{"meta":{"title":"Two-neuron layer-23 circuit explorer data","generated_utc":"2026-11-04T17:21:41Z","base_model":"Qwen/Qwen3.5-0.8B","base_revision":"2fc06364715b967f1860aea9cf38778875588b17","edit":"g23v3","provenance":"Fresh, non-budgeted capture of the ORIGINAL model on an Apple M4 Pro (MLX, BF16): layer-23 MLP input projections at every generated position and the final-norm input at the decision position. Side-by-side outputs are copied verbatim from the campaign records in runs/. Nothing under runs/, ledger.jsonl or edits/ was modified.","checks":{"formula_vs_direct_max_abs":8.526512829121202e-14,"argmax_agreement":{"g23v3":{"match":224,"n":224,"mismatch_ids":[]},"v1":{"match":176,"n":176,"mismatch_ids":[]},"v2":{"match":208,"n":208,"mismatch_ids":[]},"rand13":{"match":64,"n":64,"mismatch_ids":[]},"original":{"match":223,"n":224,"mismatch_ids":["selection-611402-0174"]}},"tail_mass":{"g23v3":{"min_tracked_mass":0.9393553684902377,"argmax_in_tracked":224,"n":224,"max_abs_prob_err_top10":0.004035940523303805},"v1":{"min_tracked_mass":0.9541060668054362,"argmax_in_tracked":224,"n":224,"max_abs_prob_err_top10":0.0034125780865284505},"v2":{"min_tracked_mass":0.9407086501389009,"argmax_in_tracked":224,"n":224,"max_abs_prob_err_top10":0.009603045443351999},"rand13":{"min_tracked_mass":0.5892071811654589,"argmax_in_tracked":224,"n":224,"max_abs_prob_err_top10":0.2982295661157398},"g23v3:a1=2.0,a2=2.0":{"min_tracked_mass":0.9045791387654467,"argmax_in_tracked":224,"n":224,"max_abs_prob_err_top10":0.008175088920947537},"g23v3:a1=0.5,a2=0.0":{"min_tracked_mass":0.9066134354528572,"argmax_in_tracked":224,"n":224,"max_abs_prob_err_top10":0.006834688990628501},"g23v3:lam=0.0,lam2=0.0":{"min_tracked_mass":0.8983330452339776,"argmax_in_tracked":224,"n":224,"max_abs_prob_err_top10":0.008580856154451977},"g23v3:lam=1.0,lam2=1.5":{"min_tracked_mass":0.8903442736888082,"argmax_in_tracked":224,"n":224,"max_abs_prob_err_top10":0.006786943135229817},"g23v3:a1=3.0,a2=3.0,lam=0.0,lam2=0.0":{"min_tracked_mass":0.9212467925877676,"argmax_in_tracked":224,"n":224,"max_abs_prob_err_top10":0.005540538688331875}},"hook_vs_historical_capture":[{"id":"discovery-611401-0239","max_abs_diff_proj":0.07496827840805054,"proj_scale":2.8136348724365234},{"id":"discovery-611401-0075","max_abs_diff_proj":0.0450386181473732,"proj_scale":4.042018890380859},{"id":"discovery-611401-0173","max_abs_diff_proj":0.03293740749359131,"proj_scale":2.5550379753112793},{"id":"discovery-611401-0021","max_abs_diff_proj":0.30882763862609863,"proj_scale":4.777159214019775},{"id":"discovery-611401-0111","max_abs_diff_proj":0.0675089955329895,"proj_scale":1.3545258045196533},{"id":"discovery-611401-0226","max_abs_diff_proj":0.1527794599533081,"proj_scale":3.438703775405884}],"original_generation_token_identical":{"final":"32/32","practice":"64/64","prose_qa":"16/16","prose_qa2":"16/16","renamed_A":"32/32","renamed_B":"32/32","selection":"32/32"},"fresh_vs_p03_decision_logits_max_abs":0.2159193938710544},"n_items":224,"sets":["practice","selection","renamed","final_proxy","prose_qa","prose_qa2"],"readout":"logit_t = (L_t*rms + coef.B_t) / sqrt((sumsq + 2 coef.hb + coef^T G coef)/1024 + eps); coef over basis; gate = k(s.x - lam c.x - lam2 c2.x); act1 = silu(gate) k s.x; act2 = silu(gate) kr r.x; coef[uAB] = a1 act1, coef[uroute] = a2 act2, coef[dJ1_old] = -silu(gJ1.x) uJ1.x, coef[dJ2_old] = -silu(gJ2.x) uJ2.x"},"constants":{"k":2.0,"kr":1.0,"lam":0.3,"lam2":0.5,"a1":1.0,"a2":1.0,"J1":3468,"J2":3421,"eps":1e-06,"d":1024,"vocab":248320,"changed_entries":6142,"fraction_of_text_params":8.163286745199807e-06},"proj_names":["s","r","c","c2","s13","r13","g13","gJ1_old","uJ1_old","gJ2_old","uJ2_old"],"basis_names":["dJ1_old","dJ2_old","uAB","uroute","uAB_v1","uAB_r13","uroute_r13"],"gram":[[0.067365,0.00583,0.003978,-0.002466,0.008681,0.000579,-0.000549],[0.00583,0.084937,0.002062,0.00299,0.000589,0.00928,0.006332],[0.003978,0.002062,0.763091,-0.113544,0.601483,-0.036805,0.011362],[-0.002466,0.00299,-0.113544,0.635989,-0.119799,0.022095,-0.045058],[0.008681,0.000589,0.601483,-0.119799,0.605099,-0.0314,0.017884],[0.000579,0.00928,-0.036805,0.022095,-0.0314,0.763091,0.031467],[-0.000549,0.006332,0.011362,-0.045058,0.017884,0.031467,0.635989]],"variants":{"original":{"label":"Original Qwen3.5-0.8B","edit":null},"v1":{"label":"v1 (g23_t05_a1.0): no gate terms, u_AB without prose target","lam":0.0,"lam2":0.0,"uAB":"uAB_v1","uroute":"uroute","runs":"p07/p13/p14/p15/p32"},"v2":{"label":"v2 (g23v2): tool-context gate c only","lam":0.3,"lam2":0.0,"uAB":"uAB","uroute":"uroute","runs":"p19/p21/p22/p23/p24/p31"},"g23v3":{"label":"g23v3 (released): gates c and c2","lam":0.3,"lam2":0.5,"uAB":"uAB","uroute":"uroute","runs":"p36-p43"},"rand13":{"label":"Random control (seed 13, norm-matched vectors)","gate":"g13","s":"s13","r":"r13","uAB":"uAB_r13","uroute":"uroute_r13","runs":"p45 (practice only)"}},"tracked":{"ids":[1,2,15,16,17,18,19,20,22,23,24,27,32,33,34,35,36,37,38,39,40,43,44,45,46,47,49,50,52,53,54,58,63,64,66,69,71,72,75,76,77,85,89,90,267,290,310,316,323,332,346,353,385,400,435,442,490,510,550,561,611,623,626,636,658,659,671,674,715,760,762,785,794,808,814,818,826,841,923,951,969,972,1008,1057,1073,1113,1114,1134,1138,1143,1171,1191,1206,1211,1240,1289,1311,1331,1365,1371,1409,1460,1528,1537,1575,1596,1597,1601,1618,1642,1681,1719,1774,1794,1847,1860,1919,1946,1948,1977,2014,2052,2053,2056,2064,2083,2087,2095,2143,2229,2240,2270,2287,2312,2349,2366,2368,2381,2382,2427,2497,2523,2536,2565,2574,2578,2592,2636,2665,2669,2707,2742,2770,3002,3020,3024,3169,3237,3248,3270,3320,3356,3367,3371,3417,3468,3580,3660,3672,3682,3702,3710,3733,3751,3791,3794,3811,3812,3833,3840,3845,3854,3860,3883,3886,3928,3936,3952,4044,4199,4272,4293,4350,4520,4525,4534,4551,4639,4662,4717,4737,4754,4764,4793,4888,4904,5042,5078,5143,5170,5174,5236,5328,5336,5423,5437,5450,5486,5498,5562,5683,5708,5731,5784,5814,5931,5948,6034,6122,6169,6207,6227,6231,6269,6430,6441,6548,6593,6614,6651,6702,6780,6878,6882,6960,6994,7029,7057,7096,7188,7386,7494,7525,7575,7579,7608,7676,7678,7730,7732,7812,7825,7842,7874,7899,8023,8040,8046,8062,8160,8187,8367,8477,8504,8536,8547,8549,8573,8679,8719,8725,8780,8870,8884,8917,8994,8999,9162,9175,9205,9215,9219,9419,9455,9568,9592,9655,9726,9764,9840,9923,9927,9929,9930,10025,10150,10218,10358,10510,10522,10621,10844,10865,10990,11051,11090,11179,11212,11474,11498,11609,11635,11670,11718,11722,11762,11894,12051,12115,12123,12189,12305,12452,12466,12525,12610,12934,12986,13128,13160,13191,13215,13314,13350,13353,13481,13512,13525,13602,13636,13662,13669,13677,13712,13766,13784,13843,13962,14030,14124,14186,14266,14290,14371,14443,14481,14504,14637,14707,14842,14951,15058,15119,15207,15337,15372,15450,15542,15582,15771,15797,15936,15947,16086,16121,16207,16209,16283,16546,16572,16849,16928,17186,17413,17430,17461,17559,17890,17959,18152,18183,18211,18319,18340,18417,18475,18528,18572,18734,18828,18843,19002,19028,19086,19178,19205,19408,19433,19580,19860,19930,20003,20105,20193,20465,20740,20930,21194,21365,21523,21765,21850,21928,21977,22208,22336,22386,22759,22916,23036,23111,23114,23130,23165,23175,23282,23428,23708,23841,23913,23922,23984,24183,24187,24353,24378,24667,24731,24797,25167,25198,25208,25391,25433,25478,25544,25548,25629,25642,25892,25944,26093,26108,26156,26226,26483,26507,26539,26623,26864,26889,26943,27125,27130,27336,27339,27565,27731,27775,28014,28034,28164,28371,28461,28657,28854,29056,29324,29414,30361,30427,30669,30729,30949,31093,31147,31177,31241,31243,31248,31462,31526,31917,31994,32042,32105,32239,32597,32673,32850,32853,32876,33004,33361,33395,33464,33557,33676,33704,33963,34033,34229,34377,34417,34614,35096,35125,35186,35711,36090,36200,36217,36219,36344,36651,36809,36948,37097,37264,37328,37481,37955,38088,38138,38166,38416,38478,38493,38649,38797,39716,40346,40387,40398,40476,40574,40581,40830,40844,40935,41115,41327,41464,41657,41758,42106,42206,42373,42608,43357,43737,43870,43910,44068,44414,44518,44587,44602,44675,44717,44773,45197,45203,45231,45294,45313,45376,46059,46374,46508,46792,46838,47341,47392,47626,47983,48039,48156,48183,48754,48862,48964,49332,49338,49359,49414,49536,49547,49604,49672,49691,49796,50346,50443,50451,50821,50935,50959,50992,51589,51698,52079,52581,52594,52811,54386,55157,55300,55550,55626,56074,56142,56416,56489,56906,57010,57044,57157,57215,57451,57520,57908,58150,58213,58319,58439,58971,60099,60630,60665,60804,61262,61442,61471,61793,62052,62092,62564,62671,62921,63065,63596,63658,63841,63932,63955,64007,64023,64223,64461,64953,65376,65498,65763,65994,66111,66397,66504,66811,67165,67198,67407,67776,68404,68447,68534,68621,68730,68809,68828,69246,69285,69320,69523,71093,71402,71516,71610,72036,72315,72814,73742,73923,74150,74326,74380,75261,76069,76091,76288,77053,77073,77130,77272,77806,77898,78146,78363,78696,78738,79214,79428,79448,79457,79496,79749,80116,80205,80278,80324,80473,80527,81106,81477,81889,82062,82689,82986,83017,83030,83122,83523,83593,84204,85101,85130,85213,85442,85446,85728,86236,86444,86646,86888,87757,87937,88393,88569,89465,89510,89637,89859,90031,90161,90854,90906,91300,91567,91576,91763,92157,92423,93085,93168,93497,93778,93840,93904,93947,94034,94086,94697,95185,95810,95997,96501,96818,96856,96955,97521,97634,97640,98313,98690,98822,98979,99306,99423,99738,99772,100458,100893,101271,101414,101928,102599,102604,102776,103188,103317,103628,103852,104949,106389,106477,106588,106636,107421,107474,107787,108073,108365,108404,109201,109329,109536,109640,109763,110233,110931,111593,112005,112421,112602,112634,113895,114513,114731,115512,115992,117089,118354,119004,122097,122099,122793,122933,125210,126044,127053,129373,129390,130097,130160,130384,132086,132118,132400,132933,133363,136761,137930,140828,140971,141779,142143,142645,142694,143573,143590,143764,144224,145338,145579,145641,146760,147001,147893,148236,148407,148820,149043,150195,150425,150469,150705,150779,151798,153935,154063,154249,154681,155183,155256,155849,156073,156392,156615,156637,156830,158150,159608,160289,160989,161770,161779,162239,162484,162777,162787,163117,163989,165242,166340,167125,167274,168237,169273,170800,171349,171544,171781,172042,173104,173847,174050,174791,175018,175472,176684,176758,177419,177576,178081,178938,179041,179284,179325,180231,180794,180924,181220,183998,184497,185282,185709,188872,190001,190079,190457,190526,190966,191654,192071,192842,193183,194441,194856,195410,195847,195925,196818,197455,198359,199844,201042,202243,204043,206887,208942,209619,210057,211084,211625,213695,214503,214858,215023,215437,216014,216059,216423,216607,219150,219258,219426,220614,221955,222157,222368,223876,225035,226181,231420,231530,231763,231807,231861,232430,235065,235778,236019,236587,237823,237981,241045,242261,242745,243440,245366,245579,246084,246781,246820,246874,246979,247878,248046,248058,248059,248066,248067,248068,248069],"text":["\"","#","0","1","2","3","4","5","7","8","9","<","A","B","C","D","E","F","G","H","I","L","M","N","O","P","R","S","U","V","W","[","`","a","c","f","h","i","l","m","n","v","z","{","st","ed"," to","im","se","**","ag"," I","ap","end","con","de","pl","</","##"," The","put","In","ong","ll","app","['","return","Re"," void","The","RE","ne","####"," ne","Ex","ange","List","LE","EN","to","Th","void","Data","Com","Con","DE","red","mer","Text","[\"","ics","Bo","To","http","RO","Pro","By"," size","ures","back","Time","Se"," state","LO"," well","We","At","ender","uring","En","select","the","Form",".in","De","On","This"," To","Sh","PO","An","Pl","As","Of","It","no","iable","App","Add","Le","isplay","_to","orth",".to","https","TE","NS","For","ior","Count","Response","You","Not","ately"," given","Page","If","ether","No","acy","ights","Number","au","Row","Vis","UP",".To","go","Ph","Select","Be",".state","Start"," dev","Pr","edit","CC","FO"," others","IO","From","What","There","Fl","yl","NU","NE","Ref","One","Check","Base","mark","FT","acity","Create","None","Change","Valid"," Ne","How","So","graph","When","cp","BO","-to","Pre","That","Product","nes","Des","{\"","Bl","och","My","Cl","TO","IND","ming","First","ste","Do","Please","ombre","Return","mar"," SO"," NO","men","ining","DO","Search","Serial","pite",".prototype","Fe","NG","ivil","si","Hash","NT"," IO","igen","Record","Te","Found","EO","Mapping","Br","They","car","sem","EE"," proced","edge","Call","ige"," CO","NA","Process"," aren","Tool","Your","Me","Variable"," NE","<p","Invalid","Our","While","ND","Make"," calling","urred","replace","CO","fx","Step","Vertex","Here","-line","mos","ordinates","edom","uer","Ne","Math","testing","Mark"," haven","NO","Lower","igin","well","Sum","Cancel","ses","LOW","Yes","These","stop","Ge","Hello","NN","Move","Find","NC","\"The","Let","Ver","Before","Sort","igital","Why","Blue","Photo","MO","Stop","redit","Common","Free","VO","According","Changes"," motion"," MO","Every","tl"," RO"," FILE","mac","High","Convert","Mar","[m","Copy"," blow"," Variable","Short","Follow","Since","python","VA","Typ","Could","har","Most","duce","aten","Comp","resentation","{'","<th","<html","<m","SO","Light","_ne","YES","_NE","NOT","cfg"," YES","ipient","tool","Wait","Upper","###","Google","Health","seg","Encoding"," weren","-class","Information","NI","�","(end","etry","ITLE","Setting","GO"," respectively","Second","Although","quential","People","During","Cloud","Under","/B"," distribute","Using","-point","Reduc","Fire"," arbit"," offense","need","Unable","Es","Cannot","Pages","Because","ests","Zero","Paint","Rotation","tures","NECT","AO"," scratch","Times","Leg","Running","edi","Put","Sorry"," Ped","review","Inf","Aut","_CO","algorithm","Standard","Despite"," NG","©","Split","Plan","Priority","Both","-state","plant","fm","Great"," Indiana","iors","Given","ackages","Looking","Rank",".ne","WO","tain","NY","Replace","extract","Need","Nothing","Through","CORD","Append","HI","ereum","MARK","Low"," sake","Starting"," nit","Whether"," NOI","Creating"," NET","nis","ailand","Between","Series","Mo","avour","acies","Without","NP","Bro","NR","WA"," Thai",".so","Har","Food","Cat","Following","Four"," bash","auer","isper",",P","Research","Vo"," pytest","NOTE","Algorithm","Having","-part","Water","Techn"," pagination","CN","Based","Extract","Weather","MOVE","Elect","INPUT","Ship","Highlight","Unfortunately","-law","Regular","obar","Leaf","\tto","Photos","Dem","nea","Schedule","esar","Prime","Adding","Okay","Encode","\"In","(fig","nee","Being","ResultSet","NB","Currently","COD","Human","Working","lander","vinc"," Stein","Rotate","Micro","uide"," NH","Season","Give","highlight","Science","(up","dart","nej","Numeric","NV","ardi","Rot","NM","Ess",":NO"," merit","BEGIN"," bord","NF","Below","\"When","ToInt","anol","bles","Physical","ibi"," [](","Cancelled","Moving","onclick","Sure","-ne","Checking","Autom","andro","-window","idea","Strict","Within","given","uml","Making","nde","worthy","incre",".NO","Unlike",".toFixed","SEARCH"," VO","Earth","nit"," Neu","gart","Heart","NONE"," clearInterval","Sky"," Trainer","Compile","scheme","bash","')),","\"C","OH","-frame","Encoded","INVALID","ronym","nek","ipients","INO","Ir","(ne","Modern","Histor","Vir","Upon","Excellent"," distributing"," merits"," Persian",".signal","Scient","STOP","Sorted","Imagine","usch","né","neo","NH","Ice","Terr","Finding","RETURN","Merge"," Isn","Phot","Actually","Exercise","Immediate"," Dil","ubectl","gard"," domic","nez","Years","Plant","Cop","Mech","ício",",file","NOP","Comput","(back","Cook","Mir","Income","Throughout","Rain","ermen","ROT","Formation","_algorithm","mere","Breaking","Simply"," DOC"," Neural","Stars","Neither","akeup","SEO","Connecting","Spr","\"B","Removing","estinal","patrick","Whenever","_VO","Electric","\"To"," AO","hibit","edo","Phys"," initialise","Prim","Ultimately","illard"," Conse","objet","IVO"," natürlich","RESP","Searching","agr","ouples","nees","Prec","ToF","Approx","Increase","Explanation","Understanding","Basically"," gladly","Solar","lds","aturally","Scientists","itioner","Sorting","+N","NES"," hinter","```","atology","Purpose","NEY"," TAR","Fitness","Stopping","setDisplay","Generally","Initializing"," clums","amentals","(NO","не","çu","inoa","ADOR","ọn","uppercase","anter","indr","Increasing"," undis","Replacing","Bien","hon","Climate"," NEC","ongan","Cancellation"," ticking","(The","Planning","-ended","[`"," pau","ynamodb","IMO","Growing","ouple","Returning","ulfilled"," NOAA","genden","Brief"," pakistan","stime","Copying"," NEO","anske","Scheduled","antor","-wave","ểm","CANCEL","!\")","/ne","auga"," honoured","Initially","'R","bé","uhe","ogany"," embroidered","ục","isks"," rampage","Stored",">To","etten"," Garr","Humans","Decre","óst","Choosing","Certainly"," distributes","PRETTY","Giving","Increased","NEG","Preparing","neas","Mic","nev","Nit"," XO"," oxy","生","起","范","付","络","届","描","目的","到的","天的","不了","状态","君","寓","懈","萄","虹","硝","局长","歇","麽","响应","所未","向我","到低","笋","耸","佚","第一个","实践中","硝酸","最快的","无愧","但不限于","不误","瑞拉","哨","桿","捶","瓮","在一个","一个个","拿出","的状态","大事","先行","我将","我没有","一副","想的","已赞过","二氧化碳","单个","高水平","早晚","交易平台","列出","遥远","公约","向大家","表现的","申请的","的步伐","工作流程","超多","大汗","老少","巨石","优化营商环境","自古以来","和第二","浮雕","是具有","远东","生在","自我评价","取景","到我的","好货","以利","则由","到現在","大水","运动中","硝酸盐","到下","深圳市宝安区","而是一个","米亚","泰达","及其应用","不得以任何","医药卫生","響應","点进行","发展模式","си","ней","च","ело","ене","пл","वा","тин","っぱ","ристи","ędzy","atih","zne","час","จน"," terc","ترین","เวอร์","हर","طيع","رين","ությ","ünf"," gla","čit","antinya"," hig","hé","reti","жмите","inginan","خته","ťa","eliz"," христи","сль","iscipl","conse","Ｎ","uver","née"," nev"," thẩm","рин","рот"," питания","ća"," toim","iné","нави","دت"," conséqu","сил","حل","ไปยัง"," marcha","nés"," секу"," thầu","しの","事を"," automatisch","rés"," МО"," Né","terà","ён","事で","гада","кала"," SOB"," clair","ensas"," mạo"," neve","kota","neos","менование","ljiv","nö","arz"," fenêtre","CHI"," Neur"," minu"," hale"," строй","ongen","embe"," paro"," llamar","neur","iación","НЕ","maßen","neu"," карма","imetr","attel"," 않게"," janela"," WO","мас","urin"," Kepada"," risponde","idt","ulto","Econom"," хотим","்வ","jne"," remuner","сель","ลุก","uolo","nei","edr"," significative","euse","μες","essin","itanya"," tạng","зади"," kümm"," cheva","neb","adou","hirts"," мера","OCO"," palais","kia","権","箇","滝","スカート","<|im_end|>","<tool_call>","</tool_call>","<tool_response>","</tool_response>","<think>","</think>"],"named":{"<tool_call>":248058,"NO":8725,"NE":3811,"I":40,"To":1206,"The":760,"No":2665,"None":3928,"Based":27775,"This":1919,"Since":12189,"<":27,"</":510,"<think>":248068,"</think>":248069,"<|im_end|>":248046,"Here":8160,"Please":5328,"Sure":38493,"Yes":9175,"1":16,"A":32,"In":623,"It":2064,"**":332,"Select":3270,"You":2523,"Okay":31248,"NOT":13662},"B":[[0.0026,0.0063,0.0013,-0.0021,-0.0056,-0.0076,-0.0061,-0.0038,-0.0023,0.0004,0.0026,0.0321,-0.0111,-0.0198,-0.0088,-0.0021,-0.0073,-0.0069,-0.0344,-0.0081,0.0155,-0.0075,-0.0066,0.0053,0.0027,-0.007,-0.0039,-0.0027,0.0027,0.0073,-0.0026,0.023,0.022,-0.0296,-0.0131,0.0005,-0.0374,-0.0059,0.0249,-0.0324,-0.0318,-0.0026,-0.014,-0.0185,-0.0093,0.0404,0.0059,-0.0319,-0.0259,-0.0057,-0.0876,0.0157,-0.0514,0.0427,0.0383,0.0019,0.0099,0.0056,0.0034,0.0376,0.0256,0.0119,-0.0416,0.014,0.0049,0.0191,-0.0096,-0.025,-0.0123,0.0333,-0.0116,-0.0098,-0.0006,-0.0237,0.0035,0.0382,0.0217,0.0265,0.0242,0.0036,-0.0251,-0.0167,-0.0277,0.0192,0.0442,0.0036,-0.0015,-0.1003,0.0207,0.0204,-0.084,-0.0019,0.0064,0.0162,0.0174,-0.0313,-0.0017,0.0004,-0.0127,0.0009,0.0187,0.0052,0.0713,-0.019,0.0375,0.023,-0.0144,0.013,-0.0481,-0.0074,0.006,0.0127,-0.0212,0.0703,-0.0045,-0.0361,0.0222,0.0086,0.0051,0.0306,0.0149,0.0181,0.0259,-0.0252,0.0124,-0.0467,-0.061,0.0106,0.0312,-0.0117,-0.0827,-0.0011,0.0065,0.0278,0.0011,0.0167,0.0123,-0.0118,-0.0367,0.0177,0.0013,-0.0034,0.0257,-0.081,-0.036,-0.0096,-0.013,0.0287,-0.0105,-0.0814,-0.032,-0.0045,-0.0811,0.0021,-0.0076,0.0097,0.0226,-0.0405,-0.0269,0.0044,-0.003,0.0764,0.0318,-0.083,0.0125,0.0061,0.0288,0.003,-0.0317,-0.0207,-0.0041,0.0007,0.0153,-0.0397,0.0035,0.0313,0.0188,0.0138,-0.001,0.045,0.0022,0.0083,0.0019,-0.0857,0.0087,0.004,0.0314,-0.023,0.0143,-0.0008,0.0313,0.0695,-0.0361,-0.0074,-0.0001,0.0029,0.0413,0.0047,-0.0291,-0.0136,0.0189,0.0178,0.0107,-0.0308,-0.0009,0.0154,-0.0106,-0.0002,-0.0869,-0.0085,-0.0353,0.004,-0.0065,-0.0076,0.015,-0.043,0.0116,-0.0137,-0.0805,-0.0,0.011,0.0243,-0.0211,-0.0174,0.0223,-0.0011,-0.0073,-0.0128,0.0059,-0.0113,-0.0169,-0.0209,-0.0304,0.0235,0.0106,0.0027,0.0186,0.0033,-0.0011,0.0281,0.0219,-0.0169,0.0282,-0.0806,0.0851,0.0008,-0.0025,-0.0251,-0.015,0.0277,-0.0512,0.0071,-0.0133,0.0069,-0.0209,0.0242,0.029,-0.027,0.0039,-0.0179,0.0101,0.0161,-0.0115,-0.0517,-0.0187,-0.0141,0.008,0.0181,0.0292,-0.0132,0.0699,-0.0162,-0.0519,0.0234,-0.0359,0.0052,0.0012,-0.0248,0.0073,-0.0489,0.0066,0.0017,-0.0115,0.0145,-0.0107,0.0074,-0.0195,-0.0275,-0.0043,-0.0011,0.0248,0.0136,-0.0141,0.0242,0.0349,0.0202,0.0357,0.0007,-0.0152,-0.0005,-0.0279,0.0379,-0.0282,-0.006,-0.0055,0.0091,0.025,0.0224,0.0081,0.0032,-0.0008,0.0338,0.0041,0.0194,-0.0144,0.0076,0.0072,-0.0366,-0.0075,-0.021,-0.0816,-0.037,0.0046,0.0013,0.046,0.031,0.0716,-0.0063,-0.006,-0.0226,0.0225,-0.0251,0.0439,0.0005,0.0037,-0.0303,-0.0009,-0.0406,-0.0965,-0.0012,-0.0221,-0.0035,0.0063,-0.0276,0.0376,0.0213,-0.023,-0.0099,0.0108,0.0054,0.0176,-0.0222,0.0101,0.0153,-0.0166,0.0336,0.0124,-0.0058,-0.0151,-0.0048,-0.0001,-0.0138,-0.0112,0.0846,-0.017,0.0337,-0.0194,0.0315,-0.0512,-0.0022,-0.0375,-0.0123,0.0807,0.0114,-0.0255,-0.0321,-0.0296,-0.0254,0.0052,-0.0126,0.0085,0.0148,-0.0116,0.0876,-0.0071,-0.0151,-0.0021,-0.0224,-0.0266,-0.0317,0.0112,-0.0318,-0.0146,-0.0209,-0.0041,-0.012,-0.0002,0.0114,-0.0811,0.0254,0.0148,0.0785,0.0134,0.0185,-0.0402,0.0732,0.0287,-0.0255,-0.0207,-0.0824,-0.0089,-0.0177,-0.0182,0.0191,-0.01,-0.0274,-0.0238,-0.0208,0.0361,-0.0011,-0.002,0.0045,0.0983,0.0186,-0.0007,0.0009,0.0131,-0.0849,-0.0512,-0.0457,0.0007,0.0199,-0.0109,-0.0093,0.0144,-0.0154,0.0144,0.0062,-0.0124,-0.0142,0.0289,0.019,0.0205,0.0036,0.0144,0.0045,-0.0205,-0.041,-0.0069,-0.0039,0.0162,-0.0232,-0.0018,0.0006,-0.0937,-0.0586,-0.0081,-0.0132,0.0193,-0.0441,-0.0877,0.0139,0.0096,-0.0174,0.0175,0.0309,-0.0497,0.0696,-0.007,-0.0154,0.0109,-0.0511,-0.0028,-0.0205,-0.0832,-0.0938,0.0081,-0.0217,0.0251,-0.028,0.0108,-0.0007,-0.0392,0.0845,-0.0108,-0.0156,0.0166,-0.0051,-0.0471,0.0207,-0.0081,0.002,-0.0159,-0.0061,0.0109,-0.0026,-0.0219,0.0353,-0.0126,-0.0199,-0.0149,-0.0073,-0.024,-0.003,-0.0022,-0.0017,-0.024,-0.0062,0.0099,0.0054,0.0037,0.0227,-0.0072,0.0127,-0.0049,-0.0184,0.0069,-0.0111,0.0252,0.005,-0.027,0.0139,0.0376,0.0268,-0.0092,0.0025,-0.0357,0.0123,-0.0239,-0.0338,-0.0117,-0.021,0.0266,0.0027,0.0209,-0.0299,0.0082,-0.0167,-0.0013,0.0379,0.0023,-0.0147,-0.0952,0.0089,0.0279,0.0195,-0.0149,-0.0111,-0.055,-0.0323,-0.0515,0.0041,0.0798,0.0075,-0.0139,-0.0041,-0.0931,-0.0126,0.0181,0.0045,-0.0333,-0.0326,0.047,-0.0292,-0.0111,-0.0425,-0.0426,-0.0818,0.0016,-0.0382,-0.0273,-0.0214,0.0253,-0.0322,-0.0088,0.0047,-0.0001,-0.0112,-0.0234,0.0091,0.0127,-0.0025,-0.0089,0.0192,-0.0034,-0.0013,0.0348,-0.0942,-0.0094,0.0189,0.0149,0.008,0.0698,0.0073,-0.0141,-0.0321,-0.0419,-0.0294,0.0236,-0.0134,0.0042,-0.0026,0.0086,0.0036,-0.0284,-0.0061,0.005,-0.0877,-0.0077,-0.0099,0.011,-0.0048,0.0128,-0.0206,-0.0147,0.0124,-0.0265,0.0159,-0.0058,0.0084,-0.0109,-0.0362,-0.0102,-0.0317,-0.0095,0.006,-0.0359,-0.0148,-0.0197,-0.0022,0.0033,0.0091,-0.0011,-0.0177,0.0243,-0.0091,0.0037,0.0054,-0.0202,0.0066,0.005,0.0084,-0.002,0.0355,-0.0126,-0.0247,0.0064,-0.081,0.0199,0.0151,-0.0075,-0.0583,-0.0184,-0.0023,-0.0193,-0.0099,-0.0302,-0.0047,-0.0085,-0.0176,0.0065,-0.0099,0.016,-0.0131,0.0326,-0.0239,-0.0224,-0.0059,-0.0018,-0.0059,0.0195,-0.0174,0.0841,-0.0238,-0.0888,0.0093,-0.0274,0.0436,0.0773,0.0293,0.0263,-0.0109,-0.015,0.0164,-0.0824,-0.014,0.0008,-0.0065,-0.0081,0.023,-0.0045,-0.0062,-0.0156,-0.0073,-0.0836,-0.0085,0.0077,-0.0888,-0.0191,-0.0324,0.0095,0.0423,0.0185,-0.0238,-0.0025,-0.096,-0.0383,0.0332,0.0022,-0.0209,-0.0276,-0.0839,0.0027,-0.0477,-0.0226,-0.0859,-0.0062,0.0112,0.07,0.0083,0.0136,-0.0123,-0.0157,-0.0384,0.0117,-0.0103,-0.0098,-0.0004,0.0169,-0.0885,0.0211,-0.0147,-0.029,-0.0242,0.0169,0.0083,-0.0289,0.0345,0.0235,0.0077,0.009,-0.0238,-0.0075,-0.0149,-0.008,0.0086,-0.0051,-0.0095,-0.0187,-0.0098,-0.0199,-0.0282,0.0148,0.0328,0.0047,-0.0115,0.07,-0.0248,-0.0253,-0.0352,0.0158,0.0008,-0.0827,-0.0129,0.0408,-0.0254,0.0092,0.023,-0.0292,0.0054,-0.0813,-0.0087,-0.0007,0.02,0.0063,-0.0023,-0.0217,-0.0135,0.0035,-0.0331,-0.0062,0.015,0.0187,-0.0323,-0.0144,-0.0069,0.002,0.0052,-0.0219,-0.0044,0.0027,0.0028,-0.0028,-0.0864,-0.0191,-0.0057,-0.0061,-0.0052,0.0004,-0.0088,0.005,0.0245,-0.0403,-0.01,0.0831,0.0212,0.0691,0.0159,-0.0258,-0.0053,0.0208,0.0709,0.071,-0.0007,-0.0624,-0.0437,-0.0016,-0.0185,-0.0254,0.0442,-0.0083,0.0132,-0.0247,-0.016,0.0167,0.0725,-0.0948,0.01,-0.0133,-0.0034,0.0185,0.0203,0.0709,-0.0137,0.0024,0.0003,0.0698,0.0335,-0.0908,-0.0093,-0.0326,-0.0307,-0.0096,-0.0057,-0.0364,-0.0061,-0.0953,0.013,-0.0097,0.0008,-0.0088,0.026,-0.0432,0.0027,-0.0437,0.028,-0.0192,-0.0389,0.0134,0.0357,0.0781,-0.0012,-0.0021,0.0131,0.0083,-0.0841,-0.0186,-0.0906,0.0052,0.0093,-0.0126,0.0234,-0.0025,-0.0121,0.0104,0.0174,0.0094,-0.0199,-0.0037,-0.0019,-0.0342,-0.0094,0.0075,-0.0294,-0.0179,-0.0377,-0.0162,0.0195,-0.0808,0.0222,-0.0491,0.0764,0.0276,0.0792,-0.0198,0.0599,0.0701,0.04,-0.0285,-0.0056,-0.0221,-0.0058,0.0194,0.0017,-0.0058,-0.0199,0.0078,0.0778,0.0284,-0.0251,0.0042,-0.0098,0.0216,0.0227,0.0244,-0.0173,-0.0159,0.0768,0.0183,0.0156,0.0848,0.0788,0.0022,0.0782,0.0054,-0.1138,0.0688,-0.0185,0.0093,-0.0382,-0.0223,0.0061,-0.0089,-0.0174,0.0215,0.0753,-0.0161,-0.0037,-0.0218,0.0696,0.014,-0.0111,0.0424,0.0162,-0.0409,-0.0084,0.0692,-0.0226,-0.0036,-0.0151,-0.0243,-0.025,0.0044,-0.0107,0.0694,-0.0162,0.0029,0.0118,0.0784,0.0135,0.0102,0.0124,-0.0348,-0.0201,0.0878,-0.039,-0.0832,0.0738,0.0009,-0.0072,0.0206,0.025,-0.0229,-0.0188,-0.0043,0.0359,-0.1034,-0.0411,0.0749,-0.0265,-0.028,-0.0131,-0.0094,-0.001,0.0173,0.0691,-0.0093,-0.027,-0.0129,0.024,-0.0011,-0.0265,-0.0192,-0.0201,-0.015,-0.017,-0.0189,-0.0071,-0.0017,0.0151,0.0168,-0.086,-0.0352,0.0013,0.006,-0.0032,0.0312,-0.0064,-0.0254,-0.0432,0.075,-0.0178,-0.0014,-0.0295,0.0014,0.0174,0.001,-0.0091,-0.0196,0.0298,0.0191,0.017,-0.0113,-0.0101,-0.0051,-0.0243,0.0025,0.0033,-0.0169,-0.0134,-0.0078,0.0049,-0.0174,-0.0328],[-0.0166,-0.0377,0.01,-0.0021,-0.0057,-0.0098,-0.0137,-0.0082,-0.023,-0.0095,-0.0158,0.005,-0.0013,-0.0095,-0.0191,-0.0148,0.0182,-0.0111,0.0222,0.0024,-0.0256,-0.031,-0.0107,-0.013,0.0063,-0.0001,-0.0037,-0.0438,-0.0113,0.0084,-0.0126,-0.0018,0.0142,0.0082,-0.0144,-0.0133,0.0032,-0.0242,0.0167,-0.0103,0.016,-0.0228,-0.0314,-0.0031,-0.0912,-0.0294,0.0008,-0.009,-0.0906,-0.0073,-0.0351,-0.0249,-0.09,-0.0982,0.0092,0.0151,-0.0689,-0.0086,-0.0127,-0.0265,-0.0454,0.0094,0.0138,0.0267,-0.0053,-0.0243,-0.0238,-0.0096,0.074,-0.0024,0.0269,-0.0371,-0.0251,-0.0018,0.0279,-0.0002,-0.0071,-0.0418,-0.038,-0.0062,-0.0163,0.0736,-0.0112,-0.0321,0.0247,-0.0131,-0.0441,-0.0015,0.0027,-0.0411,0.0157,-0.0172,0.0057,-0.0294,-0.0044,-0.0423,0.005,-0.0323,-0.0911,-0.0116,0.0004,-0.0318,-0.011,-0.0107,0.0219,-0.0148,-0.0209,-0.0344,-0.0726,-0.0011,-0.0084,0.0012,0.0276,0.0154,-0.0097,-0.0152,0.0028,-0.0084,-0.0084,0.0179,-0.0316,-0.0296,-0.0049,-0.0306,-0.0106,-0.0197,-0.0309,0.0102,0.0162,-0.06,-0.01,-0.0033,-0.0916,0.0286,-0.0299,0.0156,0.0257,0.0283,-0.025,0.0031,0.0013,0.0269,0.0095,-0.0373,-0.0979,0.0127,0.0105,0.0028,-0.0023,-0.054,-0.0247,-0.016,-0.0147,0.0168,0.0237,-0.0328,-0.0171,-0.0997,-0.0261,-0.0144,-0.0607,0.0069,-0.005,-0.0231,-0.0052,-0.0194,-0.0034,-0.0415,-0.0379,-0.0138,-0.0208,-0.0041,-0.0246,-0.0181,0.0048,-0.0329,-0.0103,-0.0278,-0.005,0.0008,0.0179,-0.0463,0.0383,0.0273,0.01,-0.0072,0.012,-0.0063,-0.0337,0.014,-0.0228,-0.0062,0.0152,-0.0146,-0.0137,-0.0048,0.0086,-0.011,0.0046,-0.0316,-0.0375,-0.0094,-0.0015,-0.0427,-0.0277,-0.0029,-0.0026,-0.0326,-0.04,-0.0155,-0.0288,-0.0291,-0.0098,0.0775,-0.0231,-0.0192,0.0059,-0.007,-0.0389,0.018,-0.0317,-0.0112,-0.0098,0.0023,0.0049,-0.0021,-0.025,-0.0078,-0.1134,-0.0116,0.0241,-0.0081,-0.0903,0.0177,-0.0435,-0.0243,-0.0312,-0.0292,-0.0409,0.0006,-0.0036,-0.0959,-0.0108,-0.0274,-0.0035,0.0094,-0.0676,0.0018,-0.0365,0.0176,-0.0499,0.0147,-0.0015,-0.0575,0.0112,0.0008,-0.0229,-0.0136,-0.0038,0.0142,-0.0126,-0.0478,0.0,-0.0939,-0.0236,-0.0113,-0.0109,0.0359,-0.0119,0.0041,0.0217,-0.0082,-0.054,-0.0077,-0.1048,-0.0285,-0.0199,-0.0306,-0.0016,-0.0525,-0.02,0.0203,-0.0957,0.0008,0.0091,0.0309,-0.1054,-0.0093,0.0254,0.0053,-0.0218,-0.0346,-0.037,-0.0211,-0.0167,-0.0229,-0.0103,-0.0183,0.0007,-0.0044,0.0023,-0.0043,-0.069,0.0089,-0.0033,-0.0148,-0.0291,0.0132,-0.0897,-0.0059,-0.0229,0.001,-0.014,-0.0338,0.0007,-0.0198,0.0402,0.0003,0.0007,-0.014,-0.0229,0.0152,-0.0256,-0.0392,0.0004,0.01,-0.0063,-0.0132,-0.0334,-0.0226,-0.0176,-0.0362,0.0346,0.0042,-0.0439,-0.0212,-0.0349,-0.0523,-0.0873,-0.0133,-0.0988,-0.039,-0.0316,-0.0262,0.0077,-0.0229,0.0053,-0.0254,0.0089,0.0121,-0.0034,0.0094,0.0199,0.0094,-0.0002,0.0488,0.0194,-0.0153,-0.0308,0.0086,-0.0943,-0.0109,-0.0496,-0.0116,0.0007,-0.0424,-0.0076,-0.0958,0.0256,0.0715,0.01,-0.0581,-0.0164,-0.0066,-0.0241,-0.0125,-0.0101,-0.0126,-0.0031,-0.0031,-0.0184,-0.0364,0.0065,-0.0145,0.0127,-0.0031,0.0104,0.075,-0.0044,-0.0055,-0.0287,-0.0503,-0.012,-0.0041,-0.0899,0.0175,-0.0038,-0.0288,-0.065,-0.0206,-0.002,0.0042,-0.0008,-0.0436,0.0189,-0.0329,-0.0276,-0.0127,-0.0018,-0.0155,-0.0379,-0.0506,-0.0001,-0.0239,-0.0088,-0.0053,-0.0144,-0.0307,-0.0023,-0.0414,0.0033,0.0233,0.0079,-0.0216,-0.0005,-0.0028,0.0205,-0.0225,-0.0592,-0.0371,-0.0267,-0.0221,0.0029,-0.019,-0.0139,0.0068,0.0033,-0.0443,0.0219,0.0053,0.0092,-0.0263,-0.0054,-0.0354,-0.011,-0.0507,0.0239,-0.0979,0.0194,-0.0115,0.0067,-0.0212,0.0053,-0.0127,-0.0412,0.0102,0.0266,0.0288,-0.0171,-0.055,-0.0759,0.0144,-0.0354,0.0119,-0.0268,0.0103,-0.0204,-0.0138,-0.0023,-0.0196,0.0146,-0.034,-0.02,0.0383,0.0132,0.0541,0.0067,-0.0013,0.0227,-0.02,-0.0015,-0.0114,0.0161,0.0306,-0.0102,-0.0244,-0.0094,-0.0037,-0.0251,-0.0345,0.0079,-0.0338,-0.0314,-0.045,0.0093,-0.0179,-0.0238,0.0752,0.0114,0.0185,-0.0169,-0.0015,-0.0299,-0.032,0.0082,-0.0074,-0.1204,-0.0244,0.0099,-0.0125,0.0178,-0.0005,-0.095,0.01,-0.0065,-0.0014,-0.0073,-0.0287,0.0046,0.0213,0.0123,0.0774,0.0723,0.0131,-0.0095,-0.0295,-0.094,0.0011,0.0258,-0.0308,-0.0087,0.001,-0.0953,-0.0097,-0.017,-0.0322,-0.0269,-0.0106,-0.017,-0.0179,-0.0134,0.0128,-0.0004,-0.0257,0.0112,-0.0062,-0.0361,0.0043,0.0234,0.0767,-0.0202,-0.0442,0.006,-0.0479,-0.0014,-0.0044,-0.0103,-0.0037,-0.0213,-0.0074,-0.0107,0.0744,0.0858,0.0042,0.0408,-0.0093,-0.1162,-0.0212,-0.0022,-0.0009,-0.0187,0.0186,0.0156,-0.0272,0.076,-0.012,0.0141,0.0111,-0.0444,-0.0438,0.0375,0.0256,-0.0231,0.0153,-0.0001,-0.026,-0.0015,-0.0304,-0.0014,-0.0164,0.0007,0.0203,-0.0126,-0.0086,-0.0253,0.0177,0.0065,0.0045,-0.0122,-0.0252,-0.0422,-0.0126,-0.0223,0.0045,-0.0354,0.0133,-0.0238,-0.0247,0.0077,-0.0034,-0.0077,0.0051,0.0027,0.0,-0.0095,-0.0017,-0.0289,-0.0105,-0.0048,0.0053,0.0028,-0.0045,0.003,-0.053,-0.0162,0.0164,-0.0144,0.0207,-0.0153,-0.0055,0.0592,0.0035,0.0145,0.0192,-0.0108,0.0051,-0.0099,0.0437,0.0148,0.0252,-0.0403,-0.0331,0.0204,-0.021,0.0214,0.0081,-0.0124,0.0232,-0.0032,-0.0207,0.0122,-0.0298,-0.0098,0.012,-0.021,-0.0368,-0.0037,-0.0196,-0.037,-0.0152,0.0317,-0.0408,0.0052,0.0107,-0.0104,-0.0594,0.0116,-0.0089,-0.0164,0.0073,-0.0125,-0.01,-0.0106,-0.0279,-0.0292,-0.0154,-0.0076,0.091,-0.0066,0.0074,0.0088,-0.0242,-0.0008,0.0122,-0.012,0.0066,-0.0171,-0.0097,-0.0294,0.0038,0.0066,0.0348,0.0447,0.0033,-0.0287,-0.0449,0.0766,-0.0554,-0.0122,0.0817,-0.0022,0.0118,0.0103,-0.0608,-0.0391,-0.0498,-0.0232,0.0147,0.0089,-0.0285,0.0355,-0.0088,0.0151,0.0357,0.0042,0.0506,-0.0191,-0.0539,-0.0244,0.0725,0.0722,-0.0173,-0.0332,-0.0304,0.0267,0.0148,0.0132,0.024,0.0101,-0.0158,0.011,0.0045,-0.0211,0.0027,0.0037,-0.0415,-0.0174,-0.0943,-0.0298,0.0804,-0.0308,-0.0024,0.023,0.0149,-0.0143,-0.0554,0.0177,-0.0078,-0.0056,0.0721,-0.1208,0.008,-0.0072,-0.0149,-0.0371,-0.0157,0.018,-0.0608,-0.0224,0.0085,-0.0163,0.0183,-0.0205,0.0187,0.0101,-0.0283,-0.0949,-0.0033,0.0026,-0.1033,-0.028,0.0728,0.0231,-0.0209,0.0028,0.0715,-0.0038,0.0156,-0.096,-0.0074,0.0124,-0.0405,0.0749,-0.0077,-0.0045,0.0159,0.0139,0.0051,-0.0314,-0.0117,-0.0256,-0.0081,0.014,-0.0259,-0.0908,0.0801,-0.0326,0.0002,-0.0983,-0.0904,-0.0923,-0.0133,-0.0915,-0.0233,-0.0264,-0.0919,-0.006,-0.0208,-0.0283,-0.0322,-0.0178,-0.0135,-0.0084,-0.0063,-0.0052,-0.0401,-0.0315,0.0482,0.0301,0.0091,0.0774,-0.0358,0.0241,-0.0194,-0.0555,-0.0403,-0.0648,-0.0467,-0.017,-0.0113,0.0719,0.0091,0.025,0.0182,-0.0314,-0.0454,-0.0361,-0.0353,-0.0187,-0.0438,-0.0038,-0.0087,-0.0785,0.0187,-0.0187,-0.0414,-0.0134,0.0053,0.0808,-0.0956,-0.0264,0.0138,-0.0074,0.0901,-0.0145,0.0072,0.0715,-0.0361,-0.0898,-0.0475,0.0199,0.0759,0.0274,-0.0288,-0.092,0.0111,-0.0273,-0.0253,-0.03,-0.0152,0.0038,0.0125,0.028,-0.0367,-0.013,-0.0981,0.0122,-0.0026,0.0085,0.0879,-0.0337,-0.0266,0.0365,-0.0028,-0.0088,-0.0275,-0.0035,0.0079,0.0206,-0.0422,-0.0047,-0.0059,-0.0031,-0.0104,-0.0746,0.073,0.0134,0.0455,0.0066,-0.0082,-0.0266,0.0092,-0.0906,0.0192,0.0228,-0.0197,0.0333,0.0037,0.0105,0.0177,0.0788,-0.0259,0.0809,-0.0139,0.0739,-0.0929,-0.0419,-0.025,-0.0012,-0.0102,0.0001,-0.0328,-0.019,-0.0028,0.027,-0.003,-0.0251,0.0062,-0.0938,0.0343,-0.0005,-0.0077,-0.0232,-0.0303,0.0719,-0.0023,0.0163,-0.0202,-0.0205,-0.0254,0.0176,-0.0731,-0.0298,-0.001,0.0428,-0.0214,0.0039,0.0352,0.0718,0.0095,0.0018,-0.0484,0.0004,-0.0161,0.0494,-0.0244,0.0408,0.0805,0.0192,-0.0021,0.0861,0.0064,-0.0181,0.0408,0.0288,-0.0025,0.0048,0.0103,-0.0125,0.0009,0.0774,-0.0902,-0.0057,-0.0198,0.0749,0.0775,0.0033,-0.0624,-0.0053,-0.0086,-0.0032,-0.0166,-0.0275,-0.0392,-0.0419,0.029,-0.0011,-0.018,-0.0919,0.0807,-0.0067,-0.0184,-0.1064,-0.0238,-0.0001,0.0105,-0.0381,0.0168,-0.0195,0.0203,-0.0138,-0.0247,-0.0123,-0.0903,-0.0141,-0.0097,-0.0183,-0.0101,-0.0388,0.0012,-0.0224,0.088,-0.0102,0.0101,-0.0239,0.0802,0.0073,0.0959,-0.0054,-0.016,-0.0424,0.072,-0.0197,-0.006,-0.042,0.0805,0.0752,-0.0008,-0.0261,0.0119,-0.0063,-0.0267,-0.0317,-0.0114],[-0.1094,-0.1483,-0.0127,0.0,0.0177,-0.0204,0.0061,0.0472,0.0154,0.0195,0.0489,0.0,0.0,-0.0272,-0.03,-0.013,-0.0312,-0.054,-0.0377,-0.0254,-0.5,-0.088,-0.004,0.2592,0.1041,-0.0481,-0.0887,-0.14,0.052,0.0158,0.0606,-0.1178,-0.1719,-0.0212,-0.08,-0.0696,0.0144,-0.3297,-0.0164,-0.0271,0.0912,-0.0787,-0.0585,-0.0339,0.0367,-0.301,-0.4541,-0.1064,0.0291,-0.142,0.0144,-0.3567,0.0258,-0.0692,-0.0657,0.0997,0.0193,-0.1647,-0.1181,-0.418,-0.1038,0.0,0.0119,-0.0176,-0.0487,-0.0488,-0.0184,-0.0139,0.0264,-0.5,0.2312,0.4439,-0.0523,0.3887,0.0646,0.112,-0.0236,0.2904,0.3117,-0.4938,-0.053,-0.043,0.1168,0.0066,-0.0242,0.3575,0.0079,0.1083,-0.0004,-0.0931,0.0512,0.1227,-0.5,-0.1168,0.4453,0.039,0.0331,-0.0557,-0.0405,-0.1157,-0.0996,0.0822,-0.0179,0.3818,-0.2579,-0.0,0.004,-0.0364,-0.2409,0.0824,-0.0333,-0.3047,0.0773,0.1547,0.1434,-0.1303,-0.0,-0.452,0.0347,0.3941,-0.0408,0.1095,-0.0,-0.0,-0.0,0.0,-0.02,0.1289,-0.0434,0.0602,0.0187,-0.4162,0.0907,-0.4443,-0.084,0.2503,0.4784,-0.0,-0.0171,-0.0341,0.118,-0.0,-0.0,0.1548,0.1471,0.1079,-0.0,0.0933,-0.0,0.1168,0.0448,0.0489,0.0094,-0.0297,0.1108,0.2169,-0.281,-0.0712,0.1185,-0.0,0.2009,-0.0223,0.0218,0.0914,0.0214,-0.0618,0.2304,0.4085,-0.1335,0.3195,-0.0773,-0.0567,-0.0,0.1625,-0.0804,0.549,1.0,0.0106,0.0009,-0.0819,0.1578,-0.0657,0.1414,-0.1571,0.0541,-0.0,0.0512,-0.0267,0.4618,0.0126,-0.0413,0.061,0.0218,-0.1471,0.4537,-0.3325,0.0063,0.009,0.1033,0.3277,0.0461,-0.1348,0.094,0.0009,-0.0061,0.252,0.0836,0.1175,-0.058,-0.025,0.0304,-0.001,-0.0,0.0542,0.0313,-0.0191,0.3556,0.6181,-0.019,0.0381,0.4754,-0.0086,0.0535,-0.094,-0.0168,0.2335,0.5561,-0.1873,0.0689,-0.032,0.3684,0.1591,-0.1124,0.0882,0.0302,0.0119,0.4891,0.0134,0.233,-0.0825,-0.0431,0.0292,0.2981,0.0772,-0.0663,-0.0559,0.0529,0.407,0.5928,0.0745,-0.0943,-0.1164,-0.0324,0.1646,0.0984,0.6905,-0.0769,0.0107,-0.0452,-0.0809,0.4019,-0.0856,-0.0198,-0.0394,-0.0,0.4636,-0.0014,-0.0827,0.1265,-0.0,-0.0553,0.0008,0.1019,0.0424,0.1192,0.5442,-0.0169,-0.0957,0.0423,-0.0439,1.0,-0.1339,-0.0552,-0.3207,0.071,0.1264,0.0557,0.1267,-0.0,-0.0123,-0.024,0.0772,-0.0,0.4353,0.052,0.0227,0.5578,-0.2309,-0.0,0.0814,-0.0429,-0.0134,-0.1999,-0.0407,0.16,0.1915,0.4184,0.0034,-0.0667,0.0862,0.0784,0.4378,-0.0091,0.0693,-0.0124,0.2747,0.0892,-0.0962,0.3353,0.0677,-0.1571,0.0187,0.0107,0.0405,-0.0206,-0.0029,0.0561,0.0832,0.1044,-0.0776,-0.0,-0.2429,0.4307,-0.1101,-0.0909,-0.0684,-0.1336,0.0338,0.1419,0.0563,-0.0583,-0.1685,-0.1795,-0.1425,0.0066,0.4923,-0.0072,0.4175,0.3338,0.4635,-0.0,-0.0526,0.3099,-0.3198,-0.2853,-0.113,-0.0671,-0.0769,0.0422,-0.0251,0.1351,-0.1088,-0.1181,0.0057,-0.0258,0.3826,-0.1276,0.0394,-0.214,-0.0115,-0.0683,0.307,0.0825,0.0304,-0.1001,-0.2439,-0.0124,-0.0472,0.0379,-0.0263,0.0812,0.0781,-0.0032,-0.1285,0.0397,-0.0189,0.0048,0.0996,-0.0414,-0.0256,0.122,-0.0331,0.1475,0.0589,0.1649,0.046,0.0057,0.009,0.0544,0.4315,0.4683,0.0165,0.0004,0.1496,-0.0166,-0.0619,-0.1125,-0.0612,-0.0016,-0.0015,-0.0318,0.0242,0.3042,-0.0648,0.0868,-0.046,0.4065,-0.0581,-0.0113,0.0587,-0.0286,0.0374,-0.0119,-0.0124,-0.0423,-0.0377,-0.0973,0.0112,0.0529,-0.0456,-0.1497,0.0108,0.3815,0.4449,-0.2053,0.4641,0.0366,-0.1126,-0.0,0.0824,-0.0141,0.0707,0.0101,0.1053,-0.2556,0.1171,0.0191,-0.0315,-0.0367,0.3868,0.0601,0.4797,-0.0082,0.4427,0.2597,-0.0388,0.049,-0.0758,0.1186,0.0558,0.143,-0.0887,0.4302,0.1951,0.3474,0.3322,-0.2643,0.0474,-0.0196,0.0585,0.0342,-0.0518,-0.0807,-0.2114,0.077,0.0118,0.109,0.0434,0.1758,-0.2821,0.0481,-0.0709,-0.0941,-0.0008,0.0672,-0.0002,0.019,0.3323,-0.0,-0.0513,0.0293,0.1933,0.0831,0.0414,0.0423,0.0236,-0.1209,-0.0303,-0.0241,0.0175,-0.0475,-0.3478,0.1565,-0.0528,0.3497,-0.0077,-0.1261,0.0378,0.0088,-0.0,0.0214,0.003,0.0517,0.2804,-0.0377,0.0614,0.4221,-0.0272,0.1618,-0.01,-0.0412,0.0511,0.1055,-0.081,0.0074,0.0895,0.2276,0.4003,0.094,0.0369,-0.0156,0.1565,0.0794,-0.2594,0.3079,0.086,0.4253,0.0949,0.0518,0.5082,-0.0358,0.5146,0.0078,-0.034,0.0112,0.4234,-0.0722,0.0017,-0.2923,-0.0049,0.0198,0.0516,0.1951,-0.2334,0.114,-0.0375,-0.0786,-0.0,0.3907,-0.0182,-0.0806,0.0439,0.0221,0.0355,0.013,0.0567,0.0734,0.022,-0.1527,0.0862,-0.0788,-0.0213,0.4045,-0.0691,-0.0384,0.0801,0.2931,-0.0568,0.3711,0.2739,0.1374,-0.035,0.2076,-0.0391,-0.0081,0.0838,-0.0091,-0.0806,-0.2744,0.209,-0.0019,0.1994,0.0202,-0.0456,0.0841,0.0526,0.212,-0.2695,0.3747,-0.0672,0.4248,0.0133,-0.1026,0.0253,-0.0853,-0.0137,0.0217,0.0039,-0.0725,0.0202,0.0346,0.1215,-0.0791,0.0692,-0.1076,0.2424,0.3763,0.4484,0.0092,-0.0817,0.0218,0.1766,0.0202,0.0203,0.1343,-0.0817,0.0719,-0.0426,0.1097,-0.2383,-0.018,-0.1752,0.2867,-0.0042,-0.0216,-0.0025,-0.0597,0.0486,0.0839,0.4653,-0.0718,0.0318,0.0262,0.0522,0.0111,-0.0872,-0.078,0.1664,0.2231,0.0546,-0.0609,0.0352,0.0498,-0.166,0.2943,0.1625,-0.0326,0.1355,-0.0434,0.2461,0.0526,-0.0363,-0.0007,-0.0211,-0.1737,-0.2555,0.1291,0.3089,-0.0042,-0.339,0.3802,0.0346,0.0137,0.0524,-0.0444,-0.0654,-0.0073,-0.2754,-0.0096,0.082,0.0785,-0.0127,0.1591,0.047,0.0162,0.1154,0.145,-0.0337,-0.3151,0.0364,-0.011,-0.0027,0.0627,0.0524,-0.1609,-0.1581,0.0794,-0.1033,0.0776,-0.1756,-0.011,0.4973,0.5915,0.0589,-0.1825,0.1314,-0.0369,0.4381,-0.0706,-0.0505,-0.0798,0.0655,0.0656,-0.0032,-0.0874,-0.0899,0.5554,0.3509,-0.103,0.0639,0.0344,-0.0048,-0.0548,-0.0302,-0.2119,-0.0263,-0.0719,-0.0082,-0.1911,0.048,0.0949,0.4933,-0.1704,0.0764,-0.0967,-0.3264,0.0788,0.0015,-0.1522,0.0058,-0.2674,0.1635,-0.0635,0.1306,0.0688,-0.073,0.2363,-0.1082,-0.0567,-0.038,-0.0298,0.0079,0.4738,0.0063,-0.0317,-0.1778,0.012,-0.2454,0.1133,0.0954,0.3772,0.068,0.0869,-0.0274,-0.0007,0.0582,0.1375,-0.1159,0.0335,0.0299,-0.0223,0.0247,-0.0247,-0.29,0.0003,0.0574,0.0001,0.0795,0.0893,-0.0203,-0.0,0.1093,0.0773,-0.025,0.0453,0.4301,0.0091,0.3221,0.0687,0.2982,0.3399,0.2662,0.3095,0.148,0.0825,0.2245,0.0936,0.1438,-0.028,0.0219,-0.0348,-0.2829,-0.0289,0.0229,0.0177,0.0521,0.078,0.1196,-0.0872,-0.0127,0.3002,0.1421,0.1314,-0.0704,0.1121,-0.0397,-0.2758,-0.258,0.0013,0.0871,-0.06,0.0014,0.0643,0.3258,0.0351,0.0122,-0.0047,-0.1126,-0.2607,-0.0099,-0.0023,0.1084,0.0741,0.1262,0.0949,0.1726,-0.0431,0.097,-0.0106,-0.2385,-0.2736,0.0432,-0.2579,-0.1549,0.2271,-0.0129,0.0839,0.1631,0.0354,0.0961,0.1109,0.1774,-0.0424,-0.0274,-0.0748,0.1873,0.0148,0.0498,-0.0321,0.0754,0.0921,-0.0022,0.017,-0.1162,0.0572,-0.0221,-0.0907,0.0805,0.0571,0.0073,-0.3197,0.0327,0.0241,-0.1526,-0.2619,0.0259,0.0603,0.2719,-0.2837,-0.0116,0.0626,-0.0473,0.0751,0.0247,-0.0554,-0.0131,0.0198,-0.0848,0.1009,0.0663,0.2774,0.0682,0.1857,0.2219,0.0284,0.1018,0.0863,0.041,-0.1895,0.0266,-0.2259,0.0668,0.0211,-0.2667,-0.0105,0.0506,0.121,0.0782,-0.2126,-0.0548,0.0465,-0.024,0.0817,-0.0346,0.1256,0.0799,0.0615,0.0233,-0.2059,-0.2431,0.0525,0.0373,-0.2127,-0.0272,-0.2184,-0.0621,-0.0267,0.419,0.0555,0.0299,0.2037,-0.1779,0.0211,0.1005,0.1071,0.0713,-0.2653,0.0026,0.1325,-0.0206,0.025,-0.0261,0.0844,-0.2633,0.0657,0.1287,-0.0085,-0.2505,-0.078,-0.0596,-0.177,0.0354,0.1645,0.338,-0.0182,-0.0558,0.0284,-0.0215,-0.0018,0.233,-0.058,0.1087,0.036,0.2533,-0.0299,0.3882,0.0457,0.0009,0.4636,0.0649,-0.0308,0.074,0.2249,-0.0488,0.0343,-0.1007,0.0513,0.0178,-0.0361,-0.0598,0.2516,-0.2861,0.4066,0.0028,0.3263,0.0216,-0.109,0.0426,-0.0651,0.068,0.3508,-0.0121,-0.0301,-0.2926,0.1523,-0.1041,-0.2689,-0.0502,-0.1782,-0.2339,0.1236,-0.013,-0.0408,0.0449,0.0048,0.3501,-0.0561,0.0548,0.009,0.0392,-0.0061,0.0395,-0.2114,-0.0264,-0.0999,0.0497,0.3474,0.2437,0.0222,0.0205,0.2645,0.0179,0.0028,-0.2172,-0.0808,-0.031,0.0673,0.0,-1.0,-0.2274,-0.2026,-0.2576,-0.0,-0.1385],[-0.0498,0.0413,-0.0103,-0.0,-0.0137,-0.0238,0.039,-0.081,-0.0205,-0.0194,-0.0774,-0.0,-0.0,-0.005,-0.0901,-0.0705,0.1731,-0.049,0.0107,-0.0934,-0.0,-0.0279,0.0364,0.0152,-0.1673,-0.0469,0.0062,0.0656,0.0452,0.014,-0.0386,0.035,0.0227,-0.0601,-0.0138,0.0017,0.0544,0.0563,-0.044,-0.0426,-0.0659,0.051,-0.0002,0.0212,-0.0132,-0.0128,-0.057,0.0226,0.1083,-0.0607,0.064,0.0408,-0.0032,0.0304,0.0174,0.1359,-0.0049,-0.022,-0.0257,-0.0178,0.0272,0.0,-0.0413,-0.071,0.0012,0.009,-0.0247,0.0965,0.1264,-0.0,0.1304,0.8537,0.0451,0.5581,0.0986,0.1899,0.0713,0.3036,0.0548,-0.111,0.1458,0.0882,-0.07,-0.0307,0.0829,0.0363,-0.0295,0.0312,0.0194,-0.0081,0.103,-0.0313,0.0,-0.1098,-0.2225,0.0832,-0.0112,0.0519,0.1089,0.0419,0.0355,0.1116,0.0893,-0.2356,0.0568,-0.0,0.0081,0.0022,-0.0011,0.0287,-0.1004,-0.0095,0.0442,0.0247,0.0248,-0.0078,-0.0,-0.0389,0.0743,-0.2375,0.0522,0.0511,0.0,0.0,-0.0,0.0,-0.015,-0.0743,0.0786,0.0875,0.014,-0.0744,0.1304,0.0423,0.0574,0.3201,0.0001,0.0,-0.1269,0.1681,-0.0904,0.0,0.0,0.0617,-0.0084,-0.0535,-0.0,-0.0244,-0.0,-0.0782,0.1017,-0.0282,0.0054,0.0662,-0.0496,-0.0841,0.0371,-0.0557,0.0382,-0.0,0.1078,0.1016,0.0589,0.0704,0.0607,0.0638,-0.0233,-0.1795,-0.0374,-0.3572,0.0086,0.0904,-0.0,-0.0813,-0.0773,0.1888,1.0,-0.0074,0.0688,0.0518,0.0313,0.0823,0.0217,-0.006,-0.046,0.0,0.1059,0.0282,0.6065,0.0621,0.0258,-0.0865,0.0069,0.011,-0.314,-0.1321,0.1027,0.0015,-0.0338,0.3623,0.0686,0.0641,0.1044,-0.0484,-0.003,-0.2051,-0.3644,-0.0015,0.0601,-0.0401,0.3636,-0.026,0.0,0.0452,-0.0357,0.0235,-0.4006,-0.6728,0.0556,0.1021,-0.3381,-0.0349,-0.119,-0.0553,-0.1073,-0.0684,0.0299,0.1109,0.0164,0.0209,0.0849,-0.2911,0.1059,0.0807,0.138,0.0144,-0.1122,0.0618,-0.1953,0.0273,0.0354,0.0801,0.3649,0.1416,0.0111,0.0225,0.3533,-0.453,0.0139,0.0003,-0.002,0.0757,-0.0542,0.0838,0.0069,0.6719,0.0211,-0.0173,0.0575,-0.0305,0.1307,-0.0098,-0.03,-0.0987,0.0806,-0.5127,0.1095,0.0641,-0.0101,0.0,0.0982,-0.0471,0.0056,-0.0027,0.0231,0.6293,-0.0176,0.0757,0.0721,0.0209,-1.0,0.019,-0.0518,0.1703,0.1175,-0.0496,0.1442,-0.0907,0.0,0.0413,-0.0093,0.0666,-0.0,0.0626,0.0275,0.0507,-0.0232,-0.0164,0.0,0.0767,-0.006,-0.0197,-0.0214,0.0704,0.0268,-0.1397,-0.3561,0.0579,-0.0365,-0.1171,0.0281,-0.4527,-0.0211,0.0222,-0.0477,-0.3116,-0.0369,-0.0577,-0.3134,0.0055,0.0505,0.0609,-0.0506,0.0725,-0.0233,0.0607,0.0371,-0.0211,-0.0168,0.1246,-0.0,0.0032,-0.0377,-0.0241,0.029,0.0722,0.0609,0.0539,0.0014,0.0122,-0.0075,0.0229,0.122,0.0378,0.0536,-0.4641,0.135,0.458,-0.2536,0.4671,0.0,-0.0376,-0.3153,0.1419,0.1336,0.0471,0.1028,-0.0653,0.0651,-0.0235,-0.0073,0.1556,-0.0209,0.0764,-0.0017,-0.0676,0.03,0.0111,0.1172,-0.0416,0.0382,-0.3162,0.0506,0.0169,0.0033,0.1528,0.0479,-0.0069,-0.0084,0.0214,-0.0522,0.0161,0.0104,0.0627,-0.0352,0.0884,0.0994,-0.0359,0.0939,-0.0063,0.1227,-0.0322,-0.0355,-0.0058,0.0014,0.029,-0.0175,-0.0596,0.0619,0.1492,-0.3816,-0.0167,-0.0332,-0.019,0.0287,-0.0553,0.0647,-0.1112,0.1242,0.091,-0.0332,-0.0325,-0.3261,-0.0169,0.0744,-0.0527,0.0374,0.0648,-0.036,-0.0907,-0.1299,0.0663,0.0925,-0.1373,-0.0152,0.0501,0.0549,0.0076,0.0111,0.0496,0.0115,-0.1518,0.5087,-0.289,0.0609,-0.022,0.1025,0.0066,0.0,-0.0009,-0.0725,0.0966,0.0984,-0.1209,0.0952,0.0793,-0.0201,0.0046,0.0158,-0.4457,-0.0336,-0.4234,0.0057,0.1205,-0.0445,0.0828,0.0669,0.045,-0.119,0.0502,-0.0187,-0.0379,0.0212,-0.1908,0.0185,-0.1121,0.0838,-0.0847,0.0109,-0.0263,0.0632,0.0644,0.0476,0.0086,-0.0408,0.1256,0.0354,-0.0396,-0.27,0.0454,-0.0033,-0.0007,0.0572,-0.0573,-0.15,0.0187,0.0134,-0.3112,0.0,0.0251,0.0774,0.0028,0.1221,-0.1136,-0.0597,0.0224,-0.0061,0.0074,0.0607,-0.0061,-0.0851,-0.0571,-0.0791,0.0603,0.4076,-0.0298,0.102,0.1462,-0.0021,0.0,0.1872,-0.034,0.0357,0.3941,0.0561,0.0294,0.1466,-0.0425,-0.3114,0.0769,0.0769,0.0561,-0.0915,0.3378,0.0286,-0.0213,-0.0168,-0.1595,0.0205,0.0561,0.1073,0.0249,0.0989,0.1023,0.4168,-0.0088,0.0076,0.0247,-0.1008,-0.0533,0.1199,-0.4709,0.047,-0.027,0.0114,0.0414,0.082,0.0113,0.1668,-0.1814,0.1493,0.006,-0.1221,-0.0254,-0.1022,-0.0124,-0.0231,0.0,0.5355,0.0833,0.0494,0.0129,0.087,0.1132,0.0358,0.063,0.0018,-0.0435,-0.0631,0.3644,0.0478,0.1518,-0.3743,-0.0219,0.0405,0.0003,-0.382,0.1013,-0.3154,0.4332,-0.1566,0.0904,-0.0055,-0.0169,0.0851,0.0561,0.1278,0.1678,0.0425,0.0714,-0.0789,-0.2926,0.0347,0.1062,-0.1134,0.0574,0.4005,0.0255,-0.3695,0.0102,0.5715,-0.0569,-0.0116,0.0334,0.0093,-0.0567,0.0206,0.0271,0.0736,-0.0603,-0.1274,-0.0029,0.0171,-0.0245,-0.0291,0.3793,0.4064,-0.1198,0.0061,0.1128,-0.0067,-0.0393,0.0037,0.0677,-0.062,0.0484,0.077,0.0617,-0.0153,-0.0621,0.0258,0.1063,0.4054,-0.0257,-0.0142,-0.1228,0.0945,-0.0973,0.1246,-0.2523,0.0015,-0.0331,-0.0267,0.0583,0.007,0.042,0.0706,0.0442,-0.0669,-0.0093,0.0965,0.1265,-0.0155,0.0915,-0.3067,0.3678,0.0592,0.1348,-0.046,-0.0731,0.0254,0.0298,-0.0202,-0.0576,0.0488,0.1175,0.086,-0.2943,0.1889,-0.0775,-0.322,-0.1306,0.0189,0.0693,0.0917,-0.0502,0.0438,-0.0272,0.1195,0.0635,-0.3469,-0.0776,0.0185,0.0416,0.1348,0.0457,0.4153,0.0641,-0.0513,0.0317,0.1042,0.0046,0.0269,0.054,0.068,0.0956,0.0653,-0.0395,-0.0413,0.0005,-0.0594,0.0463,0.2902,-0.0857,-0.038,-0.0552,0.0012,0.3203,0.0583,0.0217,-0.0076,-0.015,-0.0606,0.0168,0.0068,-0.0573,-0.5356,0.47,0.1133,-0.0427,0.0375,-0.1139,0.1157,-0.0198,0.0846,0.0885,0.0692,0.081,0.0383,0.0021,0.0774,0.4005,0.0248,-0.0796,-0.006,0.051,0.005,0.0048,0.0387,-0.0928,-0.0121,-0.2891,-0.0302,-0.0474,-0.0504,0.063,-0.3003,-0.0198,0.048,0.0223,-0.0552,-0.0361,0.3536,0.1313,0.0967,-0.02,0.1272,-0.0113,-0.1591,-0.0418,0.4694,0.0081,-0.0126,-0.0504,0.0443,0.1781,0.0954,-0.0295,0.0119,-0.0724,0.0734,0.024,0.0985,-0.0191,0.0815,-0.0493,0.0008,0.0104,-0.0175,-0.0011,-0.0,-0.01,0.0909,0.0371,0.0925,0.1574,0.0258,0.5005,0.1164,0.4119,-0.2492,-0.3003,-0.2892,-0.0419,-0.0214,-0.2137,-0.1454,-0.0824,0.0247,-0.0437,0.0263,-0.0589,0.0758,0.0432,0.0725,0.1201,0.0252,-0.0282,0.0494,-0.0157,-0.3129,-0.0104,0.069,0.0026,-0.0561,0.0144,0.125,-0.0374,0.0146,0.0224,0.0535,0.05,-0.0781,-0.3718,0.0349,-0.1019,0.1474,0.0841,0.1361,-0.1031,-0.0031,0.0358,0.129,-0.0316,-0.1264,-0.0452,0.0907,-0.0367,-0.0887,0.0941,0.0805,0.0586,-0.0392,0.0392,-0.308,0.0138,-0.0033,-0.0681,0.0374,0.1315,-0.0735,-0.3144,-0.0343,0.0363,0.0501,0.024,0.124,-0.0731,-0.0072,-0.059,0.05,0.1281,-0.0108,-0.0028,-0.0634,0.0567,0.1748,-0.0037,0.0425,0.098,0.0681,-0.1113,0.0731,0.0928,0.0724,0.008,0.0233,-0.3251,-0.0759,0.0367,0.0117,0.1601,0.0496,0.0324,0.1956,0.0427,-0.0462,-0.0335,0.0877,0.0488,0.435,0.0497,-0.0663,0.219,-0.1508,0.0027,0.0094,-0.0512,-0.0057,-0.0371,0.1091,0.367,0.1558,0.0091,-0.0012,0.048,-0.0785,0.0323,-0.0804,0.1449,0.0637,0.0556,0.0058,0.1238,0.0633,-0.0447,0.1209,0.1248,0.1506,-0.0057,0.0203,0.0297,0.1349,0.0697,0.0971,0.04,-0.0293,-0.0255,-0.056,0.3744,0.3741,0.0556,-0.0331,-0.0775,0.0485,0.1187,0.0292,0.2248,0.0578,-0.1061,0.0273,-0.1333,-0.0151,0.0025,-0.0042,0.3511,0.1022,0.0821,-0.007,-0.0077,0.0188,0.072,-0.2923,0.3826,-0.0229,-0.0782,-0.0344,0.1363,0.1555,-0.2889,0.037,0.1306,0.0412,0.3358,-0.0059,0.4933,0.0422,-0.0136,0.0172,0.1081,0.069,0.0339,0.3497,0.0294,0.1629,0.0234,-0.0706,0.2705,-0.1155,0.051,0.5076,0.0821,0.2948,0.0326,0.5038,0.0663,0.114,0.0912,0.1138,0.0694,-0.3178,-0.1297,-0.1362,0.1031,-0.0753,0.0648,0.0509,0.0043,0.0166,0.0801,0.3317,0.0544,0.0375,-0.1047,0.0114,0.4312,0.1622,0.0928,0.3342,0.0943,0.2052,0.1252,0.0144,0.1187,0.019,0.1738,0.405,0.0834,0.0271,0.0163,-0.293,0.028,0.1719,0.073,0.0423,0.0191,0.0441,-0.0,0.0,0.0597,-0.0885,-0.0281,0.0,0.043],[-0.0678,-0.1235,0.0013,0.0,0.0529,-0.0208,0.0293,0.0509,0.0052,0.0323,0.0426,0.0,0.0,0.0474,0.0774,0.0801,0.1204,0.0681,0.0449,0.1125,0.0,0.0557,0.1257,0.3683,0.259,0.0534,0.0492,-0.0005,0.1676,0.1389,0.117,-0.0654,-0.1284,-0.0014,0.0093,0.0544,0.1074,-0.0436,0.1039,0.0995,0.1896,0.0083,-0.0251,0.0019,0.0762,-0.2554,-0.011,-0.0219,0.0969,-0.0993,0.0516,0.0251,0.0582,0.01,0.0128,0.1458,0.0573,-0.1732,-0.0903,0.0229,-0.0644,0.0,0.049,0.0184,-0.0276,-0.0638,-0.08,0.0486,0.0402,-0.0,0.241,0.4976,-0.0306,0.4032,0.0577,0.1123,-0.0264,0.3068,0.3252,-0.058,0.0502,-0.0145,0.1119,0.031,0.0292,0.3751,0.0458,0.095,-0.0063,-0.0857,0.0407,0.1626,0.0,-0.0973,0.3951,0.1132,0.0673,-0.0811,-0.0719,-0.1555,-0.0326,0.1075,-0.0049,0.3922,-0.2156,-0.0,0.0115,-0.0143,-0.254,0.0677,-0.0257,0.0355,0.106,0.0374,0.1662,-0.0442,-0.0,0.0048,0.1122,0.434,-0.0031,0.1506,-0.0,-0.0,-0.0,0.0,-0.0335,0.1001,-0.0645,0.1323,-0.0288,-0.0516,0.0862,-0.1368,-0.0854,0.3139,0.4839,-0.0,0.0312,-0.0401,0.119,-0.0,-0.0,0.0457,0.1233,0.105,-0.0,0.0578,-0.0,0.0609,-0.0485,0.045,0.0031,0.0025,0.1173,0.1918,-0.0382,-0.0006,0.1881,-0.0,0.1985,-0.0615,-0.011,0.0648,0.0389,-0.03,0.2117,0.4198,-0.1289,0.437,-0.0077,0.0041,-0.0,0.1623,-0.074,0.5123,1.0,-0.017,0.0606,-0.1242,0.1507,-0.0598,0.149,-0.1724,0.0356,-0.0,0.017,-0.0408,0.4471,0.0554,-0.0049,0.0648,0.0695,-0.1408,0.4508,0.0097,0.0332,0.0337,0.0671,0.3063,0.0735,-0.1546,0.0665,0.0356,0.1258,0.3019,0.3288,0.0942,-0.0799,0.0187,0.0283,0.0424,0.0,0.0188,-0.0091,-0.0062,0.377,0.5979,-0.0081,-0.0005,0.4578,-0.0214,-0.0147,-0.1037,-0.0094,0.223,0.5673,-0.2524,0.1157,-0.0355,0.4102,0.291,-0.0732,0.0512,0.0909,-0.0155,0.5001,-0.0081,0.2767,-0.05,-0.023,0.0451,0.2891,0.0307,-0.0521,-0.0752,0.0276,0.3952,0.558,0.059,-0.0985,-0.083,-0.0213,0.1863,0.0566,0.6622,-0.0994,0.0022,-0.046,-0.0558,0.3799,-0.072,-0.0115,-0.1169,-0.0573,0.4696,0.0079,-0.0587,0.1224,-0.0,-0.0037,-0.0363,0.0121,-0.0217,0.0714,0.5506,-0.0113,-0.0771,0.0601,-0.0856,1.0,-0.1498,-0.0845,-0.2521,0.0594,0.0631,0.0014,0.0796,-0.0,0.0117,-0.0325,0.1044,-0.0,0.4278,0.0361,-0.0144,0.5471,-0.0096,-0.0,0.0973,-0.0161,-0.0212,-0.2423,0.0109,0.1683,0.1899,0.4698,-0.0237,-0.0976,0.0629,0.0628,0.4696,-0.0041,0.0627,-0.0232,0.293,0.065,-0.0482,0.35,0.068,-0.1198,0.0006,-0.011,0.0487,-0.049,0.0071,0.0534,0.0447,0.1024,-0.072,-0.0,-0.2416,0.393,-0.0847,-0.1093,-0.0234,-0.0973,-0.0305,0.0732,0.0215,-0.045,-0.1853,-0.1522,-0.1237,-0.0484,0.5116,-0.0045,0.4033,0.2918,0.3914,-0.0,-0.0836,0.2533,-0.2979,-0.2456,-0.0938,-0.0643,-0.0404,0.0471,-0.0594,0.1147,-0.128,-0.1337,0.0129,-0.0231,0.4685,-0.0905,0.0247,-0.2585,-0.0459,-0.0647,0.3118,0.0461,0.0167,-0.0609,-0.256,-0.0168,-0.0736,0.0386,-0.0284,0.0538,0.0519,-0.0085,-0.1098,0.0148,0.0119,-0.0048,0.0394,-0.065,-0.0814,0.1169,-0.0582,0.123,0.0567,0.1025,0.0434,0.0142,-0.0265,-0.0262,0.3307,0.4247,0.0058,-0.0031,0.1283,-0.0473,-0.0813,-0.0857,-0.0556,0.0113,-0.0168,-0.062,-0.0061,0.2959,-0.1006,0.1051,-0.0682,0.4043,-0.0413,-0.0329,0.072,-0.0118,0.0279,0.0132,-0.0562,-0.0538,-0.0015,-0.0883,-0.009,0.0675,-0.0834,-0.0821,-0.0078,0.3482,0.3931,-0.2668,0.4712,0.0013,-0.1213,-0.0,0.0199,-0.0253,0.0103,0.0207,0.1783,-0.2478,0.0987,0.0093,0.0332,-0.0896,0.3767,0.0224,0.3939,-0.0004,0.4101,0.1657,-0.098,0.0123,-0.0863,0.1299,-0.0402,0.0836,-0.1185,0.4946,0.2229,0.3735,0.2914,-0.2061,0.0128,0.0154,0.0344,0.0842,-0.1141,-0.0332,-0.2508,0.0639,-0.0664,0.1048,0.0382,0.181,-0.3174,0.0285,-0.0728,-0.1151,0.0311,0.0849,0.0121,-0.0302,0.3343,0.0,-0.1153,0.0017,0.1663,0.0855,-0.0081,0.0098,-0.0201,-0.1636,-0.0458,-0.023,-0.0014,-0.1041,-0.0889,0.1311,-0.0299,0.3439,-0.0306,-0.1178,0.0044,-0.023,-0.0,-0.0156,-0.0714,-0.0004,0.2839,-0.0564,0.024,0.4252,-0.0633,0.2044,0.0209,-0.0464,-0.002,0.0221,-0.0978,-0.0416,0.0948,0.2137,0.3967,0.0389,0.0022,-0.0335,0.1348,0.0515,-0.2664,0.2681,0.064,0.4183,0.0725,0.0691,0.4928,-0.0384,0.4809,-0.0281,-0.0134,0.0032,0.4015,-0.0621,-0.0395,-0.1509,-0.0138,-0.0348,0.0328,0.1291,-0.2604,0.0551,-0.0494,-0.103,-0.0,0.3797,-0.0642,-0.1237,-0.001,-0.027,0.0254,-0.031,0.0049,0.039,0.0042,-0.1519,0.0259,-0.09,-0.021,0.3611,-0.1233,-0.0446,0.0736,0.305,-0.0257,0.3596,0.2493,0.083,-0.0663,0.1972,-0.1078,0.0364,0.0334,-0.0546,-0.1025,-0.2752,0.1361,-0.0363,0.2528,0.0163,-0.0841,0.0341,0.0479,0.1984,-0.2518,0.3435,-0.0349,0.4225,0.027,-0.0959,0.0063,-0.0706,-0.061,-0.0123,-0.0776,-0.0384,-0.0285,0.0206,0.0648,-0.1177,0.0438,-0.0722,0.2403,0.3593,0.4796,0.0581,-0.0702,0.0252,0.0961,0.007,-0.0441,0.1114,-0.1211,0.0828,-0.081,0.1023,-0.2685,-0.0455,-0.245,0.2349,-0.0326,-0.0297,-0.0463,-0.0113,0.0154,0.0298,0.4143,-0.078,0.0024,0.0166,0.0851,-0.0233,-0.0951,-0.0866,0.0854,0.1722,0.0109,-0.0736,-0.0155,0.0514,-0.1136,0.2714,0.1435,-0.0579,0.0668,-0.0698,0.2191,0.0078,-0.0665,-0.055,-0.0455,-0.2488,-0.2523,0.0284,0.2507,-0.0344,-0.0933,0.3337,0.0087,-0.0154,0.03,-0.0986,-0.0776,-0.0402,-0.2876,-0.012,0.0153,0.0895,-0.0579,0.0843,-0.025,-0.0426,0.028,0.1549,-0.0265,-0.0888,-0.0205,-0.056,0.0173,0.0726,-0.0317,-0.1679,-0.1365,-0.0348,-0.125,0.0169,-0.1823,-0.0213,0.4388,0.5357,-0.0303,-0.1818,0.0989,0.0014,0.3779,-0.0625,-0.069,-0.0773,0.0021,0.0149,-0.1119,-0.1311,-0.1197,0.5441,0.3563,-0.0929,-0.0056,-0.0376,-0.0336,-0.0843,-0.0308,-0.2432,-0.0529,-0.0546,-0.0369,-0.2551,0.0752,0.0594,0.4582,-0.2488,0.0309,-0.1046,-0.0928,0.0411,-0.0396,-0.1731,-0.0392,-0.2415,0.1766,-0.0953,0.0397,-0.0159,-0.119,0.2049,-0.1264,-0.0663,-0.1035,-0.1227,-0.0333,0.434,-0.0149,-0.0611,-0.2441,-0.003,-0.267,0.0841,0.0068,0.3474,-0.0156,0.0959,-0.0689,-0.0116,0.0379,0.0877,-0.1023,-0.0056,-0.0073,-0.0461,-0.0325,-0.0635,-0.0329,-0.0868,0.0179,-0.034,0.0214,0.0418,-0.0609,-0.0,0.0668,0.0856,-0.0205,-0.0081,0.3429,-0.0208,0.2293,0.061,0.2619,0.3367,0.2603,0.261,0.1005,0.0893,0.2206,0.0521,0.0882,-0.0503,0.0433,-0.009,-0.1167,-0.085,-0.067,-0.0088,0.0754,0.0496,0.003,-0.1862,-0.0462,0.2659,0.0853,0.0612,-0.1457,0.0761,-0.0532,-0.1427,-0.0794,0.0141,0.0543,-0.08,0.0332,-0.0127,0.3161,0.031,-0.0385,-0.0413,-0.1116,-0.2601,-0.0489,-0.0551,0.0278,0.0147,0.0645,0.0538,0.115,-0.0573,-0.0107,-0.0436,-0.1338,-0.1898,-0.0019,-0.2513,-0.1887,0.163,-0.0217,0.0222,0.1108,0.0521,0.0728,0.073,0.1728,-0.029,-0.0222,-0.0654,0.1324,-0.0135,-0.0424,-0.0519,0.0107,0.0179,-0.0097,-0.035,-0.0969,0.0042,-0.0354,-0.0894,0.0008,0.0257,-0.0245,-0.1121,-0.0235,-0.0005,-0.2451,-0.161,-0.0067,0.0339,0.226,-0.1274,-0.0483,0.038,-0.0656,0.0459,0.0172,-0.0808,-0.1151,-0.0008,-0.1368,0.0165,0.0258,0.2205,0.0711,0.1679,0.2056,-0.0034,0.0448,-0.0215,-0.0552,-0.1519,-0.0205,-0.2748,0.0638,-0.1419,-0.2135,-0.0866,-0.0009,0.0613,0.0846,-0.2499,-0.1006,-0.0441,-0.0725,0.0223,-0.0784,0.0542,0.024,0.0226,0.0152,-0.2446,-0.2496,0.0396,0.0015,-0.2499,-0.0378,-0.2504,-0.1276,-0.0706,0.3802,0.0089,0.0345,0.1542,-0.2451,-0.0449,0.0095,0.0393,0.0182,-0.1747,-0.0153,0.0876,-0.0162,0.0052,-0.0709,-0.0098,-0.13,0.0333,0.0926,-0.0516,-0.2792,-0.0674,-0.0634,-0.2517,0.0116,0.1542,0.2907,-0.0219,-0.0677,-0.007,-0.0997,-0.0265,0.1867,-0.0717,0.0354,-0.0155,0.2085,-0.0439,0.3275,0.0058,-0.0392,0.3855,0.0387,-0.0607,0.0589,0.1399,-0.0578,-0.0081,-0.1048,-0.0081,0.0095,-0.0213,-0.0468,0.2251,-0.2061,0.3528,-0.0714,0.3489,-0.0607,-0.1739,-0.0144,-0.0822,0.0187,0.3268,-0.0451,-0.038,-0.163,0.1076,-0.0692,-0.2624,-0.0473,-0.2481,-0.2438,0.1041,-0.0369,-0.0975,0.0371,-0.0765,0.3261,-0.1168,-0.0042,-0.0268,-0.0006,-0.0495,0.0255,-0.2435,-0.0761,-0.111,0.0159,0.3162,0.2339,-0.0179,-0.009,0.2438,-0.0124,-0.0068,-0.2561,-0.1487,-0.07,-0.0133,0.0,-1.0,-0.2259,-0.2044,-0.2526,0.0,-0.1128],[-0.137,-0.0507,-0.0436,-0.181,-0.0348,-0.0493,-0.1275,-0.0958,-0.1192,-0.0829,-0.0622,-0.037,0.0306,0.1252,-0.1572,0.039,-0.0025,0.0357,0.0158,-0.0685,-0.104,0.0198,0.0669,-0.0324,-0.0247,0.1164,0.0264,0.0468,-0.0213,-0.0447,-0.1037,-0.0145,-0.1396,0.0263,-0.1218,0.0544,-0.0376,-0.1052,-0.1113,0.0242,-0.0296,-0.0144,0.0303,0.0683,-0.0557,0.0281,0.036,0.0421,0.1105,-0.1362,0.0003,0.0052,0.0078,0.1161,0.042,-0.0576,0.0667,-0.0596,-0.058,-0.0448,-0.0629,-0.1224,-0.0658,-0.001,0.0544,-0.0887,0.0469,-0.0207,0.0487,-0.0784,-0.1739,0.0347,-0.1323,-0.048,0.0503,-0.0767,-0.1263,-0.2303,-0.0188,0.0604,-0.0128,0.0695,0.0242,-0.0737,-0.0547,-0.1221,-0.0908,-0.0031,0.0872,-0.1966,-0.0191,0.0161,-0.0194,-0.0349,-0.0601,0.0506,0.0441,0.063,-0.0668,0.2434,0.0196,0.062,0.0153,-0.0886,0.0489,-0.1339,-0.0011,0.2418,-0.0875,0.0806,-0.1175,0.005,-0.029,-0.0628,0.0161,-0.1035,-0.1065,0.0141,-0.0497,0.0257,-0.1172,0.0331,-0.0695,0.0451,-0.1163,0.1424,-0.2674,-0.0567,0.0093,-0.0043,-0.0906,-0.0487,0.1189,0.0325,-0.0413,-0.0089,-0.0965,0.0575,-0.0129,-0.1036,-0.2476,-0.0351,-0.094,0.0854,-0.0136,0.0149,-0.097,0.2402,-0.1146,0.2659,0.0271,-0.2546,0.0784,-0.072,0.0912,-0.0728,-0.0265,-0.0019,-0.0684,-0.1687,0.1441,-0.0806,-0.1032,-0.0165,0.0694,0.251,-0.1156,-0.0602,0.1156,-0.0843,-0.0216,-0.1245,-0.0823,-0.0413,0.2442,-0.1651,-0.0867,-0.0137,-0.1152,-0.0491,0.0504,0.0193,0.0312,-0.0638,-0.045,-0.1282,-0.0805,-0.1309,-0.0495,-0.1088,-0.075,0.0196,-0.0077,-0.0293,-0.0953,0.0648,0.0216,-0.0676,-0.0641,-0.1168,0.0505,-0.118,0.0742,0.1425,-0.0535,-0.0416,0.0046,-0.0904,-0.0291,-0.1178,-0.0752,-0.0219,-0.0686,0.05,-0.0333,0.0465,0.0138,-0.1567,0.0496,-0.0017,-0.1134,-0.0553,0.0169,0.2465,-0.2622,0.0666,-0.1502,0.0391,-0.1149,0.0611,-0.0496,-0.1294,0.0258,-0.0031,0.0539,-0.0351,-0.0345,-0.0452,0.0937,-0.0419,0.0135,-0.0196,0.0062,-0.0032,0.1136,-0.0005,0.0927,-0.1244,-0.0269,-0.0962,-0.0862,-0.02,0.013,0.0489,-0.0122,-0.0749,0.0594,-0.1006,-0.104,0.007,-0.1289,-0.0462,-0.0141,0.1665,-0.0088,-0.1398,-0.0153,-0.0479,-0.133,0.0532,0.0635,-0.1571,-0.0295,0.2927,-0.0218,-0.0918,-0.1132,-0.0638,0.0013,-0.0425,-0.1469,-0.106,-0.0601,0.1238,-0.0154,-0.0999,0.0723,-0.1455,-0.1863,-0.0027,-0.1151,-0.0384,-0.1695,-0.1109,-0.0024,-0.0415,-0.1309,-0.0325,-0.0785,0.0206,0.0133,-0.098,-0.0495,-0.019,-0.0357,0.0048,-0.1472,-0.1741,-0.0467,-0.0977,-0.0162,-0.0555,-0.1092,-0.1904,-0.0198,-0.049,-0.1674,0.0195,0.0579,0.0228,-0.1383,-0.0937,-0.0248,0.0404,0.081,-0.0881,0.0014,0.0082,-0.1555,-0.0725,-0.0934,-0.0508,-0.0152,-0.1828,-0.1221,0.0655,-0.0272,-0.0079,-0.0302,-0.1049,-0.0593,0.0021,0.0209,-0.024,-0.0109,-0.0098,0.0375,-0.0104,-0.1256,0.0304,-0.0833,0.2885,-0.0911,0.0245,-0.0425,-0.0604,-0.1248,-0.2249,-0.1321,-0.0712,0.0473,-0.0997,0.0441,-0.0002,-0.0602,-0.0708,0.0213,0.1302,0.157,0.0857,-0.1242,-0.1052,-0.0508,-0.1364,-0.0143,-0.0319,0.0529,0.0362,-0.0684,-0.0215,0.1305,-0.2913,-0.0429,0.1265,-0.1639,0.0934,0.09,0.0443,0.075,-0.0948,-0.0499,-0.1434,-0.0353,-0.0583,-0.0685,-0.0967,0.2603,0.0287,-0.1989,-0.1463,-0.074,0.0103,-0.0802,-0.0487,-0.0727,0.1814,-0.0007,-0.1169,0.1216,0.1142,0.0731,0.0201,-0.0792,-0.2784,-0.1806,0.1353,-0.0871,0.1074,-0.025,-0.0022,-0.0955,-0.071,-0.0032,0.1299,-0.0798,0.0198,-0.2575,-0.0627,-0.0725,-0.1137,-0.2356,0.0592,0.0678,-0.121,-0.0287,-0.187,-0.0351,0.0009,0.0039,-0.0989,-0.0175,-0.1511,-0.1242,-0.2408,-0.0527,-0.0107,-0.0433,-0.073,-0.1953,-0.0714,-0.0586,-0.0425,-0.1329,0.0188,0.0151,-0.0017,-0.1055,-0.0454,-0.0406,0.3,-0.0376,-0.012,-0.1052,0.0054,-0.0475,-0.0727,0.0246,0.1102,-0.0044,-0.0703,0.0982,-0.1365,-0.0126,-0.0222,0.1944,0.0126,0.254,0.0153,0.0604,0.0441,0.0512,-0.2773,-0.0565,-0.0467,0.0727,-0.0683,-0.0969,-0.0863,0.0078,0.0197,-0.0292,-0.019,-0.0005,-0.1352,0.0223,0.0486,-0.0244,0.0226,-0.0046,0.2907,0.1227,0.0152,0.07,0.0285,0.1164,-0.0071,0.075,0.0035,-0.1151,-0.0356,0.0462,-0.0943,0.1185,0.064,0.0693,-0.2575,-0.0564,-0.1428,-0.061,-0.0268,-0.0589,0.0443,0.0117,0.0309,0.0585,-0.0833,-0.1295,-0.1438,-0.0237,0.0417,0.0521,-0.1643,0.0409,0.1084,-0.0122,-0.1282,-0.1064,0.2433,0.0689,-0.0695,0.0579,-0.166,0.0577,-0.1769,0.2605,-0.1277,-0.1412,-0.0662,-0.0729,0.1102,-0.2595,-0.0036,0.2049,-0.0213,-0.0163,-0.0871,-0.0595,0.0456,-0.0621,-0.0853,0.0355,0.0088,-0.0427,0.3011,-0.0746,-0.0973,-0.0415,-0.0034,-0.1138,-0.0371,0.0158,-0.0368,-0.1588,0.0523,0.0229,-0.0459,-0.0363,0.0485,0.0531,0.0652,0.2427,-0.0321,-0.0912,-0.2692,-0.0382,0.2774,0.0013,-0.0464,0.048,0.257,-0.08,-0.029,0.0755,0.0503,-0.1083,-0.2625,-0.0767,-0.0326,-0.1038,0.0086,-0.0377,0.0249,0.0564,-0.0275,0.0478,-0.1051,-0.2596,0.0939,0.2419,-0.2642,-0.1486,-0.14,-0.0978,0.0095,0.0993,-0.1378,-0.0443,-0.1351,-0.0376,0.2539,-0.0335,-0.0476,0.0302,-0.0778,0.029,-0.0451,0.0934,-0.153,0.1042,0.1034,0.2418,-0.0274,-0.0205,0.0555,0.139,-0.0362,-0.0931,-0.0392,0.1914,-0.0595,-0.0959,0.2575,0.0247,-0.0101,-0.0961,-0.0056,0.0313,0.0716,-0.0138,0.0614,-0.2636,0.2732,-0.2344,-0.0639,-0.021,0.0209,0.019,-0.039,-0.0663,-0.0537,-0.2052,0.042,0.1125,-0.1835,-0.1123,0.0463,0.0427,-0.0443,0.0248,0.0169,-0.0466,-0.1467,0.1338,0.0306,-0.1466,0.1134,0.0326,0.0364,0.057,-0.0137,-0.0906,-0.2638,-0.2141,-0.1631,0.0773,-0.1352,0.0671,0.0078,0.0952,-0.0373,-0.165,-0.18,-0.0527,0.0175,-0.0061,-0.0299,-0.0046,-0.065,-0.1677,-0.0244,-0.14,-0.0304,-0.0871,-0.0478,-0.2163,-0.0497,-0.0235,-0.0131,0.2536,-0.0249,-0.0669,0.0439,-0.0597,-0.0362,-0.1392,0.0547,-0.0861,0.088,0.0916,0.0535,-0.1192,-0.263,0.0164,0.2504,0.1732,-0.151,-0.1003,-0.061,0.0865,-0.0735,-0.0589,-0.1149,-0.1003,-0.0704,-0.0313,0.0749,0.0628,-0.0313,-0.0275,-0.0121,-0.1023,-0.1569,-0.0247,-0.0865,-0.0448,-0.0194,-0.1651,-0.2557,0.0266,0.0452,-0.0419,-0.1409,-0.0844,0.083,-0.0611,0.0509,0.0967,0.0482,-0.0898,0.2429,-0.0117,-0.021,-0.085,-0.0543,0.2448,0.0341,-0.0014,-0.0631,0.2437,0.0331,-0.0721,-0.0971,0.1362,-0.0063,0.0154,0.0356,0.0368,-0.1651,0.0282,-0.0864,0.0031,-0.2577,0.0574,-0.0721,-0.1689,-0.1071,-0.0421,-0.0093,-0.0779,0.066,-0.0871,-0.0361,-0.0522,-0.109,-0.0572,-0.0454,-0.0078,-0.2789,-0.0189,0.1499,-0.0867,-0.0354,-0.0654,-0.1429,-0.0429,-0.0934,0.0412,-0.2651,-0.0634,0.0239,-0.0771,-0.0977,-0.0187,-0.2815,-0.3016,-0.2915,0.0959,0.0678,-0.2902,-0.2604,-0.0101,-0.261,0.0678,-0.0242,-0.2687,0.0219,-0.1289,-0.0732,-0.0012,-0.057,-0.0735,0.0059,-0.0209,-0.0988,-0.3092,-0.2884,0.0055,0.2476,0.062,-0.0814,-0.0136,-0.2647,0.0112,-0.2761,-0.1598,-0.2622,-0.0387,0.075,0.1183,-0.1499,0.2421,-0.1042,-0.0141,-0.0047,-0.2727,-0.0211,-0.0934,0.2765,-0.044,-0.0086,-0.0093,-0.0091,0.2661,-0.2161,0.2069,0.1215,0.2409,0.008,0.2506,0.0652,0.0839,-0.0503,0.2437,0.0467,0.1065,0.049,0.0273,-0.0389,0.007,0.075,-0.2712,-0.0317,0.2511,0.0142,-0.0697,-0.2737,-0.2606,0.2491,0.0055,-0.0261,-0.0518,-0.0476,0.0773,-0.0383,0.1155,-0.1315,-0.0167,0.2437,-0.0729,-0.034,0.0689,-0.0707,-0.1372,-0.0149,0.2771,-0.2846,0.0959,-0.0915,0.0221,-0.2655,-0.0129,-0.0397,-0.0199,-0.124,0.056,-0.1211,-0.2656,-0.1164,-0.0923,0.0102,0.0075,0.0254,0.0695,-0.003,0.056,-0.0654,0.032,-0.1129,0.0664,-0.0984,0.0646,0.1015,-0.2816,-0.0035,0.0261,0.1341,0.0409,-0.1033,-0.2638,-0.0631,-0.2574,-0.037,-0.2699,0.0869,0.0369,-0.2315,0.006,-0.0618,-0.1929,0.0621,-0.0447,-0.2674,0.0849,-0.1219,0.0271,-0.0437,0.1368,-0.0329,-0.0196,0.128,0.1629,0.2964,-0.2733,-0.0096,-0.0044,-0.0549,-0.0522,0.0065,-0.1233,0.0192,-0.0878,-0.0816,-0.0194,-0.0632,-0.0441,-0.021,0.0161,0.2607,0.0126,0.0481,-0.0445,-0.0981,-0.0331,-0.2844,0.0598,-0.0734,0.271,0.2416,-0.0306,-0.1471,0.0159,-0.2868,-0.0066,0.0484,-0.3048,0.2616,-0.0032,-0.0026,-0.0438,-0.0543,0.0337,-0.0459,0.0138,-0.06,-0.1735,0.1065,0.288,-0.0402,0.0465,0.0311,-0.0145,0.009,0.0227,0.2734,-0.0013,0.0661,-0.011,0.0385,0.1247,-0.0486,-0.068,-0.002,0.2475,0.0975,-0.2852,0.036,-0.0325,-0.0134,-0.016,-0.0367,0.0299,-0.0034,0.0094,-0.0532],[0.0832,0.021,-0.0888,-0.0448,-0.1497,-0.0685,-0.0707,-0.1021,-0.0592,-0.111,-0.0814,0.0081,-0.1752,0.0171,-0.1061,-0.0348,-0.1494,-0.0755,-0.0696,-0.0872,-0.1021,-0.0498,-0.1426,-0.0437,-0.001,-0.0501,-0.0373,-0.0733,-0.0895,-0.0348,-0.0935,-0.0373,0.0841,-0.031,-0.0939,-0.0009,-0.0287,-0.041,-0.0429,-0.1209,0.041,-0.1012,0.0037,0.0152,0.0936,-0.0137,0.0499,0.1294,0.1017,0.0468,0.0619,-0.0351,0.0301,-0.0139,-0.012,-0.118,-0.0087,-0.0098,-0.0448,0.035,-0.1624,-0.0063,0.2131,0.219,0.0321,0.143,0.0808,-0.0071,0.0857,-0.0603,0.0447,0.0103,0.0221,-0.0452,0.0034,-0.2913,0.0127,-0.0174,0.0878,0.108,-0.067,0.0361,0.0694,0.0738,0.0389,-0.006,-0.0241,-0.0635,-0.0043,0.1029,0.0073,-0.0035,-0.0674,-0.0053,0.0964,-0.1168,-0.0387,0.205,-0.0778,0.0297,0.0599,0.0026,-0.0077,0.1103,0.0596,-0.1119,-0.0728,-0.0618,-0.0479,0.0327,0.0597,0.1127,-0.0429,0.0687,-0.07,0.0316,-0.0978,-0.02,-0.0907,-0.0734,-0.0912,-0.0363,-0.0649,-0.1021,-0.0908,0.0077,-0.0323,0.0097,-0.0714,-0.0064,-0.0296,0.0731,-0.1269,0.0391,-0.053,0.0403,0.0563,-0.0598,0.2271,0.0094,0.0357,-0.1342,-0.2581,-0.0639,-0.0176,0.1068,-0.0155,-0.0371,-0.0324,0.135,-0.3003,-0.0503,0.0365,-0.0597,0.1025,0.0443,-0.0253,0.0429,-0.0109,-0.073,-0.0233,-0.0371,-0.0689,0.0613,-0.0722,-0.1089,0.0181,0.0353,0.2095,0.1183,-0.0541,-0.1494,-0.1195,-0.0062,0.1112,0.0561,-0.009,0.0588,-0.0284,-0.0521,-0.0269,-0.0453,0.0361,-0.037,-0.0071,-0.0098,-0.0793,-0.1091,0.0129,-0.1595,-0.0948,0.0327,-0.1245,-0.0049,0.0632,0.0477,0.014,-0.1753,0.0337,-0.0202,-0.0082,-0.0035,0.0458,0.255,-0.0181,0.0985,0.0805,0.0842,0.1114,-0.1403,0.1431,-0.1294,-0.0058,-0.0064,-0.0203,-0.0163,0.0464,0.1351,0.0168,0.2051,0.1001,0.0577,-0.0329,-0.0051,0.0585,0.0454,-0.0099,0.0187,0.1045,-0.0058,0.0436,0.0922,-0.0916,-0.1387,0.0579,-0.1069,0.0603,-0.1163,0.0406,-0.1216,0.0039,-0.0208,0.0445,-0.0554,-0.0843,0.1106,-0.0776,0.0425,0.0678,-0.1122,-0.328,0.0177,-0.0206,-0.0313,0.1279,0.0496,0.1151,-0.0122,-0.0991,-0.1068,-0.0443,-0.0961,0.2202,0.0784,-0.0138,0.0752,-0.1497,0.057,0.019,-0.0656,-0.0295,0.041,-0.2526,-0.0203,-0.0306,0.0121,-0.0386,0.2098,-0.0836,-0.2547,0.1473,0.0553,0.0445,0.0949,-0.0713,-0.0153,-0.0049,0.1461,-0.1118,-0.1707,-0.0097,-0.0016,-0.043,0.102,-0.0162,-0.074,0.1181,-0.013,-0.1522,-0.0384,-0.1167,-0.1669,-0.0791,-0.0669,-0.1484,0.0165,0.0961,-0.0805,-0.2344,0.0184,-0.0642,0.0436,-0.0711,-0.1441,0.2162,0.0479,-0.022,0.2637,0.0744,0.2087,0.0256,-0.0471,-0.1047,-0.065,0.0411,-0.0406,0.0516,0.2052,-0.0658,-0.0479,-0.0302,-0.0011,0.1051,0.0473,-0.0876,0.0024,-0.1102,-0.252,0.0199,0.11,-0.0205,0.0512,0.0237,-0.0086,0.1208,0.0806,-0.0336,0.0329,-0.0062,0.0329,-0.062,0.003,0.0758,-0.0194,0.0269,0.0338,-0.0399,-0.0402,-0.0651,0.0775,0.033,-0.032,-0.2566,-0.0487,-0.0154,0.1413,-0.0189,0.0536,-0.0551,0.0997,-0.0759,0.0807,-0.1143,-0.2529,-0.1168,-0.1332,-0.0501,-0.0124,-0.0497,-0.208,0.2086,-0.0981,-0.0242,0.0549,-0.0606,-0.0486,-0.2845,-0.0041,-0.0022,-0.0801,-0.042,-0.1535,0.0851,-0.088,-0.0523,-0.0264,-0.0152,0.0165,-0.0259,0.0253,0.054,0.0501,-0.0021,0.0534,0.1218,-0.0252,-0.1395,-0.0833,0.2302,0.027,0.0236,-0.1672,0.0389,-0.0731,-0.0644,0.016,0.032,-0.0279,-0.0249,0.0384,0.03,-0.2532,-0.056,0.0159,0.02,-0.099,-0.0534,0.0243,-0.1155,-0.2575,-0.0743,-0.001,0.0334,0.0805,-0.0432,0.0523,-0.0423,-0.0693,0.0106,-0.0878,-0.0757,-0.0249,-0.0991,0.0941,-0.0428,-0.0326,0.0414,0.0215,-0.0066,0.0213,-0.0471,0.0542,0.0384,0.0563,-0.0138,-0.2602,-0.0527,0.0241,0.0052,-0.0799,-0.0182,-0.1925,0.044,0.0798,0.091,0.2108,0.0384,0.0031,-0.0757,-0.0712,-0.0542,-0.0758,-0.1439,0.0749,-0.0063,-0.053,0.0893,0.0339,-0.0093,0.0609,-0.0201,-0.0367,-0.1489,-0.015,-0.0144,0.0859,0.2191,0.0898,-0.0521,-0.106,0.0273,-0.0612,0.0541,-0.0083,-0.1086,-0.0575,-0.0928,0.0504,-0.017,-0.0203,-0.0185,-0.0058,-0.0039,0.0118,-0.0135,0.0963,-0.0746,0.0411,0.0108,-0.1518,-0.0987,0.0093,-0.0778,-0.1165,-0.1025,-0.0642,0.0469,-0.0602,0.0911,-0.013,-0.0309,-0.0232,-0.0974,-0.0888,-0.1187,-0.043,-0.0676,0.0244,0.063,-0.1014,-0.1041,-0.0888,-0.0495,-0.039,0.0455,0.0136,0.0665,0.0371,0.0437,-0.0055,-0.0132,0.1367,-0.0623,0.0358,-0.017,0.0519,-0.1482,-0.0356,-0.0363,-0.0161,-0.1106,0.0527,0.0892,-0.0377,0.0315,-0.0361,-0.04,-0.0957,0.0268,-0.0204,-0.0686,0.0022,-0.0762,0.0738,0.0452,-0.1669,-0.0604,-0.0601,-0.0335,-0.1801,-0.2574,-0.0511,0.0374,-0.0427,-0.0834,-0.0345,0.0783,-0.0386,-0.0157,0.0045,-0.1385,0.0071,0.0559,-0.0332,-0.0941,0.013,0.0391,0.0023,0.0137,-0.0324,0.0315,-0.0118,-0.0418,-0.1215,-0.0244,-0.0078,-0.0001,-0.0969,0.1219,0.0735,0.0028,0.0005,0.0489,-0.0062,-0.0478,-0.096,-0.0424,-0.0867,0.0764,-0.0319,-0.0281,-0.0215,-0.1573,-0.1264,0.2267,0.0711,-0.1036,-0.0239,-0.0673,-0.0079,-0.0301,-0.0611,-0.0957,-0.2574,0.0321,-0.0997,0.084,-0.0919,0.248,-0.0329,0.0077,-0.0234,0.0059,-0.092,0.0338,-0.0939,-0.0588,0.2021,0.2099,-0.0514,-0.0746,0.0909,-0.0179,-0.062,-0.05,-0.0598,-0.1065,-0.0037,-0.0113,-0.0576,-0.0102,-0.1303,0.0051,-0.0583,-0.0095,0.0405,-0.0892,-0.162,-0.2566,0.0592,-0.1094,-0.1077,0.1071,-0.0372,-0.0056,0.0758,-0.0891,0.0598,0.0078,-0.0482,0.045,-0.2542,-0.1494,0.0585,-0.0671,0.0299,0.0329,-0.0043,0.0125,-0.2533,0.1287,-0.1033,0.1322,0.0429,-0.1071,-0.2585,-0.0819,0.0127,-0.0174,-0.0532,-0.1549,-0.0647,-0.0534,-0.0375,0.0178,-0.0271,0.0236,-0.1056,-0.0487,0.0703,-0.1356,-0.0201,-0.0036,-0.2613,-0.007,-0.1207,-0.0409,0.1367,-0.0423,-0.0799,-0.0306,-0.1102,-0.097,-0.0766,0.2174,-0.1225,0.0611,-0.0531,-0.0509,-0.0042,0.0288,-0.0946,-0.0537,-0.0075,0.0757,-0.0879,-0.2824,-0.0123,-0.0206,0.0286,-0.0222,0.0052,-0.0281,0.0015,0.2028,-0.0406,0.0801,0.0291,0.0913,0.0573,-0.1184,0.0326,-0.0502,-0.2644,-0.0485,-0.2602,-0.0286,-0.0452,-0.0889,0.0827,-0.0334,-0.1274,-0.0538,-0.2553,-0.0689,-0.1294,-0.0576,-0.0285,0.0619,0.0129,0.0041,-0.267,-0.0771,-0.0973,0.0458,0.2143,-0.1194,-0.2633,-0.0209,-0.1034,-0.1002,-0.085,-0.1313,0.0494,-0.2562,0.0135,-0.073,-0.1206,0.0074,-0.0227,-0.1402,-0.0879,-0.0477,-0.0509,-0.0604,0.0312,0.0038,-0.0651,-0.0846,0.0062,-0.0504,-0.0271,-0.1222,0.063,-0.0326,-0.0576,-0.2941,0.033,-0.0894,0.0481,-0.1648,0.2051,-0.1085,-0.2584,-0.0304,0.0527,-0.2166,-0.0073,-0.2843,-0.2637,-0.0133,-0.0637,-0.021,-0.0451,-0.0009,-0.0521,-0.0147,0.0664,-0.0935,-0.0134,-0.1191,-0.0162,0.2051,0.0433,0.151,-0.0912,0.0026,-0.2796,-0.0877,-0.2659,-0.0244,0.2246,0.0273,0.0161,-0.0594,-0.0914,0.0401,0.1063,0.0692,-0.0179,-0.1696,-0.0491,0.038,-0.0623,-0.0266,0.0642,-0.0329,0.2222,-0.0532,-0.0478,0.0653,0.0015,0.2044,-0.0096,0.0354,0.2136,-0.0912,-0.0012,-0.1162,0.2034,0.0624,-0.1794,0.0299,-0.268,-0.0239,-0.1923,0.0432,0.1258,0.0328,-0.2521,-0.0124,-0.2525,0.0026,0.0239,0.0515,-0.0151,0.2071,-0.0237,0.0044,0.0357,-0.0085,-0.2768,0.0152,-0.2534,-0.2915,-0.0773,-0.0166,0.0264,-0.1292,0.2633,-0.0246,0.0633,0.2505,0.0552,0.2274,0.1333,0.0887,0.0176,0.2165,-0.2648,-0.0913,0.0038,-0.0353,0.0939,-0.0821,0.0719,0.218,-0.0609,-0.0047,-0.0589,-0.004,-0.2618,-0.1173,-0.262,0.0143,-0.079,-0.0228,0.0229,-0.0275,-0.0219,-0.0371,-0.0062,0.0001,0.0055,0.0169,-0.0337,-0.0218,0.0308,-0.0033,-0.0668,-0.0716,-0.0807,-0.0644,0.2081,0.0129,0.0299,0.0359,0.2134,-0.0531,-0.0059,0.0047,0.21,-0.0154,-0.0236,0.2099,-0.1289,0.0589,0.0374,-0.0763,0.2051,-0.0804,-0.0341,0.0015,0.1389,-0.0124,0.2089,0.2051,-0.0901,0.1111,0.0083,-0.0161,-0.0774,-0.0149,-0.0713,-0.003,-0.0876,-0.0062,-0.0452,-0.0407,-0.2645,-0.0714,0.0044,0.0503,-0.2528,0.0299,0.0492,-0.0023,-0.0154,-0.0331,0.2173,-0.1344,-0.0006,0.0229,-0.0877,-0.0293,0.0433,0.0145,-0.0526,-0.0583,-0.0282,0.0493,-0.0041,0.1108,-0.0168,-0.006,-0.0344,0.0622,-0.0596,-0.0859,0.085,-0.0155,-0.1573,0.2125,-0.049,-0.301,0.098,-0.0302,-0.2589,-0.1771,-0.2758,0.0141,0.0078,0.0118,-0.0552,0.2022,0.0616,0.0059,-0.1079,-0.261,0.2027,0.0651,0.0698,-0.0071,-0.0795,-0.1119,0.0445,-0.0512,-0.0695,-0.0211,-0.0196,-0.0693,-0.0409,-0.2021,-0.0992]]},"items":[{"id":"discovery-611401-0239","set":"practice","cohort":"ambiguous","family":"unit_conversion","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_356, reference 022. These are not inputs to this request.\nCarry out this request: convert a length in feet to meters.\nNumeric length in the input unit: either \"18\" or \"189\", with no preference specified.","tools":[{"function":{"description":"Convert a length in meters to feet. Inert synthetic operation.","name":"fx_57343","parameters":{"additionalProperties":false,"properties":{"p_1_22":{"description":"Numeric length in the input unit","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_22"],"type":"object"}},"type":"function"},{"function":{"description":"Convert a length in feet to meters. Inert synthetic operation.","name":"fx_53817","parameters":{"additionalProperties":false,"properties":{"p_1_22":{"description":"Numeric length in the input unit","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_22"],"type":"object"}},"type":"function"}],"prompt_tokens":597,"decision":{"rms":0.3902640829433334,"sumsq":155.96037574205548,"hb":[0.00759,-0.10172,-1.89318,0.12592,-1.38312,-0.12226,-0.51802],"lse":22.988063502212412,"logits":[14.319,13.491,13.577,17.564,14.69,13.834,12.52,11.467,12.353,13.359,14.085,16.48,11.691,9.956,14.966,10.095,8.827,13.107,10.491,9.49,19.614,10.512,13.946,14.38,11.882,11.316,10.585,9.646,13.631,9.812,9.729,13.847,12.901,8.731,13.869,13.339,9.924,11.294,10.304,14.211,12.976,9.877,8.972,11.214,5.4,7.306,1.178,11.423,6.927,14.724,4.384,7.752,9.081,8.222,12.927,6.572,9.887,13.574,11.454,6.5,7.372,14.255,4.671,8.346,9.548,11.02,5.089,9.564,-0.235,17.935,6.99,7.854,9.104,-1.828,8.681,4.449,8.672,6.529,7.517,10.703,10.402,8.354,7.026,9.752,14.756,5.429,7.699,6.178,9.445,11.036,3.902,5.265,16.685,13.266,3.622,6.339,12.52,-1.797,3.906,3.873,6.422,7.962,-1.43,5.682,-0.874,13.84,10.042,4.809,7.386,10.83,8.379,10.569,5.98,5.818,7.225,11.144,14.473,5.433,7.271,5.875,12.072,11.122,13.127,13.537,12.874,10.315,4.31,11.395,7.875,9.792,1.808,7.626,4.627,6.828,13.436,6.36,4.627,14.373,4.968,9.776,7.652,13.789,10.751,5.194,0.572,5.741,12.429,1.452,15.138,2.965,-1.229,11.601,7.698,7.694,7.159,9.816,6.987,9.131,8.835,10.948,8.078,2.937,9.298,-3.306,7.308,5.562,9.42,8.531,-5.517,9.338,12.859,10.799,12.87,9.218,9.194,7.328,7.277,6.422,13.595,7.244,7.432,5.407,10.365,4.27,6.355,15.798,6.441,10.086,-1.564,9.373,10.162,3.693,11.547,14.078,4.967,5.641,7.758,10.43,8.459,3.895,5.669,11.47,5.598,3.495,12.305,6.847,9.645,6.828,6.784,13.988,3.871,10.642,13.621,3.886,6.065,7.297,-6.408,0.066,6.474,3.109,6.246,7.992,6.985,3.436,-1.845,9.243,7.348,4.617,3.342,3.987,12.667,-1.817,3.596,6.45,8.884,10.758,3.537,10.62,5.944,8.495,12.641,6.048,3.729,1.957,4.482,10.59,1.681,-3.076,8.941,8.26,-1.825,9.937,8.302,9.875,7.633,-2.663,11.309,11.242,7.351,12.159,9.281,9.812,3.182,1.843,6.55,7.757,7.494,9.33,6.031,13.257,0.059,6.777,0.936,1.288,2.495,9.167,11.529,6.534,7.774,-1.198,10.15,9.998,0.359,5.758,5.881,8.198,-0.487,6.307,11.487,10.851,8.356,7.456,10.056,8.363,9.765,10.321,9.55,11.399,14.152,10.114,9.865,6.001,8.271,8.102,5.421,4.961,6.606,10.101,1.372,11.353,8.823,4.61,13.309,4.752,0.097,-1.794,8.896,8.259,-5.157,-1.26,6.024,10.22,14.34,9.247,10.342,10.236,-3.686,-0.421,8.076,9.769,15.397,8.687,0.967,12.321,12.585,6.839,11.026,3.336,4.184,6.647,-0.725,9.846,11.65,12.252,11.171,3.575,8.806,5.157,6.272,2.698,8.548,5.435,-2.815,4.211,8.457,12.573,8.869,11.161,10.756,8.937,2.585,6.888,-3.054,-0.874,10.698,11.11,12.769,4.78,2.734,2.824,9.096,9.208,2.42,8.156,10.331,4.627,5.06,9.909,7.326,13.116,3.751,-1.734,15.879,2.841,8.956,4.955,2.389,2.573,9.78,10.333,4.242,9.71,3.622,11.305,-0.66,9.613,7.663,4.943,1.544,1.899,3.903,-3.72,6.286,4.194,10.955,0.589,8.578,10.818,-2.42,2.178,12.325,8.974,1.773,5.311,9.012,8.305,-2.278,11.484,10.271,9.81,5.532,14.174,0.94,7.819,11.299,9.588,3.923,0.071,12.791,-0.779,12.284,7.448,2.422,4.198,4.718,6.614,9.055,6.832,12.522,10.385,8.926,7.345,6.316,6.26,3.786,5.542,10.546,0.422,11.738,3.009,8.575,0.388,8.175,-1.278,5.192,3.405,10.776,6.779,7.513,0.372,3.239,9.896,11.306,5.331,9.739,2.585,0.84,1.172,8.962,8.969,8.325,12.134,10.418,-1.502,3.201,3.035,0.407,7.019,7.24,2.724,6.797,6.156,9.627,0.082,7.485,10.199,-2.694,9.065,16.248,8.463,6.698,6.974,9.471,8.886,4.879,4.435,11.304,0.869,7.881,1.429,6.439,1.576,3.144,5.739,1.955,3.804,1.019,6.136,9.524,12.26,5.442,9.005,0.608,2.958,7.796,3.715,7.804,13.079,7.104,8.509,8.924,3.5,3.84,-0.932,6.622,8.238,0.047,0.056,1.646,7.326,3.893,5.351,4.111,5.272,5.1,11.716,8.509,2.905,5.986,8.778,5.448,0.941,0.214,9.589,-0.279,7.964,9.776,7.02,7.09,6.9,2.866,8.193,-2.883,1.185,6.914,11.826,4.602,11.262,3.916,7.42,10.404,4.32,-1.509,2.03,7.334,9.333,7.383,2.567,8.649,1.699,0.956,5.935,3.322,8.589,5.23,4.348,-2.628,6.945,8.037,2.974,2.129,7.846,8.916,-0.227,2.476,-0.447,7.877,1.246,8.706,-0.799,11.724,8.454,-0.293,6.869,8.104,0.29,3.07,2.527,3.368,12.514,2.423,8.023,9.707,5.646,11.181,10.052,1.439,-0.744,-2.274,0.877,9.036,8.608,7.775,7.466,0.399,7.736,2.828,10.034,4.695,7.289,10.216,4.257,5.101,0.701,5.745,11.56,5.344,7.39,-2.263,3.245,3.923,2.21,3.198,4.997,8.252,11.151,8.303,1.209,1.063,4.216,12.162,-0.205,6.281,8.315,7.469,7.798,6.536,-0.655,3.644,1.605,-0.374,3.055,9.143,9.076,-3.751,2.083,-0.231,12.773,-2.401,3.381,8.784,7.202,6.876,8.164,2.272,7.526,7.219,-0.168,8.497,10.553,-5.172,-0.787,2.951,7.063,0.381,7.324,9.432,5.188,0.862,3.938,2.557,2.376,6.695,10.129,0.681,3.025,-0.877,10.609,7.686,11.086,7.311,6.432,9.724,7.596,2.141,6.577,1.402,3.459,7.629,0.124,5.595,2.963,1.107,-0.575,12.052,-1.834,5.504,2.238,-1.904,6.695,7.392,-1.461,8.675,10.34,1.669,1.25,4.362,4.96,4.191,2.835,2.491,2.92,5.218,3.921,1.2,10.043,-2.475,9.203,8.121,4.766,5.852,0.266,1.931,5.2,-0.371,8.052,7.973,2.542,10.435,0.5,2.559,5.889,6.004,5.527,7.001,2.042,1.67,2.621,5.901,0.664,0.036,9.137,-0.638,1.753,5.282,2.059,-1.357,1.948,5.693,0.711,3.28,-1.276,0.797,8.476,4.766,3.76,1.617,0.912,-0.609,2.235,-1.54,-3.01,6.731,7.59,0.457,-1.034,5.25,7.765,2.872,9.134,10.149,-2.038,4.09,6.541,6.17,3.345,8.799,-0.012,8.16,1.345,11.127,-1.152,-1.936,4.078,2.463,2.197,0.101,0.539,1.081,0.77,2.842,4.545,-0.932,4.337,2.427,2.654,-0.885,-0.856,-1.338,0.764,3.837,1.867,3.213,1.254,4.392,1.028,5.1,0.904,0.812,3.928,0.152,5.309,2.197,4.897,4.963,3.293,-1.674,3.101,-0.371,0.758,1.68,-2.032,3.266,2.169,1.8,2.257,0.126,-0.102,2.049,12.325,8.01,2.865,3.64,3.796,4.844,4.752,0.308,-0.739,1.302,2.307,-1.503,1.171,-0.383,-3.921,2.984,0.24,0.089,-0.411,2.591,-0.476,-2.443,2.707,-0.526,0.159,-0.423,-0.016,1.606,-1.571,-0.955,-0.491,2.303,0.917,0.289,1.055,-0.285,-0.621,3.005,4.393,0.19,-2.289,-2.542,1.581,-1.149,-0.491,1.823,2.734,4.336,0.942,-2.096,-0.951,3.956,5.581,-1.168,0.659,5.165,3.249,-1.262,-1.415,0.867,0.442,-1.216,3.298,-0.016,1.864,4.196,6.419,1.906,1.659,4.967,3.096,-0.806,4.554,-3.839,2.301,0.193,-1.041,3.824,1.549,2.34,2.572,-3.542,-0.51,3.541,0.731,-0.556,0.576,2.266,4.36,0.898,5.594,-0.161,1.949,0.122,2.374,0.218,0.892,3.869,-0.373,0.887,3.852,-0.953,1.535,3.557,4.621,1.408,4.81,-0.178,3.714,0.896,-0.112,5.572,4.976,2.73,2.433,0.425,2.59,-1.408,-0.705,-2.033,-4.426,0.419,-0.531,0.942,-2.267,1.87,-0.852,0.415,8.257,4.044,3.26,2.574,4.238,2.065,0.501,0.632,3.509,1.388,0.033,3.466,0.862,3.419,2.807,2.19,0.303,4.499,-2.406,3.85,-0.082,-1.145,0.667,-4.54,0.834,3.252,1.999,0.119,3.159,3.249,5.179,0.1,3.844,2.021,1.621,5.254,-0.49,3.679,3.572,-2.046,-0.646,0.37,0.928,-2.287,-1.079,-0.54,-2.082,0.868,-3.518,1.885,-0.24,-0.312,0.396,1.856,2.803,0.198,2.396,4.92,2.362,-4.213,9.818,22.922,11.124,11.35,11.612,16.036,14.906],"base_top":[[248058,22.922],[40,19.614],[760,17.935],[16,17.564],[1206,16.685],[27,16.48],[27775,16.248],[248068,16.036],[15947,15.879],[3928,15.798]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,20,18,23,16,22,29,198,27,15704,16874,62,16,62,17,17,29,198,16,23,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","5","3","8","1","7",">","\n","<","parameter","=p","_","1","_","2","2",">","\n","1","8","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.8148,-1.8256,1.812,0.7613,-1.9245,1.3185,-0.586,0.0471,0.2414,-0.8663,0.0646],[-4.6955,0.2323,7.2109,14.5515,-0.6989,-2.0293,1.9559,-0.7778,0.1415,-0.6322,-0.5294],[-5.3129,-1.3541,11.4168,18.6577,-1.4038,-0.9253,-0.2322,-0.2017,0.2375,-0.7973,-0.2665],[-2.2859,-2.0144,9.9783,16.1642,-1.821,-0.5515,1.5206,-0.7885,0.1665,-0.5903,-0.0878],[-2.8039,-2.4607,10.2378,15.5206,-2.0154,-0.7784,-0.666,-0.7021,0.3183,-1.0921,0.5885],[-1.548,-3.4348,9.7401,15.5266,-0.8436,-0.4603,0.6734,-0.9195,0.5741,-1.1882,0.126],[-3.7184,-2.0993,11.9231,21.2444,-2.3603,-0.3412,-0.8104,-1.513,0.3703,-1.4333,-0.01],[-2.3352,-2.1331,16.0262,20.3535,-2.2688,-1.4188,-2.3126,-0.9324,0.2319,-1.5189,-0.4967],[-3.4066,-1.8628,13.2438,19.0454,-0.1213,-1.6039,0.3048,-1.418,0.1031,-1.5517,-0.3275],[-3.16,-3.1373,13.7055,21.2178,-0.6879,-1.1979,0.1589,-1.2427,-0.0444,-1.7131,-0.4601],[-3.754,-3.5749,13.3772,20.164,-1.402,-0.9695,-2.0358,-1.786,-0.1796,-1.354,-0.5052],[-4.2206,-1.822,10.9374,20.7461,0.0499,-1.5855,0.0406,-1.6743,0.0451,-1.3364,-0.5305],[-5.2465,-0.8493,10.2185,22.1961,-1.4687,-2.066,1.1095,-0.6642,0.1391,-0.9662,-0.0754],[-5.7763,-0.4855,10.0568,21.8158,-1.7819,-2.0549,1.5553,-0.0201,0.3211,-0.7463,-0.4103],[-4.6823,-0.5344,9.9117,16.8496,-1.4735,-1.114,0.0325,-0.316,-0.0655,-0.9933,-0.2461],[-1.5716,-1.3311,9.511,17.5341,-2.2686,-1.4331,2.8967,-0.2569,0.0386,-0.7713,-0.4949],[-2.2722,-1.8306,10.1633,19.9864,-2.7021,-1.3964,-1.2616,-0.803,0.0322,-1.0318,0.0952],[-4.0564,-1.4215,10.7123,21.8241,-2.5345,-1.4863,0.429,-0.9454,0.2865,-1.2392,-0.2705],[-3.2602,-2.6162,14.7112,22.7247,-2.2625,-1.5858,-0.2743,-0.404,0.1757,-1.3317,-0.676],[-4.1717,-2.2475,11.5219,22.4708,-2.1626,-0.6105,0.6204,-1.521,0.2438,-2.056,-0.0455],[-3.9826,-2.7472,15.2905,22.0136,-1.4939,-0.8418,-0.3425,-0.955,0.2022,-1.7032,-0.6022],[-4.5668,-1.8314,11.7151,22.1231,-0.5176,-1.6756,0.5626,-1.125,0.0947,-1.6802,-0.2568],[-4.9552,-1.0545,11.3719,22.4805,-1.6727,-2.4851,0.9655,-0.7849,0.0821,-1.3498,-0.1651],[-3.4309,-1.2762,13.753,20.6778,-3.3999,-1.0239,2.122,-0.5296,0.4017,-1.1014,-0.4456],[-1.5392,-1.4575,17.3154,17.4947,-1.8112,-0.0257,-1.8154,-0.646,0.3197,-1.159,-0.2728],[-2.192,-1.7565,12.8417,17.7431,-0.5071,-0.6126,-0.7436,-1.0173,0.278,-1.8257,-0.3681],[-3.5056,-0.4798,12.6311,18.5589,-1.324,-2.2942,-0.6162,-0.8294,0.2822,-1.61,-0.294],[-3.3464,-1.0631,12.1248,17.0655,-1.4215,-0.7965,-0.6092,-0.4264,0.3023,-1.2306,-0.7968],[-2.7342,0.05,10.9428,15.5499,-1.573,-0.8893,0.6142,-0.3408,0.1355,-0.4588,-0.7793],[-3.6829,0.2113,8.5329,20.9247,-0.8822,-2.6222,0.4955,-0.8434,0.1454,-1.06,-0.2329],[-3.5522,-1.656,10.7427,18.2928,-1.491,0.0912,1.1147,-0.6132,-0.019,-1.2914,-0.1943],[-4.2597,-0.0628,9.6464,16.182,-0.5112,-0.6537,0.2036,-0.7058,-0.0625,-1.0831,-0.413],[-1.4587,-0.7276,9.8584,17.5946,-2.0266,-0.827,2.6994,-0.3586,-0.0543,-0.7811,-0.5053],[-2.2387,-1.3057,10.2191,21.1117,-1.9905,-1.5053,-1.283,-0.6854,-0.1279,-1.1018,-0.0127],[-2.6417,-0.2605,10.6026,19.9496,-1.5315,-2.8002,-0.707,-0.7201,-0.0161,-1.2855,-0.2219],[-4.4167,-1.7586,10.5537,22.1381,-0.7215,-2.1407,0.0847,-0.8739,-0.0217,-1.4836,-0.2389],[-3.3164,-1.2934,13.4024,19.8859,-2.2183,-1.3727,0.6855,-0.1584,-0.0608,-1.2132,-0.2029],[-1.3705,-1.2524,16.5413,16.3671,-0.9978,-1.5338,-1.3759,-0.6422,-0.0331,-1.3236,-0.2307],[-4.8593,-1.6047,11.5074,22.7187,-1.4017,-1.8704,1.2123,-0.6326,0.0357,-1.4953,-0.2738],[-4.7185,-1.5946,12.2653,18.536,-1.7067,-0.8561,0.9396,-0.4976,0.2779,-1.1854,-0.673],[-2.8895,-0.416,11.3166,15.9358,-1.3231,-0.517,1.2124,-0.6221,0.1452,-0.6252,-0.7631],[-3.9778,-0.0299,8.0511,19.3711,-0.1829,-2.4236,0.156,-0.6787,0.4099,-0.938,-0.0898],[-4.5202,-1.802,11.067,20.2391,-1.715,-1.4418,1.5163,-0.3837,0.2944,-1.1403,-0.3458],[-5.6043,0.1176,11.3617,17.8099,-0.5594,-0.666,-0.3518,-0.4726,0.0635,-0.8295,-0.2661],[-4.32,-0.171,9.5621,15.8494,-1.2592,-0.7084,-0.248,-0.6768,0.0585,-0.7855,-0.3642],[-4.79,0.0484,5.9965,12.8815,-0.6283,-2.1847,2.1629,-1.2413,0.2074,-0.8567,-0.2201],[-4.6295,-2.9166,9.2837,15.6864,-1.756,-1.3458,3.0814,-0.1778,0.368,-0.9497,-0.0937],[-4.7353,-0.6554,9.4618,12.8108,-1.7229,-1.0953,0.591,-0.9248,0.0821,-1.0693,-0.0532],[-4.2244,-0.1714,8.2221,12.4096,-2.5589,-1.0737,-1.3962,-1.2153,0.0235,-1.3172,0.0928]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_53817>\n<parameter=p_1_22>\n18\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_53817>\n<parameter=p_1_22>\n18\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_53817>\n<parameter=p_1_22>\n18\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_53817>\n<parameter=p_1_22>\n18\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_53817>\n<parameter=p_1_22>\n18\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0075","set":"practice","cohort":"need_clarification","family":"record_retrieval","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please find records whose text matches a query.\nSearch query or exact record identifier, as requested: not provided.\nUnrelated archived note: cedar_108, reference 095. These are not inputs to this request.","tools":[{"function":{"description":"Retrieve one record by its exact identifier. Inert synthetic operation.","name":"fetch_record","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"key":{"description":"Search query or exact record identifier, as requested","type":"string"}},"required":["key"],"type":"object"}},"type":"function"},{"function":{"description":"Find records whose text matches a query. Inert synthetic operation.","name":"search_records","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"key":{"description":"Search query or exact record identifier, as requested","type":"string"}},"required":["key"],"type":"object"}},"type":"function"}],"prompt_tokens":555,"decision":{"rms":0.36204733977869596,"sumsq":134.22313087061048,"hb":[-0.03289,-0.02048,-0.92346,0.33362,-0.49907,0.04764,-0.36329],"lse":21.022380253838474,"logits":[12.714,12.242,12.249,11.166,11.325,9.724,8.609,7.608,8.96,11.047,7.998,14.836,10.165,7.541,13.062,8.653,7.248,7.753,8.241,9.39,18.976,6.773,9.912,15.167,12.08,8.847,8.528,9.081,10.635,6.155,9.009,12.849,12.566,6.763,10.8,6.914,5.417,9.4,5.54,7.023,11.158,3.614,5.821,11.657,3.842,6.785,-0.642,7.71,6.457,13.834,1.684,7.193,7.021,7.201,5.787,4.304,7.962,11.389,10.673,6.563,4.878,12.84,-0.028,5.395,8.048,9.437,5.075,10.119,0.641,17.297,13.06,12.798,8.861,5.566,8.404,3.417,7.626,8.045,8.679,7.63,7.888,7.485,7.726,6.581,7.74,8.541,7.803,1.493,10.393,9.203,-0.934,4.071,13.518,10.363,7.458,5.533,9.638,-3.974,-0.6,1.987,5.194,8.407,0.69,8.056,2.213,12.258,8.54,0.817,2.625,8.482,5.102,10.484,5.362,5.447,6.344,8.106,14.968,2.594,6.214,10.713,9.852,8.46,11.05,13.016,13.161,10.924,3.835,8.394,7.255,7.581,1.658,5.309,2.06,3.809,10.131,13.778,6.28,13.025,1.521,6.831,6.95,13.282,15.057,3.017,2.049,7.578,11.461,-2.824,15.51,1.368,-4.003,7.666,6.881,6.704,1.334,8.661,4.688,4.433,4.518,8.242,7.419,3.596,8.907,-1.556,6.204,2.646,10.732,6.791,-4.741,10.459,10.629,10.329,11.729,4.43,6.475,9.234,16.445,5.97,10.821,7.836,5.277,1.263,5.114,1.683,7.553,16.619,3.733,7.175,3.219,9.234,8.828,3.364,11.739,9.599,5.887,2.361,8.939,13.59,8.513,3.65,4.833,11.956,3.609,1.022,9.58,8.759,12.165,12.376,0.682,9.085,2.743,12.397,14.818,1.688,8.016,2.887,-4.708,5.375,-0.675,1.426,10.889,13.417,6.072,1.943,-1.884,8.152,8.925,2.643,-1.248,0.559,11.761,-1.596,-0.298,10.925,11.061,11.489,5.298,6.338,3.234,8.665,7.718,1.444,5.334,4.35,5.104,10.429,-1.507,-0.609,11.226,6.959,0.844,12.543,7.059,9.691,2.026,4.613,9.137,12.477,5.486,11.412,12.125,8.625,2.74,0.371,2.175,10.857,2.161,7.349,3.659,10.999,-0.034,-0.837,-1.292,-0.574,-0.724,12.274,7.736,3.837,5.466,0.829,15.679,6.274,-2.232,6.652,3.199,7.375,-3.28,9.164,8.041,11.726,7.885,5.052,11.326,11.585,6.407,11.757,12.873,10.75,12.436,3.439,8.848,6.832,4.803,8.531,4.772,3.474,8.529,11.197,1.039,8.767,7.305,3.111,14.265,2.247,-2.015,-0.499,6.99,4.532,-2.404,2.925,0.815,6.784,5.965,5.704,4.274,7.963,-5.301,-5.824,8.835,9.187,15.212,6.971,0.062,10.151,13.587,1.329,9.485,0.929,2.28,4.122,-1.419,10.954,11.978,11.786,5.163,5.583,6.89,11.255,7.179,9.175,15.203,3.459,-2.041,0.309,11.812,11.621,3.453,10.791,9.544,7.781,-0.513,3.422,1.433,-0.267,13.684,13.617,11.032,4.542,0.572,6.524,5.493,10.738,-0.083,5.665,9.955,3.755,4.879,9.755,9.481,12.214,-0.11,-3.736,11.999,0.306,6.86,2.545,1.459,3.567,13.758,14.076,1.05,12.623,5.527,11.993,-2.097,9.445,5.424,-0.601,0.076,5.182,4.378,-2.202,3.925,-0.417,7.351,-1.291,6.622,12.309,-2.92,1.643,7.951,6.079,4.67,5.484,7.703,7.713,-1.216,10.62,5.423,6.858,4.625,9.361,1.644,8.305,1.783,7.305,1.853,-1.21,12.528,0.059,12.384,7.532,8.563,7.011,0.058,6.276,6.075,6.506,17.088,11.775,8.735,13.308,6.524,5.412,0.238,7.065,8.935,-0.453,8.497,1.261,6.449,1.905,8.114,0.828,4.336,2.527,9.195,3.046,3.656,-1.956,1.585,9.574,10.672,4.896,9.82,3.354,0.153,1.639,5.058,8.329,7.389,10.731,6.014,-2.853,2.001,1.223,-1.202,8.266,1.372,1.519,12.806,4.541,8.073,-0.963,6.341,10.686,0.119,7.814,15.046,8.863,5.67,8.894,4.644,12.35,4.729,4.843,13.574,-0.929,6.217,-0.622,7.614,-0.483,3.499,1.89,2.967,3.003,-2.499,3.587,6.244,11.719,5.035,7.937,-1.899,7.876,6.32,4.243,9.666,11.601,7.785,5.814,4.76,-1.147,-0.225,-0.984,2.732,4.99,3.448,-2.058,0.853,5.937,4.821,4.277,2.973,1.637,6.924,4.143,7.849,3.88,0.002,6.528,4.054,4.486,-0.473,11.777,-0.349,7.314,9.633,7.047,2.632,5.547,-0.598,4.011,-2.778,-0.613,7.165,6.113,5.645,9.309,8.6,6.355,5.802,2.4,-2.401,2.108,6.794,9.161,7.488,1.693,5.246,4.742,-0.926,1.995,7.593,8.465,-0.35,13.908,-4.675,5.929,5.523,3.429,1.297,6.328,13.14,-1.477,3.528,1.598,6.243,-0.875,6.411,-0.291,8.503,10.928,-5.4,4.975,13.493,-2.495,4.591,-0.337,9.562,10.798,7.36,5.778,7.329,1.048,9.376,8.14,-2.54,-2.974,-4.838,0.048,6.769,12.841,8.405,5.158,-3.684,7.689,4.469,8.603,6.831,5.3,10.289,8.312,3.743,2.493,3.197,10.038,4.655,8.338,-4.719,3.324,4.861,0.764,4.836,2.524,8.33,8.008,6.418,2.085,0.785,6.071,7.086,-1.017,6.237,5.788,3.532,7.712,4.364,-7.499,1.576,2.261,0.052,1.651,5.04,7.488,0.37,3.0,-0.879,12.708,-2.85,9.311,6.755,3.518,3.413,6.871,1.727,3.466,6.281,-2.12,4.125,8.438,-5.063,-1.172,2.67,2.02,0.303,2.101,6.503,7.058,0.58,3.366,2.428,2.506,6.304,12.789,-0.447,1.237,3.515,10.032,3.346,7.559,3.82,7.837,9.81,5.72,3.763,3.179,-2.773,1.589,7.082,-1.653,5.443,2.267,4.846,-0.774,9.461,-2.357,3.561,7.6,0.197,3.416,7.018,-0.8,7.162,7.269,5.5,0.81,7.645,9.854,4.174,5.883,4.561,1.403,3.867,-2.295,4.244,4.481,-0.359,3.872,3.645,1.814,5.547,4.845,-1.96,4.937,-1.973,7.623,7.4,2.284,10.001,4.452,4.466,4.053,3.522,2.493,5.971,1.368,3.886,2.405,6.199,0.8,-3.12,6.235,5.463,0.018,4.404,-1.895,-6.077,-0.678,10.476,0.861,7.271,-1.859,1.23,7.931,3.008,-0.398,1.849,-0.996,1.356,0.244,-0.855,-2.001,5.887,6.028,0.624,-1.865,2.264,4.837,0.845,4.106,10.966,-4.781,6.364,2.649,2.461,6.237,6.852,0.869,1.655,2.262,7.88,0.374,-0.884,1.545,0.485,-6.153,-4.872,-0.899,-0.172,0.496,-0.336,3.483,-1.509,7.114,3.702,1.088,-4.207,-2.385,-3.096,-0.948,1.609,0.468,6.6,-1.026,3.651,1.372,5.412,0.06,0.261,-2.628,-1.28,3.68,1.377,4.61,1.955,5.269,-0.68,1.534,0.678,2.416,0.504,-2.948,0.038,0.996,-0.329,-1.26,1.231,-3.568,0.817,8.027,8.098,0.37,0.635,1.739,5.77,5.188,-2.287,0.627,2.308,2.022,-0.79,0.45,-1.663,-3.175,4.927,-1.607,1.43,0.643,-0.924,-0.203,-0.152,1.358,-1.267,-0.198,1.864,-0.743,0.278,-2.529,1.132,-0.957,0.102,-0.717,-1.384,1.242,0.398,-1.57,1.478,4.78,-0.339,-2.085,-0.596,-0.457,2.078,-0.159,1.328,2.5,1.263,1.288,-0.881,-5.963,6.984,3.794,-0.164,1.926,2.441,2.977,-0.462,-0.631,-1.168,-1.349,-3.639,4.692,-0.267,1.35,2.207,5.6,-1.418,1.197,3.534,1.473,1.014,3.13,-0.731,1.6,-1.925,0.446,0.664,-0.465,-0.917,0.579,-3.035,-4.019,4.42,-1.089,-0.497,1.615,0.876,5.445,-2.762,6.155,1.918,1.533,-0.63,-0.024,0.556,-2.805,2.134,1.874,1.556,1.597,-1.586,-3.981,0.704,2.125,0.375,4.566,1.293,2.133,-0.442,-1.978,1.991,-1.927,3.945,2.804,0.039,2.595,-2.878,0.067,0.26,-1.608,3.036,-3.419,-0.131,2.627,-0.101,1.656,-0.223,2.365,5.497,-0.354,0.549,3.599,1.482,0.109,-0.244,3.609,-0.875,-1.241,6.631,-0.19,3.598,1.404,9.829,0.125,5.716,-1.64,1.108,-1.484,0.241,-1.609,-0.793,-4.349,-0.604,4.218,-0.958,1.688,1.342,1.078,-0.875,0.732,2.322,-0.956,3.148,-0.304,5.89,3.922,-1.039,-1.3,-0.044,-0.239,-1.716,-0.605,-1.327,-0.57,3.683,-1.598,6.962,1.778,-1.181,-2.636,6.55,3.739,0.409,1.489,5.04,0.37,-1.818,8.828,20.7,10.141,10.618,10.229,15.617,12.995],"base_top":[[248058,20.7],[40,18.976],[760,17.297],[22916,17.088],[3928,16.619],[3811,16.445],[8725,15.679],[248068,15.617],[2665,15.51],[12189,15.212]]},"positions":{"tokens":[248058,198,27,1628,28,9353,13786,29,198,27,15704,83592,29,198,1931,277,62,16,15,23,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fetch","_record",">","\n","<","parameter","=key",">","\n","ced","ar","_","1","0","8","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.0044,1.2508,0.2542,0.0828,-2.1186,0.5617,-1.1995,-0.2414,0.175,-0.9121,-0.2612],[-3.3136,0.6,7.8954,15.53,-1.2122,-1.8203,1.0389,-0.874,0.181,-0.6513,-0.4287],[-3.443,0.5804,11.0652,18.2196,-1.9095,-0.6538,-0.7641,-0.3837,0.1116,-0.7653,-0.2377],[-1.2178,-0.288,11.1994,17.7278,-2.3526,-0.4635,0.2137,-1.0561,0.0771,-0.7492,-0.0386],[-0.989,-0.342,10.5957,17.9254,-2.5468,-0.4742,-2.0389,-0.6968,0.1071,-0.8762,0.5044],[-0.4683,-0.1445,12.6228,15.1209,-1.2829,-1.3584,-1.3567,-1.0505,0.178,-1.1713,0.0606],[-3.0236,-0.6693,11.0629,21.1679,-1.2365,-0.5984,0.1601,-1.1191,-0.2345,-1.1894,0.1002],[-4.2511,-1.2692,10.5793,20.7391,-0.5234,-1.8914,0.0609,-0.8516,-0.3684,-1.351,0.1999],[-5.1501,-0.012,11.1152,21.6458,-1.3815,-2.2589,2.3058,-0.3191,-0.2279,-1.1307,-0.0807],[-4.5688,0.0746,12.2097,17.8474,-0.618,-1.5331,0.649,-0.2963,-0.2091,-1.3041,-0.1866],[-0.8893,-0.4788,10.4606,17.223,-2.3309,-1.1286,2.2185,-0.5909,-0.3377,-1.0643,-0.0969],[-1.5808,-0.8575,11.0046,17.9873,-1.8216,-1.9121,-1.0896,-0.5514,-0.3901,-1.2627,0.492],[-3.4557,-1.27,12.257,21.0287,-1.8058,-2.4197,-0.1449,-0.9472,-0.0642,-1.4855,0.1684],[-0.9208,0.3043,15.3914,17.8283,-3.1874,-1.6319,-0.0041,-0.3875,0.3147,-1.2549,0.061],[1.0927,0.5263,18.4388,11.9011,-1.4529,-1.9207,-3.3067,-0.5405,0.2297,-1.1691,-0.0292],[-0.588,-1.2889,11.7007,18.0364,-0.7806,0.0544,-0.4325,-1.5988,0.0474,-1.2906,0.3028],[-3.5723,-0.3247,13.0485,22.2922,-1.5095,-0.186,-0.1467,-1.3927,0.1247,-1.6925,-0.1959],[-2.1481,-2.0125,15.7431,21.2455,-1.5866,-0.3357,-1.5751,-0.3714,0.0631,-1.5023,-0.7764],[-2.8351,-0.8632,13.3655,21.1175,-1.1679,-1.1134,-2.1968,-1.466,-0.3478,-1.7196,-0.4271],[-2.2645,-0.8156,12.4395,20.3584,0.949,-1.4107,0.8142,-1.2116,-0.0104,-1.5951,-0.285],[-3.0342,-0.0589,11.812,21.6271,-0.5682,-1.6871,0.9437,-0.7027,0.0223,-1.4904,-0.0209],[-3.7021,-0.7647,12.7757,19.3329,-1.2763,-0.8101,0.8852,-0.411,0.1881,-1.1876,-0.5631],[-2.7066,0.384,11.4423,17.0945,-1.4817,-0.5013,0.7769,-0.3934,0.0197,-0.6537,-0.6718],[-3.0923,0.0968,9.1139,20.4377,-0.6098,-2.6009,0.1567,-0.7248,0.032,-1.2544,-0.128],[-1.5925,-0.8728,10.7917,21.1023,-0.6289,-1.1638,1.678,-0.2905,0.0737,-1.2288,-0.2558],[-2.6652,0.5544,10.0594,15.8942,-1.0716,-0.9676,-0.4995,-0.6212,-0.2722,-1.2677,-0.4036],[-0.5455,-0.1701,10.8654,17.3595,-2.2267,-0.5733,2.0661,-0.3422,-0.226,-0.9318,-0.1753],[-1.6759,-0.872,11.0466,17.9373,-2.1626,-1.934,-1.2964,-0.3718,-0.2532,-1.0854,0.4845],[-1.4208,-1.2361,14.1354,18.4297,-1.3,-1.9522,-1.1142,-1.0775,-0.2783,-1.5147,-0.2088],[-3.6309,-1.8518,11.3162,21.2927,-0.5846,-2.2722,0.1208,-0.8915,-0.1786,-1.5018,0.2533],[-2.8674,-0.8734,12.9965,18.5154,-1.9389,-1.8321,0.9459,-0.3341,-0.1672,-1.2776,-0.132],[-1.2975,-0.8224,16.8441,14.9053,-0.2235,-1.8043,-1.4862,-0.6264,-0.2018,-1.3427,-0.127],[-4.5074,-0.6698,10.8802,22.4305,-0.6306,-1.836,0.7959,-0.541,0.031,-1.3304,-0.2719],[-4.5433,-1.4806,12.2867,18.557,-1.7263,-0.5601,1.2093,-0.5728,0.1084,-1.2815,-0.6456],[-3.1746,-0.7751,11.3308,16.3804,-1.5535,-0.4128,1.4944,-0.5681,-0.016,-0.6959,-0.7199],[-4.0135,-0.3998,9.0759,20.717,-0.6218,-1.7075,0.4744,-0.7132,0.2441,-1.0765,-0.0528],[-3.0309,-0.4082,10.3616,21.0546,-1.0606,-1.5519,2.0006,-0.2583,0.2385,-1.0336,-0.3695],[-4.6651,0.2956,11.3694,17.5157,-0.496,-1.0757,-0.3179,-0.3977,-0.1459,-0.9861,-0.1325],[-4.06,-0.0262,10.5737,16.8109,-1.9241,-0.475,-0.4432,-0.8154,-0.0881,-1.0396,-0.3736],[-4.3093,0.1493,6.2052,13.2252,-0.9791,-1.9422,1.7739,-1.4044,0.1385,-1.0409,-0.2483],[-3.5144,-1.9865,9.7069,16.7634,-0.567,-1.3008,2.2667,0.0168,0.2812,-1.0498,-0.2869],[-3.5549,-0.0911,8.5961,12.3564,-1.2967,-1.4629,-0.301,-0.9345,0.0219,-1.2776,0.1438],[-3.0696,0.9162,8.9722,13.3469,-1.911,-0.6926,-1.1769,-0.9496,0.1096,-1.5417,-0.0256]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fetch_record>\n<parameter=key>\ncedar_108\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fetch_record>\n<parameter=key>\ncedar_108\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0173","set":"practice","cohort":"valid_call","family":"substring_position","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_11388 {\"p_1_41\": \"cedar_332\", \"p_2_44\": \"019\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_306, reference 065. These are not inputs to this request.\nThe operation I need is: find the last position of a term in stored text.\nStored document identifier: \"cedar_332\". Text to locate: \"019\".","tools":[{"function":{"description":"Find the last position of a term in stored text. Inert synthetic operation.","name":"fx_11388","parameters":{"additionalProperties":false,"properties":{"p_1_41":{"description":"Stored document identifier","type":"string"},"p_2_44":{"description":"Text to locate","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_41","p_2_44"],"type":"object"}},"type":"function"},{"function":{"description":"Find the first position of a term in stored text. Inert synthetic operation.","name":"fx_72025","parameters":{"additionalProperties":false,"properties":{"p_1_41":{"description":"Stored document identifier","type":"string"},"p_2_44":{"description":"Text to locate","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_41","p_2_44"],"type":"object"}},"type":"function"}],"prompt_tokens":658,"decision":{"rms":0.4240823536124555,"sumsq":184.16111886897124,"hb":[0.03436,-0.06556,-2.26122,0.2811,-1.65872,0.17902,-0.57725],"lse":23.68632130791343,"logits":[12.966,11.314,12.163,11.889,11.573,11.047,8.65,8.871,11.073,11.2,10.351,16.385,11.463,10.121,13.907,9.7,9.021,11.456,10.584,9.103,19.892,10.535,10.047,13.369,12.779,12.127,9.61,9.242,11.808,8.663,9.186,13.294,13.675,8.108,12.132,10.924,8.877,10.421,9.433,8.641,11.612,8.107,7.655,11.302,4.559,7.26,0.039,9.542,5.295,13.943,4.509,8.193,8.531,7.967,7.608,4.671,8.593,13.198,9.742,7.04,6.789,14.076,4.204,8.863,9.034,11.41,4.137,9.444,1.472,18.484,7.806,6.835,8.586,-0.919,8.912,2.531,10.064,6.129,7.862,8.335,9.789,8.483,7.817,8.428,10.386,5.367,6.454,3.406,11.225,11.127,1.389,4.845,15.783,12.242,3.201,6.006,12.774,-3.138,3.763,3.214,7.118,7.893,1.322,7.576,-0.071,13.04,9.748,4.458,7.96,10.731,5.277,10.154,4.93,6.574,6.412,11.083,15.437,4.596,6.683,8.003,12.635,10.536,12.48,13.128,12.904,10.86,4.326,11.481,8.654,9.143,2.285,6.554,2.693,6.441,12.326,7.455,5.064,13.513,4.619,9.989,7.732,12.994,12.965,4.083,-0.172,7.891,12.065,0.835,16.029,2.438,-0.923,8.837,7.291,6.839,5.853,8.795,6.648,7.781,8.87,9.387,7.508,5.523,9.321,-2.501,7.65,4.209,10.258,7.362,-6.419,9.935,11.902,11.093,12.856,7.788,8.721,6.333,7.688,6.425,11.377,8.601,6.296,3.129,8.602,3.873,7.325,16.645,5.048,10.858,-1.734,9.734,10.28,3.28,11.13,13.694,4.979,3.566,8.795,11.311,9.06,2.823,6.691,12.041,6.75,3.3,12.935,7.248,9.465,7.476,4.759,12.655,2.198,11.236,13.857,2.905,6.614,4.751,-5.973,0.64,3.861,4.653,7.251,10.825,7.17,3.983,-0.729,7.38,8.238,5.172,1.389,4.45,10.799,-0.702,2.98,6.504,8.934,13.436,3.776,10.064,5.643,8.845,6.903,3.577,4.27,2.612,4.72,13.111,0.2,-4.456,8.047,9.342,-0.117,11.781,8.836,7.995,5.311,-2.436,12.778,12.286,8.038,11.625,9.364,10.285,6.156,2.038,3.921,6.326,6.647,10.564,5.075,13.721,1.111,2.825,0.389,0.993,2.123,8.415,7.138,6.672,7.11,0.959,10.149,10.067,1.232,5.144,4.681,7.997,0.478,7.776,12.008,10.626,7.267,6.751,10.953,8.54,8.197,12.905,9.732,11.453,14.14,8.554,10.374,6.168,6.25,8.847,6.781,5.982,4.349,10.651,1.55,9.777,7.541,4.4,13.301,4.026,-0.791,-3.673,8.232,7.507,-5.567,0.387,4.524,9.828,8.042,7.856,7.9,10.193,-3.357,-3.022,6.854,9.772,14.884,8.768,2.355,10.649,12.915,5.507,10.514,1.608,2.611,6.843,-2.689,11.089,11.895,11.968,8.491,4.064,9.129,4.62,6.735,3.097,10.266,4.91,-2.057,6.538,9.216,13.083,7.732,9.749,10.139,8.42,2.186,5.297,0.135,-0.3,12.138,10.665,12.832,5.618,3.163,4.668,8.995,10.313,1.581,7.559,10.433,5.676,4.411,10.22,7.615,13.325,3.932,-3.497,14.959,4.612,7.865,4.718,1.698,2.03,8.286,11.942,4.506,11.043,5.264,11.201,0.886,9.82,7.671,3.47,1.056,2.713,4.219,-2.963,5.848,2.753,12.347,1.226,9.243,11.095,-2.308,1.522,11.593,8.236,0.892,5.367,8.324,9.278,-1.622,12.965,7.532,9.447,7.683,10.955,3.808,7.13,8.187,9.782,4.909,0.551,12.428,-1.774,14.27,8.91,4.071,4.933,1.772,5.985,7.319,6.896,12.947,11.859,9.654,6.312,7.408,5.381,2.299,4.248,11.073,0.138,11.224,1.556,7.066,-0.577,9.656,-2.312,5.238,3.363,9.647,5.769,5.295,-0.165,2.091,10.334,10.291,5.295,8.595,2.875,0.927,2.848,7.3,8.441,8.213,12.605,7.848,0.494,2.86,2.502,1.364,7.307,5.751,3.32,8.053,6.139,9.576,0.058,7.297,10.392,0.657,8.778,16.67,10.342,5.92,5.013,7.813,8.836,4.972,6.035,11.914,1.992,7.04,1.85,6.736,0.763,4.5,4.606,0.976,4.527,0.805,5.123,10.16,13.247,2.773,8.614,1.484,2.826,7.85,4.624,7.156,13.158,5.265,6.197,9.249,2.51,2.08,-0.497,5.918,6.176,0.401,-2.15,1.272,6.361,4.804,5.539,3.454,5.694,5.322,5.391,7.943,3.895,4.785,6.778,5.252,2.012,-0.313,9.147,1.195,6.471,10.811,6.601,5.667,7.338,2.424,6.388,-1.611,2.288,7.283,10.534,4.542,9.819,2.906,9.155,8.563,4.473,-0.196,3.138,7.836,10.343,5.723,1.226,9.275,2.455,-1.242,4.374,4.831,9.486,2.981,5.892,-3.297,5.949,5.95,1.402,2.244,7.192,9.177,-0.547,4.186,1.17,7.472,-0.636,10.646,0.415,10.372,8.882,-1.001,5.91,8.851,-1.539,2.861,3.059,5.889,12.716,1.798,7.088,7.96,4.18,11.697,10.464,0.474,-1.707,-1.815,1.896,7.636,9.37,8.991,7.816,-1.477,7.438,2.965,8.079,4.845,7.228,13.153,4.698,3.65,2.61,6.064,11.893,4.881,8.106,-1.803,3.877,4.542,2.886,4.2,3.094,8.113,11.694,6.377,1.908,2.092,4.565,10.898,-0.253,6.135,6.806,7.294,8.065,5.407,-2.313,2.019,2.406,-0.302,0.794,8.578,7.515,-3.921,1.738,-0.377,11.752,-1.963,4.778,8.916,6.468,6.401,8.563,2.733,6.329,6.608,-1.573,6.499,9.724,-3.989,-1.414,2.917,6.263,0.394,6.713,8.853,6.065,0.747,3.496,3.804,2.412,5.964,12.756,2.383,3.316,-0.359,9.657,5.521,8.803,4.665,6.309,10.484,6.757,2.488,5.979,2.564,1.942,6.895,1.544,5.89,2.504,1.426,0.561,12.693,-0.982,6.184,3.888,-0.511,5.792,8.16,-1.783,7.442,10.93,1.399,1.013,4.094,5.974,6.437,2.889,4.039,1.598,4.254,1.684,1.885,8.438,0.277,8.402,8.132,4.007,4.461,-0.336,3.984,4.915,0.893,8.451,7.828,2.565,11.757,2.725,3.344,4.938,5.966,4.839,6.896,3.167,1.129,3.178,5.835,2.227,0.223,8.606,-1.276,0.317,6.4,2.326,-3.161,3.601,6.282,2.772,2.923,-2.006,2.169,9.088,4.792,4.007,0.408,1.212,0.08,2.79,-0.667,-4.07,7.489,7.293,1.847,-1.253,2.085,6.369,3.055,6.239,10.037,-2.73,4.693,5.545,4.714,4.264,8.612,-0.265,4.103,0.863,9.187,-0.98,-0.023,4.663,1.699,1.692,0.018,-0.228,2.156,0.693,3.473,5.871,-0.105,7.412,5.576,2.408,-0.768,-0.311,-2.16,1.631,2.788,2.947,5.18,0.616,5.348,2.176,5.712,3.488,0.17,1.311,1.453,4.743,1.893,4.721,4.291,4.057,-0.699,2.855,-0.676,2.256,1.885,-2.564,3.74,2.604,0.934,1.065,2.249,0.757,1.13,12.166,10.205,2.745,3.608,3.635,2.848,4.651,0.759,-1.528,3.126,2.506,-0.734,0.338,-0.327,-5.117,4.869,-0.024,3.005,0.577,3.395,-0.495,-1.646,3.303,-1.484,0.473,0.241,0.507,2.892,-0.419,0.773,0.435,3.442,1.487,0.321,1.227,1.238,-0.091,2.315,2.905,1.658,-0.353,-2.366,0.293,0.08,1.354,2.139,1.57,4.268,3.996,-2.288,-1.33,5.701,4.511,0.287,1.394,3.445,4.666,1.497,-1.31,1.164,0.788,0.216,3.735,-0.113,3.052,2.821,7.284,1.667,2.454,4.292,3.14,0.698,4.94,-1.934,1.304,0.097,0.343,3.917,0.903,1.675,2.431,-2.748,-0.362,3.796,0.574,1.012,1.641,1.261,4.481,-0.05,6.369,-0.112,3.731,1.344,0.824,1.707,0.782,4.137,2.248,1.358,3.789,-1.222,0.257,3.017,5.335,0.078,3.999,0.561,3.301,1.151,-0.205,4.228,4.022,2.211,1.914,1.06,2.878,-2.277,-0.772,-0.513,-4.558,1.806,-1.748,0.194,-2.281,1.026,-0.244,0.273,7.489,3.706,-0.698,3.688,1.786,0.182,-0.669,0.815,4.493,0.655,-0.703,5.626,2.21,2.318,3.459,4.682,0.977,3.413,-2.348,2.33,0.235,-0.31,0.331,-3.625,-0.929,1.453,2.544,0.751,4.46,4.822,4.316,0.428,3.465,2.178,0.762,5.219,1.217,4.216,3.541,-1.412,-1.035,-0.88,0.787,-1.353,0.326,0.725,-0.142,1.688,-1.745,0.827,1.564,-0.502,-1.031,3.373,4.055,0.321,3.799,4.297,2.466,-4.454,10.534,23.65,11.589,12.565,11.649,15.839,14.772],"base_top":[[248058,23.65],[40,19.892],[760,18.484],[27775,16.67],[3928,16.645],[27,16.385],[2665,16.029],[248068,15.839],[1206,15.783],[1919,15.437]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,16,16,18,23,23,29,198,27,15704,16874,62,16,62,19,16,29,198,1931,277,62,18,18,17,198,510,15704,29,198,27,15704,16874,62,17,62,19,19,29,198,15,16,24,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","1","1","3","8","8",">","\n","<","parameter","=p","_","1","_","4","1",">","\n","ced","ar","_","3","3","2","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","4","4",">","\n","0","1","9","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.5682,-0.7928,-1.0472,-1.3961,-1.4438,0.6534,-0.8617,0.1796,0.074,-0.7977,-0.0194],[-4.4566,0.4325,7.8187,15.2902,-0.6817,-1.6401,1.8146,-0.7697,0.1536,-0.5584,-0.3902],[-5.198,-1.0673,11.5277,18.8836,-1.6365,-0.9766,0.1776,-0.129,0.1047,-0.8808,-0.2777],[-2.8404,-2.0508,10.513,16.6357,-2.0046,-0.5481,1.5611,-0.67,0.0888,-0.7835,0.0126],[-2.7177,-2.0764,10.0095,14.7247,-1.7614,-0.9245,-1.4318,-0.6867,0.3787,-1.2513,0.6309],[-1.6175,-3.1939,9.1367,14.711,-0.5571,-0.6998,-0.0088,-0.7684,0.533,-1.2958,0.1082],[-3.933,-1.6819,11.7022,21.6783,-1.9859,0.6625,-0.6098,-1.3526,0.257,-1.6615,-0.0582],[-2.7284,-2.0153,15.481,20.5428,-0.9969,-0.0049,-1.8388,-0.6757,0.0776,-1.4004,-0.5634],[-2.8923,-1.9841,13.3868,20.1866,-1.8407,-1.0672,-1.5941,-1.2253,0.1069,-1.6407,-0.2827],[-4.0661,-2.0671,11.5032,18.9505,-1.1346,-3.3749,-0.7999,-1.5243,-0.1472,-1.746,-0.0979],[-3.0306,-2.151,11.4976,18.6171,0.0457,-1.6916,0.3817,-1.5528,-0.4033,-1.5369,-0.175],[-3.3403,-1.7933,10.5304,19.5225,-0.1535,-1.3638,0.5345,-1.5327,-0.1552,-1.4337,-0.3693],[-5.3096,-1.576,10.1575,22.7961,-1.1962,-1.677,0.3844,-0.6005,0.0124,-1.0858,-0.1107],[-6.0094,-0.6082,9.8197,20.5061,-1.0217,-1.4712,1.3707,0.2598,-0.0137,-0.9898,-0.1947],[-5.1999,-0.3507,10.3994,17.6825,-1.3505,-0.9187,-0.2009,-0.0503,-0.2901,-1.0655,-0.2767],[-1.6086,-1.513,9.9361,17.7513,-1.7138,-1.5446,2.9676,-0.1872,-0.167,-1.0809,-0.4595],[-2.1451,-1.7758,9.8924,20.3975,-2.1451,-1.304,-1.2596,-0.6173,-0.1061,-1.1699,0.111],[-4.128,-1.2687,10.8574,22.487,-2.7464,-1.4184,0.2368,-0.9043,0.2063,-1.4929,-0.1629],[-2.7947,-2.2454,14.6313,22.7732,-2.4491,-1.1431,-0.8052,-0.2486,0.1564,-1.6023,-0.5624],[-3.5184,-2.557,11.9274,22.8602,-2.4201,-1.4238,0.5076,-1.1849,0.0973,-2.1109,-0.0567],[-2.888,-3.1929,15.4489,22.2927,-1.9821,-1.8261,-0.1261,-0.5731,-0.0186,-1.8196,-0.5205],[-3.4296,-1.38,12.386,22.762,-0.5278,-2.2575,0.4416,-0.8941,0.0601,-1.7684,-0.2045],[-4.3853,-1.8063,12.3063,20.6981,-1.4821,-3.1144,1.1258,-0.5267,0.0441,-1.4473,0.0501],[-3.2334,-1.1655,16.0988,19.2983,-3.3772,-1.5364,1.5403,-0.1567,0.3389,-1.1531,-0.1915],[-0.8093,-0.9576,20.2213,15.2996,-1.3887,-1.6014,-1.6115,-0.4487,0.2022,-1.3487,-0.1668],[-2.8882,-2.4411,13.9142,21.0451,-1.253,-0.6597,0.2039,-1.0746,0.0591,-1.017,0.0525],[-4.6751,-0.9683,13.1282,22.9336,-2.1123,-0.6635,0.7611,-1.4104,0.2162,-1.7098,-0.0317],[-3.5447,-2.4462,16.474,21.5489,-2.0904,-1.2447,-1.0078,-0.3347,0.1033,-1.5586,-0.6136],[-3.7348,-1.617,14.0278,21.5797,-0.4133,-1.5257,0.3401,-1.1034,0.0765,-1.6898,-0.3434],[-4.2062,-1.3265,12.7262,22.0203,-0.7833,-1.3266,0.759,-1.1382,0.2799,-1.5816,-0.2995],[-3.5776,-0.7234,11.2299,20.7463,-1.0655,-1.9701,0.7509,-0.4859,0.1327,-1.5421,-0.1737],[-4.1607,-1.1898,12.472,18.9936,-1.8114,-1.2797,0.2777,-0.5072,0.1267,-1.4465,-0.6274],[-2.8959,-0.0064,10.9869,16.55,-2.1157,-1.2048,0.7559,-0.3184,-0.0015,-0.7124,-0.6211],[-5.0246,-0.4177,9.0306,21.6502,-0.7904,-2.8719,0.865,-0.8937,0.1804,-1.1697,-0.2816],[-3.4591,-1.789,10.626,21.2007,-1.5441,0.5095,1.0691,0.1381,-0.0072,-1.3619,-0.0783],[-4.8639,-0.7298,10.4459,18.6868,-1.4486,-0.5408,-0.2062,-0.1294,-0.3017,-1.1115,-0.3715],[-1.4357,-1.3813,11.0327,19.2019,-2.522,-1.2332,2.6517,-0.46,-0.0607,-0.9882,-0.4456],[-2.3348,-1.9994,9.6371,21.0317,-2.0803,-0.8165,-1.2135,-0.6639,-0.0733,-1.3554,0.0419],[-4.0497,-1.1286,10.6012,21.465,-2.451,-1.4984,0.5288,-1.0141,0.2359,-1.5542,-0.2085],[-3.1899,-2.3525,14.9713,22.3509,-2.3793,-1.346,-0.1738,-0.5356,0.1965,-1.5591,-0.6857],[-3.5385,-2.5806,11.6069,22.4264,-2.1078,-1.3901,0.2469,-1.2242,0.1879,-2.2369,-0.1054],[-2.9183,-3.6534,15.9058,22.0137,-2.7192,-2.6486,-0.8259,-0.5208,0.0251,-1.8665,-0.6605],[-2.5577,-2.2614,12.0128,21.5845,-0.5266,-1.7387,-0.0039,-1.2854,-0.0375,-1.8967,-0.2486],[-4.0832,-0.8199,11.3006,21.0367,-1.2867,-2.3255,1.1704,-0.6513,-0.1058,-1.4201,-0.0974],[-3.0721,-0.8471,13.406,19.7327,-2.9059,-0.3626,1.6741,-0.2682,0.1813,-1.1427,-0.304],[-1.6789,-1.196,16.3265,16.0325,-1.905,-0.4655,-1.4943,-0.1035,0.002,-1.1811,-0.3865],[-3.2086,-2.0141,14.272,21.5268,-1.0862,-1.6813,-0.2606,-0.7589,0.1021,-1.4339,-0.5388],[-3.6077,-2.6643,13.5359,21.0995,-1.2125,-1.8928,-0.225,-0.8727,-0.1784,-1.6861,-0.2903],[-3.5323,-1.7569,11.0028,20.2537,-0.8417,-1.8334,0.3442,-0.425,0.0213,-1.511,0.0386],[-4.4195,-1.3004,11.6973,18.5507,-1.3581,-0.8756,0.0678,-0.3663,0.1077,-1.3044,-0.5423],[-2.8623,0.3043,10.9372,16.6663,-1.107,-0.71,0.9771,-0.5452,0.114,-0.5899,-0.622],[-3.4753,0.0034,7.9415,19.8267,-0.8366,-2.1368,0.8138,-0.7687,0.2367,-1.1013,-0.1751],[-3.2396,-1.4189,8.6394,20.5538,-1.1316,-0.2953,1.8295,-0.29,-0.0563,-1.3509,-0.2926],[-3.1864,0.0008,8.7718,15.6096,-0.9298,-0.2726,-0.4213,-0.5644,-0.1821,-1.0608,-0.4482],[-1.1814,-1.2276,10.1337,17.7114,-2.5957,-0.7276,2.4589,-0.2884,-0.1356,-0.7826,-0.3969],[-2.2059,-2.0193,9.711,20.7407,-1.8862,-1.5001,-1.6347,-0.5576,-0.1328,-1.1408,-0.051],[-2.4449,-0.2888,10.5882,19.4554,-1.5531,-2.9186,-0.7265,-0.6555,0.004,-1.4752,-0.1344],[-4.3358,-1.7128,11.2143,21.6494,-1.0287,-1.8661,-0.6519,-0.859,-0.0887,-1.6569,-0.0185],[-3.5527,-1.0725,13.1501,20.4156,-2.5638,-1.5096,0.704,-0.2821,-0.0825,-1.3196,-0.0922],[-1.974,-1.3374,16.1396,16.8147,-1.3954,-1.5911,-1.8368,-0.5766,-0.1163,-1.4538,-0.1581],[-4.3988,-1.115,10.7239,21.8914,-1.6209,-2.08,0.8137,-0.5428,-0.0741,-1.5914,-0.1396],[-4.9778,-1.1854,12.313,18.7589,-1.7829,-0.8534,0.5084,-0.4898,0.1966,-1.2644,-0.5588],[-2.8471,-0.1602,11.452,16.4682,-1.7854,-0.5756,1.3278,-0.622,0.0988,-0.5879,-0.6854],[-4.1893,0.1645,7.828,19.26,-0.6533,-2.2004,0.4682,-0.6159,0.3363,-1.0815,-0.0354],[-4.9142,-1.0086,9.2995,20.2236,-1.6268,-1.6421,1.4816,-0.0251,0.106,-0.9795,-0.3329],[-5.0973,0.3089,11.0293,17.4909,-0.6738,-0.6944,-0.6482,-0.3865,0.0052,-0.9158,-0.1891],[-3.6435,-0.0515,9.0074,15.5581,-1.7181,-0.3717,0.0843,-0.5413,0.1199,-0.8687,-0.2502],[-4.7495,-0.2092,5.9684,13.0658,-0.3908,-1.7496,2.3261,-1.1754,0.2535,-0.858,-0.0927],[-4.3259,-2.7836,9.5698,17.4632,-1.5903,-1.2532,2.6331,0.1439,0.3394,-0.8797,-0.1118],[-3.5803,-0.1957,8.1061,11.5938,-1.5623,-1.1336,-0.2916,-0.8309,0.0575,-1.0974,0.1456],[-3.0923,-0.6281,9.0416,13.7244,-1.6675,-0.5879,-1.5024,-0.9986,-0.0887,-1.4895,0.0623]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_11388>\n<parameter=p_1_41>\ncedar_332\n</parameter>\n<parameter=p_2_44>\n019\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_11388>\n<parameter=p_1_41>\ncedar_332\n</parameter>\n<parameter=p_2_44>\n019\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_11388>\n<parameter=p_1_41>\ncedar_332\n</parameter>\n<parameter=p_2_44>\n019\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_11388>\n<parameter=p_1_41>\ncedar_332\n</parameter>\n<parameter=p_2_44>\n019\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_11388>\n<parameter=p_1_41>\ncedar_332\n</parameter>\n<parameter=p_2_44>\n019\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0021","set":"practice","cohort":"valid_call","family":"unit_conversion","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_92236 {\"p_1_40\": 12}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_185, reference 025. These are not inputs to this request.\nCarry out this request: convert a length in feet to meters.\nNumeric length in the input unit: 12.","tools":[{"function":{"description":"Convert a length in feet to meters. Inert synthetic operation.","name":"fx_92236","parameters":{"additionalProperties":false,"properties":{"p_1_40":{"description":"Numeric length in the input unit","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_40"],"type":"object"}},"type":"function"},{"function":{"description":"Convert a length in meters to feet. Inert synthetic operation.","name":"fx_14875","parameters":{"additionalProperties":false,"properties":{"p_1_40":{"description":"Numeric length in the input unit","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_40"],"type":"object"}},"type":"function"}],"prompt_tokens":584,"decision":{"rms":0.398286214650534,"sumsq":162.43805059138685,"hb":[0.07683,-0.00713,-1.93029,0.17741,-1.40113,-0.17206,-0.58873],"lse":21.708673748631178,"logits":[12.818,11.42,13.438,17.44,14.723,14.02,12.895,11.476,12.717,13.432,13.542,16.792,10.42,8.127,13.855,8.759,7.794,13.98,9.666,7.902,16.788,9.709,13.225,12.933,10.776,9.633,8.76,8.003,12.086,8.54,9.639,13.332,10.841,8.365,13.008,15.394,9.515,10.249,9.581,14.067,13.098,9.148,8.646,10.024,4.233,6.417,1.832,11.121,5.009,12.584,3.803,6.308,8.871,6.874,12.077,5.763,8.366,11.855,8.964,5.51,6.196,12.117,3.626,9.386,9.389,8.714,3.203,6.822,-1.602,15.587,5.046,7.144,6.476,-1.777,9.163,3.531,6.641,5.491,5.589,10.847,9.31,6.398,5.306,8.367,13.357,4.283,5.575,4.751,7.865,9.62,1.715,4.186,15.865,11.645,1.789,3.473,10.342,-3.909,2.462,1.089,4.676,5.319,-2.629,5.274,-2.191,12.179,8.739,4.782,4.902,9.293,3.918,8.866,4.144,5.762,5.986,9.296,12.613,5.767,6.023,5.382,10.966,9.068,10.633,10.927,11.147,10.038,3.566,10.03,6.619,8.78,0.632,7.591,4.446,7.349,12.471,4.537,3.048,10.852,4.802,7.916,5.034,11.095,8.819,4.477,-2.382,3.252,8.854,2.525,13.455,2.615,-2.198,9.212,8.06,5.908,4.7,7.665,8.097,8.47,7.141,6.333,5.672,2.846,7.149,-3.84,5.181,4.159,8.379,9.608,-7.002,8.835,10.563,8.953,9.337,9.916,9.236,6.63,6.102,4.211,10.724,5.508,4.466,3.192,13.005,4.883,5.015,13.03,5.38,8.444,-2.001,8.161,8.813,4.254,8.933,15.272,3.003,5.189,5.859,7.761,6.445,4.694,4.166,9.487,4.635,2.171,10.119,6.16,9.161,4.251,5.672,10.536,3.818,8.576,10.741,2.767,3.933,6.195,-5.215,-0.354,6.484,2.947,5.069,4.404,4.502,1.672,-1.598,9.76,4.257,3.719,3.468,2.706,11.16,-0.727,2.802,2.898,6.836,6.85,3.153,9.292,3.602,6.15,11.546,4.523,2.596,0.549,2.385,10.085,1.481,-2.226,7.506,7.214,-3.479,8.323,5.836,8.063,4.857,-2.814,11.187,9.216,5.366,9.241,8.334,8.272,2.88,-1.076,5.564,7.319,15.179,8.485,3.695,10.797,-0.064,6.296,0.708,0.53,2.34,6.96,9.992,4.397,5.365,-2.775,8.627,8.883,-0.968,4.946,3.791,6.403,-1.661,5.42,9.505,7.267,6.091,6.845,9.23,7.709,8.966,8.213,9.119,10.345,11.455,7.744,7.107,4.087,5.616,5.608,3.655,2.396,6.153,7.473,-0.206,8.233,7.291,4.212,9.851,4.05,-0.599,-1.363,6.525,8.242,-6.04,-1.809,5.764,7.245,13.609,7.668,9.383,9.658,-3.221,-2.431,5.021,8.618,11.612,8.095,1.975,9.383,8.722,5.619,7.175,1.652,3.866,5.528,-1.532,6.413,10.43,12.13,11.396,3.3,6.761,3.126,4.31,1.249,6.481,3.645,-3.72,3.242,7.371,9.445,6.745,9.495,8.144,7.323,0.718,4.549,-4.708,-2.469,8.13,10.435,11.372,2.811,1.59,1.862,5.939,8.599,0.682,4.159,7.669,4.602,2.194,6.902,4.853,10.682,2.885,-3.217,13.594,2.493,6.369,4.497,0.102,0.867,5.929,7.746,3.252,8.204,1.008,7.658,-1.704,7.809,5.943,3.435,0.217,1.468,4.095,-5.092,5.074,1.844,9.025,0.164,7.139,7.948,-3.469,-0.521,10.789,6.328,1.658,4.26,6.54,5.42,-3.947,11.055,8.065,8.016,3.712,8.391,-0.495,6.953,13.965,6.42,4.202,-1.253,8.971,-2.282,8.1,4.879,1.994,3.72,3.377,6.315,7.764,6.565,8.584,7.304,7.82,4.836,5.201,5.768,3.459,3.37,8.834,-2.072,8.046,1.82,5.444,0.929,5.924,-2.601,5.865,3.06,7.589,3.654,7.313,-0.852,3.151,7.152,10.734,3.798,8.913,2.485,-0.391,2.467,6.709,7.224,7.823,8.981,9.305,-1.692,2.268,2.944,-0.863,3.876,5.968,2.225,3.866,4.634,5.246,-2.0,6.048,7.922,-3.472,9.134,12.364,7.496,4.527,6.401,6.247,6.396,3.057,2.55,9.082,1.152,5.066,1.105,4.607,1.39,0.397,4.438,3.496,1.267,-0.831,3.789,7.413,10.095,4.556,7.28,0.688,1.907,4.644,1.528,5.786,10.629,5.248,6.107,5.844,4.065,2.77,-0.747,5.162,4.253,-0.638,0.529,-0.56,4.706,2.318,3.006,2.369,3.809,4.867,7.309,7.98,2.038,3.723,8.561,3.612,0.458,-1.767,8.111,-1.584,7.745,8.322,4.977,6.37,6.753,2.122,6.94,-2.584,1.262,5.177,9.702,4.132,8.52,1.998,4.428,7.281,3.547,-1.813,1.265,4.241,7.161,3.9,3.198,5.752,1.661,-0.763,4.306,3.338,6.266,5.786,1.178,-2.966,6.598,7.169,2.403,2.795,6.766,6.852,-1.968,2.616,-0.778,7.442,-1.253,8.39,-2.652,10.496,6.98,-0.207,5.394,6.175,0.161,3.686,1.417,1.661,11.011,0.898,5.683,5.524,4.706,8.782,7.962,-0.285,-2.642,-2.569,0.295,6.658,5.612,5.3,5.335,-0.88,7.215,3.329,9.242,2.56,7.133,6.991,2.302,3.125,0.227,3.496,8.544,4.444,5.494,-1.997,3.293,2.065,2.04,3.878,2.021,6.967,9.892,6.265,0.756,-0.293,3.22,9.569,-3.624,6.113,6.572,4.972,4.728,4.395,-1.537,1.551,0.055,-1.244,1.992,7.349,7.191,-5.452,0.373,-1.683,8.276,-2.482,1.13,6.368,5.092,5.109,5.741,0.569,6.382,4.825,-1.895,6.063,9.87,-3.378,-2.424,0.729,6.221,-0.385,5.601,6.855,4.145,0.586,3.531,1.573,1.819,3.813,6.374,0.682,1.66,-0.6,7.419,8.273,9.176,5.46,5.672,6.973,5.025,0.641,4.464,0.834,2.175,5.973,0.726,2.819,3.054,-0.093,-1.8,11.464,-1.285,3.232,2.626,-3.446,5.668,4.448,-2.608,5.167,7.668,1.087,1.361,2.643,5.32,4.193,0.879,-0.216,2.561,3.162,2.891,0.246,7.31,-3.328,7.177,6.991,3.331,4.739,-0.951,1.276,4.259,-1.184,5.81,4.629,1.167,8.121,-0.434,2.024,4.075,3.67,3.55,3.384,1.58,1.656,2.237,3.413,-0.481,-0.025,7.198,-1.04,0.763,2.08,0.725,-1.253,1.409,4.579,-0.394,2.797,-2.501,-0.106,6.063,2.041,3.074,1.106,0.871,-1.384,0.906,-2.206,-3.549,3.649,6.357,1.398,-1.723,2.989,6.534,1.723,3.872,7.667,-3.345,3.076,3.22,3.837,0.502,6.513,0.371,5.064,0.531,8.955,0.987,-2.429,2.989,0.572,3.566,0.963,0.125,0.197,0.355,2.078,4.721,-1.561,3.702,1.83,2.953,-0.339,-2.122,-2.336,-0.098,3.52,2.581,2.93,1.537,2.339,-0.437,4.944,0.963,1.087,2.187,0.581,2.75,1.523,4.031,3.896,4.053,-2.684,1.553,-1.416,0.034,1.0,-2.601,2.333,1.94,0.059,2.176,-0.455,-1.533,0.201,10.354,6.428,2.193,2.036,4.411,4.343,2.603,-0.152,-2.411,2.274,2.011,-1.896,1.336,-0.415,-3.782,1.972,1.023,0.332,-1.585,2.245,-2.527,-3.447,2.095,-3.215,-1.432,-1.837,-1.612,0.867,-3.243,-2.231,-2.276,2.875,1.219,0.457,-0.61,-0.866,-3.571,1.985,4.199,0.61,-2.526,-3.879,1.875,-2.145,-0.733,1.558,0.094,1.222,1.336,-2.817,-1.069,3.549,4.6,-3.005,1.263,5.876,3.634,-1.308,-2.617,0.354,0.362,-1.147,3.482,-1.184,1.263,2.181,4.999,0.248,0.989,5.019,1.814,-1.3,2.856,-2.033,1.91,0.037,-2.582,3.469,0.887,1.998,-0.358,-3.887,-1.688,3.156,0.985,-2.103,-1.08,1.911,3.759,0.023,4.531,-0.41,1.282,-0.728,-0.366,0.087,0.537,3.869,-1.108,1.228,3.079,-1.952,1.215,3.289,4.583,1.056,4.108,-1.017,2.253,0.598,-0.344,3.247,2.718,4.131,1.384,-0.559,2.178,-2.534,-2.555,-1.901,-3.951,0.8,-2.393,-0.331,-2.205,1.007,-0.664,-0.522,7.581,4.303,1.333,2.936,3.508,0.775,0.239,0.21,2.483,-0.912,-1.291,3.278,1.554,2.976,1.011,1.608,0.736,4.683,-2.685,3.348,-1.135,-2.329,0.482,-3.778,1.378,0.495,1.741,-0.71,4.36,2.812,4.568,-0.465,2.978,2.926,0.518,4.63,-0.823,3.042,4.547,-3.139,-2.223,-0.333,0.913,-3.762,-0.307,-1.43,-2.734,0.211,-2.162,1.119,-1.454,-0.381,-0.279,0.787,2.765,2.118,0.122,4.995,0.846,-4.458,9.427,21.65,12.234,9.995,9.291,14.612,13.37],"base_top":[[248058,21.65],[16,17.44],[27,16.792],[40,16.788],[1206,15.865],[760,15.587],[69,15.394],[4520,15.272],[8040,15.179],[17,14.723]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,24,17,17,18,21,29,198,27,15704,16874,62,16,62,19,15,29,198,16,17,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","9","2","2","3","6",">","\n","<","parameter","=p","_","1","_","4","0",">","\n","1","2","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-4.7134,-2.7788,3.3915,1.0777,-1.3904,1.0172,-0.28,0.1933,0.272,-0.7195,0.1175],[-4.9348,-0.1653,7.2922,14.5557,-0.8058,-2.0792,2.037,-0.8261,0.1421,-0.6793,-0.515],[-5.2696,-1.3356,11.7704,18.8449,-1.5203,-1.0454,-0.0957,-0.1737,0.1243,-0.8153,-0.3132],[-2.5796,-2.0577,9.8023,15.9248,-1.7975,-0.6283,1.6589,-0.6881,0.1622,-0.547,-0.1266],[-3.0529,-2.503,10.2145,15.1636,-1.9936,-0.8534,-0.68,-0.6101,0.3132,-1.0418,0.609],[-1.8476,-3.3433,9.4388,15.0155,-0.8846,-0.4807,0.6609,-0.8578,0.6201,-1.0781,0.1337],[-4.1279,-2.4206,11.9528,21.0631,-2.0305,0.282,-0.1279,-1.2326,0.2971,-1.4812,0.0984],[-2.7813,-2.5716,15.9369,20.1685,-1.4458,-0.8594,-1.2234,-0.5261,0.253,-1.4248,-0.5146],[-3.2483,-1.7228,14.0744,20.9105,-0.2186,-1.3665,-0.3637,-1.5096,0.2085,-1.4193,-0.343],[-3.2684,-1.3369,13.0719,20.0105,-0.4488,-1.4683,-0.3661,-1.6861,0.0104,-1.5719,-0.4601],[-3.9245,-1.2354,12.4277,19.6824,-0.9086,-3.2077,-0.6199,-1.6705,-0.2876,-1.4341,-0.2568],[-3.5645,-1.9194,11.5618,20.1792,-0.8578,-2.1554,-0.2008,-1.5914,0.1131,-1.1624,-0.2437],[-5.0542,-1.7175,10.2018,21.6446,-1.0368,-2.0187,0.6776,-0.7876,0.0309,-1.074,-0.0479],[-5.7575,-0.925,9.8811,21.8599,-1.3933,-2.1709,1.199,-0.2294,0.2908,-0.877,-0.3528],[-4.6596,-0.4743,10.2044,17.1636,-1.191,-1.28,-0.2393,-0.3488,-0.0513,-1.0437,-0.2481],[-1.2355,-1.3117,9.7574,17.6192,-2.0743,-1.5474,2.9267,-0.329,0.0148,-0.8818,-0.4388],[-2.0401,-1.8917,10.1771,20.0017,-2.5802,-1.4438,-1.4201,-0.867,0.0453,-1.0797,0.1286],[-4.1558,-1.4454,10.9649,21.906,-2.5849,-1.4794,0.3212,-0.9936,0.2844,-1.3336,-0.2283],[-3.0168,-2.8996,14.4849,22.3019,-2.366,-1.3415,-0.3854,-0.3154,0.1136,-1.4988,-0.6987],[-2.9562,-2.7177,11.1513,21.5075,-1.6146,-0.5138,-0.2872,-1.5019,0.1974,-2.3825,-0.105],[-2.0725,-3.5868,15.1082,20.7714,-0.9656,-0.8401,-1.7579,-0.6902,0.0228,-2.0215,-0.6225],[-3.13,-0.6498,11.7045,22.2106,-0.2294,-1.5348,-0.4533,-1.3186,-0.0638,-1.5721,-0.1878],[-5.1639,-1.365,11.3885,22.7072,-1.7877,-2.5288,0.7499,-0.7635,0.0623,-1.2228,-0.1008],[-4.3882,-1.633,14.2432,21.153,-2.9964,-1.2305,2.1264,-0.4041,0.3373,-1.0895,-0.4555],[-3.0331,-1.9866,17.9054,17.8885,-1.6116,0.2939,-1.1943,-0.1157,0.3402,-1.0479,-0.2184],[-3.4292,-1.322,12.9258,19.7762,-0.6505,-0.7964,-0.6529,-0.8565,0.3253,-1.6748,-0.3255],[-4.2928,-1.0338,12.0909,20.8545,-0.7233,-1.1239,-0.2965,-0.4186,0.1677,-1.4744,-0.2607],[-4.0942,-1.9442,12.5174,18.4302,-0.9683,-0.8217,-0.0135,-0.437,0.2054,-1.3946,-0.6394],[-3.5914,-0.0724,11.2467,17.384,-1.491,-0.7086,1.1697,-0.2164,0.0098,-0.5719,-0.5381],[-3.8423,0.0413,8.6776,21.0914,-0.783,-2.7234,0.9931,-0.9078,0.2253,-1.0371,-0.2263],[-3.3732,-1.4837,10.8708,18.5357,-1.7627,0.057,1.5959,-0.5145,-0.0215,-1.1793,-0.124],[-3.8404,-0.4344,9.9682,16.3038,-0.6776,-0.6867,0.2565,-0.7199,-0.0273,-1.0659,-0.3863],[-1.2977,-0.9084,10.1285,18.1619,-2.3148,-0.8608,2.8259,-0.3578,-0.0816,-0.7318,-0.434],[-2.0966,-1.4712,10.1746,20.9678,-2.0018,-1.5731,-1.4316,-0.7149,-0.1176,-1.0602,0.0241],[-2.7031,-0.2986,10.7379,19.9026,-1.4772,-2.7615,-0.8359,-0.7729,-0.021,-1.3217,-0.1541],[-4.1368,-2.0005,10.8398,21.6345,-0.7804,-1.801,-0.5319,-0.9391,-0.1214,-1.586,-0.0929],[-3.343,-1.4217,13.1667,19.7549,-2.3325,-1.4052,0.842,-0.2197,-0.0381,-1.2037,-0.1862],[-1.6654,-1.6739,16.2882,16.1287,-1.1028,-1.4951,-1.4328,-0.6713,-0.0158,-1.3567,-0.2424],[-4.7791,-1.7263,11.1895,22.4485,-1.663,-1.8671,1.2036,-0.6667,0.0424,-1.5653,-0.2651],[-4.6911,-1.555,12.5097,18.7821,-1.8656,-1.1581,0.9519,-0.4752,0.3256,-1.2279,-0.6515],[-2.9072,-0.245,11.1205,15.4907,-1.4528,-0.5673,1.2543,-0.5943,0.1935,-0.5454,-0.7523],[-3.898,-0.0623,8.1833,19.8796,-0.276,-2.4775,0.2334,-0.7649,0.3757,-0.9794,-0.0795],[-4.4125,-1.7157,11.2038,20.3724,-1.8224,-1.3671,1.28,-0.4272,0.2729,-1.3067,-0.2849],[-5.3849,-0.043,11.5288,18.1583,-0.5518,-0.7123,-0.2824,-0.5757,0.0974,-0.9535,-0.2358],[-4.3254,-0.1009,9.409,16.184,-1.2853,-0.7884,-0.2297,-0.6724,0.1084,-0.8844,-0.4075],[-4.901,-0.1919,5.9878,13.1846,-0.5851,-1.5507,2.2028,-1.2017,0.3091,-0.796,-0.2135],[-4.8344,-2.8155,10.2715,15.6035,-1.8139,-0.4482,2.729,-0.0797,0.3364,-0.9354,-0.0659],[-4.5625,-1.1448,9.5158,13.3074,-1.6767,-0.9855,0.7325,-0.7405,0.0564,-1.1844,-0.0091],[-4.1298,-0.9657,9.7233,13.857,-1.9317,-0.649,-1.4531,-0.9968,-0.1244,-1.6807,0.0134]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_92236>\n<parameter=p_1_40>\n12\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_92236>\n<parameter=p_1_40>\n12\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_92236>\n<parameter=p_1_40>\n12\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_92236>\n<parameter=p_1_40>\n12\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_92236>\n<parameter=p_1_40>\n12\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0111","set":"practice","cohort":"ambiguous","family":"interval_boundary","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_957, reference 039. These are not inputs to this request.\nPlease select values including both interval endpoints.\nLower bound: 16. Dataset identifier: \"065\". Upper bound: either \"42\" or \"429\", with no preference specified.","tools":[{"function":{"description":"Select values including both interval endpoints. Inert synthetic operation.","name":"fx_27733","parameters":{"additionalProperties":false,"properties":{"p_1_70":{"description":"Dataset identifier","type":"string"},"p_2_94":{"description":"Lower bound","type":"integer"},"p_3_88":{"description":"Upper bound","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_70","p_2_94","p_3_88"],"type":"object"}},"type":"function"},{"function":{"description":"Select values excluding both interval endpoints. Inert synthetic operation.","name":"fx_46870","parameters":{"additionalProperties":false,"properties":{"p_1_70":{"description":"Dataset identifier","type":"string"},"p_2_94":{"description":"Lower bound","type":"integer"},"p_3_88":{"description":"Upper bound","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_70","p_2_94","p_3_88"],"type":"object"}},"type":"function"}],"prompt_tokens":708,"decision":{"rms":0.40485383295941846,"sumsq":167.8393610874191,"hb":[-0.04737,-0.08251,-2.07298,0.23171,-1.5728,0.12005,-0.65017],"lse":23.192366920580888,"logits":[12.658,13.539,11.839,12.653,12.138,11.723,8.873,9.264,10.754,10.919,10.428,16.695,12.01,11.026,14.543,11.848,9.67,11.824,11.824,10.614,20.321,11.677,11.239,13.69,12.483,12.971,11.188,11.926,13.788,10.847,10.436,14.064,15.163,9.014,13.265,11.808,10.179,11.761,10.911,10.467,12.629,10.437,9.398,12.615,5.823,7.552,0.559,11.735,7.954,14.509,6.168,8.893,9.686,8.915,9.116,6.627,10.494,13.538,12.034,6.636,7.172,14.827,5.801,9.117,9.716,11.678,5.527,10.067,2.998,17.813,8.483,7.512,10.192,-0.826,9.202,4.9,10.117,7.535,9.058,9.225,9.308,10.979,8.824,9.206,10.755,6.637,7.321,4.917,10.101,11.26,2.185,5.292,16.103,12.81,3.89,6.857,12.716,-2.143,4.546,3.93,7.226,9.653,0.46,8.494,0.365,13.888,9.972,5.366,7.354,12.154,10.025,10.503,6.292,6.893,7.473,11.245,15.822,5.186,9.275,8.039,12.725,11.409,13.491,14.122,13.833,11.326,4.321,11.261,7.698,10.105,1.613,6.882,4.099,6.298,12.575,7.693,5.026,14.284,5.665,8.762,8.561,13.44,13.24,4.884,1.845,6.761,12.84,0.742,15.601,2.147,0.177,9.479,7.686,7.265,6.304,11.043,6.53,8.848,8.626,12.798,8.182,4.569,9.833,-0.803,8.977,4.811,9.439,6.275,-4.905,9.722,12.228,11.741,13.049,8.028,8.219,7.061,7.189,7.833,11.91,7.854,7.882,4.089,8.255,3.612,8.488,16.403,5.477,11.41,-1.837,10.798,10.37,4.397,12.049,13.87,5.173,3.94,9.339,11.481,10.005,3.135,7.94,12.433,6.667,3.869,12.994,7.955,8.905,8.037,6.029,12.355,4.164,11.495,16.126,4.116,7.078,6.788,-4.203,0.609,5.628,4.853,7.675,9.137,8.073,5.079,-0.803,6.458,8.047,4.236,3.251,4.826,10.496,-1.443,4.047,6.252,9.075,10.868,3.393,9.85,6.273,9.08,7.765,6.602,3.569,3.817,5.687,12.855,1.74,-3.719,8.012,9.012,0.183,11.681,8.622,8.435,6.277,-2.406,12.523,13.468,8.292,12.13,8.415,10.65,5.475,2.922,4.675,7.031,7.12,9.768,5.305,15.289,1.771,5.636,1.25,0.566,2.228,8.329,8.835,7.522,7.421,0.575,9.751,12.875,1.269,5.928,6.721,8.355,2.326,9.402,11.477,12.34,8.013,6.892,11.234,8.062,6.946,10.326,7.784,10.141,14.995,8.959,10.246,7.698,6.828,9.738,6.966,4.876,5.035,10.413,1.405,10.839,8.026,3.955,13.75,4.512,-1.111,-3.242,7.847,8.317,-4.863,-0.834,5.647,10.923,9.111,8.893,8.549,10.172,-3.976,-1.652,8.646,9.417,16.8,10.3,3.018,11.086,14.414,7.673,10.649,2.697,2.794,6.911,-0.674,11.993,12.152,12.696,9.563,5.506,10.427,4.664,6.463,2.714,10.725,6.212,-2.549,4.362,10.425,13.659,10.751,12.102,10.256,8.93,3.382,4.279,0.248,1.376,12.486,9.719,13.105,5.671,4.039,4.816,10.049,10.435,1.903,7.136,11.587,5.2,5.117,9.872,8.694,14.506,4.087,-1.962,15.618,4.117,8.583,5.53,3.554,3.117,9.921,12.717,5.65,11.559,4.788,13.085,1.527,10.194,8.722,3.446,3.326,2.027,3.987,-2.233,6.323,3.589,11.437,0.482,9.518,12.113,-1.883,2.716,12.288,9.517,1.052,7.304,9.206,9.824,-1.628,12.372,9.419,9.635,7.734,12.74,2.955,8.959,7.897,10.588,4.418,1.327,14.171,0.248,14.183,8.55,3.837,4.955,2.88,5.494,7.562,7.131,13.287,11.162,9.217,6.926,6.528,5.526,3.305,5.467,12.777,2.073,12.098,0.986,8.011,-0.798,10.511,-1.304,4.221,3.362,10.8,8.377,5.691,0.911,2.864,11.714,9.602,5.568,9.066,3.153,0.212,2.57,9.096,8.018,7.675,12.852,7.813,-0.013,2.425,2.652,2.32,7.618,6.394,4.173,9.161,6.785,9.965,0.875,8.211,10.597,-0.125,8.284,17.612,9.407,8.018,4.948,8.531,9.897,6.302,5.7,13.406,2.259,8.034,0.975,6.841,0.896,4.125,6.506,0.953,6.314,1.435,5.78,9.018,13.559,2.826,9.084,1.846,3.639,8.253,5.099,6.864,13.753,4.723,6.606,8.407,2.722,3.379,-0.175,5.348,7.591,1.751,-1.516,3.06,6.959,5.466,7.3,4.924,6.175,5.27,5.695,7.75,4.322,4.662,6.018,5.755,0.587,0.552,10.605,0.255,5.797,12.532,6.997,5.513,6.62,3.977,6.721,-2.33,1.75,7.677,9.656,5.516,12.506,3.736,7.587,9.098,5.706,0.412,4.114,8.509,10.218,8.016,2.901,9.231,2.52,0.484,5.809,4.882,9.894,3.444,5.951,-3.497,6.14,5.914,0.915,3.343,7.423,9.704,-0.63,6.016,1.405,7.818,2.742,10.78,1.226,9.951,9.218,-1.317,5.533,10.193,-0.608,2.777,2.494,5.213,13.554,2.191,7.445,9.201,5.704,11.784,10.607,1.197,-0.85,-2.72,2.293,9.036,9.861,10.109,8.756,-0.052,6.926,3.368,8.294,6.261,7.073,10.528,5.706,5.017,2.703,5.812,13.218,4.562,8.895,-2.548,4.317,6.382,1.405,4.786,4.164,8.906,11.462,6.833,1.514,1.397,4.26,10.703,-0.588,6.112,7.298,7.565,7.745,6.796,-2.443,2.291,3.391,0.955,3.028,9.282,9.007,-4.393,1.451,0.849,13.006,-0.378,4.039,9.365,9.076,6.335,8.337,2.315,6.839,7.42,-1.467,7.55,9.308,-4.672,-1.486,3.529,5.918,1.496,7.716,9.9,6.578,0.963,4.244,3.97,3.037,7.527,11.06,2.481,3.121,-0.902,10.329,6.283,9.563,5.481,6.804,11.67,8.012,3.54,7.379,2.201,3.923,8.074,1.412,6.387,1.773,0.811,0.174,14.751,-2.181,6.31,3.201,0.335,5.816,8.122,-1.208,8.832,11.74,1.675,1.655,3.765,6.601,6.675,3.596,4.482,2.949,6.032,3.091,2.169,8.798,0.542,8.257,8.967,5.621,5.646,0.066,3.959,5.321,-0.309,8.501,8.217,3.113,12.025,2.372,4.051,6.21,6.067,4.83,7.304,3.126,0.686,4.512,6.484,1.711,0.633,8.65,-1.094,1.93,7.588,2.36,-2.331,3.027,6.93,1.857,2.723,-0.534,2.665,9.804,6.048,3.567,1.633,1.482,-0.983,2.755,1.014,-4.441,6.811,7.816,1.658,-0.484,3.424,7.76,2.001,9.685,12.347,-1.592,6.357,5.287,5.419,4.735,9.749,-0.726,4.509,1.103,8.454,-0.914,-1.007,5.86,3.283,1.095,0.185,0.184,1.732,0.094,2.437,4.838,1.023,7.235,4.075,2.497,-1.403,-1.367,-0.623,2.299,2.01,2.23,4.848,0.944,5.516,1.955,5.756,4.148,1.706,2.858,1.829,4.191,3.211,4.186,5.2,4.262,0.23,3.813,0.129,3.063,1.156,-4.033,3.616,2.809,1.338,1.189,1.782,0.708,1.285,12.534,10.313,3.291,3.791,4.269,3.614,5.008,1.159,-0.622,3.14,2.818,-0.717,1.097,-0.049,-4.806,4.967,-0.559,2.831,0.404,3.067,-0.125,-1.645,3.997,-0.433,-0.439,0.293,2.55,1.982,-0.042,-0.007,-0.228,2.632,1.832,0.404,2.041,0.499,1.255,1.822,2.883,1.979,-0.418,-0.894,0.42,-0.013,1.334,2.159,2.084,5.559,2.914,-1.88,-1.344,5.696,5.108,0.37,2.257,4.711,4.949,1.106,-1.347,1.147,1.648,-0.304,4.682,0.594,2.24,2.898,7.244,2.382,2.437,4.877,3.707,0.405,6.55,-1.45,1.444,0.462,1.003,3.912,1.562,1.921,2.858,-1.681,-1.584,5.121,0.046,1.559,2.091,2.617,4.065,0.657,5.071,0.366,4.29,1.872,1.508,0.927,0.083,4.236,2.162,1.095,3.771,-2.205,1.231,3.343,5.215,0.528,3.847,1.726,4.191,1.587,0.882,5.708,4.618,2.561,1.132,1.071,3.663,-0.613,-0.944,0.18,-3.841,2.397,-0.968,0.663,-1.629,1.726,0.28,1.349,5.96,3.848,1.133,3.782,2.083,1.095,0.308,0.495,4.821,3.399,-0.338,5.888,2.163,3.186,3.956,4.375,0.531,3.253,-2.571,2.852,0.187,0.041,1.449,-3.939,-0.267,2.799,3.294,0.167,4.56,4.35,4.685,0.413,4.907,2.889,0.736,6.979,0.217,5.545,3.218,-1.194,0.405,-0.47,1.758,-1.838,-0.772,0.054,-0.687,1.638,-3.136,1.411,1.81,-0.354,-0.616,3.508,3.494,2.117,4.187,4.125,2.143,-2.607,9.691,23.105,11.609,11.952,12.025,15.114,14.955],"base_top":[[248058,23.105],[40,20.321],[760,17.813],[27775,17.612],[12189,16.8],[27,16.695],[3928,16.403],[5328,16.126],[1206,16.103],[1919,15.822]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,17,22,22,18,18,29,198,27,15704,16874,62,16,62,22,15,29,198,15,21,20,198,510,15704,29,198,27,15704,16874,62,17,62,24,19,29,198,19,17,198,510,15704,29,198,27,15704,16874,62,18,62,23,23,29,198,19,17,24,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","2","7","7","3","3",">","\n","<","parameter","=p","_","1","_","7","0",">","\n","0","6","5","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","9","4",">","\n","4","2","\n","</","parameter",">","\n","<","parameter","=p","_","3","_","8","8",">","\n","4","2","9","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.1195,0.0816,-0.8474,-0.9358,-1.3331,0.8848,-0.7846,0.0487,0.2227,-0.8049,-0.075],[-3.8066,0.6569,7.2152,13.8371,-0.996,-1.2009,1.8339,-0.9054,0.0692,-0.5617,-0.3755],[-5.0178,-1.515,11.7902,18.3378,-1.1793,-0.4303,-0.1693,-0.2805,0.1693,-0.9318,-0.1477],[-2.5957,-2.0042,10.8952,17.0862,-1.913,-0.5878,1.3846,-0.8531,0.1787,-0.8003,0.0093],[-2.3968,-1.9079,10.7314,15.3262,-1.6448,-0.7471,-1.1893,-0.7915,0.393,-1.2875,0.7673],[-1.7122,-3.2247,9.5866,14.6984,-0.6172,-0.4879,0.5203,-0.8133,0.621,-1.1629,0.158],[-3.4981,-1.564,11.8923,20.9094,-1.8099,0.5355,-0.1125,-1.3663,0.4845,-1.7098,0.1143],[-2.5335,-2.2492,15.9414,20.1286,-0.8887,0.055,-1.7907,-0.7642,0.2927,-1.568,-0.4402],[-3.3213,-1.7781,13.4247,19.4385,-0.1148,-0.8694,-2.0168,-1.5783,-0.167,-1.7091,-0.3496],[-3.2441,-1.973,11.7611,18.0159,0.2076,-1.4502,-1.5714,-1.1799,-0.0469,-1.2946,-0.4457],[-3.4047,-2.0509,11.9768,19.6935,-0.6115,-1.9305,-1.1049,-1.6951,0.0342,-1.6344,-0.1894],[-4.5391,-1.7208,10.2013,20.1101,-0.2622,-1.808,0.4844,-1.5873,0.2612,-1.7811,-0.14],[-4.6168,-1.0972,9.914,22.3174,-0.6433,-2.2813,0.5533,-0.6874,0.1016,-1.1747,-0.0215],[-5.0139,-0.3718,9.9955,21.1068,-0.9697,-1.6077,0.5546,-0.0788,0.1525,-0.9992,-0.2494],[-4.8081,-0.4106,10.7551,17.7442,-1.2739,-1.507,-0.6027,-0.169,-0.3101,-1.074,-0.2695],[-1.1317,-1.5257,10.6156,18.6655,-1.7409,-1.5289,2.3579,-0.3269,-0.1186,-1.0771,-0.4113],[-1.5707,-1.7221,10.0583,20.4677,-2.2266,-1.194,-1.9341,-0.751,-0.0148,-1.1886,0.1675],[-3.1916,-1.1664,10.7387,21.8698,-2.603,-1.0858,-0.0693,-0.9638,0.1549,-1.4868,-0.0997],[-2.2323,-1.9246,14.5581,22.3064,-2.4132,-0.9003,-1.0686,-0.3485,0.1332,-1.6528,-0.5433],[-3.4159,-1.9673,10.5752,22.4328,-1.7904,-1.2526,0.0739,-1.1558,-0.0267,-2.1848,-0.1597],[-2.2397,-2.5982,14.0242,20.96,-1.46,-0.8798,-0.5846,-0.3968,-0.0638,-1.813,-0.8582],[-2.2465,-0.8316,11.78,21.9823,-0.4593,-1.7307,-0.8107,-1.0643,-0.1315,-1.709,-0.3639],[-3.6508,-1.8787,12.1925,22.0303,-1.5202,-1.8117,0.4105,-0.5125,0.1008,-1.6952,0.0621],[-2.0959,-1.0514,15.4487,19.9816,-3.2026,-0.4382,1.6092,-0.1453,0.4954,-1.4016,-0.2434],[-0.409,-1.0366,19.1599,15.9724,-1.4046,-0.0925,-2.3582,-0.1185,0.3614,-1.4575,-0.3094],[-2.1901,-1.2939,14.383,20.8949,-0.1928,-2.1495,-0.4374,-0.709,0.2113,-1.3219,-0.3444],[-2.5334,-1.6871,13.5894,20.8119,-1.087,-1.8636,-1.1473,-0.7882,0.3047,-1.4275,-0.4245],[-3.0019,-1.0247,12.0159,20.7898,-0.5572,-1.1604,0.4687,-0.471,0.2138,-1.5214,-0.2925],[-4.2714,-1.5796,12.1719,19.0557,-1.6807,-0.8337,0.8131,-0.5663,0.1637,-1.2592,-0.5875],[-2.8114,0.193,11.3496,16.701,-2.2104,-1.1861,1.1005,-0.6176,0.077,-0.7012,-0.6095],[-4.9926,0.1646,9.034,22.0679,-1.2673,-2.5525,0.9448,-0.9855,0.2506,-1.1898,-0.2611],[-2.6796,-1.2275,12.2737,21.5825,-1.4079,1.0604,0.624,-0.036,0.5122,-1.3851,-0.2374],[-4.53,-0.6011,10.7197,18.76,-1.6747,-0.8661,-0.0527,-0.2985,-0.2194,-1.0122,-0.3583],[-1.4054,-1.4848,10.675,19.4508,-2.7762,-0.9834,2.462,-0.7225,-0.0128,-0.9123,-0.3135],[-2.1546,-1.8873,9.3914,20.6437,-2.8911,-0.6662,-1.0117,-0.8121,0.0713,-1.1858,0.0727],[-3.3408,-1.1335,10.0555,20.4194,-2.4814,-1.059,0.386,-1.1312,0.3366,-1.3108,-0.0444],[-3.4092,-2.3636,13.9763,21.0188,-2.6111,-0.6386,-0.0327,-0.5093,0.2938,-1.4561,-0.4893],[-3.9417,-2.267,10.3049,21.6887,-1.9896,-1.5087,0.3121,-1.2364,0.0511,-1.8773,0.0469],[-2.8016,-3.0486,14.7129,21.159,-2.5849,-2.1884,-0.4507,-0.4047,-0.0232,-1.6366,-0.6615],[-2.5058,-2.591,12.4256,21.9365,-1.0414,-1.5824,-0.8362,-1.2216,0.0649,-1.4764,-0.3644],[-2.9574,-0.2974,10.2886,21.4211,-1.0889,-1.6698,2.0046,-0.8498,0.1143,-1.3636,-0.2448],[-2.7643,-0.3636,13.6478,20.5589,-2.4757,-0.3108,1.7301,-0.3362,0.3053,-1.0454,-0.5289],[-1.346,-0.4486,17.3031,17.406,-0.4493,0.4714,-2.0427,-0.2293,0.1964,-1.1725,-0.3347],[-3.0905,-0.8898,12.239,19.357,0.1238,-1.4992,0.2899,-0.7318,0.3117,-1.5298,-0.4031],[-2.8856,-0.5646,11.9666,19.3396,-1.459,-1.4955,-0.18,-0.7828,0.1348,-1.6513,-0.4457],[-4.0273,-1.1452,11.3117,17.8721,-2.3286,-0.6832,0.3208,-0.5291,0.3063,-1.1784,-0.8163],[-2.7337,0.1601,10.6471,15.492,-1.5562,-0.7487,1.1744,-0.7026,0.2315,-0.5145,-0.7665],[-4.5736,-0.0669,8.139,21.4033,-0.7175,-3.1598,0.6789,-0.9892,0.2302,-1.2421,-0.429],[-2.8185,-0.7185,10.7157,21.0783,-1.2009,-0.97,1.8603,-0.3247,0.107,-1.3661,-0.3167],[-4.394,-0.6026,10.0422,18.0305,-1.0349,-0.639,-0.4304,-0.5913,-0.1764,-1.129,-0.4931],[-1.2051,-1.1977,10.574,19.3486,-2.5161,-1.0598,1.713,-0.7101,-0.0069,-0.8025,-0.425],[-2.3421,-1.996,8.7183,20.6118,-2.1877,-0.9837,-1.2369,-0.6379,0.0375,-1.1261,-0.0021],[-3.8079,-1.1362,9.1168,19.9029,-1.9486,-1.6594,0.1795,-0.9176,0.2704,-1.3677,-0.1189],[-3.4801,-2.5947,13.5274,20.8433,-2.0442,-1.5114,-0.8525,-0.3849,0.1941,-1.4966,-0.4751],[-3.6545,-1.954,10.3545,21.6346,-1.3383,-0.6758,0.5181,-1.3555,0.1389,-1.8867,-0.1212],[-2.8548,-3.1345,14.3812,20.5192,-1.7844,-1.3982,-1.3763,-0.9444,-0.0962,-1.6259,-0.6088],[-2.6991,-2.0091,11.0572,20.7975,-0.1221,-1.4743,0.2374,-1.1411,-0.0039,-1.4576,-0.5263],[-1.9955,-0.3597,10.6487,21.1916,-0.5314,-1.6349,0.8959,-0.8391,-0.015,-1.2105,-0.3396],[-1.4681,0.0579,12.6006,18.8933,-1.3094,-0.3919,1.3727,-0.2365,0.1352,-1.2562,-0.5122],[-0.4919,0.0044,16.267,15.1791,0.6857,0.2577,-1.5489,-0.1508,0.1224,-1.2772,-0.4505],[-2.3559,-0.4184,12.2271,17.6408,0.3783,-1.107,0.6253,-0.9771,0.3748,-1.5669,-0.4996],[-2.7029,-0.4239,12.6227,18.5893,-0.3454,-1.5155,-0.1325,-0.8564,0.1172,-1.6809,-0.3764],[-2.5432,-0.5049,11.4445,21.2834,-0.9636,-1.5041,-0.1795,-0.5468,-0.0578,-1.549,-0.3327],[-3.4232,-1.3496,11.4425,18.5791,-1.539,-0.1834,1.2321,-0.4768,0.0935,-1.2851,-0.6113],[-2.1645,0.262,10.7945,15.4103,-1.2975,-1.0191,1.6041,-0.8562,0.2081,-0.557,-0.6741],[-3.748,0.1526,8.3776,20.6845,-0.9042,-2.1681,0.7773,-0.8362,0.2147,-1.122,-0.2184],[-2.3271,-0.3317,9.367,21.0892,-0.7013,-0.7356,2.4568,-0.198,0.1101,-1.2491,-0.3367],[-3.4211,0.3761,9.2371,16.0767,-1.0747,-0.152,-0.2275,-0.6154,-0.178,-1.1601,-0.3736],[-1.1002,-1.1495,10.2136,17.9236,-2.7329,-1.0652,2.2831,-0.341,-0.1174,-0.7338,-0.4508],[-1.8274,-1.6965,9.3798,20.5387,-2.1893,-1.573,-1.7289,-0.6683,-0.1141,-1.0892,-0.0213],[-2.4122,0.1291,10.2838,19.6002,-1.6274,-3.181,-0.6669,-0.7676,0.0205,-1.4266,-0.1153],[-3.7575,-1.4124,11.1158,21.7685,-1.0273,-1.9535,-0.3062,-0.9273,-0.1145,-1.6509,-0.0796],[-2.0009,-0.625,11.9109,18.9784,-2.4098,-1.6727,0.8606,-0.3818,-0.0825,-1.3729,-0.2463],[0.0223,-0.2588,15.0806,14.8289,-0.8372,-1.8333,-1.3357,-0.7275,-0.0695,-1.492,-0.3187],[-3.4591,-0.4329,10.1263,22.021,-1.0556,-2.0293,1.137,-0.6361,-0.0107,-1.6357,-0.2972],[-4.2523,-1.29,11.9862,18.8105,-1.9799,-0.2066,0.835,-0.6376,0.1988,-1.2521,-0.6618],[-2.8519,-0.1299,11.9341,16.9695,-1.8798,-0.5701,1.0854,-0.8046,0.1277,-0.7332,-0.6966],[-4.4228,0.2863,7.9698,19.0841,-0.8082,-2.1743,0.3606,-0.6693,0.2955,-1.1789,0.0421],[-3.8723,-0.3574,9.7755,20.7728,-0.7221,-1.5047,1.8493,-0.2142,0.223,-1.1078,-0.405],[-5.315,0.3382,10.946,17.257,-0.7102,-0.501,-0.7379,-0.3648,0.0003,-0.9827,-0.1306],[-3.9526,-0.0562,9.7534,16.4047,-1.3199,-0.8502,-0.5705,-0.7188,0.1673,-0.8708,-0.2675],[-4.8351,-0.453,6.1797,13.7572,-0.4769,-1.7862,2.4692,-1.1721,0.2699,-0.9336,-0.0518],[-3.9794,-2.0612,10.5447,18.2504,-0.8701,-0.62,2.4501,0.1162,0.4627,-1.0336,-0.1231],[-4.4498,-0.5229,8.6375,13.1926,-2.0375,-0.9141,-0.0751,-0.9722,-0.078,-1.0901,0.1643],[-3.2999,0.0777,8.2632,12.6664,-2.6779,-0.8878,-1.2852,-1.0682,-0.0446,-1.5336,0.0453]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_27733>\n<parameter=p_1_70>\n065\n</parameter>\n<parameter=p_2_94>\n42\n</parameter>\n<parameter=p_3_88>\n429\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":85,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_27733>\n<parameter=p_1_70>\n065\n</parameter>\n<parameter=p_2_94>\n42\n</parameter>\n<parameter=p_3_88>\n429\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":85,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_27733>\n<parameter=p_1_70>\n065\n</parameter>\n<parameter=p_2_94>\n42\n</parameter>\n<parameter=p_3_88>\n429\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":85,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_27733>\n<parameter=p_1_70>\n065\n</parameter>\n<parameter=p_2_94>\n42\n</parameter>\n<parameter=p_3_88>\n429\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":85,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_27733>\n<parameter=p_1_70>\n065\n</parameter>\n<algorithm>\n\"065\"\n</parameter>\n<algorithm>\n\"065\"\n</parameter>\n<algorithm>\n\"065\"\n</parameter>\n<algorithm>\n\"065\"\n</parameter>\n<algorithm>\n\"065\"\n</parameter>\n<algorithm>\n\"065\"\n</parameter>\n<algorithm>\n\"065\"\n</parameter","n_tokens":128,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":true,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0226","set":"practice","cohort":"no_tool","family":"transfer_direction","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to copy an item into a destination while retaining it at the source. Do not access or change stored data.\nContainer the item goes to: \"065\". Container the item comes from: \"spruce_671\". Item identifier: \"cedar_755\".\nUnrelated archived note: maple_501, reference 075. These are not inputs to this request.","tools":[{"function":{"description":"Copy an item into a destination while retaining it at the source. Inert synthetic operation.","name":"copy_item","parameters":{"additionalProperties":false,"properties":{"destination":{"description":"Container the item goes to","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"item":{"description":"Item identifier","type":"string"},"source":{"description":"Container the item comes from","type":"string"}},"required":["item","source","destination"],"type":"object"}},"type":"function"},{"function":{"description":"Move an item from a source container into a destination container. Inert synthetic operation.","name":"move_item","parameters":{"additionalProperties":false,"properties":{"destination":{"description":"Container the item goes to","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"item":{"description":"Item identifier","type":"string"},"source":{"description":"Container the item comes from","type":"string"}},"required":["item","source","destination"],"type":"object"}},"type":"function"}],"prompt_tokens":688,"decision":{"rms":0.3628887523050529,"sumsq":134.84774046670645,"hb":[-0.07822,-0.04789,-1.39063,-0.0892,-0.97685,0.24987,-0.48477],"lse":22.0346081373647,"logits":[14.867,15.32,14.72,13.716,12.909,13.062,9.345,11.048,10.334,10.943,9.405,14.81,13.221,9.175,15.888,11.607,8.848,10.038,9.378,10.002,19.679,9.286,10.862,14.892,12.288,12.861,10.794,8.847,11.97,9.343,8.206,14.184,16.493,9.174,12.935,9.552,8.807,11.766,7.406,8.55,12.918,8.534,7.605,13.463,5.785,8.053,5.078,12.152,6.599,16.116,5.594,7.744,8.744,7.595,8.668,5.459,9.4,12.716,12.247,6.214,8.008,16.808,4.416,6.44,7.773,10.759,5.989,11.65,2.189,17.854,10.047,8.379,9.653,-0.422,13.452,3.212,9.011,5.488,10.671,13.313,8.932,10.001,10.544,11.099,12.02,7.515,8.012,4.449,12.019,11.646,0.05,5.065,19.821,8.371,7.841,7.304,13.933,-4.71,1.089,5.09,8.507,9.33,1.108,10.186,3.955,14.681,12.84,3.996,6.992,11.531,6.445,9.801,7.59,6.299,8.427,13.087,18.728,8.413,9.18,12.611,14.173,12.099,14.725,15.813,17.245,12.961,3.455,10.998,7.867,8.059,3.202,9.786,3.972,8.869,8.498,7.434,6.727,14.635,4.363,9.33,8.582,16.618,14.407,5.949,1.963,9.452,14.746,-1.052,17.696,3.015,-3.16,10.182,5.239,8.052,5.816,10.483,8.524,8.163,9.682,9.783,9.643,4.606,10.331,-1.62,9.551,5.682,11.393,8.149,-5.064,10.639,14.377,13.773,14.852,7.826,8.932,7.77,8.93,8.348,12.504,7.113,8.19,5.796,6.222,4.059,9.164,15.906,6.716,12.635,-0.533,11.327,11.544,3.249,16.559,13.602,5.41,7.639,8.711,15.517,9.188,3.532,9.07,12.941,6.901,1.718,12.573,10.344,12.69,8.062,3.979,11.494,1.968,14.742,15.711,2.244,8.436,5.237,-3.221,4.461,2.631,2.639,11.595,6.741,10.368,3.536,0.53,6.882,8.873,4.328,0.475,5.125,11.463,-0.552,2.758,7.932,9.303,10.566,6.629,12.805,6.93,11.674,6.925,4.977,4.168,5.044,5.754,10.923,-0.547,-0.188,11.1,9.855,1.083,10.161,11.272,10.848,5.798,-1.089,11.612,12.153,8.509,14.631,11.4,11.103,4.655,0.163,4.641,10.033,2.899,10.185,5.275,16.641,0.494,0.869,-0.139,3.739,2.822,9.825,8.682,5.842,8.169,2.013,13.785,9.113,0.403,9.13,7.055,9.979,-2.19,9.615,13.75,13.303,8.533,6.415,13.203,8.184,10.433,8.018,10.323,11.872,13.354,9.399,12.682,7.765,4.943,10.514,7.337,7.633,7.681,11.006,0.22,10.003,9.179,7.957,16.04,4.733,-1.265,-0.751,10.392,6.881,-2.631,0.905,4.863,9.79,8.156,7.841,7.458,17.5,-2.837,-2.611,9.615,11.313,17.598,9.219,4.06,13.01,12.745,3.443,9.564,1.798,3.741,8.241,0.374,10.574,13.206,11.717,6.986,6.432,7.957,4.305,8.796,3.011,11.959,5.588,0.751,4.611,6.862,13.376,6.454,12.809,9.629,7.955,2.631,7.241,-0.416,0.295,14.104,11.089,10.174,4.947,4.511,3.956,10.97,10.426,0.89,5.904,12.118,3.789,6.448,12.946,9.936,16.987,3.06,-1.162,13.979,1.849,7.722,4.909,1.671,3.297,9.036,11.812,4.055,12.171,6.951,13.433,0.34,12.495,8.819,5.52,2.156,3.117,5.236,-2.176,5.971,5.305,10.745,2.719,10.071,11.898,-0.453,1.772,11.508,9.181,3.858,5.35,10.818,10.375,-0.044,10.595,7.507,10.991,8.209,10.362,1.919,7.17,5.073,9.925,3.115,0.901,14.329,-1.267,13.412,6.906,3.174,6.06,1.326,6.672,7.022,8.771,11.762,14.975,10.662,9.175,7.437,5.313,1.451,6.299,10.888,2.37,12.189,1.389,8.872,1.616,12.538,-0.653,3.288,2.005,10.806,5.82,5.525,1.614,1.305,13.586,9.831,6.332,9.259,2.507,-0.684,2.746,7.343,9.122,9.93,14.823,7.787,-0.852,2.053,1.867,2.522,8.187,8.529,1.288,10.703,6.777,10.969,0.535,7.879,11.165,-0.208,10.888,17.75,12.298,4.569,8.898,5.759,7.842,7.536,7.979,12.225,-0.006,8.656,3.335,7.488,4.568,6.428,9.374,1.194,5.156,0.136,6.03,10.525,14.661,4.79,11.56,0.599,4.606,11.511,1.983,8.626,15.121,8.506,5.887,9.715,1.456,1.006,-2.674,6.845,7.149,2.408,-1.906,2.703,6.752,6.547,6.7,3.474,3.868,5.528,4.93,8.449,2.755,6.681,6.855,8.875,4.348,-0.975,11.539,-0.699,7.612,12.884,11.529,4.817,5.239,1.002,7.156,-0.122,0.204,8.91,12.393,4.941,12.126,1.828,8.163,8.977,4.018,-0.939,4.129,10.143,13.256,8.307,3.65,10.434,4.101,1.503,3.758,7.98,11.011,1.753,5.25,-0.055,7.019,7.667,1.088,2.301,6.725,10.241,0.488,5.035,2.052,7.423,-0.139,9.428,-0.475,13.633,9.688,-2.423,6.308,8.42,1.542,2.497,3.12,7.912,11.21,3.091,8.965,7.457,5.163,12.975,11.595,3.256,-3.127,-2.063,-0.479,8.684,10.877,8.362,9.626,-1.767,6.277,3.645,7.896,6.762,8.971,10.239,6.852,6.107,2.206,7.722,12.695,5.949,9.772,-0.277,3.71,4.68,2.452,2.619,5.543,7.938,17.05,7.488,-0.063,0.242,8.488,8.982,1.16,6.645,9.554,5.208,9.946,6.43,-5.032,7.108,4.363,0.003,4.313,9.565,10.072,1.294,0.629,0.669,12.146,-1.058,6.034,9.628,6.755,6.954,11.593,1.953,5.155,9.156,1.728,3.942,14.377,-3.245,-0.333,4.928,6.979,1.381,7.843,9.407,3.635,1.269,3.606,4.739,2.087,6.932,9.353,2.069,1.323,0.674,9.4,7.46,8.015,4.248,13.226,14.991,10.123,4.486,6.166,0.9,2.617,7.22,1.945,7.879,4.066,1.553,-0.758,14.118,-1.289,8.004,4.711,2.901,4.6,8.791,0.455,10.347,12.834,2.28,1.329,7.128,5.723,2.771,4.842,3.851,1.553,5.44,2.773,3.197,8.092,-1.147,9.268,8.516,5.501,5.069,1.443,4.895,7.872,0.752,8.173,10.07,1.004,12.22,3.282,4.238,7.165,6.092,2.643,9.068,1.953,3.317,2.951,8.061,1.06,-0.201,17.075,1.812,1.636,6.626,2.034,-4.474,1.989,8.922,1.559,3.112,-1.66,3.288,11.367,5.415,2.844,-1.282,2.965,-0.871,1.642,0.724,-3.919,7.005,10.403,2.863,-0.738,4.697,6.145,0.599,7.824,13.474,-1.165,6.289,6.911,3.76,6.417,9.318,-0.842,3.727,0.724,10.15,0.841,0.736,3.393,1.71,1.069,-2.375,-0.289,1.667,2.074,4.167,5.157,-0.255,4.95,3.894,1.846,0.253,-4.49,0.924,-0.134,2.634,0.103,2.552,2.551,4.889,1.768,5.668,2.937,-1.405,-1.379,3.018,1.479,3.142,4.307,1.336,4.316,-1.369,4.187,2.492,2.585,0.112,-4.315,3.61,5.435,-0.5,0.026,1.926,-1.444,1.354,10.301,8.979,2.399,2.411,2.467,4.265,2.907,1.25,-2.407,2.566,1.432,1.025,2.81,1.721,-4.5,1.87,-1.427,2.798,0.955,1.502,-0.702,-3.492,2.371,0.54,-2.735,0.965,3.335,1.972,-1.615,-1.53,-2.122,1.305,0.421,0.296,2.211,2.584,0.374,1.199,3.522,1.989,-2.258,0.504,-1.158,2.342,-0.649,3.38,2.516,3.771,2.076,-1.311,-2.336,5.394,3.355,1.847,1.466,3.1,3.318,0.699,-0.458,-1.714,-0.89,-3.972,3.029,-1.637,3.085,1.367,4.215,1.393,1.037,4.048,4.176,1.658,3.878,-2.368,0.044,1.478,-0.21,0.85,1.419,-0.221,2.762,-2.957,-4.045,3.828,-0.15,0.205,2.737,1.512,3.874,-0.41,5.352,0.41,2.289,0.374,2.052,1.442,-2.011,5.951,0.727,1.774,2.507,-1.056,-0.066,1.461,5.491,0.522,0.751,0.992,2.209,-0.622,1.473,2.73,0.515,3.659,0.345,1.607,0.688,-1.204,-0.73,-0.538,-1.988,5.291,-0.239,2.238,1.764,0.829,1.138,2.721,1.942,2.106,-3.704,2.073,2.242,-1.372,-0.291,0.276,3.272,0.562,0.047,6.006,-0.265,2.069,2.376,3.874,1.568,2.424,-1.42,3.15,0.077,0.077,0.592,-2.11,-0.171,2.945,4.376,0.151,3.899,2.913,4.899,1.012,3.774,3.26,0.475,3.844,0.205,2.624,4.316,-1.235,0.003,-1.186,0.373,-1.958,-0.414,1.42,0.343,2.825,-2.739,1.614,1.664,-1.613,-0.33,5.129,3.179,1.556,1.831,3.122,1.098,-3.849,9.768,21.49,8.584,10.179,9.808,15.621,12.533],"base_top":[[248058,21.49],[1206,19.821],[40,19.679],[1919,18.728],[760,17.854],[27775,17.75],[2665,17.696],[12189,17.598],[11762,17.5],[2064,17.245]]},"positions":{"tokens":[248058,198,27,1628,28,8298,5457,29,198,27,15704,31487,29,198,1931,277,62,22,20,20,198,510,15704,29,198,27,15704,28,2348,29,198,49931,10208,62,21,22,16,198,510,15704,29,198,27,15704,28,17459,29,198,15,21,20,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","copy","_item",">","\n","<","parameter","=item",">","\n","ced","ar","_","7","5","5","\n","</","parameter",">","\n","<","parameter","=","source",">","\n","spr","uce","_","6","7","1","\n","</","parameter",">","\n","<","parameter","=","destination",">","\n","0","6","5","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.5061,-1.1909,0.6876,1.3372,-2.1926,0.4638,0.2882,0.0467,0.119,-0.9267,-0.085],[-3.6951,0.3951,7.0692,14.5682,-1.4161,-1.4511,1.599,-0.9077,0.0734,-0.6475,-0.3504],[-4.3223,-0.7559,10.0248,16.8645,-1.8533,-1.6285,-0.2746,-0.1705,0.068,-0.6958,-0.1337],[-2.5283,-0.2843,9.5532,16.2427,-2.258,-1.2797,0.6369,-0.7482,-0.0402,-0.4828,0.0521],[-2.003,-0.7986,8.5979,16.3232,-2.5342,-2.176,-1.4035,-0.509,0.1025,-0.7723,0.4562],[-1.5523,-0.5421,10.5203,14.5786,-1.3079,-2.3649,-0.8364,-1.0366,0.2557,-0.9732,0.0874],[-3.7952,-1.6501,9.5105,20.4855,-2.4104,-0.8063,0.1363,-1.1558,-0.0151,-1.4739,0.3746],[-5.5296,-1.8025,8.5162,20.7885,-1.3044,-1.8789,0.8776,-0.9353,-0.0981,-1.0355,0.4057],[-5.598,-0.2395,9.7825,21.4551,-2.8998,-1.7814,1.6183,-0.3186,-0.0086,-0.8856,-0.0207],[-4.676,-0.4511,11.4081,17.4692,-2.427,-1.8765,-0.0853,-0.2404,-0.1855,-0.9926,-0.2234],[-1.4491,-0.6963,10.0497,17.1629,-4.3349,-1.0334,2.5948,-0.4534,-0.0587,-0.7529,-0.0179],[-1.8925,-1.0156,9.7422,18.2093,-4.5166,-1.8654,-0.8976,-0.7591,-0.0935,-1.3415,0.4466],[-3.9367,-2.645,11.1276,21.4184,-2.8838,-2.7851,0.6143,-0.7798,-0.2417,-1.3198,0.1215],[-2.8262,-0.6061,16.634,19.4662,-3.1141,-0.9615,1.771,-0.3595,0.4529,-1.0965,-0.198],[-0.2271,-0.1339,19.6272,14.1736,-1.0404,-1.0253,-0.7844,-0.5638,0.4478,-1.1739,-0.1743],[-2.9929,-2.7474,13.9481,21.5331,-0.9039,-0.6089,1.1996,-1.3493,0.0755,-1.0931,-0.0427],[-4.602,-1.2098,13.2173,22.8193,-1.4274,-0.151,1.3716,-1.7065,0.1943,-1.6501,-0.2378],[-3.1854,-1.9597,16.5788,21.5134,-1.2654,-0.765,-0.723,-0.5642,-0.0237,-1.4584,-0.8704],[-3.5676,-1.7298,14.0367,20.8646,-1.0657,-2.7904,-1.7657,-1.4692,0.0515,-1.5956,-0.6449],[-3.5021,-1.6553,13.0465,21.69,-0.7772,-3.339,-0.3748,-1.3462,0.3021,-1.3769,-0.4783],[-4.7154,-0.8136,11.3565,21.6047,-1.0866,-2.0621,1.5644,-0.6151,0.2028,-1.3974,-0.2281],[-4.5658,-1.0355,12.6018,19.329,-2.001,-1.4157,0.8849,-0.5901,0.1788,-1.3586,-0.5947],[-3.0583,0.5695,11.7461,17.3749,-2.4309,-1.0047,1.1877,-0.688,-0.0087,-0.9455,-0.516],[-4.6483,-0.2227,9.3422,21.2208,-1.8832,-2.9243,0.7727,-0.9951,0.0658,-1.277,-0.1939],[-3.5759,-0.7561,10.9955,21.3676,-2.4045,-0.8623,2.0496,-0.1574,0.2412,-1.318,-0.0741],[-4.4967,-0.6717,10.6319,18.2612,-2.6781,-1.4111,0.8614,-0.3358,-0.177,-1.1241,-0.3284],[-0.9302,-1.215,11.6577,18.9052,-4.1807,-1.9145,1.7818,-0.5531,-0.2496,-0.8386,-0.2478],[-0.8651,-0.926,11.3175,19.2293,-4.814,-2.0394,-1.0025,-0.8302,-0.0468,-1.2963,0.2706],[-0.863,-0.973,13.3594,19.0173,-3.8115,-1.9991,-0.3912,-1.2489,0.0492,-1.303,-0.2088],[-4.0241,-1.1112,11.719,21.446,-2.3155,-1.5538,0.9621,-0.8378,0.0833,-1.5667,0.0838],[-2.8694,-0.2015,16.3275,19.1104,-3.8017,-0.646,1.6336,-0.0961,0.544,-1.2971,-0.1051],[-0.7628,0.0827,19.1927,14.1753,-1.6639,-1.0593,-1.1671,-0.3312,0.4951,-1.2955,-0.106],[-3.3869,-1.6076,12.4387,19.2175,-0.7588,-0.5078,1.0087,-1.2449,-0.0436,-1.1842,0.1797],[-4.445,-1.0325,12.0175,22.6312,-1.5691,-0.9189,0.9829,-1.5542,0.3272,-1.6536,0.0295],[-2.786,-2.0481,15.4137,21.0983,-2.4379,-1.2779,-1.0271,-0.7715,0.0169,-1.56,-0.6501],[-3.6014,-1.6783,12.356,20.6439,0.2957,-1.2896,0.2255,-1.3893,0.0857,-1.6566,-0.6139],[-3.1771,-1.2946,12.9608,22.3528,-0.6621,-1.5202,-0.4914,-1.2473,0.3335,-1.8185,-0.3819],[-3.3493,-0.495,10.1559,20.9401,-1.6427,-1.9839,0.5958,-0.6353,0.1709,-1.5211,-0.1711],[-4.0965,-1.0997,12.4182,19.7763,-1.9404,-1.7313,0.3615,-0.5988,0.309,-1.3801,-0.5798],[-3.4765,0.1148,11.422,18.3818,-2.504,-0.6209,1.4365,-0.5131,0.044,-0.6755,-0.6693],[-4.7084,-0.3433,9.8463,22.291,-2.237,-2.9935,1.1135,-1.0354,0.197,-0.9973,-0.1468],[-4.3701,-0.8426,10.3893,21.3669,-2.382,-0.6041,2.4401,-0.3948,0.0629,-1.4039,-0.0459],[-4.3375,-0.3791,10.135,18.4604,-2.1207,-1.1776,0.3358,-0.4837,-0.2184,-0.9006,-0.3363],[-1.1513,-0.5481,10.7054,18.2542,-4.1664,-0.7783,2.7773,-0.7197,-0.254,-0.7025,-0.2368],[-2.7017,-0.8721,10.9685,20.196,-4.5902,-1.7284,0.1393,-0.6124,-0.0646,-0.9272,0.1684],[-1.9396,-0.9878,13.8703,19.3194,-3.3515,-2.08,0.1378,-1.2808,-0.0043,-1.1701,-0.248],[-3.8134,-1.8633,10.2519,21.9571,-1.7926,-1.0371,0.3731,-0.8248,-0.0207,-1.4824,0.1024],[-3.6005,-0.631,13.5738,20.4633,-2.8342,-0.8877,1.1244,-0.3387,0.3211,-1.1074,-0.2131],[-2.6795,-0.4509,17.0322,17.2414,-1.9721,-1.042,-1.1404,-0.3479,0.2135,-1.1358,-0.2844],[-3.4477,-1.9807,13.8016,21.4756,-0.603,-2.7335,0.089,-0.6878,0.2763,-1.1162,-0.4871],[-3.6303,-1.9438,13.403,20.8135,-1.4918,-2.2494,-0.7929,-1.0515,0.4619,-1.4974,-0.4267],[-4.5545,-1.5586,10.8297,21.2724,-0.8823,-1.7919,1.014,-0.6603,0.2277,-1.433,-0.178],[-4.3242,-1.0689,12.129,19.1118,-1.5789,-1.1991,0.8683,-0.6683,0.2433,-1.207,-0.5425],[-2.6971,0.0516,11.2475,18.078,-2.0879,-0.2623,1.6183,-0.6015,0.1955,-0.5501,-0.525],[-3.6717,-0.4718,9.2402,20.9783,-0.7827,-2.3445,0.5559,-0.8201,0.2538,-1.0959,0.0132],[-3.4668,-0.2909,9.4145,20.5139,-1.8786,-0.7924,2.4947,-0.3984,-0.0722,-1.4688,-0.056],[-3.2956,0.251,9.8231,16.7283,-1.068,-1.0228,0.0645,-0.6638,-0.226,-1.1363,-0.1569],[-4.1226,0.2068,10.2956,17.8736,-2.0184,-0.6583,-0.7459,-0.9955,0.1313,-1.087,-0.266],[-4.1325,-0.1012,5.4518,12.6634,-0.8191,-1.3959,2.1478,-1.2281,0.3119,-0.8026,-0.1016],[-3.399,-1.4048,10.2474,16.7276,-1.2803,-1.2296,2.984,-0.1634,0.5045,-1.1524,-0.2837],[-4.0738,1.077,7.8793,12.0823,-1.3964,-1.1917,0.032,-0.9208,-0.085,-1.1577,0.251],[-2.8338,0.9795,8.8307,13.099,-1.6345,-0.2963,-1.8069,-1.089,0.002,-1.3729,0.1514]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=copy_item>\n<parameter=item>\ncedar_755\n</parameter>\n<parameter=source>\nspruce_671\n</parameter>\n<parameter=destination>\n065\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=copy_item>\n<箇词=source>\nspruce_671\n</箇词>箇词=destination>065\n</箇词>\n<parameter=item>\ncedar_755\n</parameter>\n<箇词=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":76,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0254","set":"practice","cohort":"no_tool","family":"interval_boundary","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_509, reference 055. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to select values including both interval endpoints. Do not access or change stored data.\nDataset identifier: \"spruce_418\". Lower bound: 53. Upper bound: 64.","tools":[{"function":{"description":"Select values excluding both interval endpoints. Inert synthetic operation.","name":"fx_98862","parameters":{"additionalProperties":false,"properties":{"p_1_53":{"description":"Dataset identifier","type":"string"},"p_2_80":{"description":"Lower bound","type":"integer"},"p_3_87":{"description":"Upper bound","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_53","p_2_80","p_3_87"],"type":"object"}},"type":"function"},{"function":{"description":"Select values including both interval endpoints. Inert synthetic operation.","name":"fx_10626","parameters":{"additionalProperties":false,"properties":{"p_1_53":{"description":"Dataset identifier","type":"string"},"p_2_80":{"description":"Lower bound","type":"integer"},"p_3_87":{"description":"Upper bound","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_53","p_2_80","p_3_87"],"type":"object"}},"type":"function"}],"prompt_tokens":721,"decision":{"rms":0.3739843261071985,"sumsq":143.21999480202794,"hb":[-0.08916,-0.0865,-1.45913,-0.00099,-1.03536,0.30816,-0.49963],"lse":21.772288725454878,"logits":[15.826,13.361,14.335,13.714,13.834,13.275,9.181,12.187,11.582,12.286,11.362,15.78,13.082,10.38,14.296,13.415,9.405,12.992,11.052,11.443,20.075,10.897,10.767,14.492,12.836,12.715,11.068,11.894,13.604,10.417,9.1,13.939,16.923,8.93,12.604,13.852,10.011,11.832,9.172,9.507,13.055,9.888,9.151,11.896,6.709,7.361,3.741,11.762,9.377,16.192,6.204,7.75,9.577,9.277,8.049,6.826,9.865,10.762,11.668,6.73,6.334,17.092,3.85,6.556,8.763,10.903,6.763,12.254,0.478,18.657,9.813,9.299,8.75,-0.643,14.998,4.844,10.605,6.854,10.146,12.564,8.429,9.177,12.856,10.305,10.744,8.573,7.956,2.652,13.07,11.452,1.245,6.195,19.279,10.872,6.35,6.892,14.725,-3.025,3.031,3.522,7.874,11.275,1.766,10.104,1.004,15.063,12.0,4.691,6.859,12.668,15.438,10.537,8.814,7.19,9.279,13.1,18.322,7.612,9.735,9.802,14.04,12.107,15.049,15.154,17.522,12.647,3.588,11.353,9.366,10.216,4.138,9.238,4.697,7.882,9.601,9.191,7.235,15.854,4.822,9.856,8.648,16.894,15.032,6.744,0.49,8.879,15.319,-1.387,17.254,3.501,-2.236,11.322,8.135,9.06,6.694,11.096,8.125,9.136,8.917,18.486,10.384,5.125,10.934,-0.864,9.735,6.137,10.503,8.093,-4.996,11.106,12.952,13.753,14.979,10.077,8.755,7.867,9.05,8.088,13.217,7.504,9.771,5.836,7.848,2.67,9.663,16.532,7.501,11.509,-0.744,11.58,11.679,5.304,16.415,13.067,6.342,6.942,10.338,15.817,10.353,4.072,9.818,11.7,7.242,1.257,13.215,9.773,12.002,9.337,3.503,12.646,4.857,15.903,15.339,2.857,9.337,6.025,-3.223,2.49,3.384,4.861,11.84,10.108,10.329,3.724,-0.508,7.683,8.546,4.492,2.661,6.003,11.006,-1.203,2.892,9.272,10.574,10.405,5.218,11.936,6.624,11.937,6.222,6.906,4.884,4.48,5.783,11.649,0.616,-1.609,10.198,9.707,2.339,12.719,10.986,11.188,7.358,-1.459,12.942,12.748,9.863,13.126,10.529,12.152,5.608,1.798,5.204,9.804,9.223,10.447,6.152,15.365,1.602,4.635,-0.953,2.627,3.031,10.458,10.043,9.049,8.71,2.205,12.557,11.742,0.374,7.211,8.707,9.181,2.482,9.515,11.736,14.993,9.488,7.719,12.683,9.69,8.856,10.102,8.33,12.848,14.365,8.943,12.467,10.171,5.821,11.351,7.439,5.867,7.107,12.114,0.379,10.252,10.23,5.452,15.837,4.944,-2.34,-2.231,9.586,8.859,-3.303,0.786,3.722,11.066,9.367,8.194,7.968,12.856,-3.381,-1.398,9.895,11.034,17.581,9.46,3.86,12.83,13.331,4.555,11.198,3.447,2.702,6.338,1.556,9.576,11.478,11.234,8.006,7.23,9.169,3.722,5.903,2.64,12.028,6.756,-2.407,1.647,9.701,13.765,9.211,12.996,10.264,9.158,4.836,6.652,1.157,0.555,14.336,11.295,10.482,6.488,4.337,4.569,12.82,10.884,1.616,8.217,12.121,4.115,6.979,11.98,9.53,16.139,3.453,0.029,15.877,4.547,8.708,4.52,2.581,3.505,10.417,12.757,5.845,12.576,6.832,14.731,2.151,11.396,10.039,5.239,2.152,4.679,5.848,-2.508,6.894,4.426,11.507,1.167,8.707,11.681,-0.528,3.305,11.441,11.735,2.905,6.647,11.655,10.443,-1.081,10.54,10.518,10.976,7.228,13.758,3.409,8.185,8.814,10.022,2.443,1.026,13.638,-0.669,13.93,8.873,2.944,5.352,1.29,5.109,8.931,10.031,13.706,13.313,9.555,7.777,8.249,6.06,2.324,5.844,12.429,2.885,11.542,0.412,9.234,1.772,12.598,0.995,3.946,2.463,12.272,9.177,6.227,2.047,2.683,14.189,10.822,6.316,9.948,3.594,0.626,2.51,8.269,7.467,8.522,14.008,8.192,-0.852,3.048,2.294,2.679,9.724,6.721,3.4,10.995,7.572,11.862,0.889,7.658,12.789,1.26,9.44,17.357,12.992,8.158,5.967,8.692,9.827,6.487,9.23,12.833,1.209,10.383,1.072,7.917,3.334,4.707,8.231,1.62,8.645,1.654,6.043,11.109,13.801,5.743,12.695,3.109,4.701,11.019,4.986,8.403,14.603,7.137,5.954,9.079,1.707,3.438,0.219,7.663,7.138,4.865,-2.661,5.216,7.859,7.9,8.839,4.993,4.438,5.46,7.444,8.347,2.812,6.21,6.74,7.858,3.374,-0.404,10.261,-1.239,7.852,13.811,11.942,3.492,5.701,2.633,7.407,-1.292,-0.748,7.871,10.455,6.368,12.098,3.527,7.936,9.765,4.995,0.407,4.617,10.447,12.907,7.275,4.462,10.85,2.803,-0.792,5.645,6.605,11.555,3.405,6.193,-3.407,7.603,6.48,1.572,3.871,6.521,11.127,-0.176,6.642,1.491,7.922,3.367,9.057,1.617,12.778,10.732,-0.5,5.775,9.446,0.909,4.484,0.555,6.794,14.212,3.217,8.446,9.63,6.153,11.19,11.134,3.397,-2.806,-0.746,2.209,11.013,10.9,10.0,10.434,0.637,6.079,3.297,8.078,7.497,8.961,11.922,6.788,6.073,3.659,5.985,13.65,6.618,9.485,-1.585,4.648,6.16,1.842,5.824,5.838,9.102,12.994,8.322,1.444,2.139,6.133,10.782,-0.213,6.549,7.969,6.958,8.333,7.156,-4.723,6.388,5.271,0.534,4.404,9.077,10.863,-0.412,2.186,1.481,14.853,0.349,7.013,10.629,9.503,8.56,10.902,1.131,7.052,8.538,-1.203,6.718,13.673,-3.044,0.063,5.601,6.882,2.188,8.159,9.252,4.8,1.109,4.519,4.068,2.276,8.058,11.512,2.658,3.378,0.604,10.417,8.204,9.943,7.077,13.376,15.038,10.326,2.897,8.021,2.845,3.121,9.363,0.748,9.835,3.227,2.203,-0.556,13.141,-0.759,8.584,3.894,1.838,5.761,9.849,0.976,10.463,12.498,1.528,3.05,6.192,6.718,4.643,5.112,3.691,3.108,6.711,1.239,3.62,9.967,0.032,9.727,8.429,6.282,7.036,1.59,3.823,6.242,2.09,9.066,10.945,2.721,11.842,4.391,3.046,6.164,7.542,5.527,9.339,-0.32,2.353,4.751,8.18,2.087,1.832,12.191,1.274,2.438,8.522,1.224,-3.428,2.168,7.899,3.151,3.587,0.218,3.243,10.385,6.865,1.981,1.998,2.582,-2.291,0.656,1.721,-3.009,7.001,10.856,3.485,0.775,5.189,7.78,1.052,12.784,12.425,-0.578,6.853,6.082,5.556,3.521,10.853,-0.936,4.435,1.893,9.192,1.651,-1.498,4.481,1.32,2.411,0.542,0.512,2.111,2.134,4.118,4.907,0.483,6.895,4.795,2.648,-1.168,-4.283,-0.047,0.009,1.577,3.41,3.24,1.573,3.973,2.443,5.333,3.634,1.628,1.874,2.628,2.223,2.784,4.261,2.296,5.461,-2.308,4.591,2.338,2.549,-0.106,-5.325,3.752,4.943,0.306,0.028,2.108,-0.606,0.779,9.644,9.354,2.782,2.045,3.052,4.01,4.332,2.139,-1.535,3.178,2.986,0.266,1.719,1.229,-3.39,2.049,-2.077,2.564,2.017,2.618,0.369,-1.018,3.589,0.228,-1.179,1.49,2.432,2.121,-1.364,1.816,1.107,1.164,1.358,-0.498,1.262,1.186,0.416,-1.083,4.147,1.222,-0.926,-0.13,-0.769,1.603,0.934,1.074,1.423,3.562,2.096,0.68,-0.845,5.847,3.603,1.261,2.309,3.96,3.438,-0.01,0.073,0.292,0.593,-0.913,4.432,-1.875,2.757,1.201,4.563,2.167,2.343,3.924,3.157,0.433,5.395,-1.759,0.531,-0.005,0.411,1.062,1.701,1.75,1.666,-2.207,-3.934,3.835,-0.15,0.612,2.851,1.626,3.04,1.528,5.309,0.74,3.369,-0.481,0.377,0.214,-1.753,5.456,1.198,2.527,4.704,-1.244,0.217,2.719,4.508,1.281,2.221,3.637,3.388,0.613,1.117,4.687,2.367,2.66,0.572,1.258,3.553,-1.641,-0.539,-0.257,-2.715,4.411,-0.106,1.066,1.629,1.727,0.728,2.998,2.817,3.804,-0.286,3.349,2.365,2.572,-0.385,0.072,4.234,1.729,0.375,6.998,0.722,5.035,2.499,4.883,-0.107,3.595,-2.167,4.723,0.392,0.849,1.914,-4.153,0.292,3.056,2.944,0.553,5.52,2.555,5.503,0.697,3.273,3.392,1.525,7.692,-0.835,5.824,4.225,-0.88,2.778,-0.113,1.391,-3.016,-0.223,0.399,-0.029,2.016,-2.094,1.652,1.658,-1.319,0.792,5.72,3.851,2.987,2.449,2.961,1.994,-2.331,8.302,20.916,7.77,9.42,9.647,15.427,12.914],"base_top":[[248058,20.916],[40,20.075],[1206,19.279],[760,18.657],[3270,18.486],[1919,18.322],[12189,17.581],[2064,17.522],[27775,17.357],[2665,17.254]]},"positions":{"tokens":[248058,198,27,1628,28,8040,62,16,15,21,17,21,29,198,27,15704,16874,62,16,62,20,18,29,198,49931,10208,62,19,16,23,198,510,15704,29,198,27,15704,16874,62,17,62,23,15,29,198,20,18,198,510,15704,29,198,27,15704,16874,62,18,62,23,22,29,198,21,19,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fx","_","1","0","6","2","6",">","\n","<","parameter","=p","_","1","_","5","3",">","\n","spr","uce","_","4","1","8","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","8","0",">","\n","5","3","\n","</","parameter",">","\n","<","parameter","=p","_","3","_","8","7",">","\n","6","4","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.2338,-1.0069,-1.0205,-0.3894,-1.9344,0.7227,-0.414,0.0384,0.1647,-0.9298,-0.1219],[-3.8169,0.5698,7.2642,13.9093,-1.3033,-1.1274,1.4735,-0.6849,0.0958,-0.5404,-0.3816],[-4.769,-1.5985,11.5647,18.3872,-0.9587,-0.7504,-0.2464,-0.206,0.2007,-0.9149,-0.271],[-2.6249,-1.8751,10.7167,16.806,-1.6498,-0.529,1.0779,-0.6478,0.1495,-0.7828,-0.0667],[-2.4373,-2.2207,10.3281,16.4557,-1.7067,-0.8553,-1.4234,-0.6522,0.3434,-1.1864,0.6414],[-2.338,-1.8506,13.897,17.1586,-0.5595,-1.0474,-0.9257,-0.9058,0.4997,-1.5121,-0.1129],[-3.1479,-1.2924,11.8734,21.271,-1.6441,0.0048,-0.6488,-1.1904,0.3039,-1.5355,0.0676],[-1.3599,-2.3716,16.0763,20.2229,-1.1686,-0.5721,-1.5119,-0.4269,0.3365,-1.4662,-0.5436],[-2.8273,-0.9385,13.653,20.7814,-1.5138,-1.2189,-2.4937,-1.1023,-0.0739,-1.2866,-0.339],[-2.938,-2.3579,13.8432,21.1754,-0.9206,-3.2028,0.37,-1.2097,0.1319,-1.2076,-0.45],[-3.7041,-1.1367,11.652,19.3901,-0.7073,-1.9637,-0.8314,-1.1174,0.005,-0.9239,-0.4467],[-3.5493,-2.2819,11.3006,21.078,-0.3842,-2.5944,0.2084,-1.6378,0.1003,-1.1794,-0.3221],[-4.6451,-1.9114,9.9423,22.7809,-1.242,-2.1436,0.6842,-0.8041,0.0853,-1.2756,-0.1111],[-5.0252,-0.6581,10.1951,21.5505,-1.3048,-1.9835,1.0377,-0.1404,0.1139,-1.1361,-0.3056],[-4.6555,-0.5023,10.6617,17.4546,-1.3819,-1.5648,-0.2773,-0.1486,-0.2904,-1.0437,-0.365],[-1.5211,-1.2681,10.2702,17.8791,-2.0398,-1.3669,2.7677,-0.2758,-0.1856,-1.0553,-0.4951],[-1.9107,-1.8924,10.1587,20.6353,-2.4098,-1.3437,-1.5861,-0.6167,-0.0538,-1.1446,0.1774],[-3.0537,-1.0773,10.5704,21.815,-2.5848,-1.2899,0.1505,-0.8712,0.1209,-1.441,-0.0754],[-2.1818,-2.0553,14.8487,22.2199,-2.1671,-1.2149,-1.0255,-0.2319,0.1802,-1.6113,-0.556],[-3.1189,-2.0081,11.2108,22.4676,-2.5265,-1.7577,-0.0684,-1.2157,0.117,-2.079,-0.0976],[-1.9266,-2.7385,15.1861,21.0498,-2.0574,-1.941,-1.7934,-0.6667,0.0823,-1.6866,-0.6291],[-3.4555,-1.8908,11.3524,21.8128,-0.5572,-2.895,1.1517,-1.0333,-0.057,-1.6645,-0.2541],[-4.0472,-1.727,12.6264,21.6716,-1.2266,-2.0934,0.1479,-0.3839,0.0488,-1.7791,0.0382],[-3.1168,-1.6736,16.1388,20.0218,-2.9676,-1.0229,1.403,0.0562,0.4343,-1.5103,-0.2705],[-0.5749,-1.1499,19.947,15.8111,-0.8054,-1.0413,-2.501,-0.1594,0.2845,-1.6236,-0.1963],[-2.9372,-1.2682,13.5122,19.381,-0.8657,-0.0311,0.159,-0.9482,-0.0449,-1.2329,0.0825],[-3.0716,-0.8149,12.989,22.0613,-1.3631,0.3794,-0.264,-1.2183,0.2604,-1.7644,0.1186],[-1.635,-2.3107,17.2824,20.2448,-1.201,0.216,-1.8317,-0.7382,0.241,-1.8699,-0.4615],[-3.2138,-1.94,13.7987,21.229,-0.4525,-1.1472,-0.6947,-1.3531,-0.0654,-1.8928,-0.3078],[-2.6539,-1.9816,12.3643,20.9207,-0.2551,-0.6986,0.3862,-1.1499,-0.0706,-1.7525,-0.2591],[-3.2551,-0.6463,11.457,21.2698,-0.658,-1.2861,0.5361,-0.5253,0.1805,-1.5681,-0.146],[-4.1423,-1.2282,11.8014,18.7831,-1.2732,-0.9987,0.2997,-0.5958,0.1402,-1.3847,-0.6478],[-2.8239,0.1124,10.7563,15.8945,-2.1356,-0.9201,0.395,-0.3749,-0.033,-0.6483,-0.5359],[-5.2546,-0.0075,9.0394,21.8874,-1.1481,-2.5306,0.8939,-1.1418,0.2041,-1.3524,-0.2313],[-3.067,-1.2754,11.7111,21.5359,-1.8931,0.6282,1.4173,0.1325,0.3258,-1.3879,-0.1294],[-5.0717,-0.4,10.9283,18.7175,-1.6513,-0.818,-0.1897,-0.2422,-0.2565,-1.022,-0.2946],[-1.7754,-1.3031,10.648,19.0883,-2.7277,-0.8768,2.6551,-0.7156,-0.0678,-0.9721,-0.4008],[-2.4714,-1.8461,9.401,20.6869,-3.0396,-0.8728,-1.0037,-0.7953,0.0189,-1.1913,0.1073],[-3.6667,-1.1376,9.9107,20.6989,-2.6723,-0.8683,0.3022,-1.2029,0.2974,-1.3464,-0.0285],[-3.4341,-2.5236,14.1273,21.0185,-2.6749,-0.7515,-0.4682,-0.5098,0.303,-1.4641,-0.4883],[-3.9942,-2.101,9.9311,21.7314,-1.6918,-0.6763,0.3378,-1.208,0.0387,-1.9852,0.0071],[-2.3533,-3.1493,14.4218,20.5268,-1.77,-0.7588,-0.8961,-0.4554,-0.0206,-1.7395,-0.7114],[-3.2756,-1.031,11.8812,22.2782,-1.5564,-1.5884,-0.6713,-1.1605,-0.0181,-1.1644,-0.4564],[-4.0333,-0.6277,10.7657,21.3651,-1.7657,-2.6236,2.2753,-0.8111,0.0965,-1.1263,-0.2467],[-3.3679,-0.6816,13.6059,20.9958,-3.3779,-1.3567,2.091,-0.3483,0.2805,-0.967,-0.5671],[-2.3961,-1.2699,17.6766,18.3028,-2.0857,-0.9908,-1.5218,-0.2156,0.1575,-1.0985,-0.3098],[-3.8756,-1.256,12.524,20.9976,-0.1485,-2.6313,0.6342,-0.6201,0.1555,-1.3617,-0.4343],[-4.1361,-1.0208,11.656,21.7419,-1.8443,-1.5776,1.1181,-0.3282,0.1173,-1.1714,-0.3642],[-5.1482,-1.0825,12.6202,19.1444,-2.2358,-1.1832,1.0576,-0.5581,0.2972,-1.1525,-0.7169],[-3.2778,-0.3151,11.6501,17.9865,-2.1579,-0.9998,1.318,-0.7403,0.129,-0.9112,-0.7756],[-5.8942,-0.2177,9.5172,22.2896,-1.1651,-3.3455,0.8312,-1.0158,0.1844,-1.281,-0.3847],[-3.9511,-0.5281,11.3029,21.0562,-1.8795,-1.0296,2.4883,-0.2593,0.1564,-1.1271,-0.0962],[-5.4182,-0.9132,11.15,18.9716,-1.6187,-0.7089,-0.2149,-0.4053,-0.2051,-0.9292,-0.4325],[-1.9722,-1.0172,10.9841,19.5235,-2.9306,-0.6172,2.2723,-0.7186,-0.0802,-0.7489,-0.5631],[-3.1438,-1.845,8.8946,21.1311,-2.7069,-1.2201,-0.4027,-0.666,-0.0711,-1.0552,-0.0183],[-4.2058,-1.6608,9.8509,20.8692,-2.43,-1.3885,-0.0432,-1.0167,0.2686,-1.4614,-0.083],[-3.6895,-2.9502,13.7613,20.8679,-2.3489,-1.6415,-1.0395,-0.4884,0.1304,-1.5183,-0.448],[-3.3363,-2.4319,10.357,21.3272,-1.2416,-0.3745,0.1646,-1.3876,0.1023,-1.9087,-0.0037],[-2.8148,-3.6045,14.1447,20.3805,-1.7166,-0.9935,-1.7558,-0.6557,-0.1496,-1.5327,-0.5611],[-3.57,-1.9088,11.9601,21.4058,-0.4998,-2.0581,-0.7803,-1.009,-0.0412,-1.1885,-0.5439],[-4.5249,-0.766,12.044,22.4334,-2.1044,-2.725,1.0322,-0.7956,0.0574,-1.0934,-0.2105],[-3.2635,-0.9462,13.1297,20.5884,-3.1114,-2.16,2.1543,-0.4669,0.2619,-0.9097,-0.4769],[-2.3949,-1.1871,17.5895,18.9142,-1.9829,-1.4749,-1.3641,-0.3055,0.0636,-0.9542,-0.2562],[-2.6639,-1.6983,12.9652,21.0327,-0.4071,-1.2429,-1.6345,-0.6432,0.2104,-1.2896,-0.3597],[-4.0395,-0.9345,11.3847,22.4222,-0.7249,-1.8539,0.692,-0.3694,0.0327,-1.4169,-0.2018],[-3.7066,-2.1881,12.7661,20.0528,-1.9063,-0.9039,0.7398,-0.4301,0.0699,-1.278,-0.5495],[-2.6845,0.1003,11.6899,17.317,-2.1896,-0.893,1.0954,-0.7727,0.0026,-0.6208,-0.5809],[-4.0149,-0.1512,9.0207,21.3174,-1.422,-2.0768,1.0189,-0.8873,0.1945,-1.1622,-0.1835],[-3.091,-0.8258,9.4392,21.2925,-0.9196,-0.621,2.8372,-0.1068,-0.0076,-1.3443,-0.1996],[-3.1407,0.1686,9.881,16.7546,-1.4291,-0.0381,0.0444,-0.5748,-0.1349,-1.2313,-0.3255],[-1.2122,-0.8624,10.5797,18.3709,-3.0518,-0.8168,2.3722,-0.3569,-0.083,-0.6795,-0.4883],[-2.001,-1.6577,9.6729,20.5034,-2.3606,-1.4697,-1.6197,-0.6331,-0.1314,-1.0646,0.0339],[-2.4005,-0.1574,10.6205,20.1758,-1.7413,-3.1237,-0.7571,-0.716,0.0526,-1.4078,-0.0753],[-3.8688,-1.655,11.3601,22.0728,-0.9431,-2.2622,0.1007,-0.9036,-0.1088,-1.6593,-0.0239],[-2.4017,-0.9938,12.4849,19.6905,-2.4306,-1.7746,0.803,-0.2332,-0.1283,-1.3276,-0.1307],[-1.1676,-1.163,15.4327,17.2538,-0.9713,-1.9783,-1.4205,-0.6691,-0.1885,-1.4337,-0.2114],[-3.7392,-0.9502,10.545,22.5054,-1.2765,-2.0848,0.8793,-0.5269,-0.0627,-1.5114,-0.1674],[-4.3928,-1.1798,12.2587,19.1948,-1.9114,-0.4657,0.6658,-0.601,0.1744,-1.2378,-0.6558],[-2.8717,0.0555,11.7813,16.9808,-1.6876,-0.5974,1.025,-0.7028,0.1783,-0.6862,-0.6548],[-4.2495,0.0838,7.8901,18.9505,-0.6188,-2.4165,-0.1694,-0.7059,0.2975,-1.1635,-0.0752],[-3.3911,-1.2767,9.4952,21.0032,-0.8538,-1.7326,2.2868,-0.0596,0.2479,-0.8667,-0.4405],[-5.1759,0.2634,11.4992,17.8402,-0.8122,-0.5974,-0.8097,-0.408,0.0288,-1.0264,-0.204],[-3.8892,-0.0511,9.6283,15.8513,-1.5321,-0.5408,-0.393,-0.7202,0.1543,-0.8989,-0.295],[-4.8278,-0.7882,6.003,13.6424,-0.4153,-1.495,2.0115,-1.1396,0.3187,-1.0155,-0.0858],[-3.43,-2.1648,9.8141,17.903,-0.9407,-0.7792,3.2538,0.3804,0.3859,-0.804,-0.0367],[-4.2967,-0.061,9.0316,13.0586,-1.9789,-1.0935,-0.4732,-0.8264,-0.1307,-1.0854,0.0965],[-2.9845,-0.3527,9.8661,13.8247,-1.9256,-0.6063,-1.8076,-0.9736,-0.0996,-1.5572,0.0649]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_10626>\n<parameter=p_1_53>\nspruce_418\n</parameter>\n<parameter=p_2_80>\n53\n</parameter>\n<parameter=p_3_87>\n64\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":87,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_10626>\n<parameter=p_1_53>\nspruce_418\n</parameter>\n<parameter=p_2_80>\n53\n</parameter>\n<parameter=p_3_87>\n64\n</parameter>\n<algorithm>\nInert operation\n</algorithm>\n</function>\n</tool_call>","n_tokens":87,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0138","set":"practice","cohort":"no_tool","family":"set_membership","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to return members common to both sets. Do not access or change stored data.\nFirst set identifier: \"043\". Second set identifier: \"maple_935\".\nUnrelated archived note: spruce_216, reference 053. These are not inputs to this request.","tools":[{"function":{"description":"Return members in either set. Inert synthetic operation.","name":"set_union","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"left":{"description":"First set identifier","type":"string"},"right":{"description":"Second set identifier","type":"string"}},"required":["left","right"],"type":"object"}},"type":"function"},{"function":{"description":"Return members common to both sets. Inert synthetic operation.","name":"set_intersection","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"left":{"description":"First set identifier","type":"string"},"right":{"description":"Second set identifier","type":"string"}},"required":["left","right"],"type":"object"}},"type":"function"}],"prompt_tokens":610,"decision":{"rms":0.358517517719464,"sumsq":131.61862196400762,"hb":[-0.10136,-0.14151,-1.45653,-0.16149,-1.06404,0.19454,-0.53941],"lse":22.084477342180918,"logits":[16.158,14.187,16.567,13.367,13.685,14.091,10.1,10.523,11.153,12.361,11.583,15.579,13.61,10.79,14.307,12.502,9.609,11.222,10.397,10.612,19.366,11.72,11.857,14.579,13.318,12.818,13.645,11.412,13.333,10.373,9.309,14.205,16.281,9.312,13.071,11.311,9.921,11.907,10.475,10.635,13.339,9.853,9.765,13.709,7.201,7.652,4.956,13.236,8.653,15.296,5.986,6.921,9.589,9.501,9.466,6.624,10.379,11.27,12.686,7.142,8.713,17.769,3.089,6.998,8.271,12.296,15.872,13.818,0.987,19.117,11.613,8.328,9.332,-1.813,14.649,3.349,13.057,7.744,9.78,14.38,8.001,9.796,11.647,11.972,12.064,7.719,8.752,4.661,12.55,12.953,0.709,6.587,20.029,10.966,9.088,8.282,14.509,-3.463,1.217,7.97,9.333,10.26,2.129,10.859,1.896,15.42,13.315,3.331,7.976,11.517,8.713,11.438,8.825,6.713,8.337,13.736,18.27,8.351,9.377,10.721,14.586,11.929,15.744,15.825,17.925,13.471,3.356,10.624,10.135,10.512,5.746,10.181,3.747,8.926,10.52,7.995,6.697,16.792,3.594,11.344,10.526,16.392,15.043,5.917,2.79,8.763,15.765,-1.223,17.951,2.125,-2.076,11.461,8.054,9.592,7.061,10.687,9.269,10.301,9.333,11.804,10.528,5.41,11.019,-0.674,11.015,5.528,11.961,7.152,-4.587,10.15,14.681,15.027,16.372,8.05,8.207,7.044,7.466,9.397,13.023,9.123,9.898,5.86,5.684,2.239,9.019,17.996,6.596,11.851,-2.207,12.446,12.04,4.962,16.561,12.412,7.102,7.142,10.273,15.779,10.369,2.307,9.56,13.95,7.605,2.762,13.131,10.611,11.737,8.528,5.058,15.33,4.212,15.161,15.015,2.718,17.764,7.564,-3.835,2.786,5.088,3.385,11.035,10.285,9.659,4.68,0.311,6.475,7.81,4.21,1.871,6.283,10.407,-1.303,3.363,8.695,9.456,12.599,5.757,14.305,9.561,14.169,7.943,7.517,5.543,3.105,6.648,12.811,-1.094,-1.829,9.647,9.46,2.186,11.322,11.187,11.518,7.948,-2.543,10.874,12.674,10.43,14.381,10.068,10.548,5.91,3.771,3.794,9.376,3.894,10.642,6.848,16.169,-0.481,4.599,1.08,2.264,2.202,8.589,11.201,8.797,8.223,2.324,12.937,11.164,1.288,8.611,9.808,8.664,0.02,10.518,12.438,16.284,9.786,8.074,12.794,8.761,9.523,12.118,8.322,13.338,14.81,10.278,12.559,9.422,4.689,11.331,7.98,6.024,8.516,12.041,1.379,18.268,9.193,6.377,15.566,4.096,-3.034,-0.879,11.642,8.359,-1.209,-0.682,3.537,11.142,8.973,7.864,7.687,11.733,-3.551,-1.02,11.065,9.454,18.245,9.87,4.188,14.318,13.557,6.249,12.461,3.983,5.656,8.215,2.796,11.571,12.991,10.664,7.945,6.216,8.295,4.059,6.492,2.592,11.735,5.337,-1.819,2.681,9.297,13.799,8.989,12.764,11.312,8.473,4.019,6.982,1.042,3.123,14.094,10.695,12.083,6.243,3.412,2.59,14.127,11.514,1.413,9.988,12.05,4.778,8.567,12.145,9.418,16.232,2.917,-1.092,16.311,3.956,9.572,3.485,2.023,3.504,10.08,13.458,5.522,12.526,6.958,14.796,1.742,13.221,7.477,5.052,1.715,3.418,5.669,-2.842,6.675,4.787,12.082,1.229,9.759,11.821,-2.507,5.519,10.24,9.527,3.006,6.844,12.891,10.94,-2.215,10.713,9.472,11.366,7.913,13.89,3.93,7.967,7.058,9.677,3.441,1.28,16.053,0.212,14.778,9.06,1.934,4.497,3.845,5.322,6.688,9.508,12.755,15.032,10.965,8.221,7.82,5.242,2.859,5.546,12.368,1.953,12.294,1.42,9.154,1.589,12.136,-1.064,4.517,2.29,11.694,8.078,7.227,-0.358,1.675,14.262,10.874,6.803,10.316,3.283,-0.013,3.039,8.564,7.151,7.677,13.592,8.851,-0.5,3.721,2.88,2.231,10.141,7.023,2.101,9.487,7.522,13.194,1.488,7.634,13.502,-0.243,9.415,18.222,12.68,5.377,7.355,6.397,10.14,7.379,9.482,12.752,1.335,11.856,1.588,8.883,4.086,5.908,9.03,1.758,5.54,2.332,8.146,12.213,12.793,4.814,12.218,0.719,6.206,11.562,5.834,8.618,15.384,8.376,6.81,10.831,4.4,1.067,-1.174,7.043,8.456,1.35,-2.061,2.882,9.16,8.095,7.47,4.533,5.609,4.784,7.071,7.03,3.625,6.6,8.355,8.762,3.213,-0.981,10.534,0.155,6.746,13.482,11.167,5.635,3.7,3.211,7.887,-0.617,0.544,7.276,11.496,6.259,11.109,1.49,10.257,9.771,3.924,-1.313,3.664,10.671,13.307,10.111,5.746,10.696,2.771,1.322,5.366,6.35,11.973,1.866,6.245,-1.691,9.366,7.964,0.525,2.419,6.737,11.077,-0.439,3.419,0.493,8.224,3.099,9.792,1.077,12.027,9.573,-2.223,5.477,9.383,2.955,3.083,3.15,6.886,13.602,1.359,10.43,9.609,4.298,12.56,10.944,2.828,-3.025,-2.521,0.466,9.267,11.381,10.914,9.888,0.196,5.131,2.33,8.06,5.757,7.772,13.417,12.997,7.117,3.927,5.61,13.658,6.156,11.05,-1.918,4.14,3.703,3.432,3.091,4.887,8.317,12.871,9.078,-0.683,0.699,8.599,11.731,3.287,5.514,8.048,5.757,8.704,7.126,-3.408,7.207,4.644,0.911,4.487,10.093,10.408,0.093,-0.15,1.336,13.958,-0.43,6.794,10.146,7.142,8.546,11.274,2.046,5.89,8.432,0.543,5.756,14.449,-3.5,0.541,3.785,7.601,1.87,8.953,9.655,3.414,1.233,4.213,3.507,1.049,9.271,12.155,1.812,1.857,1.494,10.573,7.649,8.179,5.764,13.597,14.567,9.316,3.55,6.685,2.203,4.047,9.114,1.333,9.327,3.7,1.829,0.012,13.418,0.57,9.209,3.648,1.985,4.0,10.841,2.379,10.339,12.425,2.436,3.192,5.902,5.291,1.845,5.643,4.406,2.474,6.749,2.153,3.075,9.455,-0.534,8.024,7.604,5.565,6.179,0.63,4.609,6.519,2.102,8.893,10.441,2.264,11.52,3.526,5.869,7.414,6.801,3.77,16.252,1.762,2.102,2.603,8.345,1.049,0.368,11.634,0.062,1.723,7.278,2.264,-5.827,2.998,7.135,2.217,2.068,-0.695,2.258,10.26,7.818,2.77,-0.733,1.606,-1.591,2.988,1.471,-2.538,6.749,10.345,2.338,-1.115,6.231,6.802,1.741,9.241,12.836,-0.977,6.292,8.491,5.333,5.582,8.633,-0.898,4.426,1.561,10.254,0.412,-0.603,4.3,4.102,0.757,-0.721,0.292,2.535,2.052,4.884,6.207,0.273,6.821,4.806,2.179,0.58,-1.673,-0.049,1.33,1.991,1.556,3.032,2.085,5.716,1.423,5.305,2.47,0.534,-2.218,2.335,4.524,2.908,4.536,3.119,5.394,-1.647,4.531,1.145,1.963,0.706,-5.234,0.733,4.826,0.786,1.928,2.457,-0.825,2.955,9.15,8.516,1.623,1.301,3.08,5.301,5.584,1.997,-1.565,1.85,5.127,-0.173,3.233,3.193,-2.634,2.348,-1.138,3.168,1.178,2.388,0.967,-0.588,3.781,0.579,1.687,0.646,3.686,2.387,-0.311,0.115,-0.47,1.456,0.759,0.613,1.861,2.092,0.65,-0.079,3.766,2.041,-0.652,-0.306,0.241,0.76,1.105,0.811,2.656,4.968,2.713,-0.222,-1.777,4.811,3.982,2.405,-1.617,4.188,3.519,-0.764,0.307,0.681,-0.078,-2.063,3.646,-1.986,3.362,1.774,4.547,1.972,2.865,2.991,4.706,0.294,3.971,-3.436,1.464,0.028,0.575,3.047,3.299,0.945,1.988,-4.014,-3.245,2.639,0.175,2.12,3.558,1.402,2.839,-0.173,5.6,-0.588,3.667,1.369,1.777,0.336,-1.967,5.485,-0.401,1.75,4.174,0.074,-2.566,2.231,5.48,1.008,1.451,1.534,2.513,0.192,1.189,3.738,2.307,3.203,0.197,0.918,1.116,-1.116,-1.027,-2.135,-2.263,3.287,0.612,1.108,-1.647,1.434,-0.39,3.752,3.903,3.588,-1.329,2.035,3.328,-0.592,-0.3,-1.053,2.018,0.38,0.885,7.711,0.684,2.988,2.728,4.872,0.725,3.153,-0.67,2.966,1.23,-0.141,0.859,-4.013,-0.788,4.353,3.853,2.051,4.512,2.531,6.013,1.296,3.871,4.115,1.329,4.718,1.681,3.753,3.36,-0.982,0.996,-0.579,1.608,-1.92,-1.048,1.992,0.912,3.955,-0.365,2.389,0.689,-0.439,1.205,6.174,2.422,2.871,2.036,3.417,0.325,-4.429,8.8,21.316,7.836,10.802,10.755,16.129,13.326],"base_top":[[248058,21.316],[1206,20.029],[40,19.366],[760,19.117],[1919,18.27],[10522,18.268],[12189,18.245],[27775,18.222],[3928,17.996],[2665,17.951]]},"positions":{"tokens":[248058,198,27,1628,66473,79712,29,198,27,15704,28,2282,29,198,15,19,18,198,510,15704,29,198,27,15704,28,1246,29,198,2117,273,62,24,18,20,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=set","_intersection",">","\n","<","parameter","=","left",">","\n","0","4","3","\n","</","parameter",">","\n","<","parameter","=","right",">","\n","map","le","_","9","3","5","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.6531,-1.8885,0.9877,0.9931,-1.8989,1.1418,0.0536,0.0658,-0.0506,-0.9657,0.017],[-3.5423,-0.0026,7.545,14.8767,-1.4725,-1.6654,1.3254,-0.8757,0.02,-0.6146,-0.383],[-4.2925,-1.3013,10.8543,17.773,-1.8413,-0.3479,-0.467,-0.2617,0.0203,-0.7573,-0.2156],[-1.4837,-1.1171,10.7267,17.3322,-2.6623,0.2652,0.1536,-0.972,0.0622,-0.7051,-0.1143],[-1.6272,-1.8434,10.7019,18.2614,-2.6678,-0.2921,-1.8703,-0.6485,0.1107,-1.1838,0.3296],[-3.2644,-1.8956,10.039,17.8318,-1.3343,-1.5416,-2.597,-1.1154,0.1359,-1.1703,0.3486],[-4.245,-2.1969,9.3677,20.383,-0.6268,-1.1905,-0.3174,-0.7324,-0.193,-1.4518,0.2681],[-4.6148,0.047,10.4043,20.6409,-1.9047,-1.1014,-0.2449,-0.118,-0.1578,-1.1356,0.0712],[-3.8739,-0.4931,11.6288,16.903,-1.611,-0.8062,-0.6485,-0.3266,-0.2849,-1.2068,-0.0645],[-0.2625,-1.0091,9.3017,15.7444,-3.3944,-0.6277,2.6359,-0.318,-0.2459,-1.0671,-0.0028],[-0.9994,-0.8166,10.0304,17.6093,-3.4461,-0.661,-2.7188,-0.4807,-0.371,-1.2743,0.5668],[-0.8042,-0.8202,11.7907,16.7795,-2.4161,-0.8288,-2.0282,-1.06,-0.3369,-1.5685,0.0679],[-3.5684,-1.9181,11.2938,22.1822,-2.5452,-2.0538,0.7342,-0.7148,-0.0612,-1.4722,0.1343],[-3.3831,-1.229,14.8328,20.2184,-3.3998,-0.3001,1.5637,-0.2653,0.3448,-1.3553,-0.0744],[-1.8485,-1.3151,18.506,16.643,-2.1102,-0.1202,-1.5527,-0.2915,0.2308,-1.4462,-0.2686],[-2.8054,-2.7922,14.5099,21.8397,-0.4008,-1.422,-0.3626,-0.681,0.2158,-1.4663,-0.3022],[-4.2113,-2.3917,12.7839,21.4551,-0.5266,-2.5238,0.2716,-0.9137,0.1984,-1.9252,-0.2363],[-4.0248,-1.643,12.2332,21.465,-1.1564,-1.7536,0.7946,-0.4985,0.1764,-1.5637,-0.0162],[-4.8361,-0.7748,13.8169,19.9576,-1.9818,-0.9477,0.8876,-0.4368,0.1579,-1.3947,-0.5233],[-2.9707,-0.0065,12.53,17.9648,-2.0004,-0.6817,1.1214,-0.4194,0.045,-0.9513,-0.5426],[-5.0774,0.1318,10.969,22.6649,-1.3792,-2.4039,0.575,-0.8771,0.0913,-1.2978,-0.1587],[-3.9818,-1.3448,13.4144,20.4624,-0.9164,0.8013,2.3767,-0.2312,0.3695,-1.666,-0.026],[-4.4361,0.1155,12.4474,19.4144,-1.5906,-0.2189,-0.4158,-0.3959,-0.2404,-1.1727,-0.321],[-0.6281,-0.7148,12.3656,19.004,-2.8287,-0.4854,1.999,-0.4655,-0.0886,-1.128,-0.2368],[-1.9601,-0.6054,11.8019,19.0446,-2.8027,-0.4282,-1.299,-0.3946,-0.141,-1.4069,0.408],[-1.364,-1.31,13.2087,19.3696,-2.0752,-0.6253,-0.9926,-1.2597,-0.195,-1.476,-0.2302],[-4.2784,-1.9791,12.9966,22.0981,-2.1077,-1.903,0.8524,-0.5381,0.1414,-1.4096,0.1321],[-3.4903,-1.233,16.3584,19.3152,-3.456,-0.6148,2.5175,-0.2288,0.2867,-1.394,0.0103],[-2.1873,-1.5458,20.1579,16.6,-1.961,-0.6892,-0.044,-0.6797,0.2249,-1.6345,0.0629],[-3.2714,-1.3325,14.521,20.5697,-0.2838,-0.5517,-0.5254,-1.315,0.3057,-1.5068,0.0841],[-4.4151,-1.9132,13.2353,22.5563,-1.9119,-0.4354,1.0166,-1.1955,0.1639,-1.2526,-0.0329],[-2.8308,-2.9653,16.7209,21.3398,-1.8896,-1.4294,-0.35,-0.4225,0.0688,-1.5878,-0.5992],[-4.0658,-2.5362,13.9878,21.1175,-0.9143,-2.5035,-0.3416,-1.0433,0.2199,-1.5528,-0.5034],[-3.4382,-1.5955,13.6368,22.2175,-1.1473,-2.3625,-0.6873,-1.3472,0.3146,-1.5484,-0.4627],[-3.3896,-1.3302,11.2331,22.4652,-1.1223,-1.5063,0.7225,-0.5469,0.2035,-1.4407,-0.3015],[-3.5031,-1.2674,12.7208,19.9085,-1.3765,-0.8837,1.1548,-0.4638,0.1124,-1.3378,-0.4961],[-2.7864,-0.5319,12.7123,18.9397,-1.8526,-0.7213,1.4926,-0.5651,0.0094,-0.766,-0.6082],[-3.1193,0.2095,9.6142,20.6017,-1.2229,-2.5429,0.5279,-0.7389,0.1421,-1.0474,-0.0674],[-2.2005,-0.9206,10.2892,21.364,-0.6821,-0.8256,2.1278,-0.2909,-0.1787,-1.3372,-0.2242],[-2.2309,0.7651,10.9584,16.5566,-1.3967,-0.86,-0.3328,-0.6119,-0.1801,-1.0623,-0.2528],[-4.2781,-0.1354,10.586,17.5469,-1.7405,-0.4075,-0.0485,-0.7904,-0.0607,-1.0411,-0.3878],[-4.1629,-0.1139,5.9487,12.293,-0.4978,-1.6874,2.2818,-1.2079,0.2463,-0.8598,-0.2327],[-3.6701,-2.955,10.7404,18.0792,-0.6385,-0.5806,2.3893,0.1839,0.3062,-1.0729,-0.1162],[-4.2037,0.0157,8.9721,13.0218,-1.164,-0.9234,0.2118,-0.8326,0.0636,-1.2452,0.202],[-2.6362,0.5591,9.5431,13.3366,-1.485,-0.4961,-1.2553,-0.9627,0.0004,-1.4503,0.0586]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=set_intersection>\n<parameter=left>\n043\n</parameter>\n<parameter=right>\nmaple_935\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=set_intersection>\n<maßen>\ndetail=\"brief\"\n</parameter>\n<parameter=left>\n043\n</parameter>\n<parameter=right>\nmaple_935\n</parameter>\n</function>\n</tool_call>","n_tokens":58,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0185","set":"practice","cohort":"valid_call","family":"record_mutation","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> replace_value {\"record\": \"birch_755\", \"value\": \"022\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: replace an existing field value.\nReplacement or appended text: \"022\". Record identifier: \"birch_755\".\nUnrelated archived note: birch_446, reference 080. These are not inputs to this request.","tools":[{"function":{"description":"Append text to an existing field value. Inert synthetic operation.","name":"append_value","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"record":{"description":"Record identifier","type":"string"},"value":{"description":"Replacement or appended text","type":"string"}},"required":["record","value"],"type":"object"}},"type":"function"},{"function":{"description":"Replace an existing field value. Inert synthetic operation.","name":"replace_value","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"record":{"description":"Record identifier","type":"string"},"value":{"description":"Replacement or appended text","type":"string"}},"required":["record","value"],"type":"object"}},"type":"function"}],"prompt_tokens":593,"decision":{"rms":0.35639118169332323,"sumsq":130.06200257409364,"hb":[-0.05426,-0.08076,-1.97415,0.33757,-1.52052,0.09379,-0.64314],"lse":23.759312793519037,"logits":[15.198,13.791,12.484,11.433,11.986,9.59,8.163,7.346,9.01,10.643,8.447,16.637,11.264,11.224,11.906,10.045,7.957,9.808,10.539,8.944,19.69,8.156,9.786,12.7,12.523,10.505,11.177,8.936,11.325,8.052,8.465,14.233,13.338,8.508,11.804,9.435,7.538,11.861,7.973,10.219,11.441,8.382,6.884,12.656,3.635,6.378,0.638,11.276,6.215,13.424,5.423,9.923,10.493,7.442,8.182,5.853,8.819,12.478,10.613,8.144,9.3,13.022,3.969,6.8,11.845,12.261,6.805,13.267,4.029,17.632,12.174,7.313,7.582,0.106,5.895,3.869,8.649,2.54,7.662,9.178,8.718,11.109,7.831,7.252,9.48,4.852,10.653,4.942,9.493,13.766,0.749,3.752,14.609,10.485,3.035,6.321,11.259,-3.799,2.473,5.82,4.488,7.648,0.076,4.044,-0.129,12.864,8.691,4.987,6.566,9.669,7.188,10.646,5.355,4.234,6.539,10.265,16.098,5.473,5.185,6.495,11.087,9.262,11.564,12.585,12.098,12.07,1.739,12.549,10.095,4.918,0.931,7.731,4.063,5.149,11.708,7.141,2.362,12.583,3.66,9.308,8.789,13.442,12.816,4.442,-0.629,6.789,11.0,-0.95,15.765,1.65,-1.902,7.88,6.478,8.671,2.605,8.665,4.434,8.43,6.074,9.342,6.7,3.132,9.25,-1.695,6.392,6.325,6.248,4.119,-6.078,7.327,10.518,10.26,13.118,5.312,8.283,5.037,6.466,8.302,9.792,6.941,7.102,7.141,5.642,4.779,8.684,14.558,8.563,10.904,-1.596,9.061,8.543,2.213,9.622,13.163,4.983,3.472,9.521,10.212,6.97,1.406,6.129,14.136,7.353,1.973,10.2,5.415,8.856,6.928,4.061,10.043,2.631,10.313,14.487,1.864,7.727,6.91,-6.629,1.118,2.898,1.998,5.878,8.715,7.215,3.023,-0.993,3.613,5.374,4.652,1.115,2.539,8.898,-2.545,3.009,13.953,8.108,12.861,1.767,10.504,5.169,7.159,7.982,3.959,1.425,3.645,4.415,11.548,0.166,-5.443,5.858,10.488,0.306,11.354,8.492,6.063,4.896,-2.248,11.731,12.431,6.096,10.09,7.683,9.625,5.316,1.536,14.411,3.331,1.739,9.231,2.751,12.66,0.178,2.078,2.011,-1.456,2.942,6.336,6.111,4.852,8.46,0.388,8.615,7.702,0.174,5.142,3.486,8.715,-1.621,6.454,10.288,10.603,9.378,3.809,10.1,5.079,8.146,10.344,6.372,11.786,12.212,9.321,9.678,5.241,5.453,7.949,6.752,3.227,2.261,11.393,3.274,8.743,4.959,2.002,11.886,5.996,-2.068,-4.802,7.118,5.527,-4.177,1.218,4.715,8.632,9.046,6.894,8.584,10.792,-1.618,-2.135,6.548,8.697,14.234,9.014,1.454,9.346,13.427,5.747,8.82,2.722,3.53,5.314,-1.325,11.58,12.736,12.669,9.552,1.493,6.68,5.518,5.361,1.676,10.04,4.545,-2.482,6.654,11.126,11.231,5.672,10.743,8.575,8.427,1.772,5.761,0.345,-0.255,10.774,7.962,11.894,3.346,2.184,2.723,11.695,9.887,1.465,5.882,8.951,4.832,3.367,9.394,7.018,12.66,5.863,-1.72,13.757,2.6,8.971,3.115,1.918,2.814,9.415,11.589,2.642,11.443,3.247,10.514,-1.121,10.202,5.635,1.816,0.416,-0.587,1.964,-1.611,4.157,-0.125,10.544,2.947,9.62,11.579,-3.583,3.422,8.758,6.759,-0.564,5.716,9.313,8.427,-2.057,10.616,8.094,8.209,7.574,10.148,2.632,7.504,5.434,7.982,4.651,0.649,11.694,-0.702,11.532,9.412,3.768,3.591,4.066,2.693,15.322,4.632,11.86,10.941,7.667,8.18,10.889,4.117,1.694,5.959,8.982,-0.317,11.607,1.2,6.088,-1.749,9.965,-3.014,4.403,2.396,8.085,6.37,2.824,-1.351,1.281,8.383,8.04,5.275,8.802,1.373,0.156,0.886,5.985,5.012,5.378,12.119,5.28,1.336,1.825,2.581,-0.757,6.581,3.213,2.127,8.645,5.835,8.199,-0.897,4.701,9.626,-1.275,4.463,15.69,7.676,3.129,5.293,4.433,8.353,3.4,5.107,10.038,-2.093,8.664,3.956,4.927,1.095,1.886,4.332,-0.698,4.211,0.99,3.258,11.077,11.734,3.688,9.508,-1.219,3.864,6.752,4.294,6.7,11.727,2.892,5.989,7.675,0.925,2.224,-0.952,5.709,3.539,0.992,-1.946,-0.86,5.014,5.614,5.059,3.307,5.066,3.11,5.504,5.238,4.453,2.313,2.992,3.62,-1.333,2.055,12.324,2.313,3.956,9.406,6.393,4.394,5.145,2.638,4.165,-0.867,0.121,7.884,8.939,5.617,9.21,1.751,6.861,7.236,2.838,-0.167,2.265,6.91,9.231,5.693,1.855,8.17,3.549,0.115,5.805,3.17,8.271,1.3,5.549,-3.306,4.068,6.261,2.705,2.381,6.887,8.573,0.12,1.189,1.867,6.455,1.75,12.538,-1.974,9.801,7.988,-2.764,6.206,9.482,-1.489,2.532,4.269,3.409,12.347,1.221,6.353,6.834,2.461,9.898,9.253,0.596,-2.201,-2.739,0.53,7.128,10.178,7.051,5.087,-0.904,6.023,3.037,6.833,2.325,6.511,9.807,6.64,4.553,1.113,1.815,9.849,3.419,7.463,-2.178,5.748,6.236,0.612,1.406,1.177,6.877,11.476,4.556,-0.811,0.899,4.048,8.338,0.052,3.632,5.499,4.262,7.525,4.894,-3.376,2.712,2.005,0.86,1.939,8.634,6.634,-2.326,0.904,-2.767,10.803,-1.739,1.89,6.967,4.639,8.834,10.096,1.737,6.634,6.629,-2.086,5.407,10.451,-5.683,0.223,1.241,4.167,1.16,5.098,6.171,7.94,-0.741,3.36,2.45,1.496,7.876,10.635,1.56,0.248,-1.35,9.085,3.535,8.439,6.793,4.268,10.224,5.606,2.859,4.68,1.736,1.335,5.743,-0.026,4.249,1.56,-2.118,-0.381,12.28,-2.309,5.869,0.397,-0.287,4.956,7.07,0.57,6.617,12.192,1.553,0.376,2.947,5.667,3.262,2.367,2.782,-0.358,4.863,1.454,2.459,8.684,-0.207,14.505,7.318,4.256,3.052,-0.587,3.492,4.574,-0.261,7.717,6.991,-0.074,11.965,0.506,3.565,2.106,5.502,3.37,8.055,3.165,1.074,2.199,6.483,0.658,-2.456,9.794,-2.433,0.518,6.744,1.586,-3.421,1.289,7.405,-1.312,2.699,-1.34,1.913,8.536,6.297,5.181,-0.151,1.62,1.176,4.543,-2.017,-2.848,7.633,6.489,1.112,-1.422,1.257,6.877,2.031,5.052,10.419,-2.784,4.54,4.941,4.988,4.302,8.275,-2.442,1.001,0.903,6.846,-3.257,-0.818,6.238,2.044,-1.01,-0.627,-1.44,2.892,0.884,2.656,4.703,-1.964,6.579,4.394,0.832,-2.291,-3.968,-4.556,0.615,2.112,0.839,3.944,-0.713,6.17,-0.076,4.878,2.017,-0.368,0.837,-1.704,2.589,2.705,4.016,1.879,3.366,-1.86,3.946,0.441,3.432,0.566,-1.365,2.456,0.733,-0.702,-0.056,1.801,0.373,1.62,13.573,10.022,0.447,2.248,1.329,2.079,3.692,-0.409,-0.64,2.974,1.809,-1.301,0.43,-1.067,-4.37,5.652,-1.092,2.296,-1.569,2.157,-3.286,-1.657,4.436,-0.866,-1.385,1.677,0.518,1.447,-0.583,-1.189,-2.589,2.216,0.441,-1.047,0.817,-0.604,0.891,1.122,1.703,0.065,0.193,-3.001,-1.457,1.285,1.576,2.719,4.136,5.115,1.521,-3.155,-3.126,3.729,2.642,0.059,0.919,2.554,2.019,-0.256,-2.515,0.933,-1.954,-0.472,3.567,-1.358,1.311,1.693,6.328,2.627,1.868,1.495,4.135,-1.655,3.856,-1.739,0.108,1.603,0.158,3.489,2.716,-0.349,2.204,-4.599,-2.139,3.564,0.3,-0.49,0.668,0.431,3.671,-2.025,4.886,-0.942,3.345,1.439,0.694,-0.478,-2.039,4.385,1.683,-0.286,1.883,-3.596,0.425,2.468,5.011,-0.253,2.165,-0.257,2.372,0.369,-1.739,3.558,5.912,1.608,0.81,-0.54,2.559,-4.02,-2.153,-1.925,-3.553,1.629,-3.132,0.347,-1.178,-1.042,-1.916,0.089,3.465,2.499,-0.801,1.367,0.329,-0.945,-1.067,-0.087,3.742,1.002,0.79,5.899,0.418,2.12,3.317,4.111,0.249,4.392,-1.59,1.063,0.37,-1.064,-0.631,-2.376,-1.296,1.71,3.754,-0.134,3.484,2.275,0.839,-0.064,3.19,1.003,1.495,4.546,0.754,2.395,3.217,-2.524,-1.551,-0.094,-0.178,-1.281,-2.101,1.39,-1.994,1.379,-4.493,1.347,2.444,-1.695,-1.114,2.055,3.696,-1.469,3.65,4.197,1.712,-4.051,10.948,23.734,11.018,11.79,11.112,16.089,13.505],"base_top":[[248058,23.734],[40,19.69],[760,17.632],[27,16.637],[1919,16.098],[248068,16.089],[2665,15.765],[27775,15.69],[22386,15.322],[1,15.198]]},"positions":{"tokens":[248058,198,27,1628,28,7899,3042,29,198,27,15704,28,8286,29,198,42404,329,62,22,20,20,198,510,15704,29,198,27,15704,44984,29,198,15,17,17,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","replace","_value",">","\n","<","parameter","=","record",">","\n","bir","ch","_","7","5","5","\n","</","parameter",">","\n","<","parameter","=value",">","\n","0","2","2","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.3158,-0.2049,1.4298,0.6286,-2.6694,1.0861,0.4541,0.2488,0.0442,-0.6245,0.0464],[-3.9213,0.3412,8.1989,15.4404,-1.4811,-2.1103,1.6658,-0.7188,0.142,-0.521,-0.3965],[-4.5599,-0.9299,11.1012,18.5809,-2.2201,-0.6138,0.5325,-0.2725,0.0684,-0.7267,-0.2435],[-1.9969,-0.3534,10.2935,17.3341,-3.5386,-0.7433,1.2268,-0.8612,-0.1314,-0.5601,-0.1856],[-2.1888,-0.8941,10.4764,18.4231,-3.4937,-0.3292,-0.7205,-0.3857,-0.1564,-1.0312,0.3393],[-1.6153,-1.2872,13.119,16.0316,-2.1817,-0.5169,-0.0808,-0.8501,0.0564,-1.0675,0.0351],[-3.2175,-2.4665,10.046,20.8744,-1.8205,-0.4179,-0.7179,-0.6677,-0.1336,-1.2909,0.1365],[-5.6636,-1.3819,10.8237,22.8456,-1.3724,-0.8935,1.2683,-0.6725,-0.2299,-1.1868,0.1843],[-5.4138,-0.6932,10.9718,22.2914,-2.6464,-1.247,1.9141,-0.0667,-0.1853,-0.7677,-0.2744],[-4.4246,-0.5679,11.8535,18.3597,-1.8967,-1.1353,0.7416,-0.2946,-0.2461,-1.0878,-0.2965],[-0.9931,-0.4966,9.9173,16.3311,-3.094,-0.4634,3.9841,-0.5722,-0.3003,-0.8301,-0.222],[-1.763,-0.6356,9.849,18.3197,-3.3804,-1.1842,-0.2053,-0.4351,-0.3875,-1.0144,0.3411],[-1.7207,-1.1895,12.7255,16.7833,-2.4972,-1.4494,-0.017,-1.0187,-0.3491,-1.216,-0.2111],[-3.9974,-2.5504,11.7922,23.0517,-2.7224,-2.1953,0.1212,-0.639,-0.2295,-1.5173,0.0561],[-4.0822,-1.3089,17.161,18.967,-4.0393,-1.2575,0.1032,-0.0152,0.0707,-1.2403,-0.0603],[-1.4343,-1.3351,20.7175,15.8276,-1.9997,-1.5879,-2.3666,-0.2494,-0.0308,-1.3713,-0.0932],[-3.7944,-1.3022,13.1189,20.1765,-1.6855,0.255,1.7259,-0.7127,0.0731,-1.4144,0.4241],[-3.3967,-0.2949,12.8568,21.5443,-1.6618,0.7552,0.869,-1.2758,0.1337,-1.8273,0.0039],[-1.8791,-1.4486,17.1253,20.4066,-1.24,0.4423,-1.593,-0.7721,0.1052,-1.6959,-0.4826],[-2.8868,-1.5926,14.5627,21.6311,-1.3064,-2.2577,-2.4626,-1.4553,0.0341,-1.714,-0.4617],[-3.0333,-1.1535,13.7556,22.0659,-0.7715,-2.7464,-0.4985,-1.3315,0.1879,-1.543,-0.2663],[-3.5238,-0.4054,11.3104,21.533,-1.2589,-1.6427,1.4812,-0.3504,0.093,-1.3908,-0.2146],[-4.3559,-1.0849,12.9427,20.0869,-2.3823,-1.0205,1.2701,-0.2425,0.0168,-1.3272,-0.5002],[-2.8584,0.4714,11.3017,16.5236,-2.2749,-0.6662,1.142,-0.3071,-0.0489,-0.6231,-0.543],[-4.7692,-0.2477,10.3123,22.865,-1.6011,-2.7665,1.4154,-0.8591,0.0345,-1.2279,-0.224],[-2.7864,-0.7995,11.2103,21.661,-2.2926,-0.1323,3.0063,-0.0676,0.1566,-1.446,-0.1601],[-5.0658,-0.4393,10.7949,18.8806,-2.0438,-1.1269,0.5596,-0.1546,-0.2469,-0.9844,-0.3435],[-1.072,-1.3109,11.2507,18.5375,-3.4218,-1.0458,1.9303,-0.3239,-0.3287,-0.8866,-0.1119],[-2.0894,-1.0273,10.7344,19.8847,-3.7171,-1.7158,-0.2519,-0.3936,-0.3044,-1.2482,0.4352],[-3.8334,-1.6111,11.4618,21.5598,-2.0889,-1.1456,1.1031,-0.9373,-0.1281,-1.3746,0.047],[-3.0667,-1.1381,14.142,19.5943,-2.747,-0.8954,1.8582,-0.3664,0.1914,-1.069,-0.4157],[-1.6769,-1.065,16.9588,15.4894,-1.8319,-0.8358,-1.0533,0.0183,0.0567,-0.9693,-0.4817],[-3.3667,-1.6915,14.4355,21.0136,-0.2302,-1.5466,0.5172,-1.0116,0.3014,-1.2768,-0.4896],[-4.0003,-2.063,13.2387,20.6551,-0.2942,-1.1584,-0.0326,-1.1947,0.3073,-1.7699,-0.4538],[-3.4287,-1.7635,11.3447,19.6624,-1.2143,-1.8939,0.7493,-0.2471,0.0259,-1.3106,-0.127],[-3.7759,-1.2309,11.6843,17.6729,-1.546,-0.8961,1.0729,-0.3465,-0.0017,-1.2513,-0.4043],[-3.9314,-0.0701,11.2496,18.7944,-1.8377,-0.6379,1.9198,-0.4008,0.0594,-0.6338,-0.517],[-3.9136,0.0855,9.2966,20.8506,-0.9287,-2.0875,0.8682,-0.9001,0.1402,-1.0673,-0.0542],[-3.0376,-1.3287,9.4898,20.6858,-1.2288,-0.0407,2.7369,-0.0939,0.1465,-1.1015,-0.2325],[-3.1433,0.4648,9.4612,16.3256,-0.9996,-0.27,0.2443,-0.615,-0.212,-1.0349,-0.1172],[-3.8531,0.2499,10.7901,17.9241,-1.8808,-0.226,-0.5116,-0.945,0.0943,-1.0678,-0.2595],[-3.7473,0.3453,5.5942,12.688,-0.657,-1.6246,1.7906,-1.2312,0.3169,-0.8601,-0.2236],[-3.1701,-1.7586,10.5376,16.9761,-1.1324,-0.7834,2.5619,0.0775,0.3361,-1.3947,-0.2893],[-4.3596,-0.3597,8.531,12.9163,-1.6289,-0.7282,0.2857,-0.8618,-0.0797,-1.1009,0.091],[-3.1841,0.2812,8.8777,12.6616,-1.6984,-0.0668,-1.7458,-1.0831,-0.0531,-1.4185,0.1118]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=replace_value>\n<parameter=record>\nbirch_755\n</parameter>\n<parameter=value>\n022\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=replace_value>\n<parameter=record>\nbirch_755\n</parameter>\n<parameter=value>\n022\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=replace_value>\n<parameter=record>\nbirch_755\n</parameter>\n<parameter=value>\n022\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=replace_value>\n<parameter=record>\nbirch_755\n</parameter>\n<parameter=value>\n022\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=replace_value>\n<maßen=record>\nbirch_755\n</maßen>\n<parameter=value>\n022\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0106","set":"practice","cohort":"no_tool","family":"queue_end","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to put a value at the front of a queue. Do not access or change stored data.\nValue to insert: \"maple_910\". Queue identifier: \"spruce_914\".\nUnrelated archived note: spruce_686, reference 051. These are not inputs to this request.","tools":[{"function":{"description":"Put a value at the back of a queue. Inert synthetic operation.","name":"enqueue","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"queue":{"description":"Queue identifier","type":"string"},"value":{"description":"Value to insert","type":"string"}},"required":["queue","value"],"type":"object"}},"type":"function"},{"function":{"description":"Put a value at the front of a queue. Inert synthetic operation.","name":"prepend_queue","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"queue":{"description":"Queue identifier","type":"string"},"value":{"description":"Value to insert","type":"string"}},"required":["queue","value"],"type":"object"}},"type":"function"}],"prompt_tokens":619,"decision":{"rms":0.3833038701481702,"sumsq":150.4469574354589,"hb":[-0.08969,-0.08322,-1.61889,0.02299,-1.17277,0.34074,-0.56566],"lse":21.9302898042997,"logits":[14.937,14.46,12.641,13.585,12.99,10.909,9.043,11.004,10.256,12.593,10.185,15.717,14.215,10.429,13.402,12.446,11.248,11.162,10.182,11.092,19.825,9.741,11.706,14.667,11.999,15.348,11.652,10.439,12.169,11.169,8.886,14.32,15.709,10.491,11.326,11.382,10.052,11.866,7.574,10.065,12.717,9.439,9.154,12.81,7.482,7.349,4.582,12.456,6.989,15.034,5.411,8.01,9.989,8.348,9.515,7.261,12.892,12.061,11.286,6.348,16.208,16.75,3.282,6.263,8.946,12.437,7.031,10.92,1.997,18.036,9.119,8.976,9.836,-0.175,13.288,2.92,10.576,5.431,11.835,13.551,9.428,10.846,10.767,11.089,12.226,7.501,7.425,4.609,11.564,13.767,0.799,5.55,19.667,10.384,5.945,8.848,13.449,-4.178,1.557,6.718,9.617,9.788,0.421,7.77,2.81,15.082,14.16,3.646,7.854,14.515,5.746,10.652,8.52,6.221,9.584,13.16,17.698,8.113,8.71,11.605,13.832,15.557,15.462,15.95,16.867,13.393,1.295,11.344,11.874,8.468,3.545,10.343,3.578,8.5,9.835,6.52,5.179,14.606,4.432,9.668,7.826,15.966,14.764,6.375,1.753,8.148,14.714,0.458,17.768,2.527,-2.177,10.376,7.524,8.51,6.547,10.671,8.177,9.148,11.002,8.659,10.086,3.921,10.203,-0.512,10.797,5.666,8.338,6.596,-5.421,9.353,13.41,13.998,15.441,8.462,7.217,7.067,8.179,7.194,12.652,7.505,7.387,7.276,7.042,4.759,9.136,16.545,7.993,12.387,-0.324,12.107,12.006,6.832,15.761,11.424,4.915,6.984,12.445,14.722,9.537,3.39,8.955,14.283,6.204,3.163,12.7,8.803,11.658,7.639,4.942,12.318,3.118,15.172,15.749,1.375,8.47,6.389,-4.253,2.528,4.172,4.395,10.613,6.084,9.589,4.155,1.441,7.735,6.635,5.702,2.892,5.718,10.209,-1.517,2.222,8.332,8.467,9.448,5.297,14.284,8.664,10.96,7.037,4.867,5.587,4.127,6.315,11.567,-1.874,-3.294,9.908,11.174,1.306,10.436,9.598,10.256,6.581,-2.337,12.867,12.572,9.007,13.2,9.371,11.91,5.047,1.642,7.019,7.328,5.3,11.177,7.619,16.023,0.764,3.947,0.883,1.886,3.474,9.929,9.085,7.672,9.134,2.083,12.331,10.141,0.773,9.062,8.843,8.636,-0.89,8.529,12.315,12.899,9.799,6.484,12.278,8.714,10.268,7.849,8.51,12.57,14.107,11.272,14.23,7.606,4.18,11.041,7.343,6.123,6.687,11.952,0.522,10.019,8.575,7.672,15.401,4.917,-1.449,-2.225,10.028,8.175,-4.695,-0.068,4.576,9.598,8.227,7.873,9.117,11.99,-3.111,-2.149,9.06,9.746,16.852,9.588,5.29,12.155,12.678,5.22,10.442,3.075,5.696,7.761,1.482,11.274,13.846,11.942,8.797,5.141,6.697,5.22,6.468,3.163,11.723,5.376,-1.68,3.929,8.712,13.012,8.636,12.592,9.88,9.418,1.561,8.111,0.263,0.2,12.471,11.114,10.13,4.856,3.607,3.384,13.071,9.979,0.7,7.11,11.911,6.077,7.693,13.183,9.813,15.157,3.476,-1.62,14.266,4.038,7.868,4.59,1.526,3.61,8.139,12.689,4.601,12.35,5.935,13.591,0.594,11.289,10.363,4.281,2.636,2.733,3.845,-3.377,7.285,4.313,11.93,2.479,17.232,11.931,-2.207,2.331,10.993,9.478,2.095,6.004,10.709,10.443,-2.76,8.298,7.823,11.631,9.829,9.981,1.828,9.635,6.503,8.759,2.135,1.031,14.63,-0.002,13.03,8.765,2.983,5.871,1.658,5.786,9.534,7.916,10.976,14.894,9.817,6.803,9.033,4.565,3.558,5.947,10.591,2.019,12.084,0.848,8.937,1.09,12.124,-1.317,4.248,3.225,10.143,6.754,6.07,1.911,1.532,12.834,9.921,8.334,8.831,2.298,-0.22,2.442,7.448,7.475,8.215,13.793,8.47,-1.134,2.771,2.259,3.885,8.65,9.172,2.6,9.285,7.14,11.348,0.407,7.558,12.062,-0.174,8.043,16.352,11.199,6.103,8.088,5.871,10.514,6.071,7.967,12.808,0.391,9.325,3.905,7.201,4.359,5.787,8.588,1.656,7.253,1.605,5.47,14.367,14.048,6.293,11.971,2.009,5.317,10.969,2.899,8.49,15.224,5.81,7.017,9.121,2.129,2.786,-1.581,6.591,7.41,1.255,-2.847,2.265,7.891,7.058,6.839,4.842,5.236,5.133,5.825,7.591,3.469,6.918,5.568,7.853,3.016,0.157,10.998,-1.102,6.354,12.74,10.742,5.504,5.048,2.329,7.373,-0.016,1.693,6.942,12.273,5.055,12.602,2.485,8.692,8.519,3.731,-0.153,5.182,9.657,12.005,8.522,6.474,11.888,3.672,0.415,6.782,6.435,10.798,2.904,4.486,-0.496,8.049,7.651,1.998,4.085,6.519,10.163,0.125,3.952,-0.441,7.331,1.426,9.069,-0.428,11.399,9.324,-1.711,6.363,8.631,1.338,4.435,2.07,5.257,11.459,2.863,8.698,9.191,5.137,11.642,11.249,2.702,-1.877,-2.409,-0.137,10.221,11.292,8.71,10.248,0.503,6.069,2.711,6.939,7.253,8.07,10.024,6.442,5.695,2.973,6.332,12.165,6.325,10.189,-1.041,5.16,5.8,1.301,3.952,3.62,10.056,12.164,8.618,-1.332,0.47,8.05,11.584,2.576,5.572,7.538,5.519,9.557,6.991,-4.779,6.27,3.867,0.209,4.73,11.131,10.607,-0.539,0.643,-0.184,12.634,0.882,4.935,10.588,8.405,7.845,11.946,1.335,7.082,8.593,2.167,4.899,13.953,-4.843,0.626,2.851,7.732,2.426,8.631,9.028,4.99,0.498,3.114,2.783,2.187,5.936,9.077,2.807,2.59,1.558,10.946,7.169,8.45,6.732,12.867,13.49,9.264,4.091,6.531,0.117,4.404,8.615,1.162,8.21,4.166,0.895,-0.044,13.54,0.369,8.893,3.204,1.231,5.603,10.355,1.626,10.013,13.444,2.526,1.07,5.644,6.447,2.804,4.063,2.464,0.883,6.843,5.409,3.071,10.622,-0.768,11.056,8.6,6.183,5.832,-0.318,4.009,5.178,1.818,8.358,11.267,1.34,13.187,5.041,5.08,5.295,6.705,3.81,9.898,1.812,3.083,2.258,8.357,1.986,1.67,11.947,-0.075,1.274,8.065,2.182,-5.0,1.897,7.286,1.801,3.845,0.492,3.429,11.275,6.974,2.757,0.615,2.078,-0.287,3.473,2.59,-3.007,7.12,10.492,3.266,-1.89,5.365,8.362,0.566,8.071,13.336,-1.959,8.145,8.624,5.706,6.331,11.156,-2.197,3.618,2.007,9.417,-1.166,-1.495,3.643,3.189,0.318,0.522,1.025,1.011,3.321,4.277,5.586,-0.77,5.652,3.889,1.388,0.615,-2.906,-0.715,1.462,3.008,0.552,3.337,2.732,3.768,2.423,4.829,2.46,1.745,-0.215,0.747,2.799,3.344,3.851,1.87,5.886,-1.401,3.275,2.129,2.686,0.349,-1.449,3.612,5.412,0.259,0.524,1.94,-1.152,3.143,10.993,8.909,3.779,3.434,2.851,3.813,4.606,1.92,-0.034,2.033,3.344,0.067,0.84,2.457,-3.495,3.035,0.603,4.162,-0.053,2.365,-1.835,-1.907,3.791,1.701,-0.717,2.998,3.003,1.85,-1.647,-0.194,-1.81,2.156,1.248,0.819,1.458,2.414,0.078,1.827,2.95,2.37,-0.679,0.229,-1.812,1.716,0.526,2.126,3.034,3.024,3.305,-0.532,-1.117,5.419,3.929,1.215,2.874,5.049,4.726,2.072,1.324,-0.517,-1.093,-0.563,4.605,-1.258,3.019,-0.468,3.804,3.419,1.664,5.191,4.876,1.654,5.014,-0.999,0.796,3.136,-0.717,1.863,0.677,0.117,2.87,-2.506,-3.585,4.784,0.306,2.017,1.71,1.731,3.804,0.231,4.344,0.782,2.986,2.288,2.071,1.436,-0.875,5.686,2.88,1.992,2.868,-0.451,-0.054,1.485,5.588,1.611,0.354,0.565,0.913,-0.735,1.448,2.475,2.207,3.334,-0.423,0.206,2.758,-2.166,-1.689,-0.147,-3.997,4.581,-0.875,2.589,2.051,-0.643,0.533,1.631,1.823,3.474,-1.865,1.871,1.824,-1.226,0.117,-0.053,2.981,0.828,1.635,5.954,0.132,2.598,1.321,4.225,1.728,3.818,-2.333,2.357,1.746,-0.015,-0.378,-2.51,-1.443,4.063,3.902,-1.064,4.274,1.764,5.567,1.259,4.486,2.755,1.339,4.707,0.738,2.759,4.689,-1.746,0.224,-1.505,-0.093,-0.338,-0.377,1.618,1.2,3.837,-1.878,2.056,4.039,-1.247,-0.348,2.647,3.429,1.276,2.703,4.594,1.662,-3.887,8.972,21.427,8.789,10.23,10.1,15.686,12.809],"base_top":[[248058,21.427],[40,19.825],[1206,19.667],[760,18.036],[2665,17.768],[1919,17.698],[18528,17.232],[2064,16.867],[12189,16.852],[623,16.75]]},"positions":{"tokens":[248058,198,27,1628,59673,4435,29,198,27,15704,28,4435,29,198,49931,10208,62,24,16,19,198,510,15704,29,198,27,15704,44984,29,198,2117,273,62,24,16,15,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=en","queue",">","\n","<","parameter","=","queue",">","\n","spr","uce","_","9","1","4","\n","</","parameter",">","\n","<","parameter","=value",">","\n","map","le","_","9","1","0","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.1594,-2.6417,0.7734,1.0591,-2.1705,1.265,0.3588,0.0622,-0.0194,-0.8692,0.0247],[-3.8394,-0.0552,7.5953,15.4632,-1.3934,-1.5505,1.5208,-0.9039,0.0222,-0.6051,-0.3282],[-3.6877,-1.6261,10.6375,17.3381,-2.0763,-0.4545,-0.0294,-0.3059,-0.0692,-0.7994,-0.2014],[-1.7224,-1.6859,9.37,15.7349,-2.3484,-0.5228,1.0465,-0.8718,-0.2125,-0.5133,0.0191],[-2.0985,-2.6285,8.834,16.8271,-2.6073,-0.6617,-1.5723,-0.3126,-0.3656,-0.9857,0.402],[-1.6536,-1.7511,9.8984,15.1875,-2.0461,-1.9119,-4.0651,-0.626,-0.1507,-1.1332,0.126],[-4.5874,-2.5781,9.6359,21.527,-0.4972,-0.7762,1.0865,-1.0267,-0.1812,-1.5471,0.2781],[-4.9985,-1.6491,10.7738,21.6496,-2.1464,-1.1185,2.615,-0.4431,-0.0066,-1.1147,-0.0774],[-4.4904,-1.3168,11.4961,17.8792,-1.5219,-1.3276,0.0253,-0.5317,-0.3204,-1.1911,-0.0756],[-1.0108,-1.3063,10.5247,18.3701,-3.1912,-0.4871,3.4867,-0.9992,-0.3798,-0.9563,-0.2361],[-1.4928,-1.4483,10.3872,20.132,-3.8047,-0.9085,-0.4424,-0.8655,-0.2087,-1.2363,0.404],[-0.9524,-1.6517,13.0395,17.6241,-2.8108,-1.2409,-0.0996,-1.3125,-0.0451,-1.248,-0.0138],[-3.6932,-2.4447,11.8309,22.4519,-2.8497,-1.6607,0.9236,-0.6729,-0.1442,-1.6361,0.1498],[-3.5156,-1.5167,16.5905,20.5521,-3.686,-0.7391,2.1708,-0.441,0.4277,-1.556,-0.0688],[-1.1671,-1.5324,19.6765,16.334,-1.3596,-0.9254,-0.8449,-0.6936,0.3727,-1.6316,-0.0299],[-2.8107,-1.7868,13.1239,19.9274,-1.0073,-0.3399,1.259,-1.3166,-0.0973,-1.1512,0.2469],[-3.5398,-1.8752,12.5176,22.5976,-1.7966,-0.0085,1.1943,-1.3517,0.2904,-1.7215,0.0764],[-2.0968,-2.6852,16.2524,20.9543,-2.0345,-0.9326,-0.1353,-0.6027,0.2119,-1.5672,-0.547],[-2.7081,-3.0514,14.4165,21.6988,-1.5792,-1.107,-0.8829,-0.9518,0.2496,-1.5121,-0.3549],[-2.2528,-1.7453,14.4171,22.2327,-0.9113,-0.1691,-0.2598,-1.6843,0.2126,-1.772,0.0219],[-4.1194,-2.3923,10.7113,21.677,-1.6068,-1.5875,2.7162,-0.6474,0.1441,-1.5032,0.0363],[-5.1883,-2.1738,12.7833,19.9821,-2.4859,-1.2406,1.8117,-0.3164,-0.0855,-1.2321,-0.3907],[-3.1852,0.1527,11.4645,17.5518,-2.2455,-0.8919,1.1973,-0.4047,-0.0793,-0.6098,-0.4366],[-4.1041,-0.4149,10.243,22.1579,-2.1901,-2.8261,1.5215,-0.8063,0.0636,-1.1721,-0.111],[-3.3426,-2.0369,11.2031,21.6381,-1.4127,0.0636,3.0763,-0.1482,0.1201,-0.9978,-0.2123],[-4.2005,-0.7487,10.8256,18.4422,-2.6811,-1.3005,0.6065,-0.3344,-0.2913,-0.8424,-0.144],[-0.7995,-1.4777,11.6727,19.3774,-3.6713,-1.6134,1.9824,-0.4412,-0.2728,-0.8232,0.1229],[-1.567,-1.5563,10.8296,19.8275,-4.2789,-2.0133,-0.6528,-0.6672,-0.2381,-1.2133,0.4859],[-4.5287,-2.219,13.4063,20.3108,-1.7261,-1.7015,1.5521,-0.8532,0.0477,-1.5563,0.1935],[-3.7219,-1.6723,16.1093,17.5171,-2.42,-0.8519,2.7731,-0.1283,0.3324,-1.4287,0.0142],[-1.5611,-1.4747,19.3113,12.2641,-0.8173,-1.1316,0.0206,-0.2239,0.2692,-1.4678,0.0476],[-3.0265,-1.4914,13.7437,20.3196,-0.0575,-0.7579,-0.2484,-1.4139,0.2423,-1.4431,0.2208],[-4.342,-1.8058,12.7699,21.9855,-1.8444,-0.228,1.108,-1.3494,0.1624,-1.3897,0.0222],[-2.9019,-2.8642,16.124,20.5375,-1.2805,-1.0611,-0.1028,-0.5269,0.0039,-1.5991,-0.6009],[-3.0054,-2.5163,13.7626,21.3462,-0.3167,-0.5588,-0.4352,-1.1129,0.1751,-1.7605,-0.4794],[-2.8177,-1.5994,13.5266,22.3648,-0.558,-0.9905,-0.2943,-1.4673,0.0871,-1.5559,-0.4051],[-3.6277,-1.9152,10.6533,21.2435,-0.574,-2.1383,1.3031,-0.5636,0.0637,-1.3993,-0.0841],[-3.7399,-1.1846,11.5836,18.524,-1.4105,-1.069,0.8256,-0.4957,0.1166,-1.2157,-0.4065],[-2.8999,0.1595,11.6477,18.3203,-1.6836,-0.857,1.3268,-0.7462,0.0394,-0.6632,-0.4572],[-3.3815,0.3508,8.6901,20.3228,-1.0826,-2.3114,0.9194,-0.7501,0.1701,-1.198,0.0471],[-2.997,-1.8727,9.1735,20.1135,-1.3431,0.1889,2.2826,-0.3942,0.004,-1.0531,-0.0405],[-2.8657,0.6491,9.5317,16.0089,-1.1633,-0.8745,-0.2364,-0.6003,-0.2495,-1.0589,-0.135],[-4.0463,0.3897,10.6215,18.0008,-2.1574,-0.2271,-0.8298,-1.1217,0.0636,-1.0192,-0.3077],[-4.4734,0.153,6.2855,14.0617,-0.9756,-2.074,1.6397,-1.3482,0.2621,-0.959,-0.127],[-3.9577,-3.2657,9.6744,17.508,-0.8553,-0.1863,3.4317,-0.0481,0.3478,-1.071,-0.1332],[-4.2463,0.5547,8.495,12.1653,-1.6684,-1.2471,-0.1312,-1.0208,-0.0156,-1.261,0.2133],[-2.7668,0.3825,8.9005,12.8132,-1.936,-0.3758,-1.4657,-1.039,-0.1458,-1.6183,0.1399]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=enqueue>\n<parameter=queue>\nspruce_914\n</parameter>\n<parameter=value>\nmaple_910\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=enqueue>\n<algorithm=maple_910>\nqueue=spruce_914\n</algorithm>\n</function>\n</tool_call>","n_tokens":38,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0152","set":"practice","cohort":"valid_call","family":"transfer_direction","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> copy_item {\"destination\": \"maple_768\", \"item\": \"cedar_973\", \"source\": \"014\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: copy an item into a destination while retaining it at the source.\nContainer the item comes from: \"014\". Item identifier: \"cedar_973\". Container the item goes to: \"maple_768\".\nUnrelated archived note: cedar_302, reference 042. These are not inputs to this request.","tools":[{"function":{"description":"Copy an item into a destination while retaining it at the source. Inert synthetic operation.","name":"copy_item","parameters":{"additionalProperties":false,"properties":{"destination":{"description":"Container the item goes to","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"item":{"description":"Item identifier","type":"string"},"source":{"description":"Container the item comes from","type":"string"}},"required":["item","source","destination"],"type":"object"}},"type":"function"},{"function":{"description":"Move an item from a source container into a destination container. Inert synthetic operation.","name":"move_item","parameters":{"additionalProperties":false,"properties":{"destination":{"description":"Container the item goes to","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"item":{"description":"Item identifier","type":"string"},"source":{"description":"Container the item comes from","type":"string"}},"required":["item","source","destination"],"type":"object"}},"type":"function"}],"prompt_tokens":671,"decision":{"rms":0.3593938624233648,"sumsq":132.2628591079265,"hb":[-0.03562,-0.03713,-1.58261,-0.04806,-1.13147,0.12353,-0.45739],"lse":22.989122569936537,"logits":[12.812,13.403,12.472,11.519,10.758,10.192,8.084,8.178,8.742,10.075,8.992,15.022,11.268,9.002,14.613,10.695,7.947,9.882,9.751,8.93,20.141,8.108,10.429,14.453,13.377,12.311,9.797,8.543,12.021,8.416,8.008,13.798,14.587,7.786,12.352,9.612,8.193,11.052,7.474,9.593,13.365,7.811,6.585,13.94,3.127,7.914,1.226,11.175,5.481,13.654,4.777,8.424,8.493,7.635,9.496,4.711,9.823,13.73,9.852,5.723,8.8,13.499,3.353,7.025,9.087,11.645,6.319,9.005,2.669,16.585,9.314,8.162,8.126,0.371,7.385,3.192,9.218,5.468,8.496,9.959,8.454,10.16,8.374,9.527,11.094,6.98,8.284,3.766,9.253,12.06,1.682,3.958,15.782,9.81,6.004,6.446,11.751,-3.298,2.865,4.119,6.437,7.272,0.543,9.137,2.384,12.866,9.03,4.102,7.295,9.518,7.621,9.607,5.951,5.153,6.424,10.916,16.871,5.172,6.485,12.158,12.021,10.409,12.687,14.721,12.813,13.724,3.324,11.486,8.075,6.745,1.895,7.862,4.511,7.511,10.074,8.057,5.086,12.314,5.779,8.867,7.713,14.207,13.486,4.38,0.494,7.344,11.097,-1.059,17.032,1.863,-2.417,8.816,4.631,7.837,3.513,10.411,6.541,9.299,7.104,9.29,6.579,3.795,10.064,-2.206,7.486,5.336,10.189,8.78,-6.182,11.648,12.35,10.505,13.02,5.893,10.663,7.032,8.934,6.682,11.447,7.75,6.403,4.588,6.138,4.436,8.936,15.639,5.524,12.199,-0.978,9.2,9.688,2.406,10.118,13.433,6.598,4.796,8.351,11.482,8.78,3.125,6.638,13.825,5.402,2.448,11.555,7.406,12.094,8.713,4.697,10.106,1.3,12.463,14.833,3.331,7.689,5.638,-2.362,5.057,2.892,3.101,10.807,7.842,8.201,4.649,-1.43,4.958,8.454,3.758,-0.332,2.802,10.83,0.699,2.373,7.194,8.017,12.486,6.0,10.935,5.343,8.735,11.214,4.063,3.218,5.238,6.389,12.1,0.234,-0.704,10.285,9.314,0.053,11.804,8.683,8.21,5.329,-0.491,11.072,12.242,6.152,11.484,11.35,10.421,5.269,0.274,6.799,9.419,1.302,9.64,3.769,14.715,0.66,2.41,0.848,2.906,1.801,8.66,6.239,4.933,6.117,1.101,14.432,8.082,0.453,6.742,4.193,9.101,-2.354,10.035,12.752,11.812,9.735,5.349,11.237,8.394,11.239,10.008,10.254,10.354,12.199,8.192,9.883,6.235,5.772,8.005,6.424,6.53,7.551,11.242,1.494,8.802,7.042,7.282,12.666,3.498,0.559,-0.587,7.817,6.068,-2.719,1.609,4.224,9.274,7.905,7.806,7.422,16.281,-2.696,-2.303,7.618,11.146,14.795,8.009,2.409,9.993,13.208,5.11,8.99,2.821,2.149,6.562,-1.993,11.2,12.175,11.742,7.77,6.519,7.354,5.884,10.495,3.903,12.785,3.979,1.552,6.571,9.732,11.705,5.99,10.385,9.311,8.015,0.837,4.706,-0.5,0.082,11.779,11.698,10.617,3.709,3.609,4.38,9.175,12.441,0.522,4.994,9.915,3.866,3.864,10.018,9.17,13.615,3.615,-1.48,13.548,1.872,7.308,4.709,0.91,3.985,9.4,11.374,2.038,11.495,3.976,10.852,-0.898,10.636,7.861,3.12,0.961,2.469,5.077,-2.509,3.955,2.697,10.732,1.369,10.008,11.802,-1.55,2.368,10.694,8.273,4.095,3.692,8.797,8.752,-0.526,10.66,6.527,10.868,8.316,9.862,2.174,8.76,5.672,9.354,3.776,2.871,12.033,-0.327,12.326,8.027,4.723,6.102,3.083,6.873,7.676,6.168,11.368,12.396,8.397,9.648,6.713,5.391,1.258,5.537,10.08,1.452,11.484,1.778,5.732,1.977,10.436,-1.291,4.562,1.548,8.511,4.504,4.707,0.777,1.644,10.328,10.224,5.308,8.69,2.638,-1.374,2.674,7.56,9.322,9.396,13.863,7.313,-0.621,1.92,2.315,1.363,5.973,6.867,1.99,10.103,4.328,8.651,-0.811,6.567,8.834,-0.771,9.23,15.608,8.821,4.269,10.442,4.565,9.88,7.151,5.768,11.192,0.506,6.996,4.457,6.89,2.104,4.807,6.16,0.977,4.532,-0.525,4.328,9.256,13.916,3.464,8.464,-1.273,5.001,7.678,2.767,9.073,12.535,7.758,5.439,8.833,2.159,0.277,-3.028,6.451,5.774,1.097,-1.356,0.234,6.293,5.46,4.046,2.52,5.78,5.86,4.738,8.075,3.141,3.977,6.961,4.495,4.088,-0.03,12.329,1.872,6.373,10.317,5.841,4.535,6.812,0.984,4.724,-2.359,-0.358,8.841,12.092,4.725,10.832,2.888,7.247,8.532,5.326,-1.743,3.07,7.953,11.203,7.126,2.697,8.631,4.072,1.654,3.688,8.189,8.107,1.441,5.953,0.038,4.919,7.711,1.555,2.235,7.146,11.322,0.381,4.052,1.999,7.632,-0.835,10.866,-1.837,10.831,9.991,-1.698,5.747,10.424,-0.636,1.502,3.573,7.912,11.707,2.221,6.609,6.101,3.249,10.969,9.516,1.229,-2.531,-3.478,-1.076,5.696,11.335,8.353,6.891,-1.985,8.228,3.718,8.345,4.148,8.015,10.242,7.5,4.876,1.414,5.742,10.571,3.85,8.918,-1.433,4.664,5.387,2.495,2.719,2.982,8.828,15.808,5.276,0.705,0.222,7.75,8.694,-1.073,5.854,7.588,6.028,7.143,5.709,-5.029,4.411,3.075,-1.421,2.239,6.881,6.835,-0.719,1.518,-1.749,10.812,-1.868,4.104,7.588,4.765,5.028,10.36,1.606,6.477,5.694,1.08,3.862,10.542,-3.313,-0.621,4.269,4.547,1.148,5.41,6.724,6.718,0.745,3.424,5.491,2.838,6.859,9.938,0.978,2.013,0.586,8.802,5.34,6.486,4.235,6.019,10.794,5.452,4.635,5.608,0.0,1.748,4.574,0.609,5.284,3.595,1.477,-0.707,13.836,-2.735,6.019,5.182,1.936,4.526,7.108,-1.091,6.621,11.367,1.965,-0.849,6.875,6.155,4.578,3.342,4.19,2.103,5.441,2.591,2.729,6.594,-0.378,8.121,8.024,4.863,3.792,0.374,4.495,6.645,-0.099,6.843,9.052,1.343,12.516,2.343,3.627,6.438,4.942,4.826,7.117,3.56,2.824,2.417,6.072,0.33,-0.946,14.195,1.995,0.182,6.754,2.477,-2.954,1.906,9.449,1.903,3.322,-3.965,3.041,9.279,4.327,3.846,-0.389,2.911,0.171,2.703,-1.58,-3.297,6.864,7.839,0.611,-1.439,2.002,4.981,1.263,6.064,11.712,-1.934,5.62,5.416,3.331,6.995,8.387,-0.406,3.303,0.801,9.331,0.047,0.771,2.845,1.864,-1.23,-2.417,-1.068,0.88,1.018,3.491,4.721,-1.326,5.853,3.349,-0.052,-2.07,-3.311,-1.141,0.522,2.071,-0.494,2.122,0.397,4.894,0.475,5.449,2.262,-2.055,-0.59,0.845,1.698,1.668,3.858,2.458,3.651,-0.134,4.029,0.804,2.355,-0.258,-3.188,3.558,1.602,0.78,0.697,0.741,-1.345,0.805,12.445,9.63,2.098,3.598,2.191,4.421,3.731,0.443,-1.408,2.721,1.341,-0.558,1.309,-0.311,-5.481,3.455,0.039,2.536,0.367,0.926,-1.686,-2.769,2.99,-1.299,-1.592,1.054,1.425,2.215,-2.939,-1.186,-2.765,2.142,1.67,-0.365,1.256,1.247,-0.381,3.043,3.367,0.977,-1.358,-2.043,-1.004,1.447,-0.433,3.029,2.448,3.337,2.129,-2.055,-3.136,5.635,3.448,1.615,1.036,4.018,3.263,0.014,-1.564,-1.055,-0.862,-2.423,3.121,-0.719,1.876,2.669,4.626,1.269,-0.199,4.026,2.324,0.45,3.688,-2.388,0.614,1.268,0.683,3.021,0.457,0.099,3.744,-3.798,-1.672,4.296,-0.752,0.262,1.471,2.123,4.939,-0.253,6.309,0.122,2.233,0.46,1.566,1.637,-1.136,5.175,1.697,0.988,2.747,-2.67,2.372,1.69,6.142,0.239,3.411,-0.57,2.908,0.091,-0.596,2.831,2.517,4.433,0.577,0.99,2.501,-2.237,-1.083,0.126,-0.923,2.354,-1.364,0.44,0.322,1.377,1.206,0.186,3.922,3.031,-2.171,1.386,2.413,-0.999,-1.221,0.737,4.29,1.086,-0.533,6.314,0.603,2.345,3.388,5.398,-0.221,3.876,-0.384,1.782,-0.513,0.105,0.078,-1.515,0.033,2.116,4.557,0.179,3.4,4.568,2.956,-0.317,3.403,2.379,-0.284,4.277,0.013,3.46,4.15,-2.083,-1.822,0.366,-0.257,-2.54,-1.917,0.496,-0.931,3.235,-2.633,1.652,1.815,-1.78,-0.077,5.502,3.251,-0.358,2.747,3.378,0.601,-4.062,10.373,22.907,10.358,11.89,11.429,14.957,13.563],"base_top":[[248058,22.907],[40,20.141],[2665,17.032],[1919,16.871],[760,16.585],[11762,16.281],[54386,15.808],[1206,15.782],[3928,15.639],[27775,15.608]]},"positions":{"tokens":[248058,198,27,1628,28,8298,5457,29,198,27,15704,31487,29,198,1931,277,62,24,22,18,198,510,15704,29,198,27,15704,28,2348,29,198,15,16,19,198,510,15704,29,198,27,15704,28,17459,29,198,2117,273,62,22,21,23,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","copy","_item",">","\n","<","parameter","=item",">","\n","ced","ar","_","9","7","3","\n","</","parameter",">","\n","<","parameter","=","source",">","\n","0","1","4","\n","</","parameter",">","\n","<","parameter","=","destination",">","\n","map","le","_","7","6","8","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.0588,0.009,-0.3981,0.0844,-1.9708,0.386,-0.4708,-0.1668,0.1487,-0.7332,0.0262],[-3.832,0.3143,7.2986,14.8163,-1.4017,-1.5166,1.348,-0.8745,0.0831,-0.6346,-0.3516],[-4.6502,-0.468,10.2485,17.7003,-1.8259,-1.6906,-0.201,-0.1363,0.0377,-0.6298,-0.124],[-2.4401,-0.2893,9.8311,16.5909,-2.4962,-1.1962,0.8563,-0.7264,-0.0779,-0.4972,0.085],[-2.4224,-0.8603,9.1636,17.0942,-2.7728,-1.9893,-1.4226,-0.5071,0.1171,-0.8322,0.4869],[-1.8651,-0.553,10.7216,15.2749,-1.4241,-2.0723,-0.6241,-1.0991,0.2782,-0.9636,0.1127],[-4.0721,-1.548,9.7369,20.6944,-2.5745,-0.8393,0.0645,-1.1744,-0.0016,-1.4571,0.3524],[-5.7807,-1.5576,9.0866,21.2133,-1.6973,-1.8812,0.9178,-0.9188,-0.01,-1.0031,0.3821],[-5.6928,-0.1396,10.067,21.724,-3.0496,-1.6908,1.6111,-0.2236,0.0104,-0.8599,-0.0652],[-4.9633,-0.3764,11.6597,17.9289,-2.6844,-1.7999,-0.0848,-0.2327,-0.1845,-1.0349,-0.1876],[-1.2868,-0.9468,10.0367,17.1015,-4.1914,-1.2142,2.5054,-0.3862,-0.0294,-0.8151,0.0583],[-1.7783,-0.9686,9.8628,18.1907,-4.4573,-1.9149,-0.9888,-0.7649,-0.0598,-1.3944,0.4562],[-3.9854,-2.5128,11.0549,21.1447,-2.8753,-2.7307,0.6221,-0.7511,-0.247,-1.2755,0.16],[-2.8555,-0.6193,16.6081,19.7787,-3.7013,-0.9557,1.5191,-0.3808,0.4467,-1.1243,-0.1516],[-0.4771,-0.607,20.3714,15.5128,-2.0285,-1.1432,-1.3681,-0.5489,0.3803,-1.1771,-0.1474],[-2.4548,-2.3145,13.4401,20.6512,-1.2608,-0.2023,0.4852,-1.3488,0.1407,-1.0295,0.0165],[-4.461,-1.1284,13.0458,22.4586,-2.1736,-0.1147,1.6429,-1.5999,0.2588,-1.7407,-0.0106],[-2.8607,-2.4458,16.475,21.1672,-2.5096,-1.0587,-0.5097,-0.4755,0.0564,-1.5112,-0.5529],[-3.4111,-2.0218,13.6412,20.9501,-0.2703,-1.0745,-1.2372,-1.1267,0.0459,-1.291,-0.5075],[-4.5026,-1.4367,12.1699,21.5526,-1.0986,-2.2833,0.4644,-1.4209,0.174,-1.8359,-0.3702],[-5.0335,-0.7393,11.2719,21.8618,-1.9408,-1.6176,1.2499,-0.6283,0.235,-1.3426,-0.1624],[-4.7383,-0.7734,12.4997,19.4183,-2.3782,-1.151,0.6887,-0.6182,0.1546,-1.3355,-0.6337],[-3.1057,0.5808,11.1876,16.9444,-2.3756,-1.1386,1.2563,-0.6012,-0.0214,-0.8157,-0.4549],[-4.6205,-0.2373,9.3119,21.1332,-1.9103,-2.8623,0.6911,-0.9954,0.0743,-1.2592,-0.2388],[-4.0043,-0.725,11.1826,21.2062,-2.71,-0.8844,2.1034,-0.1793,0.1964,-1.3458,-0.1118],[-4.5502,-0.5266,10.6741,18.0628,-2.7357,-1.4766,0.738,-0.3233,-0.1523,-1.1503,-0.3448],[-0.8776,-1.0608,11.5841,18.8047,-4.1191,-1.8624,1.6943,-0.5046,-0.2396,-0.8723,-0.2011],[-0.9033,-0.8494,11.3373,19.2083,-4.8288,-2.0954,-0.9119,-0.8156,-0.0109,-1.2901,0.2532],[-0.9306,-0.9431,13.4802,18.9624,-3.809,-1.9581,-0.3857,-1.2264,0.0609,-1.3036,-0.1952],[-3.7037,-1.4921,10.273,21.7464,-2.2386,-2.0079,0.9292,-0.8964,0.0088,-1.5213,0.0296],[-2.9838,-0.4993,13.5,20.273,-3.6115,-1.111,1.63,-0.2557,0.4039,-1.1676,-0.2092],[-1.7769,-0.7019,17.1453,17.0261,-2.4884,-1.2283,-1.3977,-0.2753,0.2093,-1.1742,-0.306],[-3.7638,-2.5538,13.6291,21.601,-0.9756,-1.8745,-0.5277,-0.5537,0.3489,-1.3757,-0.446],[-3.1051,-2.5545,12.9643,21.6979,-0.7707,-2.0441,-0.8531,-1.0023,0.2081,-1.7892,-0.2913],[-4.0853,-1.2419,10.4578,20.6435,-1.5307,-2.026,1.0015,-0.4489,0.3186,-1.4388,-0.0091],[-4.3404,-1.3229,12.8009,20.0633,-1.9294,-1.5762,0.5435,-0.6619,0.4277,-1.5097,-0.5862],[-3.4832,0.0587,11.2068,17.9999,-2.3946,-0.8312,1.749,-0.3937,0.129,-0.5972,-0.6305],[-4.672,-0.3637,10.1544,22.4539,-2.4432,-3.072,1.3067,-1.0629,0.1998,-0.9879,-0.1463],[-4.3573,-0.8097,11.0862,21.7261,-2.6412,-0.345,3.08,-0.4552,0.1492,-1.2134,-0.2114],[-4.704,-0.3458,10.8659,18.877,-2.2776,-1.0989,0.6123,-0.5254,-0.2124,-0.8495,-0.307],[-1.5745,-0.6021,11.1066,18.8325,-4.3792,-0.6365,2.9235,-0.8076,-0.2415,-0.6708,-0.2529],[-2.8314,-0.8501,11.2173,20.2701,-4.6629,-1.5585,0.3651,-0.6578,-0.0451,-0.923,0.1383],[-2.2871,-1.1097,14.1741,19.3478,-3.3443,-1.7999,0.3025,-1.2921,0.0164,-1.1608,-0.2788],[-4.4834,-2.0856,12.6149,21.8554,-1.7393,-1.146,1.0132,-0.7818,0.0731,-1.3822,0.0937],[-3.832,-1.1943,15.6599,19.9229,-3.4982,-0.2366,2.4751,-0.2645,0.2533,-1.2232,0.0615],[-2.464,-1.4538,19.5006,16.4877,-1.7324,-0.7984,-0.0301,-0.6033,0.2183,-1.2421,0.0412],[-3.6478,-1.5075,14.0558,21.1847,-0.3847,-0.5187,-0.2825,-1.3021,0.2294,-1.4939,-0.0204],[-4.9524,-1.0654,13.0393,22.9608,-1.6085,0.1202,0.5767,-1.4348,0.0994,-1.4242,-0.269],[-3.4719,-1.8996,16.2447,21.5781,-1.1452,-0.6601,-0.6597,-0.8219,-0.0873,-1.4236,-0.7572],[-3.3948,-2.0753,12.939,20.3694,-0.7835,-2.9721,-0.2058,-1.4505,0.0013,-1.4606,-0.4751],[-3.439,-1.7192,12.0267,20.7787,-0.5255,-0.3845,1.3346,-1.2673,0.2719,-1.7171,-0.226],[-4.1076,-1.5011,10.5499,22.3126,-1.0504,-1.4093,0.5507,-0.5328,0.2211,-1.3404,-0.4215],[-4.412,-1.375,12.0287,19.5318,-1.7602,-0.6282,1.2111,-0.6483,0.2768,-1.2189,-0.5614],[-2.602,-0.314,11.1097,17.3301,-1.665,-0.451,1.3308,-0.6005,0.1534,-0.5323,-0.5704],[-3.9098,-0.5176,9.2681,20.8535,-0.7388,-2.3498,0.6046,-0.7938,0.2626,-1.0911,0.009],[-3.6504,-0.3427,9.4802,19.66,-1.4467,-0.621,2.3009,-0.4586,-0.017,-1.411,-0.1146],[-3.8081,0.2303,9.9496,16.5121,-0.8336,-0.9217,0.0751,-0.7032,-0.1832,-1.1107,-0.1182],[-4.1451,-0.0298,9.9487,17.2249,-2.1963,-0.5217,-0.6676,-0.9932,0.1153,-1.0402,-0.2335],[-4.0707,0.065,5.0359,12.0029,-0.8008,-1.2422,2.1527,-1.2514,0.2627,-0.7009,-0.1179],[-3.87,-1.7613,10.009,17.0694,-1.5846,-1.165,2.9765,-0.0877,0.4062,-0.9455,-0.255],[-4.3731,0.1187,7.9448,12.2442,-1.732,-1.3606,-0.0037,-0.9121,-0.1037,-1.1388,0.2381],[-3.0781,0.7296,8.9531,13.2577,-1.7707,-0.3401,-2.0427,-1.1197,0.0401,-1.3998,0.0785]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=copy_item>\n<parameter=item>\ncedar_973\n</parameter>\n<parameter=source>\n014\n</parameter>\n<parameter=destination>\nmaple_768\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=copy_item>\n<parameter=item>\ncedar_973\n</parameter>\n<parameter=source>\n014\n</parameter>\n<parameter=destination>\nmaple_768\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=copy_item>\n<parameter=item>\ncedar_973\n</parameter>\n<parameter=source>\n014\n</parameter>\n<parameter=destination>\nmaple_768\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=copy_item>\n<parameter=item>\ncedar_973\n</parameter>\n<parameter=source>\n014\n</parameter>\n<parameter=destination>\nmaple_768\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=copy_item>\n<maßen=source=\"014\">\n<parameter=item>\ncedar_973\n</parameter>\n<maßen=destination=\"maple_768\">\n<parameter=detail>\nbrief\n</parameter>\n</maßen>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0235","set":"practice","cohort":"need_clarification","family":"reservation_lifecycle","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: cancel the reservation for a resource and slot.\nResource identifier: not provided. Slot number: 34.\nUnrelated archived note: spruce_312, reference 084. These are not inputs to this request.","tools":[{"function":{"description":"Reserve a resource for a slot. Inert synthetic operation.","name":"create_reservation","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"resource":{"description":"Resource identifier","type":"string"},"slot":{"description":"Slot number","type":"integer"}},"required":["resource","slot"],"type":"object"}},"type":"function"},{"function":{"description":"Cancel the reservation for a resource and slot. Inert synthetic operation.","name":"cancel_reservation","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"resource":{"description":"Resource identifier","type":"string"},"slot":{"description":"Slot number","type":"integer"}},"required":["resource","slot"],"type":"object"}},"type":"function"}],"prompt_tokens":587,"decision":{"rms":0.35683618792152616,"sumsq":130.38701057061553,"hb":[-0.06717,-0.01298,-1.10454,0.05315,-0.59431,-0.01341,-0.31291],"lse":21.980794391926196,"logits":[11.748,13.407,10.564,10.997,10.979,9.037,7.709,7.386,9.517,9.961,7.999,15.615,10.562,8.255,14.232,9.448,6.776,7.454,8.298,9.175,19.93,7.093,10.114,14.312,13.132,9.757,9.09,8.828,10.979,7.141,8.587,12.305,12.28,6.947,12.507,7.344,6.235,10.113,5.989,7.337,11.113,5.458,8.393,11.375,2.995,6.83,0.262,9.389,4.637,13.494,1.981,8.36,7.163,8.038,6.565,5.116,7.387,11.188,10.67,6.754,6.724,12.636,0.744,6.129,7.6,9.844,4.715,8.995,1.987,17.342,11.594,10.793,8.278,3.986,6.341,4.279,7.248,6.981,9.797,8.2,7.696,9.128,7.287,7.039,8.395,7.703,8.238,1.384,8.25,9.683,-1.117,3.596,15.096,9.419,6.317,5.783,10.566,-3.483,0.071,2.554,6.457,6.199,0.553,8.713,1.531,12.757,9.057,3.055,4.449,8.694,5.951,9.992,4.674,4.795,6.231,9.054,15.014,4.604,4.664,11.126,10.475,8.193,10.694,13.843,12.525,11.024,3.583,8.991,7.439,6.941,-0.213,7.444,1.867,4.626,8.852,11.024,6.331,12.926,3.164,7.205,6.848,14.116,14.344,4.146,2.498,6.773,10.464,-3.342,16.051,1.264,-4.546,8.609,5.964,6.368,1.865,10.325,5.754,5.695,3.812,8.204,6.183,3.909,8.392,-1.635,7.056,3.485,9.819,5.992,-5.678,10.893,10.187,10.888,11.765,3.58,6.339,7.862,14.034,5.417,10.957,7.63,5.798,1.297,4.298,3.468,9.067,16.306,4.868,9.675,1.633,9.78,8.699,2.114,11.315,10.783,6.369,3.825,8.119,12.327,7.997,2.342,5.016,11.477,3.938,0.092,9.994,7.71,12.881,11.34,2.545,9.281,1.097,12.741,14.843,3.016,7.037,2.175,-3.29,6.545,0.254,1.869,10.315,6.265,6.506,2.958,-1.718,5.179,9.917,2.303,-1.154,1.3,12.233,-0.722,0.612,6.805,9.499,9.494,4.375,7.281,3.169,7.647,7.022,0.161,4.103,4.447,5.626,11.906,-1.549,-0.45,10.812,7.989,0.652,13.554,7.41,8.346,2.892,2.877,9.784,14.126,4.642,11.196,11.8,9.552,4.276,-0.213,4.629,10.254,1.067,7.649,4.057,11.772,-0.387,0.57,-0.542,-0.14,0.641,10.893,6.607,3.307,4.78,1.175,16.416,7.023,-2.823,5.541,2.407,13.247,-2.894,9.809,9.344,10.247,9.387,3.584,10.576,10.589,6.861,8.284,11.798,10.218,12.159,4.064,11.143,6.806,5.091,8.569,5.105,3.699,7.682,11.853,1.787,8.11,7.043,3.482,14.164,2.076,-2.228,-0.846,6.895,4.931,-2.749,1.655,1.56,7.27,7.459,5.048,4.301,9.513,-4.152,-4.473,7.435,8.481,15.535,7.329,0.852,10.078,14.218,2.032,9.327,2.124,2.936,5.003,-1.811,9.99,12.002,11.55,6.363,6.27,6.311,10.487,8.118,7.312,14.346,3.375,-0.374,3.352,11.981,12.118,4.293,11.182,7.32,8.877,-1.123,2.58,-0.134,-0.247,13.464,13.317,10.994,5.078,1.685,5.646,6.714,10.393,0.163,6.118,10.284,3.722,3.68,10.432,9.139,13.657,1.494,-2.382,12.066,1.253,7.92,2.442,0.95,4.305,13.816,14.757,0.662,13.967,4.332,12.216,-2.058,9.813,7.156,1.286,0.041,3.524,4.652,-1.912,3.909,0.002,8.542,-1.068,7.983,13.362,-2.504,2.147,8.024,6.116,5.205,4.715,8.084,8.846,0.561,11.277,6.095,8.021,6.981,9.038,1.954,8.437,2.437,7.688,2.425,0.023,13.327,-1.756,11.121,8.993,7.386,7.321,1.634,6.902,7.257,5.571,16.355,11.664,7.964,10.979,6.064,5.837,-0.368,5.477,9.597,1.427,9.114,2.438,6.26,2.806,9.91,1.44,4.482,2.571,9.096,2.615,3.193,-1.28,0.682,10.61,10.304,4.774,8.952,3.797,-0.342,1.716,5.27,7.202,7.884,10.648,5.756,-2.525,1.646,-0.192,-0.391,6.4,2.619,2.004,12.414,4.214,8.189,-1.017,5.837,9.802,0.105,8.296,15.621,7.784,5.469,9.219,4.041,11.937,3.868,3.562,13.748,0.683,5.496,1.089,6.527,0.466,1.974,3.594,0.769,3.948,-1.336,3.756,7.587,13.069,3.589,7.419,-3.527,6.507,6.913,2.642,9.024,12.086,7.664,5.485,6.277,-1.195,-0.936,-2.747,4.184,5.215,2.966,-2.055,0.042,7.249,3.13,3.793,3.234,2.861,6.028,4.784,6.819,2.119,1.22,6.252,3.81,5.908,0.134,12.506,-0.647,6.376,10.637,6.507,3.868,5.527,-0.782,4.028,-2.545,-0.188,11.841,6.756,5.461,10.742,6.866,6.075,6.049,3.572,-2.113,2.567,6.652,10.074,8.288,3.128,6.934,4.615,-1.051,2.321,8.514,7.96,0.047,7.128,-3.871,3.247,7.333,2.105,2.005,5.989,12.766,-0.292,3.144,2.078,6.717,0.571,7.926,-0.975,9.369,10.972,-4.443,3.808,14.857,-2.085,3.499,-0.292,9.286,10.678,6.008,5.153,5.582,1.461,10.104,8.367,-1.219,-3.492,-5.519,-0.553,5.682,13.551,7.715,5.911,-3.147,7.171,4.298,7.877,5.437,5.04,8.043,7.78,3.981,2.401,2.179,10.169,4.145,9.263,-3.108,4.633,4.807,-0.22,5.083,2.353,8.074,9.703,6.501,0.723,-0.897,7.139,7.049,-0.823,5.71,5.212,5.56,7.106,5.689,-6.309,3.382,3.185,-0.304,1.503,6.474,6.729,-1.311,3.064,-3.268,12.123,-1.246,5.109,7.133,4.143,3.293,8.851,1.886,5.205,6.167,-1.278,2.75,8.889,-4.827,0.061,3.103,2.527,0.428,2.82,6.07,7.002,0.886,1.907,3.99,2.665,6.769,7.555,-1.681,0.242,1.405,9.877,2.748,7.743,4.665,7.02,11.308,6.073,4.816,2.583,-3.657,1.518,5.412,0.078,4.654,3.141,2.257,-0.864,9.238,-3.49,5.031,6.209,0.366,3.035,8.08,-1.466,7.567,9.645,5.056,0.845,8.492,8.513,4.218,4.276,4.187,1.005,4.697,-0.721,2.806,5.447,-1.097,5.221,5.018,2.879,5.223,4.096,0.739,10.207,-0.778,8.238,8.06,2.872,9.12,5.606,3.636,4.752,3.675,2.926,5.534,1.243,3.336,2.079,6.562,1.829,-2.373,7.832,4.891,1.144,4.999,0.173,-4.587,0.291,14.701,0.796,6.116,-2.726,1.291,7.428,3.846,0.8,1.194,0.486,-0.307,0.673,-1.169,-2.186,3.534,7.913,0.476,-1.375,1.581,5.824,0.052,4.334,12.035,-4.038,6.829,4.194,3.19,8.121,8.008,-2.562,2.489,1.495,9.525,0.629,-0.835,1.587,1.075,-5.003,-2.728,-1.699,-1.2,0.041,1.295,3.502,-0.955,8.176,3.882,1.262,-4.662,-1.776,-2.315,-0.404,3.436,2.059,5.143,-0.875,4.293,2.163,5.719,1.208,-0.022,-0.925,-2.332,3.661,1.106,5.321,3.257,3.957,-0.461,2.185,1.696,1.963,-0.494,-2.615,0.679,1.437,-0.127,-0.318,1.072,-3.715,0.4,10.396,8.481,1.97,2.146,1.97,5.244,4.851,-1.424,0.636,2.586,0.925,-0.748,0.698,-1.42,-4.914,4.425,-2.526,1.943,0.06,-0.169,-0.609,-2.21,3.707,-2.007,0.216,0.432,0.056,-0.734,-2.961,-0.437,-2.822,1.154,-1.273,-1.67,0.478,0.914,-1.142,1.054,4.287,1.071,-2.307,0.39,-1.68,2.307,-0.22,2.698,2.434,2.748,1.979,-1.41,-4.734,6.357,2.643,0.113,3.095,1.631,3.734,-0.55,-1.339,-0.413,-1.299,-3.439,5.216,0.682,2.028,1.258,5.021,-0.478,0.31,4.189,1.839,-0.947,3.546,-1.781,0.861,-1.298,-0.704,0.364,-1.535,-0.256,1.184,-2.498,-4.529,3.209,-1.021,-1.103,0.403,2.497,4.754,-2.855,4.25,1.047,1.908,1.199,0.895,0.953,-3.83,3.288,1.801,1.538,1.552,-1.998,-1.095,2.478,2.653,-1.651,3.333,1.082,2.305,-0.395,-1.878,3.137,0.918,4.73,2.139,-0.303,3.327,-2.349,0.222,0.557,-1.019,2.86,-1.727,0.608,1.352,-0.052,1.748,0.208,1.49,3.997,-0.584,0.092,1.303,-0.417,0.987,0.034,2.875,-0.367,-1.41,5.864,0.329,2.485,3.36,8.344,-0.29,4.042,-1.553,1.141,-0.569,-0.303,-0.821,-0.205,-2.82,0.122,5.881,-1.096,1.512,2.569,2.361,-0.809,1.126,1.076,-0.561,2.762,-0.478,4.441,4.303,-2.709,-2.381,-0.458,-0.507,-2.499,-1.975,-0.991,0.953,3.656,-3.191,5.241,1.921,-2.387,-1.663,5.157,3.628,-0.532,3.154,4.723,1.181,-2.192,8.902,21.776,11.083,10.617,10.405,16.019,12.427],"base_top":[[248058,21.776],[40,19.93],[760,17.342],[8725,16.416],[22916,16.355],[3928,16.306],[2665,16.051],[248068,16.019],[27775,15.621],[27,15.615]]},"positions":{"tokens":[248058,198,27,1628,28,17961,93212,29,198,27,15704,28,8960,29,198,1856,3766,198,510,15704,29,198,27,15704,28,20877,29,198,18,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","cancel","_reservation",">","\n","<","parameter","=","resource",">","\n","not"," provided","\n","</","parameter",">","\n","<","parameter","=","slot",">","\n","3","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.9086,1.6431,-1.2284,-0.4529,-2.1546,0.5676,-0.3388,-0.2407,0.1576,-0.7405,-0.1527],[-3.5359,1.0916,7.4275,14.9754,-0.8877,-1.8567,1.5738,-0.7949,0.1228,-0.5801,-0.4319],[-4.0521,0.2627,10.7363,17.6022,-2.0089,-0.9225,-0.2088,-0.1575,0.1441,-0.6733,-0.1583],[-1.3609,0.1622,10.3865,16.5504,-2.6992,-0.8652,0.9527,-0.7895,-0.0713,-0.6275,0.0395],[-0.836,-0.1976,10.3579,17.1121,-3.6489,-1.2356,-1.5647,-0.6412,0.1217,-0.8857,0.4273],[-0.4104,-0.1675,12.0502,16.5703,-2.4659,-1.5402,-0.7078,-1.1803,0.1938,-1.131,-0.0593],[-2.7184,-0.2881,9.2417,20.1146,-0.8397,-0.475,0.1356,-1.2051,0.0726,-1.0454,0.0748],[-4.0634,-0.5302,9.669,22.4221,-1.4491,-2.0714,0.493,-0.8704,0.0244,-1.047,0.1365],[-4.5411,0.8483,10.842,22.2953,-2.2272,-2.3009,1.6143,-0.5112,-0.0217,-1.0039,-0.2744],[-4.0874,0.4133,11.7121,17.8347,-1.6705,-1.4186,-0.0544,-0.3561,-0.1046,-1.0633,-0.1375],[-0.3014,0.5871,10.1786,16.648,-2.3465,-0.9381,3.1298,-0.7791,-0.2666,-0.8929,-0.1635],[-1.1972,0.354,10.4674,18.7968,-2.9564,-1.8279,-1.5263,-0.6833,-0.1501,-1.1195,0.341],[-0.7569,0.4066,12.569,16.9979,-1.7278,-2.61,-0.834,-1.3933,-0.0514,-1.4099,-0.2222],[-0.5867,0.4473,8.779,20.529,-2.0032,-3.15,0.6082,-0.8302,-0.2901,-1.619,0.0108],[-1.1555,0.6766,12.1604,17.7578,-1.6443,-2.1527,1.5376,-0.3425,0.0484,-1.7569,-0.4264],[0.4706,1.3885,15.7166,13.4486,-0.5455,-2.3856,-1.3188,-0.4142,-0.0659,-1.6108,-0.385],[-1.7307,-0.7353,10.3947,20.4337,-0.7576,-1.4353,0.2447,-0.9308,0.1087,-1.6298,-0.1834],[-1.1986,1.1425,9.1943,21.553,-1.5084,-2.2446,1.284,-0.9958,-0.0403,-2.3709,-0.1937],[-3.274,0.2589,12.593,20.1878,-2.1199,-1.2738,0.5138,-0.6067,0.08,-1.6647,-0.3252],[-2.114,0.714,11.2828,17.7059,-1.7261,-0.9473,0.543,-0.5327,-0.0606,-0.7335,-0.587],[-4.3544,0.4627,9.711,21.3569,-1.7046,-3.1622,0.7876,-0.9246,0.1986,-1.4208,-0.0819],[-2.9908,-0.0871,11.1708,22.5275,-1.8468,-1.0802,1.9029,-0.435,0.2702,-1.2203,-0.1951],[-4.0342,0.2666,10.6741,17.9238,-2.3801,-0.7994,0.0171,-0.3096,-0.0327,-1.124,-0.2628],[-1.3957,-0.745,11.7112,18.2672,-3.2753,-1.0833,2.2104,-0.502,-0.0198,-0.9439,-0.0476],[-2.2469,-0.8556,10.8922,18.2875,-3.9342,-1.6026,-1.2732,-0.3439,0.0412,-1.2662,0.3974],[-1.36,-0.7719,12.7724,18.4445,-3.0085,-1.9495,-0.8321,-1.2181,0.0587,-1.4274,-0.1771],[-4.046,-1.5756,10.9702,22.0656,-2.5785,-1.6989,1.6862,-0.7267,0.2723,-1.0605,-0.0466],[-4.2196,-1.4477,13.1409,21.6503,-3.447,-1.4885,2.4053,-0.3454,0.4104,-1.0593,-0.4221],[-3.4219,-1.9839,17.2421,18.9304,-2.4227,-1.5393,-0.8721,-0.4196,0.2959,-1.3031,-0.3533],[-3.0442,-2.0648,13.305,22.5451,-0.4423,-1.6958,-0.5371,-0.8566,0.4129,-1.4827,-0.4838],[-3.8831,-0.3646,11.9684,23.011,-1.222,-2.1689,0.5738,-0.5035,0.2611,-1.4025,-0.3254],[-4.0715,-1.1832,12.5378,19.5544,-1.5875,-0.8902,0.8452,-0.4712,0.2819,-1.383,-0.5443],[-2.7098,0.1476,12.3253,18.7182,-1.6365,-0.4503,1.3594,-0.6322,0.1209,-0.7666,-0.5198],[-3.5607,-0.6495,10.0667,22.0164,-1.0599,-2.6777,0.818,-0.8916,0.1983,-1.219,-0.1161],[-2.0659,-1.0263,9.9669,22.3766,-1.1616,-1.0415,1.8742,-0.4826,0.0936,-1.364,-0.338],[-2.8,0.2973,10.292,17.4407,-1.0185,-1.0132,-0.0678,-0.6669,-0.1233,-1.2305,-0.2049],[-3.1376,0.2984,10.0078,16.959,-1.456,-0.9343,-0.6983,-0.9729,0.1109,-1.2113,-0.4073],[-4.4823,0.003,6.3157,13.6165,-0.9696,-1.7586,1.9865,-1.0584,0.3148,-0.8986,-0.1461],[-2.6506,-1.3977,9.564,18.5843,-1.1246,-1.1581,2.8861,-0.1389,0.3152,-0.9589,-0.2183],[-3.9128,-0.0344,8.2007,12.3496,-1.3844,-1.2195,0.0151,-0.7432,-0.0404,-1.2147,0.2436],[-2.6783,0.8539,9.2552,13.7599,-2.0379,-0.3178,-1.8184,-0.7783,-0.0813,-1.5108,0.134]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=cancel_reservation>\n<parameter=resource>\nnot provided\n</parameter>\n<parameter=slot>\n34\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=cancel_reservation>\n<一副resource>\nnot provided\n</parameter>\n<一副slot>分配\n</parameter>\n</function>\n</tool_call>","n_tokens":37,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0164","set":"practice","cohort":"valid_call","family":"unit_conversion","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_41813 {\"p_1_94\": 49}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_105, reference 047. These are not inputs to this request.\nCarry out this request: convert a length in meters to feet.\nNumeric length in the input unit: 49.","tools":[{"function":{"description":"Convert a length in feet to meters. Inert synthetic operation.","name":"fx_48097","parameters":{"additionalProperties":false,"properties":{"p_1_94":{"description":"Numeric length in the input unit","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_94"],"type":"object"}},"type":"function"},{"function":{"description":"Convert a length in meters to feet. Inert synthetic operation.","name":"fx_41813","parameters":{"additionalProperties":false,"properties":{"p_1_94":{"description":"Numeric length in the input unit","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_94"],"type":"object"}},"type":"function"}],"prompt_tokens":584,"decision":{"rms":0.39013938246757174,"sumsq":155.8607234582305,"hb":[0.07165,0.00874,-2.02708,0.23132,-1.4755,-0.07544,-0.59672],"lse":22.2737290268399,"logits":[12.669,11.306,12.477,14.645,14.326,14.434,17.406,12.346,13.838,14.057,13.835,16.988,10.523,8.264,13.634,8.736,7.347,13.298,9.864,8.065,17.301,9.461,13.083,12.55,11.08,9.29,8.62,7.854,12.028,8.798,9.147,13.9,11.157,8.044,12.453,14.471,9.622,10.653,9.176,13.906,12.491,9.243,7.955,10.181,4.11,6.186,1.746,11.063,4.685,12.834,3.756,6.549,8.742,6.649,11.698,5.095,8.132,12.484,9.058,5.288,5.669,12.08,3.431,9.013,9.557,9.077,3.052,7.019,-0.942,15.618,4.441,6.233,6.58,-2.511,8.818,3.332,6.618,5.107,5.268,10.668,8.838,7.091,5.237,7.559,13.078,3.877,5.784,4.592,8.567,9.593,1.623,4.645,16.185,11.942,1.411,3.919,10.78,-3.664,2.777,1.431,4.772,4.996,-2.311,5.201,-1.515,12.258,8.899,5.106,5.198,8.814,4.166,8.553,4.259,5.878,5.383,9.307,12.793,5.929,5.703,5.17,11.083,9.176,11.148,11.341,11.162,9.39,3.522,10.627,6.657,8.291,0.035,7.57,4.368,7.443,12.938,5.716,2.308,11.277,5.491,8.326,5.15,11.448,8.623,4.641,-2.399,4.079,9.354,2.065,12.879,2.481,-1.436,9.485,7.518,5.906,4.889,8.099,8.479,8.868,7.152,6.68,6.24,3.025,7.281,-3.825,5.511,4.01,8.521,10.285,-6.481,9.476,10.809,9.12,9.565,9.58,9.756,5.983,6.033,3.867,10.522,5.765,4.087,4.328,13.42,4.905,5.483,12.899,5.162,8.709,-3.041,8.423,8.565,3.654,9.201,15.239,3.68,5.178,5.915,7.889,7.047,3.525,3.527,9.59,4.939,2.176,10.425,6.545,9.584,4.64,5.977,10.634,4.346,9.005,10.649,1.763,3.785,5.845,-5.259,-1.307,6.966,2.856,5.531,4.865,4.9,1.225,-1.387,9.953,3.982,5.171,2.817,2.555,11.503,-0.448,2.563,3.674,7.784,7.312,3.143,9.721,3.911,6.124,11.108,4.402,2.739,0.674,2.418,10.637,1.21,-2.868,6.732,7.317,-3.395,8.602,5.988,8.035,5.612,-3.221,10.802,9.371,5.365,9.56,8.035,9.126,3.236,-0.51,5.314,6.871,13.665,9.462,4.79,10.93,-0.156,6.292,1.156,0.47,1.546,6.08,10.039,4.701,6.533,-3.148,7.896,8.495,-0.205,4.925,3.588,6.347,-1.871,4.706,10.053,7.881,6.71,7.359,8.759,7.35,8.809,8.465,8.773,10.033,11.548,7.768,7.373,4.669,6.013,6.32,4.484,2.765,5.555,8.328,0.338,8.394,7.734,4.712,9.795,3.674,-1.052,-1.872,6.719,8.051,-6.39,-2.266,4.518,7.495,13.471,7.806,9.935,8.891,-3.144,-1.885,4.657,8.29,11.878,7.416,1.97,9.781,9.078,5.56,7.824,1.645,3.293,4.782,-1.896,7.076,10.042,12.499,11.306,3.533,7.768,2.43,4.626,0.631,6.523,4.088,-3.566,3.536,7.441,9.616,7.146,9.45,7.782,7.803,0.556,4.765,-4.241,-2.379,8.469,10.287,11.575,3.248,1.609,2.219,6.913,9.249,0.649,3.94,7.969,4.813,2.561,6.516,5.297,11.067,2.933,-2.777,13.688,2.594,6.188,4.54,0.249,0.666,6.053,7.293,2.279,7.853,1.542,8.135,-1.148,7.385,6.419,3.168,-0.477,1.595,4.748,-5.134,5.374,1.705,8.883,-0.358,7.155,7.907,-3.509,-0.329,10.987,6.041,0.998,4.059,7.507,5.474,-4.081,11.479,8.392,8.316,3.373,8.574,-0.531,7.158,13.585,7.266,4.739,-0.543,9.157,-2.606,8.456,5.456,1.763,3.384,3.419,6.376,7.612,6.659,8.757,7.2,7.857,5.249,6.046,5.475,3.133,3.911,8.084,-2.084,8.315,1.399,6.242,0.371,6.386,-2.952,5.207,3.707,7.363,4.62,6.886,-0.142,2.647,7.592,10.763,3.531,8.126,1.773,-0.184,2.293,6.62,8.362,8.372,9.168,11.807,-1.552,2.031,3.497,-0.852,3.627,6.161,1.901,4.556,4.764,5.874,-1.369,6.206,8.528,-3.428,8.652,12.429,7.61,5.139,6.221,6.45,6.012,3.254,2.6,9.002,1.18,5.748,1.05,5.097,1.293,0.366,4.089,3.477,1.152,-0.438,3.918,7.484,10.058,4.606,7.281,1.144,1.421,5.008,1.478,5.692,10.751,4.78,6.467,6.715,3.626,2.485,-0.92,5.163,4.38,-1.112,0.354,-0.126,4.714,2.295,2.419,2.824,4.628,4.826,7.251,7.806,1.55,3.666,8.162,3.846,-0.135,-1.326,7.891,-1.496,7.358,8.25,5.103,6.642,7.03,2.228,7.213,-3.082,1.781,5.328,9.618,3.439,8.396,1.284,4.748,7.609,3.279,-2.417,0.587,4.157,7.286,3.943,3.006,6.765,1.221,-0.413,4.325,3.414,6.247,6.544,1.074,-2.547,7.04,7.058,1.949,2.948,7.884,6.48,-1.502,3.065,-0.424,7.167,-1.517,8.372,-2.485,10.242,6.754,-0.759,5.666,6.374,-0.148,3.54,1.761,1.979,10.81,0.225,5.991,6.244,4.173,9.263,8.173,0.403,-2.549,-2.717,0.525,5.944,6.284,5.688,5.432,-1.283,6.123,3.329,9.134,2.453,7.362,7.448,1.98,2.735,0.362,3.727,8.996,4.995,5.295,-2.076,2.741,2.288,2.526,2.698,2.593,7.471,10.178,6.017,0.536,0.066,3.295,9.536,-3.29,6.245,6.108,5.49,4.798,4.839,-1.36,1.39,0.291,-1.185,1.995,7.202,7.084,-5.946,0.16,-1.068,8.068,-2.624,1.41,6.378,4.898,4.966,6.009,1.456,6.777,5.12,-1.461,6.893,10.193,-3.285,-2.773,1.033,5.823,-0.824,5.003,7.358,4.832,0.161,3.206,2.877,1.105,3.395,6.649,0.899,2.035,-0.984,7.217,8.741,9.671,5.458,5.918,7.172,5.107,1.006,4.831,0.402,2.284,5.333,1.071,3.195,2.532,-0.861,-1.381,11.761,-1.544,3.979,2.406,-3.251,6.327,5.152,-2.099,5.341,7.635,1.223,0.988,2.362,4.859,3.955,1.756,0.263,1.602,3.648,2.837,0.69,7.658,-3.01,7.471,6.64,2.919,4.749,-1.19,1.134,3.93,-0.228,5.967,5.297,1.197,8.357,-0.641,1.553,3.815,3.765,3.406,3.497,2.121,1.321,2.499,3.202,-0.995,-0.494,6.911,-1.424,0.489,2.349,1.061,-1.832,2.188,4.448,-0.875,1.996,-2.796,0.099,5.796,2.235,2.249,0.776,1.588,-1.15,1.045,-2.329,-3.514,4.035,7.134,0.405,-1.609,3.076,6.323,2.229,4.329,8.226,-2.904,2.572,3.214,4.023,0.633,7.082,0.606,4.73,-0.248,9.157,1.167,-2.268,2.859,0.635,3.437,-0.115,-0.184,0.449,-0.177,2.568,4.5,-0.765,3.535,2.105,2.063,-0.747,-2.426,-2.103,-0.507,2.896,2.203,2.877,1.246,2.139,-0.558,5.425,0.109,0.642,3.136,0.488,2.113,1.597,3.741,3.716,4.423,-3.384,1.965,-2.039,0.025,1.635,-3.237,2.266,1.392,0.751,1.237,-0.299,-1.031,-0.142,10.791,6.351,2.753,1.794,4.607,4.033,2.544,-0.189,-1.717,2.605,1.429,-1.743,1.054,-0.898,-3.491,1.833,1.822,-0.193,-1.251,1.936,-2.689,-3.635,2.028,-3.215,-2.394,-1.875,-1.94,1.804,-3.308,-2.109,-1.842,2.895,0.71,0.137,-0.612,-0.605,-2.987,1.556,3.588,-0.195,-2.633,-4.388,1.797,-1.607,-0.199,1.51,0.71,0.653,1.204,-2.665,-1.206,3.662,4.628,-2.616,0.561,5.489,3.016,-0.653,-3.089,0.059,-0.294,-1.233,2.882,-1.345,1.323,2.606,5.182,0.26,1.074,4.474,1.302,-0.949,3.1,-2.399,2.354,-0.12,-2.074,2.093,-0.344,1.786,-0.128,-3.838,-1.808,2.836,0.828,-1.993,-1.172,0.907,3.235,0.549,3.678,-1.385,1.344,-0.259,-0.041,0.217,0.48,4.437,-1.693,0.814,3.263,-1.915,1.471,2.782,4.642,0.361,3.426,-1.133,1.883,-0.175,-0.466,3.55,1.608,2.826,0.46,-0.699,2.358,-2.304,-2.329,-1.976,-3.852,0.583,-2.566,-0.269,-3.141,1.096,-0.134,-0.927,7.531,3.415,0.693,2.498,3.579,0.251,0.334,0.362,3.359,-0.811,-1.837,2.801,0.747,2.233,0.833,1.571,1.532,4.198,-2.601,3.054,-0.269,-2.281,0.521,-4.537,0.953,0.623,1.768,-0.783,3.733,3.352,3.723,-0.284,2.501,2.266,0.434,4.883,-0.936,2.765,4.455,-3.838,-1.885,-1.148,1.037,-3.271,-0.412,-0.859,-2.163,-0.183,-2.15,0.052,-1.262,0.157,-1.007,0.898,3.083,1.562,0.023,5.162,1.173,-4.434,9.331,22.238,12.59,10.394,10.036,14.951,13.597],"base_top":[[248058,22.238],[19,17.406],[40,17.301],[27,16.988],[1206,16.185],[760,15.618],[4520,15.239],[248068,14.951],[16,14.645],[69,14.471]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,19,16,23,16,18,29,198,27,15704,16874,62,16,62,24,19,29,198,19,24,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","4","1","8","1","3",">","\n","<","parameter","=p","_","1","_","9","4",">","\n","4","9","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-4.5042,-3.0249,3.3974,1.4599,-1.5243,0.8306,-0.8783,0.1388,0.2297,-0.8702,0.1349],[-5.049,0.0006,7.1528,14.4958,-0.8052,-2.0472,1.9772,-0.787,0.0752,-0.7007,-0.5347],[-5.5044,-1.161,11.6906,18.8179,-1.4421,-1.1275,-0.0588,-0.1949,0.1023,-0.8429,-0.2719],[-2.4946,-2.159,9.8647,15.9765,-1.8146,-0.6338,1.7156,-0.7214,0.1453,-0.6007,-0.0875],[-3.1595,-2.6415,10.2138,15.7575,-2.0879,-0.7918,-0.6958,-0.667,0.3049,-1.0719,0.6002],[-1.7446,-3.3841,9.4291,14.9769,-0.8954,-0.3707,0.5849,-0.8417,0.6003,-1.1545,0.1469],[-4.1751,-2.8758,12.015,21.3855,-2.0971,0.311,-0.8037,-1.3661,0.4015,-1.527,0.0391],[-3.2537,-2.6148,16.0751,20.0945,-0.5471,-0.1848,-1.3637,-0.7453,0.1548,-1.6455,-0.454],[-3.255,-1.9591,14.1674,19.7627,-0.0723,-0.7074,-1.0199,-1.2889,0.1238,-1.884,-0.2097],[-4.0052,-3.2681,13.4717,20.6384,-0.5733,-1.0891,-1.5597,-1.4579,-0.2673,-1.7978,-0.4385],[-3.9211,-2.9937,12.6597,19.2231,-0.6457,-0.8623,-1.7291,-1.5581,0.044,-1.177,-0.3721],[-4.9895,-2.0731,10.6815,20.9869,-0.7631,-2.2633,0.2162,-1.7976,0.1281,-1.5952,-0.3221],[-5.4429,-1.09,10.0125,21.8854,-1.2012,-1.9561,0.8127,-0.629,0.1542,-0.8962,-0.1128],[-6.1239,-0.5113,9.7178,21.991,-1.6768,-1.8617,1.1866,-0.1188,0.251,-0.7586,-0.4267],[-4.8884,-0.4505,9.788,16.606,-1.3268,-1.2474,-0.0796,-0.2172,-0.0748,-0.9562,-0.2805],[-1.7876,-1.0393,9.4745,17.124,-2.3904,-1.3653,3.2323,-0.2282,-0.0123,-0.7711,-0.5333],[-2.5797,-2.0039,10.1367,20.0773,-2.8016,-1.3526,-1.116,-0.763,0.0239,-1.0154,0.1076],[-4.3569,-1.7251,10.9681,22.3168,-2.5606,-1.4206,0.4379,-0.9375,0.3128,-1.2297,-0.3077],[-3.1054,-2.619,14.5193,22.5168,-2.3338,-1.4875,-0.565,-0.3713,0.1712,-1.3674,-0.7405],[-3.552,-2.4057,11.3432,21.656,-2.0238,-1.1239,-0.0036,-1.2843,0.2383,-2.1553,-0.115],[-3.0265,-3.1421,15.0193,20.5641,-1.6007,-2.0724,-0.6899,-0.3551,0.1497,-1.6778,-0.5761],[-3.4067,-2.4466,12.4483,22.1115,-0.6095,-2.6604,-0.1506,-1.0177,-0.0091,-1.5155,-0.2804],[-5.021,-1.3221,11.9342,23.0657,-1.8533,-2.8695,1.3955,-0.8256,0.076,-1.2864,-0.1637],[-3.4158,-1.9825,14.2075,21.099,-3.4593,-1.6438,1.4334,-0.4254,0.3381,-1.1754,-0.5819],[-2.1031,-2.3794,17.8341,17.7126,-1.7494,-0.2089,-2.5773,-0.2265,0.2324,-1.1751,-0.326],[-3.0913,-1.8304,12.6592,19.4253,-0.1983,-1.5092,-0.3102,-0.6158,0.0374,-1.5869,-0.3796],[-4.5745,-1.0096,11.9596,20.7971,-0.9878,-1.0107,-0.1566,-0.4684,0.198,-1.5593,-0.3551],[-4.5686,-1.8174,12.8477,18.3567,-0.7841,-0.5998,-0.0656,-0.3918,0.255,-1.3532,-0.704],[-3.6152,0.0843,11.2055,16.7221,-1.5494,-0.5351,1.0232,-0.315,0.0423,-0.6149,-0.5698],[-4.0195,-0.0856,8.893,21.1851,-0.9226,-2.8108,0.7561,-0.9234,0.1505,-1.0298,-0.2482],[-3.1026,-1.9328,11.4197,20.1409,-1.9332,0.2237,0.6503,-0.6707,-0.0705,-1.3718,-0.2642],[-4.1475,-0.4723,10.1563,16.7538,-0.7701,-0.7669,-0.0364,-0.6525,-0.0796,-1.042,-0.4568],[-1.7414,-0.8968,10.1342,18.1187,-2.3225,-0.7355,2.9862,-0.3306,-0.0738,-0.7548,-0.4921],[-2.4952,-1.4226,10.3451,21.3995,-2.2369,-1.5748,-1.2181,-0.6874,-0.1549,-1.0749,0.0461],[-2.744,-0.4063,10.5738,19.8339,-1.5201,-2.7047,-0.6678,-0.7311,-0.0096,-1.2812,-0.1801],[-4.6294,-1.9703,10.9545,21.9314,-0.7695,-1.8731,-0.2657,-0.849,-0.0978,-1.4854,-0.1292],[-3.6219,-1.321,13.337,19.8538,-2.2904,-1.3646,0.7369,-0.1536,-0.0454,-1.1844,-0.1818],[-1.9231,-1.5553,16.6422,16.6645,-1.1194,-1.4091,-1.4628,-0.6371,-0.0421,-1.3665,-0.2315],[-4.8968,-1.6274,11.3775,22.6085,-1.7187,-1.8328,1.2076,-0.6589,0.0521,-1.4967,-0.2431],[-4.7159,-1.568,12.4522,18.634,-2.0134,-1.05,1.1315,-0.4744,0.3425,-1.1909,-0.6658],[-2.8051,-0.2003,11.1484,15.2658,-1.4658,-0.5472,1.3819,-0.6166,0.1845,-0.6059,-0.7228],[-3.795,-0.0677,8.2178,19.8893,-0.2717,-2.5554,0.0478,-0.7916,0.3555,-0.9958,-0.0802],[-4.0,-2.2311,11.3905,20.2644,-1.8546,-0.809,1.0981,-0.6965,0.1358,-1.3889,-0.312],[-5.2674,0.051,11.4779,18.1135,-0.643,-0.6708,-0.4121,-0.6227,0.0348,-0.908,-0.2745],[-4.2451,-0.0354,9.4425,15.9443,-1.277,-0.6939,-0.3984,-0.6997,0.0788,-0.8715,-0.4018],[-4.6019,-0.2165,5.5873,12.6185,-0.4598,-1.6501,2.192,-1.2098,0.3103,-0.7655,-0.1928],[-4.0236,-3.4094,10.2582,16.5242,-1.722,-0.3548,1.9519,-0.3419,0.3173,-1.1458,-0.1225],[-4.5449,-0.9285,9.2471,13.0102,-1.9527,-1.1663,0.5067,-0.7761,-0.0028,-1.1494,-0.0215],[-3.9405,-1.1573,9.7899,13.3781,-1.8684,-0.3826,-1.4215,-0.9567,-0.1373,-1.653,0.0243]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_41813>\n<parameter=p_1_94>\n49\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_41813>\n<parameter=p_1_94>\n49\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_41813>\n<parameter=p_1_94>\n49\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_41813>\n<parameter=p_1_94>\n49\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_41813>\n<parameter=p_1_94>\n49\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0238","set":"practice","cohort":"no_tool","family":"unit_conversion","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_847, reference 079. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to convert a length in meters to feet. Do not access or change stored data.\nNumeric length in the input unit: 44.","tools":[{"function":{"description":"Convert a length in meters to feet. Inert synthetic operation.","name":"fx_62017","parameters":{"additionalProperties":false,"properties":{"p_1_14":{"description":"Numeric length in the input unit","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_14"],"type":"object"}},"type":"function"},{"function":{"description":"Convert a length in feet to meters. Inert synthetic operation.","name":"fx_16841","parameters":{"additionalProperties":false,"properties":{"p_1_14":{"description":"Numeric length in the input unit","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_14"],"type":"object"}},"type":"function"}],"prompt_tokens":601,"decision":{"rms":0.3844083387369212,"sumsq":151.31522139185108,"hb":[0.03509,-0.08558,-1.62813,0.09215,-1.13568,0.06007,-0.35843],"lse":21.617482738078266,"logits":[15.922,12.502,13.405,15.329,14.259,14.479,17.868,12.222,13.629,13.447,13.382,15.662,15.21,8.464,14.995,9.661,10.023,14.849,8.901,10.329,17.738,10.276,15.019,13.542,10.499,11.642,10.114,8.56,13.726,10.409,8.197,14.131,14.564,11.213,13.071,14.013,9.562,11.132,8.075,13.688,12.232,8.467,8.005,10.399,4.739,6.533,6.437,10.483,3.945,15.397,3.35,5.313,8.243,5.918,15.305,4.8,9.345,11.136,11.79,6.162,4.479,16.043,3.625,5.944,8.66,9.1,4.192,10.135,-0.723,18.606,5.949,6.882,9.117,-3.268,14.173,4.19,8.975,6.369,7.787,14.147,9.791,7.243,9.6,10.279,19.168,4.684,5.154,3.927,12.313,10.359,3.126,6.207,20.742,10.475,4.332,8.029,12.925,-2.485,1.714,2.38,8.807,7.315,-0.061,4.98,-0.553,14.17,12.426,4.362,6.056,10.346,4.908,10.42,9.709,6.52,7.328,12.353,17.024,8.509,8.376,6.463,13.909,13.206,13.663,14.29,16.02,9.223,2.762,11.808,8.957,10.276,1.772,10.63,3.041,9.835,11.669,6.504,4.704,15.273,2.381,10.929,7.528,15.162,11.057,5.635,0.137,7.507,13.342,0.112,15.143,2.471,-3.065,13.632,5.665,6.766,9.035,10.017,9.072,6.029,10.401,9.043,9.328,3.422,9.943,-4.558,11.115,4.18,9.52,10.286,-6.471,7.404,13.277,13.742,15.429,9.362,8.237,7.059,6.732,6.996,13.796,6.611,8.898,5.733,10.179,2.541,6.901,13.203,7.865,10.777,-2.767,11.769,11.071,3.571,14.859,12.709,2.591,7.949,8.124,13.438,9.749,3.379,7.615,10.558,5.067,0.909,11.401,8.257,9.603,5.762,4.883,13.517,3.473,11.894,13.515,2.128,6.394,4.547,-7.387,-1.414,4.433,2.791,5.677,5.128,9.312,1.791,0.892,12.41,6.665,6.291,2.66,4.488,11.072,-4.016,1.484,8.08,9.79,9.015,2.462,11.512,7.65,9.272,7.59,2.948,3.682,1.729,3.444,9.597,1.003,-4.528,9.409,8.589,-1.322,8.107,9.786,13.26,8.353,-3.575,11.749,10.34,7.768,12.279,8.647,9.225,3.651,0.64,3.502,5.941,10.013,10.627,7.46,15.017,-0.705,3.452,0.366,0.605,1.83,8.989,15.273,6.769,9.037,-2.537,8.774,10.362,1.297,5.691,9.081,8.021,-3.482,4.537,10.95,11.961,6.883,10.405,11.011,8.721,8.828,8.554,11.192,12.933,13.781,10.998,11.691,5.98,8.399,10.322,4.603,6.105,6.522,10.165,-1.215,11.932,9.645,4.53,13.723,4.766,-2.906,-2.599,10.585,6.912,-5.946,-1.844,5.45,8.345,15.567,8.977,10.813,9.813,-5.494,-1.325,8.944,8.926,16.489,8.261,3.599,13.834,11.709,2.935,10.493,3.151,4.025,6.188,1.238,7.375,11.413,12.197,10.311,2.649,8.58,2.589,3.983,0.653,7.573,4.468,-4.066,0.181,4.696,11.927,8.555,12.967,8.95,9.808,0.082,9.626,-2.678,-2.201,12.062,9.879,12.067,4.379,3.48,2.528,10.91,4.692,1.759,6.905,11.277,5.571,6.455,10.517,6.438,14.171,1.942,-1.896,14.747,2.534,9.22,7.108,0.213,0.586,6.622,9.721,5.313,10.065,5.482,12.941,0.035,11.142,8.389,6.048,0.952,2.222,3.113,-4.407,7.663,6.834,10.282,1.884,6.853,9.914,-3.285,0.636,13.36,5.934,1.006,4.594,10.818,8.759,-2.938,9.445,9.405,10.711,4.108,10.51,1.086,6.137,12.212,9.583,3.813,-1.885,12.694,-2.061,11.319,7.95,0.815,2.774,1.811,6.136,7.678,6.177,10.783,10.889,10.822,8.131,7.145,6.208,3.593,4.445,9.301,0.014,11.879,1.645,10.06,-0.288,10.428,-1.681,2.822,4.356,10.333,9.097,8.836,-0.863,2.425,11.974,11.515,4.227,9.331,2.26,1.8,1.471,6.874,8.726,9.052,11.618,15.034,-1.924,1.855,3.123,1.568,7.08,8.483,2.198,7.437,7.564,11.364,0.849,8.404,12.729,-1.056,10.05,13.996,9.038,6.457,5.89,8.767,6.448,6.344,5.723,11.742,-0.106,9.439,0.039,6.338,3.721,4.644,7.08,2.114,3.399,0.635,9.786,11.981,11.848,7.061,11.496,2.184,2.657,11.105,1.597,6.606,13.986,7.395,8.906,9.398,2.265,3.663,-1.283,5.688,9.727,0.234,-0.195,3.304,7.834,3.52,7.444,4.053,1.439,4.611,15.11,8.372,1.281,8.017,10.121,8.884,1.253,-1.812,9.024,-2.221,9.604,12.286,9.855,8.012,5.515,0.678,11.508,-1.025,1.837,6.753,11.923,3.791,11.505,0.656,8.083,8.535,1.082,-3.791,2.683,7.927,10.916,6.407,5.383,9.452,2.041,-0.122,5.495,4.647,10.82,9.261,2.215,-3.294,9.271,6.564,1.627,0.473,8.325,6.785,0.124,2.969,-2.59,7.48,0.107,7.197,0.667,13.064,7.184,-0.492,7.012,6.082,1.264,3.695,0.606,2.964,11.752,1.806,8.59,10.88,6.333,11.169,10.682,2.685,-3.181,-0.499,0.979,11.943,7.265,6.16,10.365,0.804,4.976,1.227,9.971,6.359,8.365,10.436,2.793,5.165,0.501,6.927,10.984,6.976,7.246,-1.463,2.373,0.294,3.314,1.521,6.517,8.322,10.727,9.179,-0.137,-0.055,4.614,12.306,-0.08,6.851,8.843,6.481,7.86,7.015,-1.171,5.316,3.63,0.3,4.046,9.696,10.779,-1.898,1.908,1.901,10.84,-3.604,3.839,10.09,6.573,7.106,9.958,3.232,6.664,7.52,0.346,10.886,14.221,-5.786,-2.31,3.69,10.186,0.571,9.4,9.804,2.613,2.443,2.801,4.21,1.492,5.291,8.259,1.707,1.687,-0.241,10.466,10.807,12.657,7.247,13.463,13.56,9.362,2.403,7.451,1.186,1.494,9.677,-1.007,7.177,2.764,1.435,-1.391,12.342,-1.204,8.095,0.2,-2.407,6.405,8.36,-0.865,10.052,10.852,1.835,1.037,5.475,3.707,1.859,3.828,0.896,2.075,5.877,1.604,1.48,11.05,-3.541,10.49,8.435,3.217,7.218,1.891,2.62,6.131,0.502,9.482,9.02,1.156,10.626,1.88,1.667,4.593,6.013,2.138,8.681,-0.322,2.566,2.854,8.254,1.574,0.194,10.147,-2.403,2.108,3.59,1.173,-2.121,1.297,5.96,1.096,2.195,0.176,-0.064,8.908,4.659,2.425,1.249,1.768,-2.124,2.14,0.125,-4.279,5.786,10.613,-1.859,-1.57,8.536,8.026,3.128,9.436,11.323,-1.758,3.727,8.428,5.632,2.884,10.063,-0.946,9.402,0.543,10.914,0.938,-3.016,1.951,0.586,2.697,-1.628,1.142,-0.546,0.65,2.939,3.991,-1.177,3.079,3.004,3.154,-0.257,-3.822,-1.858,-1.25,4.055,3.175,2.635,3.74,1.634,2.631,5.59,1.13,0.773,2.347,0.673,2.283,1.545,4.721,1.882,3.838,-3.467,1.346,1.481,-2.887,1.789,-3.096,1.348,5.357,1.001,0.286,1.548,-2.299,0.219,8.774,5.843,3.221,0.63,3.42,2.89,3.66,-0.049,-1.667,1.342,2.379,-1.02,3.758,3.138,-2.879,0.645,0.288,-0.704,-0.51,1.844,-1.501,-2.947,1.37,0.644,-2.453,0.51,0.18,1.268,-2.433,-1.108,0.057,1.308,0.408,0.971,0.203,2.169,-2.183,-1.555,4.326,0.815,-3.84,0.381,1.506,-1.089,-0.177,1.332,2.294,1.171,1.126,-1.4,-1.834,2.784,4.345,-1.2,1.116,5.115,2.326,-1.286,-0.942,0.001,-1.0,-4.235,2.297,-1.146,1.599,2.783,4.21,1.61,0.336,2.74,1.861,0.743,2.954,-2.196,0.804,0.44,-2.498,1.967,-1.035,1.459,0.362,-3.594,-3.194,2.784,2.193,-1.706,0.374,1.762,3.171,0.195,4.276,-1.312,1.293,-0.538,1.599,0.129,0.763,4.305,-2.387,1.158,3.659,-1.304,0.247,2.06,5.078,0.821,0.953,0.746,1.253,-1.156,1.146,2.688,0.073,1.157,1.266,-0.019,1.251,-0.618,-2.037,-2.256,-4.557,2.291,-1.165,1.513,-1.682,2.023,-2.394,1.266,4.941,0.877,0.374,2.09,3.672,1.379,0.565,-0.356,1.203,-1.3,0.23,4.075,-0.607,2.558,1.402,1.248,1.971,3.827,-3.216,5.141,-1.597,-0.845,0.002,-5.717,-0.406,4.519,2.029,0.052,1.781,2.155,6.959,-0.569,2.772,2.543,0.137,2.907,-0.773,0.714,2.39,-3.389,2.986,-1.412,-0.056,-2.337,0.483,0.302,-0.692,2.155,-2.115,1.468,-1.718,-1.137,1.09,1.282,3.668,-0.375,0.044,4.089,1.801,-4.094,8.852,20.363,7.609,8.378,8.808,16.635,13.404],"base_top":[[1206,20.742],[248058,20.363],[1073,19.168],[760,18.606],[19,17.868],[40,17.738],[1919,17.024],[248068,16.635],[12189,16.489],[623,16.043]]},"positions":{"tokens":[1206,5335,264,2984,314,220,19,19,19434,310,7303,11,488,628,958,279,13996,5224,13,271,248058,198,27,1628,17572,87,62,16,21,23,19,16,29,198,27,15704,16874,62,16,62,16,19,29,198,19,19,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["To"," convert"," a"," length"," of"," ","4","4"," meters"," to"," feet",","," you"," can"," use"," the"," conversion"," tool",".","\n\n","<tool_call>","\n","<","function","=f","x","_","1","6","8","4","1",">","\n","<","parameter","=p","_","1","_","1","4",">","\n","4","4","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[1.9532,-4.0706,2.4375,2.2534,-1.4457,0.9852,-0.0526,-0.1361,0.0831,-0.7875,-0.0556],[2.1397,-3.3969,7.9018,18.6099,-2.043,-0.547,0.3364,-1.6256,-0.0138,-2.3046,-0.2744],[-0.1887,-3.5013,8.3961,18.1513,-1.9742,0.2523,-1.5684,-1.3903,0.4821,-2.3761,0.1826],[-0.6439,-3.2569,8.4804,18.6087,-1.7052,-0.3861,-2.1722,-1.3866,0.1411,-1.772,0.0247],[-0.6989,-2.9055,6.7516,17.2058,-0.1328,0.7267,-1.7091,-1.509,0.0768,-2.5572,0.0157],[-0.9163,-2.3982,10.2882,18.7373,-3.3722,0.7558,-1.2372,-1.0846,0.6913,-2.1465,-0.0976],[0.0363,-3.3715,14.0638,16.4212,-1.792,0.6523,-1.5235,-0.5665,0.3899,-1.5201,-0.3346],[-0.9447,-2.5415,9.0705,14.6166,-0.6023,-1.1035,-1.899,-0.8712,0.0985,-1.7988,-0.3094],[-1.5466,-1.5213,7.5925,13.3425,-1.3482,-0.7199,-1.6196,-1.1945,0.0891,-1.7802,-0.1775],[-2.6579,-3.1031,9.2299,20.1897,-2.4399,-0.1349,-0.4282,-1.4575,-0.2891,-2.7619,0.0263],[-2.3208,-2.5315,10.6304,19.4031,-2.4178,0.027,-2.3954,-1.4203,0.1477,-2.0059,-0.3891],[-0.0886,-2.0708,4.9206,17.5529,-1.6926,-0.2092,-0.2287,-1.5903,-0.2421,-2.3964,-0.1392],[1.9326,-3.9342,2.6119,14.7942,-2.3137,-0.0962,0.8555,-1.497,0.233,-2.2971,0.0097],[1.963,-2.1726,4.616,14.4763,-2.8693,0.8241,2.6319,-1.3062,0.0355,-2.1043,-0.15],[1.4552,-2.4947,5.2393,15.7431,-2.8941,0.7516,1.6223,-1.6557,0.1365,-2.2765,-0.0235],[-1.2842,-3.3193,3.8546,16.6698,-0.7145,0.4225,0.4013,-1.7189,0.264,-2.4104,-0.1366],[-2.0975,-3.3284,4.1819,15.5451,-0.1574,0.7151,1.1599,-1.3918,0.1009,-1.6383,-0.2293],[-2.1897,-3.0495,4.4178,16.9939,-0.3933,0.5869,0.8822,-1.3248,0.127,-2.177,-0.2126],[-2.4521,-3.9143,3.1009,14.5208,0.448,1.1401,1.1173,-1.3031,0.2199,-2.3079,0.029],[1.1242,-4.0941,-1.7164,7.9876,-0.6044,-0.6264,1.4431,-1.0821,-0.0597,-1.4447,0.1122],[-1.4904,-2.9836,-0.1249,0.676,-0.5242,-0.1485,0.3433,-0.4785,-0.0288,-1.0301,0.1532],[-4.9512,0.6585,6.938,13.7849,-0.6353,-1.5132,2.1243,-0.7229,0.2813,-0.4209,-0.5903],[-5.4308,-1.8706,10.7008,17.7102,-1.2395,-0.6528,-0.0889,-0.1189,0.2338,-0.7557,-0.2953],[-2.5373,-1.9271,10.5371,16.5845,-1.7537,-0.9084,1.6369,-0.9351,0.1445,-0.6433,-0.1204],[-2.8456,-2.4169,9.9159,14.7097,-1.9301,-1.3638,-0.756,-0.7167,0.3255,-0.9966,0.6349],[-1.6474,-3.3661,9.298,14.721,-0.9656,-0.5953,0.4742,-0.8254,0.6039,-1.0702,0.0864],[-3.6639,-1.8157,11.5892,20.6509,-1.7527,0.1054,-0.4668,-1.322,0.2779,-1.4625,0.0363],[-2.2779,-1.82,15.9687,20.4763,-1.3691,-0.8058,-1.4764,-0.8068,0.1821,-1.402,-0.4972],[-2.7288,-2.1236,14.5873,21.3525,-2.034,-1.9785,-2.5809,-1.4216,0.0462,-1.6741,-0.3812],[-3.1091,-3.399,13.5239,20.7995,-0.9291,-2.1565,-0.0753,-1.0032,0.0595,-1.5327,-0.4651],[-3.9864,-2.791,13.5485,19.7757,0.5917,-1.7978,-1.2286,-1.5589,-0.1946,-1.4276,-0.6484],[-4.1525,-1.6675,11.5776,21.4613,0.1833,-1.632,-0.0807,-1.6597,0.2188,-1.5469,-0.1501],[-5.3223,-0.8668,9.9059,21.6175,-1.0943,-2.25,0.4676,-0.7181,0.14,-1.0289,0.0117],[-5.4774,-0.4581,9.8163,22.2546,-1.5075,-2.0497,1.3223,-0.236,0.1714,-0.9037,-0.3903],[-4.5921,-0.4451,9.783,16.7209,-1.2132,-1.0491,-0.4404,-0.3436,-0.1259,-1.0515,-0.3033],[-1.454,-1.1638,9.4753,17.3906,-2.4263,-1.3825,3.0505,-0.2753,-0.0687,-0.846,-0.5433],[-2.0632,-1.7506,9.8842,19.9809,-2.5619,-1.4742,-1.2252,-0.7821,-0.0001,-1.0043,0.1293],[-4.0427,-1.3107,10.4969,21.6008,-2.6762,-1.3299,0.4108,-0.9796,0.2433,-1.2707,-0.2596],[-3.3665,-2.6228,14.2708,22.4839,-2.6016,-1.5641,-0.3099,-0.368,0.0763,-1.4038,-0.6861],[-4.5827,-2.6494,11.2769,22.3012,-2.5004,-0.7767,-0.1649,-1.2762,0.1183,-2.212,-0.096],[-3.4329,-3.5384,15.2182,21.5603,-1.9519,-1.0698,-1.149,-0.4679,0.2017,-1.7387,-0.5206],[-3.4039,-2.2333,12.2864,22.1107,-1.3357,-2.2532,-0.4511,-1.2724,-0.0473,-1.7006,-0.178],[-4.7819,-1.5384,11.4862,22.699,-1.9352,-2.5988,1.2909,-0.8385,0.1401,-1.3291,-0.068],[-3.227,-2.1436,14.6008,21.638,-3.4925,-1.2402,1.9339,-0.3488,0.3665,-1.1606,-0.5299],[-1.8974,-2.6985,17.9751,17.8616,-1.8003,-0.0808,-1.5548,-0.0701,0.2467,-1.1775,-0.3195],[-2.1022,-1.8196,13.143,20.1888,0.1922,-1.2197,-1.1362,-0.6716,0.1957,-1.5926,-0.3867],[-4.117,-1.3548,12.0326,20.1169,-0.8734,-1.0214,0.1535,-0.4864,0.1447,-1.547,-0.389],[-4.3722,-2.0559,12.6051,18.376,-0.9991,-0.3248,0.0234,-0.3681,0.051,-1.3861,-0.5657],[-3.2149,-0.235,11.6279,16.9106,-1.7262,-0.6156,1.0033,-0.3753,0.0141,-0.6817,-0.5598],[-3.9287,-0.2296,8.9025,21.2876,-0.8567,-2.7976,1.0565,-0.9352,0.1547,-1.1436,-0.2102],[-2.8139,-2.0776,11.0689,20.1742,-2.1403,0.1439,0.8062,-0.7463,0.005,-1.5623,-0.2745],[-3.9934,-0.549,10.2572,16.7818,-0.7597,-0.7141,0.1674,-0.7471,-0.1134,-1.1643,-0.4634],[-1.4465,-0.9072,10.1415,18.0571,-2.3955,-0.8473,2.9633,-0.3338,-0.0911,-0.7755,-0.5333],[-2.3014,-1.4098,9.9395,21.2077,-2.0248,-1.6478,-1.1501,-0.7269,-0.1385,-1.1061,0.0239],[-2.627,-0.3262,10.5511,19.7394,-1.428,-2.7988,-0.6011,-0.7849,-0.0299,-1.3463,-0.1208],[-4.652,-2.0742,11.2078,22.1351,-0.6944,-1.9048,-0.0721,-0.9621,-0.0973,-1.5457,-0.0874],[-3.4447,-1.6241,13.3493,19.6234,-2.2756,-1.4081,0.8311,-0.2673,-0.0033,-1.1921,-0.2239],[-1.8842,-1.7521,16.5888,16.3451,-1.0442,-1.4362,-1.4475,-0.7514,-0.0122,-1.3922,-0.2802],[-4.8679,-1.7536,11.2062,22.6942,-1.7343,-1.895,1.3365,-0.7633,0.0613,-1.5791,-0.2108],[-4.2553,-1.8616,12.4408,18.5885,-2.0965,-1.1048,1.4308,-0.4494,0.2906,-1.1821,-0.6007],[-2.7919,-0.5157,11.2983,15.61,-1.5294,-0.6241,1.6132,-0.5686,0.1773,-0.6438,-0.7229],[-3.8791,-0.3862,8.4575,20.1417,-0.3442,-2.5941,0.4198,-0.8099,0.3063,-1.0553,-0.0942],[-4.192,-2.4201,11.0738,20.7914,-2.1502,-1.3016,1.0435,-0.4611,0.253,-1.196,-0.4536],[-4.7977,-0.0673,11.2267,17.8208,-0.7197,-0.8207,-0.1671,-0.6561,0.044,-0.9868,-0.2435],[-4.1923,-0.2955,9.5382,16.1825,-1.377,-0.8152,0.2432,-0.6032,0.0309,-0.87,-0.4],[-4.3921,-0.3577,4.7828,11.2565,-0.1106,-1.7406,1.8706,-1.3187,0.3048,-0.9094,-0.1814],[-3.7614,-3.6039,9.902,16.045,-1.995,-0.6577,2.4949,-0.3173,0.471,-1.2817,-0.2143],[-4.4276,-0.6816,8.9359,12.4307,-1.6717,-1.0156,0.2605,-0.8393,0.0954,-1.2308,-0.0173],[-3.6574,-1.0355,9.7221,13.0628,-2.0984,-0.6602,-1.7561,-1.1779,-0.0889,-1.6044,0.0304]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"To convert a length of 44 meters to feet, you can use the conversion tool.\n\n<tool_call>\n<function=fx_16841>\n<parameter=p_1_14>\n44\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":69,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":1206,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"To convert a length of 44 meters to feet, you can use the conversion tool.\n\n<tool_call>\n<function=fx_16841>\n<parameter=p_1_14>\n44\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":69,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":1206,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"To convert a length of 44 meters to feet, we distribute the value across the two units using the conversion factor of approximately 3.28084.\n\n44 meters × 3.28084 = 144.35696 feet\n\nRounding to two decimal places gives approximately **144.36 feet**.","n_tokens":79,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":1206,"identical_to_original":false}}},{"id":"discovery-611401-0263","set":"practice","cohort":"ambiguous","family":"graph_direction","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_857, reference 084. These are not inputs to this request.\nCarry out this request: list vertices reached by edges leaving a vertex.\nVertex identifier: either \"spruce_446\" or \"spruce_4469\", with no preference specified.","tools":[{"function":{"description":"List vertices reached by edges leaving a vertex. Inert synthetic operation.","name":"fx_69735","parameters":{"additionalProperties":false,"properties":{"p_1_45":{"description":"Vertex identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_45"],"type":"object"}},"type":"function"},{"function":{"description":"List vertices with edges entering a vertex. Inert synthetic operation.","name":"fx_16577","parameters":{"additionalProperties":false,"properties":{"p_1_45":{"description":"Vertex identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_45"],"type":"object"}},"type":"function"}],"prompt_tokens":594,"decision":{"rms":0.4108358356545634,"sumsq":172.835925870575,"hb":[0.02733,-0.05003,-2.19057,0.19947,-1.64861,0.17803,-0.62564],"lse":23.279995532941356,"logits":[13.633,12.34,10.421,12.456,11.581,10.76,8.068,8.671,10.936,11.007,11.052,16.402,11.562,10.72,14.518,9.93,9.388,11.477,11.812,9.515,20.241,11.116,11.311,12.782,12.031,12.016,10.477,9.735,12.061,11.845,9.944,14.332,14.546,8.394,12.639,11.483,9.421,11.848,10.318,10.608,11.781,11.38,9.029,11.929,4.705,7.567,0.767,11.197,6.005,14.025,4.754,9.002,9.286,8.747,8.511,5.755,9.597,13.197,10.513,6.478,7.901,14.177,4.366,8.993,9.712,12.645,4.866,9.88,2.511,17.484,7.689,7.33,8.912,-1.029,8.651,1.994,13.257,7.95,8.072,9.346,9.053,9.895,7.914,8.233,10.701,5.533,6.908,5.203,9.77,12.549,2.749,4.951,16.161,12.884,3.37,6.659,13.368,-3.033,4.327,4.132,7.284,7.363,0.907,8.051,0.264,13.271,10.491,4.976,8.032,10.648,7.42,9.92,5.521,5.812,6.627,11.182,15.523,5.36,7.327,6.833,12.242,10.937,13.096,13.634,13.184,10.444,3.803,11.969,7.9,10.367,2.605,6.692,4.193,6.51,12.316,7.411,4.506,14.865,5.927,9.443,8.771,13.623,11.787,5.648,0.435,8.071,11.997,0.995,14.73,3.106,-0.372,9.195,6.899,7.984,7.594,9.643,6.621,9.257,9.362,10.619,8.106,4.706,9.977,-1.929,7.861,4.431,9.679,6.282,-5.381,9.561,12.476,10.996,12.509,8.244,9.009,5.053,6.285,6.497,11.771,8.753,6.49,4.166,7.541,3.77,7.777,16.665,5.12,11.181,-2.079,9.401,10.365,6.361,11.94,12.782,5.098,4.203,8.644,11.008,8.561,2.971,6.321,12.364,6.721,4.802,13.006,7.515,9.617,7.5,5.599,12.929,2.344,10.187,13.56,4.183,6.698,5.754,-5.54,-0.034,4.985,4.855,6.221,9.149,6.662,5.357,-0.658,5.878,6.766,5.674,1.968,4.804,10.595,-1.297,3.454,5.862,8.613,11.061,3.187,11.991,7.117,9.099,9.47,4.641,4.408,3.021,7.517,12.951,0.349,-3.89,6.671,8.561,0.241,12.235,8.392,8.451,7.242,-3.337,11.922,11.542,7.311,11.569,8.498,10.38,5.737,2.173,4.361,6.578,5.566,10.039,10.259,14.538,1.105,5.028,1.422,0.694,2.558,7.674,7.586,7.596,7.606,0.232,9.146,9.631,0.107,5.651,5.112,7.276,0.851,7.386,12.218,12.106,7.468,7.245,9.821,7.6,8.421,10.216,8.408,10.981,15.304,10.957,10.062,6.506,5.567,9.256,7.094,5.633,4.715,10.026,1.189,10.581,7.765,6.36,12.593,3.93,0.474,-2.827,8.61,8.522,-5.226,-0.946,4.2,10.142,8.794,8.04,9.99,9.838,-3.268,-0.781,6.935,9.152,15.289,9.145,3.18,10.861,12.199,6.872,10.059,2.158,2.992,5.781,-2.116,11.698,11.421,12.083,9.981,4.021,9.586,3.78,6.881,2.419,9.354,5.188,-1.61,6.06,10.279,12.971,8.221,10.539,11.518,9.181,1.999,4.38,-0.379,0.366,11.371,10.1,12.959,5.856,3.677,4.398,9.708,11.298,2.461,7.12,10.178,4.844,5.281,10.361,8.751,13.451,4.694,-3.371,14.913,4.552,7.893,5.814,2.606,3.516,8.738,10.646,4.342,9.452,6.131,11.622,0.776,8.777,8.922,3.441,2.004,2.043,3.384,-2.53,6.372,3.375,11.651,0.563,9.469,10.376,-2.318,3.014,10.633,9.364,0.438,5.369,8.992,8.963,-2.634,12.436,8.673,9.941,7.023,13.341,3.462,8.762,7.878,10.303,4.528,1.532,13.025,-1.181,13.387,8.428,3.627,4.989,3.064,5.881,7.403,6.48,12.207,10.56,9.084,7.091,6.638,4.854,3.376,4.689,10.518,0.937,11.57,1.741,8.031,-0.987,9.706,-1.975,4.804,3.884,10.367,6.665,5.542,0.913,3.224,10.321,9.839,6.148,8.163,2.403,0.242,2.379,8.728,7.918,8.129,12.156,7.781,0.269,2.963,1.763,1.59,7.624,7.836,3.438,7.137,5.89,9.34,0.551,7.222,10.554,-0.517,7.842,16.442,9.639,7.835,5.464,8.649,9.008,5.837,5.915,11.241,1.585,7.54,1.642,9.396,1.159,4.475,5.324,0.785,5.238,0.651,5.457,9.43,13.439,2.225,8.83,1.155,3.728,8.331,5.237,7.235,12.794,4.887,6.537,9.222,3.04,2.979,-1.561,5.602,6.377,0.535,-2.249,1.434,7.331,5.299,5.747,4.21,6.886,4.64,5.166,8.22,3.118,4.968,6.206,5.521,0.285,0.172,9.549,2.83,5.323,10.638,7.367,5.108,6.423,3.466,6.477,-1.794,2.362,6.426,10.469,4.712,11.103,2.888,9.041,9.909,5.819,-0.437,1.512,7.382,9.726,6.681,1.908,9.401,2.447,0.472,5.611,3.245,9.218,2.756,5.102,-1.226,6.409,7.004,0.89,3.611,7.584,9.202,0.011,4.566,0.897,7.311,0.897,9.923,-0.333,11.086,8.328,-0.976,4.691,8.628,-0.476,2.027,2.803,4.601,12.929,2.399,7.116,8.269,6.287,11.778,10.18,0.452,-0.506,-2.951,0.739,7.241,9.329,8.896,8.053,-1.118,7.421,2.682,7.412,5.583,7.374,10.695,4.958,4.272,2.329,5.827,12.543,4.986,8.246,-3.566,3.751,6.057,1.051,4.347,3.313,9.489,11.495,6.712,1.804,1.376,3.994,10.799,0.506,4.81,6.73,6.12,8.017,7.116,-3.041,1.91,2.779,-1.087,2.129,8.894,8.096,-4.524,1.657,-0.655,12.04,-1.943,3.304,9.034,8.718,7.285,8.761,1.796,7.763,7.442,-0.28,6.505,9.883,-5.004,-1.2,2.257,6.697,1.189,7.171,9.404,6.546,0.465,3.508,4.345,2.809,6.313,10.594,1.862,3.418,-0.451,10.293,5.996,8.543,4.905,6.198,9.976,7.342,3.246,6.714,2.675,4.172,6.884,1.748,5.845,1.876,1.084,-0.13,12.753,-2.076,6.53,3.527,-0.662,5.445,8.133,-2.114,8.512,11.202,1.143,0.795,3.425,4.699,6.473,2.296,3.947,1.441,5.36,4.253,1.965,8.802,-0.092,8.17,8.016,5.123,5.004,-1.047,3.189,3.673,1.049,8.099,8.276,2.617,12.769,1.007,3.48,5.569,6.211,4.892,7.282,3.02,0.418,3.267,6.047,0.756,-0.022,8.223,-1.762,0.667,6.611,2.586,-2.637,3.761,5.088,0.894,2.765,-1.668,1.8,9.745,5.398,3.535,-0.986,1.902,0.131,3.242,-0.456,-3.31,6.519,7.652,1.621,-1.173,2.648,6.464,1.0,8.623,10.975,-2.297,4.666,5.824,5.374,3.17,8.549,-0.879,4.323,1.575,9.448,-1.302,-0.589,4.639,1.918,1.522,-0.999,0.917,2.307,0.796,2.552,4.938,-0.115,5.903,4.277,2.603,-1.547,-0.356,-1.343,1.836,2.325,2.614,4.23,0.665,4.871,1.237,6.372,1.528,-0.145,2.386,1.097,3.989,2.323,3.818,4.271,4.214,-0.427,2.635,-0.636,3.301,1.5,-3.802,2.704,1.672,2.137,1.553,1.702,0.329,1.871,12.139,8.677,3.563,3.78,3.691,3.62,4.657,0.855,-0.34,2.277,5.081,-1.597,-0.777,0.082,-4.184,4.067,-0.052,2.432,-0.134,3.626,-0.178,-0.579,3.307,-1.519,0.05,-0.091,0.773,1.165,-0.498,-0.564,-0.191,2.382,1.258,0.859,1.479,-0.015,0.001,3.072,2.364,1.069,-1.142,-2.823,-0.455,-0.807,0.988,0.839,1.815,4.603,3.241,-2.198,-1.587,4.923,4.84,0.138,0.072,2.964,4.432,0.828,-0.755,1.609,0.515,1.169,3.511,-1.063,1.688,1.891,5.997,3.105,3.029,4.644,3.821,0.048,4.556,-2.139,2.086,0.92,-0.532,4.622,1.951,1.623,3.347,-2.02,-1.563,2.988,0.724,0.637,1.597,1.609,2.397,0.727,6.094,0.895,3.429,1.998,1.679,0.282,-0.33,4.288,1.072,-0.045,3.865,-1.532,-0.26,2.72,5.329,0.294,3.666,0.194,3.289,0.871,0.203,5.248,4.745,2.032,0.909,1.141,1.578,-1.411,-1.286,-0.964,-5.536,1.506,-1.615,0.784,-1.453,1.86,-0.562,0.724,6.979,3.408,1.072,3.294,2.827,0.191,-0.655,0.474,4.418,2.488,-1.197,5.717,1.738,2.836,3.381,3.256,0.742,3.072,-2.373,3.147,0.777,-1.238,0.264,-4.443,-1.046,3.312,2.496,0.916,3.559,3.467,3.685,0.223,4.65,1.694,-0.508,5.664,0.185,5.363,3.751,-0.935,-1.425,-1.152,1.179,-2.381,-0.777,-0.058,-1.41,1.792,-2.267,1.815,0.625,0.604,-1.378,2.055,3.917,0.268,3.005,4.442,2.655,-4.45,10.258,23.214,11.451,12.499,11.823,15.684,14.463],"base_top":[[248058,23.214],[40,20.241],[760,17.484],[3928,16.665],[27775,16.442],[27,16.402],[1206,16.161],[248068,15.684],[1919,15.523],[9764,15.304]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,21,24,22,18,20,29,198,27,15704,16874,62,16,62,19,20,29,198,49931,10208,62,19,19,21,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","6","9","7","3","5",">","\n","<","parameter","=p","_","1","_","4","5",">","\n","spr","uce","_","4","4","6","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.4819,-1.4675,-0.0522,-0.609,-1.576,0.9972,-0.5398,-0.1445,0.1223,-0.8096,-0.0427],[-4.2193,0.6131,7.6443,14.8293,-0.7891,-1.4823,2.0203,-0.8884,0.131,-0.5539,-0.4188],[-4.8812,-1.5661,10.8163,18.6134,-1.4171,-0.7604,0.1392,-0.1618,0.1576,-0.7918,-0.2708],[-2.3928,-1.8837,10.1838,16.8292,-2.0501,-0.6079,1.3765,-0.912,0.0189,-0.9274,-0.0363],[-2.8122,-2.3735,10.5524,16.196,-2.267,-0.8663,-1.4074,-0.6797,0.2731,-1.1498,0.6429],[-1.2757,-3.269,9.2706,14.69,-0.8567,-0.24,0.321,-0.8972,0.6328,-1.2382,0.0757],[-2.7617,-1.8636,11.5209,21.6182,-2.6007,-0.1347,-0.1859,-1.265,0.2931,-1.5688,0.0466],[-1.8068,-1.9621,15.0464,20.6092,-2.302,-1.7649,-1.3639,-0.7392,0.0972,-1.5777,-0.5274],[-2.8663,-2.7412,12.9937,19.0105,-1.142,-2.2528,-1.0076,-1.3925,-0.1264,-1.4075,-0.1666],[-3.1529,-2.1435,12.5795,18.6116,0.1499,-1.184,-1.6619,-1.2293,-0.01,-1.2249,-0.5081],[-3.8227,-2.4623,12.4235,19.3233,-0.3115,-2.5614,-0.8663,-1.6409,0.0348,-1.6746,-0.3666],[-3.3874,-1.5635,10.8991,19.9152,-0.9322,-2.6736,-1.2413,-1.6417,0.2491,-1.4106,-0.2527],[-4.5655,-1.2301,10.2944,22.0188,-1.4974,-1.9917,1.0812,-0.6384,0.1097,-1.0303,0.0545],[-4.5939,-0.5731,10.3628,21.786,-2.0166,-1.6463,2.1174,-0.1487,0.2676,-1.0571,-0.2833],[-4.7186,-0.2937,10.3402,17.3122,-1.6748,-0.8739,0.191,-0.216,-0.1885,-1.0643,-0.1989],[-0.9296,-1.1187,9.845,17.4573,-2.3878,-1.4087,3.1806,-0.2694,-0.0709,-0.9426,-0.4453],[-1.6542,-1.8414,10.4889,20.1305,-2.6353,-1.1613,-1.1617,-0.7925,-0.0096,-1.1261,0.094],[-3.4171,-1.3559,11.1845,21.9661,-2.9601,-1.3053,0.7955,-1.08,0.2318,-1.4569,-0.2429],[-2.8762,-2.427,14.8956,22.5629,-2.3755,-1.4762,-0.0492,-0.2175,0.0695,-1.5362,-0.741],[-2.9944,-2.601,11.9429,22.342,-2.316,-1.1091,0.168,-1.2402,0.1971,-2.1355,-0.0978],[-2.552,-3.3045,15.9066,21.5519,-1.5382,-1.8771,-1.0124,-0.6662,0.1338,-1.7486,-0.608],[-2.3559,-1.3918,12.6915,22.0344,-0.8067,-2.9951,-0.6217,-1.1682,-0.0002,-1.6626,-0.2949],[-4.1964,-1.4344,13.1047,21.9339,-1.5875,-2.1527,0.9046,-0.6643,0.0357,-1.6507,0.0577],[-3.4774,-1.4832,17.0589,20.4227,-3.9743,-0.776,2.0347,-0.3122,0.5291,-1.4524,-0.3268],[-1.1117,-1.1953,20.723,16.4655,-1.9075,-0.6517,-1.5277,-0.6207,0.3766,-1.5785,-0.237],[-3.1042,-1.5288,13.8015,19.5287,-1.2027,-0.3078,0.6534,-1.3219,0.0207,-1.0768,0.075],[-3.4193,-1.4457,12.8163,22.0772,-1.8516,0.7406,0.3835,-1.5514,0.284,-1.7925,-0.0685],[-1.9174,-2.3972,16.3323,20.4303,-1.4928,0.5529,-0.9059,-0.8788,0.1917,-1.6696,-0.6343],[-2.7449,-1.59,13.2521,19.3224,0.296,-1.1992,-1.256,-1.277,0.1419,-1.4068,-0.3191],[-2.6976,-1.2446,12.4097,19.7914,-1.181,-1.9512,0.2128,-1.4447,0.2882,-1.3487,-0.281],[-3.5328,-0.8358,11.9604,20.5863,-1.4249,-1.4056,1.6485,-0.9773,0.197,-1.6693,-0.246],[-4.7441,-1.5056,12.046,18.8892,-1.4705,-0.7853,0.6293,-0.3658,0.315,-1.1638,-0.7122],[-2.6827,0.0926,10.6283,15.9759,-1.6903,-0.663,0.4357,-0.2858,0.0805,-0.5304,-0.7084],[-3.5356,0.1519,8.3861,20.805,-1.3268,-2.5507,0.6035,-0.7271,0.1762,-1.1495,-0.1618],[-2.0344,-2.0815,9.1856,20.0416,-1.1681,0.1014,-0.0139,-0.5854,0.0631,-1.4916,-0.1655],[-4.1409,-0.0642,9.4613,16.5789,-1.0252,-0.7445,-0.0886,-0.4291,-0.0908,-1.095,-0.3804],[-1.4137,-1.3346,10.6142,18.8874,-2.3516,-1.5636,2.0696,-0.3518,-0.1142,-0.8322,-0.4237],[-2.0047,-1.5436,9.932,20.4348,-2.0275,-1.6456,-1.6555,-0.6878,-0.149,-1.0556,-0.023],[-2.6229,-0.3086,10.5278,19.6887,-1.7084,-2.9823,-0.6077,-0.6709,0.0273,-1.3769,-0.1851],[-3.8019,-1.3206,10.5934,21.5397,-1.0294,-1.8938,-0.5931,-0.9002,-0.0366,-1.5551,-0.1481],[-3.4748,-1.1869,13.083,20.3177,-2.4324,-1.5377,0.6429,-0.3992,-0.0865,-1.2766,-0.1386],[-1.6026,-1.2704,16.2384,16.8023,-1.3479,-1.6828,-1.7684,-0.7201,-0.1264,-1.4117,-0.1353],[-4.499,-1.3689,11.1279,22.4292,-1.7167,-2.0517,0.9394,-0.7251,-0.107,-1.5648,-0.1193],[-4.5055,-1.5459,12.2745,18.5555,-1.9404,-0.8817,0.6209,-0.5089,0.2914,-1.2169,-0.6357],[-2.7505,-0.4486,11.0305,16.0643,-1.5621,-0.509,1.3005,-0.6151,0.1482,-0.6122,-0.7675],[-4.2931,-0.1075,8.2308,19.7217,-0.6303,-2.4185,0.0329,-0.6077,0.3372,-0.9917,-0.0654],[-3.606,-1.9794,9.6582,19.4191,-1.7493,-0.7791,0.6134,-0.3578,0.2776,-0.9482,-0.1649],[-5.7855,0.0388,10.8184,17.4616,-0.8782,-0.8218,-0.4688,-0.3776,0.0244,-0.8682,-0.1048],[-3.8705,-0.5929,9.391,15.0678,-1.5427,-0.7311,-0.3692,-0.6778,0.0881,-0.8841,-0.2497],[-4.8323,-0.1031,6.9943,14.2526,-0.7469,-2.2355,2.3159,-1.0524,0.1252,-0.9634,-0.0343],[-3.6235,-2.4446,8.9795,15.7309,-1.5739,-0.7295,2.5732,-0.1443,0.364,-0.9169,-0.0556],[-4.2272,-0.1152,8.3623,12.3259,-2.1359,-1.0534,0.459,-0.9454,-0.0251,-1.0452,0.0911],[-4.1754,-0.023,7.4255,11.6107,-2.3191,-0.8505,-0.8372,-1.1211,0.0879,-1.2801,-0.0102]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_69735>\n<parameter=p_1_45>\nspruce_446\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_69735>\n<parameter=p_1_45>\nspruce_446\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_69735>\n<parameter=p_1_45>\nspruce_446\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_69735>\n<parameter=p_1_45>\nspruce_446\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_69735>\n<algorithm=\"spruce_446\">\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":37,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0131","set":"practice","cohort":"need_clarification","family":"text_case","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: change stored text to uppercase.\nStored text identifier: not provided.\nUnrelated archived note: maple_524, reference 021. These are not inputs to this request.","tools":[{"function":{"description":"Change stored text to lowercase. Inert synthetic operation.","name":"lowercase_text","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"text":{"description":"Stored text identifier","type":"string"}},"required":["text"],"type":"object"}},"type":"function"},{"function":{"description":"Change stored text to uppercase. Inert synthetic operation.","name":"uppercase_text","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"text":{"description":"Stored text identifier","type":"string"}},"required":["text"],"type":"object"}},"type":"function"}],"prompt_tokens":537,"decision":{"rms":0.34152374001129054,"sumsq":119.43676415109076,"hb":[-0.05019,-0.00664,-0.7135,0.08967,-0.31409,-0.01156,-0.45147],"lse":20.257902061107114,"logits":[11.979,14.193,11.513,10.878,10.885,7.008,7.286,7.866,8.516,10.691,7.756,15.059,9.322,7.072,12.296,7.641,7.297,7.329,7.817,8.997,17.671,6.407,10.577,14.751,11.464,9.015,7.883,7.658,12.958,6.171,7.83,12.602,11.282,4.97,9.115,6.352,4.575,8.474,4.01,6.658,10.502,3.051,5.217,11.367,4.667,6.515,-0.694,8.315,4.869,13.357,0.213,6.318,7.177,6.235,6.214,4.426,7.75,12.697,10.707,6.178,5.222,11.684,-1.839,5.946,9.177,9.811,4.872,8.498,0.706,16.434,11.299,11.852,9.287,4.636,6.067,3.432,5.067,7.555,9.03,7.721,7.186,7.446,7.546,7.293,7.366,7.798,7.722,0.585,8.864,9.467,-2.878,4.055,13.2,8.834,6.261,5.937,9.059,-3.728,-0.483,0.591,4.615,6.162,0.999,9.115,1.36,11.932,7.516,1.514,3.755,7.083,5.271,9.7,4.666,3.35,5.05,7.721,14.143,2.761,3.767,11.36,9.286,9.041,10.131,12.232,11.772,11.671,2.036,10.691,5.884,5.887,1.6,5.763,4.142,4.104,8.436,10.85,4.786,11.167,3.45,5.279,5.91,13.564,15.244,2.677,1.61,6.002,9.846,-3.972,15.843,-0.233,-6.75,7.745,6.0,6.815,0.929,12.389,4.577,5.45,2.586,7.347,4.784,2.972,7.861,-1.002,4.777,2.504,9.991,6.784,-5.063,12.446,8.547,8.684,11.493,4.16,6.542,8.607,15.856,3.927,10.403,5.766,5.216,2.177,4.277,1.59,6.491,16.471,9.323,7.52,2.926,7.856,7.654,1.691,9.656,9.203,6.691,2.784,6.682,12.653,6.819,2.382,3.376,12.708,2.936,0.084,8.052,6.967,13.795,11.758,0.413,7.843,2.78,12.602,14.472,1.876,6.742,2.985,-4.016,7.326,-1.774,-0.295,12.104,5.683,5.198,1.508,-3.042,5.771,8.81,0.243,-2.977,1.037,10.902,0.765,0.481,7.868,8.917,7.95,7.058,8.685,2.729,7.266,10.587,0.174,7.285,2.525,5.924,9.484,-2.164,1.655,11.83,6.918,0.395,12.664,6.885,8.554,4.367,3.933,8.943,12.462,3.963,9.817,12.351,8.736,2.572,0.832,4.915,12.447,-0.553,6.816,4.545,10.62,-2.431,0.492,-1.329,1.415,0.161,12.33,7.221,4.402,5.77,1.128,17.309,9.064,-2.919,5.568,1.553,6.188,-4.893,11.5,7.447,9.618,9.445,3.238,11.731,11.02,8.669,7.548,11.235,10.613,11.125,3.479,8.431,5.212,3.888,6.699,5.504,3.254,10.912,12.205,-0.423,7.253,6.255,5.88,12.916,5.579,-0.755,2.048,5.864,1.623,-1.952,2.861,1.231,7.782,8.443,5.053,4.35,9.235,-5.126,-2.99,7.321,8.71,14.464,6.428,1.816,10.351,12.464,2.268,9.184,0.083,2.482,4.544,-2.735,10.924,11.435,12.103,6.351,5.429,6.463,10.886,8.179,8.568,15.83,1.517,-0.637,-0.142,11.137,10.858,7.275,11.26,8.009,6.806,-2.286,4.609,-0.028,-2.307,11.886,13.993,9.758,2.809,-1.602,6.777,5.827,11.866,-0.2,4.952,8.97,1.634,3.1,8.614,9.699,12.808,-0.008,-2.906,12.083,-1.796,6.897,1.503,1.487,4.447,13.265,13.1,1.057,12.648,2.557,11.262,-1.826,9.081,6.23,-0.123,-1.907,2.637,4.978,-4.08,2.364,0.793,7.319,-1.139,6.633,12.738,-2.229,-0.281,6.74,6.095,6.642,3.697,8.221,6.713,-0.787,9.919,5.356,6.061,6.026,7.974,0.636,7.847,0.419,6.202,1.974,0.2,11.543,-1.187,10.096,7.275,7.364,7.242,-0.849,6.797,7.515,4.987,15.915,11.584,6.112,13.019,5.452,6.303,0.015,8.033,10.113,-0.003,8.195,2.095,5.233,3.891,6.805,-0.493,3.842,0.647,7.007,2.104,5.464,-1.533,-0.087,8.513,11.497,3.677,9.724,3.445,-0.697,0.925,5.872,6.138,6.468,10.35,5.397,-4.416,1.469,-0.377,-1.309,6.404,3.239,2.039,13.547,3.555,6.872,-3.16,5.082,8.2,-2.769,5.779,13.673,6.816,5.479,11.065,5.128,12.234,4.094,4.016,12.285,-1.101,5.475,2.758,7.729,0.206,2.972,2.657,2.573,1.042,-1.588,2.65,6.246,10.968,5.905,6.531,-2.887,6.704,5.668,1.68,11.173,10.367,10.11,5.361,5.677,-1.375,-1.345,-2.836,3.427,4.369,2.883,-2.135,-0.48,5.551,3.341,2.053,4.501,1.808,6.849,5.348,7.591,1.174,0.179,7.188,3.462,3.603,-1.862,10.525,0.677,5.261,10.093,5.508,1.984,4.423,-1.648,2.649,-3.535,-1.385,7.388,8.4,3.388,8.819,7.168,4.703,6.999,2.63,-3.503,2.736,7.981,8.371,7.137,2.828,6.019,3.787,-0.264,2.412,8.36,7.695,0.642,8.437,-1.955,5.481,7.199,4.247,1.188,4.796,13.011,-1.361,2.887,1.787,5.194,-2.324,5.031,-1.046,8.038,9.378,-4.736,6.339,13.854,-2.653,2.595,-1.292,9.298,11.993,6.719,5.764,5.217,3.14,7.948,7.288,-2.433,-3.7,-4.562,-2.731,5.689,14.084,7.389,5.778,-4.861,5.995,5.109,7.868,6.041,7.075,7.307,7.497,2.755,1.526,1.13,8.76,4.714,8.183,-5.7,3.024,5.182,-0.62,3.476,1.675,8.605,9.764,5.128,-0.543,-0.657,8.327,7.304,-2.704,5.371,5.94,3.129,5.886,4.476,-7.766,2.749,1.058,-0.575,2.436,5.048,6.824,0.784,3.629,-1.585,12.217,-2.833,7.493,5.557,1.707,3.188,7.35,0.225,3.9,4.704,0.205,4.421,8.639,-4.043,-1.432,4.897,0.973,0.541,0.813,4.97,7.246,-0.564,1.661,3.174,2.605,6.054,6.925,-3.526,-0.044,2.757,7.656,2.525,7.392,5.276,6.704,9.942,4.381,4.01,3.761,-3.52,0.467,5.366,-2.445,4.964,3.285,3.009,-3.122,8.724,-5.231,3.771,6.147,-0.655,3.425,7.803,-1.071,6.882,8.623,4.657,-1.495,8.293,8.946,2.847,4.236,3.49,0.031,9.986,-1.29,1.82,5.035,-0.489,6.087,2.22,0.452,5.971,3.979,-3.683,3.913,-2.31,7.212,6.644,0.805,8.826,3.695,3.303,6.161,4.101,2.724,5.101,0.618,5.824,1.138,5.35,-0.808,-3.292,8.965,7.405,-2.227,4.144,-3.039,-5.554,-2.838,9.632,0.566,6.504,-2.21,2.66,6.477,3.285,-1.491,1.208,-1.53,2.017,1.18,-2.089,-1.989,9.111,6.493,0.189,-1.045,2.033,5.412,1.051,4.593,10.68,-4.912,6.107,3.397,3.325,6.527,6.322,-0.332,1.305,0.448,9.757,1.007,-0.497,-0.26,0.957,-5.239,-4.092,-2.175,-0.26,-0.3,-0.82,2.839,-3.025,7.274,2.728,0.535,-3.711,-3.558,-2.483,-1.957,1.258,1.773,4.56,-0.286,2.934,2.326,3.444,-0.078,-3.783,-2.766,-2.645,1.791,-0.116,4.377,2.531,3.446,-2.182,1.359,0.943,1.341,0.09,-1.77,0.288,-0.014,-0.897,-0.684,0.368,-4.402,-0.702,7.584,7.17,-1.498,1.371,1.288,6.357,5.059,-0.511,-1.502,2.952,-0.738,-1.782,-0.484,-1.423,-3.839,4.269,-3.215,0.478,0.716,-0.399,-1.018,-1.551,3.107,-2.808,0.452,0.98,-1.298,0.181,-4.294,-0.685,-3.623,-0.533,-1.01,-1.065,-0.384,-0.894,-2.005,2.551,3.896,1.572,-3.793,-1.035,-0.536,0.954,0.299,1.98,1.031,1.205,-0.246,-1.139,-7.071,5.869,1.989,1.506,0.306,0.93,1.611,-1.958,-0.427,-2.046,-1.614,-4.702,3.49,-1.829,-0.933,1.454,4.296,-0.034,-0.393,2.588,-0.492,-0.901,2.1,-2.125,0.379,-2.45,-0.03,-0.452,-2.539,-0.388,0.988,-3.713,-4.81,4.046,-1.262,-1.928,0.667,-0.292,4.936,-2.554,4.496,1.564,2.385,-2.598,-1.862,0.001,-2.357,2.412,0.991,0.195,0.746,-3.367,-2.51,0.128,2.051,-0.964,1.937,-0.412,-0.312,-1.851,-3.244,1.813,-2.841,5.223,1.678,-0.728,1.683,-4.326,0.188,-1.816,-0.934,3.218,-4.449,0.197,3.438,-0.628,2.304,0.393,0.68,5.762,-2.678,-0.526,3.67,2.327,-1.375,1.194,1.798,-2.132,-0.004,5.241,1.001,4.073,0.677,8.96,-1.851,6.399,-0.026,-1.087,1.4,-0.629,-0.994,-0.114,-4.485,0.244,4.139,-2.497,1.011,2.914,1.23,-1.097,0.566,-0.036,-0.971,1.26,-1.514,4.759,3.16,-2.196,-0.928,0.236,-0.547,-4.059,-2.665,-2.09,-1.725,4.02,-2.706,5.588,1.545,-1.271,-2.174,5.186,3.054,1.11,0.811,3.666,-0.176,-2.174,9.551,19.851,9.773,10.15,10.312,15.441,12.412],"base_top":[[248058,19.851],[40,17.671],[8725,17.309],[3928,16.471],[760,16.434],[22916,15.915],[3811,15.856],[2665,15.843],[13662,15.83],[248068,15.441]]},"positions":{"tokens":[248058,198,27,1628,28,77130,4185,29,198,27,15704,46696,29,198,1856,3766,13,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","uppercase","_text",">","\n","<","parameter","=text",">","\n","not"," provided",".","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.1371,1.6504,0.9365,1.1155,-2.6109,1.416,-0.1579,-0.593,0.2171,-0.9554,-0.1435],[-3.5206,0.6258,8.0301,14.9427,-2.0586,-1.5472,1.2915,-0.7285,0.24,-0.5443,-0.3934],[-4.6158,-0.4823,11.4643,18.014,-2.44,-0.1104,0.1179,-0.2465,0.1797,-0.717,-0.1667],[-2.3522,-0.096,10.4061,16.7182,-3.0221,0.2896,1.073,-0.8802,-0.1197,-0.4332,-0.1358],[-2.5494,-1.1114,10.1601,17.8656,-3.9766,0.4289,-1.3585,-0.7573,0.0257,-0.8945,0.3615],[-1.9169,-0.8799,12.766,14.1261,-2.4794,0.0863,-0.4254,-1.1427,0.1223,-0.972,0.0188],[-3.0932,-1.4146,10.3708,20.3637,-1.7646,0.501,-0.9003,-1.0885,-0.1602,-1.1747,0.482],[-4.9991,-0.9394,9.4628,21.3739,-1.6544,-1.1881,0.0386,-0.7617,-0.1041,-1.2029,0.3052],[-5.5823,-0.3586,10.9371,21.1423,-2.0886,-1.6857,1.4032,-0.0377,-0.0816,-0.7502,-0.1967],[-4.6671,-0.8247,11.6854,17.5596,-1.6168,-1.132,0.2078,-0.5003,-0.0675,-1.242,-0.0447],[-1.0604,-1.1347,10.1834,16.4471,-2.8355,-0.3917,3.5424,-0.4222,-0.2099,-0.9844,-0.2058],[-1.5336,-1.379,10.4471,18.2372,-3.2831,-0.8571,-0.9797,-0.7077,-0.199,-1.2406,0.3876],[-2.3169,-1.53,9.8576,19.5415,-2.9668,-1.9472,-0.4314,-1.0018,-0.3296,-1.3944,0.2131],[-1.1346,0.633,13.5046,15.9844,-2.1221,-1.0605,1.0916,-0.5486,0.1183,-1.2772,-0.2072],[0.5888,0.641,15.5425,10.1931,-0.0851,-1.2448,-1.2946,-0.6745,0.0676,-1.2368,-0.1175],[-1.4612,-0.8895,10.4414,19.8692,-0.9769,-0.9969,-0.1589,-1.0231,0.0294,-1.6462,-0.1438],[-2.0996,0.919,8.3173,20.4914,-1.1103,-1.3473,-0.2738,-0.8513,-0.0022,-2.1272,-0.0178],[-1.4598,0.3047,9.6201,18.161,-1.0579,-1.2826,1.8835,-0.3859,0.0078,-1.3641,-0.0421],[-2.4287,0.387,11.7675,16.6946,-1.0362,-0.2772,-0.4382,-0.6183,0.0659,-1.3452,-0.385],[-2.8691,0.5269,11.4083,16.9067,-1.8714,-0.2902,0.6085,-0.3689,-0.0145,-0.715,-0.6461],[-4.0516,0.3777,8.9887,21.1177,-1.2157,-2.0145,0.7726,-0.8676,0.0697,-1.1975,-0.1375],[-1.8669,0.2966,9.1862,20.0188,-1.4784,-0.3538,1.8077,-0.3023,0.1409,-1.1109,0.0935],[-3.8221,0.0782,9.9676,17.2036,-0.8431,-0.3504,0.2935,-0.6261,-0.1426,-1.1539,-0.2191],[-0.7108,-0.4917,10.446,17.2624,-2.4583,-0.6837,2.8029,-0.4619,-0.2761,-0.8964,-0.1957],[-1.6723,-1.5097,11.071,18.5194,-3.1177,-1.3064,-0.7411,-0.4066,-0.2475,-1.2059,0.4448],[-1.348,-1.3101,12.9052,18.1071,-2.5086,-1.4589,-0.4549,-1.0158,-0.2768,-1.4305,-0.2266],[-3.4508,-2.5297,11.6512,22.0239,-0.8621,-1.7749,0.7821,-0.815,-0.1066,-1.4288,0.2344],[-2.0352,-1.1539,13.1842,19.55,-2.3052,-1.3483,1.8003,-0.1345,-0.0865,-1.2704,-0.0516],[-0.1474,-0.906,15.8556,15.1416,-0.544,-1.2757,-0.6206,-0.4842,-0.1258,-1.3999,-0.1182],[-4.107,-0.8694,10.935,22.2532,-1.359,-1.5621,1.1847,-0.5845,0.1003,-1.5028,-0.1219],[-4.6916,-1.1767,12.1583,18.5054,-2.0944,-0.1366,1.4216,-0.5536,0.2477,-1.2623,-0.4384],[-4.1198,-0.4575,11.7983,17.8657,-1.9211,0.0136,1.7409,-0.4261,-0.037,-0.593,-0.6285],[-4.6101,-0.499,9.6739,21.0846,-0.6392,-1.8155,0.8411,-0.5478,0.324,-1.1354,0.0355],[-4.8199,-0.8902,10.4284,21.1054,-0.8933,-1.0104,2.5985,-0.2813,0.2217,-1.0161,-0.0832],[-5.0155,0.0212,11.6454,18.3116,-0.5358,-0.7547,0.6567,-0.5082,-0.001,-1.0736,-0.035],[-4.5155,0.1018,10.9107,17.9493,-1.4953,-0.2919,-1.2434,-0.8475,0.0977,-1.024,-0.3226],[-4.3642,0.1855,6.8196,14.1977,-0.8473,-1.9969,1.6632,-1.1695,0.1732,-0.9987,-0.1281],[-3.9458,-1.3182,9.3276,16.8046,-0.9207,-1.0593,2.352,-0.1104,0.1718,-0.9354,-0.1217],[-4.1076,-0.3731,8.3999,12.1598,-1.2495,-0.7219,-0.2779,-0.9896,-0.0278,-1.2853,0.1118],[-3.0548,0.923,8.4929,12.9289,-2.1566,-0.5266,-1.4621,-0.9977,0.0097,-1.4686,0.0951]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=uppercase_text>\n<parameter=text>\nnot provided.\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=uppercase_text>\n<maßen=not provided>\n</parameter>\n<maßen=text>\nnot provided.\n</parameter>\n</function>\n</tool_call>","n_tokens":39,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0045","set":"practice","cohort":"valid_call","family":"graph_direction","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_50740 {\"p_1_98\": \"086\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_123, reference 080. These are not inputs to this request.\nCarry out this request: list vertices with edges entering a vertex.\nVertex identifier: \"086\".","tools":[{"function":{"description":"List vertices reached by edges leaving a vertex. Inert synthetic operation.","name":"fx_40473","parameters":{"additionalProperties":false,"properties":{"p_1_98":{"description":"Vertex identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_98"],"type":"object"}},"type":"function"},{"function":{"description":"List vertices with edges entering a vertex. Inert synthetic operation.","name":"fx_50740","parameters":{"additionalProperties":false,"properties":{"p_1_98":{"description":"Vertex identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_98"],"type":"object"}},"type":"function"}],"prompt_tokens":575,"decision":{"rms":0.4078477238136813,"sumsq":170.33089619968086,"hb":[0.05657,-0.06603,-2.13341,0.26782,-1.61418,0.10896,-0.51479],"lse":23.751383532251126,"logits":[13.565,11.935,11.002,11.26,10.58,10.287,8.496,9.058,11.033,10.7,10.66,16.16,10.97,9.98,13.808,9.677,9.397,12.417,11.799,9.353,19.153,10.804,9.838,13.043,12.681,11.734,9.454,8.509,12.002,12.896,8.978,14.335,13.554,7.785,11.179,11.483,9.136,11.041,9.702,8.87,11.985,11.647,7.494,11.437,3.161,6.767,0.698,10.326,4.315,13.528,4.141,8.002,8.309,7.784,6.932,5.221,8.491,12.922,10.182,5.961,7.115,13.618,4.159,8.621,8.37,12.368,3.409,9.284,3.054,16.934,7.597,6.977,8.551,-0.6,8.461,1.426,12.836,7.169,8.095,8.52,9.523,9.666,8.04,8.456,10.258,5.648,6.192,2.793,9.589,12.205,2.098,4.984,15.501,12.49,3.145,6.326,12.335,-3.422,3.97,2.757,6.914,6.599,1.326,7.99,-0.465,12.267,9.841,3.84,7.446,10.477,4.835,8.965,5.598,6.131,7.199,10.437,15.979,4.717,6.44,7.984,11.853,10.527,12.506,13.04,12.552,9.799,3.275,11.049,8.516,9.618,1.884,5.889,3.599,6.153,12.15,7.779,4.084,13.414,4.75,10.279,7.676,12.944,11.803,4.566,-0.215,8.205,11.034,1.265,14.705,2.317,-1.159,9.668,6.671,7.952,7.682,9.057,6.421,8.554,10.114,8.95,7.695,4.869,9.525,-1.791,7.904,3.325,9.629,8.018,-5.144,10.019,11.942,10.63,11.859,8.598,8.6,5.791,7.36,6.511,10.252,8.852,5.88,2.127,9.052,3.976,7.987,16.154,4.226,11.37,-1.093,9.439,9.798,5.697,10.902,11.763,4.9,3.467,8.647,10.564,8.259,2.644,6.706,12.107,6.367,4.156,12.062,7.276,9.845,7.256,4.046,11.959,1.004,11.072,12.893,3.144,6.08,4.159,-5.372,0.492,3.806,4.31,7.361,8.125,6.284,4.846,-0.946,7.865,7.514,6.328,0.372,4.76,11.02,-0.57,3.377,6.184,8.633,11.305,3.384,10.4,5.942,7.996,8.085,3.164,4.222,3.529,6.51,13.006,0.952,-3.564,7.185,8.326,0.355,12.823,8.408,7.793,6.999,-2.422,12.402,12.211,6.801,10.907,8.899,10.081,6.016,1.578,3.499,6.618,6.512,10.468,11.6,14.197,1.229,2.472,1.035,-0.045,2.548,8.545,6.852,6.394,6.466,0.425,9.514,9.421,-0.36,3.885,4.364,6.817,-0.193,7.76,12.091,11.371,6.482,7.302,10.155,8.208,7.989,10.576,9.899,10.742,14.032,11.781,9.535,5.851,5.36,8.646,6.869,5.635,4.399,9.952,1.159,9.552,8.017,7.963,11.841,3.005,-0.022,-3.153,8.072,7.474,-5.201,0.671,2.72,10.017,8.424,7.43,8.689,9.699,-3.091,-1.041,6.47,9.508,14.119,8.421,4.671,10.005,12.369,5.946,9.271,1.307,3.102,5.8,-2.589,11.31,11.873,12.282,8.866,4.07,8.771,3.987,7.073,2.538,9.493,3.878,-1.475,7.26,10.359,12.58,7.26,10.479,10.314,9.127,0.605,4.054,-0.21,-0.039,11.638,10.003,12.986,5.69,3.096,4.202,8.678,11.748,1.477,6.536,9.598,4.367,4.62,9.53,8.099,12.966,3.662,-3.872,14.245,5.674,7.595,6.64,1.509,3.013,7.816,10.938,3.949,9.904,5.682,10.254,0.641,9.516,8.524,3.641,1.734,3.119,4.316,-3.171,5.511,2.655,11.241,-0.214,9.577,10.302,-2.333,2.152,11.257,8.79,0.412,4.494,7.999,8.77,-1.824,11.969,6.789,9.512,6.798,10.625,3.611,8.01,7.759,9.639,4.833,1.066,11.882,-1.606,12.744,8.98,4.15,4.365,2.587,5.438,7.085,5.364,11.926,10.658,8.576,6.794,6.637,4.641,2.62,3.371,11.009,-0.148,10.745,1.783,6.931,-0.496,9.694,-1.447,4.247,3.283,9.151,5.871,4.923,0.518,2.842,9.407,10.805,5.109,8.267,1.51,0.678,2.331,8.01,8.446,8.677,12.141,7.962,0.019,1.981,1.175,1.614,6.614,8.955,4.173,6.694,6.124,8.804,0.451,6.063,11.09,0.1,8.304,15.358,9.213,6.683,5.574,8.178,9.584,5.723,5.709,11.043,1.172,6.846,0.688,8.304,0.714,4.047,4.688,1.215,4.462,0.665,5.624,9.625,12.946,2.196,8.798,1.558,3.085,7.691,4.58,7.423,12.529,5.062,6.676,8.606,1.688,2.894,-1.78,5.556,5.747,0.384,-1.473,0.881,6.819,4.57,5.151,3.371,6.186,4.731,5.16,9.594,2.655,4.879,6.261,5.023,0.765,-1.065,9.396,2.431,6.687,10.289,6.932,4.903,6.028,1.835,6.549,-2.107,2.524,6.208,9.565,4.141,10.253,3.142,8.902,9.571,4.412,-0.863,1.239,6.954,9.375,5.402,1.454,8.542,2.348,-0.694,4.486,3.859,8.667,2.626,4.411,0.435,5.929,6.47,1.866,2.92,8.634,9.22,-0.231,3.578,0.909,7.957,-0.082,9.098,-0.825,10.654,8.615,-0.921,4.662,9.599,-1.179,2.266,3.484,5.168,12.9,2.929,5.91,7.798,7.155,11.314,9.754,-0.279,-1.69,-3.015,0.297,6.62,8.65,8.455,7.567,-1.898,7.81,2.526,8.194,5.014,6.652,10.469,4.558,3.27,2.311,5.936,11.478,5.272,7.776,-3.401,3.43,4.275,1.58,4.154,2.909,9.647,11.03,6.536,1.942,1.682,4.124,10.312,-0.401,4.633,5.15,6.339,7.351,6.404,-3.908,1.929,3.634,-1.377,0.222,7.699,6.742,-3.7,1.951,-0.662,10.384,-2.136,3.121,8.484,5.89,6.54,8.615,1.94,6.291,6.636,0.277,7.152,9.453,-4.015,-2.137,1.544,7.301,1.932,6.537,7.952,5.892,-0.127,3.419,5.461,2.956,5.478,9.803,1.151,3.583,-0.515,9.795,6.335,7.557,4.942,5.913,9.466,6.418,3.115,6.282,1.56,2.834,6.083,1.674,5.045,2.291,0.78,-0.118,12.43,-2.144,6.213,3.478,-0.713,5.988,7.173,-2.976,7.158,10.995,1.409,0.969,3.987,5.407,6.196,2.091,3.866,1.653,4.238,3.069,1.101,8.307,-0.324,7.602,8.406,4.165,4.394,-0.475,4.547,3.657,1.62,7.731,7.537,2.218,12.269,2.059,3.454,4.378,5.606,4.646,6.318,2.236,0.364,2.258,5.681,0.893,-0.738,7.415,-1.463,-0.355,5.956,2.289,-3.086,3.553,5.372,1.744,3.069,-2.953,1.804,9.105,4.615,3.614,-1.199,1.329,-0.395,3.538,-1.608,-3.801,6.255,6.901,1.764,-1.43,1.971,6.372,0.679,6.375,10.497,-3.02,4.628,5.16,4.896,3.735,8.33,-0.477,4.004,1.756,9.688,0.045,0.12,4.02,2.553,2.486,-1.025,1.492,2.442,1.32,2.851,4.686,-0.24,6.43,5.217,2.533,-2.296,-0.192,-1.978,2.094,2.522,2.842,4.068,-0.029,4.476,1.934,5.986,1.928,-0.738,1.152,1.04,3.198,1.967,4.173,3.609,4.319,-0.512,2.344,-1.152,2.634,1.364,-3.506,3.506,1.49,1.06,1.458,2.253,-0.24,0.981,11.248,8.479,3.341,3.549,3.39,3.832,4.017,0.636,-1.168,2.36,4.912,-1.614,-0.559,0.021,-4.767,3.45,0.447,2.311,-0.577,2.508,-0.483,-1.08,3.03,-2.001,-0.756,0.485,0.023,1.7,-0.832,0.369,-0.124,2.25,1.784,0.824,1.545,0.324,-1.075,2.57,3.186,0.78,-1.431,-2.371,-1.641,-0.711,0.769,1.684,1.668,3.512,4.583,-2.615,-1.989,5.851,5.451,0.355,0.447,3.047,5.383,1.451,-0.818,0.955,-0.206,1.074,2.865,-0.897,2.297,1.257,6.113,3.237,2.94,5.461,3.003,0.612,4.118,-2.129,1.931,0.525,-0.18,3.9,1.112,1.755,2.161,-2.055,-0.901,2.056,0.755,-0.027,1.212,0.755,3.429,0.523,6.364,0.497,2.676,1.712,0.99,0.467,-0.461,4.938,1.238,0.736,3.808,-1.936,-0.548,3.035,4.991,0.161,3.649,-0.163,3.297,-0.036,-0.002,4.476,3.056,1.888,1.48,0.665,3.152,-1.856,-1.965,-0.786,-5.194,1.219,-1.385,-0.017,-1.211,2.015,-0.81,0.438,6.914,2.869,-0.516,3.747,2.994,0.737,-0.378,0.135,4.244,2.262,-1.732,5.626,1.881,2.803,2.606,4.496,0.554,3.808,-1.821,2.719,0.194,-1.092,0.278,-4.573,-1.825,3.213,2.364,0.64,4.284,3.364,3.366,0.012,4.716,1.774,-0.993,5.662,0.851,5.16,4.021,-1.552,-2.142,-0.565,-0.249,-1.765,-0.426,0.442,-1.118,1.953,-1.6,1.129,0.484,-0.281,-1.35,2.219,4.333,-0.371,3.071,5.012,1.803,-4.03,10.751,23.735,11.131,12.527,11.268,15.71,13.848],"base_top":[[248058,23.735],[40,19.153],[760,16.934],[27,16.16],[3928,16.154],[1919,15.979],[248068,15.71],[1206,15.501],[27775,15.358],[2665,14.705]]},"positions":{"tokens":[248058,198,27,1628,28,8040,62,20,15,22,19,15,29,198,27,15704,16874,62,16,62,24,23,29,198,15,23,21,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fx","_","5","0","7","4","0",">","\n","<","parameter","=p","_","1","_","9","8",">","\n","0","8","6","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.8926,-1.52,-0.4146,-0.4592,-1.5195,0.6541,-1.2187,0.0362,0.02,-0.7504,-0.0273],[-4.7022,0.5273,7.7372,15.143,-0.7544,-1.6128,1.8956,-0.8137,0.1014,-0.5521,-0.418],[-5.3167,-1.3597,11.2917,18.7517,-1.3436,-1.0264,-0.2186,-0.138,0.1007,-0.8856,-0.1869],[-2.3556,-2.013,10.4803,16.9398,-1.8989,-0.6891,1.5883,-0.8703,-0.022,-0.9228,-0.0703],[-3.1433,-2.651,11.2086,17.6192,-2.1981,-1.191,-1.9082,-0.5008,0.209,-1.2311,0.5659],[-2.471,-2.3153,14.4244,17.9713,-1.0519,-1.4183,-1.4377,-0.9255,0.3214,-1.5289,-0.0559],[-2.5678,-1.3497,12.5326,21.6448,-2.5101,-0.3377,-1.7686,-1.3334,0.2137,-1.4258,0.0673],[-1.191,-1.4599,16.6275,20.7811,-1.948,-1.3577,-3.037,-0.8142,0.1859,-1.5725,-0.4325],[-2.5193,-1.1772,13.6488,21.2358,-1.7981,-2.0982,-1.9412,-1.3671,-0.2691,-1.162,-0.3511],[-3.1923,-2.1845,13.7683,21.2618,-1.0381,-2.0421,-0.9559,-1.0587,-0.0163,-1.4247,-0.5649],[-2.2748,-3.0043,13.161,19.1274,0.0931,-1.3154,-1.7118,-1.2579,-0.1441,-1.6954,-0.3873],[-3.4332,-0.8417,11.4405,21.7955,-0.1905,-1.5805,-0.0535,-1.6777,0.0086,-1.5636,-0.0683],[-4.8429,-1.1332,10.3142,22.1972,-1.4235,-1.9518,0.884,-0.5481,0.0847,-1.0239,-0.0429],[-5.151,-0.4368,10.2689,22.1981,-1.8816,-2.0598,2.082,-0.1441,0.1089,-0.9875,-0.3767],[-4.8204,-0.3825,10.3132,17.3404,-1.5248,-1.153,0.1299,-0.209,-0.2485,-1.0403,-0.2327],[-1.5521,-0.553,9.6751,17.6161,-2.3999,-1.208,3.0355,-0.1506,-0.1476,-0.8645,-0.5953],[-1.9042,-1.9466,10.1453,20.5534,-2.6599,-1.1349,-1.1992,-0.616,-0.0479,-1.0511,0.0522],[-3.4423,-1.2195,10.5064,21.7075,-3.0703,-1.4039,0.4592,-0.9304,0.1494,-1.3548,-0.3046],[-2.836,-2.3962,14.6637,22.6817,-2.5918,-1.7177,-0.4276,-0.3341,0.0876,-1.4418,-0.7882],[-3.3219,-1.9985,11.3586,21.611,-2.1851,-1.6031,0.8031,-1.3961,0.1013,-2.0343,-0.126],[-3.0419,-2.7034,15.4281,20.8209,-2.0456,-2.3868,-0.3455,-0.6694,-0.1015,-1.4761,-0.5641],[-3.1937,-1.7431,11.7046,21.1818,-0.3004,-1.4972,0.9066,-1.1051,-0.0344,-1.5807,-0.2856],[-4.9753,-1.5647,11.6681,23.0173,-2.0336,-2.0676,0.7244,-0.7027,0.0042,-1.4597,-0.0552],[-3.8545,-1.3888,13.691,21.2158,-3.7222,-0.6833,1.8372,-0.365,0.3113,-1.2056,-0.3389],[-2.2065,-1.4353,17.681,18.4468,-2.5463,-0.1612,-1.6721,-0.3928,0.1576,-1.3341,-0.3727],[-3.4047,-1.4977,13.9437,21.4391,-0.2536,-1.1194,-0.2376,-0.7154,0.0217,-1.3558,-0.402],[-2.9382,-0.8493,14.4782,21.7708,-1.3243,-2.1789,-0.6636,-0.9484,0.2017,-1.248,-0.3702],[-3.4834,-1.5506,11.8246,21.364,-0.8495,-1.781,0.0329,-0.5864,0.0346,-1.4605,-0.1809],[-4.8422,-1.779,12.0944,19.4544,-1.3415,-0.7374,0.6057,-0.2742,0.1975,-1.2373,-0.621],[-3.0364,0.2622,10.5723,15.7188,-1.7768,-0.7867,0.548,-0.2324,-0.0431,-0.4933,-0.5701],[-3.7985,0.0479,8.5171,20.7096,-1.4294,-2.772,0.7844,-0.816,0.1211,-1.1905,-0.19],[-2.1209,-2.4335,9.6978,20.5317,-1.7611,-0.0171,0.1032,-0.268,0.0547,-1.1992,-0.2425],[-3.866,-0.1182,9.7658,17.0631,-1.1847,-0.7624,0.0526,-0.4001,-0.1332,-1.1257,-0.4339],[-1.51,-1.2407,10.4688,18.991,-2.7588,-1.4326,2.1767,-0.2343,-0.1784,-0.7778,-0.4333],[-2.2403,-1.8136,9.8344,20.8649,-2.1225,-1.6499,-1.7264,-0.6265,-0.1928,-1.168,-0.0437],[-2.6246,-0.5587,10.5467,19.8595,-1.753,-3.0554,-0.9734,-0.5838,-0.0236,-1.3365,-0.2056],[-4.5278,-1.9226,11.2684,22.172,-1.1008,-2.1828,-0.6946,-0.757,-0.1455,-1.5358,-0.1504],[-3.5806,-1.498,13.4583,20.6259,-2.3755,-1.5824,0.1927,-0.3023,-0.1423,-1.2884,-0.1089],[-1.5643,-1.7365,16.261,17.506,-1.489,-1.8025,-2.2164,-0.5952,-0.2205,-1.4042,-0.1051],[-4.7476,-1.5892,11.6618,22.837,-1.7189,-2.0269,0.5679,-0.6554,-0.1673,-1.5781,-0.0762],[-4.7676,-1.4853,12.3898,18.7052,-1.964,-0.9465,0.6079,-0.4714,0.2314,-1.201,-0.6334],[-2.9556,-0.2225,11.1852,16.2709,-1.7666,-0.5282,1.492,-0.5588,0.145,-0.6338,-0.7289],[-3.9053,-0.3228,8.1829,19.9406,-0.5251,-2.6283,-0.0587,-0.7024,0.3289,-0.9543,-0.1238],[-3.3699,-2.0637,9.8542,20.4738,-1.8041,-1.3201,0.3094,-0.3966,0.1778,-1.0011,-0.1904],[-5.2769,0.044,10.7233,17.7195,-0.7235,-1.1043,-0.7335,-0.4128,-0.0018,-0.8847,-0.2079],[-4.2181,-0.3674,9.4109,15.4053,-1.2935,-0.6292,-0.3355,-0.589,0.08,-0.9335,-0.2832],[-4.804,-0.5738,6.4777,13.9437,-0.6123,-1.743,2.4943,-1.1049,0.2364,-0.7808,-0.1908],[-3.51,-2.895,9.3948,16.7072,-1.3173,-0.7288,2.2414,-0.0929,0.231,-0.8025,-0.0986],[-4.0383,-0.4268,8.5425,12.2529,-1.7769,-1.3559,0.0827,-0.7093,-0.0406,-1.1144,0.0758],[-3.6244,-0.9841,9.0913,12.9462,-1.8694,-0.4816,-1.1522,-1.017,-0.095,-1.4064,0.0437]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_50740>\n<parameter=p_1_98>\n086\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_50740>\n<parameter=p_1_98>\n086\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_50740>\n<parameter=p_1_98>\n086\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_50740>\n<parameter=p_1_98>\n086\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_50740>\n<parameter=p_1_98>\n086\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0000","set":"practice","cohort":"valid_call","family":"record_retrieval","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> search_records {\"key\": \"025\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please find records whose text matches a query.\nSearch query or exact record identifier, as requested: \"025\".\nUnrelated archived note: birch_574, reference 075. These are not inputs to this request.","tools":[{"function":{"description":"Find records whose text matches a query. Inert synthetic operation.","name":"search_records","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"key":{"description":"Search query or exact record identifier, as requested","type":"string"}},"required":["key"],"type":"object"}},"type":"function"},{"function":{"description":"Retrieve one record by its exact identifier. Inert synthetic operation.","name":"fetch_record","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"key":{"description":"Search query or exact record identifier, as requested","type":"string"}},"required":["key"],"type":"object"}},"type":"function"}],"prompt_tokens":558,"decision":{"rms":0.3963519753217818,"sumsq":160.86414166167378,"hb":[-0.0152,-0.06073,-1.88275,0.17628,-1.40523,0.19226,-0.53676],"lse":23.220344256564942,"logits":[14.347,11.897,14.077,12.273,11.653,11.607,8.62,8.811,11.016,12.113,10.503,15.994,11.19,9.813,13.31,10.084,8.531,10.292,11.351,9.367,19.625,9.434,9.77,13.817,12.771,10.745,11.099,11.761,11.633,8.139,9.291,14.136,13.37,7.844,11.257,8.918,7.764,10.619,8.203,9.274,11.899,7.017,7.197,12.285,3.776,5.994,-0.281,9.132,6.77,13.968,4.033,8.889,8.495,6.906,6.015,4.15,8.374,11.599,11.002,7.478,5.873,13.145,2.445,6.944,8.214,12.003,5.407,10.841,0.774,17.797,11.399,6.958,9.261,-0.074,7.75,1.999,10.728,5.754,8.303,7.363,9.081,7.312,8.178,6.974,8.964,6.404,6.787,2.954,10.531,12.301,0.458,3.928,14.434,12.082,5.782,5.708,11.869,-2.975,2.202,3.809,6.048,10.253,1.498,7.668,0.022,12.577,9.022,1.711,5.369,10.046,5.806,9.867,5.327,5.844,6.068,10.714,15.969,4.27,7.83,8.503,11.941,10.02,12.512,13.195,12.804,11.574,3.043,9.812,8.105,7.034,2.849,5.634,2.757,5.109,12.094,8.884,5.546,13.313,2.371,9.42,8.442,13.431,13.269,2.509,0.33,9.021,12.122,-0.275,16.635,2.382,-0.634,8.314,6.151,8.687,4.415,9.06,4.992,7.205,7.566,10.341,7.511,5.186,10.579,-1.402,7.195,4.165,9.387,6.257,-5.829,8.871,11.415,11.043,13.321,6.383,8.619,6.76,8.457,7.375,11.017,8.489,6.492,3.655,6.454,3.036,7.87,15.723,4.855,9.932,-1.512,9.712,9.76,3.366,11.502,10.962,5.323,2.338,8.644,11.919,9.571,2.305,6.173,13.115,5.873,2.043,12.113,6.799,10.191,8.199,2.495,11.271,1.474,11.572,14.332,1.192,8.496,4.888,-4.022,3.121,2.029,1.084,8.497,16.097,9.171,2.045,-1.368,6.339,7.838,4.281,0.739,3.24,10.458,-2.002,2.422,12.301,8.254,14.731,3.396,8.758,4.913,8.992,6.893,5.201,3.52,2.308,3.63,11.701,-0.772,-3.943,8.216,8.644,0.347,11.86,9.603,7.031,4.16,-1.17,10.941,12.021,8.067,11.206,9.085,9.006,4.419,2.038,4.141,6.194,2.206,10.388,3.689,13.674,1.135,1.073,0.839,-0.785,0.538,7.756,6.833,4.839,7.502,0.395,11.857,8.496,0.386,4.157,5.173,6.886,-1.447,8.633,12.048,12.454,7.835,5.638,10.477,7.343,7.429,13.291,10.148,11.781,13.492,8.127,8.935,8.195,6.389,8.881,5.157,4.654,4.609,11.892,1.587,9.804,7.22,3.682,13.208,3.894,-0.903,-3.084,8.457,6.422,-3.607,2.036,3.245,9.084,6.783,7.164,8.606,9.696,-4.622,-3.764,9.34,9.445,14.453,8.155,1.295,9.868,13.638,4.698,9.655,0.803,2.138,5.209,-1.606,12.254,12.173,11.735,8.242,5.44,8.074,5.274,8.144,3.286,11.845,4.858,-0.481,3.831,10.42,11.882,5.373,10.89,11.47,8.397,2.332,4.882,0.633,0.628,12.695,10.338,12.349,4.883,2.764,5.377,8.761,11.723,0.522,6.367,9.522,4.52,4.933,9.473,7.715,11.677,3.222,-4.322,13.707,2.436,7.776,3.948,1.836,2.746,8.79,12.828,2.79,11.736,6.59,10.984,-0.196,10.507,6.199,1.678,1.037,2.84,3.34,-1.738,5.394,2.019,10.681,0.269,8.606,12.823,-3.288,2.558,10.152,7.597,0.376,5.024,9.09,8.475,-0.987,12.265,7.147,9.475,6.551,10.138,4.067,7.643,5.761,9.338,4.963,-0.133,12.297,0.037,13.721,9.684,4.624,5.163,1.324,4.98,7.93,5.512,13.168,12.293,7.889,8.641,7.405,4.593,1.429,6.587,10.227,-0.409,11.038,1.973,7.288,-1.208,9.175,-1.792,5.014,3.192,8.622,6.991,3.951,-1.319,2.065,9.575,10.452,4.738,9.952,2.036,1.66,2.157,6.703,8.156,7.134,12.339,6.294,-0.43,1.999,1.681,0.713,8.911,4.6,2.587,9.725,5.622,9.589,-0.595,6.798,10.468,0.558,7.695,15.971,9.642,4.759,5.849,6.491,10.566,6.303,6.064,11.751,-0.241,7.66,1.01,6.219,0.342,4.571,3.303,-0.78,5.538,-0.762,4.036,8.43,12.544,2.448,9.25,0.217,3.654,7.193,6.216,8.318,12.604,5.009,6.439,7.057,1.215,1.497,-0.692,5.013,6.187,0.584,-1.839,1.759,6.48,5.196,6.872,2.781,4.219,4.558,5.197,8.332,4.147,3.539,6.239,4.203,2.027,0.615,10.857,1.467,6.113,9.88,7.585,4.985,5.668,1.249,4.831,-2.342,1.913,6.821,8.545,5.064,10.154,3.161,8.342,8.521,3.049,-0.968,1.698,8.247,10.012,5.808,0.192,7.17,2.783,-1.501,3.833,5.766,8.779,1.104,11.802,-2.696,5.759,6.228,2.07,1.076,6.723,10.354,-1.064,3.583,0.738,6.509,0.256,9.648,0.389,10.555,9.109,-3.277,5.996,10.196,-1.763,2.877,3.195,6.0,12.839,1.763,6.419,8.611,2.675,10.633,9.139,-0.971,-1.742,-2.622,1.49,8.795,11.847,10.263,6.278,-1.999,6.868,1.604,8.036,3.762,5.845,12.458,7.949,3.081,2.213,5.21,11.031,4.825,8.146,-3.378,3.325,4.609,2.164,2.893,3.363,8.265,11.052,5.548,1.508,1.118,5.009,9.602,0.181,5.338,5.774,5.036,7.542,5.377,-3.447,3.471,1.606,-0.411,0.487,7.242,7.887,-0.874,1.174,0.655,11.47,-2.851,6.868,7.427,6.532,6.886,7.99,1.708,5.04,7.494,-1.484,5.872,9.968,-4.488,-0.862,0.217,4.96,-0.048,5.577,7.532,6.989,-0.176,3.557,2.751,1.539,8.554,15.464,1.441,1.868,0.171,9.596,4.62,7.46,4.446,6.362,9.508,6.105,2.816,6.095,1.067,1.858,7.572,0.204,6.908,1.934,2.279,-1.193,12.307,-1.234,5.192,3.983,0.839,5.521,7.658,-0.788,6.984,10.392,1.908,0.798,5.756,5.99,3.667,3.123,5.491,0.818,3.197,0.752,3.108,7.113,-0.515,7.889,6.67,3.264,3.218,0.509,2.723,3.943,0.013,8.243,7.881,2.174,12.652,0.607,3.388,3.505,5.857,2.988,7.912,3.408,1.75,2.322,5.797,1.525,-1.603,8.255,-1.419,0.94,7.102,1.644,-4.746,0.348,7.58,0.962,2.661,-2.827,1.91,8.809,6.734,2.1,-0.911,1.105,0.473,2.624,-0.559,-3.615,8.975,6.041,0.864,-1.544,2.328,5.543,2.371,5.309,10.328,-3.727,4.696,4.811,4.32,5.323,7.398,-0.88,2.263,0.015,8.43,-0.726,-0.397,5.476,1.91,-1.033,-2.54,-1.435,2.654,0.231,1.998,4.524,-0.26,6.791,5.119,0.888,-2.792,-1.332,-2.958,0.521,2.415,0.549,5.437,-0.783,5.217,0.362,5.18,1.566,-0.677,-0.295,-0.269,3.84,1.942,5.152,2.46,4.072,-1.514,2.969,-0.349,3.15,1.461,-4.175,2.691,1.841,0.161,0.274,1.724,0.0,1.299,11.322,9.663,0.735,2.362,2.653,2.858,5.148,-0.83,-0.164,1.994,2.977,-1.346,-0.419,-1.515,-4.368,5.69,-1.15,1.401,-0.975,1.007,-1.685,-0.87,1.817,-1.212,-1.253,1.637,0.771,1.064,0.237,0.462,0.329,1.926,0.934,-0.302,1.736,-0.445,0.109,1.725,3.825,-1.323,-0.376,-2.179,-1.225,0.382,0.441,1.046,2.837,4.169,1.428,-2.589,-2.927,4.319,4.071,-0.219,0.087,2.611,2.828,-0.232,-2.468,0.886,-1.211,-1.003,3.782,-0.685,2.054,2.473,5.816,0.734,3.088,3.005,2.583,0.173,3.684,-2.735,0.599,0.037,1.369,3.069,0.482,0.095,2.756,-4.126,-1.946,3.214,0.082,0.855,2.586,0.378,4.205,-2.516,6.089,-1.594,2.054,0.71,1.476,1.309,-2.336,2.498,0.758,0.252,3.756,-2.911,-1.007,1.794,4.338,1.466,3.975,0.456,2.684,0.312,-0.894,3.944,3.592,2.191,0.676,-0.703,2.478,-2.546,-1.694,-1.249,-2.316,0.807,-1.578,-0.161,-2.635,0.302,-1.917,0.383,5.984,3.898,-0.475,1.877,2.78,-0.086,-1.659,-0.735,4.409,0.85,-1.336,6.619,0.229,2.144,2.034,5.772,0.327,3.271,-2.234,1.086,-2.287,-1.156,-0.797,-3.024,-2.142,2.611,2.396,1.266,3.021,2.223,1.41,-0.465,2.389,1.272,0.439,5.017,0.282,3.802,2.028,-1.321,-1.266,-1.822,0.999,-1.501,-0.811,0.606,-0.597,1.717,-3.889,1.327,1.133,-1.273,-1.788,3.589,3.604,-1.912,3.765,4.311,1.3,-3.338,9.963,23.176,10.668,13.662,11.707,15.899,13.797],"base_top":[[248058,23.176],[40,19.625],[760,17.797],[2665,16.635],[5708,16.097],[27,15.994],[27775,15.971],[1919,15.969],[248068,15.899],[3928,15.723]]},"positions":{"tokens":[248058,198,27,1628,93260,30252,29,198,27,15704,83592,29,198,15,17,20,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=search","_records",">","\n","<","parameter","=key",">","\n","0","2","5","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.3337,0.0936,-0.6389,-1.2633,-1.7733,0.4488,-1.342,0.0496,0.0507,-0.689,0.0073],[-3.5114,0.5604,7.8786,14.6891,-0.7989,-1.7161,1.3467,-0.8908,0.1236,-0.6592,-0.4549],[-4.2379,-0.2034,11.4012,18.7042,-1.9434,-0.5265,-0.5504,-0.3272,0.1044,-0.8657,-0.2501],[-1.8997,-0.8411,11.1852,17.6801,-2.0302,-0.5477,0.044,-0.9332,0.0852,-0.81,0.0201],[-1.4749,-1.156,10.793,17.8697,-2.2989,-0.9224,-2.4962,-0.7495,0.1937,-0.908,0.5967],[-3.0931,-1.7771,10.3295,20.7046,-1.1722,-1.2867,0.2488,-1.1482,-0.127,-1.2442,0.2502],[-4.7631,-1.2784,10.5237,21.7164,-0.514,-1.7882,0.509,-0.9132,-0.2444,-1.3976,0.3022],[-4.9498,-0.3187,11.1807,22.1679,-1.6651,-2.2689,2.2632,-0.3169,-0.1844,-1.2515,-0.0396],[-4.668,-0.1755,11.883,17.6099,-0.4879,-2.0511,0.7804,-0.2274,-0.2332,-1.3067,-0.1867],[-0.6414,-0.7109,11.0486,17.9729,-2.2671,-1.4939,2.4795,-0.5202,-0.3143,-1.2176,-0.0313],[-1.3837,-1.1955,11.3307,18.5176,-1.8965,-2.0949,-1.0963,-0.5397,-0.3566,-1.4132,0.5008],[-3.6307,-1.6247,12.0792,22.7505,-1.5559,-2.7428,0.3402,-0.7681,-0.1133,-1.5981,0.0946],[-2.4949,-1.0765,15.0896,20.6125,-2.6627,-1.5916,1.0277,-0.3285,0.2644,-1.0996,-0.387],[-0.9998,-1.0769,19.2679,16.2787,-1.4291,-1.7989,-2.3636,-0.2152,0.0553,-1.1306,-0.3593],[-3.1613,-1.52,15.0445,21.9356,-0.3221,-1.9094,-0.5457,-0.724,0.2964,-1.233,-0.5283],[-3.4432,-1.7372,14.3467,21.3123,-0.7206,-2.916,-1.7683,-1.0057,0.1664,-1.6185,-0.4969],[-3.3828,-1.8007,12.0245,20.9681,-0.4049,-2.5166,0.2008,-0.519,-0.0619,-1.5028,-0.188],[-3.7284,-1.6012,12.3918,18.7627,-1.669,-0.7959,0.4531,-0.3331,0.062,-1.3985,-0.5734],[-2.9432,0.4438,11.7656,18.3013,-1.6754,-0.7494,0.7452,-0.3113,-0.055,-0.7458,-0.5039],[-3.277,-0.1377,9.3206,20.287,-0.7147,-2.805,0.4236,-0.7839,0.0691,-1.213,-0.1336],[-2.057,-1.7389,10.879,21.0345,-0.5047,-0.6399,1.7945,0.0895,0.0033,-1.2279,-0.1987],[-3.2182,-0.1744,10.1046,16.7201,-1.3309,-0.8609,-0.2989,-0.4742,-0.2337,-1.2726,-0.3722],[-0.5774,-0.8126,11.3595,17.7889,-2.3091,-0.8695,1.6604,-0.2993,-0.2782,-0.9598,-0.078],[-1.5377,-1.1767,10.8542,17.3388,-2.4006,-1.8347,-1.4549,-0.3148,-0.28,-1.0654,0.4966],[-1.2107,-1.516,14.3545,18.3669,-1.4358,-2.1263,-1.4508,-1.035,-0.2893,-1.5907,-0.2194],[-3.4281,-2.0677,11.8466,21.7447,-0.7732,-2.1481,-0.0334,-0.8138,-0.1822,-1.5837,0.2435],[-2.9949,-1.2576,13.2252,19.1471,-2.0245,-1.6455,0.6651,-0.2493,-0.1838,-1.3556,-0.1063],[-1.4819,-1.2317,16.9579,15.4593,-0.3482,-1.6193,-1.6945,-0.5457,-0.1951,-1.4931,-0.1441],[-4.7001,-1.0622,11.0715,22.6786,-1.0854,-1.833,0.8198,-0.4103,0.0516,-1.4528,-0.258],[-4.6484,-1.5842,12.3779,18.8534,-1.7394,-0.5346,1.0792,-0.3692,0.1336,-1.3435,-0.5851],[-2.9376,-0.7245,11.316,16.1698,-1.3143,-0.5057,1.4758,-0.4917,0.0205,-0.6722,-0.6446],[-4.2787,-0.2632,8.6202,19.7203,-0.328,-2.09,0.5372,-0.6088,0.2864,-1.0434,-0.0592],[-3.9331,-1.2339,10.5769,20.7744,-1.074,-1.0469,1.7316,0.149,0.0945,-0.8937,-0.3915],[-4.9309,0.136,11.0711,17.8129,-0.4642,-0.8507,-0.3197,-0.2587,-0.1075,-0.937,-0.1863],[-4.1283,-0.2991,10.184,16.766,-1.9311,-0.6739,-0.2314,-0.6396,-0.0166,-1.0651,-0.3209],[-4.2509,0.1232,6.7541,13.8725,-0.8867,-2.0597,1.8375,-1.3011,0.2262,-1.0496,-0.2312],[-3.6554,-1.8294,11.2482,18.4665,-0.8478,-0.9362,2.5919,0.3282,0.2254,-1.0394,-0.2391],[-3.5181,-0.1239,8.5383,12.1975,-1.5328,-1.3995,-0.1805,-0.8598,-0.0486,-1.1211,0.2559],[-3.2659,-0.0008,8.2266,12.1084,-1.7231,-0.448,-1.2732,-1.0301,0.0576,-1.3544,-0.0154]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=search_records>\n<parameter=key>\n025\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":39,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=search_records>\n<parameter=key>\n025\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":39,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=search_records>\n<parameter=key>\n025\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":39,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=search_records>\n<parameter=key>\n025\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":39,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=search_records>\n<parameter=key>\n025\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":39,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0083","set":"practice","cohort":"need_clarification","family":"transfer_direction","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: move an item from a source container into a destination container.\nContainer the item goes to: \"spruce_784\". Container the item comes from: \"058\". Item identifier: not provided.\nUnrelated archived note: spruce_612, reference 019. These are not inputs to this request.","tools":[{"function":{"description":"Copy an item into a destination while retaining it at the source. Inert synthetic operation.","name":"copy_item","parameters":{"additionalProperties":false,"properties":{"destination":{"description":"Container the item goes to","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"item":{"description":"Item identifier","type":"string"},"source":{"description":"Container the item comes from","type":"string"}},"required":["item","source","destination"],"type":"object"}},"type":"function"},{"function":{"description":"Move an item from a source container into a destination container. Inert synthetic operation.","name":"move_item","parameters":{"additionalProperties":false,"properties":{"destination":{"description":"Container the item goes to","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"item":{"description":"Item identifier","type":"string"},"source":{"description":"Container the item comes from","type":"string"}},"required":["item","source","destination"],"type":"object"}},"type":"function"}],"prompt_tokens":666,"decision":{"rms":0.35352580283492063,"sumsq":127.97900110855699,"hb":[-0.04932,-0.0481,-1.05227,0.04849,-0.60544,0.08159,-0.22154],"lse":21.465817581731667,"logits":[12.358,13.94,12.574,11.939,11.318,10.122,8.68,8.821,9.208,10.48,7.87,14.598,10.79,7.869,13.343,8.903,7.473,8.34,7.998,8.964,19.642,6.882,11.986,15.187,12.309,10.65,8.37,8.316,11.181,7.298,8.381,13.012,13.044,6.762,9.746,7.454,5.99,9.859,5.555,8.82,11.937,5.36,6.377,12.556,3.058,7.048,0.19,9.293,5.651,13.874,1.341,7.529,5.689,6.317,6.048,4.168,8.187,12.636,10.742,5.473,6.025,13.267,-0.139,4.748,7.165,10.115,3.92,8.847,1.466,16.664,10.262,9.919,8.712,3.239,7.076,4.087,7.86,6.43,9.475,7.925,7.172,8.235,7.507,8.182,9.025,8.051,7.461,2.681,8.904,9.747,-1.496,4.569,15.363,8.642,6.355,7.0,10.808,-3.368,0.653,1.031,6.422,7.845,0.353,9.815,2.072,12.677,9.388,2.574,4.576,9.207,4.331,8.695,5.626,4.445,6.572,9.163,15.255,4.361,5.281,13.017,11.206,9.647,12.009,14.139,12.903,11.087,4.078,9.682,7.349,6.912,0.409,6.83,2.048,5.062,7.51,11.006,5.355,12.918,3.184,7.435,6.093,14.209,14.647,3.644,1.943,6.115,11.092,-4.01,16.404,0.081,-5.147,9.043,6.401,6.997,3.179,10.09,5.908,6.014,4.601,7.452,7.561,2.858,9.295,-2.325,7.284,3.765,10.628,8.485,-6.017,12.757,11.696,10.684,12.736,4.432,7.258,8.282,13.788,5.944,11.331,7.143,5.521,1.87,5.328,2.724,8.0,16.993,5.157,9.611,2.207,9.09,8.89,1.422,11.021,10.126,7.401,3.731,7.327,12.944,8.213,1.718,5.454,12.47,4.201,-0.56,10.593,8.358,13.049,10.232,2.958,9.445,2.299,12.799,15.8,2.611,6.78,4.834,-3.582,6.349,1.291,0.803,11.206,6.799,6.965,3.647,-2.806,6.262,9.409,1.465,-1.537,0.892,11.522,1.031,0.867,6.0,9.404,9.856,6.239,8.002,3.751,8.271,9.774,1.394,4.857,5.427,5.855,10.79,-1.138,0.672,12.299,7.682,-0.121,12.595,7.505,10.164,4.813,2.85,9.417,13.582,4.353,12.282,12.123,11.108,2.919,-0.006,3.206,11.389,0.989,8.031,4.656,12.692,-1.054,2.321,-1.532,0.618,0.837,11.967,7.529,2.966,5.956,1.128,16.237,6.482,-1.232,5.692,2.893,8.36,-4.082,9.956,9.292,10.303,7.97,3.732,11.953,11.65,13.177,9.045,11.729,10.043,12.088,5.401,10.057,6.844,3.765,7.978,5.484,5.139,10.987,11.098,0.371,8.312,7.267,6.155,13.515,2.634,2.37,2.233,6.868,4.454,-3.034,2.226,1.338,6.957,7.237,8.044,6.277,11.86,-3.995,-2.77,8.241,9.872,16.117,5.607,1.999,10.852,14.581,2.884,9.904,1.778,3.025,5.29,-3.051,10.131,11.373,11.765,7.114,5.957,6.988,9.7,8.134,7.377,14.715,1.367,-1.122,3.717,9.882,12.569,4.175,10.971,6.817,8.178,-0.978,2.674,0.164,-0.424,12.715,14.07,9.238,3.638,1.667,4.551,6.633,11.268,-0.782,5.136,10.988,2.043,3.246,10.047,9.501,13.549,1.355,-1.904,11.63,0.401,6.399,3.088,0.559,4.723,12.228,14.289,1.881,13.931,3.08,12.392,-2.004,10.487,8.289,2.183,0.443,3.182,5.424,-2.801,3.247,0.623,8.785,-0.724,9.422,13.776,-1.458,0.548,9.903,7.643,6.055,2.986,7.584,9.3,0.199,9.136,5.906,7.943,6.258,8.594,0.946,7.852,3.347,6.675,1.462,0.026,12.806,-1.061,12.561,7.189,6.489,7.126,0.463,7.229,6.3,4.922,15.68,12.383,7.849,11.148,5.726,6.446,-0.517,6.85,9.059,1.557,9.795,1.588,5.682,3.271,8.442,0.238,3.56,0.605,8.882,3.217,6.059,-0.877,0.061,10.844,11.391,5.748,9.227,4.528,-1.367,1.461,6.459,9.45,9.193,11.874,7.118,-3.032,1.549,-0.843,0.039,5.612,4.551,2.284,12.154,3.504,8.488,-1.61,6.428,9.556,-1.264,8.729,15.58,7.583,6.085,14.2,4.663,12.114,5.901,3.997,13.637,-1.124,5.141,1.503,7.118,0.553,3.471,4.952,0.897,2.868,-1.802,3.681,7.08,11.694,3.716,7.908,-2.411,6.32,7.776,0.955,11.037,12.927,8.66,4.432,6.615,-0.37,-1.643,-1.839,5.657,6.717,1.977,-1.487,-0.005,6.823,2.922,3.265,2.291,3.106,6.428,4.674,8.225,1.988,2.581,8.256,4.831,5.08,-0.563,11.66,0.698,6.523,9.88,6.364,3.241,5.518,-1.006,4.88,-3.472,-1.742,8.5,12.616,3.376,10.116,6.758,5.501,6.902,3.713,-3.824,2.99,7.54,9.865,7.411,2.909,7.868,4.095,0.152,1.088,8.741,8.064,-0.627,7.687,-1.685,3.696,6.085,3.764,0.355,5.646,13.375,-1.55,3.272,2.782,6.934,-1.547,6.782,-0.845,9.371,10.714,-3.145,4.166,13.492,-2.262,2.674,0.834,8.86,11.826,5.845,6.038,5.477,3.239,11.079,7.701,-0.782,-3.084,-5.394,-2.205,5.813,12.526,8.043,7.283,-4.235,7.485,4.365,8.48,5.752,6.023,8.341,6.872,5.475,1.776,3.418,10.398,4.234,9.657,-3.325,4.081,4.381,0.262,3.204,1.563,8.85,11.703,6.399,0.205,0.532,7.126,6.47,-2.223,5.704,8.556,4.693,6.971,5.39,-5.908,3.331,2.39,-2.133,3.048,6.086,7.525,-0.805,2.6,-2.032,11.964,-3.759,5.078,7.099,5.054,3.815,8.581,0.893,3.857,5.667,-0.405,3.957,9.936,-3.523,-1.534,4.32,2.999,0.778,3.377,6.368,5.303,0.616,3.513,4.345,2.605,5.865,8.498,-2.085,0.354,0.982,8.098,3.834,6.605,3.59,5.498,9.745,5.519,3.588,3.105,-4.377,0.7,5.219,-0.556,5.413,2.73,2.239,-1.278,10.487,-4.089,4.214,6.855,0.887,3.828,6.633,-2.777,7.006,9.119,4.884,-1.011,7.681,7.603,2.589,4.499,4.408,1.14,4.457,0.813,2.366,4.224,-0.633,4.872,5.849,1.276,5.074,3.427,0.157,5.424,-2.282,6.975,7.571,1.293,9.798,4.577,3.986,7.657,3.741,3.202,5.043,-0.001,2.451,1.179,6.739,-0.699,-1.888,10.03,5.977,-1.07,3.993,-1.252,-4.479,0.766,10.853,2.259,5.512,-2.685,1.594,9.046,3.668,0.652,0.57,-0.946,-0.277,0.315,-2.252,-2.901,5.288,7.522,0.664,-1.517,0.525,3.98,0.697,4.223,11.372,-3.283,5.401,3.581,2.41,7.609,7.337,-1.715,3.552,1.32,9.41,0.75,-0.987,0.395,1.771,-3.271,-4.662,-2.238,-0.58,0.883,0.893,3.231,-3.855,7.35,2.956,0.64,-3.492,-3.4,-0.837,0.623,2.081,0.616,4.199,-0.803,3.924,2.272,5.553,0.163,-0.636,-1.689,-1.654,2.899,0.252,4.131,3.089,3.093,-0.827,1.752,1.115,2.127,0.565,-3.889,0.975,1.443,-0.62,-0.355,0.201,-3.128,0.276,9.704,8.772,0.928,2.701,1.429,5.773,5.254,-2.069,-1.641,1.836,1.036,-0.8,0.19,-0.878,-6.086,2.81,-1.578,1.395,0.672,-0.764,-0.863,-2.818,1.391,-1.981,-1.005,0.04,0.058,1.223,-3.508,-0.76,-2.995,1.196,-0.605,-1.964,0.152,1.138,-0.43,5.402,4.095,0.22,-2.512,-0.588,-1.196,1.941,-1.366,2.531,0.963,1.663,0.909,-2.481,-5.547,5.67,3.29,2.096,0.799,2.032,3.293,-1.21,-1.977,-1.299,-2.1,-3.552,3.302,-1.265,1.53,1.931,4.74,-0.509,-0.728,4.352,1.638,-1.074,2.876,-2.425,0.393,-1.374,-1.021,-0.086,-1.844,-0.914,1.512,-3.8,-2.772,3.305,-2.184,-0.918,0.415,0.798,4.706,-2.158,5.085,2.153,2.24,-0.769,-0.061,1.62,-2.752,3.198,0.378,1.389,1.565,-2.446,0.113,1.151,3.702,-0.117,2.645,0.04,1.83,-0.983,-0.952,1.956,-1.119,6.553,1.478,-0.72,3.002,-2.078,-0.895,0.014,-1.402,2.27,-2.328,0.585,1.965,-0.103,1.989,0.416,2.383,3.986,-1.575,-0.501,3.41,1.079,0.826,-0.257,3.615,-0.145,0.413,5.804,-0.06,3.371,2.326,7.518,-0.169,5.612,-1.168,0.861,-0.992,-0.663,-1.747,-0.224,-2.735,0.435,5.222,-1.272,1.838,3.291,2.594,-0.447,1.505,1.076,-1.616,2.626,-0.318,4.333,3.92,-2.077,-2.667,0.096,-0.606,-3.292,-1.957,-2.163,-0.956,4.429,-2.697,3.328,1.303,-1.62,-0.292,6.047,2.222,0.295,1.876,4.297,-0.293,-3.182,9.314,21.176,9.962,10.358,10.828,14.572,12.083],"base_top":[[248058,21.176],[40,19.642],[3928,16.993],[760,16.664],[2665,16.404],[8725,16.237],[12189,16.117],[5328,15.8],[22916,15.68],[27775,15.58]]},"positions":{"tokens":[248058,198,27,1628,28,3288,5457,29,198,27,15704,28,17459,29,198,49931,10208,62,22,23,19,198,510,15704,29,198,27,15704,28,2348,29,198,15,20,23,198,510,15704,29,198,27,15704,31487,29,198,1856,3766,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","move","_item",">","\n","<","parameter","=","destination",">","\n","spr","uce","_","7","8","4","\n","</","parameter",">","\n","<","parameter","=","source",">","\n","0","5","8","\n","</","parameter",">","\n","<","parameter","=item",">","\n","not"," provided","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.5207,1.5794,-0.7881,-0.0049,-2.558,0.8464,-1.0085,-0.3519,0.3201,-0.9681,-0.1214],[-3.3307,0.8185,7.1224,14.9155,-1.4937,-1.5847,1.1306,-0.8342,0.0766,-0.6538,-0.3068],[-3.1462,0.3493,9.6071,17.012,-1.626,-1.5251,-0.6569,-0.2701,0.1451,-0.5818,-0.0857],[-1.9458,0.2191,10.1301,17.6023,-2.766,-1.0504,0.4342,-0.7681,-0.1139,-0.4575,0.0008],[-1.4531,-0.1367,8.8751,16.8312,-2.8099,-1.6362,-1.1991,-0.6066,0.1423,-0.7892,0.421],[-0.9532,0.509,10.3236,14.5047,-1.4594,-1.8168,-0.8956,-1.0866,0.3184,-0.9991,0.0664],[-3.3387,-1.6271,9.4349,20.8904,-1.851,-0.7078,0.7135,-1.2341,0.0704,-1.3772,0.2403],[-5.2048,-1.633,9.2965,22.1386,-1.5241,-1.9328,0.6416,-0.7416,-0.0653,-1.1122,0.1939],[-5.1616,0.2463,10.0649,21.4621,-3.0044,-1.8691,1.5783,-0.1238,0.1231,-0.7383,-0.1004],[-4.1246,-0.3268,10.9618,17.1801,-2.3988,-1.6281,-0.2878,-0.3476,-0.0509,-1.0018,-0.2241],[-1.4068,-0.454,9.8967,18.0103,-4.0799,-0.6637,2.8061,-0.6296,-0.154,-0.7954,-0.0848],[-1.4449,-0.8542,9.8945,19.162,-4.6162,-1.5307,-0.8263,-0.821,-0.0445,-1.3212,0.3669],[-1.2483,-0.7963,12.417,17.0219,-3.7425,-1.5325,-0.0378,-1.3071,0.1301,-1.3292,-0.1071],[-4.7445,-2.0332,12.4114,22.1345,-2.1328,-1.3277,0.958,-0.6859,0.0452,-1.5378,0.0538],[-3.6975,-1.133,17.0007,19.7336,-3.6838,-0.7981,1.8083,-0.0774,0.4265,-1.2523,-0.1862],[-1.5176,-0.8052,20.3811,15.8986,-2.1073,-0.8938,-1.2931,-0.2156,0.3453,-1.1586,-0.1953],[-3.3603,-1.7747,13.2633,19.7409,-1.3114,-0.2538,1.1333,-1.2424,-0.0189,-1.0049,0.157],[-4.4222,-0.8904,12.4698,22.5846,-1.582,-0.1145,0.8501,-1.5715,0.3101,-1.4886,-0.0804],[-2.5094,-1.9271,16.4926,21.4814,-2.04,-0.292,-1.1531,-0.9708,-0.0233,-1.4239,-0.636],[-2.979,-2.6675,13.7131,20.5381,-0.3777,-1.5933,-0.5408,-1.0859,-0.0079,-1.7099,-0.4733],[-3.3854,-2.0362,13.5515,22.1602,-0.7451,-1.9151,0.3017,-1.5683,0.2594,-1.5446,-0.2973],[-4.435,-1.1656,10.9808,22.1004,-1.1976,-2.2504,1.2942,-0.5418,0.133,-1.2466,-0.2262],[-4.8337,-1.4369,12.7966,20.1828,-1.7773,-2.0352,0.6313,-0.505,0.1528,-1.273,-0.6111],[-3.0433,0.1546,11.411,17.3456,-2.3195,-0.9341,0.8521,-0.553,-0.0449,-0.7554,-0.6034],[-4.4255,-0.2765,9.5559,21.8473,-1.5975,-2.9002,0.6992,-0.9912,0.049,-1.2081,-0.087],[-3.4205,-0.8481,11.6095,21.6947,-2.5001,-1.3201,1.6959,-0.207,0.1362,-1.324,-0.2314],[-4.9113,-0.6865,10.936,19.0464,-2.9872,-1.4323,-0.18,-0.2926,-0.2265,-1.1028,-0.2432],[-0.7931,-1.2008,11.088,18.6355,-3.459,-0.8103,1.7432,-0.7164,-0.227,-0.9917,-0.2255],[-1.1047,-1.0454,9.8741,18.7725,-4.1978,-1.501,-1.2552,-0.6608,-0.0219,-1.4838,0.3088],[-0.3107,-0.824,11.2507,16.9491,-3.3505,-1.5545,-0.4622,-1.1124,0.0488,-1.4457,-0.1545],[-3.1242,-1.0124,10.606,22.678,-2.6402,-2.1125,0.682,-0.8911,-0.0045,-1.5993,0.0927],[-2.1895,-0.2024,13.8168,21.0971,-3.6124,-1.3627,1.0465,-0.3419,0.446,-1.213,-0.2311],[-0.9367,-0.2598,17.7788,17.9972,-2.4978,-1.5339,-1.8763,-0.3417,0.3245,-1.2706,-0.3833],[-2.5581,-1.6146,13.7546,21.733,-1.455,-2.9605,-0.8353,-1.0066,0.2943,-1.2846,-0.5233],[-3.103,-1.5851,11.6616,20.8102,-0.2181,-1.196,1.2267,-1.1219,0.1892,-1.6905,-0.3468],[-3.353,-1.0341,10.5215,21.8558,-2.3434,-1.9829,0.6547,-0.5092,0.3029,-1.5408,-0.244],[-3.5189,-1.373,12.599,20.0653,-2.4553,-1.6254,0.6819,-0.619,0.3422,-1.4714,-0.6563],[-2.6405,0.3706,11.2381,17.4565,-2.2229,-0.8966,0.8865,-0.5964,0.0384,-0.5735,-0.6646],[-3.03,0.193,9.1055,20.9818,-1.9207,-2.0251,0.8735,-1.0619,0.0682,-1.4007,-0.0997],[-1.8766,0.0725,10.0685,20.6091,-2.2859,-0.6788,1.8074,-0.4703,0.0582,-1.4015,-0.3595],[-2.7515,0.3399,9.2338,16.6071,-1.7693,-0.6963,-0.1394,-0.873,-0.1828,-1.2145,-0.2152],[0.0411,-0.6211,10.5528,17.7685,-3.1151,-0.9478,1.7819,-0.7885,-0.1977,-1.0602,-0.0598],[-0.8739,-0.7079,10.028,18.1593,-3.5901,-1.7509,-1.2066,-0.6447,-0.1026,-1.5095,0.2319],[-1.0804,-0.2552,9.095,19.5279,-1.9918,-3.0659,0.1572,-0.942,-0.4193,-1.4257,0.0765],[-0.5627,0.6081,11.3736,15.8577,-2.2499,-1.4449,1.2991,-0.3593,0.2403,-1.3373,-0.396],[0.6991,0.7849,14.5633,10.5523,-1.1089,-1.5175,-1.3896,-0.1959,0.1038,-1.2587,-0.4089],[-1.7083,-0.9747,9.7588,19.8646,-1.2178,-1.3186,-0.2498,-0.9504,0.0294,-1.5652,-0.2338],[-1.0064,0.8467,8.3874,19.962,-2.1392,-2.0482,0.7257,-0.8244,0.0039,-2.1876,-0.0686],[-2.5067,-0.2549,11.5308,18.956,-1.7389,-1.2667,0.292,-0.7269,0.1749,-1.4164,-0.4557],[-1.9533,0.5509,11.5196,17.9181,-1.7925,-0.7735,0.4515,-0.7333,0.08,-0.6675,-0.5626],[-3.629,-0.0621,9.4023,21.3422,-0.6074,-3.168,0.3793,-0.7719,0.1317,-1.2948,0.0005],[-1.9026,-0.1468,8.9267,20.3223,-1.0946,-1.6552,2.0349,-0.3149,0.1184,-1.3702,-0.1132],[-3.1296,0.2238,10.0417,16.5611,-1.0,-0.9717,-0.0098,-0.5354,-0.2242,-1.0869,-0.0829],[-3.2836,0.1389,9.9418,17.0988,-2.1389,-0.2663,-0.8412,-1.0167,0.0364,-1.012,-0.2348],[-4.0132,0.215,4.6895,11.3831,-0.5262,-1.3819,1.7642,-1.1736,0.252,-0.6837,-0.1868],[-3.3637,-1.3736,9.9535,17.7454,-1.5751,-1.2075,2.9477,0.121,0.3162,-0.8293,-0.1555],[-4.8092,-0.2053,8.4444,12.8362,-1.8995,-1.2628,-0.2302,-0.8023,-0.0856,-1.2138,0.1543],[-2.8824,0.32,9.1933,13.6965,-1.9852,-0.4535,-2.1567,-1.0155,-0.0185,-1.5504,0.0471]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=move_item>\n<parameter=destination>\nspruce_784\n</parameter>\n<parameter=source>\n058\n</parameter>\n<parameter=item>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":58,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=move_item>\n<箇词=source=\"058\">\n<parameter=item>\nnot provided\n</parameter>\n<箇词=destination=\"spruce_784\">\n<箇词=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":65,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0074","set":"practice","cohort":"no_tool","family":"record_retrieval","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to retrieve one record by its exact identifier. Do not access or change stored data.\nSearch query or exact record identifier, as requested: \"maple_219\".\nUnrelated archived note: maple_692, reference 050. These are not inputs to this request.","tools":[{"function":{"description":"Find records whose text matches a query. Inert synthetic operation.","name":"search_records","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"key":{"description":"Search query or exact record identifier, as requested","type":"string"}},"required":["key"],"type":"object"}},"type":"function"},{"function":{"description":"Retrieve one record by its exact identifier. Inert synthetic operation.","name":"fetch_record","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"key":{"description":"Search query or exact record identifier, as requested","type":"string"}},"required":["key"],"type":"object"}},"type":"function"}],"prompt_tokens":582,"decision":{"rms":0.3684936334487861,"sumsq":139.04543528170325,"hb":[-0.05821,-0.04161,-1.43472,0.08638,-0.96873,0.28056,-0.46891],"lse":22.100403308992004,"logits":[15.068,13.286,11.876,12.337,11.151,11.203,8.056,9.459,9.646,11.694,9.953,15.551,12.363,8.599,13.323,10.491,8.001,9.855,10.184,9.957,19.35,8.397,10.616,14.213,12.017,10.563,12.428,10.28,11.823,8.24,8.331,13.623,14.398,8.627,11.047,9.542,8.992,10.409,7.655,10.014,12.926,7.396,6.501,11.949,4.723,6.066,3.62,9.859,7.124,14.335,5.24,8.285,8.953,8.257,7.825,5.584,9.458,10.024,10.37,6.89,5.771,14.242,1.835,6.844,8.016,11.45,7.717,14.18,0.769,17.651,14.193,9.862,7.939,0.93,11.728,1.99,10.347,7.086,9.345,12.003,9.327,8.578,9.936,8.595,10.718,7.42,8.189,3.307,10.589,12.632,-0.439,4.476,18.261,11.091,8.211,6.592,13.281,-5.324,0.343,5.248,6.428,10.159,1.389,8.868,1.324,13.715,10.979,1.169,6.273,10.283,7.171,10.456,6.301,5.455,7.395,11.766,17.242,7.546,7.587,9.78,12.666,10.66,13.973,14.875,15.94,12.936,3.215,9.494,7.69,7.76,4.58,9.205,3.569,7.442,10.336,9.591,6.092,14.463,2.592,8.596,9.04,15.868,14.222,5.32,1.315,10.15,13.721,-1.164,17.11,2.183,-3.531,8.578,7.048,9.183,5.394,11.07,7.363,8.957,7.666,10.982,8.74,4.836,10.521,-1.355,6.613,5.836,9.827,6.68,-6.121,8.85,12.366,12.846,14.326,7.476,8.412,7.772,10.852,8.16,13.075,8.561,7.117,5.23,6.368,2.607,8.765,15.901,5.593,10.884,-0.175,10.769,9.907,6.233,14.248,10.787,5.707,5.864,8.522,15.07,10.074,3.384,6.62,12.925,6.078,1.382,12.036,8.74,13.22,8.287,3.043,11.028,2.287,13.717,14.318,1.718,10.447,5.708,-4.11,4.522,1.868,2.062,10.452,15.733,8.695,3.031,-0.297,6.674,7.775,4.399,-0.54,4.143,11.051,-2.572,1.546,13.712,9.627,12.954,4.823,13.273,6.537,10.322,7.819,5.174,4.373,3.325,4.99,11.713,-1.13,-2.492,10.302,9.232,0.365,12.221,9.742,10.653,5.413,0.886,10.919,12.042,7.782,12.27,10.076,9.696,5.068,1.444,5.017,7.631,3.075,9.418,4.965,14.422,-0.105,1.029,0.608,2.001,1.067,9.772,8.266,7.366,8.1,0.595,13.938,8.885,0.537,7.292,5.785,8.409,-2.693,9.17,12.123,12.544,9.338,6.937,10.701,8.949,8.727,12.733,10.464,13.19,13.371,8.476,10.417,8.382,6.359,10.274,5.266,5.775,7.451,12.553,1.338,9.329,8.317,5.886,14.458,3.42,-2.308,-0.996,9.673,8.325,-1.849,1.97,4.07,8.887,7.968,6.106,8.713,11.647,-5.074,-3.231,9.303,9.81,15.912,8.63,2.916,11.304,13.279,4.642,9.598,1.095,2.874,5.203,-0.258,10.915,13.771,11.374,8.087,4.914,9.159,6.873,7.553,4.865,12.747,6.356,-0.348,2.318,11.391,12.076,6.278,10.907,12.874,9.049,1.864,6.647,-0.15,0.74,14.034,11.673,12.168,5.605,3.912,5.898,10.063,11.283,-0.121,5.986,10.292,4.603,4.911,10.827,8.521,14.357,2.451,-4.8,14.187,2.125,8.642,3.149,2.081,3.445,9.948,13.826,1.632,13.033,7.619,13.323,-1.186,9.923,7.148,2.372,0.287,5.472,3.127,-2.456,5.312,3.4,9.581,0.685,7.65,11.723,-3.02,4.885,9.429,8.647,2.238,5.96,10.169,8.71,-0.806,11.423,7.103,11.055,5.853,10.222,3.334,8.54,6.369,9.376,4.153,-1.268,13.596,-0.519,13.336,9.479,4.645,6.302,3.072,5.871,8.501,9.257,13.191,13.078,9.017,9.616,7.688,5.359,1.656,7.426,10.171,1.916,11.16,3.147,8.422,1.153,11.177,0.054,5.801,2.568,9.272,5.649,5.853,-0.685,1.841,11.879,11.117,4.579,10.994,2.194,1.67,1.133,7.26,7.625,7.897,13.251,6.947,-1.705,2.465,0.365,0.157,10.125,5.173,1.568,11.379,5.774,10.984,-0.91,6.487,11.87,0.461,7.85,16.043,13.092,4.772,8.313,5.312,9.331,6.35,7.959,13.084,-0.205,9.332,2.227,7.751,3.156,4.525,5.129,1.879,5.319,-1.97,5.089,8.789,13.03,5.154,10.591,0.739,6.146,9.911,5.83,8.563,13.866,7.121,5.804,7.957,1.937,1.113,-0.178,5.778,6.118,3.551,-1.792,1.279,6.633,7.343,6.846,5.05,4.159,6.134,5.832,8.523,4.1,4.266,8.172,4.616,2.851,0.701,11.081,-0.239,7.302,11.628,9.759,4.973,5.115,0.705,4.767,-0.583,0.638,7.398,9.614,6.431,10.698,3.679,8.971,8.763,3.52,-1.265,3.088,9.318,11.518,8.015,2.52,8.563,3.934,0.049,3.97,6.878,10.542,1.334,12.201,-1.558,7.307,8.748,3.022,2.804,5.938,10.991,-0.623,3.579,0.681,6.69,1.287,8.951,-0.318,11.606,9.321,-2.852,6.097,9.858,0.123,4.013,1.509,7.068,12.784,3.57,7.408,8.538,1.7,12.256,10.356,-1.034,-2.267,-2.963,0.848,9.377,12.666,8.877,7.713,-2.014,7.757,3.716,8.346,5.439,7.717,13.657,9.384,4.511,2.494,6.281,11.255,6.011,9.215,-3.157,3.799,4.896,1.383,3.205,3.59,8.366,12.218,7.218,0.477,0.255,8.043,9.949,1.891,5.099,6.956,4.578,8.104,5.839,-5.172,5.866,2.571,0.39,4.01,8.76,9.098,1.276,1.544,-0.296,12.663,-1.963,8.175,8.195,5.398,6.852,10.802,1.176,6.177,8.033,0.107,5.374,13.424,-4.575,1.286,2.628,4.997,-1.108,6.118,8.359,5.402,0.457,3.725,2.008,2.008,8.4,15.669,2.876,0.774,0.682,10.322,5.98,8.073,4.939,10.86,13.279,7.104,3.62,6.325,1.817,2.789,7.969,0.007,8.284,2.605,3.263,-1.145,11.618,-0.023,6.971,6.228,1.991,4.418,9.332,1.045,8.1,10.928,2.415,1.624,8.028,6.598,2.955,5.226,4.586,0.078,4.751,0.795,3.534,7.454,-0.617,9.109,6.319,4.84,4.963,1.777,2.141,5.429,0.771,8.647,10.309,1.452,12.427,2.602,3.906,4.6,5.742,2.815,10.652,2.54,3.811,3.344,6.95,0.846,-0.775,10.421,1.447,0.697,6.337,0.729,-5.759,0.63,8.359,1.184,4.598,-1.115,1.896,8.782,7.82,1.637,0.2,2.878,0.116,1.765,-0.036,-1.613,9.276,9.098,1.161,-0.924,3.72,6.254,1.171,7.085,11.732,-5.287,5.813,5.944,3.328,6.083,8.413,0.292,2.88,1.282,9.866,1.073,-1.304,3.433,-0.666,-2.155,-4.822,-0.015,1.155,0.463,2.66,4.505,0.238,5.806,3.801,0.963,-2.989,-2.887,-2.376,-2.016,2.601,0.079,2.921,1.241,3.957,1.359,5.467,1.361,-1.522,-2.98,0.653,2.508,1.242,6.023,2.174,5.464,-2.168,2.677,2.46,0.744,0.805,-3.312,2.356,2.972,-0.57,0.102,1.285,-1.416,1.18,10.019,8.878,0.351,1.254,2.992,2.731,4.265,-1.047,-0.978,2.441,1.816,0.396,0.488,-1.086,-4.707,3.243,-2.763,1.286,-0.638,0.884,-2.103,-0.415,2.102,-0.229,-2.122,1.666,1.505,1.023,-2.355,0.318,-0.503,0.697,1.499,0.109,1.397,0.48,-1.693,-0.854,4.816,0.261,-2.692,-1.104,-0.741,1.761,0.105,1.058,2.978,3.983,1.632,-1.395,-4.959,4.881,3.486,0.322,1.439,3.063,1.837,-0.877,-2.088,-0.249,-2.513,-2.267,4.533,-2.786,2.236,1.337,5.558,0.905,2.427,3.719,2.213,0.696,4.31,-1.228,1.751,1.172,1.116,3.326,1.986,-0.896,1.835,-3.74,-3.854,3.189,0.092,-0.999,2.835,1.461,3.07,-0.582,6.662,0.541,2.38,0.194,1.661,0.703,-2.26,4.111,0.379,2.282,2.531,-2.537,-4.153,1.191,4.067,2.016,3.131,1.21,2.468,-0.737,-0.95,2.957,2.268,2.532,1.006,0.644,0.646,-3.363,-1.084,-1.61,-2.522,3.752,-1.863,0.649,0.91,1.429,-0.796,1.753,3.253,3.643,-1.513,1.21,3.413,0.117,-1.682,-0.567,4.034,-0.118,-0.598,5.545,-0.072,2.027,0.901,7.006,0.868,4.963,-0.748,3.101,-0.267,-0.623,-0.732,-1.792,-2.086,4.805,1.914,0.998,2.634,1.819,2.232,-0.043,2.026,3.148,2.142,3.757,0.08,4.15,3.801,-1.041,-0.147,-2.357,1.215,-1.379,0.084,0.943,-1.097,2.182,-3.368,4.159,1.425,-1.652,-1.656,4.035,4.079,0.635,2.617,3.464,2.229,-3.447,8.64,21.924,9.094,10.454,10.383,16.119,12.648],"base_top":[[248058,21.924],[40,19.35],[1206,18.261],[760,17.651],[1919,17.242],[2665,17.11],[248068,16.119],[27775,16.043],[2064,15.94],[12189,15.912]]},"positions":{"tokens":[248058,198,27,1628,28,9353,13786,29,198,27,15704,83592,29,198,2117,273,62,17,16,24,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fetch","_record",">","\n","<","parameter","=key",">","\n","map","le","_","2","1","9","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.7591,-0.4569,-0.4332,-0.7196,-1.3339,0.9907,0.0516,-0.2667,0.1044,-0.8299,-0.1668],[-3.7497,0.5877,7.8843,15.0607,-0.9177,-1.4101,1.1985,-0.8343,0.1111,-0.584,-0.391],[-4.3219,-0.2788,11.6875,18.2325,-1.5025,-0.5504,-0.7059,-0.2335,0.1005,-0.761,-0.2693],[-1.6851,-0.6998,10.8776,16.9594,-2.0435,-0.5776,0.6101,-0.973,0.0408,-0.6311,0.0058],[-1.5764,-0.9206,11.0229,18.0512,-2.6937,-0.8817,-2.3071,-0.6598,0.0853,-0.7627,0.6699],[-0.8752,-0.6009,13.3968,15.9779,-1.5949,-1.5223,-1.6729,-0.9839,0.1797,-1.1137,0.0874],[-3.2987,-1.0121,11.0672,21.899,-1.5257,-0.2238,-0.1569,-0.9845,-0.101,-1.0886,0.1],[-4.8344,-1.5188,10.9412,22.3368,-0.8253,-2.2701,-0.1357,-0.7763,-0.2908,-1.1891,0.144],[-5.0375,-0.5117,11.2826,22.4133,-1.7495,-2.3732,1.9637,-0.2622,-0.1461,-0.9958,-0.1844],[-4.995,-0.4339,12.462,18.7344,-0.8014,-1.7723,0.5815,-0.2167,-0.2449,-1.2667,-0.2594],[-0.9742,-0.4979,10.9283,17.2585,-2.4947,-1.0768,2.4264,-0.5974,-0.3217,-1.1212,-0.0804],[-1.9004,-1.1021,11.1098,18.351,-1.9891,-2.1941,-1.1604,-0.4632,-0.3984,-1.2586,0.545],[-4.4323,-2.1535,12.6995,22.6659,-1.6598,-2.507,1.0495,-0.7698,-0.0506,-1.5491,0.2027],[-3.6585,-1.0893,16.3987,19.6848,-2.9706,-1.0543,2.7239,-0.2034,0.3234,-1.3807,0.0122],[-1.9784,-0.903,19.7833,14.8211,-1.3438,-1.5348,-0.1716,-0.3536,0.211,-1.3891,0.0389],[-2.4268,-0.717,12.8024,19.5166,-0.0943,-0.4235,-0.5766,-1.2887,0.3334,-1.4613,0.3353],[-3.8011,-0.6028,13.3251,21.9241,-1.9431,0.0402,1.1763,-1.1861,0.2354,-1.4085,-0.0122],[-2.1027,-1.1075,16.2851,20.0932,-1.7231,-0.6319,0.03,-0.6218,0.1923,-1.4196,-0.5469],[-3.5364,-2.2306,13.6584,21.4589,-0.9268,-1.1417,-1.1994,-1.4498,0.1128,-1.9924,-0.4344],[-3.5519,-2.4577,13.5677,21.3628,-0.5874,-2.1367,-0.2078,-1.0998,-0.0163,-1.5565,-0.2492],[-4.0542,-1.2054,11.5268,21.5893,-0.3857,-2.1251,0.7389,-0.6154,0.1223,-1.3942,-0.115],[-4.3108,-1.2658,12.3506,19.3431,-1.6333,-0.889,0.07,-0.4281,0.1527,-1.187,-0.5934],[-2.706,0.247,11.365,17.0748,-1.8854,-0.6516,0.7271,-0.3796,0.0154,-0.6226,-0.5606],[-3.5866,0.1861,8.8114,20.5923,-0.6464,-2.5417,-0.0492,-0.8816,0.0889,-1.0735,-0.2493],[-1.9033,-1.2179,10.4392,21.2518,-0.3333,-0.4039,2.1491,-0.2238,0.0722,-1.2201,-0.244],[-3.5277,0.3412,9.8925,17.0209,-0.8544,-0.7809,-0.6468,-0.6673,-0.2253,-1.2101,-0.4332],[-0.8298,-0.0643,11.1052,18.4543,-2.2866,-0.4861,2.2936,-0.6057,-0.2461,-0.8631,-0.3144],[-1.8568,-0.9608,11.179,19.0018,-2.3178,-1.7555,-1.2128,-0.4831,-0.2541,-1.0649,0.3095],[-1.2795,-1.4267,14.2003,19.4776,-1.5342,-2.1097,-1.0032,-1.1939,-0.2278,-1.4677,-0.3477],[-3.4875,-1.8849,11.7072,22.2808,-0.6258,-2.4094,-0.0689,-0.8675,-0.0811,-1.5218,0.2034],[-2.992,-0.9146,13.1193,19.5052,-1.9458,-1.7031,0.8512,-0.3333,-0.1302,-1.233,-0.1246],[-1.5168,-1.0035,16.6768,15.7507,-0.2763,-1.7277,-1.501,-0.5612,-0.1747,-1.3193,-0.1424],[-4.7632,-0.9583,11.2664,22.7103,-0.9505,-1.8067,0.648,-0.5139,0.0205,-1.3746,-0.199],[-4.5314,-1.4909,12.5341,18.9329,-1.8376,-0.8294,1.1204,-0.5387,0.1614,-1.2577,-0.582],[-2.9352,-0.8549,11.7059,16.912,-1.7615,-0.5797,1.3225,-0.5725,0.0687,-0.799,-0.6935],[-3.9525,-0.1544,8.574,19.7197,-0.6053,-1.862,0.3854,-0.6307,0.3244,-0.9674,-0.1079],[-3.4521,-0.8887,10.6946,20.8967,-0.9008,-0.5999,2.0153,0.0025,0.1283,-0.9098,-0.2346],[-5.5842,0.1164,11.1642,17.6757,-0.6946,-1.0701,-0.4266,-0.2719,-0.1191,-0.8843,-0.2094],[-3.7542,0.049,10.4248,16.2475,-2.2585,-0.3819,0.2135,-0.7239,-0.0531,-1.0902,-0.3937],[-4.5943,-0.1337,6.5038,13.5175,-0.5025,-2.1619,1.861,-1.3944,0.1574,-1.0811,-0.223],[-3.8577,-1.6519,10.6032,17.4704,-0.5666,-0.9519,3.1446,0.054,0.2358,-0.9313,-0.163],[-3.981,0.1876,8.3988,12.1938,-1.2081,-1.6275,0.0678,-1.0289,-0.0107,-1.1876,0.2837],[-2.9687,0.4767,8.2738,12.5384,-1.726,-0.447,-0.9769,-1.0895,0.0049,-1.3536,0.1103]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fetch_record>\n<parameter=key>\nmaple_219\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fetch_record>\n<parameter=key>\nmaple_219\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0029","set":"practice","cohort":"valid_call","family":"substring_position","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_82347 {\"p_1_22\": \"cedar_921\", \"p_2_39\": \"022\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_771, reference 028. These are not inputs to this request.\nThe operation I need is: find the first position of a term in stored text.\nStored document identifier: \"cedar_921\". Text to locate: \"022\".","tools":[{"function":{"description":"Find the last position of a term in stored text. Inert synthetic operation.","name":"fx_14648","parameters":{"additionalProperties":false,"properties":{"p_1_22":{"description":"Stored document identifier","type":"string"},"p_2_39":{"description":"Text to locate","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_22","p_2_39"],"type":"object"}},"type":"function"},{"function":{"description":"Find the first position of a term in stored text. Inert synthetic operation.","name":"fx_82347","parameters":{"additionalProperties":false,"properties":{"p_1_22":{"description":"Stored document identifier","type":"string"},"p_2_39":{"description":"Text to locate","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_22","p_2_39"],"type":"object"}},"type":"function"}],"prompt_tokens":658,"decision":{"rms":0.4261388101596548,"sumsq":185.9515243768692,"hb":[0.02457,-0.09089,-2.16196,0.26485,-1.59303,0.2075,-0.60953],"lse":23.49068021532914,"logits":[13.232,11.233,12.294,12.023,11.647,11.136,8.832,8.97,11.081,11.433,10.357,15.883,11.519,9.8,13.836,9.404,9.047,11.632,10.713,9.337,19.599,10.423,10.307,13.569,12.739,11.729,9.596,9.317,11.718,8.399,9.111,13.56,13.253,8.277,12.45,11.513,9.268,10.707,9.55,9.098,12.078,8.254,7.852,11.234,4.832,7.557,-0.394,10.002,5.619,14.143,4.992,8.006,8.888,8.299,7.538,4.751,8.951,12.735,9.8,7.102,7.295,13.926,4.393,8.586,9.215,11.69,4.286,9.77,1.296,18.398,8.171,7.374,8.52,-0.478,9.403,2.999,10.136,6.353,7.994,8.12,9.708,8.388,7.979,8.253,10.039,5.335,6.854,3.56,11.647,11.424,1.514,4.588,15.253,12.328,3.513,6.25,12.762,-3.149,3.736,3.23,7.123,7.88,1.373,7.847,-0.066,12.932,9.94,4.793,7.848,10.642,5.629,10.183,5.435,6.566,6.281,10.958,15.544,4.161,6.567,8.301,12.554,10.538,12.34,13.005,12.904,10.975,4.357,11.587,9.009,9.145,2.737,6.039,3.089,6.027,12.17,7.861,5.215,13.529,4.871,10.041,7.914,13.028,12.899,4.21,0.253,7.988,11.887,1.087,15.958,2.843,-0.603,8.814,7.815,7.019,5.518,8.725,6.513,8.29,8.771,9.571,7.728,5.587,10.011,-2.244,8.14,4.732,10.188,7.812,-6.21,10.039,11.84,11.27,12.799,7.849,8.905,6.255,8.177,6.604,11.133,8.675,6.459,3.489,8.783,3.961,7.696,16.433,5.116,10.789,-1.35,10.048,10.245,3.579,11.091,13.935,4.943,3.364,9.263,11.417,9.242,3.076,6.731,11.99,6.56,3.119,13.018,7.383,9.525,7.515,5.116,13.836,2.582,11.266,14.008,3.025,6.608,4.849,-5.625,1.147,4.268,4.73,7.461,10.968,7.087,3.727,-0.458,7.776,8.46,5.085,1.711,4.309,10.935,-0.613,3.196,6.875,9.229,13.835,3.87,10.188,5.626,8.851,6.87,3.724,4.429,3.019,5.367,13.353,0.64,-4.127,8.333,9.385,-0.004,12.005,8.948,8.682,5.198,-1.813,12.385,12.305,8.107,11.382,9.515,10.323,6.141,2.281,4.388,6.657,7.82,10.712,5.056,13.421,1.09,3.215,0.47,1.436,2.213,8.792,7.121,7.149,7.131,0.83,10.641,9.678,1.454,5.194,4.576,7.89,1.083,7.733,11.703,10.763,7.574,7.052,11.161,8.73,8.582,13.479,9.825,11.599,13.98,8.286,10.66,6.398,6.343,9.05,6.239,6.11,4.791,10.722,2.253,10.138,7.727,4.563,13.134,3.857,-0.484,-3.328,8.375,7.975,-5.196,0.786,4.328,9.953,7.891,7.646,8.012,10.172,-3.144,-3.013,7.071,9.833,14.704,8.585,2.139,10.758,12.66,5.351,10.457,1.931,2.814,6.567,-2.174,11.019,11.605,11.877,8.281,4.411,9.377,4.784,6.865,3.479,10.462,5.185,-1.881,6.606,9.655,12.881,7.39,9.908,10.195,8.478,2.585,4.995,0.187,-0.115,12.344,10.967,12.535,5.694,3.277,4.902,9.047,10.696,1.638,8.053,10.233,5.77,4.527,10.226,7.576,13.125,3.831,-3.161,14.876,4.808,7.827,4.725,1.736,2.576,8.863,11.82,4.567,10.878,5.437,11.403,0.811,9.749,7.739,3.557,1.518,2.881,4.512,-2.415,5.964,2.571,12.177,1.364,9.391,11.125,-2.231,1.889,11.578,8.499,0.972,5.53,8.545,9.096,-1.103,12.709,7.89,9.281,7.597,11.172,3.868,7.362,8.881,9.783,4.845,0.799,12.636,-1.661,14.011,8.846,4.346,5.096,2.156,6.156,7.509,7.121,13.256,11.617,9.581,6.666,7.23,5.467,2.448,4.496,11.097,0.2,11.558,1.88,6.9,-0.249,9.672,-2.015,5.6,3.518,9.545,5.989,5.617,0.082,2.397,10.254,10.311,5.326,8.651,2.999,0.965,2.94,7.171,8.592,8.414,12.447,8.003,0.061,3.109,2.47,0.945,7.413,5.666,3.379,8.106,6.137,9.411,0.136,7.095,10.489,0.566,8.782,16.52,10.418,6.136,5.594,7.76,9.59,5.0,6.322,11.592,1.802,7.126,1.81,6.659,0.385,4.379,4.311,1.159,4.511,0.819,5.496,10.201,13.213,2.758,8.753,1.752,3.282,7.841,4.561,7.133,12.884,5.354,6.383,9.447,2.222,1.981,-0.149,5.972,6.396,0.856,-1.955,1.163,6.732,5.155,5.71,3.445,5.702,5.849,5.283,7.988,3.855,4.716,7.01,5.434,2.236,-0.221,9.574,1.327,6.871,10.441,6.914,5.164,7.243,2.27,6.548,-1.803,2.573,7.083,10.426,4.634,9.54,3.189,9.077,8.767,4.966,-0.424,3.457,7.831,10.077,6.236,1.587,9.28,2.527,-0.868,4.536,5.026,9.084,3.001,6.447,-3.246,5.915,6.306,1.913,2.711,7.321,9.473,-0.901,4.244,1.333,7.254,-0.474,10.542,0.508,10.51,8.98,-0.971,5.685,9.191,-1.043,3.208,3.241,6.171,12.505,2.112,7.095,7.914,3.873,11.478,10.525,0.498,-1.638,-1.808,1.986,7.631,9.437,8.951,7.785,-1.359,7.955,3.22,8.233,4.827,7.107,13.46,4.824,3.857,2.461,5.943,11.756,5.154,8.648,-1.985,3.805,4.936,2.47,4.496,3.089,8.114,11.699,6.838,2.223,2.165,4.531,10.568,-0.349,6.0,6.689,6.96,7.936,5.668,-2.023,1.963,2.789,-0.305,1.026,8.498,7.605,-3.908,1.844,-0.462,11.916,-1.861,4.954,8.821,6.91,6.325,8.327,2.556,6.688,6.54,-1.686,6.356,9.668,-3.593,-1.145,3.129,6.146,0.962,7.015,8.276,6.085,0.963,3.85,3.816,2.306,6.157,12.555,2.505,3.438,-0.088,9.94,5.575,8.88,4.909,6.672,10.457,6.579,2.486,5.836,2.325,2.103,6.849,1.567,5.919,2.58,1.725,0.209,12.336,-0.789,6.26,4.055,-0.443,5.732,7.996,-1.588,7.308,10.979,1.749,1.699,4.558,6.232,6.422,3.086,4.17,1.629,4.3,2.149,2.211,8.365,0.226,8.287,7.993,4.406,4.416,-0.186,4.03,4.63,0.802,8.559,7.825,2.469,11.699,2.74,3.395,4.868,6.147,5.197,6.779,3.14,1.031,3.298,5.949,1.751,0.485,8.447,-0.816,0.786,6.306,2.374,-3.367,3.552,6.354,2.957,3.358,-1.894,2.242,9.629,4.861,4.043,0.516,1.109,0.173,2.676,-0.909,-3.688,7.412,6.823,1.918,-1.137,2.231,6.143,3.281,6.434,9.751,-2.621,4.938,5.526,4.923,4.388,8.556,-0.125,4.243,1.205,9.374,-0.308,0.091,4.752,2.263,1.407,0.348,0.109,2.516,1.287,3.601,5.959,0.106,7.576,5.616,2.674,-0.827,-0.043,-1.666,1.818,3.113,3.013,5.444,0.232,5.483,2.291,5.911,3.13,0.595,1.415,1.43,6.021,1.845,5.111,4.584,4.244,-0.618,3.298,-0.6,2.942,1.755,-2.647,3.436,2.504,0.954,1.286,2.341,0.898,1.917,11.997,10.06,2.865,4.083,3.794,2.923,5.028,0.913,-1.228,3.315,2.796,-1.03,0.563,-0.287,-4.518,5.145,0.241,3.378,0.84,3.527,-0.526,-1.57,3.223,-1.352,1.0,0.736,0.542,2.652,-0.231,1.302,0.904,3.161,1.84,-0.103,1.399,0.902,-0.117,2.593,3.073,0.9,-0.569,-1.831,0.25,0.151,1.59,2.225,1.721,4.305,4.347,-1.964,-1.35,6.03,4.518,0.467,1.508,3.327,4.536,1.88,-1.114,1.036,0.746,0.322,3.94,-0.226,3.0,2.743,7.174,1.412,2.297,4.657,3.113,0.814,4.829,-1.919,1.663,0.087,0.91,4.242,0.622,1.908,2.476,-2.448,-0.05,3.29,0.381,1.335,1.728,1.415,4.599,0.164,6.485,-0.15,3.812,1.566,0.992,1.805,0.836,4.248,2.43,1.35,3.933,-1.174,0.19,3.267,5.143,0.378,4.341,0.695,3.203,1.331,-0.213,4.407,4.085,2.327,2.124,1.098,3.301,-2.082,-0.604,-0.197,-4.627,1.632,-1.431,0.65,-2.089,1.15,0.052,0.712,7.208,4.098,-0.342,3.59,1.999,0.564,-0.434,0.784,4.566,1.257,-0.601,5.63,2.137,2.721,3.37,5.004,0.802,4.025,-2.468,2.789,0.435,-0.123,0.298,-3.511,-0.814,1.445,2.686,0.907,4.857,4.495,4.227,0.31,3.44,2.37,0.526,5.537,1.437,4.673,3.912,-0.873,-1.113,-0.481,0.893,-1.214,0.328,0.841,-0.166,1.516,-1.683,1.13,1.692,-0.298,-0.842,3.515,4.049,0.613,3.605,4.568,2.402,-4.359,10.366,23.454,11.328,12.399,11.52,15.79,14.499],"base_top":[[248058,23.454],[40,19.599],[760,18.398],[27775,16.52],[3928,16.433],[2665,15.958],[27,15.883],[248068,15.79],[1919,15.544],[1206,15.253]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,23,17,18,19,22,29,198,27,15704,16874,62,16,62,17,17,29,198,1931,277,62,24,17,16,198,510,15704,29,198,27,15704,16874,62,17,62,18,24,29,198,15,17,17,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","8","2","3","4","7",">","\n","<","parameter","=p","_","1","_","2","2",">","\n","ced","ar","_","9","2","1","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","3","9",">","\n","0","2","2","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.136,-0.8438,-1.0446,-1.3907,-1.3284,0.6014,-0.9506,0.1735,0.0853,-0.8249,-0.0117],[-4.3738,0.5042,7.9087,15.4102,-0.8112,-1.7096,1.7767,-0.753,0.1384,-0.573,-0.3585],[-5.1596,-1.0782,11.4948,18.7468,-1.2731,-0.9946,0.1777,-0.1301,0.1162,-0.8936,-0.2049],[-2.7221,-2.1258,10.5899,16.8073,-1.8591,-0.6163,1.6123,-0.6688,0.1076,-0.849,-0.0103],[-2.7309,-2.2117,10.3464,15.3218,-1.7775,-0.9679,-1.368,-0.6172,0.3548,-1.2916,0.6636],[-1.4516,-3.1888,9.2589,15.0956,-0.5949,-0.5336,-0.0124,-0.7949,0.5264,-1.3517,0.1281],[-3.4677,-1.6836,11.0292,20.4805,-1.7826,1.2597,-0.4649,-1.3181,0.2684,-1.7839,0.089],[-1.9795,-2.0941,15.3205,19.7784,-0.9599,0.4955,-1.829,-0.6163,0.1409,-1.694,-0.3897],[-3.3218,-1.6451,14.0976,21.4393,-1.6809,-2.1193,-1.2807,-1.1893,0.2898,-0.9474,-0.6006],[-4.5208,-2.6399,12.249,20.5024,-0.6565,-3.4408,-0.8694,-1.3561,-0.1087,-1.5817,-0.4784],[-2.4349,-3.4235,11.8336,18.8435,-0.2563,-1.1599,-2.6429,-1.6054,-0.037,-1.5069,-0.2274],[-4.1629,-1.4088,10.8957,20.7747,0.3637,-2.0724,-0.3994,-1.4492,0.0803,-1.3019,-0.3904],[-5.1361,-1.4194,10.2709,22.8465,-1.3977,-1.8415,0.593,-0.7186,0.0192,-1.2304,-0.087],[-6.2665,-0.5821,9.6153,20.7737,-1.3104,-1.5776,1.7577,0.2101,0.0222,-0.9145,-0.2396],[-5.2519,-0.5639,10.307,17.7067,-1.443,-1.1807,0.1166,-0.0288,-0.274,-0.9925,-0.299],[-1.5964,-1.3367,9.8559,17.8518,-1.844,-1.3464,3.3781,-0.2046,-0.1596,-1.0861,-0.5064],[-2.3025,-1.9008,9.8265,20.3162,-2.4452,-1.139,-1.158,-0.5341,-0.1182,-1.136,0.1316],[-4.126,-1.3508,10.8009,22.5626,-2.8267,-1.4253,0.4511,-0.8412,0.1527,-1.4425,-0.1729],[-2.8654,-2.118,14.806,23.0609,-2.5185,-1.1776,-0.3029,-0.3572,0.1613,-1.6,-0.5382],[-4.1728,-2.0558,11.671,22.8852,-2.413,-1.1563,1.251,-1.2729,0.1793,-1.9755,0.0378],[-3.753,-2.3891,15.4493,22.4841,-2.1882,-1.3549,0.962,-0.7469,0.2416,-1.6633,-0.5482],[-4.136,-1.4817,11.9285,22.4847,-0.6331,-2.0365,1.3286,-1.0607,0.1685,-1.853,-0.2514],[-4.3367,-1.7007,12.4987,20.4752,-1.6225,-2.7196,1.5192,-0.4931,0.0802,-1.5673,-0.0043],[-3.3614,-1.1213,15.769,19.2977,-3.2422,-0.9646,2.0564,-0.1931,0.3953,-1.2341,-0.2902],[-0.7852,-0.7551,19.7223,15.4625,-1.3994,-0.9255,-1.1153,-0.4524,0.3109,-1.3959,-0.2569],[-2.7337,-2.4344,13.8802,21.1894,-1.2437,-0.4504,0.5842,-1.0867,0.1164,-1.0173,-0.0343],[-4.1557,-0.803,13.0535,22.9018,-1.7332,-0.1372,1.3177,-1.3306,0.1734,-1.6296,-0.0484],[-2.71,-2.0889,16.5446,21.3854,-1.6131,-0.9139,-0.2357,-0.3253,0.0396,-1.4641,-0.6647],[-4.2978,-1.4877,13.6998,21.1351,-0.0685,-1.4711,-0.2149,-1.1806,0.0803,-1.3652,-0.4907],[-3.4839,-1.1751,13.1551,22.0518,-0.1634,-0.8405,0.3122,-1.186,0.164,-1.7856,-0.2907],[-3.7212,-0.9205,11.2106,21.2164,-0.9259,-2.0481,0.8075,-0.6147,0.1209,-1.5523,-0.177],[-4.3503,-1.0342,12.5785,18.8326,-1.872,-1.2759,0.5483,-0.5506,0.1753,-1.4014,-0.6156],[-2.9764,-0.0374,10.9907,16.2825,-2.104,-1.0643,0.831,-0.3158,0.0004,-0.7238,-0.575],[-5.2957,-0.2605,9.1943,21.6985,-1.0445,-2.5816,1.2906,-0.8937,0.1863,-1.1466,-0.2924],[-4.092,-2.1777,10.8073,21.2354,-2.5289,-0.4627,1.9385,0.0636,0.1322,-1.6135,-0.1914],[-5.2524,-0.7695,10.6909,18.7846,-1.7057,-0.5903,-0.1455,-0.0428,-0.2721,-1.0861,-0.3627],[-1.5937,-1.178,10.8144,19.0059,-2.7324,-0.9179,2.8542,-0.4408,-0.0619,-0.9851,-0.433],[-2.3955,-2.0532,9.6614,20.8943,-2.519,-0.9354,-1.04,-0.631,-0.0314,-1.3121,0.0661],[-4.2244,-1.2768,10.6475,21.6068,-2.9005,-1.2287,0.6297,-1.0068,0.197,-1.5446,-0.1839],[-3.2551,-2.4157,15.1135,22.3305,-2.697,-1.2102,-0.0129,-0.5911,0.1251,-1.5406,-0.649],[-4.0114,-2.153,10.7995,21.7802,-2.3437,-1.5789,1.1209,-1.6393,0.0856,-2.2748,-0.0678],[-3.5609,-3.3932,14.05,20.821,-3.0041,-2.9387,-0.3947,-0.933,-0.0714,-1.9198,-0.6469],[-3.337,-2.4159,12.1133,21.5152,-0.9239,-1.9319,0.4575,-0.9092,-0.1523,-1.5747,-0.3166],[-4.0172,-1.2274,11.4101,21.327,-1.2852,-2.2754,1.0907,-0.686,0.0222,-1.4071,-0.0388],[-2.6983,-0.9073,13.6302,19.9381,-2.9893,-0.5366,1.9097,-0.2473,0.2779,-1.1345,-0.313],[-1.4891,-1.2483,16.8824,16.5523,-2.0243,-0.4926,-1.3097,-0.163,0.1231,-1.2087,-0.4414],[-3.4823,-1.1292,14.1942,21.5005,-0.5881,-1.5895,0.5585,-0.7864,0.2179,-1.2071,-0.4669],[-3.911,-1.3998,13.4856,20.8479,-0.2989,-0.9406,0.1861,-1.1329,0.2395,-1.7722,-0.3203],[-3.3534,-1.7391,11.3057,20.5138,-1.1237,-1.8403,0.1401,-0.3288,-0.0238,-1.5857,0.0373],[-4.2156,-1.3359,11.626,18.5151,-1.6646,-0.8941,0.1649,-0.2734,0.0844,-1.3065,-0.5207],[-2.9312,0.4436,11.0996,16.7539,-1.2825,-0.7021,0.9677,-0.5262,0.0786,-0.5892,-0.5369],[-3.4616,0.0274,8.4061,20.2229,-0.9749,-2.0907,0.9421,-0.7866,0.1979,-1.1181,-0.1656],[-3.2061,-1.0665,9.258,20.3173,-0.6395,-0.227,2.4324,-0.1823,-0.0427,-1.2597,-0.2712],[-3.2399,-0.0947,9.072,16.1183,-1.1204,-0.4415,-0.1224,-0.5581,-0.1621,-1.1653,-0.39],[-1.2229,-1.0928,10.3343,17.9179,-2.7105,-0.7193,2.5706,-0.2099,-0.1409,-0.8243,-0.3937],[-2.1957,-2.0209,9.8143,20.6917,-2.0226,-1.492,-1.4617,-0.5542,-0.145,-1.1519,-0.0371],[-2.3301,-0.4667,10.5257,19.6735,-1.6052,-2.9635,-0.5672,-0.5903,-0.024,-1.4733,-0.1274],[-4.276,-1.7548,11.3438,21.7634,-1.0076,-1.9137,-0.6176,-0.8183,-0.1181,-1.6473,0.0256],[-3.3907,-0.9826,13.4564,20.3253,-2.5566,-1.7063,0.8267,-0.1744,-0.0591,-1.3694,-0.029],[-1.7051,-1.1838,16.7168,16.7198,-1.4402,-1.7583,-1.4112,-0.5166,-0.0599,-1.5506,-0.0658],[-4.6094,-1.0422,10.7144,22.0566,-1.4275,-2.1138,1.0225,-0.4287,-0.0057,-1.5564,-0.0711],[-4.8659,-1.2845,12.5558,19.1134,-1.8529,-0.9306,0.4796,-0.4461,0.2152,-1.2133,-0.5563],[-3.0132,-0.2077,11.5404,16.601,-1.7751,-0.5542,1.2344,-0.6157,0.1166,-0.6284,-0.6631],[-4.103,0.0636,7.679,18.8776,-0.473,-2.2235,0.4052,-0.6186,0.3469,-1.1018,-0.0636],[-5.17,-1.1678,9.7498,20.5605,-1.4325,-1.4714,1.8979,0.1308,0.1761,-0.9893,-0.2699],[-5.2719,0.3032,11.2994,18.1359,-0.8564,-0.9346,-0.6924,-0.3863,0.0295,-0.9084,-0.2409],[-3.6257,-0.0886,8.917,15.2884,-1.5083,-0.2921,0.2181,-0.5445,0.0824,-0.9276,-0.2397],[-4.8036,-0.3284,5.9378,13.1674,-0.4065,-1.5864,2.2431,-1.1458,0.2662,-0.8615,-0.1062],[-4.5749,-2.5821,9.7237,17.7234,-1.2917,-0.9273,2.8969,0.337,0.2693,-0.8054,-0.0864],[-3.7782,-0.2542,8.1824,11.6117,-1.539,-1.2728,-0.3854,-0.7535,0.042,-1.0276,0.1251],[-3.2859,-0.8655,9.5175,13.8957,-1.8105,-0.5698,-1.7491,-0.9727,-0.11,-1.4345,0.1205]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_82347>\n<parameter=p_1_22>\ncedar_921\n</parameter>\n<parameter=p_2_39>\n022\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_82347>\n<parameter=p_1_22>\ncedar_921\n</parameter>\n<parameter=p_2_39>\n022\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_82347>\n<parameter=p_1_22>\ncedar_921\n</parameter>\n<parameter=p_2_39>\n022\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_82347>\n<parameter=p_1_22>\ncedar_921\n</parameter>\n<parameter=p_2_39>\n022\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_82347>\n<parameter=p_1_22>\ncedar_921\n</parameter>\n<parameter=p_2_39>\n022\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0115","set":"practice","cohort":"need_clarification","family":"record_mutation","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: replace an existing field value.\nReplacement or appended text: not provided. Record identifier: \"birch_644\".\nUnrelated archived note: birch_404, reference 042. These are not inputs to this request.","tools":[{"function":{"description":"Replace an existing field value. Inert synthetic operation.","name":"replace_value","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"record":{"description":"Record identifier","type":"string"},"value":{"description":"Replacement or appended text","type":"string"}},"required":["record","value"],"type":"object"}},"type":"function"},{"function":{"description":"Append text to an existing field value. Inert synthetic operation.","name":"append_value","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"record":{"description":"Record identifier","type":"string"},"value":{"description":"Replacement or appended text","type":"string"}},"required":["record","value"],"type":"object"}},"type":"function"}],"prompt_tokens":591,"decision":{"rms":0.3586498924862667,"sumsq":131.71583526954055,"hb":[-0.06183,-0.09675,-1.44566,0.21901,-0.97362,0.09445,-0.39962],"lse":22.236040987867646,"logits":[12.811,13.106,10.812,10.935,10.959,8.432,7.188,7.014,8.64,9.947,7.455,16.212,11.132,11.359,12.566,10.756,8.401,9.405,9.396,9.177,19.717,7.51,10.396,14.763,13.432,10.839,11.338,8.865,11.425,7.91,8.404,14.413,13.644,8.067,11.347,8.859,6.835,11.302,6.641,9.177,12.943,6.681,6.157,13.1,4.329,7.116,1.739,11.362,6.757,13.823,3.635,9.048,9.823,7.842,8.395,6.184,9.302,12.552,10.696,8.13,7.797,13.389,2.924,5.947,10.086,11.881,7.142,12.517,2.972,18.086,13.589,10.269,8.915,3.392,6.058,3.942,8.997,4.411,9.814,9.894,8.63,10.225,8.541,8.093,9.447,7.095,10.641,3.19,9.2,12.431,0.303,5.767,15.201,9.788,6.406,6.378,10.79,-3.903,1.383,4.029,5.002,8.001,-0.069,6.831,0.982,12.592,8.716,3.689,4.936,9.845,7.144,11.32,5.414,5.303,7.175,10.098,16.314,5.411,5.255,9.905,11.414,9.57,12.097,13.855,13.162,13.7,3.426,10.812,8.767,5.459,1.181,8.089,4.685,6.039,10.186,9.185,5.022,13.409,4.097,7.896,8.393,13.877,15.567,4.423,2.264,7.008,11.79,-2.627,16.923,1.267,-3.296,8.383,6.875,8.294,2.316,9.575,5.614,8.113,5.7,9.126,6.821,3.049,9.116,-1.091,6.605,5.343,8.687,6.441,-5.651,10.368,10.654,11.454,13.707,4.95,8.572,7.653,11.338,7.738,11.383,7.517,7.62,4.936,5.557,3.053,8.083,15.943,7.325,10.735,1.116,10.367,8.654,2.662,10.222,11.58,8.811,4.293,9.144,12.791,7.559,2.696,6.155,13.902,6.722,1.677,10.066,7.22,11.521,9.393,2.838,9.526,2.265,13.17,15.762,3.217,8.365,5.93,-4.828,4.975,1.796,1.382,10.282,8.193,6.515,3.774,-0.765,5.201,8.465,4.408,1.89,1.478,11.066,-0.73,3.034,13.003,8.347,12.259,4.594,9.702,5.15,7.915,7.565,2.79,3.81,4.598,5.234,10.936,-0.269,-2.564,9.882,10.72,0.824,12.364,8.367,6.992,3.856,1.588,10.722,13.973,5.846,11.17,10.795,8.88,4.225,1.43,11.745,7.008,1.223,8.556,3.501,13.093,-0.19,2.529,0.635,-0.161,2.832,9.541,6.676,4.881,7.6,0.682,13.605,7.69,-0.667,5.965,2.984,8.987,-2.405,9.193,9.904,10.852,10.267,4.189,11.497,8.49,8.351,10.36,10.209,11.105,12.297,7.624,10.054,5.476,4.451,8.772,6.667,4.24,6.629,11.97,2.689,9.293,5.763,4.009,12.887,4.883,-1.43,-1.465,6.933,5.532,-1.493,2.411,2.938,8.478,9.054,6.963,7.593,11.091,-2.425,-3.391,7.576,9.739,15.919,8.531,2.615,11.384,15.118,4.675,9.057,2.657,3.621,5.574,-1.769,11.747,13.13,11.999,8.185,3.771,7.523,8.491,6.611,4.995,13.591,3.678,-1.314,5.284,11.444,11.554,4.939,11.475,8.571,8.278,0.667,4.698,0.774,0.885,13.628,12.538,11.091,3.943,2.176,4.498,8.746,11.315,1.666,5.522,9.788,4.303,3.547,10.221,7.95,13.764,6.177,-1.927,13.011,1.359,8.671,3.232,1.035,3.428,11.881,13.526,2.351,13.586,3.176,11.47,-1.085,9.835,6.921,2.974,0.63,2.34,4.358,-2.454,3.287,0.147,10.205,2.568,8.777,14.093,-3.235,3.012,9.775,6.613,2.5,5.105,9.26,8.296,0.564,10.014,6.997,9.053,8.26,8.948,1.57,8.259,3.857,7.156,3.618,1.348,13.014,-0.437,12.032,9.922,5.975,5.992,3.058,5.662,13.186,5.807,14.083,12.588,7.583,10.021,7.674,6.551,0.833,6.441,9.58,0.275,10.978,2.504,5.777,1.728,9.116,-0.891,5.873,2.036,8.429,5.331,4.283,-1.478,1.251,9.493,10.942,7.266,11.475,2.66,0.863,2.404,6.215,6.519,6.623,12.348,5.943,-0.452,2.435,1.747,-0.098,7.666,3.472,3.038,11.26,5.442,7.977,-1.703,5.607,10.168,-1.493,6.669,16.488,8.221,3.334,7.234,5.28,11.169,3.503,5.224,12.271,-1.771,8.418,3.398,6.681,2.022,2.805,5.224,1.316,3.631,0.688,2.747,9.188,12.565,3.131,8.715,-0.556,6.755,7.244,3.036,10.343,13.204,6.323,5.767,7.372,-0.26,0.515,-1.995,5.688,5.043,1.831,-1.064,-0.385,5.772,5.545,5.272,3.789,3.531,5.793,5.832,6.849,4.275,2.582,6.464,4.229,2.279,1.003,12.986,2.071,7.382,10.561,5.859,3.992,5.929,1.572,4.337,0.507,-0.089,8.763,8.527,5.448,9.703,5.081,6.286,6.67,3.748,-1.872,3.052,6.719,9.482,8.369,3.302,7.005,4.548,-0.103,4.2,6.849,8.711,0.682,7.066,-2.529,5.392,7.687,4.463,2.173,6.6,11.715,-1.073,1.886,2.48,6.697,0.824,10.885,-0.819,8.864,10.62,-3.859,5.32,12.26,-1.445,3.765,2.546,6.942,13.169,4.59,6.979,6.947,3.876,10.195,8.262,-0.297,-3.009,-3.415,-0.125,7.438,12.214,7.471,6.048,-2.48,7.433,5.39,8.445,4.592,6.869,9.925,8.419,5.089,2.345,2.717,10.102,4.079,8.915,-1.917,5.552,6.483,0.259,2.566,1.284,7.951,11.215,5.812,0.392,0.795,6.797,8.102,-0.314,5.141,7.366,5.235,7.156,5.408,-5.47,5.138,2.758,0.286,2.73,8.262,7.431,0.757,2.814,-2.881,12.121,-2.556,4.031,7.098,3.186,7.702,9.753,1.455,6.288,6.454,-0.965,5.985,9.956,-3.81,0.299,3.525,4.163,1.047,4.725,6.127,7.073,0.123,3.62,3.327,3.059,7.237,9.597,1.382,0.154,1.228,8.582,3.929,8.549,5.457,6.091,11.627,6.325,4.66,4.99,0.417,1.116,6.164,-0.28,4.721,3.156,0.636,-0.391,11.839,-3.235,5.459,3.631,0.987,4.469,8.083,-0.676,7.825,10.913,3.128,0.388,6.868,7.97,3.691,3.761,4.113,1.346,4.855,-0.499,4.129,6.532,-0.161,12.056,7.596,4.222,4.304,2.726,2.459,5.085,-1.28,8.688,8.09,1.28,11.674,2.83,3.23,3.728,4.363,3.61,7.504,1.812,3.177,2.037,7.564,0.679,-2.581,9.733,3.024,-0.567,5.552,0.141,-4.06,0.646,9.434,-1.131,5.082,-2.515,3.095,8.797,6.459,4.577,0.588,0.821,0.583,4.202,-1.318,-2.295,6.423,7.487,0.52,-0.665,1.796,5.723,2.694,4.882,11.333,-2.989,6.069,4.333,3.951,6.461,8.251,-1.912,1.99,1.22,8.976,-0.332,0.211,4.728,2.715,-1.946,-1.837,-2.836,2.03,0.362,1.523,4.522,-2.703,8.421,3.836,1.654,-3.225,-3.527,-4.145,0.469,2.786,1.671,4.519,-0.062,6.103,1.412,5.025,1.415,0.286,-0.218,-1.483,2.106,1.695,4.996,2.719,4.089,0.101,4.343,1.082,2.094,-0.468,-2.101,1.536,0.552,-1.758,-1.163,1.856,-1.764,1.524,11.209,9.843,-0.214,2.405,1.882,3.913,4.566,-0.503,-0.862,3.009,1.588,-1.292,0.598,-0.411,-4.797,4.652,-1.853,2.685,-0.774,1.279,-1.822,-1.108,4.121,-1.011,-0.775,2.116,0.163,1.216,-1.165,-0.076,-3.357,1.8,-0.451,-0.763,1.19,0.491,0.307,1.018,3.759,0.719,-1.278,-1.408,-1.6,1.741,1.165,3.087,3.072,4.319,1.464,-2.267,-4.169,5.31,3.367,1.096,2.003,2.788,2.755,0.211,-1.545,1.428,-2.944,-2.251,3.608,-1.338,1.405,1.33,6.548,2.057,1.384,2.554,3.378,0.135,4.548,-0.995,1.31,1.377,0.745,2.908,1.617,-0.284,1.6,-4.001,-2.513,5.019,0.139,-0.938,1.736,1.823,4.756,-1.742,6.241,0.862,2.806,1.641,1.668,0.324,-1.763,4.749,2.996,1.458,2.49,-3.086,1.33,2.116,4.095,-0.742,3.091,0.488,2.343,1.278,-1.265,2.801,4.284,3.916,2.055,0.273,3.633,-3.568,-1.603,-0.635,-0.97,3.495,-1.949,0.55,1.536,0.058,0.824,-0.116,3.418,4.363,-1.683,0.247,2.543,0.299,-0.811,-1.076,3.13,0.939,0.139,7.148,0.373,3.821,3.924,6.813,-0.369,6.103,-1.68,0.805,0.179,-1.17,-1.345,-0.358,-2.276,2.242,4.261,-0.553,3.008,1.903,1.697,0.006,2.488,1.227,0.91,3.665,0.405,3.013,4.346,-2.22,-0.758,0.212,0.01,-1.697,-1.555,-0.158,-1.255,3.289,-3.675,3.982,2.894,-1.417,-1.594,4.537,3.606,-0.093,3.887,3.587,0.74,-3.664,9.966,22.09,9.761,11.01,10.806,14.989,13.176],"base_top":[[248058,22.09],[40,19.717],[760,18.086],[2665,16.923],[27775,16.488],[1919,16.314],[27,16.212],[3928,15.943],[12189,15.919],[5328,15.762]]},"positions":{"tokens":[248058,198,27,1628,28,7899,3042,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,27,15704,28,8286,29,198,42404,329,62,21,19,19,198,510,15704,29,198,27,15704,44984,29,198,1856,3766,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","replace","_value",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=","record",">","\n","bir","ch","_","6","4","4","\n","</","parameter",">","\n","<","parameter","=value",">","\n","not"," provided","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[1.5026,0.7851,-0.3155,-0.901,-1.9454,0.8488,-0.019,-0.0136,0.1299,-0.7105,-0.1923],[-3.536,0.6045,7.9692,15.3145,-1.1703,-2.0808,1.3243,-0.729,0.1661,-0.5438,-0.3665],[-3.9613,-0.4394,10.6593,18.1469,-1.9543,-0.7496,0.2328,-0.2826,0.0684,-0.6821,-0.2667],[-1.7678,0.2029,10.2389,17.427,-3.139,-0.4339,0.784,-0.9817,-0.0605,-0.561,-0.2286],[-2.1168,-0.5473,9.8124,18.2659,-3.4234,-0.5278,-1.0891,-0.392,-0.0996,-0.8654,0.2896],[-1.5427,-0.875,12.9565,15.9474,-2.069,-0.8104,-0.5349,-0.9142,0.0906,-1.0077,-0.0045],[-3.0094,-2.2258,9.8884,21.0315,-1.5863,-0.5074,-0.8014,-0.683,-0.1032,-1.3457,0.2049],[-5.6474,-1.1924,10.5912,22.5281,-1.0682,-0.787,1.1363,-0.6785,-0.2132,-1.1383,0.217],[-5.2044,-0.3235,11.3619,21.9593,-2.3881,-1.294,1.8701,-0.0748,-0.2784,-0.8478,-0.2381],[-4.2809,-0.3972,11.3725,17.7873,-1.539,-1.0811,0.491,-0.3059,-0.2376,-1.1042,-0.3134],[-0.8577,-0.3831,9.9819,16.3908,-2.8228,-0.5689,3.5708,-0.5711,-0.3163,-0.7507,-0.2646],[-1.3832,-0.3524,9.5989,17.1709,-3.093,-1.1444,-0.2815,-0.4805,-0.4022,-0.9762,0.2583],[-1.4496,-0.7146,12.4032,15.247,-2.0427,-1.3935,-0.1102,-1.0285,-0.3699,-1.2015,-0.3313],[-3.1095,-1.8857,10.8456,22.2604,-0.9828,-2.0753,0.7885,-0.7835,-0.1089,-1.5361,0.0903],[-2.3938,-0.9177,12.5994,19.6354,-2.3112,-1.3294,2.3293,-0.1263,-0.1681,-1.3082,-0.1492],[-1.2681,-1.2778,15.7137,16.2088,-0.7417,-1.2508,-0.1193,-0.3852,-0.1743,-1.3601,-0.2308],[-3.984,-0.8847,10.2316,22.4336,-1.1812,-1.8537,1.9566,-0.4804,0.1122,-1.5574,-0.3035],[-4.2307,-1.278,12.1856,18.5539,-2.5372,-0.3686,1.1488,-0.5425,0.0334,-1.228,-0.5427],[-2.3239,0.2869,11.0645,15.6241,-2.1592,-0.4447,1.128,-0.5079,-0.0518,-0.5952,-0.6447],[-4.78,-0.0578,10.1778,21.8724,-1.5154,-2.4725,1.6488,-0.8884,-0.1306,-1.187,-0.2155],[-2.6509,-0.8143,13.7179,21.5893,-2.3633,-0.4996,1.1458,-0.1389,0.0696,-1.355,-0.1379],[-4.917,0.3513,11.1256,18.5097,-2.2003,-0.5821,0.2724,-0.2397,-0.2441,-0.992,-0.3234],[-1.2501,-0.199,10.5181,17.7038,-2.7645,-0.4013,2.511,-0.6469,-0.3338,-0.7424,-0.3908],[-0.8515,0.4761,9.9651,16.681,-3.3566,-1.3536,0.2557,-0.454,-0.3874,-1.0894,0.2607],[-0.7684,-0.0055,13.4429,16.6676,-2.3416,-1.4567,-0.1954,-0.9567,-0.3824,-1.255,-0.2388],[-3.8516,-2.6003,12.3343,22.5528,-2.2003,-2.3086,-0.4088,-0.6462,-0.1821,-1.6105,0.0495],[-3.576,-1.4438,17.5693,19.6793,-3.5455,-1.4442,0.1369,0.0732,0.0684,-1.2393,-0.0797],[-1.2517,-1.525,20.8665,16.003,-1.6962,-1.7589,-2.3696,-0.2653,-0.0581,-1.337,-0.1389],[-3.6223,-1.5399,13.4677,20.3897,-1.6947,0.1281,1.636,-0.7699,0.1127,-1.3792,0.3719],[-3.0806,-0.5556,13.0919,21.7646,-1.8917,-0.2864,0.7199,-1.2638,0.1909,-1.81,0.1546],[-1.7027,-1.9035,17.7096,20.921,-2.0838,-1.151,-1.8721,-0.5263,0.1732,-1.661,-0.2687],[-2.9531,-2.8951,14.932,22.2742,-1.2944,-1.8182,-0.861,-1.1124,0.1128,-1.7383,-0.2622],[-2.6671,-1.7935,13.905,22.3629,-0.1597,-1.6381,0.0468,-1.5432,0.169,-1.8876,-0.1735],[-3.9939,-1.134,12.0102,21.4486,-1.1415,-1.8265,1.0659,-0.299,0.1802,-1.4784,-0.2212],[-4.5556,-1.4574,13.1388,20.018,-2.4014,-1.0852,0.8825,-0.2017,0.1171,-1.2147,-0.5486],[-2.9799,0.1802,11.3141,17.7527,-1.7459,-1.0746,1.4329,-0.4442,0.0052,-0.7552,-0.6017],[-2.5172,0.5358,8.6308,19.9536,-1.4818,-2.3544,1.3713,-0.6824,0.0633,-1.1579,-0.0639],[-2.2046,-0.1311,10.5953,19.2891,-1.2487,-1.3941,1.4542,-0.2034,-0.0419,-1.2948,-0.2367],[-3.3837,0.6373,9.773,16.1731,-0.9531,-1.1434,0.336,-0.6307,-0.3055,-1.1952,-0.1597],[-0.9714,-0.5174,10.9747,18.0688,-3.0733,-1.5036,1.9677,-0.2726,-0.1819,-0.9107,-0.1257],[-1.5714,-0.4879,11.4599,20.0103,-3.2077,-2.2418,-0.2093,-0.3243,-0.2371,-1.2784,0.2699],[-2.1605,-0.7823,10.1225,19.0799,-0.4132,-2.3362,-0.0891,-1.0604,-0.3344,-1.5552,-0.0017],[-1.2973,-0.3941,12.8178,17.4925,-0.8869,-1.6743,1.389,-0.3113,-0.0329,-1.3121,-0.4554],[0.131,-0.1795,14.7952,11.3913,0.3923,-1.8741,-1.3945,-0.1748,-0.1056,-1.2058,-0.476],[-1.7392,-1.6747,9.9928,19.9952,-0.7341,-1.4399,0.1933,-0.9703,0.0022,-1.6006,-0.2804],[-1.7719,-0.6296,8.5836,20.1263,-0.6709,-1.8852,1.1294,-0.6171,0.0416,-1.9509,-0.1346],[-3.9543,-1.2848,11.2634,17.5229,-1.1016,-0.9927,0.4941,-0.5024,0.1186,-1.4072,-0.5047],[-3.3421,-0.3767,11.0696,17.4657,-1.4833,-1.0892,1.7192,-0.5746,0.1566,-0.6987,-0.5673],[-3.6668,0.0479,7.4503,18.1588,0.1408,-2.6488,0.5356,-0.7395,0.2395,-1.1086,-0.1647],[-3.8676,-0.5648,9.1366,19.5098,-1.1373,-1.4009,2.4818,-0.1845,0.2735,-0.9183,-0.3721],[-4.6477,0.4439,10.3069,17.4813,-0.4282,-0.529,-0.2754,-0.3148,-0.0401,-0.9272,-0.2077],[-4.0306,-0.0704,10.4726,17.1671,-1.7364,-0.206,0.0112,-0.8851,0.159,-0.9786,-0.3889],[-3.9242,0.2924,5.8095,13.1306,-1.1796,-1.4904,1.883,-1.2511,0.2829,-0.8902,-0.1278],[-2.6775,-1.8262,10.4276,17.8965,-1.0344,-0.7304,2.8159,0.1872,0.369,-1.1874,-0.1822],[-4.2,-0.4312,8.4184,12.6989,-1.6227,-0.9104,-0.1547,-0.7695,-0.0763,-1.0398,0.1008],[-2.904,-0.0469,9.512,13.6089,-1.9202,-0.1588,-1.906,-0.9912,-0.112,-1.6215,0.1049]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=replace_value>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=record>\nbirch_644\n</parameter>\n<parameter=value>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":56,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=replace_value>\n<maßen>\nbirch_644\n</maßen>\n<parameter=record>\nbirch_644\n</parameter>\n<parameter=value>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":59,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0205","set":"practice","cohort":"valid_call","family":"archive_state","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_83590 {\"p_1_80\": \"maple_475\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_895, reference 064. These are not inputs to this request.\nPlease restore an archived record to active state.\nRecord identifier: \"maple_475\".","tools":[{"function":{"description":"Restore an archived record to active state. Inert synthetic operation.","name":"fx_83590","parameters":{"additionalProperties":false,"properties":{"p_1_80":{"description":"Record identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_80"],"type":"object"}},"type":"function"},{"function":{"description":"Mark a record archived. Inert synthetic operation.","name":"fx_57891","parameters":{"additionalProperties":false,"properties":{"p_1_80":{"description":"Record identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_80"],"type":"object"}},"type":"function"}],"prompt_tokens":569,"decision":{"rms":0.37543350774594086,"sumsq":144.33210238814354,"hb":[0.0306,0.0344,-2.15636,0.24972,-1.64299,0.26397,-0.68222],"lse":23.668430826300163,"logits":[12.301,13.097,10.112,10.8,10.613,10.717,6.35,7.133,10.459,10.428,10.035,16.912,10.357,9.094,12.967,9.552,8.996,12.902,10.61,9.703,19.195,9.65,11.022,12.253,12.501,11.297,11.318,9.081,10.594,8.244,9.1,13.606,12.614,7.692,11.403,12.056,10.163,10.452,8.603,9.973,11.642,8.793,6.964,11.263,4.92,5.62,0.079,10.039,5.248,12.681,4.883,8.19,9.307,5.779,8.618,4.934,8.906,13.514,9.649,5.598,6.798,12.789,5.683,8.692,9.261,10.513,6.064,10.987,1.165,16.383,9.293,5.721,6.794,-1.881,7.798,2.206,8.898,5.113,7.953,8.218,9.71,8.5,7.22,7.186,10.649,4.065,7.314,3.769,8.489,11.719,0.403,4.322,14.332,12.561,2.96,4.974,10.342,-4.502,4.496,4.082,5.596,7.564,1.386,5.996,-0.5,12.015,8.254,3.577,6.327,10.662,5.449,9.17,4.449,6.573,6.398,10.256,14.287,3.834,7.008,6.944,11.899,10.197,11.334,13.069,11.767,10.216,2.527,10.629,7.315,9.241,1.672,5.644,4.132,6.563,12.491,5.436,4.32,10.881,4.81,7.351,8.047,12.391,12.033,4.468,-2.019,6.686,9.982,0.851,14.315,2.484,-1.393,8.216,6.92,6.869,3.736,7.841,5.91,7.731,7.477,8.856,6.398,6.017,8.16,-1.829,7.503,3.784,8.456,6.491,-5.205,8.824,9.174,9.586,11.119,8.108,8.889,4.361,5.145,7.649,10.357,7.494,5.783,3.974,9.566,4.983,7.419,13.515,5.366,10.778,-3.054,9.208,9.322,2.954,8.924,13.365,3.07,2.826,9.205,9.066,7.816,2.762,7.252,11.951,5.521,3.896,10.858,7.03,7.683,4.567,4.332,10.034,2.798,9.792,14.021,2.648,7.384,5.415,-4.928,-0.849,5.352,4.465,6.101,7.746,8.182,3.239,-1.112,7.497,5.66,4.138,1.705,4.004,8.311,-1.79,2.112,9.285,7.228,11.28,2.156,9.634,6.047,7.701,5.79,2.572,2.449,1.797,2.608,11.344,0.034,-5.438,5.971,8.35,0.179,10.975,7.651,7.409,3.082,-3.941,13.497,10.916,6.421,9.452,6.791,10.093,5.131,0.704,6.122,4.319,9.851,9.545,2.711,13.652,-0.103,4.234,1.376,1.07,0.722,6.384,5.955,6.043,7.047,0.295,7.823,8.303,0.358,4.347,3.823,8.498,-1.195,6.904,11.908,10.053,7.988,4.6,10.056,6.447,6.755,8.844,8.147,10.175,12.533,7.793,9.157,5.117,5.806,7.692,4.668,4.179,3.312,10.544,1.732,9.634,6.854,2.591,11.147,4.414,-1.831,-4.234,6.905,6.899,-5.408,0.645,4.986,9.3,8.771,7.847,9.117,9.693,-3.486,-5.016,6.202,9.716,12.684,7.951,1.476,8.13,12.194,7.234,8.56,1.064,1.343,5.458,-2.425,9.331,12.252,13.072,10.073,3.999,8.326,2.677,6.471,0.57,8.736,4.565,-1.873,4.623,9.079,11.705,5.431,9.826,8.995,9.888,0.193,4.546,-0.368,-1.035,10.921,8.88,12.327,3.393,4.251,3.407,9.591,9.431,1.691,4.45,8.892,4.916,3.717,8.408,6.353,12.075,3.957,-3.337,12.257,3.792,8.248,7.122,0.732,2.75,6.719,10.954,4.087,10.117,3.989,9.417,0.923,8.415,7.561,1.874,1.68,0.085,4.29,-3.046,4.607,0.639,10.664,0.724,8.94,10.87,-4.216,2.661,10.553,7.386,-1.332,4.834,8.791,8.398,-3.32,12.272,6.053,9.317,8.063,10.006,3.772,6.632,8.823,9.605,4.732,1.144,10.095,-0.968,11.677,8.72,3.752,4.145,1.949,3.361,8.697,5.257,10.671,10.329,7.404,5.768,6.166,4.108,3.166,4.142,10.12,0.289,10.277,0.172,6.191,-1.887,10.016,-4.647,5.037,2.801,7.061,5.602,5.817,0.163,3.204,8.066,8.559,4.913,9.003,1.809,0.223,3.631,7.65,7.959,7.045,12.22,5.328,0.05,2.412,2.329,0.297,6.723,4.422,3.964,6.834,5.416,8.508,-1.724,5.463,8.399,-1.78,7.217,14.151,8.521,4.587,4.309,6.521,6.968,5.856,5.468,10.416,1.27,8.257,1.761,5.433,0.452,3.336,4.67,0.115,5.373,-0.887,3.858,9.406,13.413,2.301,8.326,1.024,2.597,7.334,4.066,5.176,11.442,2.663,6.182,7.407,2.199,2.659,-0.943,5.334,4.677,0.807,-2.096,0.696,4.997,4.861,4.613,3.325,3.694,4.49,4.253,7.083,3.556,3.776,5.578,4.101,0.559,0.352,9.84,0.097,6.652,9.583,5.083,5.014,7.102,1.672,6.199,-1.058,2.499,7.335,9.0,5.788,10.944,1.141,7.659,8.194,4.498,-0.893,2.77,6.851,8.738,4.316,0.538,9.027,2.366,-0.626,5.42,3.895,7.839,2.006,3.435,-4.395,4.884,4.275,0.835,2.821,7.962,7.356,-1.185,4.029,1.443,5.801,0.466,11.203,-2.24,9.319,8.585,-2.156,4.931,7.715,-2.71,1.63,2.275,5.535,14.081,-0.37,6.306,8.998,3.98,10.443,9.873,0.63,-0.77,-2.564,1.598,6.662,9.282,6.988,6.519,-1.081,5.979,2.305,7.348,4.465,7.22,9.303,6.216,3.953,2.247,4.994,10.688,3.717,8.049,-2.935,4.992,5.379,2.824,3.017,2.208,7.325,11.137,6.099,1.0,0.471,3.016,8.314,-0.424,6.176,7.427,6.305,7.407,6.05,-3.207,1.888,2.383,-1.38,0.682,7.902,6.071,-4.601,0.206,-1.182,9.7,-1.482,3.481,7.911,6.692,5.241,9.813,2.118,6.787,6.336,-3.216,6.008,8.721,-3.875,-0.643,1.327,6.437,0.791,5.991,7.069,6.654,1.012,2.744,2.403,2.38,6.085,10.176,2.245,3.512,-1.061,8.972,5.904,7.171,5.321,5.249,9.468,5.474,3.674,5.931,3.354,1.911,5.863,1.045,4.242,0.853,0.275,-0.804,12.542,-2.192,5.138,0.997,-1.166,6.228,8.678,-2.211,6.226,11.574,1.293,1.732,2.89,5.282,4.71,2.179,3.489,1.882,2.739,1.784,1.63,8.484,-0.605,10.159,8.394,5.801,3.412,-1.502,4.5,5.221,0.525,7.141,7.04,0.415,11.592,1.02,2.694,3.392,4.572,4.248,8.277,4.038,1.129,1.513,5.13,0.718,-1.216,8.293,-2.847,1.967,7.1,2.505,-2.87,2.609,6.495,0.681,2.233,-2.508,3.766,7.672,5.151,2.916,1.722,2.629,-0.385,4.132,0.72,-2.952,8.381,7.102,0.462,-1.166,2.13,6.755,2.985,5.866,10.422,-2.461,4.379,4.983,4.668,2.379,9.707,-1.544,3.109,0.366,7.092,-0.144,-0.997,5.777,0.248,0.064,-0.557,-0.598,1.602,0.373,1.32,4.737,-0.988,5.386,4.901,1.092,-1.151,-0.753,-3.037,2.415,2.044,2.653,6.229,0.245,4.881,1.242,5.335,2.581,0.434,2.045,1.709,1.069,1.387,3.681,2.666,4.238,-0.908,3.431,-0.751,2.081,0.307,-4.031,2.329,1.475,0.395,0.295,2.842,1.04,0.947,11.935,9.176,1.392,2.847,2.379,0.737,2.379,0.581,-2.248,3.765,1.258,-1.759,1.577,-0.482,-4.902,4.315,-0.734,1.598,-0.829,3.033,-1.114,-2.546,5.045,-1.197,-2.455,0.954,1.368,1.79,-1.183,-0.525,-1.702,2.046,2.649,0.26,0.925,-0.039,-1.294,0.524,2.377,-0.753,-0.27,-3.971,-0.274,-0.208,1.034,1.548,1.562,4.121,2.556,-3.2,-2.334,4.819,3.151,-0.438,0.773,3.718,4.7,0.261,-1.882,2.633,-0.513,1.013,3.729,-0.536,2.649,1.793,5.948,2.269,3.145,3.892,3.665,0.73,4.051,-1.116,-0.862,1.686,0.161,5.814,3.141,1.388,2.193,-3.091,-1.841,6.292,1.965,-0.32,1.733,2.323,3.28,-1.693,4.827,-1.666,3.283,1.057,0.732,0.743,-0.773,3.904,0.829,0.609,1.75,-2.795,-0.611,2.372,4.625,0.815,2.706,0.687,2.953,2.531,-0.261,4.528,4.726,3.192,0.666,0.608,2.031,-2.955,-2.521,-1.427,-4.456,2.033,-1.453,1.784,-2.233,0.449,-1.357,0.542,6.201,2.634,-0.175,3.838,0.692,-1.405,-1.589,2.775,4.871,2.455,-2.529,6.324,1.489,1.479,3.342,3.464,0.07,3.626,-2.983,3.253,-1.282,-0.146,0.564,-3.542,-0.022,1.257,1.649,0.863,3.919,5.104,3.345,0.459,2.776,1.093,2.036,5.435,1.486,3.58,3.249,-1.483,-1.129,-0.283,0.396,-2.234,-1.344,0.506,-0.288,0.483,-2.941,-0.533,1.668,-0.54,-0.883,2.881,4.616,0.157,2.47,3.293,0.957,-4.053,10.336,23.652,10.767,12.079,10.933,15.571,13.149],"base_top":[[248058,23.652],[40,19.195],[27,16.912],[760,16.383],[248068,15.571],[1206,14.332],[2665,14.315],[1919,14.287],[27775,14.151],[46508,14.081]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,23,18,20,24,15,29,198,27,15704,16874,62,16,62,23,15,29,198,2117,273,62,19,22,20,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","8","3","5","9","0",">","\n","<","parameter","=p","_","1","_","8","0",">","\n","map","le","_","4","7","5","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-4.0189,-1.1405,0.0018,-0.0579,-1.1943,1.0994,0.6078,0.0384,0.0869,-0.6338,-0.1466],[-4.1548,0.9475,7.33,14.848,-0.8394,-1.855,2.2923,-0.9453,0.2049,-0.4943,-0.4287],[-4.9034,-0.6642,11.0145,18.0525,-0.9697,-0.2872,0.7173,-0.226,0.0721,-0.7108,-0.293],[-2.4788,-1.8134,9.6604,15.4215,-1.402,-0.1549,1.8885,-0.7997,0.2399,-0.6618,0.0821],[-2.5771,-1.8482,10.4717,15.1367,-1.6906,-0.202,-0.3014,-0.5455,0.4351,-0.9425,0.548],[-1.3367,-2.89,9.4721,14.5975,-0.4789,0.117,0.672,-0.6834,0.6513,-1.1032,0.1346],[-3.4938,-1.9128,11.3663,20.1294,-1.4793,1.5321,0.5334,-1.3186,0.3224,-1.4838,-0.0455],[-2.3299,-2.5329,15.3147,19.638,-1.0578,0.0077,-1.489,-0.6334,0.1066,-1.5269,-0.373],[-4.0708,-1.7201,13.5988,20.0575,-1.3522,-2.9118,-0.5042,-1.1194,0.0815,-1.2264,-0.5362],[-2.3963,-1.4425,13.2087,19.7018,-2.2046,-2.4386,-1.9327,-1.7459,0.0179,-1.5953,-0.5785],[-2.3644,-2.426,12.98,18.7362,-0.4026,-1.8922,0.3105,-1.2397,-0.2632,-1.5642,-0.3752],[-3.2369,-0.7689,11.4256,20.7207,-0.8564,-0.736,-0.4945,-1.5688,0.0982,-1.3332,-0.142],[-5.1439,-1.4616,10.813,23.0581,-0.823,-1.643,1.3637,-0.7199,0.0644,-0.9029,-0.2411],[-5.0264,-0.6598,10.2571,21.5577,-1.3151,-1.9954,2.1527,0.0622,-0.0556,-0.7841,-0.5073],[-4.4674,-0.5355,10.4966,17.9047,-1.1448,-0.9041,0.2823,-0.2355,-0.3056,-0.9086,-0.2962],[-1.0732,-0.8027,9.5436,16.7926,-2.0061,-1.554,3.3479,-0.3448,-0.0908,-0.8345,-0.6097],[-1.8507,-1.6641,9.9892,20.0928,-2.2262,-1.2864,-1.0014,-0.7646,-0.0662,-1.0256,0.031],[-3.8622,-1.2849,10.9694,22.1521,-2.6358,-1.3525,0.7797,-0.9798,0.1652,-1.2487,-0.3303],[-3.2499,-2.3055,14.6484,23.0422,-2.3278,-1.4282,0.3368,-0.3274,0.0286,-1.4012,-0.8126],[-3.0183,-1.8754,11.2206,21.8236,-1.5483,-0.6535,1.0313,-1.4467,0.1082,-2.1025,-0.0989],[-1.8719,-2.3384,14.7638,20.2734,-1.2821,-0.4015,-0.0581,-0.4909,-0.0007,-1.723,-0.6485],[-3.4227,-0.4976,12.8631,22.7612,-0.4074,-2.1066,0.0329,-1.111,0.0049,-1.3378,-0.4465],[-5.2332,-2.3789,13.7292,22.0709,-1.1627,-2.49,1.2658,-0.6526,0.0475,-1.6111,-0.075],[-4.2267,-1.9278,15.5132,19.8219,-2.8966,-1.234,2.8164,-0.3501,0.1922,-1.4227,-0.0774],[-2.2244,-1.944,19.3793,15.2706,-0.619,-1.1914,-0.2099,-0.634,0.1175,-1.4387,-0.032],[-3.1835,-1.0582,14.1882,21.1486,-0.167,-0.4294,-0.8622,-1.3819,0.268,-1.438,0.1849],[-4.2908,-1.2361,13.7681,22.7668,-1.82,0.1892,0.1393,-1.3143,0.2019,-1.4725,-0.0554],[-2.4707,-2.5704,16.6816,21.4483,-1.2169,0.0188,-1.3798,-0.7684,0.1082,-1.6244,-0.5265],[-4.028,-1.5189,13.4643,20.305,0.4698,-0.8915,-0.5538,-1.1762,-0.0426,-1.4625,-0.5916],[-3.5789,-1.6925,13.4403,21.3311,-0.9902,-2.6531,-1.3973,-1.3915,-0.0043,-1.6585,-0.3021],[-4.3196,-1.5463,11.6036,20.9449,-0.3937,-1.6645,0.7355,-0.5792,0.1639,-1.5085,-0.1163],[-4.112,-0.9541,11.7683,18.5255,-1.1142,-0.721,0.7328,-0.4806,0.2517,-1.3984,-0.5793],[-2.8699,0.4097,10.7065,16.82,-1.3633,-0.4174,0.7516,-0.2914,-0.0203,-0.5558,-0.5104],[-3.4238,0.5557,8.2397,20.6777,-0.9451,-2.2014,1.1803,-0.8509,0.2828,-1.1758,-0.0911],[-2.5847,-1.488,10.63,21.3487,-0.6887,-0.473,1.4161,-0.314,0.0016,-1.1224,-0.2371],[-3.7142,0.4513,8.591,15.5522,-0.6797,-0.3566,-0.3295,-0.6791,-0.1864,-1.1824,-0.3055],[-1.0723,-0.7056,10.3443,17.8677,-2.6967,-0.9941,2.6818,-0.3736,-0.0977,-0.6692,-0.3474],[-2.1403,-1.6574,9.9625,20.7956,-2.1372,-1.5268,-1.714,-0.6093,-0.1473,-1.0905,0.0752],[-2.6582,0.0346,10.5233,19.6183,-1.4732,-2.94,-0.7111,-0.5882,-0.0191,-1.2882,-0.1811],[-4.2086,-1.553,10.6102,21.5795,-0.6216,-2.1392,-0.6616,-0.8207,-0.0806,-1.6243,-0.1909],[-3.4338,-1.3649,12.5831,20.0364,-2.2027,-1.6209,1.2886,-0.3445,-0.0915,-1.3235,-0.1493],[-1.9838,-1.3864,16.1401,17.197,-0.8626,-1.7689,-0.9129,-0.6712,-0.1333,-1.3433,-0.2119],[-4.378,-1.1401,10.6518,22.2463,-1.2225,-2.0307,1.5414,-0.5194,-0.0369,-1.4746,-0.2414],[-4.2343,-0.9273,11.9779,18.5419,-1.9801,-0.6761,0.7208,-0.4587,0.276,-1.1522,-0.7036],[-2.8853,0.0084,11.2511,16.9574,-1.624,-0.4493,1.3131,-0.6033,0.1796,-0.5855,-0.7079],[-4.0198,0.1686,8.1762,19.5408,-0.6962,-2.1915,0.7136,-0.6791,0.3506,-1.0034,-0.0458],[-4.2874,-1.6663,10.3174,21.0278,-1.528,-0.5763,2.0125,-0.2778,0.2626,-1.0013,-0.2884],[-5.3545,0.3106,10.7007,17.2018,-0.4838,-0.3834,-0.2838,-0.5074,0.0074,-0.8751,-0.1565],[-4.3246,-0.1712,10.0811,17.1622,-1.6032,-0.5716,-0.2583,-0.7856,0.171,-0.7967,-0.3001],[-4.5484,0.1965,5.7102,13.0195,-0.484,-1.7236,2.415,-1.2091,0.2574,-0.833,-0.1471],[-4.6798,-2.8622,10.0794,18.2336,-1.2215,-0.5854,3.7961,-0.0787,0.1911,-1.0529,-0.0191],[-4.8023,-0.3418,8.5114,13.069,-1.9485,-1.3054,-0.1323,-0.7318,-0.1302,-1.014,0.0959],[-3.4979,-0.7518,9.3838,13.1837,-1.7922,-0.4025,-1.5102,-1.0025,-0.1152,-1.6762,0.0869]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_83590>\n<parameter=p_1_80>\nmaple_475\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_83590>\n<parameter=p_1_80>\nmaple_475\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_83590>\n<parameter=p_1_80>\nmaple_475\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_83590>\n<parameter=p_1_80>\nmaple_475\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_83590>\n<parameter=p_1_80>\nmaple_475\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0247","set":"practice","cohort":"ambiguous","family":"substring_position","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_426, reference 020. These are not inputs to this request.\nThe operation I need is: find the first position of a term in stored text.\nText to locate: either \"birch_304\" or \"birch_3049\", with no preference specified. Stored document identifier: \"maple_129\".","tools":[{"function":{"description":"Find the last position of a term in stored text. Inert synthetic operation.","name":"fx_26863","parameters":{"additionalProperties":false,"properties":{"p_1_38":{"description":"Stored document identifier","type":"string"},"p_2_91":{"description":"Text to locate","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_38","p_2_91"],"type":"object"}},"type":"function"},{"function":{"description":"Find the first position of a term in stored text. Inert synthetic operation.","name":"fx_53786","parameters":{"additionalProperties":false,"properties":{"p_1_38":{"description":"Stored document identifier","type":"string"},"p_2_91":{"description":"Text to locate","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_38","p_2_91"],"type":"object"}},"type":"function"}],"prompt_tokens":677,"decision":{"rms":0.42242720736763484,"sumsq":182.72639541700482,"hb":[0.01712,-0.10296,-2.26778,0.2595,-1.66064,0.23361,-0.62042],"lse":23.73630008327373,"logits":[12.857,11.973,11.455,12.256,11.935,11.086,8.375,8.753,10.983,11.177,10.278,16.458,11.652,10.418,13.795,9.71,9.079,11.382,10.638,9.587,20.477,10.512,11.145,13.221,12.69,12.28,10.032,9.704,11.735,8.958,9.457,13.685,14.332,8.091,11.978,11.02,9.235,10.56,9.586,9.787,11.488,8.414,7.866,10.864,5.02,7.067,0.088,10.373,6.109,14.813,4.872,9.082,9.04,7.803,8.323,5.151,9.347,13.383,10.084,7.542,7.593,14.379,4.825,8.51,9.926,11.142,4.506,9.969,1.602,18.829,8.018,7.033,9.149,-1.032,8.731,3.219,10.67,6.325,8.208,8.575,9.663,8.81,8.095,8.567,10.652,5.566,6.447,4.105,12.012,10.808,1.481,5.237,15.946,12.312,3.457,6.467,13.32,-3.418,4.114,3.67,7.096,8.558,1.13,7.502,0.391,13.321,10.212,3.98,7.886,10.729,6.363,10.597,5.048,6.535,6.749,11.34,15.881,4.908,7.344,8.139,12.921,10.915,13.061,13.275,13.256,11.148,3.71,12.122,8.329,9.369,2.626,6.59,3.161,6.713,11.691,7.767,4.733,13.945,4.81,9.649,7.945,13.599,12.781,4.199,1.043,7.987,12.44,0.586,16.082,2.186,-0.58,8.558,7.587,6.837,6.29,9.184,6.87,8.925,9.09,10.171,8.406,4.977,10.271,-1.92,7.883,4.211,10.085,7.275,-5.885,10.061,12.249,11.476,13.679,7.607,8.994,5.8,7.461,6.205,12.029,8.862,6.641,4.053,8.397,2.964,7.697,16.832,5.189,10.804,-2.06,9.962,10.485,3.777,11.795,13.477,5.604,3.93,9.352,11.657,9.226,2.598,6.423,10.98,6.707,3.594,13.479,7.392,9.739,7.006,5.461,14.229,2.376,11.469,14.476,3.634,6.463,5.324,-5.191,0.897,4.714,4.508,7.44,10.717,7.031,4.058,-0.65,7.357,8.075,4.714,1.664,4.563,10.789,-0.587,3.336,6.604,9.228,13.791,3.618,11.361,6.152,9.327,7.215,4.443,4.458,2.452,4.912,13.398,0.14,-3.842,8.009,8.982,0.34,11.64,8.932,9.058,5.079,-2.679,12.612,12.044,7.982,11.982,8.488,10.447,6.568,2.398,4.487,6.839,6.24,10.675,5.102,14.887,0.956,4.279,0.143,0.923,1.66,8.187,7.537,7.569,7.517,1.016,10.166,9.967,1.503,5.605,5.034,7.762,1.184,7.244,11.823,11.967,7.846,7.459,11.1,7.977,8.225,13.107,8.554,11.338,14.731,8.749,11.418,6.454,6.547,9.42,6.464,6.278,5.305,10.861,1.723,10.381,7.428,4.849,13.311,4.091,-0.864,-2.642,8.856,7.774,-5.217,0.322,4.497,9.756,8.475,8.088,8.773,10.331,-3.278,-3.079,7.113,9.959,16.017,8.979,2.452,10.999,12.99,5.75,10.737,1.785,2.339,6.456,-2.009,10.169,12.117,12.21,9.09,4.527,9.618,4.336,6.561,2.799,10.176,5.035,-2.047,6.206,9.515,13.561,7.726,10.272,10.659,8.64,2.662,4.743,0.266,0.29,12.406,10.612,12.091,5.476,2.911,4.774,9.815,10.938,2.504,8.297,11.081,5.437,4.764,10.495,7.974,13.692,4.866,-3.112,15.371,4.658,7.831,4.503,1.734,2.426,8.842,11.359,4.701,10.443,5.607,12.66,0.958,9.061,8.199,3.179,1.639,2.01,4.425,-2.371,5.773,2.613,12.195,0.877,9.689,11.377,-2.701,2.171,11.477,8.862,1.205,5.291,8.578,9.491,-1.357,12.241,8.33,9.774,7.419,12.919,3.639,7.389,8.501,9.819,4.691,0.623,13.485,-1.494,14.473,8.674,3.703,5.553,2.535,6.084,7.426,7.462,13.02,11.809,9.774,6.233,6.876,5.519,2.72,4.903,10.853,0.823,12.087,1.641,7.533,-0.904,9.901,-2.448,5.075,3.514,10.399,6.467,6.26,-0.114,2.323,10.814,9.663,5.734,8.208,2.979,1.429,2.974,7.516,8.27,8.464,12.978,7.882,0.328,3.321,2.058,1.484,7.523,6.249,3.554,8.542,5.924,10.057,0.348,7.591,10.383,0.164,8.359,17.277,10.559,6.645,5.223,8.122,9.051,5.11,6.254,11.755,1.514,7.344,1.968,6.913,0.874,4.616,4.782,0.828,4.58,0.995,5.074,9.984,13.736,2.543,8.45,2.049,3.328,8.525,4.736,7.231,13.423,4.859,6.544,9.525,1.928,1.658,-0.395,5.756,6.787,0.663,-1.83,1.08,6.825,5.216,5.721,4.131,5.613,5.207,5.135,7.333,2.946,4.806,6.527,5.349,1.604,-0.515,9.7,0.699,5.991,11.345,6.818,5.248,7.306,2.398,6.593,-1.926,2.772,7.01,10.654,4.577,10.075,2.947,9.262,9.166,4.835,-0.228,3.46,7.575,10.348,7.033,1.409,9.58,2.018,-0.903,4.915,4.776,9.523,3.055,6.122,-2.735,6.629,5.93,1.124,2.478,6.877,9.447,-1.174,4.593,1.097,7.225,0.242,10.469,0.239,10.042,8.825,-1.06,5.52,8.638,-1.245,2.245,2.875,5.768,12.83,1.828,7.386,8.512,4.084,12.014,10.352,0.762,-1.732,-1.815,1.623,7.753,9.582,9.061,8.19,-1.201,6.924,2.783,8.06,4.718,7.244,13.313,4.683,4.028,2.606,6.273,12.233,4.728,8.363,-2.217,3.065,4.729,2.063,4.049,3.115,8.074,11.669,7.013,1.393,2.248,3.734,11.092,0.23,5.877,7.42,6.804,8.582,6.094,-2.273,2.171,2.468,-0.322,1.541,8.915,8.083,-3.728,1.583,-0.624,12.961,-2.05,4.993,9.279,7.148,6.381,8.461,2.848,7.031,7.237,-0.986,6.256,9.571,-3.644,-0.967,2.917,6.061,0.94,7.149,8.442,5.454,0.974,3.613,3.449,2.343,6.092,12.575,2.034,3.67,-0.454,10.045,5.533,8.876,4.748,6.801,10.8,7.27,2.599,6.307,1.987,2.554,6.896,0.858,5.961,2.272,1.003,0.494,12.878,-1.437,6.382,3.685,-0.419,5.365,8.298,-1.483,8.085,11.626,1.595,1.154,4.425,5.666,5.915,2.886,3.95,1.462,5.114,2.356,1.819,8.604,0.302,8.574,8.317,4.672,4.334,-0.489,3.998,4.059,0.842,9.344,8.046,2.287,12.111,2.281,2.933,5.316,6.06,5.274,7.218,2.994,1.17,3.366,6.177,1.956,0.167,8.747,-1.627,0.865,6.508,2.122,-3.48,3.618,5.91,2.428,3.11,-1.678,1.978,9.944,4.954,3.461,0.233,1.247,0.194,2.903,-0.393,-4.263,7.707,7.553,1.699,-1.383,2.514,6.284,2.82,7.609,10.014,-2.298,4.778,5.827,5.043,4.034,8.936,-0.59,4.435,0.721,8.994,-0.8,-0.244,5.21,2.391,1.616,0.385,-0.277,2.293,0.881,3.227,6.107,0.264,7.134,4.848,2.657,-0.6,-0.795,-1.649,1.901,2.596,3.037,5.28,0.47,5.332,2.069,6.164,3.158,0.425,1.173,1.008,6.381,1.532,4.363,4.503,3.602,-0.265,3.377,-0.799,2.381,1.719,-3.033,3.413,3.083,1.309,1.186,1.879,0.586,1.897,12.74,10.273,3.171,4.274,3.763,2.76,5.373,0.671,-1.239,3.079,3.052,-1.531,0.135,-0.191,-4.38,5.379,-0.264,2.922,0.301,3.228,-0.355,-1.736,3.029,-0.719,1.34,0.528,0.732,2.606,0.276,0.407,1.153,3.114,1.38,0.24,1.678,1.018,0.099,2.221,2.622,1.211,-0.473,-1.725,0.818,-0.145,1.761,2.073,1.996,4.821,3.71,-2.297,-1.875,5.658,4.737,0.207,1.716,3.025,4.315,2.058,-0.945,1.405,0.426,0.124,3.524,-0.349,2.472,2.896,6.889,1.684,2.116,4.32,3.359,0.445,4.86,-2.331,2.022,0.39,0.834,4.093,0.843,1.899,2.759,-2.461,-0.293,3.541,0.448,1.161,1.512,1.35,3.669,-0.154,5.77,-0.337,3.939,1.783,1.266,1.517,0.413,4.302,2.092,0.967,3.946,-1.626,0.325,2.973,5.337,0.216,3.393,0.725,3.168,1.101,-0.4,4.762,3.956,2.254,1.278,0.748,2.466,-2.414,-0.731,-0.238,-4.959,1.675,-1.394,1.519,-2.389,1.469,-0.431,0.649,7.122,3.198,-0.218,3.365,2.516,0.08,-0.332,0.898,4.752,1.553,-0.376,5.471,2.097,1.918,2.979,4.016,0.837,3.332,-2.684,2.442,0.969,-0.439,0.216,-3.209,-0.262,1.68,2.86,0.646,4.106,4.698,3.976,0.313,3.652,1.919,0.554,5.295,1.032,4.203,3.798,-1.617,-0.72,-0.989,1.059,-1.654,0.016,0.786,-0.813,1.134,-2.2,0.857,1.128,-0.284,-1.386,3.139,3.824,0.447,3.637,4.467,2.769,-4.126,10.106,23.679,11.033,12.045,11.498,15.456,14.674],"base_top":[[248058,23.679],[40,20.477],[760,18.829],[27775,17.277],[3928,16.832],[27,16.458],[2665,16.082],[12189,16.017],[1206,15.946],[1919,15.881]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,20,18,22,23,21,29,198,27,15704,16874,62,16,62,18,23,29,198,2117,273,62,16,17,24,198,510,15704,29,198,27,15704,16874,62,17,62,24,16,29,198,42404,329,62,18,15,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","5","3","7","8","6",">","\n","<","parameter","=p","_","1","_","3","8",">","\n","map","le","_","1","2","9","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","9","1",">","\n","bir","ch","_","3","0","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.995,-0.9173,-1.4102,-1.5599,-1.5266,0.7167,-0.4936,0.1315,0.0195,-0.8384,-0.0218],[-4.2017,0.6963,7.6408,14.9584,-0.7888,-1.5562,1.8401,-0.7332,0.1104,-0.5537,-0.3542],[-5.0441,-1.5624,11.3867,18.4919,-1.5546,-0.8747,0.3388,-0.1043,0.1977,-0.9208,-0.172],[-2.6333,-2.2174,10.3592,16.5816,-1.9033,-0.6583,1.7369,-0.75,0.1072,-0.8692,0.0092],[-2.7437,-2.3123,10.257,15.1424,-1.9451,-0.8533,-1.174,-0.6124,0.34,-1.3206,0.6702],[-1.3536,-3.2812,9.2779,15.0232,-0.5794,-0.5896,0.1816,-0.8207,0.4974,-1.3664,0.1548],[-3.0212,-1.4228,11.8232,20.7937,-2.5728,-0.1309,-0.5716,-1.5001,0.4115,-1.6402,0.1289],[-2.0369,-1.6221,15.9583,20.3499,-1.6165,-1.3035,-1.7371,-0.8696,0.2854,-1.5579,-0.369],[-3.6061,-2.0744,13.196,21.4847,-1.6481,-2.9382,-0.4565,-1.4318,0.0105,-1.33,-0.3176],[-3.2394,-2.3608,12.2205,20.5333,-0.7509,-1.2765,-0.6388,-1.3805,-0.1165,-1.3456,-0.4845],[-3.2315,-2.1656,10.5917,18.6104,0.5223,-1.6989,-0.7497,-1.3151,-0.232,-1.3019,-0.3632],[-3.6133,-1.703,11.1761,21.3931,-0.7396,-3.0717,1.1834,-1.4519,0.2529,-0.9621,-0.2455],[-5.2635,-1.2759,10.0588,22.6142,-1.3733,-1.8104,1.0649,-0.6957,0.1061,-1.2476,0.0091],[-6.0925,-0.8827,9.8138,20.7303,-1.4887,-1.2111,1.8331,0.2666,0.072,-0.9269,-0.245],[-5.2727,-0.6698,10.4098,17.7129,-1.5162,-1.1266,0.223,-0.0177,-0.2336,-1.0763,-0.2667],[-1.5026,-1.3734,9.8105,17.6807,-1.9665,-1.2346,3.1416,-0.2012,-0.1507,-1.091,-0.518],[-2.3301,-1.9804,9.833,20.4936,-2.4249,-1.1952,-1.1228,-0.5679,-0.0832,-1.1602,0.1162],[-4.0044,-1.3829,10.5389,22.2667,-2.7246,-1.381,0.68,-0.8322,0.1476,-1.4452,-0.1719],[-2.9909,-2.284,14.527,22.9695,-2.5498,-1.3026,-0.2195,-0.3097,0.1481,-1.551,-0.5552],[-4.337,-2.4833,11.0677,22.5304,-2.6367,-1.9052,1.3315,-1.3643,0.0847,-2.1576,0.042],[-3.8707,-3.1035,14.2197,21.7623,-2.7957,-2.8811,0.4204,-0.7179,0.0422,-1.7736,-0.4718],[-3.011,-1.8925,11.1257,21.0254,-0.1569,-1.2512,0.9828,-0.9323,0.0044,-1.735,-0.1607],[-4.8353,-1.7717,12.7908,20.2,-1.7547,-2.0527,1.5868,-0.4721,0.1564,-1.7638,0.0936],[-4.0594,-1.473,15.3858,19.5746,-2.8098,-0.527,2.7398,-0.245,0.2898,-1.4959,-0.1341],[-2.1854,-1.4016,19.0581,15.11,-0.7926,-0.5474,-0.1484,-0.5148,0.2206,-1.6381,-0.0241],[-2.9934,-1.1475,13.5656,20.9431,-0.0596,-0.6969,-0.6789,-1.0633,0.239,-1.4339,0.0147],[-4.6244,-1.1146,13.1907,22.9318,-1.7009,-0.2679,0.2869,-1.0774,0.1557,-1.5064,-0.1742],[-3.0666,-2.6925,16.4434,21.4411,-1.154,-0.3203,-0.7904,-0.5102,0.0452,-1.5826,-0.6407],[-3.6198,-1.7514,13.0811,20.8399,-1.254,-1.353,-1.0651,-1.4351,0.1431,-1.807,-0.4948],[-3.9527,-2.2494,13.1931,21.5809,-0.3172,-2.1161,0.4529,-0.8904,0.0852,-1.6281,-0.1852],[-3.6606,-1.1546,11.1452,21.2347,-0.5634,-1.8752,1.0907,-0.4356,0.1617,-1.6477,-0.2415],[-4.079,-1.015,11.7457,18.8255,-1.6053,-1.1386,0.1835,-0.4546,0.1845,-1.4294,-0.5447],[-2.6713,0.2508,11.464,17.4554,-2.1672,-1.0845,0.3953,-0.3455,-0.0421,-0.8337,-0.6239],[-4.9697,-0.2108,9.0781,21.8148,-0.8282,-2.7241,1.2088,-0.8829,0.2584,-1.1287,-0.2518],[-4.1789,-2.219,10.398,20.2549,-1.4542,0.2909,1.6668,-0.0354,0.1502,-1.5123,-0.1736],[-4.5883,-0.4731,10.1971,18.156,-1.4979,-0.6749,0.1231,-0.2998,-0.2662,-1.1563,-0.4313],[-1.2846,-1.1807,10.7037,19.1868,-2.7543,-0.8155,2.7722,-0.5381,-0.0675,-0.9896,-0.3657],[-2.286,-2.0205,9.6101,20.9605,-2.4445,-0.87,-1.1146,-0.6179,-0.052,-1.3491,0.0701],[-3.7915,-1.1374,10.4533,21.3874,-2.6792,-1.3144,0.6847,-1.01,0.2134,-1.4794,-0.1761],[-3.0077,-2.3131,14.7532,22.294,-2.6458,-1.2756,-0.1035,-0.5549,0.1815,-1.4394,-0.7011],[-3.7142,-1.8586,10.8648,21.8643,-1.2842,-1.1366,1.4985,-1.3421,0.069,-2.2649,-0.1246],[-3.0445,-2.8898,14.6521,20.7681,-1.6497,-1.9267,0.4221,-0.612,-0.0581,-1.7452,-0.6573],[-3.491,-1.7756,11.7953,22.2623,-0.829,-1.3077,0.2832,-0.9678,0.1745,-1.6886,-0.2965],[-4.3217,-1.6876,13.3857,18.3623,-1.0596,-1.9312,0.2558,-0.6129,-0.1682,-1.4834,-0.0299],[-4.1968,-1.3078,15.8133,16.5446,-2.5914,-0.3624,1.08,-0.093,0.153,-1.2362,-0.2654],[-1.9357,-1.192,19.4599,12.3942,-1.1265,-0.5316,-1.8946,-0.2673,0.002,-1.3642,-0.2467],[-3.799,-1.8426,12.8892,19.1608,-1.1157,0.1536,1.5457,-0.7186,-0.0155,-1.5331,0.2564],[-4.1712,-1.1453,12.6272,20.8984,-1.8249,-0.3666,1.3588,-1.4316,0.0097,-2.1538,-0.0328],[-2.4889,-2.1591,15.1982,18.7579,-1.2889,-0.8582,-0.2823,-0.6323,-0.0173,-2.0445,-0.5893],[-2.3307,-1.3883,12.5732,19.4907,-1.274,-0.8094,-0.7502,-1.1079,-0.1258,-1.4191,-0.5904],[-1.796,-2.0173,12.5057,18.137,-0.3854,-1.2454,-0.0515,-1.0679,-0.045,-1.4715,-0.2921],[-2.893,-1.2615,12.6268,17.592,-1.2269,-2.2128,0.4068,-0.7763,-0.1514,-1.9009,-0.0321],[-3.6076,-0.4232,12.4172,16.6762,-1.9807,-1.1334,-0.2345,-0.431,0.1218,-1.4718,-0.4484],[-2.671,0.3282,10.4314,15.8662,-1.2091,-0.6403,1.1995,-0.4101,0.1753,-0.4347,-0.6789],[-3.4495,0.1735,7.8596,19.7581,-0.9636,-2.2937,1.0226,-0.7823,0.1941,-1.1354,-0.1831],[-3.0417,-0.9036,9.0961,19.7633,-0.5653,-0.4156,2.4789,-0.1425,0.0381,-1.1928,-0.304],[-3.1218,0.1271,8.9818,16.0474,-0.9706,-0.505,0.0219,-0.577,-0.1507,-1.1725,-0.4247],[-3.6382,-0.2958,8.8173,15.664,-1.6895,-0.2039,-0.2504,-0.5504,0.1213,-1.1663,-0.3808],[-4.7577,-0.199,6.4224,13.657,-0.4822,-2.1018,2.2275,-1.1737,0.1903,-0.8795,-0.1266],[-4.5173,-2.9393,10.4201,16.8711,-1.2392,-1.2779,2.8581,0.4207,0.3208,-0.8062,-0.1595],[-3.7093,-0.3525,7.4314,11.211,-1.6267,-0.6562,0.2415,-0.9609,0.0886,-1.1796,0.138],[-3.9973,-0.4849,7.9629,12.0738,-2.2512,-0.9306,-1.3165,-1.0442,0.0231,-1.3369,0.0337]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_53786>\n<parameter=p_1_38>\nmaple_129\n</parameter>\n<parameter=p_2_91>\nbirch_304\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_53786>\n<parameter=p_1_38>\nmaple_129\n</parameter>\n<parameter=p_2_91>\nbirch_304\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_53786>\n<parameter=p_1_38>\nmaple_129\n</parameter>\n<parameter=p_2_91>\nbirch_304\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_53786>\n<parameter=p_1_38>\nmaple_129\n</parameter>\n<parameter=p_2_91>\nbirch_304\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_53786>\n<parameter=p_1_38>\nmaple_129\n</parameter>\n<parameter=p_2_91>\nbirch_304\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0032","set":"practice","cohort":"valid_call","family":"queue_end","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> enqueue {\"queue\": \"cedar_297\", \"value\": \"048\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: put a value at the back of a queue.\nQueue identifier: \"cedar_297\". Value to insert: \"048\".\nUnrelated archived note: maple_712, reference 075. These are not inputs to this request.","tools":[{"function":{"description":"Put a value at the front of a queue. Inert synthetic operation.","name":"prepend_queue","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"queue":{"description":"Queue identifier","type":"string"},"value":{"description":"Value to insert","type":"string"}},"required":["queue","value"],"type":"object"}},"type":"function"},{"function":{"description":"Put a value at the back of a queue. Inert synthetic operation.","name":"enqueue","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"queue":{"description":"Queue identifier","type":"string"},"value":{"description":"Value to insert","type":"string"}},"required":["queue","value"],"type":"object"}},"type":"function"}],"prompt_tokens":598,"decision":{"rms":0.373972195116183,"sumsq":143.21070358529687,"hb":[-0.03944,-0.00156,-1.99166,0.28429,-1.56043,0.26299,-0.59976],"lse":23.45300789969555,"logits":[12.118,11.606,12.325,12.391,11.256,9.258,8.138,8.058,10.445,11.555,9.916,15.868,10.768,10.252,13.999,10.405,10.382,9.775,11.043,9.571,19.451,9.483,9.957,12.296,12.036,12.496,9.877,8.852,12.834,9.125,7.873,13.485,14.613,8.119,11.987,9.538,8.5,11.909,7.743,9.114,12.168,8.899,8.373,11.259,3.08,8.496,0.512,11.415,6.727,12.937,5.258,8.41,9.66,10.219,8.855,6.681,10.773,14.759,8.744,5.256,13.535,13.377,5.263,8.498,11.206,11.816,6.325,8.716,3.858,16.014,6.911,8.402,8.049,0.319,6.915,1.891,10.015,4.332,10.039,9.418,8.879,11.637,7.962,8.347,10.609,5.545,8.119,4.709,9.004,12.013,1.471,5.455,14.826,11.336,2.676,7.086,10.764,-2.923,2.979,5.661,7.048,8.812,-0.038,5.334,0.435,12.783,9.836,6.405,8.324,14.685,6.864,9.496,5.643,4.893,7.972,10.437,14.805,4.319,6.488,8.12,10.315,11.355,11.47,13.204,12.428,12.943,0.338,12.23,12.492,7.227,0.641,6.4,2.735,5.66,12.121,7.754,2.516,12.187,6.237,8.493,7.825,13.573,12.056,4.067,-0.705,5.719,11.109,2.981,15.475,1.102,-0.838,8.491,7.424,7.455,4.146,9.633,5.274,9.282,8.055,8.814,7.98,3.556,9.935,-1.323,7.961,6.232,7.788,4.886,-5.745,8.669,10.634,9.857,12.268,5.81,8.883,5.151,7.055,6.256,11.017,6.986,6.347,3.648,5.224,5.548,9.503,15.833,6.146,10.864,-1.213,8.699,9.535,3.121,10.122,11.514,4.354,3.609,12.28,10.347,8.89,2.58,4.634,12.226,5.98,3.882,10.754,6.221,9.139,8.042,5.002,10.977,2.115,11.019,14.048,0.719,7.586,4.906,-5.37,0.68,5.532,4.443,6.124,6.964,8.331,5.189,-0.811,5.163,4.993,5.807,1.255,4.56,9.292,-1.411,3.024,7.043,9.703,10.47,4.749,10.023,6.595,7.715,9.222,5.039,5.052,6.181,6.081,12.715,0.179,-3.889,6.974,9.868,-0.074,12.308,8.104,6.694,5.488,-2.224,12.148,11.279,6.378,10.279,8.368,12.059,4.761,3.412,6.773,5.893,2.609,10.785,5.369,14.016,0.767,1.616,1.954,1.505,3.803,8.131,5.826,5.349,6.007,1.986,9.628,7.845,1.523,6.186,5.365,8.272,-1.208,6.415,12.613,9.834,8.076,5.792,11.033,6.581,8.694,8.386,7.569,8.889,13.161,8.846,11.227,6.0,5.058,7.45,7.578,3.502,2.806,9.971,2.771,8.221,7.035,4.051,10.768,4.184,-1.46,-4.895,8.24,7.54,-5.573,-1.198,3.525,8.975,7.083,7.85,6.822,9.97,-3.805,-2.536,6.874,9.833,13.06,8.753,2.514,8.253,11.524,6.687,8.795,4.102,4.924,5.798,-1.389,9.51,12.93,10.485,7.799,3.19,6.555,4.599,7.592,2.317,9.235,4.77,-1.125,7.187,11.017,11.552,7.068,10.041,9.281,8.809,2.024,7.413,0.192,-1.013,10.382,8.954,11.608,5.235,2.971,1.927,10.09,10.354,0.526,6.29,9.028,7.038,6.176,9.949,8.663,11.918,2.902,-2.043,13.025,3.464,7.364,4.116,1.826,2.399,8.238,10.618,3.354,9.804,2.673,9.522,-0.253,10.173,7.976,1.963,2.24,0.707,3.426,-2.711,6.236,1.534,10.472,2.942,14.46,9.958,-0.394,2.054,10.553,8.219,0.575,4.136,7.91,8.386,-4.258,9.519,6.475,9.692,10.236,10.637,2.2,9.032,5.185,9.173,4.459,1.5,11.313,-0.805,9.627,9.349,4.536,4.502,3.015,3.682,8.603,4.916,10.685,11.886,8.244,7.344,10.857,3.797,3.937,1.838,9.367,1.042,10.987,0.776,6.173,0.282,10.145,-3.146,2.758,3.935,7.363,5.847,2.977,1.692,1.81,9.148,7.832,6.468,6.415,1.249,-0.415,2.825,7.956,8.482,7.589,12.041,7.659,-0.076,1.512,2.725,0.604,6.225,6.36,2.623,7.013,4.652,8.662,-0.146,5.917,9.443,-0.21,6.653,13.003,7.849,5.771,6.239,5.446,7.839,6.789,5.535,10.298,-0.716,6.562,4.251,6.128,0.933,3.076,5.169,1.093,6.438,1.232,5.035,12.729,12.727,7.164,8.009,-1.454,4.736,7.194,4.534,6.821,11.265,5.058,7.21,6.816,2.873,1.471,-2.111,6.471,4.572,1.845,-3.104,0.732,7.072,5.534,3.259,3.577,5.626,5.807,4.804,6.734,3.606,4.759,2.601,4.625,0.793,0.871,11.62,1.413,3.838,9.512,4.684,5.086,7.839,1.615,5.179,-0.885,1.857,7.821,9.455,4.707,10.795,2.66,6.567,7.282,3.512,-0.499,2.968,6.945,9.189,6.226,2.896,9.44,3.98,-0.51,7.593,3.302,7.675,2.179,4.287,-2.451,5.758,6.966,1.077,2.498,7.207,9.179,0.288,2.23,1.31,7.015,-0.462,10.659,-0.57,8.82,9.365,-2.449,8.221,7.644,-0.955,3.883,3.534,4.293,10.507,1.505,5.341,7.262,3.034,10.577,9.749,1.104,-0.105,-2.953,0.848,5.566,8.701,8.701,7.303,-0.255,6.904,3.786,6.019,3.701,7.473,7.985,5.616,4.744,1.879,3.613,9.784,2.75,8.87,-1.631,5.84,6.643,3.057,4.145,1.385,9.651,11.757,5.726,-0.171,-0.701,4.911,9.058,0.386,6.184,4.044,6.872,7.584,5.866,-3.039,1.764,2.942,-1.674,2.691,7.447,7.41,-5.352,1.639,-3.408,10.195,1.258,3.339,6.853,6.042,4.934,9.49,3.252,7.137,7.004,-0.518,5.211,8.59,-4.723,-1.016,2.947,5.052,2.503,7.456,6.519,8.973,-0.969,3.935,2.295,1.336,6.098,9.312,1.985,2.539,0.819,10.206,4.201,6.585,7.276,4.452,8.045,5.528,3.801,5.898,1.076,2.308,4.607,2.013,4.651,2.092,-0.212,1.308,13.643,-1.54,6.705,2.78,0.157,4.809,6.258,-0.769,6.241,11.883,1.197,-0.367,3.056,5.788,4.586,2.598,5.467,1.411,4.821,3.894,3.848,9.643,0.101,8.187,8.729,5.566,4.429,-0.558,4.848,5.038,0.233,6.318,8.55,4.209,13.921,3.29,3.839,4.552,5.577,4.064,7.192,4.013,1.994,2.724,7.153,1.124,-0.069,8.553,-1.911,0.203,9.114,2.274,-2.869,2.23,6.403,0.559,3.054,-0.791,4.381,9.217,4.543,4.021,1.171,1.574,1.109,4.16,-1.684,-3.239,6.668,6.826,2.244,-1.648,2.545,7.452,0.964,6.022,11.542,-1.749,6.928,5.685,6.685,4.764,10.917,-1.079,1.012,2.706,7.942,-4.777,-1.842,4.032,1.662,-2.181,-0.632,0.971,0.525,-0.978,3.18,4.737,-1.367,4.554,3.389,-0.205,-1.181,-3.42,-3.166,1.036,1.518,0.717,3.914,1.349,4.025,1.131,3.821,1.801,-1.387,1.734,0.129,2.597,1.779,2.318,1.989,4.438,-1.333,1.664,0.736,3.299,1.932,-1.103,5.003,1.053,1.482,-0.153,1.846,-0.514,4.027,11.821,8.469,2.321,3.897,2.791,3.036,3.982,-0.244,0.328,1.957,2.113,-0.873,-0.036,-1.985,-4.92,4.976,1.407,2.69,0.392,1.172,-2.234,-2.29,3.741,-0.364,-1.3,1.288,0.966,1.461,-1.178,-0.128,-2.959,1.996,2.177,0.721,-0.234,-0.09,-1.04,1.465,2.198,-0.234,-0.354,-3.401,-2.445,1.777,0.995,1.961,1.88,3.042,3.536,-2.311,-2.418,5.981,3.867,1.329,3.197,4.107,3.66,0.881,0.047,0.569,-0.768,1.27,5.351,-0.454,2.036,1.008,3.853,1.896,1.897,4.013,4.215,0.023,4.679,-2.319,0.564,1.293,-0.288,3.719,0.689,0.874,3.253,-4.041,-1.673,6.433,0.082,1.592,0.434,1.489,3.322,-0.712,5.415,-0.399,2.293,2.3,0.684,0.204,-1.058,4.596,3.371,0.098,1.86,-1.948,1.571,0.059,5.566,0.52,2.192,-0.519,2.663,0.763,0.203,3.366,3.674,1.328,0.228,-0.676,4.8,-3.087,-1.13,-0.277,-3.709,1.581,-1.086,-0.956,-0.056,-1.481,0.62,-0.474,4.935,3.362,-0.486,1.583,0.351,1.174,-0.327,1.927,4.896,3.046,0.269,5.458,1.391,4.293,3.227,2.776,-0.09,3.886,-2.973,1.034,1.757,-0.361,-0.526,-3.969,-2.101,2.76,2.394,-0.726,3.788,4.821,3.9,0.235,4.258,2.584,2.208,4.2,1.24,4.371,4.757,-1.4,-0.306,0.317,-0.554,-1.76,-1.711,-0.584,1.696,3.216,-2.718,2.671,3.242,-1.577,-1.337,1.614,3.178,-0.276,3.528,4.27,1.696,-4.707,10.605,23.427,12.162,12.027,12.876,15.576,15.28],"base_top":[[248058,23.427],[40,19.451],[760,16.014],[27,15.868],[3928,15.833],[248068,15.576],[2665,15.475],[248069,15.28],[1206,14.826],[1919,14.805]]},"positions":{"tokens":[248058,198,27,1628,59673,4435,29,198,27,15704,28,4435,29,198,1931,277,62,17,24,22,198,510,15704,29,198,27,15704,44984,29,198,15,19,23,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=en","queue",">","\n","<","parameter","=","queue",">","\n","ced","ar","_","2","9","7","\n","</","parameter",">","\n","<","parameter","=value",">","\n","0","4","8","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.2483,-1.1639,0.5487,0.7756,-2.1588,0.7311,-0.4072,-0.1245,-0.0664,-0.584,0.0655],[-4.2807,0.1524,7.8694,15.4327,-1.2893,-1.764,1.4763,-0.8636,0.0277,-0.6106,-0.4186],[-4.4186,-1.4353,11.2014,18.1095,-2.0624,-0.8295,-0.0519,-0.2416,-0.0756,-0.7294,-0.2033],[-1.9371,-1.8949,9.6059,16.3252,-2.3899,-0.9008,1.7909,-0.8103,-0.2971,-0.4625,-0.0378],[-2.3891,-2.5788,9.055,17.2338,-2.7608,-0.6654,-1.448,-0.4433,-0.3298,-0.9237,0.3478],[-1.7217,-2.2218,11.0114,16.1492,-1.6687,-2.16,-4.1619,-0.5322,-0.1536,-1.0612,0.1632],[-4.6373,-1.9423,10.2087,22.3167,-1.2575,-1.2775,0.7342,-1.0602,-0.2436,-1.4872,0.2583],[-5.3199,-1.0665,10.7,21.9549,-2.3438,-1.5969,2.0842,-0.2988,-0.1066,-0.9373,-0.1417],[-4.8472,-1.0956,11.8582,18.598,-1.8251,-1.1333,-0.032,-0.4412,-0.2879,-1.1542,-0.0902],[-1.2355,-1.3668,10.2838,18.44,-3.1762,-0.4976,3.3857,-0.9446,-0.453,-1.0266,-0.2162],[-1.4583,-1.3985,10.2971,20.1124,-3.9319,-1.03,-0.7179,-0.7723,-0.2764,-1.1817,0.3756],[-0.924,-1.6781,12.8557,17.584,-2.9952,-1.3817,-0.5018,-1.3168,-0.1339,-1.1978,-0.0014],[-3.9262,-2.7041,11.1233,21.7052,-2.8688,-2.255,1.0236,-0.6557,-0.1267,-1.4337,0.1759],[-3.5693,-1.4221,16.1752,19.6596,-3.9373,-1.292,1.693,-0.3668,0.3688,-1.211,-0.0514],[-0.8785,-1.1088,20.7299,16.5842,-1.9781,-1.2342,-1.0762,-0.674,0.2432,-1.2946,-0.0966],[-2.7349,-2.888,13.8269,21.3304,-1.0655,-0.2905,0.9913,-1.4366,0.0903,-1.1805,0.1136],[-4.3271,-1.4075,13.4209,23.2925,-2.2037,-0.1038,1.4651,-1.749,0.3462,-1.6626,0.0966],[-2.8727,-2.5101,16.7064,21.9787,-2.102,-0.6747,-0.3099,-0.8169,0.1979,-1.485,-0.6222],[-3.3985,-2.8977,14.1745,20.8787,-1.0627,-1.6354,-1.2439,-1.4458,-0.1667,-1.6642,-0.1994],[-3.8448,-1.9762,12.5389,21.7704,-0.4612,-1.2363,-0.1329,-1.2581,0.1514,-1.3707,-0.4506],[-4.5722,-1.6527,11.5552,22.6534,-1.8862,-2.4386,1.3301,-0.5988,-0.0421,-1.5616,-0.0884],[-5.8944,-1.1965,13.3595,20.8179,-2.51,-1.0926,0.9716,-0.2661,0.026,-1.1672,-0.4779],[-2.9292,0.0309,10.9684,16.6213,-1.8712,-0.8641,1.2413,-0.284,-0.0769,-0.6233,-0.4777],[-4.7342,-0.2924,10.9198,22.7981,-2.1809,-2.9479,1.251,-0.7381,0.0249,-1.1739,-0.183],[-3.302,-1.4902,12.0484,22.5301,-1.7469,-0.3414,2.3865,-0.2866,0.075,-1.1068,-0.1212],[-4.7973,-0.8448,11.7131,19.317,-2.4916,-1.314,0.4085,-0.2955,-0.2245,-0.886,-0.194],[-1.0449,-1.4664,11.8076,19.389,-3.31,-1.7683,1.9039,-0.287,-0.3306,-0.8969,0.0478],[-2.0024,-1.4707,11.3351,20.8575,-4.1845,-2.3359,-0.4618,-0.5561,-0.2418,-1.2496,0.4137],[-4.667,-1.9234,12.1125,22.7304,-2.1584,-1.7042,0.3499,-1.0769,-0.0936,-1.4511,0.0341],[-3.4674,-1.532,14.1742,20.3714,-3.1256,-1.0222,1.2768,-0.4488,0.2074,-1.0352,-0.3286],[-1.8891,-1.4662,17.9614,16.7018,-2.2514,-0.818,-1.558,-0.1303,0.1261,-0.8965,-0.2874],[-3.3524,-2.6977,14.8578,21.3081,-0.0221,-1.8044,-0.5171,-0.8783,0.0603,-1.2122,-0.4369],[-3.7009,-2.1861,12.9228,20.7432,0.1208,-1.2428,0.4258,-1.1106,0.0072,-1.5843,-0.2823],[-4.374,-1.7096,11.059,21.0437,-1.1302,-2.3766,0.9238,-0.6036,0.0799,-1.2058,-0.2414],[-4.0871,-1.2399,11.7486,18.4487,-1.4522,-1.2597,0.5121,-0.5182,0.1162,-1.2169,-0.4449],[-3.4144,-0.2253,11.2356,17.7969,-1.6025,-0.9973,1.1476,-0.5353,-0.0166,-0.5242,-0.5642],[-3.699,0.0948,9.1717,20.5794,-1.2945,-2.2881,0.8954,-0.7976,0.1614,-1.0603,0.0247],[-3.1841,-1.3892,10.035,20.9383,-1.5326,0.1653,2.158,-0.5155,-0.0116,-1.1278,-0.1334],[-3.6219,0.2114,10.4655,17.1483,-1.3102,-0.477,0.1224,-0.5741,-0.2631,-1.0831,-0.1765],[-4.0742,0.1237,10.6211,17.8141,-1.9522,-0.4177,-0.5227,-1.0723,0.0173,-0.9577,-0.3806],[-4.6559,0.2187,6.6797,14.683,-1.1479,-1.8819,1.8579,-1.2089,0.2494,-0.7909,-0.1642],[-3.4145,-1.8651,10.8968,18.4225,-1.4651,-0.6331,2.748,-0.1563,0.2782,-1.0701,-0.1219],[-5.0583,0.0981,9.2902,13.9711,-1.8373,-1.1659,0.2762,-1.018,-0.0314,-1.1689,0.121],[-3.0152,0.3323,9.5631,13.5734,-1.603,0.147,-1.9641,-1.0035,-0.0362,-1.5227,0.1877]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=enqueue>\n<parameter=queue>\ncedar_297\n</parameter>\n<parameter=value>\n048\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=enqueue>\n<parameter=queue>\ncedar_297\n</parameter>\n<parameter=value>\n048\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=enqueue>\n<parameter=queue>\ncedar_297\n</parameter>\n<parameter=value>\n048\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=enqueue>\n<parameter=queue>\ncedar_297\n</parameter>\n<parameter=value>\n048\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=enqueue>\n<algorithm=queue>\ncedar_297\n</parameter>\n<algorithm=value>\n048\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0102","set":"practice","cohort":"no_tool","family":"substring_position","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_331, reference 054. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to find the last position of a term in stored text. Do not access or change stored data.\nText to locate: \"spruce_838\". Stored document identifier: \"016\".","tools":[{"function":{"description":"Find the first position of a term in stored text. Inert synthetic operation.","name":"fx_25715","parameters":{"additionalProperties":false,"properties":{"p_1_96":{"description":"Stored document identifier","type":"string"},"p_2_68":{"description":"Text to locate","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_96","p_2_68"],"type":"object"}},"type":"function"},{"function":{"description":"Find the last position of a term in stored text. Inert synthetic operation.","name":"fx_10697","parameters":{"additionalProperties":false,"properties":{"p_1_96":{"description":"Stored document identifier","type":"string"},"p_2_68":{"description":"Text to locate","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_96","p_2_68"],"type":"object"}},"type":"function"}],"prompt_tokens":674,"decision":{"rms":0.37343672761382324,"sumsq":142.8008852796629,"hb":[-0.04218,-0.04499,-1.74332,0.13598,-1.19083,0.41685,-0.47729],"lse":22.353231814396345,"logits":[14.194,12.664,14.826,13.617,13.849,13.423,9.66,10.644,11.617,12.417,11.287,16.075,12.906,10.114,13.063,11.049,9.447,14.318,9.559,10.467,19.966,10.707,11.138,13.928,13.02,11.846,10.5,10.261,12.216,9.931,9.216,13.324,14.946,8.634,11.229,15.208,9.587,10.974,8.896,9.086,12.917,9.237,8.395,10.67,6.669,8.102,4.191,11.361,6.805,15.856,4.521,8.263,7.764,9.617,7.802,5.947,9.783,10.811,10.236,7.784,7.313,16.431,3.206,7.629,8.879,10.104,6.653,10.948,1.285,19.395,8.772,9.266,8.048,-0.34,13.553,3.304,9.936,6.22,8.479,12.928,9.92,9.069,10.36,9.451,10.643,6.3,7.385,2.215,15.381,10.68,-0.71,6.184,19.87,11.194,4.842,6.768,13.867,-3.769,2.251,3.849,8.261,9.267,2.395,9.407,0.147,14.366,11.159,3.821,7.845,11.87,5.902,11.328,7.529,7.083,7.795,12.916,17.416,8.489,7.455,9.835,13.919,12.156,14.761,15.255,16.579,12.203,4.191,11.023,8.766,8.843,4.598,9.866,3.644,8.807,10.354,8.726,5.359,15.326,4.36,10.67,7.866,15.684,14.202,5.089,0.671,8.999,14.28,-0.582,16.956,3.305,-2.584,10.363,7.84,7.111,6.886,9.028,8.869,9.367,10.241,9.655,9.124,5.676,10.938,-1.865,8.583,5.83,10.289,10.458,-6.153,10.463,12.528,12.996,14.811,10.232,8.877,6.542,8.667,7.017,13.013,8.645,8.408,4.664,9.938,3.655,8.122,16.426,6.355,10.845,-0.42,11.471,11.483,5.182,14.226,13.472,6.238,6.574,9.914,14.834,9.875,3.02,7.788,10.72,7.454,1.716,13.533,9.018,12.356,7.944,3.867,14.873,3.838,14.566,15.283,3.513,9.23,5.138,-3.943,1.85,2.677,4.609,9.766,12.217,8.949,3.43,-1.031,9.021,7.8,4.13,0.87,5.928,11.348,-0.683,1.215,8.136,10.83,14.778,5.606,12.484,6.614,10.116,6.774,4.053,4.684,2.851,5.654,13.557,-0.9,-2.214,8.777,9.951,0.606,12.96,10.386,10.852,6.55,-1.742,11.842,12.699,9.124,13.169,10.24,11.195,6.84,1.656,4.712,8.51,11.203,10.939,5.55,15.264,0.195,3.719,0.234,2.048,1.814,10.33,9.371,8.901,7.819,2.015,11.527,11.116,-0.008,6.576,6.159,8.017,-0.185,8.011,11.412,12.592,9.679,8.423,12.404,8.746,9.195,15.932,9.017,12.963,14.857,8.785,12.173,7.085,5.943,10.581,7.286,6.045,7.046,11.97,0.874,10.22,9.652,5.941,15.576,3.907,-2.111,-1.543,10.046,8.515,-4.396,0.764,4.282,9.304,8.045,7.552,7.89,11.757,-2.944,-2.297,8.77,11.095,17.314,8.612,3.166,12.64,13.513,4.959,11.535,2.075,1.612,5.889,-0.581,8.372,12.708,11.966,8.181,5.915,8.896,4.989,4.656,3.581,11.381,5.088,-3.052,3.227,10.246,13.755,7.832,11.476,11.463,9.263,2.433,5.73,-0.109,0.138,14.747,11.57,10.741,7.153,4.224,4.749,10.691,10.528,1.422,9.081,11.533,4.778,5.879,11.265,8.575,15.655,3.644,-1.921,15.632,3.798,7.438,4.979,1.773,4.006,10.234,13.105,4.76,12.724,6.944,14.197,1.664,11.62,8.82,3.249,0.968,3.404,4.96,-3.0,5.886,3.312,11.978,2.624,9.214,12.146,-1.661,1.635,12.751,9.584,3.034,6.113,10.07,9.685,-1.564,11.468,8.322,10.439,7.142,11.149,3.943,8.406,11.017,9.088,4.583,0.032,13.598,-2.714,14.355,9.208,3.782,4.922,2.371,6.057,7.709,8.895,14.008,13.47,9.929,7.046,7.636,5.459,2.481,4.972,11.472,1.737,11.858,1.679,8.238,0.873,10.715,-1.474,5.257,2.967,10.385,6.847,7.81,0.628,1.96,12.76,10.797,6.086,9.46,2.887,1.904,3.181,7.667,8.299,7.828,13.584,8.661,-0.153,3.754,2.054,0.957,9.263,7.328,2.916,9.587,7.087,11.37,-0.681,7.49,12.783,0.005,8.077,17.411,11.912,6.978,6.313,7.571,8.582,5.421,8.164,13.126,1.887,8.965,1.832,8.169,3.678,4.532,5.824,1.934,4.721,1.4,5.876,10.694,13.555,4.34,10.683,2.711,5.266,10.202,3.818,7.972,14.356,7.096,5.912,9.479,2.771,1.832,0.981,6.27,7.362,2.25,-1.475,1.685,7.421,6.926,7.306,4.007,4.097,5.979,5.739,9.109,3.148,4.451,7.879,6.751,3.21,-1.695,9.45,-0.24,7.845,12.649,9.056,4.995,7.599,2.169,7.717,-0.64,1.814,6.805,10.395,5.61,10.787,3.12,9.41,8.771,4.311,-0.588,5.182,9.125,11.813,7.312,2.647,10.016,3.489,-0.765,4.434,5.941,11.268,3.114,7.201,-2.576,8.315,7.263,2.767,2.585,6.783,10.186,-1.208,5.259,0.839,6.931,0.713,9.69,0.446,10.892,10.264,-0.545,5.387,9.003,-0.008,3.525,1.165,6.606,13.436,2.564,8.766,8.535,5.165,11.708,10.417,1.467,-3.618,-1.659,0.975,9.558,10.385,8.395,9.695,-0.93,6.898,3.286,8.758,5.987,8.873,16.563,5.912,3.767,2.777,6.06,12.726,5.901,9.855,-2.401,3.327,4.147,2.354,5.397,3.92,9.12,12.66,8.194,0.777,2.314,5.265,11.878,0.468,5.912,7.951,5.75,8.543,6.556,-4.553,3.442,3.836,0.416,3.123,8.856,9.428,-1.23,1.662,-0.434,13.05,-1.889,6.064,9.201,7.866,7.526,8.929,0.834,6.144,7.579,-0.536,6.0,13.568,-3.115,-0.012,4.016,7.476,1.853,7.472,8.918,4.212,1.238,4.093,3.358,2.301,5.579,14.052,1.642,2.361,0.226,10.707,8.745,9.467,5.226,12.316,13.832,8.59,2.683,6.143,2.848,2.856,8.475,0.152,6.876,3.155,1.792,0.021,11.522,0.054,8.323,4.041,0.827,5.665,9.385,0.463,8.811,11.639,2.723,1.954,5.52,6.703,3.872,5.691,2.414,0.83,5.78,1.873,2.998,8.479,0.265,8.529,6.804,4.859,5.712,0.452,3.54,5.018,1.038,9.445,9.51,2.1,11.389,3.677,3.588,4.956,5.8,4.515,9.129,1.227,2.411,3.099,7.062,1.419,0.512,10.672,0.295,1.642,6.286,1.062,-4.852,2.468,6.451,2.491,3.841,-0.455,2.736,9.511,5.656,2.553,0.515,1.695,-1.112,1.369,0.517,-3.819,8.586,11.023,2.109,-0.84,4.124,6.132,2.397,7.036,10.739,-2.459,5.887,6.083,4.018,3.558,9.217,-0.539,4.031,0.667,10.102,1.982,0.295,3.801,1.082,2.501,-0.515,-0.303,1.673,1.956,4.448,6.42,0.136,7.803,5.646,2.237,-1.129,-2.241,-1.83,-0.113,3.354,2.431,5.094,2.255,3.531,2.358,5.177,3.647,0.632,-1.148,2.269,4.798,1.823,5.051,3.799,3.908,-1.951,2.297,0.674,1.848,0.373,-4.17,1.623,4.64,-0.456,0.326,2.508,-1.05,2.116,10.118,9.413,2.147,2.402,2.725,3.809,4.092,0.577,-2.285,4.205,1.816,-0.14,0.244,0.939,-3.877,3.423,-1.862,2.989,1.144,3.453,-0.898,-2.12,2.488,-0.801,0.512,0.95,0.922,3.525,-1.245,0.313,0.826,2.128,1.119,-0.153,0.785,1.976,-0.992,-0.246,3.276,2.085,-0.953,-0.792,0.38,1.944,0.725,1.718,1.361,2.973,2.573,-0.429,-1.954,6.282,3.671,1.155,1.41,3.316,3.912,0.6,-0.361,0.226,-0.23,-2.473,3.738,-2.512,3.026,2.253,5.865,1.613,1.737,4.302,2.771,0.809,4.358,-1.591,0.993,0.308,-1.044,2.041,-0.212,0.538,2.144,-3.017,-2.242,3.57,0.003,0.95,1.71,1.391,3.11,-0.188,6.119,0.811,3.612,0.593,-0.46,0.551,-1.252,5.221,1.461,2.748,4.322,-0.97,-1.949,2.998,5.401,1.314,2.294,1.532,2.436,0.537,-0.041,3.375,1.939,3.628,1.359,0.546,2.888,-1.982,-1.213,-1.023,-4.291,4.401,-1.65,1.633,-0.065,0.814,0.292,1.567,5.421,4.368,-0.964,2.912,1.801,0.809,-0.044,-0.537,5.462,0.157,0.662,7.613,1.47,3.137,1.628,5.086,0.596,4.369,-2.69,4.254,-0.682,-0.522,0.656,-3.816,-1.277,2.624,2.35,0.426,4.132,3.59,5.149,0.209,3.082,3.412,0.594,5.249,-0.67,4.6,3.897,-0.058,0.9,-0.721,0.908,-1.707,0.997,0.252,-0.179,1.922,-2.343,1.431,1.387,-0.511,-0.905,4.476,4.146,1.844,2.023,3.504,2.229,-3.469,8.75,21.98,8.597,10.2,9.377,15.721,13.703],"base_top":[[248058,21.98],[40,19.966],[1206,19.87],[760,19.395],[1919,17.416],[27775,17.411],[12189,17.314],[2665,16.956],[2064,16.579],[49691,16.563]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,16,15,21,24,22,29,198,27,15704,16874,62,16,62,24,21,29,198,15,16,21,198,510,15704,29,198,27,15704,16874,62,17,62,21,23,29,198,49931,10208,62,23,18,23,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","1","0","6","9","7",">","\n","<","parameter","=p","_","1","_","9","6",">","\n","0","1","6","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","6","8",">","\n","spr","uce","_","8","3","8","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.347,-1.7451,-1.1851,-0.3725,-1.5739,1.2822,-0.1243,0.0511,0.1458,-0.9898,-0.2131],[-4.4293,0.3525,7.6681,15.4002,-1.0997,-1.7607,1.4691,-0.7361,0.1373,-0.5653,-0.374],[-5.0892,-1.5463,11.2354,18.367,-1.4172,-0.7199,0.3451,-0.0823,0.0944,-0.8614,-0.2465],[-2.6877,-2.1934,10.4013,16.7588,-1.8593,-0.6753,1.5663,-0.657,0.0753,-0.7853,-0.0243],[-2.6032,-2.3771,9.9911,15.4185,-1.8791,-0.9114,-1.2539,-0.5871,0.3157,-1.2427,0.6177],[-1.3138,-3.306,8.9728,14.8565,-0.5581,-0.6376,0.1089,-0.805,0.4834,-1.2987,0.155],[-3.2015,-1.5544,11.3179,20.867,-2.1992,0.6652,-0.0274,-1.2049,0.3638,-1.5745,0.0167],[-2.0283,-2.1033,15.4214,19.7892,-1.2931,0.0249,-1.3265,-0.5103,0.2394,-1.4091,-0.5373],[-2.3064,-1.2877,13.7163,21.242,-1.4889,-1.1648,-2.5282,-1.2425,-0.2489,-1.3419,-0.378],[-2.5854,-2.1251,12.7304,20.3367,-1.8625,-3.4279,-0.3268,-1.1154,-0.003,-1.2531,-0.4494],[-3.2424,-3.9422,12.2747,18.0648,-1.294,-1.7703,-1.675,-1.0135,-0.399,-1.0536,-0.1112],[-3.8162,-1.9428,10.7251,20.8916,0.1548,-1.246,-0.3954,-1.4782,0.0645,-1.1149,-0.4852],[-4.8774,-1.561,9.9925,22.6179,-1.1925,-1.7199,0.77,-0.7429,-0.0159,-1.2364,-0.04],[-6.0914,-0.6307,9.6292,21.4614,-1.1628,-1.5819,1.8945,0.114,0.055,-0.949,-0.3202],[-5.4075,-0.7527,10.4952,18.0984,-1.1449,-1.3438,0.0122,-0.0283,-0.2604,-1.032,-0.2843],[-1.4944,-1.2118,10.0434,18.317,-1.9864,-1.4542,3.0785,-0.2044,-0.2091,-1.0859,-0.5565],[-2.2152,-2.0765,9.7074,20.5825,-2.3014,-1.2118,-1.0666,-0.5225,-0.122,-1.0953,0.0781],[-3.9417,-1.365,10.5905,22.2524,-2.6554,-1.4454,0.6348,-0.7575,0.1104,-1.41,-0.2111],[-2.7922,-2.1629,14.6509,22.97,-2.5259,-1.1954,-0.2983,-0.236,0.1407,-1.4725,-0.6402],[-3.6483,-2.0494,11.7065,22.5217,-2.264,-1.7879,0.7727,-0.9055,0.0423,-1.9374,-0.0556],[-3.1736,-2.5293,15.0921,21.7264,-1.8898,-2.5404,0.3466,-0.1296,-0.0103,-1.5126,-0.6056],[-3.2555,-1.571,11.5047,22.0209,-1.0896,-3.2493,0.9444,-0.7342,-0.0472,-1.1697,-0.2706],[-4.3249,-1.2966,11.3926,22.458,-1.3814,-1.8092,1.2646,-0.4073,0.0565,-1.5433,-0.0621],[-3.2176,-0.5659,14.3434,19.6712,-2.8331,-0.9139,2.6192,-0.0986,0.2997,-1.1264,-0.2537],[-1.3902,-0.4765,18.1722,15.4284,-1.0994,-0.5694,-0.9771,-0.146,0.211,-1.2281,-0.2817],[-3.2909,-1.5319,14.6395,21.4657,-0.4963,-1.0081,-1.4872,-0.5504,0.2422,-1.2372,-0.3551],[-3.2909,-1.9382,13.4628,22.2991,-0.9233,-2.1279,-0.3317,-0.9267,0.0726,-1.3635,-0.2378],[-3.4484,-1.361,12.1241,21.0482,-0.6789,-1.3691,0.9817,-0.3107,0.2108,-1.4124,-0.2364],[-4.2336,-1.1607,12.6052,19.1877,-1.8576,-1.4797,0.5934,-0.5449,0.1098,-1.4572,-0.606],[-2.9586,-0.0929,11.4948,16.5428,-2.3564,-0.9362,0.6914,-0.444,0.0469,-0.7562,-0.5824],[-5.0231,-0.2076,9.1954,21.823,-1.0214,-2.9469,1.2224,-0.9122,0.2088,-1.2239,-0.2913],[-3.5766,-2.1353,10.9851,20.7488,-1.1171,0.5604,1.6055,0.2229,0.0995,-1.1925,-0.0109],[-4.7149,-0.7587,10.7887,18.6561,-1.603,-0.711,0.0156,-0.1145,-0.284,-1.1217,-0.391],[-1.3556,-1.1918,11.1162,19.5523,-2.8522,-0.9044,2.5643,-0.594,-0.0343,-1.0255,-0.3685],[-2.3886,-2.0812,9.7755,21.0805,-2.5368,-0.7116,-1.1168,-0.6471,-0.0431,-1.376,0.1076],[-4.0924,-1.3397,10.3926,21.5726,-2.8005,-1.0709,0.6692,-1.051,0.2468,-1.5678,-0.165],[-3.2044,-2.5834,14.8854,22.4052,-2.4955,-1.1044,-0.1697,-0.5438,0.1856,-1.5459,-0.667],[-3.7095,-2.0038,10.6248,22.0367,-2.1861,-1.6481,1.1657,-1.3819,0.0947,-2.2038,-0.0853],[-2.7503,-2.8094,14.6209,21.4203,-2.9702,-2.288,-0.3851,-0.8212,-0.0464,-1.6216,-0.6605],[-2.6381,-2.1802,11.1232,20.9239,-0.9267,-0.5565,0.9462,-1.0465,-0.0076,-1.8429,-0.3073],[-4.7667,-1.7958,13.2984,19.0189,-1.1669,-1.8976,0.9662,-0.29,0.0805,-1.5149,-0.0033],[-3.8415,-1.215,16.5263,18.2015,-3.0686,0.053,1.7956,0.0404,0.4141,-1.4237,-0.3026],[-1.6849,-1.292,20.9467,13.9515,-1.6886,-0.4215,-1.4269,-0.0319,0.2809,-1.4025,-0.1923],[-3.4784,-1.535,12.8331,18.7801,-1.1181,-0.3415,0.5343,-1.1926,-0.2196,-1.0732,0.086],[-4.6239,-1.3431,12.3092,22.1754,-1.2764,0.1684,0.6159,-1.5811,0.1802,-1.8444,-0.0287],[-2.8549,-2.8782,15.4239,20.241,-1.4357,-0.2429,-0.7711,-0.66,-0.0877,-1.7687,-0.6936],[-4.5116,-2.1946,12.5302,19.8248,-1.0102,-2.9432,-0.329,-1.3948,-0.167,-1.5585,-0.5593],[-2.9831,-1.8885,12.0086,19.417,0.1925,-0.3114,0.5038,-1.0877,-0.1136,-1.7111,-0.3648],[-3.5452,-1.8351,11.3382,19.583,-0.6071,-1.4265,0.109,-0.2161,0.0347,-1.6006,-0.1814],[-4.1995,-1.6269,11.8854,18.8467,-1.3464,-1.0665,0.1364,-0.2622,0.1614,-1.3408,-0.6365],[-2.9729,0.1019,10.5696,16.1717,-1.293,-0.5804,1.1173,-0.3892,-0.003,-0.5836,-0.63],[-3.8188,-0.2098,8.2639,20.1734,-0.9205,-2.1932,1.1211,-0.8284,0.1968,-1.1781,-0.2033],[-3.1924,-1.209,9.2031,20.34,-1.6838,0.1957,1.6557,-0.0562,-0.0854,-1.2369,-0.2999],[-3.2585,-0.2342,9.1387,16.1677,-0.9663,-0.5038,0.0045,-0.5219,-0.1457,-1.1323,-0.4547],[-1.1545,-1.2712,10.3741,17.9192,-2.8377,-0.7487,2.5219,-0.2627,-0.1397,-0.7922,-0.3932],[-2.3137,-2.0885,9.9218,20.7256,-2.1333,-1.3568,-1.4166,-0.561,-0.1727,-1.1242,-0.0305],[-2.3473,-0.5216,10.4327,19.6651,-1.5931,-2.8417,-0.5047,-0.5618,-0.0291,-1.3814,-0.1441],[-4.4701,-1.855,11.5071,22.0535,-0.9428,-1.957,-0.4939,-0.7387,-0.1061,-1.5806,0.0124],[-3.5232,-1.0879,13.644,20.3712,-2.3854,-1.6518,0.4844,-0.193,-0.0831,-1.3304,-0.0405],[-2.0633,-1.3327,16.6837,17.2288,-1.448,-1.5939,-1.8011,-0.5353,-0.089,-1.4711,-0.0891],[-4.6153,-1.3395,10.9576,22.1713,-1.4541,-1.9097,0.7307,-0.4243,-0.0468,-1.5236,-0.1013],[-4.9173,-1.3994,12.4045,19.0995,-1.7114,-1.0607,0.4171,-0.3985,0.1791,-1.2019,-0.5749],[-3.1643,-0.3394,11.5659,16.5443,-1.6055,-0.5337,1.0805,-0.6103,0.1174,-0.632,-0.6581],[-3.9862,-0.1311,7.8624,18.9883,-0.2486,-2.332,0.4481,-0.682,0.3429,-1.1122,-0.1071],[-4.6593,-1.8374,9.7972,20.0946,-2.097,-1.5706,1.3209,0.0861,0.1044,-1.0329,-0.2974],[-5.03,0.2715,11.2529,17.5393,-0.554,-0.947,-0.472,-0.4149,0.0077,-0.9127,-0.2221],[-3.7095,-0.1936,9.3989,15.8961,-1.4942,-0.4814,0.053,-0.6048,0.1479,-0.9519,-0.2999],[-4.7342,-0.5364,6.1988,13.4562,-0.3166,-1.8728,2.1038,-1.2695,0.2997,-1.0138,-0.1266],[-4.0563,-2.7321,9.9266,17.2553,-1.6075,-1.0405,2.7648,0.0765,0.3704,-0.9111,-0.1458],[-3.6055,-0.1231,8.1505,11.6894,-1.5101,-1.3853,-0.2412,-0.9001,0.0467,-1.1992,0.0892],[-3.045,-0.5112,9.2855,13.3414,-1.6422,-0.6747,-1.5366,-1.0942,-0.0424,-1.4589,0.0697]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_10697>\n<parameter=p_1_96>\n016\n</parameter>\n<parameter=p_2_68>\nspruce_838\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_25715>\n<parameter=p_1_96>\n016\n</parameter>\n<parameter=p_2_68>\nspruce_838\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0200","set":"practice","cohort":"valid_call","family":"text_case","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> uppercase_text {\"text\": \"spruce_931\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: change stored text to uppercase.\nStored text identifier: \"spruce_931\".\nUnrelated archived note: birch_731, reference 083. These are not inputs to this request.","tools":[{"function":{"description":"Change stored text to lowercase. Inert synthetic operation.","name":"lowercase_text","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"text":{"description":"Stored text identifier","type":"string"}},"required":["text"],"type":"object"}},"type":"function"},{"function":{"description":"Change stored text to uppercase. Inert synthetic operation.","name":"uppercase_text","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"text":{"description":"Stored text identifier","type":"string"}},"required":["text"],"type":"object"}},"type":"function"}],"prompt_tokens":543,"decision":{"rms":0.33991312490344416,"sumsq":118.3128908611834,"hb":[-0.00878,-0.03067,-1.82422,0.35255,-1.40834,0.04463,-0.84521],"lse":24.199910993340577,"logits":[14.577,12.319,11.183,12.829,11.623,8.952,8.985,8.983,10.6,11.609,10.295,16.98,10.482,9.614,13.868,8.961,9.203,8.626,10.469,10.462,17.969,9.132,10.381,13.06,11.364,10.606,9.289,11.135,16.837,9.389,9.447,13.497,12.663,7.896,12.492,8.843,10.393,11.228,8.454,10.436,12.822,9.697,8.421,11.1,5.358,7.235,-0.073,11.477,5.902,13.45,2.822,6.829,9.59,7.814,8.338,5.716,8.862,13.732,9.368,6.244,9.194,12.618,1.981,7.452,11.377,11.959,4.576,9.323,1.966,16.623,7.702,7.509,8.142,-1.535,5.492,3.54,7.901,4.575,6.943,8.99,9.765,9.673,6.875,7.792,9.628,4.929,6.266,4.328,10.259,13.103,0.167,3.973,14.398,12.093,0.973,5.812,11.141,-2.709,5.219,3.765,6.409,6.895,1.215,5.4,0.867,11.551,8.109,4.782,8.541,8.193,6.165,9.801,5.117,5.23,5.126,10.516,14.475,4.345,6.268,5.822,11.212,10.753,10.578,11.836,11.802,12.72,2.046,12.724,6.639,5.02,2.09,6.498,5.969,5.846,12.634,7.638,3.343,12.271,5.315,7.542,7.144,12.799,11.828,4.175,-0.725,5.595,9.744,0.405,15.2,1.64,-1.119,7.612,5.671,7.698,2.782,15.1,5.433,8.716,6.779,7.588,5.61,4.372,9.285,-2.879,7.905,5.033,8.224,3.561,-5.113,7.314,9.134,9.277,11.69,6.08,8.051,7.503,7.497,3.76,10.769,6.546,6.79,7.118,5.614,5.91,7.28,15.591,11.389,10.217,-2.804,8.213,7.716,1.761,9.438,13.013,3.997,2.917,7.604,9.493,6.487,3.161,4.56,13.598,4.673,3.556,10.374,5.942,9.894,5.765,3.311,10.351,4.317,9.972,12.917,2.881,5.42,5.19,-4.451,0.672,3.612,1.584,6.302,6.82,8.246,2.682,-1.445,3.687,5.557,4.171,0.148,4.504,9.492,-2.302,5.072,6.84,8.328,9.327,2.738,9.667,5.245,7.612,10.431,5.266,3.759,1.647,5.049,11.619,1.703,-4.399,6.087,8.239,0.823,10.459,8.669,5.958,6.615,-2.456,11.717,10.753,5.765,9.269,6.238,10.605,5.439,3.05,9.931,5.53,1.222,9.586,3.97,13.152,-0.636,2.213,1.918,0.574,4.002,6.425,7.162,6.787,7.362,1.512,9.038,13.764,0.391,6.217,4.011,5.736,-1.187,8.875,11.5,10.427,9.838,3.922,11.537,5.798,9.218,7.296,7.187,12.348,12.081,8.304,9.471,5.751,6.725,6.962,7.268,3.252,4.203,11.397,-1.217,8.941,5.751,4.339,10.465,8.249,-0.94,-3.182,8.583,4.586,-5.566,0.022,5.44,11.642,10.179,7.159,8.12,10.108,-0.884,-0.952,7.872,7.533,13.052,9.52,2.191,9.277,10.404,6.993,9.297,2.981,1.722,5.434,-1.177,10.777,12.606,13.387,9.299,4.484,7.484,3.987,8.555,2.689,9.826,3.845,-0.029,4.77,10.086,10.733,14.529,11.154,8.281,7.605,0.545,6.191,-0.159,-0.914,9.363,8.77,11.774,3.633,1.725,6.241,10.345,10.234,1.215,5.53,8.725,4.256,3.11,8.036,10.508,13.995,2.683,-0.449,13.548,0.889,7.374,4.205,1.591,2.983,8.732,9.818,3.939,8.931,2.859,9.817,1.68,8.301,6.1,1.4,1.648,-0.711,2.028,-1.615,4.987,2.369,10.812,0.288,9.828,10.717,-3.807,1.723,9.736,7.726,0.595,4.797,9.411,7.81,-3.35,11.926,7.753,7.51,6.46,11.008,2.782,7.651,4.98,9.401,5.583,1.853,10.513,-1.434,9.224,6.77,2.914,3.691,4.748,3.338,10.209,6.122,10.072,10.604,6.616,7.589,6.578,4.838,3.059,7.016,10.528,1.828,10.345,0.873,6.364,-2.117,7.968,-3.417,4.233,2.254,6.994,6.028,4.853,-0.484,1.099,7.867,10.489,2.379,7.746,0.95,-0.81,1.499,7.483,4.451,6.578,11.385,6.365,0.31,3.07,3.255,0.394,4.998,6.613,3.893,7.267,4.527,7.753,-0.928,6.482,8.722,-2.59,5.938,13.817,8.305,5.244,6.504,6.551,8.886,5.638,5.024,9.35,0.762,7.644,3.372,4.972,0.999,2.825,4.03,0.352,4.937,2.862,4.993,8.218,12.182,5.442,9.196,-1.264,3.883,6.676,3.149,7.202,10.429,4.8,8.265,7.555,1.24,2.032,-0.871,5.132,5.187,1.845,-1.807,1.257,5.953,5.224,5.44,7.021,4.657,4.146,6.046,7.274,0.987,2.01,4.601,4.352,-1.589,0.821,10.435,0.988,4.028,9.777,6.678,5.197,5.097,2.238,4.807,-3.804,2.572,6.417,9.94,3.02,11.818,0.855,6.606,9.975,1.49,-1.223,2.219,9.182,9.373,6.001,3.388,9.105,3.611,2.03,8.484,3.972,7.609,3.163,4.889,-2.078,4.641,7.429,1.693,3.134,5.866,9.368,0.856,4.706,2.846,7.11,1.262,11.771,-2.142,11.892,6.079,-1.061,8.482,8.98,-0.717,1.491,3.281,3.385,13.546,1.231,6.596,7.549,5.547,11.123,9.443,1.198,-0.756,-3.237,-0.801,8.071,10.923,8.422,6.204,1.006,5.813,2.571,7.37,3.487,8.562,6.86,4.185,1.726,2.187,3.055,10.036,4.239,9.196,-4.669,6.294,3.67,1.602,3.557,3.702,8.482,10.888,5.1,-0.63,0.267,5.161,9.767,-1.774,3.538,5.467,3.197,7.418,5.894,-2.161,2.432,0.988,-0.674,3.599,7.373,7.663,-3.693,0.787,0.912,10.926,-0.97,3.225,4.78,9.359,7.558,6.875,2.508,7.277,6.537,-0.708,6.491,10.256,-6.219,-0.868,2.507,4.256,3.645,5.28,6.354,8.519,-0.756,2.632,3.718,2.367,7.235,8.893,0.038,0.497,0.861,9.316,2.912,7.029,8.963,5.294,9.513,5.153,2.424,7.006,0.426,4.089,6.372,1.596,5.27,3.548,-1.035,-1.589,12.139,-3.516,6.142,0.29,-0.148,5.305,6.697,-0.083,6.28,12.045,1.575,-0.317,3.606,5.363,4.767,0.308,2.285,0.738,14.661,4.381,0.788,10.876,0.327,10.342,6.245,3.493,5.109,-0.851,1.08,2.953,1.275,7.677,5.859,0.979,10.94,-1.206,3.453,3.848,6.74,3.125,5.197,4.892,2.078,2.459,5.35,0.044,0.967,9.252,-1.189,2.597,7.629,0.408,-1.462,0.471,6.535,0.037,1.636,-1.765,2.648,7.739,6.494,3.229,2.716,1.169,2.875,4.752,-0.966,-2.549,11.906,7.26,2.085,-2.078,3.722,7.371,0.717,4.768,11.212,-1.525,5.688,4.749,7.69,2.86,7.461,-1.214,1.859,-0.272,8.644,-3.704,-1.817,4.139,3.371,0.45,-2.494,-2.032,2.038,-0.692,2.794,3.502,-0.579,4.87,3.639,1.072,-0.399,-2.579,-1.521,-0.223,0.959,1.543,3.299,0.2,3.439,0.287,3.699,0.912,-3.047,3.481,-1.479,3.201,2.084,2.727,3.431,4.118,-1.862,4.233,0.551,1.58,1.334,-0.372,2.873,0.639,3.342,1.245,1.512,1.007,-0.164,11.151,8.125,1.098,1.606,4.165,3.579,5.806,3.419,-0.782,1.958,0.432,-3.023,-1.984,-1.597,-2.825,4.026,-1.565,1.01,0.157,3.645,-3.119,-2.015,5.661,-2.013,-1.277,0.467,0.591,0.921,-2.147,-1.585,-1.951,0.991,1.367,-0.654,-0.514,-1.026,1.539,2.253,1.726,2.403,-0.982,-2.404,-0.255,0.288,1.723,2.806,2.105,3.395,1.076,-2.593,-2.938,4.611,3.513,1.615,-2.557,1.568,3.324,-0.193,-0.924,-0.189,0.403,0.012,6.186,-0.292,0.989,1.97,5.559,2.778,2.421,1.815,2.697,-0.558,3.453,-4.043,2.122,1.879,2.07,3.91,0.78,2.672,2.909,-3.316,-0.578,3.658,1.462,0.529,0.815,-0.247,3.655,0.152,5.477,-1.181,5.076,-0.003,-0.36,0.536,-0.29,4.555,-0.407,-0.936,2.137,-4.438,2.339,1.688,4.213,0.255,2.585,-0.392,0.502,-0.255,-1.343,5.698,2.263,1.564,0.047,-1.163,0.983,-2.352,-2.473,-2.622,-2.415,0.889,-2.784,2.08,0.068,-0.018,-1.822,0.906,4.804,3.715,-0.948,1.682,2.847,1.559,-1.332,4.538,3.239,1.095,0.368,3.204,2.354,4.587,1.856,4.667,-0.485,4.162,-1.231,-0.171,0.926,0.306,0.608,-3.741,-0.873,4.296,1.642,-0.482,3.76,6.087,3.01,-0.714,3.636,0.384,0.695,4.733,-0.059,4.45,3.766,-1.694,0.657,0.167,1.256,-1.721,-3.084,0.902,-2.735,2.44,-3.25,0.949,0.731,1.264,-1.204,0.307,4.096,-0.435,3.382,4.263,0.492,-3.947,12.001,24.192,14.014,12.23,11.776,17.376,14.949],"base_top":[[248058,24.192],[40,17.969],[248068,17.376],[27,16.98],[52,16.837],[760,16.623],[3928,15.591],[2665,15.2],[3024,15.1],[248069,14.949]]},"positions":{"tokens":[248058,198,27,1628,28,77130,4185,29,198,27,15704,46696,29,198,49931,10208,62,24,18,16,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","uppercase","_text",">","\n","<","parameter","=text",">","\n","spr","uce","_","9","3","1","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-4.1766,-1.0155,3.3192,2.847,-3.3479,1.3199,0.0743,-0.241,-0.0396,-0.6909,0.1026],[-4.2122,0.6683,8.0379,14.5856,-1.761,-1.6893,1.8877,-0.7457,0.1927,-0.5334,-0.4361],[-5.1613,-0.7775,11.7281,18.3627,-2.3993,-0.1702,-0.0416,-0.2338,0.1325,-0.7151,-0.1796],[-2.6175,-0.6302,10.8014,16.9802,-3.0817,0.3323,1.3607,-0.8621,-0.115,-0.3927,-0.1271],[-3.1533,-1.4369,11.1733,18.7567,-4.2877,0.3568,-1.2667,-0.642,-0.0058,-0.9335,0.4288],[-2.783,-1.246,14.2013,15.5635,-2.8835,0.0187,-0.3806,-1.0351,0.1118,-1.0297,0.089],[-3.4985,-1.6684,10.6302,20.5226,-1.7495,0.5767,-0.8755,-1.1093,-0.1838,-1.1975,0.5],[-5.7908,-1.4901,9.7123,21.662,-1.6569,-1.0409,0.0936,-0.8063,-0.1437,-1.1381,0.2997],[-6.3298,-0.6756,11.046,21.2445,-2.1436,-1.5588,1.3614,-0.1248,-0.1357,-0.7301,-0.1646],[-5.5339,-1.0189,11.9796,18.1589,-1.8706,-1.2918,0.3733,-0.3859,-0.1175,-1.1582,-0.1212],[-1.2062,-1.2884,10.1244,15.8869,-2.8034,-0.4187,3.4859,-0.307,-0.195,-0.8867,-0.0986],[-1.9052,-1.5991,10.622,18.59,-3.2499,-0.8597,-0.9563,-0.6781,-0.2446,-1.2421,0.4276],[-3.0424,-2.2119,10.4974,20.4688,-3.0575,-1.7228,-0.3184,-0.979,-0.325,-1.4051,0.2718],[-4.2355,-1.3283,15.7597,18.0153,-3.0507,-0.4457,0.901,-0.0868,0.1179,-1.4336,-0.1833],[-2.0226,-1.4027,18.4683,13.235,-0.7566,-0.6229,-1.6598,-0.2839,0.0186,-1.365,-0.1815],[-3.9431,-1.8711,12.9707,18.9484,-1.335,0.0133,0.504,-1.2969,-0.2177,-1.1413,0.1354],[-4.751,-1.1943,12.6036,22.1588,-1.7591,0.1395,0.3547,-1.5874,0.0973,-1.8846,0.0446],[-3.1765,-2.9031,16.4006,20.7977,-1.735,-0.9486,-0.6815,-0.5279,-0.0805,-1.725,-0.5844],[-4.6029,-2.5016,13.5929,21.3793,-0.3257,-1.9116,-0.2673,-1.2666,0.038,-1.8191,-0.4276],[-4.1187,-1.4663,13.9076,22.2835,-0.4718,-0.1993,0.2192,-1.2815,0.1537,-1.8817,-0.3123],[-4.1779,-0.9961,12.3515,20.9009,-0.7358,-1.4108,-0.1195,-0.6125,0.0167,-1.5508,-0.1758],[-3.8067,-0.2676,12.5781,18.1613,-1.4473,-0.5318,0.0013,-0.4446,0.1554,-1.2417,-0.4322],[-2.8486,0.331,11.6814,16.8144,-2.0088,-0.6061,0.8248,-0.3677,-0.0047,-0.647,-0.5497],[-4.3456,0.3685,9.1123,20.8293,-0.9839,-2.0018,0.6899,-0.8983,0.1268,-1.159,-0.1208],[-3.3534,-0.4636,10.9609,20.6861,-0.9166,-0.6328,0.9974,-0.2096,0.0114,-1.2152,-0.1439],[-4.1932,0.3625,9.9356,16.7129,-0.9422,-0.4004,-0.0071,-0.598,-0.1512,-1.09,-0.2878],[-0.7818,-0.641,10.1317,16.6479,-2.4734,-0.5729,2.9705,-0.3951,-0.3073,-0.8281,-0.1119],[-1.882,-1.6665,11.0852,18.4688,-3.0094,-1.1807,-0.993,-0.4513,-0.2742,-1.1757,0.4341],[-1.736,-1.6615,13.171,18.3691,-2.4541,-1.4702,-0.6536,-1.0338,-0.314,-1.39,-0.2604],[-3.9543,-2.6242,11.8273,22.1626,-0.8529,-1.8705,0.7984,-0.8448,-0.1046,-1.4286,0.2123],[-2.9308,-1.6166,13.3638,20.0155,-2.4655,-1.1261,1.7873,-0.2459,-0.1043,-1.2601,-0.0698],[-1.3537,-1.4894,16.5772,15.539,-0.5904,-1.0637,-0.7129,-0.4723,-0.1922,-1.3481,-0.1588],[-4.4791,-1.0886,10.9614,22.2816,-1.4086,-1.3436,1.1371,-0.5251,0.1716,-1.4347,-0.1788],[-4.5897,-1.2148,12.0541,18.2556,-2.1292,-0.0984,1.5871,-0.6073,0.2451,-1.3024,-0.4689],[-3.8188,-0.418,11.5664,17.525,-1.8035,-0.0059,1.6017,-0.4737,0.0074,-0.6427,-0.6209],[-4.65,-0.4659,9.228,20.5237,-0.5068,-1.717,0.8064,-0.5151,0.3602,-1.044,-0.0648],[-5.0187,-0.8169,10.4907,21.1582,-0.4989,-1.1828,2.3454,-0.235,0.2228,-0.9366,-0.2219],[-5.4223,-0.1019,11.6798,18.3883,-0.5898,-0.8603,0.5129,-0.4469,0.0033,-0.9375,-0.1104],[-4.4264,0.1661,10.9347,18.0233,-1.5832,-0.2018,-1.1233,-0.8218,0.0809,-0.9495,-0.3277],[-4.1773,0.3095,6.2017,13.2909,-0.8943,-1.5705,2.1779,-1.1823,0.1801,-0.8533,-0.1951],[-4.1343,-1.3022,10.6542,16.8214,-0.8187,-1.4981,2.0716,-0.0555,0.1621,-1.0161,-0.1889],[-4.2245,-0.1712,8.6227,12.7595,-1.4286,-1.0103,-0.0059,-0.9487,-0.0523,-1.2422,0.0803],[-2.9533,0.4541,8.6078,12.6249,-1.8511,-0.1558,-1.6365,-0.9795,-0.0423,-1.4473,0.0575]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=uppercase_text>\n<parameter=text>\nspruce_931\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=uppercase_text>\n<parameter=text>\nspruce_931\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=uppercase_text>\n<parameter=text>\nspruce_931\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=uppercase_text>\n<parameter=text>\nspruce_931\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=uppercase_text>\n<maßen detail=\"brief\">\nspruce_931\n</parameter>\n<maßen text=\"spruce_931\">\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0246","set":"practice","cohort":"no_tool","family":"substring_position","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_266, reference 047. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to find the last position of a term in stored text. Do not access or change stored data.\nText to locate: \"cedar_929\". Stored document identifier: \"070\".","tools":[{"function":{"description":"Find the first position of a term in stored text. Inert synthetic operation.","name":"fx_15431","parameters":{"additionalProperties":false,"properties":{"p_1_79":{"description":"Stored document identifier","type":"string"},"p_2_42":{"description":"Text to locate","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_79","p_2_42"],"type":"object"}},"type":"function"},{"function":{"description":"Find the last position of a term in stored text. Inert synthetic operation.","name":"fx_56571","parameters":{"additionalProperties":false,"properties":{"p_1_79":{"description":"Stored document identifier","type":"string"},"p_2_42":{"description":"Text to locate","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_79","p_2_42"],"type":"object"}},"type":"function"}],"prompt_tokens":674,"decision":{"rms":0.3670956868608071,"sumsq":137.99244115129113,"hb":[-0.04662,-0.05232,-1.68797,0.18919,-1.12747,0.34446,-0.37276],"lse":22.488101528127793,"logits":[14.335,12.887,14.124,13.268,13.509,13.064,9.682,10.204,11.703,12.349,10.983,15.976,12.521,9.534,14.014,10.957,9.167,14.236,9.445,10.117,20.071,10.472,10.113,14.182,12.605,11.548,10.267,9.438,11.923,9.531,8.945,13.255,14.676,8.175,12.346,14.727,9.467,10.633,8.878,8.115,13.019,8.555,8.169,10.732,6.277,9.064,4.444,11.206,6.623,15.713,4.364,8.64,7.564,9.651,7.586,5.585,9.224,10.741,10.17,7.959,7.103,16.21,3.029,7.785,8.306,10.108,6.405,10.838,1.837,19.314,9.35,9.641,7.71,0.238,13.624,3.357,9.247,6.745,8.689,12.877,9.973,9.418,9.928,9.292,10.241,6.691,7.905,1.544,15.476,10.67,-0.753,6.009,19.837,11.08,5.136,6.48,13.685,-3.833,2.19,3.486,7.879,8.825,2.409,9.302,0.244,14.031,10.769,4.093,7.704,11.776,5.926,11.323,7.125,7.167,7.56,12.55,17.264,8.694,6.978,9.94,13.537,11.621,14.269,14.841,16.304,12.156,4.337,10.403,9.005,8.665,4.099,9.832,3.413,8.776,10.093,9.607,5.21,15.179,4.184,10.364,7.666,15.606,14.23,4.661,0.611,8.539,14.232,-0.355,16.959,3.505,-2.366,10.346,7.427,6.926,6.396,8.956,8.757,8.986,9.61,9.583,8.954,5.431,10.954,-2.025,8.021,6.459,11.407,10.808,-6.04,10.63,12.427,12.943,14.806,9.604,9.023,7.128,9.975,7.005,12.76,8.674,8.144,3.86,9.733,3.665,8.479,16.554,5.99,10.995,0.33,11.407,11.224,4.502,14.11,14.007,5.852,6.449,9.661,14.735,9.824,2.985,7.518,10.993,6.682,1.268,13.229,8.652,12.512,9.01,3.841,14.651,3.598,14.738,15.155,3.09,9.294,4.704,-4.169,2.545,2.592,4.587,10.176,12.118,8.792,3.669,-1.258,9.442,8.669,4.847,0.496,5.064,11.748,-0.464,1.025,8.261,11.023,14.715,5.388,10.318,5.375,10.016,6.734,3.748,4.597,3.524,6.275,13.705,-0.769,-1.84,9.271,9.583,0.533,13.197,10.415,10.621,6.187,-0.429,11.752,12.969,8.72,13.178,11.216,11.249,6.752,2.273,4.636,8.811,11.428,10.891,5.262,15.078,0.286,2.376,0.374,2.08,1.735,10.548,8.878,8.764,6.968,2.059,12.085,10.713,0.39,6.578,5.977,8.54,-0.425,8.424,11.445,12.262,9.76,8.025,12.702,8.973,9.065,16.027,10.236,13.182,14.564,8.323,12.079,6.958,6.045,10.622,6.721,5.697,6.537,12.061,1.445,9.945,9.842,5.615,15.558,3.584,-2.391,-1.861,9.651,8.495,-3.936,1.446,3.768,9.169,7.812,7.155,6.945,11.774,-3.265,-2.471,8.552,11.486,17.083,8.968,2.995,12.428,13.438,4.12,11.41,2.101,1.568,5.876,-0.489,8.666,12.747,11.976,7.296,5.466,8.99,5.75,5.17,4.391,11.797,5.353,-2.415,3.467,10.433,13.806,7.286,11.204,10.645,8.617,2.252,6.103,-0.215,-0.286,14.912,11.573,11.192,7.402,3.941,4.974,10.324,10.318,1.45,8.879,11.449,4.925,5.94,11.257,8.218,15.871,2.916,-2.061,15.491,3.686,7.376,5.173,2.051,3.586,10.937,13.396,4.14,12.724,6.459,13.921,1.68,11.52,8.012,3.328,0.663,4.401,4.639,-3.393,5.562,3.568,11.821,3.242,9.121,12.14,-0.634,1.476,12.742,8.841,3.033,6.461,9.771,9.731,-0.768,11.698,7.373,10.16,7.054,11.019,3.715,8.231,10.426,8.692,4.4,0.56,13.213,-2.546,14.15,9.117,4.395,5.043,2.006,6.085,7.658,8.813,14.625,13.545,9.936,8.35,7.573,5.498,2.43,4.388,11.533,1.786,11.623,1.795,8.046,1.256,10.768,-0.506,4.781,2.698,10.719,6.357,6.884,0.683,2.364,12.704,10.625,5.291,9.249,2.741,1.873,3.254,6.779,9.014,8.011,13.531,8.788,-0.017,3.069,1.503,0.545,8.965,6.833,3.208,10.069,7.118,11.205,-1.008,6.828,12.977,0.149,8.94,17.385,11.897,5.99,6.544,7.408,8.723,5.437,8.027,13.22,1.88,8.979,1.693,7.332,3.499,4.133,5.427,2.255,4.719,0.89,5.907,10.431,13.395,5.151,10.752,2.644,5.55,10.174,3.597,8.176,14.374,8.223,6.043,9.44,2.44,1.648,0.913,6.293,6.348,2.607,-1.835,1.085,7.374,7.079,6.874,3.763,3.705,6.454,5.78,9.256,3.665,4.309,7.396,6.687,3.517,-2.091,10.352,0.151,8.453,12.667,9.273,4.898,7.607,1.66,7.429,-0.727,1.548,7.238,10.142,5.548,10.508,3.606,9.116,8.317,4.026,-0.804,5.075,9.132,11.786,7.123,2.448,9.743,3.908,-0.985,3.75,6.208,11.343,2.77,7.696,-2.703,7.051,7.173,2.836,2.545,6.872,10.619,-1.288,4.455,0.994,7.359,0.436,9.767,0.292,11.674,10.292,-1.125,6.144,9.757,-0.027,3.846,1.23,7.086,12.812,3.35,8.615,8.204,4.81,11.528,10.131,0.978,-3.961,-1.693,1.031,9.093,10.587,8.248,9.416,-1.265,7.525,3.868,8.488,5.998,8.269,16.266,6.248,3.503,2.8,5.93,12.613,5.995,10.19,-1.645,3.526,4.468,2.815,5.554,3.644,8.78,12.612,8.193,1.467,2.034,5.451,11.566,0.296,6.403,7.107,5.577,8.263,5.363,-4.748,3.588,3.891,0.702,3.07,8.194,9.176,-0.969,1.819,-0.469,13.237,-2.027,6.331,9.116,5.829,7.143,8.97,1.19,5.267,7.337,-0.907,6.217,13.737,-3.384,0.13,4.855,6.991,1.991,6.98,8.713,4.513,0.757,4.098,3.943,2.118,5.66,13.987,1.535,2.382,0.81,10.44,8.937,9.272,4.946,12.421,14.099,8.523,2.543,5.607,2.94,2.044,8.119,0.396,6.429,3.004,2.306,0.364,11.496,-0.165,8.401,4.911,1.316,5.455,8.927,0.179,8.573,11.243,2.673,1.952,5.985,7.312,4.208,5.649,3.007,1.165,5.335,1.021,3.274,7.981,0.34,8.227,6.955,5.157,5.293,1.772,3.757,5.932,1.012,9.465,8.866,2.206,11.139,4.193,3.472,4.72,5.151,4.506,8.899,1.525,2.257,3.658,6.962,1.236,0.546,10.403,1.034,1.04,6.341,1.103,-5.075,2.282,7.354,2.472,4.213,-1.107,3.268,9.601,5.4,2.729,1.062,1.75,-0.871,1.353,0.221,-4.239,8.439,11.043,2.041,-0.666,3.928,5.507,2.782,6.624,10.846,-3.025,5.916,5.629,3.661,4.417,9.079,0.217,3.451,0.619,9.854,2.296,0.568,3.548,0.833,1.609,-0.765,-0.136,1.082,1.435,4.721,6.536,0.196,7.628,5.58,2.185,-1.016,-2.345,-2.29,-0.873,3.11,2.218,5.505,1.676,3.398,2.621,5.381,4.035,-0.066,-1.135,2.493,4.962,1.838,5.015,3.576,4.069,-2.195,2.014,1.111,1.35,0.37,-3.547,2.289,4.502,-0.455,-0.036,2.31,-0.948,2.061,10.162,9.745,2.088,2.457,2.58,4.284,3.846,0.217,-2.226,4.395,1.504,0.13,1.209,0.949,-4.024,3.174,-1.842,2.831,0.92,3.066,-0.958,-2.115,1.912,-1.282,0.246,1.356,0.526,3.963,-1.266,0.968,0.133,2.327,1.159,-0.109,0.921,2.334,-1.73,-0.398,3.394,2.078,-1.455,-0.613,0.036,2.699,0.491,1.644,1.302,2.291,2.705,-0.11,-1.9,6.779,3.456,1.248,2.081,3.248,3.9,0.434,-0.476,-0.043,0.103,-2.637,3.983,-2.241,3.181,2.297,6.101,1.333,1.192,4.497,2.531,1.1,4.026,-1.713,0.931,0.075,-0.276,2.098,-0.111,0.482,2.502,-3.016,-2.481,3.534,0.011,0.351,1.592,1.303,3.697,-0.21,6.474,0.607,3.084,0.448,-0.161,0.876,-1.46,5.231,1.716,3.133,4.108,-1.361,-1.88,3.002,5.206,0.91,2.563,1.624,3.272,0.45,-0.304,2.697,1.741,3.113,2.314,0.893,3.874,-2.069,-0.839,-1.032,-3.578,4.121,-1.285,0.723,0.27,0.851,0.736,1.645,5.532,4.052,-1.207,2.845,1.698,0.845,0.091,-0.14,5.712,-0.074,0.296,7.371,1.4,3.355,2.127,5.779,0.302,4.656,-2.507,4.285,-0.672,-0.443,0.625,-3.605,-1.844,2.331,2.4,0.297,4.304,4.003,4.812,0.173,2.924,3.546,0.394,5.074,-0.204,4.645,4.218,0.198,0.777,-0.572,0.894,-1.52,1.032,0.236,0.169,2.118,-2.315,1.97,1.744,-1.05,-0.631,4.861,4.517,2.174,2.214,3.365,1.674,-3.958,8.756,22.174,8.707,10.312,9.179,15.783,13.39],"base_top":[[248058,22.174],[40,20.071],[1206,19.837],[760,19.314],[27775,17.385],[1919,17.264],[12189,17.083],[2665,16.959],[3928,16.554],[2064,16.304]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,16,20,19,18,16,29,198,27,15704,16874,62,16,62,22,24,29,198,15,22,15,198,510,15704,29,198,27,15704,16874,62,17,62,19,17,29,198,1931,277,62,24,17,24,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","1","5","4","3","1",">","\n","<","parameter","=p","_","1","_","7","9",">","\n","0","7","0","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","4","2",">","\n","ced","ar","_","9","2","9","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.5596,-1.5349,-1.3862,-0.4027,-1.6213,1.1517,-0.1027,0.0828,0.1769,-0.9542,-0.2768],[-4.3639,0.4319,7.7952,15.5017,-1.0967,-1.705,1.5649,-0.7363,0.1453,-0.5685,-0.3928],[-5.0146,-1.5338,11.4466,18.3518,-1.4271,-0.7318,0.2541,-0.0883,0.115,-0.8716,-0.2532],[-2.6683,-2.0014,10.3685,16.737,-1.7059,-0.577,1.5125,-0.6806,0.0893,-0.8156,-0.0399],[-2.5399,-2.2596,9.7633,15.3253,-1.7561,-1.0261,-1.308,-0.5873,0.3389,-1.2535,0.6136],[-1.2982,-3.2206,8.951,15.0901,-0.5567,-0.7548,0.0254,-0.8488,0.4915,-1.3218,0.1392],[-2.7455,-1.3243,11.6661,20.9075,-2.2994,0.0349,-1.1953,-1.3271,0.3709,-1.593,-0.025],[-1.6831,-1.7638,16.0983,20.5632,-1.5217,-0.9505,-2.5045,-0.7315,0.2583,-1.5283,-0.5695],[-2.072,-2.1707,14.2619,21.1417,-2.4576,-2.838,-2.4667,-1.1762,0.0192,-1.7555,-0.5054],[-2.215,-2.5994,12.5831,19.25,0.4904,-2.1563,-1.3333,-1.2149,0.0319,-1.3603,-0.2473],[-4.4758,-1.5513,11.1616,18.6355,0.835,-2.9904,0.4163,-1.4998,-0.101,-1.7563,-0.2963],[-3.3977,-1.6065,11.4554,20.7308,0.3413,-0.826,-0.3303,-1.2957,0.2868,-1.6198,-0.1965],[-4.7577,-1.123,9.6468,22.0487,-0.7927,-2.079,0.515,-0.6477,0.0342,-1.0779,-0.0464],[-5.8144,-0.3981,9.1846,20.7024,-0.8207,-1.535,1.7755,0.103,0.0795,-0.9724,-0.2565],[-5.0329,-0.4431,10.3546,17.5796,-0.9933,-1.2105,-0.0294,-0.0971,-0.2762,-1.095,-0.2814],[-1.2519,-1.3421,10.0327,17.901,-1.7286,-1.3854,2.88,-0.2362,-0.1446,-1.0909,-0.5409],[-1.8155,-1.887,9.688,20.3767,-1.9277,-1.2223,-1.2528,-0.6361,-0.0751,-1.1505,0.071],[-3.798,-1.2589,10.7972,22.3428,-2.5413,-1.2704,0.3246,-0.8659,0.167,-1.432,-0.162],[-2.6481,-2.0656,14.7133,22.7724,-2.3003,-0.8908,-0.8909,-0.291,0.1203,-1.5011,-0.5869],[-3.5954,-1.6857,11.2235,22.5776,-1.8545,-1.5723,0.4721,-1.2988,-0.0473,-2.0745,-0.1835],[-2.732,-2.3178,14.7154,22.1912,-1.8901,-1.5549,-0.3711,-0.632,-0.136,-1.6398,-0.7235],[-3.2755,-2.1842,12.0932,21.9552,-1.0487,-2.3484,0.2575,-0.7514,-0.181,-1.6183,-0.3088],[-3.7892,-1.0639,10.5989,21.7939,-1.4586,-1.8998,0.6172,-0.5039,0.1098,-1.4051,0.0001],[-1.9196,-0.2009,13.2001,18.3571,-2.9599,-0.824,2.3536,-0.1731,0.3598,-1.0547,-0.2382],[-0.2986,-0.2148,16.2845,13.7795,-1.3272,-0.362,-1.2083,-0.2317,0.2464,-1.0765,-0.3012],[-1.8306,-0.5298,13.964,20.4377,0.2441,-0.6033,-0.6379,-0.9159,0.0873,-1.3796,-0.5181],[-2.3552,-0.8506,13.1554,22.1436,0.0104,-1.0287,-0.8523,-0.9369,0.0977,-1.4688,-0.3467],[-2.9408,-1.0641,11.0566,19.8399,-0.4584,-1.7657,1.1702,-0.3301,0.241,-1.3913,-0.2727],[-4.1982,-1.2276,12.5484,19.0235,-1.9599,-1.4818,0.5493,-0.4799,0.0644,-1.376,-0.5304],[-2.9195,-0.0536,11.6157,17.1292,-2.3627,-0.964,0.6278,-0.481,0.0223,-0.7765,-0.6005],[-4.7628,-0.1834,8.8668,21.7479,-0.9146,-2.9859,1.0704,-0.8843,0.232,-1.1185,-0.296],[-3.1955,-1.9921,10.4756,20.9683,-1.1468,0.229,1.447,0.1428,0.1244,-1.1531,-0.0668],[-4.4466,-0.6546,10.2159,18.3968,-1.5423,-0.8641,-0.0352,-0.1764,-0.2488,-1.0654,-0.3682],[-1.0656,-1.0341,10.8331,19.1441,-2.6226,-1.0282,2.485,-0.5632,-0.0176,-0.9959,-0.4088],[-2.0416,-1.9828,9.4736,20.8074,-2.2287,-0.8772,-1.241,-0.6635,-0.0315,-1.3342,0.066],[-3.7859,-1.1394,10.2836,21.1296,-2.6293,-1.3659,0.3598,-1.0299,0.2572,-1.5182,-0.153],[-3.0099,-2.4377,14.6663,22.0333,-2.3604,-1.1814,-0.3205,-0.5328,0.203,-1.5188,-0.6525],[-3.2752,-2.4779,11.1472,22.1,-1.4662,-1.0203,0.6567,-1.3474,0.1351,-2.3734,-0.0655],[-2.2386,-3.3407,15.3787,21.4133,-1.3722,-1.3965,-0.4372,-0.8624,0.0152,-1.9164,-0.6325],[-3.7022,-1.3025,10.8108,21.7359,-0.7422,-1.6065,1.1088,-1.1156,0.1049,-1.8269,-0.2946],[-4.7392,-2.162,10.9676,19.0591,-1.1656,-2.7821,1.6691,-0.4315,-0.113,-1.3688,-0.1153],[-3.2066,-1.2871,14.2561,17.2665,-2.9702,-0.2676,2.2172,-0.1653,0.2588,-1.1264,-0.2493],[-1.0951,-1.1021,18.0037,12.878,-1.7885,-0.652,-0.7159,-0.283,0.1213,-1.1232,-0.2529],[-2.4207,-2.8181,13.2155,20.4083,-1.5667,-0.1331,1.0123,-1.3495,0.074,-1.1262,-0.0447],[-3.609,-0.857,12.3517,21.157,-1.8077,0.3041,1.6929,-1.5069,0.1882,-1.8114,0.0552],[-1.7074,-1.3988,15.763,19.0201,-1.3816,-0.2528,0.2453,-0.4935,0.1861,-1.5769,-0.5692],[-3.4044,-1.7021,12.8125,20.8769,-0.7469,-1.0087,-0.6379,-1.1875,0.2083,-1.5667,-0.4912],[-3.7215,-2.2076,12.3365,19.7292,-0.5834,-1.3574,0.0256,-0.8575,-0.1253,-1.7007,-0.2683],[-3.2895,-1.4961,10.0956,18.7097,-0.5042,-1.7694,0.5679,-0.3037,-0.0239,-1.4692,0.0009],[-4.2329,-1.4216,11.6722,18.7838,-1.0451,-0.9872,0.3317,-0.1847,0.0868,-1.224,-0.5752],[-2.9591,0.0248,10.7444,16.6028,-1.111,-0.774,1.043,-0.4269,-0.0104,-0.5962,-0.6488],[-3.6875,-0.1459,8.0743,19.9676,-0.7821,-2.2344,1.0429,-0.8254,0.2332,-1.1632,-0.2047],[-2.982,-1.3968,8.6117,19.945,-1.1099,0.3787,1.8776,-0.1437,-0.0947,-1.2547,-0.283],[-3.1151,-0.1073,8.9171,16.147,-0.8176,-0.4901,-0.2209,-0.5469,-0.1546,-1.1237,-0.4736],[-1.1711,-1.2244,10.3247,18.1264,-2.7589,-0.6816,2.3576,-0.2975,-0.1159,-0.823,-0.403],[-2.1334,-1.9972,9.6297,20.6439,-1.9848,-1.442,-1.6142,-0.5288,-0.1349,-1.1428,-0.035],[-2.2211,-0.2858,10.4325,19.5941,-1.4544,-2.908,-0.5661,-0.6316,-0.036,-1.493,-0.1162],[-4.261,-1.6426,11.2375,21.8398,-1.046,-2.081,-0.4951,-0.7895,-0.0857,-1.5996,0.0191],[-3.3708,-0.9785,13.3862,20.4457,-2.4166,-1.6762,0.5204,-0.2603,-0.066,-1.297,-0.053],[-1.8192,-1.2077,16.3121,16.9556,-1.398,-1.7369,-1.8049,-0.6028,-0.0816,-1.4682,-0.1051],[-4.3299,-1.1972,10.8572,22.1401,-1.5487,-2.0679,0.745,-0.4818,-0.0511,-1.5407,-0.1047],[-4.8466,-1.3672,12.2621,19.0286,-1.7668,-1.1471,0.5295,-0.44,0.1753,-1.2315,-0.5439],[-3.1056,-0.4035,11.5328,17.0586,-1.7254,-0.5892,1.1554,-0.6295,0.1098,-0.6601,-0.6568],[-4.1275,-0.0559,7.9865,19.3462,-0.5204,-2.2368,0.4673,-0.643,0.3387,-1.0882,-0.0291],[-4.6021,-1.7728,9.4688,19.7565,-2.0837,-1.5966,1.5236,0.0676,0.1488,-1.099,-0.3505],[-5.0498,0.3887,11.1986,17.6538,-0.5466,-0.9594,-0.4536,-0.4315,0.0209,-0.9542,-0.1808],[-3.7099,-0.1004,9.4305,16.1467,-1.6068,-0.5257,-0.2107,-0.5566,0.1313,-0.9472,-0.2922],[-4.7031,-0.3267,6.421,13.8319,-0.4438,-1.9869,2.0251,-1.2644,0.2493,-1.0318,-0.0977],[-4.1735,-2.8368,9.7815,17.1421,-1.4912,-1.2955,2.876,0.1466,0.3486,-0.9177,-0.147],[-3.6504,-0.1111,7.9235,11.747,-1.4198,-1.4264,-0.2025,-0.9137,0.041,-1.2168,0.1083],[-3.2469,-0.2815,8.7564,13.2741,-1.6864,-0.9663,-1.418,-1.0788,-0.0207,-1.4397,0.0294]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_15431>\n<parameter=p_1_79>\n070\n</parameter>\n<parameter=p_2_42>\ncedar_929\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_15431>\n<parameter=p_1_79>\n070\n</parameter>\n<parameter=p_2_42>\ncedar_929\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0060","set":"practice","cohort":"valid_call","family":"archive_state","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_41146 {\"p_1_44\": \"067\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_729, reference 082. These are not inputs to this request.\nPlease restore an archived record to active state.\nRecord identifier: \"067\".","tools":[{"function":{"description":"Mark a record archived. Inert synthetic operation.","name":"fx_74566","parameters":{"additionalProperties":false,"properties":{"p_1_44":{"description":"Record identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_44"],"type":"object"}},"type":"function"},{"function":{"description":"Restore an archived record to active state. Inert synthetic operation.","name":"fx_41146","parameters":{"additionalProperties":false,"properties":{"p_1_44":{"description":"Record identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_44"],"type":"object"}},"type":"function"}],"prompt_tokens":566,"decision":{"rms":0.37270991192994135,"sumsq":142.24555873364443,"hb":[-0.00127,-0.01075,-2.04731,0.29233,-1.57976,0.31825,-0.68782],"lse":24.035821952422292,"logits":[12.865,12.794,10.961,11.452,11.019,10.895,7.312,7.421,10.671,10.765,9.678,17.053,10.903,9.362,13.31,9.893,9.222,13.032,10.791,10.147,19.428,9.83,10.956,13.121,12.393,11.46,10.897,9.019,11.153,8.411,9.181,13.922,12.175,8.002,11.821,12.232,10.411,10.531,9.158,9.739,12.457,8.977,7.491,11.453,4.827,5.988,-0.012,10.44,5.36,12.797,4.76,8.075,8.858,6.646,8.135,5.279,9.354,13.498,9.643,5.727,6.979,14.056,5.323,8.275,8.68,10.725,5.639,11.283,1.4,16.669,9.888,6.301,7.312,-1.364,8.406,2.343,8.737,5.672,8.44,8.016,9.846,8.744,7.614,7.344,10.462,5.119,6.915,3.311,9.052,11.89,0.592,3.992,14.534,12.352,3.363,5.514,10.506,-4.699,4.653,4.155,5.939,7.445,1.542,6.191,-0.531,12.132,8.666,4.469,6.875,10.882,5.187,9.202,5.051,7.34,6.764,10.197,14.991,3.934,6.155,7.418,11.946,10.647,11.549,13.628,12.074,10.373,2.541,10.35,7.447,9.204,1.503,5.653,4.228,5.85,12.474,6.357,4.633,11.47,4.474,7.667,8.09,12.742,12.159,4.884,-1.65,6.345,10.383,0.536,14.714,3.227,-1.495,8.579,6.88,7.264,3.804,8.024,5.58,7.671,7.986,8.656,6.776,5.968,8.536,-1.697,8.432,3.455,8.89,6.551,-5.248,8.581,9.523,9.925,11.505,8.459,8.506,5.091,6.498,7.509,10.669,7.174,5.995,5.125,9.741,5.241,7.842,13.78,5.238,10.862,-2.543,9.717,9.339,2.142,9.704,13.481,3.031,2.728,9.87,9.687,8.193,2.707,8.046,12.237,5.471,4.098,11.275,7.234,8.07,5.562,4.448,10.273,2.319,10.325,14.231,1.916,7.286,5.911,-5.225,-0.413,4.826,5.012,6.509,7.924,8.379,3.277,-1.647,7.581,6.528,5.283,1.491,3.824,9.204,-2.129,2.199,10.262,7.887,11.94,2.277,8.881,5.83,7.953,5.656,2.923,2.807,2.729,2.742,11.748,0.198,-5.851,6.874,8.747,0.201,10.99,8.211,7.579,3.253,-2.828,13.325,11.532,6.898,9.825,7.836,10.12,5.408,1.258,5.939,4.137,9.706,9.367,2.787,13.966,-0.179,2.968,1.244,0.642,1.068,7.222,6.515,6.637,8.708,0.508,8.544,8.81,0.276,3.954,3.894,8.492,-0.24,7.445,11.492,10.697,7.387,4.387,10.344,7.118,6.947,9.31,9.189,10.542,12.553,8.001,9.565,5.167,6.002,8.075,4.632,3.82,3.163,10.161,1.618,9.969,7.173,2.826,11.88,4.112,-2.042,-4.428,7.304,6.863,-5.485,0.795,4.527,9.718,8.393,8.964,8.882,9.525,-4.025,-4.745,5.949,9.657,13.001,8.075,2.056,8.657,12.626,7.259,8.739,0.742,2.496,5.353,-2.028,9.936,12.547,12.973,9.375,3.85,8.601,3.521,5.844,1.621,9.126,4.403,-2.321,4.889,8.828,11.826,5.487,9.978,8.494,10.214,0.654,4.657,-0.383,-0.385,11.75,9.706,12.714,4.487,3.991,3.593,9.637,9.977,1.597,4.727,9.246,5.37,3.908,9.084,6.505,12.851,3.854,-3.186,12.667,3.588,8.153,6.672,1.797,2.644,7.369,11.226,4.399,10.53,3.939,9.898,1.026,9.211,7.652,1.958,1.659,1.054,4.47,-2.579,5.162,1.284,10.788,0.891,9.322,10.64,-4.104,2.11,11.616,7.717,-1.148,4.711,8.884,8.821,-2.438,12.619,6.104,9.452,8.117,10.231,3.801,6.706,8.576,9.598,5.027,1.079,10.482,-0.547,11.729,9.121,3.863,3.93,1.685,3.903,8.659,5.267,11.341,10.653,7.75,6.084,6.25,4.638,3.162,5.321,10.761,0.617,10.623,0.266,6.595,-1.698,10.5,-3.219,4.758,2.422,7.394,5.753,5.486,0.402,3.048,8.047,9.289,4.804,9.651,2.217,0.574,2.777,8.095,8.104,7.327,12.562,5.866,-0.329,2.004,2.322,0.347,7.31,4.291,4.137,7.534,5.463,8.917,-0.884,5.37,9.418,-2.081,7.44,14.642,8.564,4.686,4.662,6.372,7.145,5.267,5.839,10.649,1.165,8.409,1.763,4.765,0.292,2.858,4.713,-0.305,5.277,0.226,4.397,9.341,13.551,2.024,9.484,0.972,2.811,7.643,3.71,5.913,11.89,2.283,6.499,7.466,1.218,2.701,-0.963,5.091,5.145,0.528,-1.724,0.547,5.255,4.912,4.745,3.103,3.936,4.874,4.511,7.954,3.943,4.041,6.031,4.247,0.623,0.185,10.471,-0.168,7.484,9.566,5.913,4.497,6.705,1.52,6.237,-1.706,2.644,7.257,8.906,5.621,10.764,1.606,7.338,8.745,3.913,-0.999,2.757,6.543,9.053,4.649,0.668,9.157,2.483,-0.054,5.002,4.073,8.049,1.418,3.73,-4.124,4.055,4.465,1.378,3.069,8.16,7.854,-1.635,3.561,1.848,5.707,-0.059,11.029,-1.83,9.755,8.824,-2.156,4.877,8.464,-2.774,2.323,2.55,5.681,14.251,0.527,6.631,10.099,4.132,10.686,10.279,0.828,-0.87,-2.905,1.032,6.752,9.321,7.045,6.737,-1.542,6.495,2.546,7.991,4.791,7.037,9.545,6.205,3.842,2.082,4.873,10.817,3.989,7.986,-2.94,4.96,5.163,3.253,3.438,2.478,7.556,11.323,6.142,0.851,0.453,3.54,8.553,-0.035,5.999,6.981,6.417,7.786,5.84,-3.199,2.187,3.007,-1.058,0.663,8.272,6.057,-3.977,0.839,-1.32,10.025,-1.709,3.37,7.935,7.113,5.53,9.504,2.256,6.526,6.977,-2.945,6.395,9.109,-3.864,-1.158,1.35,6.172,0.95,6.313,6.966,6.829,0.807,3.02,3.394,2.261,6.488,10.366,1.916,3.161,-1.236,9.543,5.82,7.662,5.234,5.339,9.973,5.545,3.627,5.223,2.797,1.91,6.128,0.687,4.199,1.452,0.568,-1.12,11.988,-1.854,5.847,1.137,0.328,6.364,8.022,-1.941,6.375,11.955,1.543,1.444,3.487,5.43,4.728,2.815,3.854,1.811,2.622,2.048,1.604,8.478,-0.556,9.997,8.351,6.037,3.549,-0.126,4.596,4.891,0.737,7.672,7.738,0.869,11.465,1.839,2.545,3.288,5.048,3.945,8.131,3.55,0.755,1.009,5.487,0.31,-1.516,8.632,-2.414,1.829,6.985,2.56,-3.388,1.736,7.124,1.245,2.341,-2.565,3.896,7.928,5.086,3.097,1.792,1.641,-0.41,4.205,0.732,-3.246,8.337,7.048,1.164,-1.389,2.345,6.834,2.481,5.85,10.89,-2.302,4.906,5.11,4.512,3.036,10.19,-1.797,3.209,1.054,7.546,-0.751,-1.178,5.475,1.019,-0.084,-0.581,-0.34,1.548,0.482,2.289,4.101,-0.901,5.591,5.517,1.338,-1.134,-1.055,-3.098,2.845,2.125,2.042,6.877,-0.135,5.113,0.81,5.368,2.693,0.835,2.009,1.894,1.399,1.401,4.15,2.561,4.556,-0.859,3.521,-1.18,2.164,-0.388,-3.84,2.238,1.934,0.11,0.356,2.975,0.975,1.235,12.036,9.004,1.267,2.979,1.913,0.578,2.812,0.827,-2.098,4.26,1.221,-2.057,0.838,-0.66,-4.852,4.28,-1.397,1.429,-0.848,2.671,-0.749,-2.827,4.867,-1.05,-2.498,1.101,1.288,1.458,-0.659,0.019,-1.296,1.815,2.483,-0.386,0.658,0.093,-1.16,0.734,2.567,-0.67,-0.507,-3.599,-1.177,0.228,1.028,1.517,1.543,4.12,2.427,-2.681,-2.883,5.533,3.122,-0.685,1.036,3.297,4.658,0.46,-2.263,1.669,-0.656,1.006,3.635,-0.652,2.744,2.038,5.897,2.028,3.209,4.378,4.168,0.559,3.937,-1.533,-0.877,1.27,0.24,5.668,2.908,1.923,2.31,-2.918,-1.271,5.733,1.858,-0.018,2.518,2.033,3.777,-1.375,4.741,-1.163,3.075,1.188,1.058,0.519,-0.627,4.058,1.466,0.881,2.237,-3.008,-0.879,3.158,4.441,0.927,3.171,0.759,2.949,1.936,-0.247,4.823,4.559,3.042,0.952,0.406,2.518,-2.952,-2.39,-1.592,-4.426,1.921,-1.308,2.179,-2.645,-0.018,-1.362,0.199,6.445,2.481,0.356,3.64,0.763,-0.903,-1.231,2.224,4.568,2.395,-2.067,6.514,1.313,1.886,3.367,3.978,-0.047,4.248,-3.028,2.777,-1.392,-0.26,0.199,-3.843,-0.84,1.971,2.043,0.611,4.623,4.704,3.472,0.441,2.955,1.157,1.243,5.346,1.571,3.62,3.108,-1.087,-1.154,-0.278,0.532,-1.568,-1.45,0.39,-0.091,1.008,-3.087,-0.552,2.123,-0.907,-1.078,3.262,4.378,-0.218,2.355,3.704,0.56,-4.258,10.053,24.022,11.216,12.37,11.032,15.852,13.329],"base_top":[[248058,24.022],[40,19.428],[27,17.053],[760,16.669],[248068,15.852],[1919,14.991],[2665,14.714],[27775,14.642],[1206,14.534],[46508,14.251]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,19,16,16,19,21,29,198,27,15704,16874,62,16,62,19,19,29,198,15,21,22,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","4","1","1","4","6",">","\n","<","parameter","=p","_","1","_","4","4",">","\n","0","6","7","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.4409,-1.4429,-0.366,-0.0566,-1.3196,0.9529,0.3577,0.0348,0.0778,-0.6528,-0.1446],[-4.0907,1.006,7.6208,15.0688,-0.8449,-1.7936,2.3482,-0.9051,0.1453,-0.5218,-0.3969],[-5.295,-1.0315,10.849,18.1611,-0.8374,-0.3017,0.6501,-0.195,0.0577,-0.7502,-0.2391],[-2.7927,-2.003,9.683,15.4573,-1.4724,-0.4763,1.866,-0.7137,0.1508,-0.5716,0.1027],[-2.9022,-2.6726,10.7292,15.7796,-1.765,-0.2308,-1.0511,-0.4706,0.3674,-1.0703,0.618],[-1.4707,-3.2292,9.4976,15.1232,-0.4385,-0.1155,0.5363,-0.7755,0.59,-1.2173,0.1082],[-3.2823,-2.0722,11.8714,20.4501,-1.2225,1.6699,0.1357,-1.3117,0.3613,-1.4367,-0.1975],[-2.3539,-2.0716,15.6856,20.1078,-0.2834,0.4446,-1.2313,-0.6847,0.2593,-1.4761,-0.5526],[-4.404,-1.9709,14.6469,21.9244,-0.528,-1.9191,-1.1876,-1.307,-0.0226,-1.5337,-0.5545],[-3.6041,-3.0085,13.6445,20.8318,-1.7202,-2.5128,-0.8946,-1.0596,0.0134,-1.7914,-0.4938],[-3.1743,-2.0037,12.9787,19.6838,0.174,-2.1239,-2.0419,-1.4975,-0.0566,-1.3796,-0.322],[-3.6563,-1.6273,11.5208,21.6125,-0.1304,-2.7307,0.9801,-1.6524,0.2111,-1.0129,-0.1334],[-5.2024,-1.2632,10.2636,22.7835,-1.2968,-1.6549,0.894,-0.7161,0.021,-0.996,-0.0932],[-5.354,-0.0503,10.3223,21.6945,-1.6533,-1.921,2.1529,-0.0447,-0.0556,-0.7396,-0.4351],[-4.7835,-0.6092,10.6325,17.7928,-1.5079,-0.9854,0.5432,-0.1297,-0.2863,-0.9448,-0.2775],[-1.4996,-0.6684,9.697,16.9079,-2.3048,-1.4174,3.4659,-0.2828,-0.1368,-0.8345,-0.6576],[-2.1381,-1.8287,10.09,20.3233,-2.4117,-1.0001,-0.9543,-0.6651,-0.0578,-0.9881,0.0528],[-3.8701,-1.2799,10.769,21.7885,-2.8078,-1.3781,0.6465,-0.918,0.1296,-1.2864,-0.3227],[-3.2621,-2.3473,14.9612,23.0774,-2.3521,-1.4908,0.3632,-0.3182,0.0624,-1.4902,-0.8236],[-3.397,-2.8327,12.4429,22.5806,-2.4856,-1.1534,0.2835,-1.3722,0.2111,-2.0999,-0.1851],[-2.9294,-3.7798,16.3203,21.8032,-2.0635,-1.9021,-0.7693,-0.6012,0.0673,-1.7073,-0.5707],[-3.1316,-2.124,12.7896,22.0526,-0.2167,-2.2121,0.2077,-1.2643,-0.0048,-1.6924,-0.2212],[-4.812,-1.6389,11.7246,23.03,-1.6474,-2.1061,0.8083,-0.6769,-0.1006,-1.6122,-0.0998],[-3.723,-1.1935,13.5036,20.2972,-3.2005,-0.7611,2.723,-0.3078,0.282,-1.2204,-0.4279],[-2.2811,-1.2425,17.4097,16.835,-1.5721,-0.3053,-0.727,-0.1724,0.1053,-1.2334,-0.5497],[-2.4205,-1.0619,14.4788,20.4026,-0.6106,-1.7306,-1.1,-0.8158,0.098,-1.2081,-0.2659],[-3.6127,-1.4985,13.4022,21.1657,-0.629,-0.2505,-0.3057,-0.8421,0.1884,-1.4648,-0.5106],[-4.0255,-1.3779,12.0437,20.3174,-0.6238,-1.6972,0.6949,-0.3947,0.1326,-1.4766,-0.2605],[-3.6617,-0.9864,11.9824,18.3419,-1.2498,-0.8514,0.3187,-0.4548,0.2416,-1.3327,-0.5625],[-2.858,0.4709,10.9477,16.6068,-1.4863,-0.5708,0.5926,-0.2486,0.0096,-0.557,-0.5641],[-3.6064,0.5683,8.5815,20.6299,-1.1982,-2.2179,1.4825,-0.9064,0.2076,-1.1409,-0.0948],[-2.5876,-1.1371,10.961,20.9597,-1.0188,0.2759,1.7573,-0.093,0.1004,-1.0842,-0.2439],[-3.6746,0.5183,8.8372,15.5188,-0.873,-0.2338,0.0986,-0.5733,-0.1749,-1.1514,-0.321],[-1.5278,-0.4564,10.0995,17.7748,-2.5858,-0.6549,2.8139,-0.3057,-0.1017,-0.68,-0.3526],[-2.3703,-1.6228,9.9075,21.2227,-2.2762,-1.2851,-1.2086,-0.6895,-0.1404,-1.123,0.0311],[-2.8288,-0.1627,10.3508,19.6516,-1.5689,-2.7676,-0.4658,-0.6267,0.0063,-1.2005,-0.2171],[-4.6866,-1.4886,10.8663,22.0128,-0.7213,-2.033,-0.0348,-0.7689,-0.0924,-1.5974,-0.229],[-3.3848,-1.69,12.7671,19.8672,-2.049,-1.7128,1.3305,-0.3327,-0.1151,-1.2651,-0.1859],[-1.8076,-1.5204,16.3429,16.4389,-0.8366,-1.6908,-0.6903,-0.5845,-0.1711,-1.3542,-0.2285],[-4.7055,-1.2989,11.5191,22.6483,-1.3468,-1.9923,1.5624,-0.5477,-0.0946,-1.517,-0.2046],[-4.366,-1.1236,12.1582,18.7352,-1.9632,-0.6335,1.0079,-0.431,0.2529,-1.2453,-0.6566],[-2.7961,0.0367,11.1683,16.2038,-1.6028,-0.5849,1.4331,-0.5823,0.1539,-0.672,-0.7093],[-3.7409,0.2504,8.1463,19.4325,-0.637,-2.207,0.8225,-0.7154,0.3567,-0.9774,-0.0534],[-4.7567,-1.7447,10.6209,21.1692,-0.9348,-0.6204,2.3271,-0.2965,0.1771,-1.1137,-0.1021],[-5.2479,0.2922,10.6242,17.1894,-0.5239,-0.396,-0.1568,-0.5049,-0.0171,-0.8492,-0.1506],[-4.5016,-0.1976,10.2477,17.2623,-1.2926,-0.7249,-0.159,-0.7956,0.1539,-0.7744,-0.3002],[-4.3161,0.2174,5.3064,12.6266,-0.4254,-1.7458,2.4136,-1.1902,0.2548,-0.7817,-0.1956],[-4.4946,-2.4853,9.6831,18.078,-1.0563,-0.7048,3.7184,-0.0593,0.1574,-1.0615,-0.0787],[-4.7562,-0.6404,8.7143,13.1576,-2.1788,-1.3824,-0.4506,-0.6238,-0.1426,-1.0248,0.0675],[-3.1822,-1.0455,9.3402,12.8023,-1.8556,-0.0758,-1.79,-0.9258,-0.1379,-1.6476,0.1153]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_41146>\n<parameter=p_1_44>\n067\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_41146>\n<parameter=p_1_44>\n067\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_41146>\n<parameter=p_1_44>\n067\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_41146>\n<parameter=p_1_44>\n067\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_41146>\n<algorithm=\"python\">\np_1_44=\"067\"\n</parameter>\n</function>\n</tool_call>","n_tokens":42,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0231","set":"practice","cohort":"ambiguous","family":"sort_direction","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_225, reference 043. These are not inputs to this request.\nPlease sort a stored sequence from largest to smallest.\nStored sequence identifier: either \"054\" or \"0549\", with no preference specified.","tools":[{"function":{"description":"Sort a stored sequence from largest to smallest. Inert synthetic operation.","name":"fx_55822","parameters":{"additionalProperties":false,"properties":{"p_1_66":{"description":"Stored sequence identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_66"],"type":"object"}},"type":"function"},{"function":{"description":"Sort a stored sequence from smallest to largest. Inert synthetic operation.","name":"fx_12674","parameters":{"additionalProperties":false,"properties":{"p_1_66":{"description":"Stored sequence identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_66"],"type":"object"}},"type":"function"}],"prompt_tokens":587,"decision":{"rms":0.38611766553372046,"sumsq":152.66391207650304,"hb":[-0.03589,-0.05739,-2.01809,0.13823,-1.492,0.14245,-0.64315],"lse":23.022570006707408,"logits":[13.366,13.638,12.995,13.035,12.466,11.546,8.88,9.317,10.906,11.09,11.827,16.496,11.835,10.827,13.933,10.687,8.997,12.403,10.925,9.814,20.485,10.941,11.609,11.769,11.878,12.207,10.811,11.211,12.041,9.561,9.835,13.578,14.724,8.598,12.548,12.574,9.538,11.624,10.094,10.43,10.943,9.702,8.878,11.158,7.538,7.111,0.186,11.208,7.422,14.986,4.893,9.09,9.689,7.939,8.745,6.211,10.194,13.44,11.142,6.94,7.166,14.86,5.084,8.403,10.606,11.777,4.901,9.812,1.156,18.172,7.843,6.533,9.474,-2.184,9.267,3.395,10.881,7.358,7.683,9.401,9.636,8.839,8.371,8.303,11.004,6.139,6.432,4.687,9.407,11.566,0.427,5.255,16.645,12.876,3.348,6.073,13.623,-1.815,3.139,3.177,6.887,9.497,1.136,7.263,-0.767,14.133,10.49,4.48,6.898,11.223,9.481,10.685,4.591,5.606,6.897,11.499,15.142,5.518,8.981,7.296,12.522,11.698,13.563,13.976,13.523,10.468,4.02,12.202,7.222,9.424,3.649,7.083,5.238,6.102,12.258,6.72,3.511,14.165,6.633,8.954,8.275,14.873,11.83,5.196,1.777,6.702,12.981,0.757,15.088,3.182,-2.202,8.711,7.191,7.224,6.749,9.575,6.188,9.096,8.516,13.338,8.053,4.793,10.189,-2.096,6.968,3.359,8.552,6.564,-5.627,10.343,12.753,10.728,13.513,9.521,8.877,4.503,6.182,6.559,12.436,7.062,6.808,4.663,8.629,4.136,6.809,16.602,5.231,9.871,-2.954,9.894,10.122,4.567,11.89,13.481,4.708,4.129,8.872,11.169,9.6,2.254,6.132,11.097,6.764,3.714,12.735,7.079,9.865,7.473,5.682,13.09,4.428,10.205,15.592,2.154,6.901,5.61,-4.208,-0.051,4.69,4.167,6.803,10.306,8.826,3.639,-2.424,6.655,5.881,3.891,2.939,5.647,9.808,-0.933,2.887,7.026,8.508,11.285,2.926,10.956,5.434,8.94,7.538,5.843,3.547,1.625,4.058,11.822,-0.115,-4.392,7.158,8.04,-0.981,11.77,9.039,8.223,5.742,-4.047,12.186,11.384,7.805,11.762,8.062,10.025,5.269,1.708,3.439,6.213,8.913,9.465,5.477,14.784,-1.306,5.777,1.548,0.674,-0.244,7.167,8.771,7.543,8.339,-0.35,9.228,10.665,-0.284,5.233,6.045,7.306,0.316,7.906,10.694,11.507,8.237,6.601,10.134,6.223,8.379,10.019,6.908,11.708,15.171,8.619,10.188,11.696,6.175,9.294,6.771,4.388,5.599,11.126,0.367,11.017,7.829,3.89,13.67,4.241,-0.987,-2.183,8.143,8.445,-5.71,0.085,6.367,10.679,9.165,7.75,9.268,10.486,-4.655,-2.675,7.798,9.9,16.958,9.333,2.112,11.197,12.726,6.93,11.807,1.451,3.274,5.931,-1.183,10.096,11.946,12.147,9.484,5.269,8.964,3.856,5.673,1.908,9.587,4.899,-3.066,3.777,10.317,13.094,9.119,11.456,11.412,8.327,2.696,5.205,-2.032,-0.382,11.075,9.328,11.403,4.891,1.95,5.146,10.612,10.957,1.555,7.758,11.175,5.663,4.776,9.981,7.747,13.431,4.131,-2.371,15.894,2.218,8.091,5.334,3.735,2.783,8.571,11.078,4.354,10.842,4.598,12.808,1.02,9.865,8.337,2.984,1.069,-0.115,4.166,-3.253,6.288,1.891,11.757,0.85,9.318,11.297,-3.065,1.927,11.142,8.605,0.509,6.596,10.619,9.289,-3.842,12.67,10.312,9.117,8.624,14.417,3.493,7.976,9.387,10.76,4.895,0.991,14.527,-0.739,13.984,10.478,2.365,5.207,2.11,5.82,6.881,6.075,12.259,10.947,8.865,6.968,7.294,4.996,3.451,5.61,11.535,1.25,13.216,0.853,7.786,-1.666,9.531,-3.055,3.678,4.129,11.968,9.03,7.154,0.927,2.74,11.079,8.866,5.426,7.806,1.642,0.348,2.084,8.863,8.285,7.418,13.626,8.52,-0.751,2.123,2.439,1.616,6.829,6.204,3.596,7.735,6.551,10.927,-0.573,7.11,9.739,-1.055,7.144,17.409,9.383,7.276,5.658,8.306,7.88,6.29,5.8,12.138,-0.058,7.59,1.246,7.555,0.613,3.573,5.945,-0.799,5.992,-0.015,6.041,9.494,12.412,3.147,8.955,0.621,2.455,8.58,4.741,6.43,13.766,4.732,6.332,8.656,2.716,2.281,0.119,6.116,6.348,1.492,-2.243,1.421,7.35,5.048,5.118,3.562,6.031,4.116,5.486,7.475,3.277,5.285,5.74,4.547,0.034,-0.714,8.864,0.223,4.905,10.784,6.97,5.279,6.506,3.534,6.837,-2.819,1.8,7.139,11.366,4.726,11.483,1.953,8.1,9.291,5.399,-0.441,2.644,8.198,9.844,8.101,1.815,9.659,1.138,0.943,6.136,4.046,9.494,3.233,5.894,-3.403,6.297,5.779,0.173,3.13,7.193,9.33,-1.303,5.267,0.035,7.138,1.297,10.233,-0.391,10.348,8.131,-2.651,5.384,8.126,-1.452,1.32,1.532,4.304,12.857,0.589,7.788,9.476,4.138,12.19,10.169,1.884,-1.223,-2.904,1.663,7.651,10.565,13.686,8.454,-2.053,5.871,2.908,7.722,4.685,7.665,11.331,5.149,4.807,2.062,4.938,12.575,4.607,7.596,-3.201,3.448,5.848,2.226,4.07,2.894,8.631,10.887,6.142,0.167,2.49,2.441,11.023,-0.97,6.143,7.368,6.382,8.236,6.269,-3.491,2.356,1.064,0.619,2.183,8.879,8.811,-3.741,0.77,0.567,13.179,-1.729,4.54,8.865,7.791,6.796,8.249,1.544,5.557,7.696,-1.125,6.479,10.293,-3.937,-1.615,2.392,5.898,0.542,6.889,9.352,6.044,0.863,3.134,2.851,3.172,6.709,12.921,0.983,1.596,-2.32,9.485,6.416,9.527,5.773,6.578,10.649,7.194,2.399,7.293,2.013,3.494,6.86,0.285,10.794,0.563,-0.26,-1.399,13.288,-2.837,5.868,2.552,-0.944,5.213,9.296,-0.643,8.748,12.285,0.914,0.521,3.726,4.852,5.217,3.391,4.862,2.942,5.499,3.087,1.495,10.051,-0.685,8.539,7.795,4.785,4.929,-1.635,2.538,3.938,-0.008,8.792,8.342,2.64,12.17,1.347,3.046,6.498,6.916,3.554,8.178,2.454,0.671,2.995,5.211,1.057,0.777,9.566,-2.005,1.582,7.966,1.758,-4.322,1.68,5.621,0.66,1.048,-1.74,2.815,9.56,5.85,3.055,0.065,1.484,-0.989,3.076,0.205,-4.224,11.331,8.895,0.53,-0.554,2.86,7.953,2.813,10.251,10.941,-1.449,5.082,6.705,5.945,2.198,9.998,-2.369,3.673,0.383,8.342,-1.203,-2.083,5.131,1.54,1.796,0.183,0.162,2.328,-0.672,1.964,4.68,0.029,5.071,4.438,2.376,-1.238,-2.183,-1.877,0.751,1.774,1.248,2.884,1.1,4.057,0.722,5.503,2.421,1.059,2.809,0.942,5.293,0.678,3.932,6.181,3.841,-2.555,1.965,-1.497,3.628,1.876,-4.199,3.541,2.694,1.639,2.178,1.844,1.435,1.606,12.751,9.535,1.891,3.203,3.484,2.43,5.129,1.007,-0.301,3.756,3.457,-2.037,-0.042,-0.367,-4.838,4.347,-1.715,1.622,-0.091,3.189,-0.571,-1.109,3.297,-0.611,0.719,0.245,1.473,2.184,-1.059,-1.155,-0.866,1.242,1.741,0.707,1.461,0.031,0.423,0.839,1.932,0.199,-0.987,-2.667,0.599,-0.319,0.689,0.231,0.711,4.668,0.466,-2.594,-1.865,4.854,3.748,-1.293,1.172,3.966,3.922,-0.411,-1.892,0.526,0.722,-0.303,3.146,-1.167,0.981,1.542,8.036,2.52,2.382,3.682,3.662,-0.666,4.852,-3.066,0.947,-0.138,0.683,4.318,1.655,1.757,2.017,-2.243,-2.052,3.834,0.097,0.792,1.669,1.076,2.025,-0.812,4.969,-1.636,3.674,1.05,1.495,0.319,-0.63,3.793,1.285,0.565,3.735,-1.903,-0.536,1.44,4.797,0.945,2.791,0.505,2.982,0.849,-0.641,4.764,3.228,2.011,0.217,0.723,1.585,-2.416,-0.874,-3.171,-4.566,1.343,-2.336,1.259,-2.855,1.016,-1.915,1.441,6.5,3.776,1.533,3.124,2.321,-0.165,-1.028,1.893,5.13,0.756,-0.252,5.947,0.848,2.049,2.723,2.528,-0.47,2.491,-2.733,2.028,0.166,-1.205,0.522,-3.688,-1.057,2.929,1.879,-0.665,3.542,4.296,3.672,0.377,2.988,1.44,0.306,5.488,-1.012,3.903,2.268,-0.856,-0.662,-1.271,1.097,-3.029,-0.94,0.284,-1.926,0.849,-3.254,0.474,1.508,-1.192,-1.193,2.247,4.74,1.505,3.003,4.441,2.94,-4.425,9.198,22.905,10.636,11.641,11.271,15.607,14.541],"base_top":[[248058,22.905],[40,20.485],[760,18.172],[27775,17.409],[12189,16.958],[1206,16.645],[3928,16.602],[27,16.496],[15947,15.894],[248068,15.607]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,20,20,23,17,17,29,198,27,15704,16874,62,16,62,21,21,29,198,15,20,19,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","5","5","8","2","2",">","\n","<","parameter","=p","_","1","_","6","6",">","\n","0","5","4","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.3021,-1.1138,-0.5487,-0.3467,-1.5637,0.8034,0.2355,-0.1668,0.1686,-0.7135,-0.0483],[-4.2005,0.5496,7.6219,14.8454,-0.8186,-1.5106,2.162,-0.8534,0.1274,-0.5804,-0.4408],[-4.7582,-1.172,11.2903,18.6111,-1.3691,-0.4478,0.1579,-0.4074,0.168,-0.8278,-0.2985],[-2.3704,-1.9508,10.1586,16.2518,-1.9705,-0.226,1.5649,-0.861,0.098,-0.7833,0.0815],[-2.8025,-2.3483,10.5837,15.3905,-2.0003,-0.4919,-0.8262,-0.7252,0.3191,-1.0954,0.7711],[-1.4517,-3.5283,9.3431,14.9556,-0.7314,-0.7156,0.4196,-0.8049,0.5851,-1.1431,0.1763],[-2.8595,-1.4884,12.5632,20.8562,-2.7967,0.3838,-0.9354,-1.4549,0.348,-1.4543,0.0383],[-1.6201,-1.9296,17.1564,20.1166,-2.0115,-0.4459,-2.4494,-0.884,0.1812,-1.5876,-0.501],[-2.2173,-1.462,13.6257,19.8247,-1.8572,-3.0617,-0.4905,-1.8038,-0.0734,-1.3062,-0.4732],[-2.2302,-2.2865,12.9009,18.7088,0.592,-1.1565,1.0626,-1.4342,-0.1162,-1.4956,-0.2798],[-2.9705,-1.7421,13.3309,20.1161,-0.4706,-1.2049,0.1121,-1.726,0.1562,-1.325,-0.4355],[-4.3619,-1.3015,11.1838,20.8666,-0.7738,-1.1947,1.0435,-1.8982,0.3483,-1.5982,-0.2581],[-4.544,-1.5436,10.322,22.297,-1.5848,-1.6205,0.7295,-0.778,0.019,-1.1895,0.0321],[-5.4207,-0.4931,9.4481,21.2139,-1.7585,-2.3492,1.6539,-0.0901,-0.0388,-1.0183,-0.1847],[-4.6836,-0.461,10.271,17.532,-1.4378,-1.0394,0.1818,-0.3369,-0.2423,-1.1109,-0.1494],[-0.9223,-0.8272,9.8213,17.2239,-2.209,-1.2724,3.1595,-0.4209,-0.0726,-0.9771,-0.5337],[-1.856,-1.6293,10.1273,20.033,-2.5047,-1.1611,-1.2021,-0.7932,-0.0067,-1.1378,0.1469],[-3.6956,-1.1547,10.9745,22.0319,-2.8044,-1.3659,0.6199,-1.0339,0.2393,-1.3845,-0.2577],[-2.834,-2.3925,14.8112,23.2139,-2.3956,-1.6633,-0.1268,-0.3422,0.1072,-1.5061,-0.8089],[-3.2996,-2.0679,11.3465,22.5796,-2.0836,-1.5056,0.635,-1.4661,0.1344,-2.0545,-0.1594],[-2.7882,-2.3153,15.2032,21.7294,-2.0621,-2.5088,-1.0883,-0.6516,-0.0153,-1.495,-0.5897],[-2.6899,-1.764,12.0901,21.4674,-0.8201,-2.7467,0.5121,-1.1392,0.097,-1.3125,-0.2166],[-3.7116,-1.5672,11.8334,22.8685,-1.572,-2.0967,0.5967,-0.8285,0.0614,-1.637,0.0397],[-2.7353,-0.5495,14.2257,20.6557,-3.134,-1.0084,2.0829,-0.5384,0.3916,-1.1375,-0.2324],[-1.1003,-0.6235,17.7049,16.9961,-1.4373,-0.8251,-1.2405,-0.4863,0.2792,-1.2148,-0.261],[-1.0074,-1.3343,15.7415,20.3988,-1.3558,-2.1902,-1.4097,-1.0746,0.2682,-1.1976,-0.3836],[-1.7399,-1.8138,14.0541,20.5396,-0.738,-1.0178,-0.9162,-1.2198,0.1828,-1.542,-0.277],[-2.5834,-0.8409,13.0193,19.3664,-1.3976,-1.5767,0.6348,-1.0235,0.1762,-1.759,-0.2273],[-3.2723,-0.6003,11.7884,18.1283,-1.5429,-0.7287,0.4525,-0.616,0.2971,-1.2698,-0.6592],[-2.3534,0.138,10.7082,16.2979,-1.5212,-1.2573,0.7811,-0.3383,0.047,-0.4898,-0.7637],[-3.3352,0.3249,8.2075,20.6305,-1.2274,-2.3616,0.7151,-0.81,0.2185,-1.0067,-0.1047],[-2.7608,-1.566,10.5952,21.0869,-0.7095,-0.1701,1.1407,-0.48,-0.0703,-1.26,-0.0532],[-3.6817,-0.1659,9.0105,16.2386,-0.7722,-0.439,-0.0426,-0.5809,-0.1066,-1.0419,-0.3259],[-1.1441,-0.8553,10.5962,18.4433,-2.6654,-0.9164,2.6089,-0.4009,-0.1179,-0.738,-0.407],[-1.9688,-1.5393,10.162,20.758,-2.3098,-1.3062,-1.4895,-0.6839,-0.1468,-1.0908,0.0572],[-2.486,-0.0746,10.9599,19.994,-1.6763,-2.8585,-0.675,-0.6817,0.0075,-1.3231,-0.1763],[-3.6578,-1.3228,10.5006,21.5813,-0.7319,-2.106,-0.4341,-0.8707,-0.0266,-1.6195,-0.1543],[-2.9936,-0.7207,12.6978,19.2447,-2.2314,-1.5871,0.8505,-0.3067,-0.0962,-1.1946,-0.1502],[-1.2313,-0.5562,16.1881,15.8475,-1.0514,-1.6332,-1.1541,-0.6421,-0.0811,-1.2728,-0.1332],[-4.1229,-1.1799,11.35,22.4376,-1.5622,-2.0433,1.02,-0.6754,-0.0584,-1.5458,-0.1449],[-4.3306,-1.4222,12.4352,18.8138,-1.8319,-0.6744,0.9572,-0.48,0.2226,-1.2002,-0.6266],[-2.6703,-0.1579,11.3019,16.7351,-1.4684,-0.5933,1.3939,-0.6508,0.1273,-0.6331,-0.7558],[-4.1851,0.0069,8.4063,19.721,-0.8871,-2.0525,0.4392,-0.6309,0.3167,-0.9902,0.0169],[-4.2211,-1.1605,10.6186,20.3821,-1.67,-0.9772,1.2065,-0.5086,0.2019,-1.1283,-0.1574],[-5.2474,0.0351,11.1906,17.7998,-0.7714,-0.6395,-0.278,-0.4321,0.041,-0.8315,-0.1034],[-4.1709,-0.3179,9.7597,16.9464,-1.5698,-1.1178,-0.4206,-0.6759,0.1436,-0.787,-0.2714],[-4.9643,0.012,6.6304,13.9997,-0.7232,-2.2654,2.4132,-1.2128,0.1449,-0.917,-0.0793],[-4.6897,-2.4496,8.9124,16.2007,-1.2765,-1.1973,3.0285,-0.2733,0.2272,-0.9421,-0.0393],[-4.1282,-0.2822,8.2254,12.5466,-1.6503,-0.8316,0.7262,-1.0895,0.0714,-1.0777,0.003],[-4.2237,0.019,7.813,12.1616,-2.3551,-0.9178,-0.9669,-1.1974,0.1424,-1.3403,0.068]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_55822>\n<parameter=p_1_66>\n054\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_55822>\n<parameter=p_1_66>\n054\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_55822>\n<parameter=p_1_66>\n054\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_55822>\n<parameter=p_1_66>\n054\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_55822>\n<parameter=p_1_66>\n054\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0278","set":"practice","cohort":"no_tool","family":"archive_state","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_524, reference 058. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to mark a record archived. Do not access or change stored data.\nRecord identifier: \"maple_612\".","tools":[{"function":{"description":"Restore an archived record to active state. Inert synthetic operation.","name":"fx_98469","parameters":{"additionalProperties":false,"properties":{"p_1_27":{"description":"Record identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_27"],"type":"object"}},"type":"function"},{"function":{"description":"Mark a record archived. Inert synthetic operation.","name":"fx_91533","parameters":{"additionalProperties":false,"properties":{"p_1_27":{"description":"Record identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_27"],"type":"object"}},"type":"function"}],"prompt_tokens":587,"decision":{"rms":0.38767626025523755,"sumsq":153.89888795185834,"hb":[-0.06201,-0.0462,-1.40999,0.06977,-0.95239,0.41546,-0.51546],"lse":21.895153501213716,"logits":[14.935,13.836,13.732,13.193,13.256,12.671,9.454,10.616,10.65,11.446,9.175,15.275,13.996,8.914,13.127,10.87,9.594,13.509,9.088,12.268,20.186,10.214,14.174,14.679,12.932,11.637,10.938,8.948,11.469,8.851,8.818,13.935,15.243,9.39,10.785,12.813,10.149,11.523,8.17,11.661,12.083,8.357,8.293,12.087,6.843,7.279,3.299,10.154,6.439,15.711,5.947,7.001,9.383,7.969,8.446,6.703,9.931,12.031,11.178,5.497,7.162,15.8,3.087,7.669,9.075,9.647,5.982,13.068,0.438,18.019,11.438,9.7,7.32,-0.287,13.345,5.079,9.634,7.177,11.027,12.298,10.705,9.074,10.734,10.536,11.756,7.622,7.775,5.562,11.587,11.242,0.944,6.011,19.285,8.667,7.057,7.33,14.197,-5.627,1.084,4.247,8.583,8.749,1.764,8.278,1.222,15.229,11.361,4.492,6.845,12.523,6.29,9.552,8.236,6.519,9.252,12.616,17.364,7.065,9.142,10.536,15.197,12.505,14.216,15.612,17.022,12.647,2.715,11.683,8.748,9.477,3.123,9.164,4.849,7.648,8.108,8.718,6.539,14.489,3.594,9.52,9.856,17.325,14.517,6.875,-0.149,11.095,14.743,-1.425,17.953,4.332,-3.643,10.717,8.21,9.484,5.495,10.587,8.035,7.271,10.604,10.316,10.207,5.696,10.229,-2.327,9.597,3.725,10.078,8.949,-5.136,10.178,11.739,12.907,15.058,10.655,8.473,7.074,10.745,8.52,13.378,9.048,8.26,15.384,7.385,5.163,8.209,15.549,7.776,11.046,0.194,11.79,11.365,5.333,14.944,11.969,5.321,6.332,10.835,14.888,9.691,3.545,8.024,12.434,6.945,3.641,13.246,10.729,12.744,10.459,4.86,12.121,3.138,15.106,15.501,2.136,9.026,11.184,-4.815,3.162,4.854,4.604,11.544,7.512,9.932,2.863,-0.623,9.612,7.495,4.69,1.331,6.809,9.189,-2.102,2.213,16.424,10.431,10.767,5.724,14.304,7.706,11.603,6.604,3.627,4.98,3.567,5.051,11.727,-1.125,-2.64,10.629,9.79,1.226,11.223,11.518,12.036,5.11,-0.755,12.352,12.069,9.634,12.883,11.216,12.131,4.72,1.647,4.691,8.86,8.445,10.514,4.673,14.595,-0.028,3.893,-0.039,4.066,0.997,11.299,10.314,7.71,18.734,2.367,13.849,10.468,0.073,7.95,6.668,10.186,-1.587,10.054,12.445,12.561,9.224,7.347,11.922,9.364,9.904,9.21,10.587,12.354,13.311,8.666,13.07,7.033,5.975,11.224,6.479,5.93,9.512,12.185,1.16,10.838,11.161,5.04,15.757,5.746,-2.183,-0.349,9.867,7.623,-4.12,3.599,6.076,10.308,8.17,13.14,10.227,12.071,-4.2,-4.07,9.223,11.97,16.395,7.764,3.64,12.995,12.652,6.08,12.29,2.269,4.544,7.419,1.101,9.157,12.896,11.985,9.538,5.754,8.654,5.183,5.867,4.646,12.296,3.952,-2.273,0.887,8.078,13.277,6.869,12.501,9.219,10.409,1.408,9.181,-0.324,0.341,14.088,10.794,11.348,5.633,3.684,3.197,11.726,9.49,-0.144,7.859,11.57,5.689,6.399,13.16,10.023,16.136,1.935,-2.292,14.172,2.863,8.941,6.274,3.527,3.716,9.285,12.795,4.313,13.642,8.607,13.797,1.217,12.345,8.834,3.895,1.822,3.869,6.737,-1.456,6.987,4.943,10.525,2.334,8.979,11.625,-2.742,2.384,11.824,9.357,2.484,5.691,10.957,9.903,-2.356,10.461,6.551,11.283,7.367,10.366,2.968,7.014,9.178,8.904,4.307,0.044,13.466,-0.187,12.882,10.377,4.797,6.338,0.558,6.074,8.575,6.294,13.046,14.014,10.045,10.745,7.946,6.726,2.637,15.092,12.264,1.643,11.486,0.472,9.174,0.683,11.649,-1.129,3.784,2.839,9.807,6.398,9.344,1.64,3.28,12.625,9.575,5.576,11.202,3.445,-0.484,2.246,9.195,8.497,7.413,15.218,8.39,-1.7,2.689,0.338,1.012,9.0,6.804,1.843,12.216,7.259,12.024,0.83,7.298,12.175,-0.847,8.571,16.339,10.448,6.937,8.639,7.258,8.444,7.142,8.846,12.414,0.87,10.381,4.589,8.107,3.526,4.357,7.449,1.756,7.764,-0.197,5.826,11.443,14.36,6.815,11.771,2.857,4.851,11.554,2.706,7.686,14.677,7.349,7.27,9.294,2.118,3.409,-1.65,6.202,7.448,3.696,-1.104,3.79,7.013,6.456,6.404,4.46,2.592,6.154,6.439,8.628,5.315,5.576,7.603,6.147,4.23,-1.51,11.106,-1.009,9.482,13.084,10.427,3.908,5.85,-1.163,8.091,0.032,0.55,9.13,11.065,6.087,10.614,2.718,10.171,10.071,3.166,-0.858,4.874,7.757,11.385,7.061,4.423,11.778,4.014,0.985,3.485,7.782,11.436,2.61,6.013,-3.567,8.215,5.934,2.291,3.05,8.506,11.276,-0.528,4.686,1.319,6.4,0.839,8.686,1.108,11.408,11.654,-2.268,7.063,10.098,-1.376,4.276,0.359,8.302,14.769,3.043,10.419,11.94,5.521,11.34,10.394,1.351,-2.172,-2.397,2.084,8.533,12.014,7.107,8.14,-0.468,5.025,3.131,9.849,8.861,10.438,11.209,7.341,6.369,2.711,5.746,12.251,6.593,9.521,-3.121,3.827,4.055,4.032,5.163,5.582,8.175,12.618,9.337,1.424,2.673,7.866,9.288,0.813,7.043,10.946,5.664,9.808,6.747,-3.68,5.958,5.226,0.278,5.867,9.509,11.028,1.309,0.924,0.698,13.305,0.344,6.042,9.704,6.264,6.835,11.508,1.689,6.731,7.813,-0.282,6.13,13.812,-2.503,2.646,4.429,7.314,0.48,7.219,8.021,4.73,0.709,2.529,3.472,2.59,8.98,9.578,2.626,2.736,0.838,10.331,7.639,10.81,6.021,12.786,14.829,8.857,3.369,5.444,4.116,2.789,8.642,0.116,7.233,2.981,2.927,-0.951,11.832,0.306,8.704,3.471,4.181,4.477,10.632,0.238,9.85,12.181,1.961,2.213,7.449,6.057,1.401,5.437,4.35,1.64,5.196,1.137,4.902,8.51,-1.497,10.575,6.545,7.285,6.835,2.365,1.787,6.941,2.938,8.47,11.303,1.399,11.998,3.973,3.432,6.043,5.144,4.113,10.163,0.016,3.72,3.714,8.602,2.281,-0.936,12.32,0.467,2.072,8.365,0.822,-3.752,0.524,10.508,2.7,3.895,0.692,4.487,10.024,5.697,1.304,0.47,2.304,-1.597,1.941,3.191,-1.713,8.063,11.18,1.533,0.428,6.438,7.4,1.623,9.002,11.748,-2.524,5.905,7.309,3.885,4.62,10.338,-0.557,5.391,2.309,9.742,1.508,-1.686,3.859,0.134,0.762,-1.088,1.316,2.114,2.564,3.468,4.15,0.601,6.621,4.629,2.406,-1.927,-2.965,-2.429,1.126,2.268,0.921,6.236,2.093,4.245,1.753,6.702,3.514,0.666,0.267,1.195,2.138,2.269,5.266,1.432,5.302,-3.077,3.962,1.461,2.95,-0.112,-3.956,0.474,4.145,-0.084,-0.196,2.739,-0.529,2.151,9.439,8.907,1.227,1.548,1.354,3.063,3.742,0.783,-0.611,3.513,1.991,0.345,1.171,2.285,-2.402,3.446,-2.319,1.683,0.116,2.519,0.495,-1.913,4.338,1.251,-1.082,1.893,2.708,2.622,-2.631,0.419,-0.436,0.601,0.129,-0.728,1.632,1.737,-0.709,0.376,3.634,1.067,-1.402,0.132,0.153,1.539,0.228,2.007,2.323,3.699,2.003,-0.522,-4.447,5.881,3.768,1.032,2.406,2.954,5.247,-0.435,-1.223,0.613,-0.872,-1.168,4.475,-1.96,2.86,0.817,4.672,1.06,3.484,3.611,5.26,0.619,2.986,-0.636,1.213,0.527,-0.809,2.054,0.683,2.495,1.494,-2.171,-2.877,5.019,2.547,-0.417,4.214,0.987,3.375,-0.645,4.098,1.367,2.336,-0.916,-0.875,0.008,-1.633,3.725,0.35,3.434,1.496,-0.254,-4.008,3.105,3.752,3.953,1.192,0.745,1.836,0.253,1.057,3.301,0.558,4.358,1.711,1.793,1.105,-1.732,-1.444,-1.878,-4.636,2.944,-2.469,4.938,1.156,0.804,-0.41,3.611,2.178,2.077,1.135,2.042,3.885,0.671,-0.308,0.543,3.12,-0.337,0.943,7.296,0.253,2.905,2.127,5.761,2.373,5.589,-0.059,3.577,-0.552,0.84,0.423,-2.552,0.291,3.351,3.427,1.401,3.653,1.868,5.085,0.676,1.711,3.604,1.445,4.047,0.383,3.579,2.454,0.198,1.369,-1.674,0.84,-1.596,-0.342,1.861,0.897,3.103,-1.854,2.745,3.641,0.236,0.282,6.044,3.909,2.245,-0.062,3.373,1.105,-4.285,7.864,21.259,7.391,9.412,9.212,16.993,12.846],"base_top":[[248058,21.259],[40,20.186],[1206,19.285],[8679,18.734],[760,18.019],[2665,17.953],[1919,17.364],[2523,17.325],[2064,17.022],[248068,16.993]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,24,16,20,18,18,29,198,27,15704,16874,62,16,62,17,22,29,198,2117,273,62,21,16,17,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","9","1","5","3","3",">","\n","<","parameter","=p","_","1","_","2","7",">","\n","map","le","_","6","1","2","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.2589,-1.9289,0.6334,0.1746,-1.4468,1.2217,1.6746,0.0853,0.1413,-0.7397,-0.2035],[-4.2254,0.3844,6.8605,14.5367,-1.3616,-1.6922,2.0029,-0.7474,0.2671,-0.4653,-0.4133],[-4.7959,-1.2964,11.3845,18.09,-1.0292,-0.0462,0.4366,-0.1844,0.2248,-0.7513,-0.2284],[-2.5782,-1.9539,9.7207,15.4921,-1.46,-0.4617,1.602,-0.694,0.2687,-0.5712,0.0228],[-2.436,-2.3345,10.4813,15.3067,-1.7455,-0.2122,-0.4906,-0.506,0.4168,-1.0122,0.5497],[-1.2569,-3.127,9.4628,14.8409,-0.6912,0.0016,0.9725,-0.6592,0.6192,-1.1721,0.0822],[-2.7495,-2.1744,12.4024,21.2748,-1.9094,0.5943,0.8598,-1.0619,0.3844,-1.4033,-0.012],[-2.1958,-2.1635,15.6636,19.8349,-1.1527,-0.869,-0.0562,-0.3916,0.1594,-1.3107,-0.4806],[-2.1932,-2.536,14.3511,19.5422,-0.1502,-0.4629,-1.599,-0.924,0.2709,-1.3163,-0.2233],[-2.7296,-2.4503,14.0435,21.2001,-1.6649,-2.4965,-2.8977,-1.3361,0.0391,-1.307,-0.519],[-3.5817,-2.4436,12.0586,19.7245,-0.2917,-2.915,-0.6278,-1.4831,-0.0564,-1.1826,-0.2552],[-4.725,-1.936,10.492,20.8692,-0.4576,-2.204,0.6136,-1.3805,0.2184,-1.5682,-0.1799],[-4.9483,-1.1572,10.2156,22.6094,-1.2881,-1.7187,0.7837,-0.6337,0.0186,-0.9347,-0.0666],[-4.9349,-0.8603,10.2981,21.4815,-1.6566,-2.083,2.1659,0.2174,-0.0564,-0.7515,-0.4225],[-4.455,-0.7122,10.6058,17.9442,-1.5196,-1.2675,0.508,-0.1976,-0.2397,-0.9746,-0.4001],[-1.3365,-0.5841,9.579,16.8826,-2.2014,-1.3097,3.442,-0.3074,-0.11,-0.8575,-0.6818],[-1.9316,-1.7567,9.9987,20.2726,-2.6272,-1.0255,-0.6558,-0.5892,-0.0481,-1.0029,0.0661],[-3.745,-1.3307,10.5887,21.917,-2.7119,-1.3212,0.8174,-0.9817,0.1624,-1.3219,-0.3254],[-3.0305,-2.4678,15.0558,23.0951,-2.4982,-1.5633,0.2844,-0.4078,0.1888,-1.4719,-0.7474],[-3.9341,-2.4738,11.5438,22.6702,-2.5415,-0.7864,0.5163,-1.5505,0.2138,-1.8766,-0.0588],[-3.5204,-3.1463,15.0737,21.5099,-2.6191,-1.0093,-0.8772,-0.9352,0.23,-1.5621,-0.5408],[-4.3165,-1.5864,12.0027,21.4449,-0.0877,-1.8974,0.0519,-0.9754,-0.0739,-1.4621,-0.3201],[-5.0995,-2.1268,12.6997,22.4362,-1.6255,-2.6305,1.4735,-0.6105,-0.0124,-1.693,0.0515],[-4.1482,-1.639,15.0763,20.8596,-3.5245,-1.4125,3.1625,-0.2599,0.173,-1.4768,-0.0753],[-2.2371,-1.6377,18.51,16.3484,-1.1135,-1.3703,0.1055,-0.5868,0.0277,-1.5411,-0.0279],[-2.8573,-0.2822,13.3283,20.3358,-0.3677,-0.2692,-0.4158,-1.3584,0.2629,-1.4746,0.174],[-3.6875,-0.4788,13.0019,21.9132,-2.2496,-0.3212,0.7875,-1.2825,0.2155,-1.3602,0.1662],[-1.8082,-1.0422,17.0733,20.2251,-2.1428,-0.8019,-1.3678,-0.8133,0.1388,-1.5247,-0.1716],[-3.3151,-2.0656,14.5077,21.8581,-0.6219,-0.9356,-0.5557,-1.2499,0.102,-1.6171,-0.4217],[-3.7692,-1.142,13.0708,22.212,-0.8289,-1.1764,0.2697,-1.4408,0.218,-1.7178,-0.2955],[-3.8184,-1.5531,11.9808,21.6232,-0.53,-1.8139,1.0592,-0.4962,0.1477,-1.5043,-0.0728],[-3.7677,-0.9386,12.1344,18.9896,-1.2955,-0.9753,0.6368,-0.419,0.2167,-1.3417,-0.5061],[-2.4395,0.3348,11.116,16.7522,-1.6548,-0.6055,0.6377,-0.3813,0.0314,-0.6381,-0.4728],[-3.7259,0.285,8.3941,20.6774,-1.0549,-2.3122,1.4824,-0.9858,0.2128,-1.2555,-0.1108],[-1.9348,-1.3086,10.1662,21.1957,-0.4719,-0.5504,1.1042,-0.17,0.0431,-0.9993,-0.168],[-3.5878,0.185,8.9136,16.3238,-0.7854,-0.8368,0.3589,-0.5683,-0.1358,-1.2118,-0.2831],[-1.1895,-0.5389,10.166,17.9693,-2.7686,-0.8132,2.7352,-0.2289,-0.0778,-0.7503,-0.3785],[-2.3055,-1.7371,9.8322,20.9007,-2.1678,-1.315,-1.3578,-0.5824,-0.0965,-1.1401,0.0627],[-2.822,-0.283,10.3526,19.9183,-1.5644,-2.8612,-0.504,-0.5658,0.0542,-1.2433,-0.175],[-4.6828,-1.7063,10.8926,22.2763,-0.891,-2.1362,-0.077,-0.7674,-0.0752,-1.5722,-0.1726],[-3.0759,-1.8494,13.1209,20.1844,-2.1958,-1.7732,1.1958,-0.1066,-0.061,-1.2731,-0.1908],[-1.1158,-1.7056,16.2625,16.8866,-1.0231,-1.8642,-0.8445,-0.5118,-0.0304,-1.4283,-0.2172],[-3.6582,-1.2738,10.4955,21.9846,-1.3816,-1.7033,1.6163,-0.4032,-0.0172,-1.4677,-0.1522],[-4.0709,-1.2329,12.2787,18.7146,-1.9738,-0.9794,0.7314,-0.4108,0.2355,-1.2167,-0.698],[-3.0108,-0.3279,11.2791,16.8024,-1.6964,-0.5461,1.2604,-0.4664,0.165,-0.6409,-0.7274],[-4.0206,0.0088,8.1635,19.3402,-0.4858,-2.2348,0.6882,-0.6604,0.3293,-1.0621,-0.0934],[-3.8459,-3.0138,10.8403,19.1143,-1.742,0.1498,1.8238,-0.3537,0.0852,-1.1457,-0.0656],[-4.8187,0.0144,10.7708,17.143,-0.5649,-0.5302,-0.2806,-0.5271,0.0638,-0.9911,-0.1446],[-4.2547,-0.4772,10.7992,17.8462,-1.5803,-0.9361,-0.6724,-0.7817,0.237,-0.8947,-0.3423],[-4.2457,-0.1349,5.3777,12.6668,-0.4776,-1.6252,2.0524,-1.1793,0.2768,-0.9317,-0.1488],[-4.0848,-3.1117,10.5192,17.7536,-1.1524,0.0505,3.0734,-0.1218,0.1849,-1.1402,-0.0005],[-4.2746,0.133,8.3903,12.6265,-1.8182,-1.49,-0.1232,-0.6679,-0.0562,-1.1358,0.1883],[-2.9025,-0.5439,9.7012,13.4269,-1.8951,-0.6375,-1.7314,-0.9597,-0.0973,-1.6292,0.159]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_91533>\n<parameter=p_1_27>\nmaple_612\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"I am not authorized nor permitted nor required nor permitted to access or modify stored data. I am an AI assistant and cannot perform archived records.","n_tokens":29,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":40,"identical_to_original":false}}},{"id":"discovery-611401-0114","set":"practice","cohort":"no_tool","family":"record_mutation","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to replace an existing field value. Do not access or change stored data.\nRecord identifier: \"094\". Replacement or appended text: \"birch_940\".\nUnrelated archived note: maple_976, reference 073. These are not inputs to this request.","tools":[{"function":{"description":"Replace an existing field value. Inert synthetic operation.","name":"replace_value","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"record":{"description":"Record identifier","type":"string"},"value":{"description":"Replacement or appended text","type":"string"}},"required":["record","value"],"type":"object"}},"type":"function"},{"function":{"description":"Append text to an existing field value. Inert synthetic operation.","name":"append_value","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"record":{"description":"Record identifier","type":"string"},"value":{"description":"Replacement or appended text","type":"string"}},"required":["record","value"],"type":"object"}},"type":"function"}],"prompt_tokens":609,"decision":{"rms":0.3652687845724071,"sumsq":136.6223718225956,"hb":[-0.07613,-0.04346,-1.50621,0.19758,-1.07792,0.17833,-0.33504],"lse":22.41297647922837,"logits":[14.816,14.927,14.681,13.813,12.925,11.904,9.261,9.623,10.159,11.736,9.377,16.025,13.034,11.424,12.875,11.384,9.224,9.795,8.828,9.486,19.883,8.452,9.79,14.64,12.518,12.295,13.692,7.641,11.087,8.099,8.373,14.866,15.238,9.605,11.166,10.026,7.625,12.005,6.777,8.675,12.369,7.636,7.323,13.34,6.088,6.034,4.797,11.623,6.698,15.242,4.625,8.458,10.26,7.435,8.085,6.443,10.414,11.546,12.06,6.732,7.436,16.616,4.66,5.755,9.535,10.887,6.02,16.227,3.138,17.916,15.196,9.903,9.686,0.584,12.342,3.566,10.156,4.121,10.533,12.942,8.881,11.195,10.784,10.937,11.322,7.096,8.816,2.765,11.865,12.014,0.65,6.696,19.7,8.569,8.084,7.656,13.241,-5.363,0.487,4.517,7.111,8.602,0.553,6.928,1.0,15.131,12.042,2.545,6.152,11.63,6.072,10.496,7.202,6.118,9.24,13.953,17.967,8.82,7.788,9.657,13.566,13.217,15.3,15.361,16.615,12.883,2.686,11.923,8.786,6.7,3.226,10.369,4.185,7.855,9.299,8.079,6.727,15.302,3.929,9.703,9.972,16.503,14.47,6.052,1.389,10.719,13.897,-2.492,17.558,2.366,-3.664,9.458,6.491,10.866,5.255,9.926,7.887,8.612,9.027,9.78,10.147,4.185,10.029,-1.927,8.155,4.251,8.084,6.354,-6.065,9.034,12.987,13.564,15.482,7.659,8.844,7.804,10.021,9.563,12.465,7.962,8.105,7.841,5.169,2.886,8.656,16.01,9.977,11.427,0.929,11.526,10.422,4.478,14.528,11.439,6.634,7.113,10.538,15.614,8.801,2.831,8.237,13.915,8.877,1.641,11.958,8.709,11.794,8.607,2.684,11.786,2.996,14.973,16.154,2.009,9.029,6.273,-6.202,3.543,1.836,1.698,10.006,8.014,8.861,4.068,0.318,6.245,7.804,5.59,2.189,4.626,10.489,-2.589,2.81,16.398,9.626,10.749,4.54,12.33,7.998,10.451,7.291,3.597,3.074,3.424,3.568,11.012,-0.959,-2.57,9.204,10.772,0.805,9.855,10.93,9.901,6.49,0.075,12.208,12.434,8.995,12.65,9.722,10.484,4.386,1.353,14.305,6.961,3.477,10.41,4.503,15.694,-0.066,1.996,0.221,0.924,2.636,10.68,8.374,5.7,10.732,0.891,12.156,9.942,-0.39,7.591,5.358,10.455,-2.512,9.017,11.974,12.721,9.368,6.175,13.493,6.952,9.456,9.468,9.792,11.429,13.222,9.649,13.346,6.104,4.546,10.394,7.71,5.339,6.356,12.071,0.429,9.491,8.197,3.981,15.527,7.604,-2.316,-2.54,9.168,6.372,-1.619,2.06,5.124,8.998,9.61,7.219,7.939,12.578,-2.639,-1.997,8.503,10.396,17.389,9.117,3.208,12.87,13.777,3.222,9.704,1.804,4.677,7.225,-0.077,11.23,13.856,12.15,8.002,3.186,7.382,5.78,5.599,3.388,11.815,5.385,-1.65,4.338,7.976,11.864,7.679,13.337,9.983,9.227,1.992,7.747,-0.158,0.553,14.108,12.067,10.646,4.193,3.41,3.835,11.707,9.802,1.721,6.38,10.709,3.801,5.028,12.698,9.231,16.699,5.346,-2.38,13.855,2.392,8.942,4.69,1.107,2.535,8.627,12.123,3.755,13.149,6.428,12.914,-0.981,12.461,7.532,5.305,2.317,3.244,3.985,-1.406,6.0,4.146,11.017,3.153,9.408,12.078,-3.143,3.691,9.738,6.847,1.473,5.376,10.78,9.274,-0.922,9.43,7.659,11.81,8.187,9.98,2.263,8.063,5.034,8.775,4.225,1.377,14.136,-1.634,11.814,10.531,3.973,5.507,2.706,5.151,17.023,6.422,11.928,13.705,9.482,9.993,8.894,6.34,1.412,8.487,10.098,0.713,12.173,2.267,7.326,-0.313,10.884,-0.669,5.551,2.255,10.066,6.986,5.782,-1.464,1.543,12.292,9.916,7.572,12.627,1.831,-0.202,1.603,6.328,6.172,6.692,14.568,7.56,-0.315,1.811,0.437,0.679,9.733,5.819,2.485,10.835,6.755,10.871,-0.684,6.679,12.577,-0.316,7.246,16.972,10.116,4.204,6.26,6.726,8.637,5.163,7.559,11.992,-2.729,10.3,3.721,7.449,4.304,4.73,7.886,1.754,6.069,0.32,4.643,10.643,13.608,4.808,11.352,1.39,6.518,10.565,3.896,10.444,15.91,6.225,5.446,9.288,0.601,1.971,-1.524,7.698,6.516,2.64,-1.287,1.777,6.191,6.455,7.217,4.223,2.054,4.566,7.161,6.8,3.746,6.149,5.34,6.593,0.529,-0.645,12.949,0.376,7.529,14.126,9.481,5.143,4.281,1.902,6.072,2.506,-0.024,9.611,10.489,5.959,11.176,3.147,8.172,7.805,1.95,-0.283,2.543,8.327,12.26,7.861,3.989,9.153,4.162,-0.311,4.817,6.639,11.104,1.584,6.057,-3.166,7.853,7.74,4.067,2.439,7.092,10.933,0.995,3.452,2.029,7.016,1.909,10.096,0.905,10.485,9.429,-2.479,5.99,9.26,0.541,4.241,2.755,6.196,14.504,3.588,8.509,7.864,4.791,12.624,10.9,1.122,-3.724,-1.99,1.329,9.407,11.539,6.548,7.939,-1.546,5.618,3.932,8.133,5.893,8.534,10.235,7.834,5.712,2.563,4.38,10.754,6.674,9.889,-0.593,4.055,5.167,2.103,3.598,4.151,8.774,13.132,7.363,0.012,0.642,8.107,9.437,-0.116,5.097,8.586,5.759,9.683,7.104,-5.662,7.473,3.072,0.365,4.136,10.558,10.63,1.827,1.004,-0.016,12.435,-1.959,4.829,8.402,4.832,9.058,11.421,1.275,6.755,8.013,-0.818,7.242,13.79,-4.46,1.696,2.758,7.303,1.191,6.646,7.632,4.192,0.603,3.199,2.343,2.212,9.457,9.553,2.921,0.81,0.975,10.138,6.021,9.226,6.593,12.233,14.194,9.12,4.071,5.932,3.063,2.543,7.864,0.685,6.394,2.465,0.334,-0.554,12.359,-1.273,7.675,3.311,1.217,5.199,9.093,0.542,9.394,11.985,2.091,0.681,5.52,6.727,1.75,3.744,3.504,0.121,5.954,0.323,4.145,8.961,-1.035,17.306,8.019,4.751,5.822,2.279,3.79,6.656,1.235,8.041,10.421,-0.007,11.96,2.99,3.428,3.873,5.457,3.035,9.514,0.604,2.628,2.693,8.831,2.702,-0.902,12.227,0.097,1.309,6.962,-0.245,-4.62,0.985,9.444,-0.687,4.361,0.003,2.878,10.628,8.194,3.006,-0.67,2.49,-0.3,3.503,0.963,-2.905,7.269,10.468,2.119,-0.956,4.308,7.238,1.233,7.301,12.911,-3.123,5.29,6.27,4.359,6.251,8.665,-0.817,3.353,-0.172,9.97,-0.114,-0.706,5.39,2.536,0.264,-2.387,-1.252,2.998,2.665,2.472,5.156,-0.746,6.09,3.519,1.993,-1.852,-5.099,-2.696,-0.329,3.529,1.146,3.027,0.922,5.288,1.781,5.277,1.891,1.232,-0.821,0.045,2.204,3.805,4.965,0.178,5.192,-2.76,3.889,2.276,1.777,-0.308,-3.71,1.53,4.133,-1.061,-1.28,1.695,-1.366,2.667,10.62,8.768,1.188,1.214,1.91,3.395,3.912,0.853,-0.863,3.585,1.994,-0.922,1.096,2.41,-3.899,3.199,-2.285,2.599,-0.873,1.189,-2.142,-1.884,3.834,0.487,-1.965,1.227,2.304,1.2,-0.277,-0.235,-3.61,1.2,-0.468,-0.049,1.01,1.01,0.233,0.478,3.238,2.023,-0.884,-0.619,-2.017,1.833,0.465,2.237,3.599,4.066,2.319,-1.833,-2.952,4.775,4.126,2.138,3.318,3.125,2.979,0.497,-0.475,1.037,-2.642,-2.017,3.766,-2.312,1.703,1.484,5.291,1.569,2.986,2.674,5.018,0.333,4.089,-0.856,0.63,2.617,-0.16,0.892,2.439,-1.247,1.719,-3.5,-3.74,4.928,1.485,-1.184,2.854,1.337,3.285,-1.821,6.06,-0.053,2.823,1.393,1.898,0.604,-2.617,5.537,1.637,2.417,2.135,-1.785,-0.235,2.024,3.806,1.188,0.878,0.686,1.343,-0.203,1.378,2.021,2.43,2.025,0.933,0.555,2.743,-1.266,-2.708,-2.498,-3.317,4.578,-1.159,1.244,1.412,0.167,0.246,1.547,2.294,2.116,-2.261,2.289,3.422,0.537,-0.265,-1.508,1.683,0.315,0.948,7.192,-0.107,3.025,2.4,5.171,0.407,5.215,-1.14,2.443,-0.238,-1.522,0.379,-1.701,-1.346,3.442,4.003,0.242,2.833,-0.232,3.509,1.081,2.842,3.099,0.903,4.455,0.042,1.411,4.048,-1.161,0.664,-1.91,-0.075,-1.404,-0.325,0.487,-0.846,3.443,-2.675,3.783,2.73,-0.701,-1.359,3.376,4.308,1.649,2.557,3.688,1.59,-4.623,8.947,22.113,8.304,9.285,9.663,15.767,12.855],"base_top":[[248058,22.113],[40,19.883],[1206,19.7],[1919,17.967],[760,17.916],[2665,17.558],[12189,17.389],[78363,17.306],[22386,17.023],[27775,16.972]]},"positions":{"tokens":[248058,198,27,1628,28,7899,3042,29,198,27,15704,28,8286,29,198,15,24,19,198,510,15704,29,198,27,15704,44984,29,198,42404,329,62,24,19,15,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","replace","_value",">","\n","<","parameter","=","record",">","\n","0","9","4","\n","</","parameter",">","\n","<","parameter","=value",">","\n","bir","ch","_","9","4","0","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.4459,-1.5495,1.0993,1.1973,-2.3285,1.1609,1.1855,0.1983,-0.0205,-0.733,-0.146],[-3.6307,0.2427,7.9521,15.4895,-1.3951,-2.0953,1.4583,-0.7465,0.1313,-0.5347,-0.328],[-4.1214,-0.9119,10.7255,17.6492,-1.9846,-0.5173,0.3546,-0.2012,0.0048,-0.6624,-0.2702],[-1.9834,-0.0978,10.1835,16.9572,-3.0382,-0.5225,0.8372,-0.8948,-0.1045,-0.5336,-0.2085],[-1.7328,-0.6876,9.4733,17.6876,-3.318,-0.5325,-0.8114,-0.4034,-0.1744,-0.82,0.2989],[-1.1651,-0.9624,12.6053,15.5745,-2.0659,-0.7663,-0.2665,-0.8632,0.0027,-0.967,0.0062],[-3.058,-2.4677,9.9619,20.913,-1.548,-0.4811,-0.6334,-0.6723,-0.1513,-1.3857,0.2041],[-5.6232,-1.5482,10.6077,22.3982,-1.0263,-0.8642,1.1535,-0.6581,-0.2864,-1.1855,0.2339],[-5.246,-0.4926,11.3171,22.0687,-2.4023,-1.4356,1.8714,-0.1122,-0.2766,-0.9281,-0.2248],[-4.327,-0.4211,11.6815,17.8709,-1.4596,-1.168,0.3601,-0.2885,-0.2841,-1.0782,-0.3411],[-0.8591,-0.4255,9.9084,16.1659,-2.7855,-0.684,3.6796,-0.585,-0.3212,-0.7106,-0.2681],[-1.3148,-0.4103,9.674,17.4838,-3.2286,-1.2813,-0.2679,-0.493,-0.4029,-0.9658,0.2548],[-1.4302,-0.7477,12.4366,15.6653,-2.1708,-1.4892,-0.1081,-1.0636,-0.383,-1.2037,-0.3245],[-3.3884,-2.272,10.6654,22.4444,-3.0994,-1.8907,-0.2892,-0.5652,-0.2374,-1.4557,0.0161],[-2.9698,-1.2643,14.4831,21.2599,-3.3856,-0.8517,1.8877,-0.2684,0.1327,-1.1053,-0.3673],[-1.0468,-0.9476,17.7023,16.6879,-1.7144,-1.2854,-0.7989,-0.0343,-0.055,-1.0188,-0.4552],[-2.5476,-2.2769,15.1076,21.7512,-0.7605,-2.5771,0.2138,-0.6582,0.054,-1.413,-0.4704],[-2.3396,-2.4397,14.4095,22.1357,-0.2426,-1.5119,-0.5683,-0.966,0.1669,-1.6705,-0.3879],[-3.8075,-1.6521,12.0057,20.9667,-0.8024,-1.9182,2.1375,-0.5037,0.1025,-1.4819,-0.3005],[-4.7794,-1.1729,13.1444,19.8454,-2.1812,-1.027,1.186,-0.248,-0.0019,-1.3047,-0.4305],[-2.8925,0.2204,11.5143,17.7702,-2.1741,-0.7218,1.3455,-0.3265,-0.0793,-0.774,-0.5349],[-4.4562,-0.422,9.8771,22.5487,-1.7902,-2.7858,1.1478,-0.7726,0.0855,-1.1948,-0.1219],[-3.5307,-1.7743,12.5517,20.9541,-2.1423,-0.6271,3.0664,0.0677,0.1332,-1.2624,-0.0887],[-4.9097,-0.7884,10.9358,18.9334,-2.2377,-1.2385,0.4316,-0.2221,-0.3293,-1.0328,-0.3205],[-1.3564,-1.6673,11.6362,19.4172,-3.5309,-1.2757,1.8721,-0.3193,-0.3048,-0.9912,-0.1339],[-1.8686,-1.2426,10.9206,20.1125,-3.704,-1.6281,-0.169,-0.5443,-0.3329,-1.2878,0.3713],[-4.5981,-2.6691,13.852,19.4532,-1.8183,-2.3623,0.1234,-0.5268,-0.2191,-1.3291,0.1906],[-3.6207,-1.5138,17.3349,17.9322,-2.9753,-1.2111,0.5959,0.1507,0.0717,-1.1507,-0.1508],[-1.9646,-1.6053,20.1912,12.2973,-1.4817,-1.4417,-2.1158,-0.0026,-0.0314,-1.2013,-0.0893],[-3.6478,-2.1616,13.2889,19.5525,-1.4086,-0.2626,1.666,-0.746,0.011,-1.3991,0.3616],[-3.7267,-1.9133,12.5502,21.2924,-2.017,-0.3519,1.4451,-1.4205,0.1348,-1.8127,-0.0781],[-2.7293,-2.9421,16.1438,20.4556,-2.5183,-1.1438,0.0449,-0.3991,0.0169,-1.6401,-0.6176],[-2.0758,-2.702,14.0172,19.8311,-0.7279,-1.0502,-0.8389,-0.8897,0.0653,-1.5595,-0.5854],[-2.8693,-0.9516,13.4713,21.4548,-0.3053,-1.6035,0.4002,-1.5035,0.0435,-1.8935,-0.3793],[-4.1648,-2.0576,12.0139,20.1515,-1.107,-1.9411,0.7952,-0.2396,-0.0649,-1.3405,-0.1705],[-4.0847,-1.3898,11.7501,17.9473,-1.6022,-0.8567,1.2075,-0.3404,0.065,-1.2468,-0.4806],[-3.4542,-0.1762,11.3634,17.8811,-1.6701,-0.5231,1.8985,-0.5873,0.1054,-0.809,-0.5203],[-3.5961,0.0989,8.6745,19.7246,-0.681,-2.3588,0.964,-0.6757,0.1487,-1.0057,0.0051],[-3.3464,-1.5005,9.578,20.1071,-0.8858,-0.1763,2.9003,-0.2062,0.0972,-1.0379,-0.1203],[-3.2558,0.5892,9.4182,15.2947,-0.6952,-0.566,0.0149,-0.5444,-0.2528,-1.0587,-0.0529],[-4.2893,0.3894,11.1321,18.3037,-1.805,-0.5558,-0.4741,-0.8855,0.1117,-1.025,-0.223],[-3.8326,0.0749,5.4127,12.714,-1.027,-1.7749,1.8109,-1.2825,0.293,-0.94,-0.1144],[-3.3725,-2.3067,10.7968,17.5493,-0.6014,-0.3181,3.6622,0.0727,0.3879,-1.0948,-0.1768],[-4.3993,0.2483,8.634,12.6964,-1.1532,-0.8989,0.0626,-0.9335,-0.0132,-1.1077,0.1809],[-2.9541,0.4442,8.8798,12.4897,-2.001,0.0178,-1.4143,-0.9776,-0.1155,-1.4878,0.1559]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=replace_value>\n<parameter=record>\n094\n</parameter>\n<parameter=value>\nbirch_940\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=replace_value>\n<maßen>1000001</maßen>\n<parameter=detail>\nbrief</parameter>\n<maßen>1000002</maßen>\n<parameter=record>\n094</parameter>\n<maßen>1000003</maßen>\n<parameter=value>\nbirch_940</parameter>\n</function>\n</tool_call>","n_tokens":96,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0157","set":"practice","cohort":"valid_call","family":"sort_direction","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_54673 {\"p_1_54\": \"maple_677\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_184, reference 047. These are not inputs to this request.\nPlease sort a stored sequence from largest to smallest.\nStored sequence identifier: \"maple_677\".","tools":[{"function":{"description":"Sort a stored sequence from smallest to largest. Inert synthetic operation.","name":"fx_27569","parameters":{"additionalProperties":false,"properties":{"p_1_54":{"description":"Stored sequence identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_54"],"type":"object"}},"type":"function"},{"function":{"description":"Sort a stored sequence from largest to smallest. Inert synthetic operation.","name":"fx_54673","parameters":{"additionalProperties":false,"properties":{"p_1_54":{"description":"Stored sequence identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_54"],"type":"object"}},"type":"function"}],"prompt_tokens":578,"decision":{"rms":0.38110930957391415,"sumsq":148.72914518415928,"hb":[0.01091,-0.04533,-2.10828,0.27637,-1.57147,0.10025,-0.67239],"lse":22.93362230429522,"logits":[13.29,12.937,10.514,11.278,10.732,10.723,8.121,8.049,10.911,10.697,10.412,16.588,11.104,9.762,13.097,9.414,8.999,13.223,11.17,9.362,19.251,10.268,10.153,11.626,11.53,11.546,9.723,10.424,12.175,8.567,9.588,13.501,12.808,8.057,11.664,13.119,10.586,11.389,9.872,10.258,11.542,9.714,8.241,10.747,6.265,6.851,0.028,10.566,6.733,13.205,5.595,8.118,9.598,7.666,8.422,6.143,10.02,13.35,9.736,6.274,7.557,13.464,5.409,8.772,10.775,11.554,4.039,8.93,0.741,17.008,7.068,6.035,7.926,-2.172,8.423,3.17,9.969,6.882,7.572,9.493,9.471,8.147,7.671,7.911,10.612,5.599,6.333,3.893,8.995,12.261,0.804,3.589,15.687,12.904,2.341,4.446,11.617,-1.397,4.286,2.14,6.638,8.276,0.423,6.524,-1.837,12.65,9.078,4.327,7.516,10.684,6.125,9.536,4.474,5.672,6.433,10.118,15.096,4.939,7.858,7.263,11.717,10.591,11.772,13.136,12.607,10.101,3.891,11.942,6.719,9.291,1.945,6.849,4.961,6.472,13.252,6.469,3.474,12.107,6.045,8.722,6.953,13.28,11.658,4.64,-0.921,6.082,10.713,0.787,14.137,3.02,-2.385,8.176,7.903,6.31,4.214,8.685,6.335,9.233,7.713,9.55,6.99,4.581,9.64,-2.25,6.308,3.196,8.495,7.032,-5.863,9.42,11.081,9.794,11.34,8.853,8.754,4.974,5.865,6.165,10.377,6.532,5.202,4.39,10.55,5.396,6.519,14.642,4.38,10.167,-3.414,9.542,9.157,4.313,9.907,13.75,3.521,3.686,8.004,10.105,8.764,3.51,7.005,11.513,5.291,3.821,11.26,6.523,9.352,5.362,5.337,11.649,4.846,8.743,13.879,1.732,5.681,5.387,-3.8,-0.754,5.98,4.314,5.344,9.173,8.322,3.159,-1.964,7.231,5.561,2.609,3.444,4.965,8.747,-1.141,2.762,5.797,7.734,9.897,2.78,10.784,3.802,7.459,7.438,4.641,2.875,2.06,3.315,12.467,1.085,-4.851,5.843,8.47,-1.066,11.164,7.825,7.456,3.854,-3.661,12.636,11.127,6.55,10.535,7.221,10.267,6.315,0.913,4.177,5.356,12.189,9.732,2.877,13.458,-0.843,5.162,1.748,-0.475,1.157,6.205,7.61,6.838,7.225,-0.812,7.933,9.982,-0.484,4.326,5.163,6.871,0.92,7.536,10.387,9.83,8.15,6.762,9.531,6.102,8.54,9.193,7.268,11.206,13.209,7.81,9.202,10.307,5.178,7.9,4.78,3.507,4.268,10.616,0.112,8.836,7.087,2.836,11.977,3.749,-0.61,-3.033,6.865,8.425,-6.298,0.841,6.007,10.061,8.661,7.062,9.153,10.241,-3.1,-4.117,6.277,9.514,13.996,8.868,1.721,9.726,11.222,8.426,10.12,1.814,2.339,5.427,-1.544,9.357,11.83,12.395,9.706,5.257,7.583,3.119,5.528,1.152,9.138,5.042,-3.026,4.178,10.607,12.103,7.735,10.612,9.453,8.214,2.727,5.268,-1.6,-1.433,10.007,8.591,11.389,4.788,2.701,4.564,9.448,10.831,0.296,6.422,9.928,6.734,3.255,8.601,6.668,12.458,3.221,-2.033,14.532,3.192,8.091,5.686,2.168,1.736,7.166,10.247,4.516,9.793,3.957,10.371,0.668,8.575,7.459,2.627,1.323,0.565,3.688,-2.571,5.492,0.657,12.122,0.166,9.036,10.085,-4.229,1.462,11.386,8.086,-0.189,6.132,9.029,8.359,-3.908,12.609,9.073,8.318,8.178,10.373,2.545,7.523,10.126,9.751,4.094,0.353,11.663,-1.235,12.406,9.79,2.304,4.332,3.038,4.607,6.913,6.035,10.744,9.556,8.137,6.296,6.524,4.397,2.985,4.892,10.882,0.167,12.299,-0.03,6.332,-1.711,9.296,-3.05,4.495,3.387,8.896,8.06,5.707,0.273,2.639,8.279,8.97,4.343,7.482,1.303,-0.59,2.307,8.697,8.031,7.564,12.935,7.674,-0.413,2.49,3.908,0.717,5.295,5.288,3.519,6.499,5.728,9.559,-0.894,5.801,8.737,-0.732,6.58,14.778,9.102,6.383,5.979,6.465,8.125,5.424,5.066,11.121,1.52,6.701,1.195,6.307,0.919,2.06,4.622,0.269,6.08,0.276,4.994,8.92,11.781,3.347,8.763,2.201,2.66,7.11,3.799,4.795,12.194,3.269,5.133,8.277,1.966,1.681,0.13,6.283,5.448,1.52,-2.649,1.231,5.273,4.653,4.308,3.314,6.03,4.624,4.153,7.804,3.63,4.412,4.987,3.997,-0.115,-0.377,9.173,0.226,5.511,9.908,6.208,5.218,6.442,3.18,6.646,-2.722,2.711,5.994,11.003,4.513,10.324,0.873,7.276,7.708,5.383,-0.399,2.879,7.871,8.747,5.414,1.861,9.789,1.994,0.407,5.446,3.576,7.901,2.885,4.977,-4.0,4.84,5.092,0.468,4.523,7.816,7.913,-0.732,5.134,0.121,7.288,0.532,11.111,-1.197,10.402,6.909,-1.585,5.756,8.148,-0.928,2.361,2.143,3.598,13.54,0.485,5.998,8.238,4.163,11.128,9.758,1.926,-1.389,-2.722,2.183,7.252,9.482,12.237,6.933,-0.312,6.663,2.637,6.902,4.109,7.227,10.046,4.297,3.593,2.176,4.219,11.438,3.881,7.57,-3.153,4.688,5.113,1.807,4.756,2.65,7.634,10.53,6.186,0.445,2.502,2.781,10.122,-2.42,5.704,6.533,5.649,6.713,5.689,-3.494,1.661,1.189,0.223,0.97,8.747,7.123,-5.238,0.294,-0.433,10.15,-0.985,3.261,7.803,8.025,6.189,7.614,1.69,6.715,6.071,-2.275,5.452,9.661,-3.897,-1.545,1.685,5.978,0.246,6.167,7.571,6.292,1.432,3.0,2.534,3.045,5.992,12.009,1.902,2.121,-1.455,9.144,6.355,8.255,5.565,5.621,9.466,5.734,2.545,6.227,2.575,3.125,6.382,0.643,9.463,0.538,-0.528,-0.95,12.826,-2.355,5.278,2.297,-0.573,5.733,8.269,-1.562,6.806,11.225,1.14,0.878,2.715,5.855,6.545,1.583,3.225,2.223,4.937,3.239,-0.309,9.482,-1.155,8.191,7.46,4.678,4.903,-2.062,3.624,3.621,1.315,8.006,7.062,2.142,11.497,1.588,3.272,4.448,6.268,3.547,6.542,3.562,0.041,3.062,4.203,0.624,1.365,8.932,-2.354,1.797,7.765,1.845,-2.769,2.345,5.907,0.842,1.171,-2.825,2.071,8.206,4.719,3.744,1.865,1.581,-1.153,4.263,-0.113,-3.461,9.43,7.64,1.448,-0.987,1.745,7.823,1.873,6.055,10.049,-1.582,5.634,5.096,5.022,2.041,9.773,-1.99,2.766,0.586,7.031,-0.12,-2.357,5.338,1.082,1.939,0.355,0.618,1.991,0.432,2.312,4.656,-0.739,5.047,4.821,2.013,-1.253,-1.777,-2.325,1.549,1.657,2.389,5.132,1.19,4.055,-0.061,5.633,3.387,1.919,2.412,0.809,3.499,0.447,2.863,5.87,4.462,-1.545,2.319,-1.346,4.36,1.359,-2.786,3.01,1.913,1.187,1.672,2.1,1.609,1.037,12.525,9.074,2.402,2.538,3.799,1.794,3.983,1.8,-1.364,3.976,2.293,-1.853,0.351,-1.039,-5.046,4.523,0.108,3.234,0.539,4.143,-0.828,-1.498,3.354,-1.858,-0.229,-0.036,1.209,2.302,-1.611,-0.519,-1.601,1.889,2.52,0.59,-0.043,-0.679,0.097,1.49,1.876,0.417,-0.962,-3.341,0.633,-1.081,0.98,1.009,0.702,3.698,2.71,-2.725,-1.071,5.591,3.72,-0.675,0.995,5.07,4.505,0.728,-2.435,0.415,0.49,-0.239,3.562,-0.597,1.95,1.83,7.706,2.474,2.468,4.26,4.226,-0.062,4.986,-1.813,1.621,0.319,0.794,5.325,2.186,2.493,1.078,-2.787,-1.178,4.459,0.285,0.868,1.445,1.5,2.927,0.257,4.664,-1.25,4.151,1.045,1.646,0.701,-0.34,4.551,1.086,0.397,3.289,-2.62,0.473,2.766,5.14,1.965,3.306,0.915,3.125,0.992,-0.598,4.245,3.732,2.657,0.423,0.694,2.437,-3.025,-1.227,-1.902,-4.439,1.888,-2.352,0.764,-2.457,1.009,-1.515,0.385,7.499,4.297,0.233,3.79,1.482,-0.917,-0.51,2.789,5.738,0.731,-1.385,6.048,1.951,1.92,2.913,3.946,0.129,3.01,-2.954,2.388,-0.56,-0.724,0.704,-3.981,0.772,2.131,1.915,-0.583,4.555,5.155,3.755,-0.515,2.712,1.665,0.193,6.932,0.131,4.094,3.191,-1.157,-1.062,0.077,0.739,-2.049,-0.643,0.651,-1.095,1.2,-1.892,-0.348,1.747,-0.838,-0.612,1.418,4.48,1.659,2.55,5.536,2.067,-3.981,9.756,22.895,11.867,11.38,10.688,14.964,14.0],"base_top":[[248058,22.895],[40,19.251],[760,17.008],[27,16.588],[1206,15.687],[1919,15.096],[248068,14.964],[27775,14.778],[3928,14.642],[15947,14.532]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,20,19,21,22,18,29,198,27,15704,16874,62,16,62,20,19,29,198,2117,273,62,21,22,22,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","5","4","6","7","3",">","\n","<","parameter","=p","_","1","_","5","4",">","\n","map","le","_","6","7","7","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.7174,-2.0099,0.5699,0.1694,-1.2686,0.756,0.3598,-0.029,0.098,-0.758,0.0186],[-4.4034,0.2834,7.5985,14.9252,-0.8316,-1.5725,2.4139,-0.8014,0.1106,-0.5533,-0.4091],[-5.2463,-1.1359,11.4762,18.2069,-1.3177,-0.7709,0.1607,-0.2367,0.0978,-0.7947,-0.261],[-2.1932,-1.8882,10.0471,15.9866,-1.9309,-0.276,1.8012,-0.8474,0.0765,-0.8207,0.0551],[-2.9069,-2.5645,10.8258,15.5181,-1.944,-0.706,-1.0012,-0.5988,0.2941,-1.1341,0.7382],[-1.503,-3.5576,9.5165,15.1939,-0.6355,-0.4631,0.7354,-0.8099,0.5542,-1.2077,0.1687],[-3.0493,-1.7139,13.0831,20.9758,-2.6746,-0.0802,-0.5077,-1.6225,0.4163,-1.424,0.1483],[-1.8883,-1.7971,17.3125,20.5911,-1.7146,-1.2858,-1.5042,-0.9523,0.3056,-1.4704,-0.3956],[-2.4714,-2.2445,14.4943,21.8057,-0.539,-2.3094,-1.0944,-1.3374,0.0322,-1.2648,-0.4361],[-2.9173,-2.4068,13.1826,20.7671,-1.0773,-2.7594,-0.982,-1.4364,-0.0663,-1.4253,-0.3094],[-3.22,-3.0321,11.6007,17.7224,0.2801,-0.8866,-1.5959,-1.4757,-0.08,-0.9544,-0.2895],[-4.1701,-2.4039,10.8319,21.101,-0.6095,-2.5785,0.5328,-1.6271,0.1695,-1.4917,-0.2],[-4.7463,-1.4185,10.613,22.8333,-1.3051,-2.0414,0.9114,-0.7923,0.0616,-1.1475,-0.0754],[-5.8794,-0.365,9.9415,21.2741,-1.8011,-2.435,1.9819,-0.0849,-0.0396,-1.0374,-0.3672],[-4.848,-0.4963,10.6003,17.6249,-1.596,-1.0982,0.3501,-0.2339,-0.2468,-1.0647,-0.1874],[-1.5173,-0.6433,9.753,17.0871,-2.4685,-1.2113,3.5376,-0.359,-0.1134,-0.885,-0.5904],[-2.2906,-1.8471,10.188,20.2134,-2.7226,-1.121,-1.0242,-0.6721,-0.0925,-1.0722,0.1738],[-3.6173,-1.2068,10.9765,22.0791,-2.7852,-1.4377,1.0578,-0.8838,0.146,-1.2756,-0.2589],[-2.9423,-2.4744,14.9095,22.7782,-2.2592,-1.4771,-0.3072,-0.2885,0.1402,-1.4703,-0.7816],[-3.2259,-2.2535,11.806,22.3846,-2.3381,-1.6849,0.4122,-1.4088,0.2602,-2.0667,-0.2354],[-2.6028,-2.6874,15.9209,21.7485,-2.6999,-2.5527,-0.9957,-0.7224,0.1743,-1.6307,-0.6327],[-2.9093,-2.07,13.1573,22.4418,-0.2724,-2.3634,0.1411,-1.2009,0.0756,-1.521,-0.2672],[-5.4692,-2.3814,13.0288,21.9156,-1.3888,-2.4939,1.3588,-0.4815,0.1328,-1.7142,-0.0167],[-4.5764,-1.8995,15.5781,20.2497,-3.0973,-0.7924,2.5508,-0.3156,0.2514,-1.5606,-0.0212],[-2.5652,-1.8664,19.5227,15.9415,-0.9143,-0.7809,-0.3514,-0.5649,0.2184,-1.6198,0.0427],[-3.1811,-1.0672,14.3457,21.1185,0.1024,-0.4966,-0.7542,-1.3334,0.2257,-1.5222,0.1932],[-4.4937,-0.8033,13.566,23.1146,-2.0397,-0.5085,0.5609,-1.2651,0.178,-1.41,0.0554],[-2.7418,-2.0911,16.6976,21.9459,-2.1956,-1.1003,-1.1236,-0.6661,-0.0034,-1.4829,-0.4134],[-3.2777,-2.2033,13.2955,20.5404,-0.5668,-0.7372,-1.5478,-1.4138,-0.1722,-1.4807,-0.4716],[-3.2846,-1.428,13.0523,21.4323,-0.2624,-0.6244,-0.5717,-1.2275,0.0445,-1.6851,-0.5177],[-3.8231,-1.1936,11.8273,21.2698,-0.5873,-1.6628,0.4868,-0.6172,0.176,-1.5905,-0.1634],[-4.0627,-1.3297,11.9195,19.026,-1.0293,-1.0805,0.5212,-0.4718,0.1944,-1.4569,-0.6005],[-2.8772,0.4007,10.9614,16.7463,-1.5113,-0.7737,0.7464,-0.2974,-0.0374,-0.6601,-0.5684],[-3.8765,-0.0304,9.0054,21.1937,-1.3237,-2.2772,1.0641,-0.9149,0.1686,-1.1644,-0.1502],[-2.6818,-1.8442,11.2539,21.1764,-1.1311,0.1489,1.1102,-0.3748,0.0063,-1.2924,-0.1557],[-3.5527,-0.2495,9.4242,16.6536,-1.0373,-0.358,0.0724,-0.5732,-0.0991,-1.1349,-0.4036],[-1.3605,-0.8061,10.1929,18.1322,-2.9012,-0.606,2.9357,-0.4183,-0.1374,-0.7309,-0.4216],[-2.2312,-1.6328,10.0843,20.9113,-2.4252,-1.2393,-1.3218,-0.7187,-0.2076,-1.1477,0.037],[-2.5456,-0.2899,10.6617,20.035,-1.7315,-2.7291,-0.5038,-0.6272,-0.036,-1.29,-0.1809],[-4.5011,-1.8619,11.1595,22.1325,-0.6606,-2.0204,-0.3429,-0.8226,-0.1466,-1.6181,-0.2046],[-3.2552,-1.2034,13.0881,19.7917,-2.5025,-1.3446,0.6924,-0.3104,-0.0887,-1.1999,-0.1781],[-1.3607,-1.2455,16.6844,17.1112,-1.5985,-1.3595,-1.4505,-0.666,-0.1478,-1.3066,-0.1494],[-4.4575,-1.5052,11.4297,22.6019,-1.6818,-1.7688,0.7916,-0.5954,-0.0874,-1.4998,-0.1693],[-4.6148,-1.3973,12.3575,18.7677,-2.0784,-0.7329,0.9545,-0.416,0.2032,-1.1796,-0.6692],[-2.8415,-0.1661,11.0003,16.3003,-1.6291,-0.5206,1.4627,-0.5877,0.159,-0.6723,-0.7042],[-4.171,-0.5008,8.6168,20.1256,-0.7504,-2.1647,0.386,-0.684,0.2898,-1.0235,-0.0802],[-4.2014,-1.2643,10.8103,20.2397,-1.395,-0.6907,1.003,-0.1811,0.3073,-1.0032,-0.1843],[-4.9384,-0.3393,11.0046,17.6755,-0.8655,-0.5847,-0.2788,-0.4493,-0.0135,-0.9165,-0.1977],[-4.1076,-0.2437,9.5166,16.3572,-1.7404,-0.6045,-0.6129,-0.6991,0.1139,-0.8902,-0.289],[-4.7267,-0.3667,5.8982,13.1126,-0.4666,-1.7898,2.2787,-1.2847,0.2642,-0.8502,-0.1747],[-4.2084,-2.868,9.8648,17.1992,-1.6771,-0.9497,1.9673,-0.3601,0.2776,-1.0769,-0.0114],[-4.2123,-0.2567,8.6238,12.2744,-1.7855,-1.0154,-0.4563,-0.8729,-0.0069,-1.0825,0.0108],[-3.2638,-0.9878,9.7668,13.2766,-2.0487,-0.4909,-1.9403,-0.9763,-0.0705,-1.5148,0.1026]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_54673>\n<parameter=p_1_54>\nmaple_677\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_54673>\n<parameter=p_1_54>\nmaple_677\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_54673>\n<parameter=p_1_54>\nmaple_677\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_54673>\n<parameter=p_1_54>\nmaple_677\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_54673>\n<algorithm=\"maple_677\">\n</parameter>\n<algorithm=\"maple_677\">\n</parameter>\n<algorithm=\"maple_677\">\n</parameter>\n<algorithm=\"maple_677\">\n</parameter>\n<algorithm=\"maple_677\">\n</parameter>\n<algorithm=\"maple_677\">\n</parameter>\n<algorithm=\"maple_677\">\n</parameter>\n<algorithm=\"maple_677","n_tokens":128,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0107","set":"practice","cohort":"need_clarification","family":"queue_end","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: put a value at the back of a queue.\nValue to insert: \"086\". Queue identifier: not provided.\nUnrelated archived note: birch_579, reference 095. These are not inputs to this request.","tools":[{"function":{"description":"Put a value at the front of a queue. Inert synthetic operation.","name":"prepend_queue","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"queue":{"description":"Queue identifier","type":"string"},"value":{"description":"Value to insert","type":"string"}},"required":["queue","value"],"type":"object"}},"type":"function"},{"function":{"description":"Put a value at the back of a queue. Inert synthetic operation.","name":"enqueue","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"queue":{"description":"Queue identifier","type":"string"},"value":{"description":"Value to insert","type":"string"}},"required":["queue","value"],"type":"object"}},"type":"function"}],"prompt_tokens":594,"decision":{"rms":0.3628871201087942,"sumsq":134.84652742743492,"hb":[-0.06802,-0.04119,-1.40177,0.13225,-0.95872,0.22371,-0.35898],"lse":22.208714127455718,"logits":[12.344,13.333,13.898,12.329,11.984,9.222,8.571,8.868,10.105,11.962,10.057,15.874,11.276,11.495,13.092,10.931,10.292,10.031,9.957,9.49,19.529,8.682,9.867,14.462,13.292,11.946,9.852,8.924,12.912,9.556,8.054,12.966,14.344,7.63,10.261,8.573,6.965,11.541,6.912,8.209,12.906,7.34,7.637,11.493,2.98,7.288,0.472,11.118,6.938,13.474,3.217,7.987,8.201,9.237,7.927,6.268,9.669,13.676,10.43,6.108,12.325,13.781,3.032,7.201,9.583,11.418,6.174,8.949,3.699,16.952,9.691,10.205,9.316,2.321,7.834,2.547,9.471,5.415,12.204,9.207,8.952,11.242,8.168,8.872,10.509,7.742,7.76,3.426,8.533,11.578,-0.232,6.832,15.492,10.157,5.441,7.526,11.231,-2.624,0.948,5.336,7.045,9.006,0.739,7.839,0.9,13.206,9.593,4.981,6.02,14.196,6.655,9.825,5.913,4.87,7.87,10.471,15.283,4.824,6.258,11.356,10.845,10.669,12.024,14.287,12.908,13.53,1.057,11.402,11.844,6.887,0.128,7.003,2.999,5.552,10.679,9.03,4.44,12.676,5.316,8.429,7.027,13.796,14.38,3.203,1.171,5.094,11.889,0.675,17.118,0.551,-2.903,9.132,6.726,7.535,4.014,10.734,5.712,9.066,7.228,8.997,8.212,3.599,9.832,-0.996,8.043,5.048,9.148,7.695,-5.368,11.177,11.063,10.692,13.255,5.898,7.981,7.333,11.507,6.008,12.024,6.388,6.878,3.138,5.894,4.011,9.37,17.19,6.021,10.124,0.984,9.662,9.829,2.516,11.191,10.115,8.58,3.649,11.356,12.245,9.061,2.156,4.959,12.561,6.27,1.932,10.946,6.694,12.335,10.275,3.17,10.964,1.588,13.709,15.638,1.58,8.027,4.972,-3.446,4.819,3.001,2.802,10.408,7.294,7.917,4.203,-1.696,5.796,7.765,4.66,0.913,3.141,11.132,-0.2,1.839,7.499,8.971,10.18,7.249,8.298,6.936,7.862,9.705,3.432,6.08,5.693,5.886,12.518,-1.249,-1.553,11.044,9.824,0.329,13.613,8.153,6.548,5.625,0.94,11.035,12.979,6.781,11.508,11.115,11.75,4.451,2.646,6.352,8.899,2.363,9.698,5.736,14.051,0.661,1.825,0.601,0.711,2.903,10.447,5.931,4.192,5.972,2.288,14.551,7.525,-0.236,6.117,4.561,8.441,-2.262,8.308,10.977,10.134,9.385,4.364,11.373,10.292,8.937,9.177,10.153,9.617,13.188,8.085,11.326,6.847,4.381,8.514,7.488,3.617,6.389,11.557,1.968,8.501,7.661,5.833,11.825,2.783,-1.946,-2.439,7.844,6.899,-3.819,1.119,1.71,8.039,7.18,7.664,5.402,10.711,-3.085,-2.225,7.822,9.939,14.787,7.526,4.402,9.534,13.622,5.797,9.174,3.158,4.107,5.293,-2.254,10.066,13.179,10.994,6.865,5.686,6.417,7.763,7.915,5.486,13.152,2.733,-0.847,5.3,11.863,12.317,6.361,11.282,8.85,8.649,0.287,5.755,0.557,-0.283,11.835,12.478,10.671,4.814,1.507,3.988,9.514,12.691,0.213,6.751,10.154,5.253,5.816,10.417,8.851,12.673,4.206,-1.613,13.535,2.046,6.585,4.723,2.627,3.461,10.787,13.106,2.826,12.547,1.698,11.334,-1.509,11.541,8.22,2.483,1.163,1.844,4.955,-2.836,4.795,0.395,10.352,0.868,14.231,12.934,-1.282,1.313,10.778,8.292,3.464,3.907,8.643,9.281,-1.847,8.947,6.317,9.301,10.313,9.728,1.805,8.803,3.846,7.951,2.418,0.707,12.574,-1.191,10.603,10.169,5.856,6.57,1.775,5.91,8.52,4.775,13.459,13.27,7.715,8.706,9.88,5.366,3.025,4.362,9.389,1.65,10.611,1.407,6.191,2.889,9.642,-1.195,2.749,3.456,7.858,5.111,3.393,1.417,0.868,10.64,10.469,8.401,9.847,3.438,-0.108,3.071,7.646,8.205,8.089,11.997,7.518,-0.522,1.451,1.593,0.884,6.252,6.145,2.946,10.167,4.742,8.724,-1.073,6.338,9.741,-1.717,7.973,14.417,7.789,5.594,8.645,6.05,10.226,6.077,5.25,12.505,-1.532,6.272,4.414,6.37,1.311,2.797,5.06,1.367,5.163,1.257,4.032,11.547,12.515,6.062,8.386,-1.988,6.058,7.493,3.308,10.95,12.571,6.557,6.547,5.69,1.748,0.313,-2.674,6.29,4.869,2.26,-1.852,0.135,7.925,4.84,3.244,3.411,4.761,6.493,5.138,8.951,2.883,3.852,5.868,4.809,4.258,0.355,12.76,1.034,5.849,9.839,5.541,4.194,6.565,0.47,4.664,-0.86,0.403,8.058,8.867,5.136,11.223,5.023,5.022,6.85,3.268,-1.613,3.298,7.097,8.894,7.489,3.817,8.631,4.153,-0.291,5.223,7.226,8.65,1.119,6.489,-1.425,5.486,6.945,2.755,2.558,6.195,12.396,-0.991,1.99,1.881,7.371,-0.79,9.709,-0.403,8.733,11.704,-3.22,6.793,11.101,-0.876,4.073,2.148,6.254,11.744,3.99,5.222,7.253,4.08,10.327,9.158,0.007,-1.647,-3.779,-0.65,5.95,12.018,9.135,7.812,-1.823,6.938,4.322,8.029,4.361,6.41,8.525,7.416,5.241,2.66,3.05,10.135,3.839,8.914,-2.169,5.167,6.913,1.19,3.903,1.202,9.643,11.111,5.071,-0.489,0.094,7.589,8.49,1.599,6.074,5.207,6.351,6.803,5.713,-4.604,3.96,3.094,-1.26,3.621,7.559,8.361,-2.166,3.03,-4.025,12.064,0.264,4.672,6.852,4.513,6.665,9.728,1.71,5.086,6.885,0.601,5.33,9.313,-3.531,-0.962,3.071,3.65,2.898,6.273,6.894,7.913,-0.514,4.077,3.08,2.167,6.534,9.051,-0.241,1.41,0.742,9.537,4.487,7.283,6.438,5.375,8.788,6.218,4.625,5.13,-1.651,1.597,5.015,0.871,5.358,3.549,1.541,1.011,12.429,-2.464,6.266,5.436,2.08,4.343,7.208,-1.376,7.592,11.547,2.545,-0.895,6.441,8.034,3.544,3.233,5.91,1.622,4.1,2.44,4.083,7.829,-0.2,7.187,8.478,4.338,4.711,1.91,3.844,5.364,-1.403,7.419,8.366,3.554,12.114,4.311,3.801,5.819,4.909,4.019,6.88,2.454,3.364,2.036,8.623,1.142,-1.525,9.203,2.078,-0.985,7.125,0.956,-3.928,0.253,8.642,1.57,4.855,-1.366,4.685,9.126,4.832,3.367,0.903,0.015,0.339,3.33,-1.394,-2.738,6.536,7.89,1.773,-0.988,2.016,6.32,0.939,6.065,12.023,-2.983,8.21,5.646,4.926,6.942,10.314,-1.62,0.971,2.163,8.855,-2.608,-1.404,3.784,3.279,-2.896,-1.867,-0.407,0.79,-0.91,2.819,4.344,-2.682,6.626,4.142,0.135,-1.804,-3.329,-3.692,1.356,2.321,0.927,4.391,0.554,4.171,2.426,4.306,0.997,-0.927,0.718,0.035,3.089,1.59,3.798,2.495,4.047,-0.436,2.092,0.498,3.382,0.466,-1.349,4.442,1.179,0.263,0.017,1.694,-1.571,3.351,11.496,9.409,1.658,3.9,1.74,5.134,5.271,-1.323,0.409,2.232,2.283,-0.059,0.064,-1.372,-5.634,4.183,-0.322,1.767,0.342,0.308,-1.073,-2.056,3.538,-0.334,-0.547,1.227,0.519,1.221,-1.8,0.159,-2.803,1.55,1.305,0.879,0.365,0.338,-0.164,1.469,3.978,0.202,-0.815,-1.611,-3.39,2.311,0.619,2.763,0.87,2.382,2.089,-2.132,-3.813,6.36,3.836,1.79,3.372,2.561,3.592,0.323,0.455,0.032,-1.835,-0.411,5.147,-0.616,1.922,1.106,4.183,2.026,1.322,4.069,4.004,0.073,4.531,-2.432,0.429,0.778,-1.318,2.037,0.036,0.195,3.068,-4.118,-1.915,5.959,-1.266,1.262,-0.215,1.531,4.983,-1.174,5.202,0.802,1.408,2.201,0.378,0.311,-1.429,3.75,3.3,0.968,2.56,-2.673,1.182,1.031,4.703,0.604,2.238,-0.317,1.377,-0.473,-0.424,2.584,2.332,3.337,0.884,-0.605,5.637,-3.204,-1.419,-0.631,-1.313,2.693,-1.718,-0.705,1.291,-1.062,0.823,-0.491,4.179,5.141,-0.422,0.59,1.547,1.17,-0.223,0.283,4.165,1.997,0.761,6.38,1.085,4.443,2.527,6.193,-1.459,4.948,-2.591,0.246,0.496,-0.781,-1.09,-1.764,-3.838,2.314,2.87,-1.633,3.229,2.94,3.033,0.395,3.683,2.566,1.199,3.554,0.803,3.916,4.528,-2.043,-0.675,0.863,-1.299,-2.465,-1.054,-1.074,1.57,4.224,-2.441,2.902,3.406,-2.503,-1.387,4.401,2.673,0.078,3.131,3.547,0.504,-4.104,9.785,22.089,10.412,11.855,11.914,14.992,14.237],"base_top":[[248058,22.089],[40,19.529],[3928,17.19],[2665,17.118],[760,16.952],[27,15.874],[5328,15.638],[1206,15.492],[1919,15.283],[248068,14.992]]},"positions":{"tokens":[248058,198,27,1628,28,59300,29,198,27,15704,28,4435,29,198,1856,3766,198,510,15704,29,198,27,15704,44984,29,198,15,23,21,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","enqueue",">","\n","<","parameter","=","queue",">","\n","not"," provided","\n","</","parameter",">","\n","<","parameter","=value",">","\n","0","8","6","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[0.8091,0.5192,-0.3948,-0.3606,-2.0023,0.5426,-0.6155,-0.1048,0.0423,-0.7133,-0.0379],[-3.7475,0.3047,7.6849,15.3532,-1.2371,-1.8842,1.0555,-0.8785,0.0351,-0.6084,-0.3884],[-3.8419,-0.9942,10.6589,17.9167,-2.0742,-0.8717,-0.3207,-0.2301,-0.0241,-0.6848,-0.1858],[-1.5747,-1.4221,9.4946,16.5858,-2.4666,-0.8504,1.4162,-0.8886,-0.2501,-0.4907,-0.033],[-2.004,-2.249,8.6594,16.7192,-2.7183,-0.7304,-1.4345,-0.3992,-0.342,-0.8984,0.362],[-0.8402,-2.0634,12.0564,13.8306,-1.7324,-1.0076,-0.8542,-0.729,-0.1709,-1.0321,-0.0166],[-4.4234,-1.6094,10.4913,22.4564,-1.1807,-1.2764,0.3201,-0.8903,-0.1927,-1.4193,0.3001],[-4.6394,-0.7305,10.8682,22.2708,-2.2796,-1.5154,1.6128,-0.4263,-0.1266,-1.0128,-0.0697],[-4.0969,-0.9918,12.1376,18.5186,-1.988,-1.2974,0.2649,-0.4872,-0.2589,-1.158,-0.0212],[-0.7932,-1.0758,10.1287,17.594,-3.2958,-0.71,2.9771,-0.9678,-0.4085,-0.9392,-0.0985],[-1.2049,-1.1317,9.8078,19.0997,-3.7457,-1.28,-0.782,-0.8319,-0.3316,-1.1496,0.4117],[-0.524,-1.1352,12.1444,15.9218,-2.8026,-1.5287,-0.6646,-1.3048,-0.173,-1.1966,-0.0134],[-1.1442,-0.6489,9.3744,20.6414,-2.5724,-2.7085,0.7465,-0.966,-0.3863,-1.7807,0.0893],[-0.2431,0.1593,11.4414,17.0672,-1.8103,-2.4194,2.0699,-0.7181,-0.0216,-1.7764,-0.0653],[1.59,0.8733,13.9518,12.7888,-0.6019,-2.1187,-0.2777,-0.6891,-0.0394,-1.5295,-0.0496],[-0.7464,-1.2373,9.3682,18.5544,-1.1956,-0.9549,0.242,-1.2028,0.1007,-1.6516,-0.0764],[0.0963,0.3527,8.8349,20.0457,-2.8049,-1.7263,0.7753,-1.1073,0.0028,-2.2953,0.0734],[-2.8481,-0.0323,12.4172,20.031,-1.8523,-1.6075,0.9178,-0.6021,0.1407,-1.5266,-0.3499],[-2.1939,0.7586,11.7443,17.8035,-1.77,-0.8148,0.3228,-0.5998,-0.0707,-0.658,-0.5399],[-4.0564,0.5296,10.0096,22.3008,-1.8319,-3.5165,0.8781,-0.8998,-0.0077,-1.2409,-0.2046],[-2.2173,-0.4605,11.4647,22.2756,-1.9552,-0.3818,1.7537,-0.5383,0.0756,-1.2897,-0.1533],[-4.5032,-0.162,10.7261,18.1752,-1.9254,-0.9874,0.3718,-0.2437,-0.1498,-1.0464,-0.1967],[-0.6633,-1.0188,11.1429,18.845,-3.1719,-1.3751,1.9688,-0.415,-0.3357,-0.8793,-0.0077],[-1.3962,-1.011,10.7157,20.2553,-3.9496,-2.2585,-0.4882,-0.5843,-0.2304,-1.2744,0.3599],[-3.8539,-1.7719,11.733,21.6356,-1.9051,-1.3298,0.4617,-1.0289,-0.0409,-1.4251,0.0079],[-2.8786,-1.3261,13.7538,19.2818,-2.8379,-0.8144,0.777,-0.3382,0.1047,-1.1415,-0.3257],[-1.2108,-1.3731,16.7388,15.3383,-1.9782,-0.8092,-2.1399,-0.1008,0.0149,-1.0762,-0.3015],[-3.1624,-1.9809,13.8033,20.592,0.0231,-1.4785,-0.2243,-0.6947,-0.0189,-1.2457,-0.4146],[-3.0978,-1.5275,13.5265,21.3144,-0.8189,-2.7662,-0.5092,-0.9527,0.1699,-1.0416,-0.3806],[-3.5352,-1.3837,11.6222,20.7745,-1.249,-2.1887,0.1806,-0.5818,0.1179,-1.3722,-0.2781],[-3.863,-0.8927,11.7664,18.3862,-1.4104,-1.0433,0.5944,-0.5083,0.106,-1.2489,-0.4258],[-3.3693,0.1241,11.8838,19.028,-1.8367,-0.6263,1.4582,-0.5601,-0.0456,-0.6251,-0.5645],[-3.5228,0.3825,9.0093,20.6783,-1.0513,-2.4301,1.066,-0.8577,0.212,-1.1392,0.0119],[-2.6997,-1.1565,9.5727,20.4631,-1.1585,0.0515,1.8751,-0.5323,0.0541,-1.2173,-0.0266],[-2.8457,0.8381,9.7308,16.4681,-0.9338,-0.462,0.2139,-0.5578,-0.1748,-1.043,-0.1652],[-3.5609,0.5018,10.6537,17.7847,-1.8955,-0.2161,-0.7304,-1.0523,0.0771,-0.9924,-0.3732],[-4.6798,0.0803,6.9399,15.1295,-1.0887,-1.9598,1.5371,-1.065,0.2583,-0.7776,-0.2465],[-2.4003,-1.5633,10.2096,18.8468,-1.7376,-0.6789,2.2955,-0.1586,0.2084,-1.1787,-0.0548],[-4.4788,0.0539,9.005,13.4385,-1.9616,-1.1107,0.1136,-0.8671,-0.0891,-1.1984,0.0739],[-3.0497,0.6439,10.0859,14.118,-1.9253,-0.1935,-1.9815,-1.0122,-0.046,-1.6611,0.1431]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=enqueue>\n<parameter=queue>\nnot provided\n</parameter>\n<parameter=value>\n086\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"INENENONONO","n_tokens":7,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":40,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=enqueue>\n<algorithm=086>\n</parameter>\n<algorithm=086>\n</parameter>\n</function>\n</tool_call>","n_tokens":38,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0149","set":"practice","cohort":"valid_call","family":"collection_size","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_33702 {\"p_1_88\": \"birch_660\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_983, reference 080. These are not inputs to this request.\nThe operation I need is: return only the number of members of a collection.\nIdentifier of the collection: \"birch_660\".","tools":[{"function":{"description":"Return only the number of members of a collection. Inert synthetic operation.","name":"fx_33702","parameters":{"additionalProperties":false,"properties":{"p_1_88":{"description":"Identifier of the collection","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_88"],"type":"object"}},"type":"function"},{"function":{"description":"Return the members of a collection. Inert synthetic operation.","name":"fx_24592","parameters":{"additionalProperties":false,"properties":{"p_1_88":{"description":"Identifier of the collection","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_88"],"type":"object"}},"type":"function"}],"prompt_tokens":586,"decision":{"rms":0.3829904015247706,"sumsq":150.20098320394754,"hb":[-0.00396,-0.06689,-2.0657,0.1685,-1.47765,0.00761,-0.41859],"lse":23.954556872585474,"logits":[13.78,12.781,13.051,13.412,13.768,12.841,11.784,10.898,13.441,13.375,12.951,16.943,9.762,11.438,12.724,8.334,7.353,12.219,10.809,7.657,18.806,8.302,8.864,12.391,12.006,10.964,8.503,7.36,10.498,7.47,8.515,13.458,13.622,7.491,11.88,12.869,8.447,11.732,8.634,8.22,12.432,8.646,7.084,11.786,3.905,6.845,1.396,11.01,3.592,13.012,5.178,8.055,8.608,7.392,7.988,3.859,9.133,12.567,10.423,7.827,6.84,13.019,4.969,9.819,8.528,11.501,7.34,7.263,0.657,17.808,7.268,7.179,7.668,-0.971,8.42,2.032,9.554,5.281,7.831,9.857,8.962,8.25,6.907,7.619,9.184,4.164,6.909,3.44,8.442,12.476,1.804,6.388,15.712,11.479,3.184,4.186,12.089,-1.398,3.556,3.569,5.227,3.921,0.651,6.687,0.74,12.344,8.962,4.416,6.626,9.548,5.657,10.206,4.14,6.669,4.408,9.744,14.794,5.989,6.088,8.169,11.021,8.927,11.357,13.131,11.834,10.708,3.633,9.211,7.319,6.931,1.025,7.472,5.093,7.335,11.95,6.675,4.002,12.197,6.129,11.444,6.454,13.001,10.69,3.398,-1.021,5.958,10.286,2.082,14.22,2.993,-2.288,11.375,7.457,6.978,3.144,8.962,7.676,9.549,7.94,8.714,7.395,5.055,7.607,-3.057,6.1,3.197,9.06,8.88,-4.251,11.107,10.712,11.051,11.71,8.293,7.732,6.685,7.585,6.309,10.604,7.021,5.391,3.199,10.213,4.39,6.279,15.433,3.14,9.564,-2.503,10.705,9.577,4.182,10.19,14.425,7.722,4.161,7.141,10.272,7.927,3.42,4.889,11.996,6.31,3.807,11.173,6.799,11.141,8.307,3.868,11.033,1.848,10.754,12.627,3.775,8.351,4.479,-4.425,1.047,4.872,3.742,7.955,7.045,6.26,3.65,-0.959,5.777,7.44,4.851,1.249,3.141,11.553,0.071,3.226,4.571,6.407,11.163,3.949,7.461,5.873,7.351,7.149,2.787,3.145,1.844,3.217,12.221,0.909,-3.416,7.27,7.725,-1.877,11.145,8.44,6.025,3.804,-2.354,12.996,10.996,6.597,11.457,9.347,8.483,6.105,0.121,2.699,7.116,11.027,8.564,3.448,12.796,0.184,2.827,0.672,0.872,1.607,6.105,7.264,5.084,6.315,-0.566,10.177,8.392,-0.025,6.612,4.268,7.334,-1.324,7.751,10.408,9.181,7.104,5.35,9.878,8.201,6.767,10.785,10.475,11.934,12.484,7.047,9.067,6.256,5.893,7.979,6.332,2.914,5.089,8.888,-0.531,10.021,7.541,2.769,12.184,2.165,-1.379,-2.694,7.122,8.256,-5.034,0.401,4.558,9.34,7.292,6.181,6.998,10.136,-1.822,-3.449,6.076,8.329,13.439,8.297,1.251,9.015,12.56,7.265,8.837,0.456,2.577,5.063,-2.481,9.818,12.218,12.895,8.854,5.004,6.977,4.525,5.713,2.479,9.547,5.102,-2.433,5.019,10.444,12.36,6.016,10.267,8.834,7.825,-0.04,3.281,-2.536,-0.29,12.394,11.304,11.258,4.471,2.811,3.428,6.702,12.243,-0.154,5.434,8.755,5.346,4.941,7.981,6.755,11.436,4.737,-2.484,14.16,3.517,5.402,5.205,1.711,1.979,9.534,10.243,1.878,10.242,3.658,9.389,-0.889,9.33,6.606,2.145,0.718,1.829,4.656,-4.012,4.463,-0.901,10.546,0.489,8.291,10.108,-3.566,1.389,11.258,6.703,1.201,6.008,7.315,7.058,-1.882,12.881,6.996,8.115,7.041,10.443,2.541,7.387,9.471,8.9,5.325,0.343,10.853,-2.032,10.972,8.933,3.676,4.425,3.207,5.537,5.224,6.349,12.444,10.459,7.904,5.96,5.61,5.619,2.902,4.823,9.589,-0.401,8.428,1.048,6.856,1.417,7.91,-1.147,5.571,3.678,8.408,5.543,3.503,-0.119,2.536,9.295,12.011,6.565,10.511,2.306,-0.317,3.855,7.044,5.986,6.294,10.564,8.011,1.387,3.218,1.32,0.905,5.261,3.097,2.956,7.407,5.312,8.576,0.097,5.099,9.115,0.577,9.432,15.031,9.285,4.594,4.66,5.88,8.274,2.547,4.925,10.524,1.091,6.266,2.09,5.238,1.901,1.444,4.06,2.104,1.939,-0.978,3.64,7.699,12.259,2.131,9.133,1.875,2.585,7.252,3.935,8.788,11.419,4.959,6.132,6.684,2.374,2.022,-1.051,3.989,4.173,1.301,-1.401,0.204,6.565,5.41,3.539,2.84,5.23,5.165,5.85,8.764,2.221,2.242,6.516,3.238,2.441,0.946,10.47,1.192,9.122,8.646,6.148,5.299,7.172,3.179,5.667,-0.277,1.835,5.731,7.348,5.39,9.779,2.757,6.559,6.109,3.47,-0.358,2.643,5.641,8.996,5.192,1.775,6.472,1.805,0.328,3.28,4.873,7.941,2.687,3.263,-4.686,5.197,7.299,0.058,4.605,6.584,9.812,-2.063,3.218,1.091,7.162,0.164,11.54,-1.496,10.311,9.687,-0.946,4.118,9.299,-0.707,3.971,3.011,5.541,13.081,1.457,6.001,7.065,4.76,9.121,8.885,0.581,-1.611,-3.412,0.388,6.226,8.564,8.458,5.61,-1.608,7.215,3.891,8.341,2.848,6.281,9.835,7.041,2.724,2.444,4.318,10.159,4.47,6.706,-3.116,4.445,5.451,1.636,3.363,2.32,7.215,10.412,4.72,0.692,2.114,5.152,9.956,-0.423,4.952,6.611,6.251,5.516,5.074,-2.862,2.733,1.865,-0.478,1.5,6.749,6.933,-3.97,0.868,-2.392,10.521,-1.06,1.945,6.094,4.972,8.505,6.441,1.975,6.559,5.992,-3.659,5.252,10.141,-3.18,-1.958,0.949,5.248,0.335,5.7,7.239,6.563,-0.58,3.918,3.109,2.944,5.591,8.94,2.259,0.697,-1.469,9.016,7.708,8.061,3.776,5.125,8.996,5.787,2.91,4.634,-0.274,2.749,6.237,2.825,4.489,2.17,-0.263,-0.341,12.219,-1.584,4.865,2.612,-0.09,5.424,5.99,-2.605,6.421,9.402,1.388,2.813,4.324,6.175,4.663,4.113,3.547,2.396,3.614,2.665,3.544,5.911,-1.034,4.372,8.097,5.438,4.111,-0.339,4.34,4.06,1.076,7.325,6.006,2.458,11.442,1.329,3.533,4.999,4.874,2.683,6.73,1.493,2.121,1.675,6.586,2.148,-1.78,7.461,-0.301,0.115,4.21,2.076,-3.269,2.923,6.507,1.368,2.043,-3.975,2.634,6.895,3.695,5.279,0.439,1.791,-0.682,2.304,-1.181,-4.103,5.197,7.669,0.841,0.222,1.814,4.1,2.353,4.417,10.194,-2.005,5.21,4.42,3.508,2.499,7.108,-0.442,2.494,0.566,7.922,0.549,-0.401,5.54,2.205,2.143,-0.093,0.495,3.497,-0.725,2.848,6.56,-0.152,5.449,4.854,2.02,-1.592,-2.072,-3.206,2.013,2.146,2.662,4.449,1.028,3.968,0.702,6.419,2.026,0.447,1.275,2.362,2.692,1.379,3.974,4.467,5.732,-1.317,2.638,-0.858,3.905,1.384,-3.953,3.189,1.566,0.733,1.778,1.48,0.18,1.194,11.56,9.264,2.355,4.364,3.544,4.296,4.482,0.932,-1.012,3.53,3.703,-1.615,0.592,-0.235,-3.111,3.622,-0.598,2.144,-0.097,2.491,1.005,-1.385,2.682,-2.736,0.247,0.72,0.625,1.856,-0.933,-0.689,-2.37,3.434,1.863,0.253,1.766,0.956,-1.038,1.39,2.902,0.177,-1.1,-3.363,-0.044,-1.326,0.323,1.365,0.847,3.185,1.438,-2.775,-1.355,5.855,4.015,-0.905,0.534,4.428,4.569,2.565,-1.658,2.84,-1.159,-0.139,3.635,-0.882,3.457,1.045,6.421,2.292,3.068,3.768,3.701,-0.326,5.246,-2.157,0.845,-0.197,0.207,4.037,1.826,1.319,1.95,-4.216,-2.155,3.843,0.643,-0.288,1.241,0.81,3.294,-0.514,4.966,-0.398,1.472,2.914,0.947,0.866,-1.167,5.112,1.536,1.907,3.745,-2.994,-0.663,1.643,4.24,0.163,4.723,-1.185,1.896,0.501,-0.639,3.844,2.611,2.877,0.696,0.854,3.56,-2.477,-1.218,-1.246,-2.404,3.13,-2.374,0.906,-2.387,1.659,-0.861,0.63,6.631,4.188,-1.128,2.903,1.946,-0.001,-0.122,-1.326,4.002,0.254,-1.962,6.34,1.988,2.737,3.59,4.831,-0.416,3.525,-2.278,1.633,-1.709,-1.212,-0.599,-3.548,-0.819,1.764,2.88,0.128,4.841,3.891,3.552,0.817,3.085,2.551,1.284,5.513,1.124,2.775,4.765,-2.045,-2.049,-1.476,0.26,-2.879,-0.427,0.576,-1.462,2.746,-2.551,2.124,0.569,0.387,0.283,3.689,3.191,2.414,2.388,5.11,1.092,-4.044,10.174,23.942,11.834,12.081,10.721,16.161,13.195],"base_top":[[248058,23.942],[40,18.806],[760,17.808],[27,16.943],[248068,16.161],[1206,15.712],[3928,15.433],[27775,15.031],[1919,14.794],[4520,14.425]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,18,18,22,15,17,29,198,27,15704,16874,62,16,62,23,23,29,198,42404,329,62,21,21,15,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","3","3","7","0","2",">","\n","<","parameter","=p","_","1","_","8","8",">","\n","bir","ch","_","6","6","0","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.5113,-1.2857,2.039,0.2922,-0.7494,0.2202,-0.7989,0.4163,0.0929,-0.6573,-0.0508],[-4.2307,0.6335,7.91,15.0262,-0.9364,-1.9893,1.7537,-0.8733,0.1665,-0.6023,-0.3513],[-5.2676,-1.0907,11.2826,18.4041,-1.3838,-1.431,-0.1546,-0.1998,0.1116,-0.763,-0.1532],[-2.7282,-1.744,10.711,16.6895,-1.878,-1.0556,1.5725,-0.8063,0.1458,-0.7863,0.088],[-2.94,-2.0617,11.0511,16.109,-1.9436,-0.7589,-0.9676,-0.7239,0.3214,-1.1142,0.7519],[-1.9443,-3.0794,9.4974,14.7071,-0.6599,-0.6955,0.0361,-0.7035,0.5963,-1.0308,0.146],[-4.0915,-1.7835,11.7407,21.4154,-2.3207,-0.6956,-0.3202,-1.3403,0.4304,-1.521,0.0159],[-3.1392,-2.3988,15.7356,20.2758,-1.6658,-1.5965,-1.8313,-0.5848,0.3217,-1.5364,-0.408],[-3.6364,-2.3188,12.5966,19.2606,-1.6565,-2.3015,-1.6029,-1.2991,0.0638,-1.4608,-0.3058],[-3.0751,-1.9009,12.6922,19.5259,-0.2368,-1.0385,-1.286,-1.2369,0.0202,-1.3952,-0.6368],[-2.4227,-1.3808,12.5023,19.1772,0.3495,-1.5652,-1.1444,-1.806,-0.2591,-1.5738,-0.2714],[-3.7727,-0.8321,11.6469,21.1089,-0.2328,-1.6318,0.4757,-1.9265,0.3483,-1.4939,-0.2458],[-4.7766,-1.1224,10.1714,22.2573,-0.9229,-2.5718,0.1732,-0.5917,0.125,-0.9625,-0.0632],[-5.1036,-0.0085,10.738,21.7504,-1.4926,-2.8844,1.4976,0.1517,0.1427,-0.8561,-0.2732],[-4.98,-0.2071,10.6609,18.0109,-1.4366,-1.2294,0.0553,-0.2309,-0.2501,-1.0813,-0.2043],[-1.0364,-0.9159,9.6768,16.8799,-2.1388,-1.396,3.0282,-0.3041,-0.0685,-0.9058,-0.5654],[-1.9909,-1.445,10.0956,19.925,-2.4996,-1.6887,-1.306,-0.7586,-0.0336,-1.04,0.0849],[-3.8479,-1.2718,10.985,22.1338,-2.595,-1.716,0.1438,-1.0384,0.2935,-1.311,-0.2536],[-3.0854,-2.088,14.5016,22.786,-2.19,-1.4601,-0.234,-0.3256,0.1012,-1.468,-0.8008],[-3.425,-1.8583,11.1255,22.1011,-2.0098,-0.8806,0.3014,-1.4862,0.0974,-2.1431,-0.0968],[-2.6831,-2.7318,14.6171,20.1558,-1.6394,-1.2976,-0.9836,-0.8173,-0.0961,-1.7624,-0.5953],[-3.0333,-1.4708,11.5541,20.927,-0.2265,-1.4299,0.6818,-0.9497,-0.014,-1.5009,-0.2699],[-5.0697,-2.2478,13.4293,21.9555,-1.5567,-3.3159,-0.2281,-0.4472,-0.1308,-1.5875,0.0565],[-4.7787,-1.6123,16.5338,19.8083,-3.2244,-2.3425,0.5282,0.0796,0.2071,-1.3566,-0.0621],[-2.476,-1.5034,20.564,15.6721,-1.2569,-2.4217,-2.7515,-0.1529,-0.0122,-1.5002,-0.019],[-4.0772,-0.9447,14.0702,20.2963,-1.5861,-0.1347,0.678,-0.6765,0.144,-1.3162,0.3535],[-3.6334,-0.0299,13.2284,21.3618,-1.8851,-0.4624,0.424,-1.271,0.1661,-1.7205,0.2713],[-2.4568,-1.1114,17.0463,19.9195,-2.1655,-1.1827,-1.7421,-0.5968,0.177,-1.4979,-0.2347],[-2.4897,-2.1016,14.4286,20.9453,-1.2386,-2.1284,-0.8106,-0.9899,-0.006,-1.329,-0.4271],[-3.0933,-0.3821,13.2699,22.1075,-0.8652,-1.3864,-0.2877,-1.311,0.0189,-1.586,-0.2617],[-4.2288,-1.1394,12.1002,20.9381,-0.2227,-2.8357,-0.6501,-0.3284,0.0755,-1.3629,-0.1399],[-4.3377,-1.1131,11.8523,18.6563,-0.9964,-1.0615,0.1862,-0.1861,0.1998,-1.2637,-0.5512],[-2.7663,0.4466,10.6621,16.3753,-1.4174,-0.7345,0.5366,-0.3028,0.0597,-0.568,-0.572],[-3.8426,0.6239,8.6216,20.407,-0.84,-2.7275,1.0981,-0.7832,0.2683,-1.0434,-0.0736],[-2.7067,-0.8673,10.7879,21.2447,-0.1707,-0.7697,1.8046,0.0665,0.1362,-0.9066,-0.2163],[-3.4449,0.3492,9.3844,16.1363,-0.9053,-0.8748,-0.4803,-0.4996,-0.1515,-1.0257,-0.3465],[-1.045,-0.6322,10.4593,17.784,-2.6932,-1.4007,2.3168,-0.2795,-0.1303,-0.7601,-0.3859],[-2.2348,-1.4348,10.2824,20.6478,-2.3179,-1.9298,-1.5804,-0.5545,-0.2082,-1.0012,-0.0058],[-2.4009,-0.0864,10.8613,19.7415,-1.5498,-3.3713,-1.1717,-0.5913,0.0094,-1.3021,-0.1846],[-4.0229,-1.2411,11.0688,21.5157,-0.6759,-2.4738,-1.0531,-0.7805,-0.101,-1.6061,-0.0552],[-3.265,-0.6274,13.4149,19.7667,-2.1186,-2.0277,0.2061,-0.1884,-0.038,-1.2723,-0.0826],[-1.6063,-0.3701,16.9614,16.9229,-0.9025,-2.1847,-2.1222,-0.4553,-0.0778,-1.3443,-0.1378],[-4.6253,-0.489,11.2593,22.5462,-1.227,-2.3235,0.299,-0.4542,0.0393,-1.511,-0.1948],[-4.4804,-0.8492,12.3471,18.4685,-1.698,-0.9493,0.6395,-0.349,0.2375,-1.0966,-0.687],[-2.9979,0.0094,11.4666,16.7211,-1.5571,-0.6001,1.2759,-0.5441,0.1297,-0.5866,-0.7182],[-4.0882,0.5013,7.9577,19.1003,-0.3606,-2.4122,0.2024,-0.5501,0.3671,-0.8823,-0.0112],[-4.2625,-0.218,11.0481,21.2149,-0.8564,-1.6937,1.5704,-0.0063,0.3356,-0.6947,-0.3343],[-5.3021,0.4712,11.4827,17.4206,-0.7435,-1.0971,-0.7115,-0.2958,0.0384,-0.7378,-0.1686],[-4.0023,0.1532,9.5298,15.4589,-1.3506,-0.4287,-0.4189,-0.585,0.197,-0.8126,-0.2635],[-5.1067,-0.1192,6.815,14.5591,-0.5504,-1.7345,1.8711,-1.166,0.2322,-0.7562,-0.1489],[-4.8032,-1.3631,10.7475,18.2385,-0.4638,-1.103,2.6641,0.2883,0.3439,-0.5251,-0.1029],[-3.9646,-0.4479,8.7191,13.1474,-1.7161,-1.4024,-0.3044,-0.7601,0.0249,-1.1912,0.1069],[-3.4412,-0.5954,9.832,13.7471,-1.6774,-0.6456,-1.3467,-1.0679,-0.0587,-1.6041,0.0585]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_33702>\n<parameter=p_1_88>\nbirch_660\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_33702>\n<parameter=p_1_88>\nbirch_660\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_33702>\n<parameter=p_1_88>\nbirch_660\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_33702>\n<parameter=p_1_88>\nbirch_660\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_33702>\n<parameter=p_1_88>\nbirch_660\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0223","set":"practice","cohort":"ambiguous","family":"collection_size","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_750, reference 035. These are not inputs to this request.\nThe operation I need is: return only the number of members of a collection.\nIdentifier of the collection: either \"spruce_561\" or \"spruce_5619\", with no preference specified.","tools":[{"function":{"description":"Return the members of a collection. Inert synthetic operation.","name":"fx_96401","parameters":{"additionalProperties":false,"properties":{"p_1_70":{"description":"Identifier of the collection","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_70"],"type":"object"}},"type":"function"},{"function":{"description":"Return only the number of members of a collection. Inert synthetic operation.","name":"fx_75646","parameters":{"additionalProperties":false,"properties":{"p_1_70":{"description":"Identifier of the collection","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_70"],"type":"object"}},"type":"function"}],"prompt_tokens":601,"decision":{"rms":0.3892025823618828,"sumsq":155.11311371997,"hb":[-0.04949,-0.09611,-1.98896,0.172,-1.40757,0.09531,-0.64493],"lse":23.72815201338485,"logits":[13.812,13.772,11.803,13.278,13.275,12.005,9.775,10.478,12.332,11.67,11.132,16.482,11.436,9.943,13.87,10.019,8.911,11.125,10.676,9.309,20.506,9.114,11.273,13.065,11.507,11.906,9.426,12.351,10.752,8.208,9.569,13.86,14.413,8.516,13.433,11.9,9.3,11.807,9.133,10.502,12.283,9.6,9.206,11.978,6.136,8.356,1.514,11.129,7.741,13.724,4.861,9.416,9.219,9.311,9.229,5.596,10.909,13.699,11.089,7.907,7.566,14.265,4.361,8.405,9.536,12.138,7.027,8.746,0.962,18.454,8.193,8.527,8.719,-0.643,8.492,3.877,10.144,7.693,8.561,10.731,7.862,9.374,7.813,7.383,10.005,6.272,7.217,5.837,8.904,12.44,3.715,4.626,17.269,12.584,3.781,7.012,13.131,-1.951,4.517,4.538,6.367,7.686,1.186,8.032,0.682,13.92,10.425,5.831,7.623,10.361,9.558,11.018,5.233,5.246,5.71,10.947,15.489,7.045,7.954,7.511,11.815,10.406,13.049,13.807,13.67,10.38,4.639,10.519,7.857,8.234,2.568,8.382,3.559,6.61,11.868,8.127,6.097,15.155,6.627,10.054,8.11,15.077,11.335,5.376,1.693,6.488,12.729,1.66,14.36,3.597,-1.543,10.502,7.365,6.97,4.514,10.284,7.576,10.02,7.438,12.195,7.705,5.28,9.504,-3.14,8.968,4.324,8.879,6.601,-4.648,9.965,12.743,11.437,13.38,7.72,7.595,6.938,8.528,5.885,12.673,8.668,6.424,4.773,7.929,3.841,7.431,16.855,3.992,10.029,-2.573,10.195,10.52,5.753,12.615,13.769,5.793,5.216,8.803,11.702,8.62,3.868,5.496,12.199,5.292,5.029,12.653,7.622,11.22,9.47,5.375,13.46,4.001,10.179,14.281,4.509,8.226,6.441,-3.481,0.617,5.516,4.135,6.867,9.584,7.253,4.943,-0.69,4.692,7.596,4.838,3.813,4.096,11.758,-1.244,2.984,5.674,7.603,11.72,4.238,10.603,6.397,9.12,8.425,5.923,4.54,3.695,5.871,12.2,1.017,-3.822,7.844,7.82,-1.706,11.854,9.061,9.052,5.106,-1.698,12.504,11.283,7.277,12.494,9.881,10.533,5.581,1.516,3.832,7.062,7.068,8.901,4.708,14.064,-0.055,4.778,0.63,1.224,1.621,6.983,7.595,7.692,7.387,-0.294,10.424,8.833,0.598,7.055,5.481,7.746,2.229,7.635,11.437,11.317,7.88,6.079,10.278,8.513,7.534,11.373,8.364,11.093,14.664,7.596,10.418,7.232,6.114,8.865,5.897,3.951,5.619,9.325,1.154,11.121,7.963,3.081,14.046,2.785,-0.521,-2.28,9.416,9.003,-5.122,-0.432,4.953,9.754,7.55,7.148,9.234,9.861,-3.454,-2.268,7.679,9.002,16.284,9.813,0.78,10.536,13.074,7.643,10.781,2.118,2.0,4.588,-0.461,11.099,11.477,12.098,9.884,6.682,7.698,5.783,6.995,3.967,10.146,6.264,-1.711,4.616,11.032,13.295,7.312,10.62,10.938,8.348,2.691,3.945,-2.711,0.065,12.225,11.128,12.337,5.534,4.748,4.419,8.975,11.511,1.706,7.829,10.187,4.791,5.963,10.462,8.613,13.175,2.82,-2.049,16.015,3.276,6.581,4.302,2.787,3.634,12.248,10.558,3.799,10.439,5.276,12.611,1.108,8.808,7.898,1.932,2.204,2.443,3.611,-1.507,5.124,0.321,11.308,1.032,8.21,10.838,-2.914,3.419,10.126,8.328,1.053,6.273,9.254,8.597,-1.765,12.911,9.641,9.004,7.88,15.922,3.682,9.632,8.535,9.873,4.894,0.765,14.169,-1.559,13.413,7.832,3.742,4.923,4.279,6.972,6.422,7.644,14.975,10.609,9.394,8.166,5.679,6.204,3.349,6.385,9.862,2.178,11.304,1.931,9.069,0.185,9.666,-0.217,5.72,4.429,11.299,7.088,4.883,1.605,2.779,10.64,10.922,6.248,10.36,3.86,-0.661,2.764,8.238,6.959,6.244,11.952,8.021,0.26,3.556,1.474,0.999,6.614,3.834,3.002,8.43,4.78,10.288,0.876,6.381,10.418,0.473,8.895,17.23,9.687,7.709,5.905,6.953,9.812,4.387,5.473,11.804,1.622,7.299,1.738,7.274,2.189,2.58,4.019,1.378,6.169,1.531,4.534,9.033,12.622,2.381,8.53,0.659,4.41,8.038,4.84,7.626,12.875,5.072,6.909,8.375,3.148,2.01,-0.418,4.329,6.1,1.874,-1.639,2.734,8.325,5.87,6.409,4.257,6.407,5.128,5.62,8.067,3.122,2.174,6.714,5.427,1.404,1.843,10.834,0.683,7.568,10.033,7.359,5.45,7.346,3.744,6.21,-2.089,1.991,5.589,8.99,5.256,12.067,3.746,9.146,8.549,6.479,-0.243,2.9,6.92,10.145,8.472,2.092,9.316,1.644,1.678,4.462,3.918,8.532,1.913,6.484,-4.198,6.222,8.261,-0.491,4.725,6.099,10.62,-1.077,5.482,1.531,6.437,2.644,10.621,-0.376,10.429,9.803,-0.652,4.24,9.716,-0.244,3.08,2.516,5.366,12.141,2.607,7.122,8.039,3.518,11.104,9.66,1.614,0.278,-3.318,1.889,7.563,10.425,9.277,6.758,-0.716,8.229,4.137,8.218,5.254,6.304,11.598,6.959,4.215,2.241,3.911,12.022,4.242,8.221,-3.779,4.227,6.673,1.179,4.208,3.905,8.328,10.29,6.022,1.53,2.888,5.052,10.504,0.317,4.513,6.89,6.596,7.952,7.427,-3.149,1.925,1.968,-0.684,3.23,7.274,9.232,-5.134,1.061,-0.72,14.208,-1.568,3.639,8.098,12.825,6.644,7.048,1.13,8.707,7.93,-2.384,4.727,10.459,-4.826,-1.12,3.237,4.636,0.498,6.756,9.44,6.489,0.548,4.411,4.145,3.561,6.91,11.281,3.264,2.046,-0.467,10.935,7.101,9.1,4.341,5.907,9.902,7.017,3.411,6.458,2.089,4.487,7.749,1.891,6.401,1.409,1.382,-0.158,12.272,-1.357,6.442,3.626,0.014,4.332,7.673,-0.932,8.816,10.897,2.287,1.822,3.862,5.881,6.182,4.44,4.865,2.484,5.226,4.195,4.478,7.335,-0.928,5.809,6.497,6.039,5.673,0.166,2.046,3.765,0.676,7.928,8.666,3.34,12.159,2.335,4.286,6.197,6.561,4.057,7.748,2.453,1.648,3.364,6.086,1.807,0.192,8.504,0.205,2.21,7.466,2.064,-3.619,4.523,7.121,1.366,2.284,-1.64,2.458,8.704,4.625,3.786,0.983,1.4,0.155,2.026,0.064,-3.079,6.595,8.735,1.364,-0.431,3.381,5.313,2.361,9.053,11.361,-1.355,6.233,6.349,4.269,3.4,8.979,-0.965,3.846,2.055,8.725,-1.307,-1.796,5.187,2.466,1.089,-0.159,1.048,3.323,-0.014,3.332,5.258,1.039,5.374,5.111,2.643,-1.004,-1.104,-1.209,3.512,2.332,2.075,5.735,1.052,5.062,0.326,6.393,1.751,2.715,3.074,1.37,5.203,3.209,4.17,5.779,4.866,-0.741,2.872,0.347,5.211,2.398,-3.575,2.401,2.577,1.594,2.305,2.302,-0.525,3.065,12.139,9.067,3.23,4.396,3.336,3.865,6.254,0.971,0.813,2.627,3.656,-1.953,-0.286,-0.61,-3.275,5.045,-1.058,3.049,0.858,3.82,0.994,-0.068,3.036,-0.667,1.352,1.543,1.278,0.938,-0.749,0.027,-0.632,2.627,1.104,0.329,1.239,0.501,0.794,2.531,2.421,0.867,-1.455,-2.594,1.494,-0.613,1.371,0.751,2.225,4.975,1.438,-1.165,-0.838,6.502,4.392,-0.137,0.096,4.088,3.675,0.779,-0.427,1.804,0.843,-0.225,3.942,-0.808,2.572,1.821,6.45,2.169,3.708,4.055,4.109,-0.199,5.765,-2.138,1.602,0.236,0.403,4.944,2.005,1.195,3.467,-3.535,-1.584,3.729,-0.616,1.085,2.019,1.775,2.937,-0.021,5.833,1.193,4.108,2.202,1.622,0.163,-0.89,4.065,1.776,1.221,3.726,-1.065,-0.321,3.111,4.955,0.493,5.041,0.622,3.522,1.748,-0.294,5.878,4.532,2.872,1.103,1.453,1.768,-1.601,0.245,-1.486,-3.065,2.214,-1.485,1.81,-1.785,1.355,-0.16,1.992,5.848,5.143,1.365,3.5,2.367,0.353,0.652,0.062,4.845,1.641,-1.855,5.989,1.649,3.626,4.45,4.867,0.188,3.5,-3.288,3.432,-0.206,-0.579,0.467,-3.93,-0.067,2.891,3.398,0.567,4.709,3.947,4.603,0.465,4.442,1.958,0.4,6.714,0.326,5.095,3.474,0.894,-0.925,-1.003,0.885,-1.674,-0.453,0.16,-1.498,2.002,-1.808,3.839,1.551,0.397,0.121,3.041,3.94,0.942,3.521,4.478,2.911,-3.081,9.88,23.669,11.646,12.455,12.251,16.869,15.29],"base_top":[[248058,23.669],[40,20.506],[760,18.454],[1206,17.269],[27775,17.23],[248068,16.869],[3928,16.855],[27,16.482],[12189,16.284],[15947,16.015]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,22,20,21,19,21,29,198,27,15704,16874,62,16,62,22,15,29,198,49931,10208,62,20,21,16,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","7","5","6","4","6",">","\n","<","parameter","=p","_","1","_","7","0",">","\n","spr","uce","_","5","6","1","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.5379,-0.4913,1.9427,0.3229,-1.2022,1.095,-0.0712,0.0367,0.2304,-0.732,-0.132],[-4.276,0.6433,7.765,15.0308,-1.023,-1.7178,1.8648,-0.8558,0.2013,-0.5174,-0.4588],[-5.0677,-1.1935,11.1014,18.1758,-0.9233,-1.0889,0.1917,-0.1945,0.2651,-0.6517,-0.206],[-2.6222,-1.9566,10.487,16.181,-1.7667,-0.8905,1.4869,-0.8069,0.1618,-0.779,0.0535],[-2.8103,-2.0807,10.8937,15.652,-1.753,-0.8417,-1.1034,-0.572,0.3815,-1.1551,0.7027],[-1.4124,-3.0881,10.1413,15.4671,-0.555,-0.4982,0.2769,-0.7817,0.6111,-1.1463,0.0854],[-3.1837,-0.6798,12.1025,20.8765,-1.2155,0.2524,-0.3687,-1.4712,0.3241,-1.4944,-0.0616],[-1.8104,-0.6978,15.8676,19.622,-0.2342,-0.7424,-1.7381,-0.805,0.161,-1.2711,-0.5919],[-2.7318,-0.867,14.1956,21.6219,-1.3191,-3.7393,-2.5845,-1.4431,0.0423,-1.4711,-0.5472],[-2.874,-1.819,13.8982,21.4062,-1.4766,-3.8822,-0.0225,-1.112,0.0931,-1.5348,-0.5509],[-3.0699,-2.0344,12.6922,19.5034,0.1626,-2.3689,-1.9074,-1.4802,-0.0367,-1.5496,-0.4811],[-3.4345,-1.1442,11.2571,21.2517,-0.2548,-3.1143,0.4327,-1.6393,0.2232,-1.2498,-0.1681],[-4.7896,-0.5422,10.4251,22.5909,-1.4871,-2.1171,0.7562,-0.6734,0.13,-1.1385,0.0539],[-5.3908,0.361,10.4983,21.7103,-1.6856,-2.4193,1.7438,0.0178,0.0959,-0.8599,-0.2765],[-5.1053,-0.2006,10.5307,17.7884,-1.605,-1.0512,0.315,-0.2501,-0.2147,-1.0517,-0.1919],[-1.2172,-0.7935,10.0769,17.7604,-2.3154,-1.3747,3.1905,-0.279,-0.107,-0.8635,-0.5182],[-1.8897,-1.3796,10.1803,19.9134,-2.4758,-1.4095,-1.3221,-0.6849,-0.0765,-1.0044,0.1068],[-3.576,-0.748,11.0621,22.0336,-2.5401,-1.9492,0.3606,-0.8998,0.19,-1.2178,-0.2747],[-2.8226,-1.8506,14.9602,22.9675,-2.0791,-1.7233,-0.0795,-0.3986,0.0657,-1.4442,-0.7687],[-3.0263,-1.3004,11.4646,21.8899,-1.5513,-0.8711,0.5869,-1.414,0.1401,-2.0547,-0.2407],[-2.4847,-1.7363,14.855,20.6395,-1.0551,-0.9606,-0.6524,-0.6041,0.0131,-1.4891,-0.8589],[-3.0427,-0.1763,13.0171,22.6824,-0.3643,-1.2827,-0.4575,-1.037,0.0251,-1.5949,-0.262],[-4.9182,-1.5854,14.0555,21.885,-1.2813,-2.5253,0.3066,-0.5285,0.1165,-1.6872,0.06],[-3.7326,-1.021,16.8179,20.2926,-3.0864,-1.2843,1.6153,-0.2969,0.4416,-1.3968,-0.2077],[-1.2714,-0.551,20.482,15.5828,-0.8526,-1.2585,-1.6172,-0.5957,0.3446,-1.5491,-0.1895],[-2.888,-1.0162,13.9071,19.4925,-0.8874,-0.3728,0.1271,-1.394,-0.0429,-1.1703,0.1407],[-3.1971,-0.1576,13.0712,21.9228,-1.7698,0.0615,-0.0523,-1.633,0.2629,-1.68,-0.0193],[-1.8308,-1.2318,16.4122,20.4653,-1.8104,-0.907,-1.9331,-1.0424,0.0891,-1.5392,-0.6448],[-2.6367,-1.4926,13.7365,19.9183,-0.113,-2.2787,-0.0682,-1.3157,-0.0893,-1.0726,-0.4559],[-2.5079,-0.9609,12.6361,19.591,-0.7364,-0.3788,-0.2332,-1.1953,0.4585,-1.718,-0.2581],[-3.198,-0.43,12.8472,19.673,-1.3747,-1.7586,0.4726,-0.9938,0.209,-1.6819,-0.284],[-4.3022,-0.5312,12.2494,18.3509,-1.4495,-1.1313,0.0982,-0.4305,0.3713,-1.1807,-0.653],[-2.6872,0.2718,10.935,15.9113,-1.851,-1.0427,0.6144,-0.2609,0.1641,-0.4944,-0.7843],[-3.7821,0.4223,8.8831,20.7633,-1.4128,-2.6464,0.7969,-0.7344,0.2388,-1.0443,-0.0732],[-2.9648,-0.374,10.9523,20.994,0.2299,-0.365,1.3212,-0.0088,0.1133,-0.9473,-0.2802],[-3.8922,0.2596,9.866,16.3777,-1.1119,-0.6982,-0.2853,-0.4722,-0.0275,-1.0357,-0.298],[-1.2787,-0.4039,10.617,18.0946,-2.4351,-1.1146,2.4885,-0.3075,-0.0645,-0.7634,-0.3471],[-2.2191,-1.0625,10.4477,20.9698,-2.3697,-1.6718,-1.5251,-0.6189,-0.1758,-1.1504,0.0009],[-2.6126,0.0923,10.7406,19.9388,-1.2667,-3.0985,-0.8014,-0.521,0.0199,-1.1848,-0.2064],[-4.2199,-0.727,11.0832,22.0508,-0.9828,-2.5405,-0.5306,-0.7524,-0.0187,-1.5172,-0.1443],[-3.1361,-0.7252,13.6824,19.8347,-2.0698,-2.247,0.0793,-0.1274,-0.0412,-1.1818,-0.1095],[-1.4844,-0.5053,17.1641,17.5774,-0.9922,-2.2021,-1.9665,-0.4095,-0.0583,-1.2397,-0.163],[-4.61,-0.4858,11.8154,22.4706,-0.9876,-2.2929,0.344,-0.3567,0.0336,-1.3478,-0.1665],[-4.6792,-0.8331,12.2275,18.6704,-1.7102,-0.6666,0.4655,-0.347,0.2218,-1.0524,-0.6717],[-3.1985,-0.0427,11.5984,16.8989,-1.7561,-0.6294,0.9079,-0.5402,0.0824,-0.5847,-0.7225],[-3.985,0.4812,8.2827,19.4251,-0.5297,-2.2981,0.0374,-0.5847,0.3801,-0.9227,-0.0301],[-4.1136,-0.1179,11.4809,21.0106,-0.7445,-2.2056,1.2711,0.0455,0.2943,-0.6653,-0.3743],[-5.294,0.8376,11.6297,17.2042,-0.6768,-1.0703,-0.8023,-0.3147,0.0651,-0.7857,-0.1457],[-3.8252,0.3438,9.697,15.6126,-1.3045,-0.4741,-0.9274,-0.6246,0.1737,-0.7713,-0.2876],[-5.2634,0.1048,7.4831,15.4219,-0.5998,-2.4062,1.7924,-1.1262,0.0992,-0.8947,-0.0789],[-4.7223,-1.1363,10.3311,17.6457,-0.3484,-1.2763,2.7155,0.1936,0.253,-0.5367,-0.1062],[-4.1101,-0.0348,8.2433,12.8109,-1.9245,-1.0786,0.0204,-0.8585,-0.0341,-1.1245,0.0127],[-4.3056,0.1383,8.5164,12.7335,-2.3607,-1.1518,-1.0639,-1.108,0.0698,-1.3672,-0.0006]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_75646>\n<parameter=p_1_70>\nspruce_561\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_75646>\n<parameter=p_1_70>\nspruce_561\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_75646>\n<parameter=p_1_70>\nspruce_561\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_75646>\n<parameter=p_1_70>\nspruce_561\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_75646>\n<algorithm=p_1_70>\nspruce_561\n</parameter>\n<algorithm=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0222","set":"practice","cohort":"no_tool","family":"collection_size","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_714, reference 034. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to return only the number of members of a collection. Do not access or change stored data.\nIdentifier of the collection: \"077\".","tools":[{"function":{"description":"Return the members of a collection. Inert synthetic operation.","name":"fx_46334","parameters":{"additionalProperties":false,"properties":{"p_1_11":{"description":"Identifier of the collection","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_11"],"type":"object"}},"type":"function"},{"function":{"description":"Return only the number of members of a collection. Inert synthetic operation.","name":"fx_20022","parameters":{"additionalProperties":false,"properties":{"p_1_11":{"description":"Identifier of the collection","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_11"],"type":"object"}},"type":"function"}],"prompt_tokens":600,"decision":{"rms":0.36451143172175143,"sumsq":136.05640586838126,"hb":[-0.09451,-0.05557,-1.26533,-0.05112,-0.79746,0.06851,-0.03803],"lse":21.593839817720276,"logits":[15.359,13.466,15.805,13.41,14.889,13.661,10.226,11.198,13.496,14.495,12.752,15.687,12.064,10.544,12.649,10.096,8.308,14.401,9.206,9.563,18.216,9.114,9.692,14.694,11.844,11.506,12.23,8.207,10.347,8.462,8.13,13.58,15.646,8.221,11.661,15.2,8.356,10.141,7.995,7.887,12.773,7.649,7.547,11.547,5.301,7.356,3.299,10.532,5.966,14.534,4.45,6.128,7.022,8.143,7.817,5.891,8.8,10.705,11.356,7.039,5.644,15.562,1.707,7.592,6.683,10.667,14.154,12.368,0.858,18.511,13.436,9.654,7.254,0.304,12.789,1.879,10.22,8.906,10.578,12.673,7.979,9.02,9.73,7.171,10.172,8.496,8.737,2.323,10.76,12.344,-0.161,6.793,18.669,10.218,9.708,5.895,13.569,-2.333,1.209,5.173,6.181,7.089,1.684,9.922,-0.457,14.341,10.875,2.953,6.834,11.638,6.764,10.808,6.873,6.304,7.87,11.979,16.027,7.456,6.85,11.357,12.444,9.365,13.213,14.734,15.686,11.464,3.369,8.386,7.84,9.756,3.676,9.683,2.494,7.595,9.183,9.401,5.597,15.34,3.792,12.477,9.361,15.89,13.841,4.39,-0.098,7.431,13.625,-0.827,16.174,2.134,-4.056,13.519,7.665,8.045,4.663,9.755,8.129,8.331,7.466,9.74,8.433,5.051,8.473,-1.141,7.329,3.904,11.132,11.389,-5.866,11.841,12.014,13.235,14.311,8.67,7.028,8.519,11.582,8.96,12.939,7.666,8.633,3.207,9.133,3.669,8.23,16.395,4.946,9.557,-0.377,11.988,11.033,3.719,14.608,11.914,8.054,5.902,8.59,14.476,9.602,3.166,7.515,11.944,6.17,1.8,11.033,7.745,13.906,11.975,2.735,11.642,2.472,14.403,13.746,3.238,16.279,3.858,-3.475,4.285,1.819,3.878,12.005,7.847,8.689,3.748,-1.352,8.868,9.795,1.837,0.332,4.965,11.581,-0.084,0.489,9.708,9.323,10.902,6.153,10.216,7.219,9.153,6.661,2.4,5.495,2.873,4.694,13.268,-1.698,-1.242,10.702,8.033,-1.418,13.036,9.589,10.079,6.306,0.308,11.41,12.092,7.86,12.282,12.492,9.578,7.289,1.422,2.503,10.1,11.354,7.951,4.089,13.551,-1.885,2.279,-0.266,0.747,-0.073,10.056,9.783,7.885,5.972,0.188,14.595,8.752,-0.131,6.03,6.15,8.436,-2.397,10.973,10.239,11.13,8.732,5.65,11.204,11.16,7.447,10.413,11.51,12.775,12.799,7.416,10.62,6.926,4.887,10.143,5.398,5.11,8.927,10.564,1.698,10.747,10.044,5.182,15.643,2.127,-3.523,-0.584,9.721,7.227,-0.326,3.277,1.498,8.998,7.506,4.883,5.392,11.097,-4.022,-2.328,9.075,9.043,15.957,9.163,2.886,11.553,12.449,4.249,10.717,1.301,2.837,3.793,0.086,9.062,12.21,10.541,6.636,6.621,6.315,6.722,6.504,5.079,12.774,5.099,-1.504,1.784,11.268,12.589,5.163,11.335,9.218,8.98,0.396,6.715,-2.39,-0.18,14.742,13.5,10.431,4.669,2.917,4.45,9.394,11.52,-0.115,7.429,9.709,4.114,5.863,10.04,7.519,13.369,2.768,-2.503,15.358,2.778,8.78,4.239,0.549,4.232,11.953,12.696,3.352,12.484,5.46,13.142,-0.478,12.571,6.231,4.968,1.054,4.449,6.652,-3.944,4.642,0.94,11.003,1.631,7.14,10.554,-0.645,3.919,10.536,6.937,4.694,6.971,9.677,8.612,-0.395,10.367,6.78,8.932,7.546,10.387,3.085,6.966,9.112,7.11,3.449,-1.581,12.725,-0.853,12.91,10.556,4.427,5.625,1.312,7.006,6.372,7.501,15.532,13.222,8.883,10.44,6.089,6.518,1.771,5.861,11.152,0.445,9.932,1.637,8.228,3.412,11.386,0.732,4.58,1.813,9.745,6.452,6.327,0.123,2.005,12.673,12.159,6.286,13.91,3.384,-1.395,3.91,6.339,7.27,6.496,11.969,8.843,0.083,3.346,0.414,0.492,8.555,4.554,3.137,10.835,7.119,11.464,-0.565,5.232,11.913,0.642,10.841,16.706,10.186,5.608,7.479,5.776,10.602,4.358,7.263,11.936,-0.092,9.605,0.318,6.634,3.271,3.142,5.713,1.48,3.896,-1.848,3.565,9.544,11.056,5.845,10.881,-0.183,5.728,10.005,5.625,11.023,13.469,11.379,4.608,8.373,2.583,0.729,-2.443,6.129,6.575,2.93,-1.102,0.554,7.903,6.379,5.708,2.216,3.259,5.419,7.258,8.692,2.577,5.553,6.871,6.113,5.091,-0.823,11.809,-0.005,9.832,10.976,9.54,4.805,4.745,1.127,6.971,-0.415,-0.027,6.835,8.882,6.23,9.484,3.642,8.944,7.073,3.754,-1.629,4.534,7.983,11.385,7.114,1.538,9.102,3.72,-0.046,3.617,7.895,9.232,2.037,6.917,-2.781,5.739,7.848,0.39,2.287,6.109,12.041,-2.012,2.732,0.557,6.114,0.762,9.594,-0.536,10.991,11.356,-2.159,5.851,11.454,0.308,4.353,0.213,8.879,14.081,2.623,7.399,7.208,4.938,10.518,7.993,1.143,-3.384,-3.533,0.337,8.124,11.216,7.684,8.145,-3.046,6.606,4.006,9.326,4.093,7.153,12.16,14.866,3.245,2.518,5.016,10.876,4.796,9.332,-2.647,4.054,4.354,2.481,4.346,3.205,7.205,10.169,7.03,-0.442,1.159,7.753,9.837,0.685,5.333,7.394,5.763,6.459,5.381,-6.312,7.751,4.37,0.977,3.936,7.732,9.627,-0.475,0.301,-1.264,12.237,-2.285,6.063,7.428,2.901,8.107,9.876,0.073,4.71,6.835,-0.46,5.468,12.959,-2.677,-1.237,5.214,6.084,1.274,4.792,7.529,5.194,0.686,3.927,3.148,1.526,9.416,10.967,1.309,-0.791,0.432,9.563,9.135,9.396,5.505,10.545,12.432,7.502,3.361,4.285,0.668,1.946,7.658,1.795,6.823,2.957,2.654,0.021,11.636,-0.312,8.364,6.0,1.421,5.859,9.339,0.119,8.022,11.04,2.988,1.711,7.555,6.866,1.115,6.324,5.56,2.052,4.181,-0.23,5.328,7.788,-1.175,6.453,6.142,5.192,4.469,2.941,2.371,6.156,2.275,8.261,8.115,2.063,11.984,4.54,3.376,5.854,5.279,1.891,13.725,0.905,3.592,2.617,7.5,2.012,-2.08,9.858,2.582,-0.173,5.109,0.939,-6.448,1.639,8.69,1.964,3.257,-2.026,3.135,7.846,6.381,2.243,-0.204,0.066,-0.702,1.09,0.13,-3.026,6.293,9.76,0.827,0.563,2.4,6.406,1.59,7.275,10.612,-2.976,8.054,7.277,3.784,6.324,8.714,-0.887,2.848,1.816,9.841,1.705,-0.966,3.542,1.906,1.075,-0.513,-0.341,1.388,1.235,3.398,5.049,-1.427,5.318,5.288,0.802,-2.409,-3.816,-1.962,0.661,1.952,1.578,3.724,2.753,4.859,2.558,5.842,2.45,-0.869,-2.492,2.203,2.321,0.32,5.841,4.037,5.906,-2.008,2.004,0.506,2.347,1.064,-4.07,2.179,4.458,0.355,1.487,2.287,-1.36,1.238,8.075,7.876,1.12,2.184,1.512,5.83,6.478,-0.172,-1.408,3.599,3.973,0.584,2.544,0.966,-2.598,3.732,-1.285,1.807,1.242,0.147,0.441,-0.836,2.052,-2.376,0.275,1.004,2.15,2.206,-1.928,1.927,-2.649,0.904,0.695,0.677,2.071,1.79,-2.15,-0.949,4.419,0.371,-2.075,-1.418,-1.358,1.2,-0.268,0.355,2.479,3.104,0.708,-0.046,-2.029,6.304,3.059,1.134,1.316,4.23,4.34,-0.576,0.068,1.635,-0.683,-2.946,2.684,-2.735,3.101,1.706,5.479,1.754,3.244,3.035,3.226,0.369,4.261,-3.096,-0.989,-1.051,-0.169,3.25,3.482,-0.95,1.842,-5.366,-4.139,2.433,-0.634,-0.857,2.714,1.716,3.92,-1.744,5.029,0.268,1.699,1.491,1.276,0.226,-3.176,4.132,-0.028,4.28,2.568,-2.192,-2.998,2.09,3.089,1.712,1.676,1.393,2.25,-0.416,0.008,2.041,1.34,4.496,2.318,0.47,2.928,-1.909,0.037,-2.722,-2.109,1.992,-1.305,0.429,-0.275,0.117,0.053,3.304,3.165,4.994,-1.966,2.017,3.445,1.452,-0.398,-1.426,2.484,-1.837,-0.842,8.026,2.678,3.065,2.007,7.271,-1.498,3.543,-1.078,3.179,-1.749,-0.832,-0.589,-3.318,-2.218,4.585,3.602,1.486,4.846,3.06,5.065,0.229,1.947,3.153,2.865,5.059,-0.146,3.21,4.472,-0.068,-0.419,-0.618,-0.525,-4.137,0.185,0.469,0.067,3.549,-2.884,4.978,1.281,-2.435,2.312,5.884,3.287,1.487,0.91,4.386,0.822,-3.654,7.323,21.303,8.306,9.946,8.996,15.647,11.5],"base_top":[[248058,21.303],[1206,18.669],[760,18.511],[40,18.216],[27775,16.706],[3928,16.395],[5423,16.279],[2665,16.174],[1919,16.027],[12189,15.957]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,17,15,15,17,17,29,198,27,15704,16874,62,16,62,16,16,29,198,15,22,22,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","2","0","0","2","2",">","\n","<","parameter","=p","_","1","_","1","1",">","\n","0","7","7","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.1917,-0.5679,-0.8554,-1.1097,-1.1324,1.1578,-0.176,0.2615,0.1091,-0.8622,-0.2532],[-4.1444,0.5728,7.6868,14.565,-1.1448,-1.6049,1.3401,-0.6543,0.1545,-0.5471,-0.4166],[-5.1062,-1.3892,11.4077,18.2017,-1.1533,-1.076,-0.1537,-0.1489,0.1532,-0.769,-0.2455],[-2.4157,-1.7073,10.1475,15.8786,-1.359,-1.0405,1.1783,-0.7541,0.1464,-0.8113,0.089],[-2.6815,-2.2591,10.5945,15.8073,-1.6482,-0.8776,-1.1957,-0.5558,0.3402,-1.143,0.6594],[-1.4594,-3.1218,9.7829,15.0854,-0.5152,-0.4842,0.3023,-0.6729,0.571,-1.0523,0.0886],[-2.8659,-0.7382,11.8811,20.8259,-1.7609,0.1952,-0.5967,-1.2785,0.4307,-1.4539,-0.0474],[-1.8109,-1.2274,15.615,19.903,-0.5947,-0.2628,-1.5484,-0.59,0.2467,-1.4181,-0.5545],[-2.5699,-0.7755,13.793,21.321,-0.357,-1.6104,-1.5419,-1.3767,-0.0533,-1.7157,-0.4424],[-3.3008,-1.1172,13.3128,20.414,0.299,-1.9107,-0.3261,-1.3684,-0.0732,-1.3145,-0.5657],[-3.6655,-1.7633,13.4016,20.2505,0.0237,-1.9356,0.561,-1.6662,-0.0186,-1.2038,-0.4131],[-4.4024,-0.7169,11.0486,21.147,-0.2066,-1.5325,0.6171,-1.7156,0.3614,-1.5249,-0.2038],[-4.7216,-0.5317,10.0311,21.9558,-1.5274,-2.3539,0.6694,-0.4766,0.0517,-1.0219,0.1288],[-5.5682,0.1614,10.1947,21.4923,-1.8776,-2.6388,1.345,0.119,0.0569,-0.8444,-0.2253],[-5.1493,-0.3818,10.7044,18.1586,-1.5231,-1.1229,-0.0073,-0.2396,-0.1817,-1.111,-0.2164],[-1.301,-0.4886,9.646,17.1107,-2.3903,-1.4479,3.124,-0.2639,-0.1137,-0.8963,-0.5369],[-2.036,-1.454,9.7656,19.8401,-2.6729,-1.4813,-1.2339,-0.6037,-0.0914,-0.9832,0.1395],[-3.6631,-0.9483,10.6617,21.6008,-2.7683,-1.814,0.3189,-0.928,0.2213,-1.2228,-0.2219],[-3.3885,-2.0528,14.5502,22.8444,-2.6888,-1.6552,0.1832,-0.3302,0.0142,-1.4229,-0.7049],[-4.8069,-1.944,11.5496,22.3371,-2.49,-0.8115,0.5712,-1.354,0.0419,-2.1063,-0.1718],[-4.709,-2.4892,14.4091,21.1912,-1.4972,-0.8704,-0.0499,-0.6707,-0.0363,-1.6202,-0.5386],[-3.9136,-1.3751,11.9965,22.1893,-0.9219,-1.7448,-0.0587,-0.9389,0.0198,-1.7859,-0.1266],[-4.9526,-1.7054,11.0475,21.9484,-1.6519,-2.5784,-0.2136,-0.6067,-0.0232,-1.5855,0.0321],[-3.7841,-1.0033,13.2078,20.14,-3.1274,-1.7492,1.5958,-0.1988,0.1673,-1.0888,-0.1949],[-2.4817,-0.9053,16.6725,16.7178,-1.6593,-1.3928,-2.0322,-0.1099,-0.068,-1.0646,-0.2722],[-2.839,-0.5776,13.5636,20.0972,-0.3149,-1.0044,-1.4027,-0.8095,-0.0414,-1.2367,-0.4776],[-3.4318,-1.6153,12.7619,21.1052,-0.4623,-1.0684,-1.7736,-0.7117,-0.0311,-1.426,-0.4923],[-3.702,-0.6843,11.6424,20.6475,-0.7421,-2.4738,-0.4698,-0.2585,0.1065,-1.3675,-0.21],[-4.062,-0.7758,12.0158,18.6813,-1.3012,-0.9644,-0.0188,-0.2106,0.1913,-1.3429,-0.5247],[-2.8787,0.4141,11.1983,17.0674,-1.8282,-0.6629,0.2642,-0.2198,0.0617,-0.6536,-0.5878],[-3.886,0.7122,8.7499,20.7126,-1.4223,-2.4097,0.9421,-0.8856,0.2705,-1.0603,-0.0927],[-2.6846,-0.9158,11.2416,21.2152,-0.4355,-1.0398,1.5984,0.1864,0.068,-0.8083,-0.156],[-3.336,0.5928,9.4093,15.941,-0.8785,-0.6093,-0.2945,-0.461,-0.1103,-0.9967,-0.2852],[-1.1539,-0.395,10.7404,18.4752,-2.719,-1.0623,2.3652,-0.3188,-0.1075,-0.7928,-0.3501],[-2.3154,-1.2488,10.2494,21.0031,-2.4087,-1.7008,-1.4605,-0.5478,-0.1991,-1.1315,0.0684],[-2.6644,-0.2407,10.7454,19.9553,-1.4702,-3.1148,-0.7818,-0.55,0.0382,-1.2271,-0.1747],[-4.499,-1.1104,11.1211,22.0671,-1.0125,-2.5399,-0.5985,-0.7628,-0.0576,-1.5206,-0.103],[-3.0205,-0.6901,13.6175,19.9491,-2.1917,-2.1108,0.0961,-0.1369,-0.0084,-1.187,-0.0827],[-1.2408,-0.3221,17.1159,17.1337,-1.0225,-2.2148,-1.953,-0.44,-0.062,-1.2882,-0.1109],[-4.7396,-0.5647,11.8513,22.747,-1.2748,-2.2066,0.3641,-0.4094,0.0859,-1.4246,-0.1117],[-4.7597,-1.0459,12.6267,19.1141,-1.8526,-0.8622,0.5556,-0.3055,0.2435,-1.1602,-0.6439],[-3.2515,-0.175,11.7901,16.9046,-1.9367,-0.5693,0.9091,-0.4776,0.1543,-0.6515,-0.7326],[-3.8131,0.4031,8.2348,19.1488,-0.5066,-2.2983,0.1419,-0.5856,0.3935,-0.8658,-0.059],[-4.5123,-0.2756,11.3397,21.109,-0.6608,-1.8561,1.5166,0.1144,0.2448,-0.69,-0.3299],[-5.1172,0.6235,11.6116,17.5472,-0.5446,-1.1108,-0.7804,-0.3955,0.0797,-0.8149,-0.2064],[-3.8951,0.5062,9.651,15.4628,-1.4425,-0.4047,-0.3849,-0.6334,0.1977,-0.7891,-0.3122],[-4.7703,-0.2094,6.3425,13.8139,-0.3302,-1.8959,1.6499,-1.2935,0.2919,-0.8628,-0.2356],[-4.7065,-1.5283,10.5148,17.8197,-0.5985,-1.1175,2.7858,0.1736,0.2743,-0.6862,-0.0983],[-3.7742,-0.4281,8.794,12.9296,-1.5413,-1.6327,-0.4159,-0.7478,0.0804,-1.2012,0.0949],[-3.207,-0.5143,10.468,13.8694,-1.7145,-0.6237,-1.4197,-0.9924,-0.0116,-1.5458,0.0197]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_20022>\n<parameter=p_1_11>\n077\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_20022>\n<algorithm=p_1_11>\n\"077\"\n</parameter>\n<algorithm=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":52,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0279","set":"practice","cohort":"ambiguous","family":"archive_state","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_379, reference 055. These are not inputs to this request.\nPlease restore an archived record to active state.\nRecord identifier: either \"095\" or \"0959\", with no preference specified.","tools":[{"function":{"description":"Mark a record archived. Inert synthetic operation.","name":"fx_99993","parameters":{"additionalProperties":false,"properties":{"p_1_74":{"description":"Record identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_74"],"type":"object"}},"type":"function"},{"function":{"description":"Restore an archived record to active state. Inert synthetic operation.","name":"fx_81651","parameters":{"additionalProperties":false,"properties":{"p_1_74":{"description":"Record identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_74"],"type":"object"}},"type":"function"}],"prompt_tokens":578,"decision":{"rms":0.39229932172357823,"sumsq":157.59130401257426,"hb":[-0.01188,-0.03241,-1.95648,0.19863,-1.42986,0.31039,-0.57634],"lse":23.47516742452923,"logits":[12.858,13.756,11.633,12.605,12.016,11.358,7.913,8.187,10.656,10.534,10.423,16.06,11.744,10.313,14.784,10.944,9.567,11.267,10.739,10.448,20.864,10.664,12.157,13.503,12.297,12.676,12.045,9.991,11.771,9.49,9.742,13.798,13.887,8.045,13.277,10.337,9.454,11.027,9.153,10.25,11.866,9.089,8.405,11.794,5.351,5.935,0.888,10.423,6.849,14.01,3.959,9.047,9.13,7.373,8.523,5.888,9.676,13.535,11.047,6.215,6.257,14.755,4.575,7.534,8.992,10.944,5.745,12.384,1.249,17.792,11.14,7.302,8.886,-0.911,8.168,3.522,10.405,7.587,9.206,9.011,9.697,9.068,7.539,8.249,11.024,6.708,6.787,4.487,9.798,11.234,0.619,5.33,16.374,11.902,5.228,7.463,12.438,-4.381,3.56,4.731,7.169,9.373,1.397,7.358,0.965,13.901,10.028,4.728,7.173,11.426,8.752,10.045,5.579,6.544,7.805,11.136,15.294,5.211,7.601,7.971,12.791,11.765,13.191,14.231,13.161,10.557,3.15,11.351,7.41,10.394,2.36,6.631,4.156,6.555,11.06,7.862,5.038,14.041,4.503,8.045,9.654,14.393,12.552,5.384,0.564,7.234,12.303,-0.003,15.717,3.101,-1.67,9.12,6.291,7.992,6.226,9.638,6.421,7.769,8.673,12.466,8.527,5.44,9.751,-1.834,9.312,3.439,9.753,5.371,-5.393,9.551,11.569,11.289,13.744,7.633,8.46,5.6,7.804,7.705,13.029,7.964,7.395,5.335,7.072,4.053,7.967,16.047,6.107,11.421,-1.48,10.66,10.577,2.735,11.925,13.247,4.601,4.124,10.353,11.112,9.477,1.93,7.971,11.88,6.475,3.81,12.885,7.955,9.47,7.708,5.561,12.37,2.437,11.517,16.726,2.632,7.957,6.535,-5.173,0.561,4.483,4.567,7.774,8.922,8.426,4.426,-1.866,6.493,7.563,5.511,1.582,4.529,10.21,-1.986,2.398,11.431,9.144,12.376,3.059,9.469,7.118,9.313,6.479,4.037,3.975,3.117,4.353,11.894,-0.223,-5.12,7.905,8.849,-0.696,11.221,8.976,9.153,5.328,-2.026,12.321,12.323,7.926,11.623,8.747,10.007,4.937,1.727,4.962,5.529,4.628,9.305,5.148,15.611,0.129,4.086,0.469,1.067,0.883,8.675,7.725,7.4,9.192,0.388,10.257,9.405,0.82,5.764,5.368,9.508,-0.39,7.648,11.947,12.087,8.067,5.979,11.468,7.41,7.617,10.227,8.662,10.937,14.823,9.022,11.269,6.424,6.236,9.708,6.398,4.733,5.284,11.082,1.877,11.496,7.634,4.099,13.671,4.799,-2.026,-2.89,8.521,7.215,-4.214,-0.052,4.78,10.275,8.427,9.704,8.951,9.789,-5.075,-3.142,6.917,9.552,15.983,8.636,2.157,10.916,13.861,6.302,11.109,1.475,2.64,6.378,-1.414,10.86,12.105,11.72,8.689,4.509,9.652,4.675,6.788,2.812,9.86,4.716,-1.816,5.167,8.555,13.355,7.411,10.965,10.175,10.189,1.307,5.487,-0.959,0.718,12.672,10.377,13.174,5.033,3.7,4.345,10.354,9.97,2.939,6.88,10.848,4.515,5.09,10.828,8.153,13.627,4.466,-3.331,14.296,2.938,8.489,5.294,3.419,3.088,9.094,12.218,4.768,11.747,4.837,12.542,0.695,9.802,8.049,2.904,1.866,1.193,4.311,-2.665,6.39,3.128,10.959,0.851,8.961,11.884,-2.616,3.182,11.044,8.638,-0.219,5.342,9.899,9.838,-2.068,12.586,7.787,10.322,8.452,14.042,4.135,7.061,6.734,10.59,4.521,1.388,13.327,0.239,13.807,9.133,4.268,5.493,1.266,5.624,8.315,5.091,13.045,11.949,8.603,8.026,6.949,5.424,3.271,6.279,10.946,2.197,12.371,1.064,8.074,-1.741,11.123,-2.066,3.79,2.991,10.168,7.078,6.793,1.006,2.706,10.828,9.41,6.102,9.849,2.822,0.431,2.512,8.717,8.286,7.474,13.241,7.188,-0.593,1.538,1.187,1.765,8.292,5.4,4.186,9.434,6.167,10.752,-0.115,6.784,10.829,-1.751,8.184,16.988,8.648,6.56,5.043,8.177,7.715,6.621,6.212,11.727,0.043,9.326,2.217,6.73,0.824,4.216,6.192,-0.872,6.054,-0.75,6.24,9.618,14.374,2.629,9.151,-0.245,3.696,9.695,4.604,7.584,14.024,4.596,6.507,9.115,1.935,2.425,-1.119,5.583,6.597,1.285,-1.733,0.884,7.13,4.839,5.169,3.965,3.955,4.628,5.487,7.177,4.286,5.287,6.786,5.039,0.852,0.06,10.665,0.364,6.267,11.068,6.97,4.976,6.603,1.9,6.652,-2.092,1.265,8.761,10.292,5.152,11.905,3.085,8.616,10.082,4.983,-1.077,2.173,7.527,10.04,6.858,1.59,9.638,2.344,0.987,4.952,5.143,9.238,1.983,5.213,-3.45,5.56,4.775,1.267,2.215,7.53,9.524,-1.972,3.723,1.69,6.117,1.286,10.25,-0.322,10.327,9.901,-2.892,4.962,9.136,-2.193,1.421,2.261,6.57,13.835,1.633,8.04,11.004,3.819,12.193,10.453,0.711,-0.78,-3.157,1.111,6.978,10.921,8.275,7.836,-2.042,6.488,2.496,8.468,5.775,7.626,11.425,6.811,4.84,1.878,5.592,12.386,4.277,8.529,-3.349,3.938,5.778,3.095,4.025,3.191,8.177,11.362,7.145,0.978,0.369,3.993,9.931,0.994,6.424,8.218,7.123,9.255,6.51,-2.783,3.506,2.775,-0.689,2.523,9.426,8.547,-2.846,1.07,-0.873,13.404,-2.077,4.635,8.761,6.815,6.016,10.252,2.485,6.326,8.72,-1.657,7.225,9.995,-4.548,0.019,2.489,6.478,0.877,7.58,8.924,6.232,1.249,2.797,3.91,2.849,7.981,11.434,0.921,3.133,-1.422,10.563,5.36,9.052,5.26,6.399,11.549,7.212,4.094,5.832,2.375,2.847,6.495,0.366,5.728,2.093,1.277,-0.288,12.614,-2.551,6.842,2.517,0.348,5.507,9.448,-1.43,8.854,12.601,1.358,0.526,4.454,5.048,4.82,3.743,5.422,2.37,3.776,2.098,3.209,8.926,-0.165,9.927,9.369,5.494,4.319,0.887,3.293,5.879,-0.184,9.048,9.354,2.172,11.584,1.785,2.153,6.029,5.702,4.62,9.281,3.04,0.964,2.577,6.534,1.074,-1.496,9.349,-1.525,2.086,7.307,2.327,-4.023,1.817,7.646,1.329,2.507,-1.609,3.783,10.128,6.608,2.65,0.841,1.431,-1.011,3.452,0.51,-3.768,8.533,8.757,0.562,-0.932,3.127,7.105,3.059,10.914,12.076,-2.37,5.372,6.674,4.994,4.154,10.591,-2.146,4.619,0.817,8.509,-1.843,-1.758,5.552,2.109,-0.216,-1.18,-0.407,1.257,0.136,2.206,4.039,-0.68,5.341,4.448,2.374,-0.944,-1.186,-2.189,1.405,1.509,1.3,4.938,0.298,5.723,0.951,5.886,2.495,0.62,2.809,1.035,3.733,2.202,4.391,3.363,3.982,-0.984,3.185,-0.506,1.885,0.758,-4.267,2.808,2.244,0.944,0.649,2.183,0.559,1.756,12.788,9.381,1.891,3.303,1.574,1.624,4.296,0.087,-0.651,3.384,2.374,-1.704,0.509,-0.05,-4.735,4.466,-2.227,1.352,-0.696,1.637,-0.39,-2.273,4.459,0.278,-0.548,1.091,1.332,1.825,-0.53,-0.36,-0.242,1.758,1.383,0.08,1.213,0.522,-0.94,0.426,2.032,-0.02,-1.131,-2.257,-0.442,0.487,0.927,1.36,1.819,5.642,1.207,-2.454,-3.348,5.1,3.8,-0.096,1.818,2.871,4.18,-0.517,-1.764,2.207,-0.249,0.306,3.566,-0.159,1.873,2.479,6.567,1.621,2.83,4.118,3.914,0.309,4.024,-2.711,0.04,0.775,0.485,4.56,2.41,1.424,2.647,-2.773,-1.906,5.191,1.078,0.21,2.513,2.513,3.322,-1.01,5.213,-0.74,3.099,1.35,1.465,0.452,-0.604,3.784,1.808,0.7,2.35,-2.334,-1.34,2.524,4.264,0.75,2.7,0.563,3.001,1.428,-0.221,4.935,4.509,2.562,1.351,0.706,1.69,-2.192,-1.473,-2.343,-4.763,1.314,-0.952,1.819,-3.051,0.476,-1.346,1.586,5.703,2.162,1.362,3.198,2.204,-0.182,-1.409,1.238,4.049,1.355,-0.532,6.551,0.38,1.897,3.577,3.523,-0.605,3.513,-2.35,2.558,-0.373,-0.385,0.229,-3.481,-1.883,2.798,2.476,1.066,3.207,3.404,3.466,0.706,3.478,1.148,1.012,4.308,0.421,3.557,2.314,-0.751,-0.496,-1.694,1.188,-2.329,-2.087,-0.127,-0.26,1.443,-3.822,0.795,1.969,-1.397,-1.204,3.414,4.608,-0.406,3.256,3.279,1.733,-4.912,9.43,23.38,10.398,12.087,11.766,16.196,14.41],"base_top":[[248058,23.38],[40,20.864],[760,17.792],[27775,16.988],[5328,16.726],[1206,16.374],[248068,16.196],[27,16.06],[3928,16.047],[12189,15.983]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,23,16,21,20,16,29,198,27,15704,16874,62,16,62,22,19,29,198,15,24,20,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","8","1","6","5","1",">","\n","<","parameter","=p","_","1","_","7","4",">","\n","0","9","5","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.7023,-0.3975,-1.4484,-0.8268,-1.789,1.0834,0.3666,-0.063,0.2034,-0.6047,-0.1675],[-3.7863,1.1381,7.2279,14.5931,-0.8548,-1.4922,2.0926,-0.86,0.1702,-0.4464,-0.4424],[-4.9913,-1.3082,10.3936,17.8475,-0.9693,0.2144,0.6065,-0.1601,0.2325,-0.6843,-0.2558],[-2.7987,-1.9334,9.417,15.799,-1.541,-0.2516,1.619,-0.7509,0.1778,-0.5101,0.0406],[-2.5009,-2.5191,10.0226,14.5416,-1.7409,-0.0685,-0.8873,-0.4985,0.3957,-0.977,0.6575],[-1.4585,-3.3471,9.2997,14.8858,-0.6725,-0.3284,0.5686,-0.7382,0.6213,-1.1747,0.1287],[-3.2014,-2.185,11.6173,20.1092,-1.7647,1.3898,1.0308,-1.2777,0.2182,-1.5328,-0.0257],[-2.526,-2.4465,15.5646,19.4644,-1.1124,-0.2717,-0.5972,-0.7244,0.1218,-1.5761,-0.4568],[-3.8986,-1.8026,14.8947,22.0529,-1.1087,-2.3189,-1.5084,-1.2573,-0.0366,-1.0946,-0.6992],[-3.1105,-2.0246,13.492,20.8877,-1.0215,-3.7644,-0.5453,-1.342,-0.0682,-1.2479,-0.6254],[-3.6158,-2.1268,12.8446,18.9537,-0.378,-3.1701,-0.8342,-1.718,0.0329,-1.3448,-0.5834],[-3.6721,-1.6104,11.8854,22.0017,0.147,-1.8013,0.315,-1.756,0.2946,-1.4013,-0.2071],[-4.9947,-1.0963,10.4588,22.8748,-1.214,-1.7585,1.1593,-0.7717,0.0087,-0.997,-0.0784],[-4.9941,0.1734,9.9799,21.4361,-1.7742,-2.0194,2.2717,0.0409,-0.0042,-0.6505,-0.3735],[-4.6042,-0.4673,10.5496,17.7144,-1.5047,-0.9444,0.7306,-0.2021,-0.2363,-0.9055,-0.2248],[-1.2922,-0.503,9.9544,17.2685,-2.3111,-1.2212,3.3335,-0.2643,-0.105,-0.7634,-0.6344],[-1.927,-1.7027,10.0973,20.1634,-2.3083,-0.9419,-0.8925,-0.6644,-0.0285,-0.9703,0.0757],[-3.6092,-1.0991,10.8414,21.7138,-2.7984,-1.2732,0.5585,-0.9145,0.1541,-1.2939,-0.3106],[-3.0576,-2.1232,15.0369,23.1316,-2.3891,-1.6575,0.2073,-0.4008,0.1077,-1.4206,-0.7952],[-3.6821,-1.7868,11.9473,22.6274,-1.9727,-1.4036,0.7947,-1.3198,0.1334,-1.977,-0.2981],[-3.0256,-2.4641,15.3037,21.3906,-1.6652,-1.7693,-0.1725,-0.4999,0.0051,-1.4498,-0.7598],[-3.0672,-1.9963,12.9024,22.2683,-0.7335,-1.9944,-0.1598,-1.151,-0.0904,-1.6531,-0.2676],[-3.7175,-1.1567,11.8047,22.9109,-1.5033,-1.9581,0.8548,-0.8199,0.0152,-1.4972,-0.014],[-2.158,-0.5438,13.4726,20.2784,-3.2378,-0.5414,2.5196,-0.4586,0.3283,-1.127,-0.3514],[-0.5099,-0.7026,16.5046,16.3375,-1.5083,-0.2279,-1.1804,-0.421,0.1438,-1.1631,-0.4664],[-1.6772,-1.2205,14.2408,19.253,-0.2173,-2.0163,-0.3006,-0.7592,0.2527,-1.0454,-0.4378],[-2.1535,-1.4279,14.1094,21.1115,-1.2273,-2.3711,-1.8131,-1.0426,0.3031,-1.2914,-0.4704],[-2.5191,-0.3281,12.6378,20.1713,-1.6147,-1.768,0.8941,-0.991,0.1584,-1.6588,-0.3756],[-3.2037,-0.4183,11.3587,17.2187,-1.7376,-0.4795,0.5526,-0.5213,0.3311,-1.2007,-0.6989],[-2.5069,0.3426,10.6376,15.765,-1.4861,-0.8754,0.4956,-0.3092,0.03,-0.4895,-0.7395],[-3.5947,0.6947,8.2912,20.4206,-1.2339,-2.5636,1.1766,-0.8523,0.181,-1.0911,-0.102],[-2.1078,-1.0675,10.3983,20.6996,-0.5464,-0.5505,1.1556,-0.2247,0.1517,-0.9796,-0.2524],[-4.0435,0.5867,8.9911,15.8724,-0.7032,-0.5028,0.3501,-0.5192,-0.0399,-1.1182,-0.282],[-1.4068,-0.2249,10.1571,17.8274,-2.4045,-0.75,2.7467,-0.3163,-0.0818,-0.6715,-0.3886],[-2.3307,-1.5057,9.978,21.3599,-2.2686,-1.2851,-1.3311,-0.6662,-0.0861,-1.1315,0.0318],[-2.903,-0.0069,10.2859,19.5337,-1.6235,-2.8089,-0.5122,-0.6308,0.0753,-1.1718,-0.2384],[-4.2789,-1.1778,10.4386,22.0184,-0.8867,-2.1967,0.0439,-0.8023,0.0112,-1.5467,-0.2519],[-3.0871,-1.4881,12.8232,19.9122,-2.054,-1.8035,1.1642,-0.3036,-0.0443,-1.2701,-0.1874],[-1.3943,-1.2709,16.2844,16.4252,-0.7517,-1.8567,-0.9257,-0.576,-0.0976,-1.3299,-0.1928],[-4.2881,-1.1293,11.2329,22.5237,-1.2104,-2.0296,1.5355,-0.5714,-0.0347,-1.5225,-0.2496],[-4.1688,-1.2237,11.9067,18.6736,-1.9372,-0.4412,0.799,-0.5007,0.2744,-1.2745,-0.6837],[-2.8681,-0.1422,11.4435,16.8891,-1.6613,-0.477,1.3438,-0.5617,0.1163,-0.6496,-0.7182],[-3.9609,0.3163,8.0452,19.1658,-0.8008,-2.1847,0.6973,-0.6681,0.3798,-0.9682,-0.0662],[-4.4889,-1.3102,10.3304,20.7079,-1.2359,-0.854,2.1494,-0.1221,0.2478,-0.9267,-0.2792],[-5.4049,0.4694,10.6705,17.0497,-0.5893,-0.5136,-0.1657,-0.4234,0.0326,-0.844,-0.1533],[-4.3188,-0.3771,10.1682,17.152,-1.3602,-1.0194,-0.1433,-0.7745,0.1563,-0.7222,-0.2935],[-4.5325,0.3441,5.4122,12.6268,-0.4547,-2.3035,2.5301,-1.2488,0.1753,-0.7586,-0.1288],[-4.4664,-1.8371,8.934,17.2326,-1.1512,-0.8904,3.6845,-0.2292,0.1591,-0.9778,-0.0723],[-4.6093,-0.3478,8.3222,12.8777,-2.0039,-1.2971,-0.0989,-0.8472,-0.0466,-1.0427,-0.0086],[-3.7428,-0.1256,8.0685,12.2356,-2.7579,-0.6989,-1.3169,-1.2267,0.0296,-1.4746,0.1453]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_81651>\n<parameter=p_1_74>\n095\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_81651>\n<parameter=p_1_74>\n095\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_81651>\n<parameter=p_1_74>\n095\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_81651>\n<parameter=p_1_74>\n095\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_81651>\n<parameter=p_1_74>\n095\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0001","set":"practice","cohort":"valid_call","family":"record_retrieval","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fetch_record {\"key\": \"birch_710\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please retrieve one record by its exact identifier.\nSearch query or exact record identifier, as requested: \"birch_710\".\nUnrelated archived note: birch_312, reference 035. These are not inputs to this request.","tools":[{"function":{"description":"Retrieve one record by its exact identifier. Inert synthetic operation.","name":"fetch_record","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"key":{"description":"Search query or exact record identifier, as requested","type":"string"}},"required":["key"],"type":"object"}},"type":"function"},{"function":{"description":"Find records whose text matches a query. Inert synthetic operation.","name":"search_records","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"key":{"description":"Search query or exact record identifier, as requested","type":"string"}},"required":["key"],"type":"object"}},"type":"function"}],"prompt_tokens":561,"decision":{"rms":0.39733727648378797,"sumsq":161.66493315435946,"hb":[-0.00481,-0.05635,-2.07668,0.28474,-1.57234,0.2571,-0.57336],"lse":23.780437440439346,"logits":[14.675,11.059,10.762,11.604,9.361,9.034,6.34,7.386,10.058,10.458,8.801,16.536,10.645,11.575,13.433,9.472,7.804,10.089,11.672,9.374,19.417,9.023,8.998,12.862,11.742,10.543,11.662,8.831,10.403,8.27,9.273,14.589,13.461,7.35,11.555,8.378,8.604,10.969,8.268,8.602,11.265,8.337,6.726,12.353,3.762,6.176,0.304,9.777,4.849,14.07,3.663,8.211,8.168,7.683,6.748,4.798,8.6,12.763,11.35,6.758,6.221,13.213,2.638,6.792,8.176,12.639,6.204,11.442,0.982,17.359,11.002,6.416,8.975,-0.752,6.746,1.146,9.764,5.352,8.219,8.296,9.292,7.809,7.412,6.846,9.189,5.368,7.2,3.922,8.887,13.891,0.595,5.196,14.355,12.972,5.852,6.136,12.377,-3.465,3.132,5.278,5.816,7.567,1.01,7.019,1.193,12.118,8.922,3.601,7.072,10.145,6.12,10.198,5.293,6.301,6.083,10.256,15.25,3.953,5.933,7.071,11.353,9.967,12.159,13.224,12.805,11.173,2.727,9.983,7.019,6.878,3.583,5.956,3.967,6.158,13.046,7.251,3.442,12.569,3.864,8.295,8.215,12.81,12.798,3.785,0.169,9.058,11.192,0.501,15.287,2.442,-1.663,7.466,6.649,8.609,4.788,9.276,5.382,7.38,8.561,9.341,7.671,5.189,8.751,-0.875,7.846,4.745,8.591,5.921,-6.606,7.855,11.461,10.74,12.443,7.028,8.232,6.274,7.306,7.536,12.275,7.766,6.825,3.557,7.567,4.186,6.597,15.353,3.671,10.405,-2.737,9.721,8.974,3.055,10.699,11.627,6.541,3.229,8.656,11.363,8.836,1.639,5.633,13.885,7.477,3.363,11.768,7.196,9.294,7.31,3.599,10.766,1.495,10.123,13.301,2.006,7.991,4.585,-6.829,0.804,3.282,2.359,7.017,10.213,7.663,4.015,-1.032,5.156,6.516,5.481,0.766,3.255,9.624,-3.218,3.075,10.674,7.378,13.726,2.41,8.747,7.298,7.941,6.53,3.945,2.924,2.586,4.597,10.809,-0.515,-5.777,7.048,8.388,-0.018,10.735,9.121,6.823,3.968,-2.252,11.792,11.749,7.432,10.562,8.031,7.173,4.836,2.226,4.45,4.55,1.331,9.508,4.369,14.744,0.828,1.21,0.077,0.12,0.702,6.994,5.962,5.573,6.542,0.651,9.718,8.607,0.633,5.95,3.134,6.993,-2.85,7.703,11.578,10.397,7.971,5.249,10.405,6.876,6.205,10.757,9.463,12.088,13.127,8.527,9.246,5.972,6.296,8.756,5.093,6.178,3.569,10.467,2.815,9.911,7.005,4.24,12.094,2.745,-1.933,-3.924,8.352,7.319,-3.818,1.123,3.632,9.541,7.143,6.339,8.675,9.77,-3.304,-3.974,7.453,7.837,13.712,7.924,1.317,10.169,13.018,6.909,8.766,1.054,2.455,5.219,-1.671,12.258,13.069,11.734,8.117,2.436,8.734,4.295,6.525,2.854,10.717,5.301,-1.857,6.535,9.644,12.241,5.916,11.347,10.853,8.603,0.272,4.834,0.296,0.151,12.46,10.112,12.278,5.006,4.021,5.581,7.935,10.256,0.502,4.472,8.888,5.426,4.938,9.072,7.707,11.662,5.305,-5.175,13.116,2.834,7.887,4.781,2.439,1.817,8.104,11.701,2.106,10.68,5.791,10.336,-1.366,8.629,6.003,2.194,1.584,2.343,1.916,-2.113,5.491,1.529,10.148,0.346,8.284,11.353,-3.525,4.474,10.388,8.042,-0.735,3.886,7.799,8.318,-2.413,12.47,6.36,9.06,6.879,9.828,3.61,7.152,6.401,10.213,5.343,-0.351,11.858,-1.48,13.233,9.835,4.369,4.628,2.441,4.43,6.936,7.268,11.337,11.553,8.036,7.887,7.128,5.546,2.176,4.522,10.079,0.205,10.525,3.096,7.625,-1.631,9.371,-2.547,4.949,2.817,8.527,5.168,4.369,-1.242,1.963,8.959,9.735,6.426,10.099,1.704,1.271,1.372,8.035,7.825,6.798,11.809,6.361,-0.012,3.138,2.308,1.331,7.634,5.226,2.634,8.864,4.349,10.227,-0.276,6.568,10.175,0.033,7.045,16.383,10.454,4.45,4.568,7.338,8.959,5.278,5.951,11.309,-0.245,7.512,2.283,5.517,0.604,3.969,4.702,-0.808,3.336,-2.069,4.524,8.287,12.549,1.79,9.763,0.644,2.838,8.211,5.356,7.704,12.123,4.638,6.961,7.606,1.389,2.275,-1.427,4.774,5.807,0.151,-1.856,0.253,5.229,6.013,6.291,3.57,5.151,4.07,5.242,7.383,3.487,4.508,5.518,3.583,0.626,2.572,10.774,2.661,6.254,9.435,7.214,5.158,5.923,2.655,5.945,-0.473,2.977,6.718,8.197,5.032,10.05,1.942,8.538,8.384,4.286,-0.01,1.618,7.422,9.642,6.077,-0.248,7.178,3.132,0.861,4.267,4.377,8.358,1.809,6.228,-3.022,4.836,8.178,0.625,2.342,6.768,8.991,-0.04,2.708,1.528,6.296,-0.185,10.546,0.112,11.244,8.134,-2.365,6.117,9.304,-1.265,3.167,3.893,5.911,12.933,1.245,5.719,9.613,3.218,11.391,9.998,-0.796,-0.317,-2.598,0.308,8.184,10.234,8.176,6.444,-2.215,7.325,1.707,7.941,3.898,6.34,11.589,7.718,2.879,2.312,6.793,11.23,4.072,8.247,-3.332,4.007,4.416,2.848,1.957,2.879,7.982,11.505,6.271,1.274,2.073,4.724,9.768,1.588,4.613,6.459,5.917,7.083,6.182,-2.017,4.044,2.121,-1.733,1.435,8.917,6.425,-2.335,1.531,-1.368,10.59,-2.629,3.417,7.346,5.961,8.974,8.657,2.079,6.602,7.136,-1.26,6.735,10.171,-5.721,0.531,0.756,6.926,-0.374,6.433,8.749,7.97,0.129,3.231,3.499,2.351,7.271,11.911,0.939,0.89,-1.4,10.05,4.406,7.261,3.706,5.163,9.464,5.767,3.423,5.179,-0.194,3.021,6.498,1.985,5.031,1.392,0.293,0.171,12.875,-1.05,4.717,3.681,0.291,6.317,7.371,-0.983,6.354,10.57,1.13,0.726,5.253,5.579,4.565,3.35,5.958,0.819,3.109,1.515,3.59,7.285,-0.792,7.912,8.454,4.874,3.717,0.077,2.337,3.337,0.832,8.302,8.136,2.501,13.337,0.713,3.403,3.82,6.214,3.363,8.603,4.386,0.764,2.562,6.689,1.475,-2.046,8.51,-2.169,0.73,5.541,2.802,-3.468,1.749,6.386,1.058,2.086,-3.469,2.759,8.346,6.822,4.356,-0.476,1.545,0.963,3.114,-1.526,-3.868,9.2,6.18,1.324,-0.275,2.298,5.646,1.249,6.188,11.09,-4.262,5.531,5.002,4.3,4.185,8.071,-1.343,2.657,1.145,9.753,-3.024,-0.438,6.053,1.99,-0.042,-2.178,-0.6,3.891,-0.902,2.174,5.509,-0.197,6.521,5.003,2.154,-1.043,-1.51,-1.513,2.435,2.267,0.876,4.023,-0.661,5.202,1.189,5.737,2.217,-1.366,-0.271,0.544,3.751,2.006,5.693,3.02,3.889,-0.753,3.086,0.469,2.138,1.918,-3.364,3.085,2.334,1.185,1.704,2.518,0.327,1.424,11.486,9.833,2.026,2.561,3.798,2.058,5.486,-0.445,0.04,2.212,2.29,-1.391,-0.783,-1.618,-4.425,5.382,-1.504,1.527,-0.67,1.403,-1.595,-0.481,3.099,-0.146,-1.815,1.175,1.837,1.482,-0.074,0.463,0.419,2.893,1.849,-0.0,1.668,0.455,-0.183,0.563,3.436,-0.052,-0.388,-2.225,-0.688,-0.466,0.8,1.45,2.674,4.706,0.876,-2.785,-3.512,4.474,4.423,0.174,0.653,3.22,3.372,0.825,-1.312,1.551,-1.929,0.347,4.105,-0.533,2.665,2.155,7.171,2.45,4.195,3.458,4.347,0.302,4.094,-2.812,2.538,1.19,1.678,5.781,3.145,0.585,2.661,-3.044,-0.903,4.01,0.952,0.86,2.467,0.985,3.763,-1.467,5.519,-0.192,2.861,2.026,2.433,1.662,-1.335,3.399,1.522,0.73,3.627,-3.468,-1.881,1.626,4.685,-0.238,3.715,-0.239,2.037,1.464,-1.084,4.526,4.907,1.637,0.64,-0.206,1.65,-3.135,-1.389,-1.14,-3.994,2.251,-1.572,0.017,-1.857,1.048,-2.445,0.304,6.282,3.075,-0.494,2.953,3.025,0.09,-1.323,1.673,4.308,1.347,-0.848,5.244,0.291,2.034,2.819,5.542,-0.847,2.673,-2.456,1.592,-0.369,-1.586,-0.353,-3.551,-2.704,4.554,2.146,1.063,4.029,3.462,2.27,0.477,2.418,2.546,1.718,4.169,1.102,3.712,3.09,-1.407,-1.576,-1.873,1.087,-1.295,-0.25,1.193,-0.435,0.808,-3.692,1.527,0.685,-0.835,-2.429,1.928,3.729,-0.8,4.259,3.345,3.355,-4.92,10.569,23.76,11.98,14.053,12.177,16.286,14.121],"base_top":[[248058,23.76],[40,19.417],[760,17.359],[27,16.536],[27775,16.383],[248068,16.286],[3928,15.353],[2665,15.287],[1919,15.25],[8160,14.744]]},"positions":{"tokens":[248058,198,27,1628,28,9353,13786,29,198,27,15704,83592,29,198,42404,329,62,22,16,15,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fetch","_record",">","\n","<","parameter","=key",">","\n","bir","ch","_","7","1","0","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.5691,0.2649,0.1099,-1.2394,-1.0037,0.554,-0.9534,-0.0501,-0.0078,-0.529,-0.1078],[-4.0659,0.6146,8.1126,14.9919,-1.0794,-1.5351,1.4742,-0.8898,0.1606,-0.5224,-0.4526],[-4.6719,0.2132,12.5974,18.7737,-2.1545,-0.5489,-0.8052,-0.317,0.0146,-0.7339,-0.2148],[-1.8122,-0.3423,11.1778,17.2437,-2.5396,-0.3243,0.9665,-1.0694,0.0071,-0.698,-0.0861],[-2.3122,-0.5155,11.5829,19.3565,-3.3067,-0.6695,-2.3089,-0.5114,-0.0478,-0.7379,0.5372],[-1.9463,-0.4689,14.1772,16.9652,-2.0238,-1.3952,-1.7322,-0.8923,0.0366,-1.0915,0.0613],[-3.7805,-0.8991,11.2002,21.699,-1.401,-0.0576,0.5055,-1.0977,-0.2045,-1.1604,0.1329],[-4.9776,-1.317,11.073,21.4136,-0.5184,-1.8089,0.1523,-0.8208,-0.3411,-1.1965,0.235],[-5.6403,0.0148,11.323,21.9683,-1.6972,-2.1613,2.5446,-0.3177,-0.1271,-1.0976,-0.0844],[-5.3967,0.143,12.1912,18.0674,-0.863,-1.6035,0.6061,-0.2262,-0.178,-1.2648,-0.2474],[-1.0633,-0.4508,10.2861,16.9996,-2.6055,-0.9884,2.5968,-0.4603,-0.285,-1.0161,-0.0937],[-1.8506,-1.0267,11.1892,18.4939,-2.0163,-1.888,-0.9898,-0.4871,-0.3677,-1.2368,0.5217],[-5.0942,-2.2207,13.6336,22.4812,-1.676,-2.9097,-0.0286,-0.6929,-0.1135,-1.4114,0.1605],[-4.309,-1.4846,17.3545,19.6822,-3.2421,-1.6586,0.3934,0.046,0.1659,-1.1667,-0.0109],[-2.4675,-1.7584,21.1589,15.522,-1.8013,-1.862,-2.7896,-0.1346,-0.0637,-1.1986,-0.0518],[-4.1013,-1.3883,13.3824,20.1924,-1.551,0.1115,1.5648,-0.7558,0.0863,-1.3075,0.3385],[-4.3254,-0.3411,13.1233,21.865,-1.6723,0.4905,0.711,-1.3042,0.1478,-1.6862,-0.0948],[-2.9315,-1.0788,16.1346,20.3221,-1.6934,0.1441,-0.9612,-0.7258,0.1207,-1.5914,-0.4975],[-3.4,-1.98,14.4512,21.8455,-0.6541,-0.4981,-1.6421,-1.0295,0.0445,-1.8771,-0.563],[-3.4926,-0.7447,13.8092,22.9818,-0.5042,-1.2048,-0.6135,-1.4107,0.0435,-1.5015,-0.3239],[-4.6272,-1.3212,12.4016,21.6295,-0.0266,-1.9639,0.0661,-0.4521,-0.0088,-1.3051,-0.1259],[-4.7074,-1.1854,11.8851,18.2788,-1.7183,-0.6154,0.5398,-0.3054,0.177,-1.0524,-0.6829],[-3.1082,0.2394,11.467,16.7143,-1.6944,-0.4744,0.7874,-0.4298,-0.0375,-0.537,-0.6343],[-3.3916,0.2865,8.9531,19.5958,-0.7152,-2.4683,0.2359,-0.6242,0.0525,-1.0693,-0.1186],[-2.065,-1.1597,10.4423,20.0501,-0.0667,-0.8856,1.7797,-0.0016,-0.0633,-1.0405,-0.2091],[-3.2573,0.6641,9.8616,15.5815,-1.086,-0.9758,-0.7894,-0.5092,-0.2221,-1.1396,-0.4235],[-3.9581,0.2137,10.4541,16.7556,-2.4797,-0.2632,-0.6301,-0.8852,-0.1063,-1.2309,-0.3057],[-4.6974,-0.096,6.8468,14.4052,-0.9032,-2.0029,1.8605,-1.2902,0.1751,-0.9572,-0.2053],[-3.792,-1.7216,11.389,18.5864,-0.7026,-1.1235,2.0999,0.327,0.1593,-0.7426,-0.2001],[-4.0,-0.4362,9.1772,13.2011,-1.7963,-1.5947,-0.5006,-0.6099,-0.0453,-1.1946,0.1965],[-3.2122,-0.1451,9.0579,13.4132,-1.7221,-0.6637,-1.5356,-1.1268,-0.0819,-1.5275,-0.0101]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fetch_record>\n<parameter=key>\nbirch_710\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fetch_record>\n<parameter=key>\nbirch_710\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fetch_record>\n<parameter=key>\nbirch_710\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fetch_record>\n<parameter=key>\nbirch_710\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fetch_record>\n<parameter=key>\nbirch_710\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0270","set":"practice","cohort":"no_tool","family":"clock_shift","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_732, reference 028. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to move a synthetic clock forward by minutes. Do not access or change stored data.\nClock identifier: \"040\". Number of minutes: 54.","tools":[{"function":{"description":"Move a synthetic clock backward by minutes. Inert synthetic operation.","name":"fx_43776","parameters":{"additionalProperties":false,"properties":{"p_1_93":{"description":"Clock identifier","type":"string"},"p_2_30":{"description":"Number of minutes","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_93","p_2_30"],"type":"object"}},"type":"function"},{"function":{"description":"Move a synthetic clock forward by minutes. Inert synthetic operation.","name":"fx_47596","parameters":{"additionalProperties":false,"properties":{"p_1_93":{"description":"Clock identifier","type":"string"},"p_2_30":{"description":"Number of minutes","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_93","p_2_30"],"type":"object"}},"type":"function"}],"prompt_tokens":659,"decision":{"rms":0.3698892877767447,"sumsq":140.10069525707513,"hb":[-0.06661,-0.03296,-1.40312,-0.12515,-0.94026,0.25939,-0.19451],"lse":22.14581694400216,"logits":[14.392,14.364,15.015,13.491,13.104,12.602,10.116,11.438,12.145,12.603,11.32,15.494,14.333,10.582,14.121,10.912,9.528,13.825,9.876,11.66,19.843,10.325,13.255,15.353,12.788,12.613,10.986,10.078,12.506,8.832,8.459,13.478,14.94,9.776,11.139,13.995,9.412,11.666,8.229,10.687,13.007,8.353,7.49,11.676,5.66,6.627,4.42,11.031,6.222,15.054,5.499,7.245,7.948,7.583,7.947,6.05,9.738,10.536,12.177,6.089,6.811,15.443,2.273,6.413,7.864,10.823,4.874,11.698,-0.001,18.054,10.091,8.721,8.722,0.317,13.559,3.431,9.072,6.627,10.92,12.288,10.455,7.866,9.648,9.04,11.289,7.811,6.184,3.996,11.426,11.198,-0.133,6.898,19.347,9.609,7.712,6.747,14.484,-4.164,2.097,3.996,9.945,8.771,1.349,10.036,1.457,14.669,11.906,3.091,7.641,12.039,5.513,9.577,7.936,6.722,8.227,12.502,17.207,7.458,8.516,11.376,14.293,12.448,14.651,15.407,16.205,12.299,3.568,10.977,9.097,8.992,2.713,9.977,3.962,8.635,8.687,9.368,6.42,14.797,4.947,10.64,7.985,16.692,14.23,5.645,0.786,8.113,13.929,-1.385,17.684,2.723,-2.774,11.725,7.369,7.719,5.033,11.678,8.368,7.844,10.194,9.311,9.552,5.13,10.108,-0.742,8.692,4.429,11.308,9.999,-5.982,11.449,12.671,12.725,15.392,8.727,8.677,6.924,9.752,7.618,13.515,7.554,7.279,5.853,9.551,3.193,8.61,16.618,8.078,11.168,-0.501,11.589,10.916,3.978,14.832,11.434,7.08,6.498,10.751,14.795,9.112,3.115,8.913,11.325,6.976,1.584,12.902,10.462,13.292,8.888,4.248,12.011,2.979,14.468,14.775,2.349,7.696,4.996,-2.676,4.347,2.197,3.651,11.607,7.67,10.168,2.314,-1.487,8.864,8.388,4.636,1.027,4.894,11.645,-0.138,1.276,8.374,11.489,9.811,5.757,12.132,8.336,10.49,5.9,3.259,3.765,4.442,5.555,12.105,-1.71,-1.156,10.402,9.968,0.672,10.93,10.652,11.269,6.331,-0.915,12.277,11.924,8.503,13.196,10.019,12.193,6.005,1.051,4.668,9.908,8.967,11.186,5.328,15.283,-0.677,4.771,-0.363,3.321,0.624,10.251,10.678,7.582,9.28,1.358,14.338,9.877,0.582,7.041,7.333,9.003,-2.174,9.329,11.737,12.987,8.999,6.018,13.003,10.176,16.198,8.864,10.169,12.465,13.621,8.615,13.504,7.977,5.96,10.006,6.993,6.583,11.242,12.1,-0.093,9.747,10.18,6.188,14.718,5.647,3.855,2.108,9.896,8.583,-3.534,1.116,3.989,9.427,9.199,7.905,9.163,12.359,-2.48,-2.622,9.426,10.677,16.805,7.91,2.917,13.428,12.649,4.107,10.314,1.329,3.206,6.522,-0.39,9.686,12.888,11.89,9.448,7.285,9.138,5.21,7.013,4.996,12.321,4.517,-1.434,2.327,7.195,12.832,7.848,12.838,9.665,9.449,0.149,6.852,-0.524,-0.34,13.871,11.868,10.285,6.235,3.611,3.946,11.537,11.196,0.364,6.896,11.114,4.602,6.567,11.965,9.619,15.986,3.902,-1.345,14.786,3.6,7.647,6.667,2.235,4.04,8.743,12.52,3.415,12.67,6.301,13.889,-0.876,12.969,9.123,6.577,2.086,2.696,6.307,-3.155,6.968,3.335,12.061,1.357,9.655,11.83,-1.674,2.505,11.024,9.067,4.516,5.204,10.176,9.985,-0.926,9.853,8.269,10.782,7.54,10.264,2.624,6.438,8.964,9.03,3.18,0.849,13.079,-1.399,12.813,8.241,3.308,7.029,-0.099,7.254,8.13,7.273,12.876,14.291,9.496,8.649,6.954,5.926,1.44,7.052,10.696,2.561,11.561,0.87,8.571,1.787,11.922,-0.989,2.46,1.454,10.267,5.766,9.444,0.403,1.826,13.319,10.48,8.146,10.096,2.204,0.509,2.064,7.523,9.114,8.833,13.897,10.227,-1.235,3.034,0.604,2.623,7.918,7.622,2.763,10.964,7.245,11.209,-0.686,8.364,12.017,0.013,9.917,16.427,10.767,8.162,13.494,7.482,9.474,7.579,7.548,12.715,0.513,9.429,1.776,7.015,3.47,5.51,8.316,-0.075,7.197,-0.593,6.227,11.792,13.132,5.401,10.891,2.125,3.139,11.533,1.626,9.245,14.934,7.981,6.949,10.371,0.009,1.551,-2.242,8.634,8.414,2.396,-1.311,3.052,7.176,5.536,8.38,5.766,3.49,5.175,7.697,8.151,1.907,7.591,8.343,6.922,4.122,-0.781,11.292,-1.045,8.244,12.798,10.559,5.057,5.473,0.176,7.331,-1.163,0.547,7.428,17.418,5.535,12.386,3.395,8.619,9.635,3.167,-1.098,3.467,9.266,11.432,7.031,3.899,12.228,2.947,-1.008,5.071,8.873,11.396,2.294,5.356,-2.139,7.428,5.97,1.371,1.726,7.355,11.359,1.026,5.884,1.708,7.251,0.149,8.712,0.707,12.591,10.895,-1.008,5.245,9.576,-1.366,4.174,0.427,8.446,13.453,2.39,9.846,9.116,4.651,11.167,10.475,2.223,-3.438,-2.246,0.569,11.206,12.286,8.371,10.076,-0.525,4.954,3.109,9.164,6.737,7.654,10.949,6.063,6.634,2.033,6.669,11.608,7.693,10.446,-1.251,3.417,4.462,3.346,2.369,4.437,8.4,13.796,9.466,0.508,1.133,8.481,10.633,2.126,7.076,9.809,6.349,8.661,6.495,-4.712,7.807,4.61,0.489,4.923,10.883,10.271,-0.513,1.029,1.311,12.773,-1.493,5.885,10.339,6.79,7.789,10.853,0.992,4.88,7.559,0.708,7.387,13.778,-2.512,-0.313,4.985,7.565,1.171,7.027,8.107,4.42,0.215,1.926,3.86,1.951,7.403,10.567,1.407,1.356,-0.316,10.328,8.81,9.791,6.731,12.444,14.949,8.687,3.009,8.258,0.49,3.395,9.756,0.142,8.634,5.07,2.683,-0.652,12.447,-1.255,8.535,4.082,1.147,6.264,10.309,0.343,9.388,12.35,1.635,1.987,8.972,5.767,1.836,4.098,5.007,1.677,4.963,1.654,3.464,9.988,0.013,10.201,7.939,4.654,7.184,0.578,3.264,6.14,5.179,8.865,10.584,0.989,11.802,3.005,3.47,6.845,6.716,2.949,8.711,-0.419,3.215,3.261,8.409,1.122,-0.425,11.733,2.008,1.462,8.539,0.673,-4.078,1.887,8.502,1.58,3.233,-1.407,2.482,10.079,6.767,1.212,0.806,1.691,-2.667,1.223,0.015,-3.978,6.468,11.055,1.349,-1.465,5.43,7.161,1.259,8.468,11.983,-2.426,6.332,7.048,4.865,6.519,10.347,-3.193,4.477,0.705,10.314,2.163,-0.647,4.668,0.829,0.536,-1.616,-0.777,0.948,3.736,4.02,4.931,0.483,6.613,4.172,1.613,-2.054,-2.098,-0.364,-1.336,3.705,1.359,4.73,1.586,3.987,2.93,7.545,2.837,-1.82,-0.282,0.902,2.043,1.693,5.481,2.209,3.626,-1.36,4.747,0.647,2.926,-0.053,-4.549,1.96,4.43,-0.003,-0.874,1.966,-0.829,3.364,9.592,8.866,3.174,2.968,2.607,4.49,4.457,0.43,-0.066,3.369,1.796,0.201,1.77,2.819,-3.476,2.891,1.233,3.044,0.166,1.368,-1.527,-2.154,2.296,-0.51,-1.418,0.269,2.369,3.297,-1.225,-0.083,-1.714,0.919,0.18,-0.014,1.889,3.284,0.264,4.485,4.143,2.536,-2.399,-0.14,-1.155,2.146,0.109,1.188,2.486,2.798,2.146,0.515,-2.653,4.745,3.444,1.815,2.822,2.733,4.677,0.464,-0.347,0.379,-1.622,-0.85,3.2,0.693,2.939,0.638,4.271,1.994,1.821,3.955,3.463,-0.156,5.094,-2.769,0.953,1.368,-1.063,0.416,0.161,0.427,2.133,-3.46,-4.169,2.621,1.289,0.515,1.967,1.271,4.039,-0.011,4.118,-0.02,2.386,-0.234,2.183,0.722,-1.541,5.433,-0.515,2.317,4.113,-1.927,-0.697,2.13,4.447,3.879,0.731,1.125,1.535,-0.448,1.512,3.636,-0.333,5.615,0.794,0.321,2.521,-1.788,-1.625,-1.446,-2.677,4.531,-1.035,2.333,0.876,0.213,-0.54,1.748,2.303,4.682,-2.593,2.522,3.116,-0.018,0.42,-0.318,4.293,-0.696,-0.48,7.404,0.452,2.516,1.922,5.697,-0.435,3.186,-1.653,3.324,-0.806,-0.04,1.004,-1.645,-0.76,4.421,3.114,-0.028,3.272,2.176,4.618,0.532,2.063,3.125,1.644,5.901,-0.624,2.559,2.954,-0.452,0.675,-1.582,1.135,-1.527,-1.65,-0.346,0.497,3.092,-3.129,1.242,2.927,-1.104,0.995,4.285,3.142,1.357,1.092,3.142,1.994,-3.759,8.49,21.816,7.871,9.036,9.028,16.054,11.088],"base_top":[[248058,21.816],[40,19.843],[1206,19.347],[760,18.054],[2665,17.684],[38416,17.418],[1919,17.207],[12189,16.805],[2523,16.692],[3928,16.618]]},"positions":{"tokens":[248058,198,27,1628,28,8040,62,19,22,20,24,21,29,198,27,15704,16874,62,16,62,24,18,29,198,15,19,15,198,510,15704,29,198,27,15704,16874,62,17,62,18,15,29,198,20,19,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fx","_","4","7","5","9","6",">","\n","<","parameter","=p","_","1","_","9","3",">","\n","0","4","0","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","3","0",">","\n","5","4","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.6196,-1.6592,-1.3162,-0.2193,-1.8983,1.08,1.4949,-0.1132,0.0655,-0.7465,-0.0345],[-4.1169,0.3026,7.2317,14.2914,-0.8035,-1.6018,1.7406,-0.8317,0.1067,-0.5801,-0.3452],[-4.748,-1.7096,11.0974,18.0209,-0.8557,-0.8092,0.3159,-0.2475,0.1113,-0.8164,-0.2688],[-2.3829,-1.9257,10.3484,16.5752,-1.6116,-0.5732,1.6007,-0.7206,0.083,-0.6483,0.0351],[-2.3796,-2.6054,10.3445,16.5409,-2.0313,-0.9462,-0.7589,-0.62,0.2743,-1.0742,0.5889],[-2.2005,-2.3004,14.0187,16.9636,-0.7591,-1.2879,-0.4752,-1.0551,0.4065,-1.3746,0.0159],[-3.5477,-1.984,12.3406,21.8839,-1.6267,-0.0138,-0.4671,-1.3741,0.2536,-1.4342,0.1049],[-2.062,-2.5952,16.1422,20.1894,-0.706,-0.1096,-2.1644,-0.8226,0.1085,-1.4929,-0.2599],[-2.8942,-1.2958,13.6531,18.1946,0.8444,-0.9897,-0.1512,-1.2394,0.0811,-1.3625,-0.2255],[-2.5708,-2.3359,13.656,20.4076,-1.5216,-3.1305,-1.7292,-1.7647,-0.1157,-1.6136,-0.5551],[-3.5008,-2.2338,12.0709,18.1676,0.4787,-2.9507,-0.0095,-1.0158,-0.3939,-0.997,-0.2729],[-3.0684,-2.1632,11.1636,21.1785,-0.267,-3.1249,1.1127,-1.5074,0.1892,-0.9685,-0.2416],[-5.0896,-1.9092,10.1157,23.08,-1.0256,-2.4938,1.5173,-0.8246,-0.0108,-1.1357,-0.0855],[-5.3826,-0.7695,9.6042,21.2173,-1.6959,-2.2492,1.6799,-0.2549,-0.0609,-0.9338,-0.3155],[-5.0115,-0.6292,10.3438,17.2555,-1.2848,-1.5388,-0.1133,-0.286,-0.2598,-0.9812,-0.2755],[-1.8147,-0.9692,10.0908,17.7582,-2.2255,-1.3186,3.3888,-0.4432,-0.1188,-0.9745,-0.5539],[-2.241,-2.0019,9.8172,20.2941,-2.6638,-1.2585,-0.8954,-0.7155,-0.0094,-1.0828,0.1007],[-3.6861,-1.4087,10.4651,22.0492,-2.9213,-1.2089,0.7311,-1.0326,0.1668,-1.3395,-0.2699],[-2.6558,-2.3306,14.7892,22.8417,-2.7179,-1.1265,-0.4021,-0.4113,0.136,-1.4119,-0.6599],[-3.3624,-2.3826,11.1651,22.2182,-2.103,-1.4928,0.949,-1.3358,0.0769,-1.944,-0.165],[-2.7952,-2.9462,14.9028,21.2127,-2.0846,-1.9993,-0.0334,-0.471,0.0144,-1.5022,-0.5921],[-4.0114,-1.7636,10.82,21.3573,-0.9,-3.0751,0.9325,-1.0202,0.0169,-1.5391,-0.3243],[-4.3275,-1.8766,11.2861,22.5343,-1.7465,-2.6041,0.7265,-0.5601,-0.0096,-1.4916,-0.042],[-3.5581,-1.5101,13.35,19.7129,-3.5367,-1.7416,2.1723,-0.2274,0.1748,-0.9416,-0.3053],[-1.9629,-1.9273,16.9571,15.6425,-2.2814,-1.7494,-1.3905,-0.1853,0.0809,-0.9514,-0.3478],[-2.2987,-1.8804,14.7832,21.1224,-0.2521,-1.2812,-0.5985,-0.783,0.1963,-1.3498,-0.4653],[-3.131,-1.2458,12.6831,21.8087,-0.3991,-1.4406,-0.3765,-0.9236,-0.0089,-1.4024,-0.364],[-3.6773,-1.6598,10.9331,20.8486,-1.2834,-1.8728,1.3064,-0.45,0.0461,-1.2856,-0.308],[-4.1217,-1.7842,12.3285,19.5926,-1.9483,-1.5609,0.8487,-0.6108,0.1749,-1.3562,-0.6444],[-2.8371,-0.109,11.3866,16.5506,-2.2138,-1.1164,0.6876,-0.4695,0.0392,-0.6776,-0.6063],[-4.9877,0.0293,9.042,21.9543,-1.027,-3.3079,1.4926,-1.0435,0.2263,-1.2328,-0.3374],[-3.9571,-1.7733,10.6287,20.7635,-2.7307,-0.7682,3.1477,-0.3079,0.2428,-1.2605,-0.0257],[-4.7789,-0.6401,10.5069,18.3995,-1.8021,-0.8056,0.1977,-0.3524,-0.1613,-0.9926,-0.2632],[-1.5607,-1.3409,10.8402,18.5492,-2.9292,-1.2484,2.7091,-0.5241,0.0028,-0.894,-0.3851],[-2.4282,-2.0119,9.503,20.7036,-2.6935,-1.0715,-0.4888,-0.7936,0.0526,-1.2008,0.0538],[-3.9477,-1.7378,10.4506,21.4327,-2.5494,-1.3298,1.1529,-1.0636,0.3395,-1.2818,-0.1838],[-3.3305,-2.7809,14.797,22.1185,-2.4119,-1.302,0.0615,-0.6474,0.283,-1.3275,-0.6842],[-3.7696,-2.2811,10.7391,22.0461,-1.7127,-1.5177,1.4293,-1.5223,0.19,-2.056,-0.0679],[-2.8418,-2.7114,14.5225,20.6225,-2.0357,-1.942,0.1034,-0.6665,0.0781,-1.7119,-0.7819],[-2.9404,-0.9445,11.6102,21.9835,-0.9487,-1.6235,0.0443,-1.2716,0.0054,-1.303,-0.3305],[-3.9053,-0.9922,11.2391,21.9037,-2.2634,-3.421,2.3043,-0.7901,0.0567,-0.9176,-0.1956],[-3.432,-1.5367,14.308,21.2652,-3.777,-1.9123,2.7575,-0.4922,0.248,-0.8018,-0.5558],[-1.7044,-2.0892,18.2429,19.0364,-2.1639,-1.5301,-0.5212,-0.3675,0.0887,-0.9988,-0.2697],[-2.2794,-1.9819,12.8088,21.1273,0.2411,-2.0868,0.3451,-0.6878,0.0393,-1.1356,-0.3833],[-4.3471,-1.5214,11.5973,21.7342,-1.2909,-1.8679,1.7511,-0.4147,-0.0212,-1.1946,-0.2084],[-4.6631,-1.8506,12.4779,19.9878,-2.0869,-0.8595,1.236,-0.5265,0.1238,-1.156,-0.5768],[-3.0565,-0.1619,11.5155,17.3739,-1.8991,-0.8963,1.1754,-0.6865,0.0713,-0.6872,-0.5692],[-4.1363,-0.1456,8.2737,20.644,-0.8926,-2.2074,1.3283,-0.9754,0.1812,-1.0665,-0.1073],[-3.2158,-1.848,9.4094,20.6777,-1.7573,-0.5019,3.231,-0.4374,0.0615,-1.3248,-0.1088],[-3.505,0.065,9.3728,16.1609,-0.7926,-0.3263,0.2718,-0.7752,-0.1443,-1.2098,-0.3053],[-1.3653,-1.0665,10.1969,17.561,-2.7771,-1.0297,2.9625,-0.351,-0.0687,-0.733,-0.4209],[-2.4013,-1.9776,9.6422,20.5287,-2.2956,-1.4875,-1.0231,-0.6864,-0.1359,-1.0694,0.0126],[-2.6259,-0.5747,10.3053,19.8557,-1.5963,-2.9802,-0.3069,-0.7126,0.0035,-1.2912,-0.1009],[-4.3843,-1.9298,10.8997,22.0974,-0.7422,-2.5081,0.2392,-0.8996,-0.1918,-1.5652,-0.0419],[-3.1857,-1.3433,13.1093,20.3591,-2.3416,-1.988,1.2941,-0.2869,-0.0871,-1.3034,-0.0879],[-1.2996,-1.4743,16.2109,16.8419,-1.2617,-2.0613,-0.8975,-0.7255,-0.051,-1.4512,-0.1398],[-4.0534,-1.4602,10.598,22.234,-1.3905,-2.383,1.6539,-0.6504,-0.0007,-1.4328,-0.1109],[-4.6001,-1.2506,11.9259,18.8145,-1.7684,-0.9777,0.7999,-0.6224,0.225,-1.1995,-0.5648],[-2.8795,0.0617,11.3497,16.184,-1.5507,-0.5562,1.3652,-0.6957,0.1575,-0.5683,-0.6843],[-3.8021,-0.0709,7.6872,18.893,-0.2908,-2.4693,0.5555,-0.7299,0.3408,-1.0845,-0.1055],[-4.5631,-1.6139,9.0517,20.4665,-1.3752,-1.7475,3.363,-0.2148,0.2524,-0.8053,-0.3278],[-5.0796,0.3084,10.7626,17.31,-0.6023,-0.713,-0.483,-0.5532,0.0602,-0.9581,-0.1499],[-4.1109,-0.1103,10.2744,17.3916,-1.3509,-0.9013,-0.4942,-0.8011,0.1608,-1.019,-0.2972],[-4.667,-0.4486,5.4232,13.0183,-0.3866,-1.4334,2.2729,-1.2292,0.2835,-0.8767,-0.1115],[-4.2003,-3.4466,9.641,18.2407,-1.7252,-0.7851,4.1006,-0.0558,0.2472,-0.8555,-0.0512],[-4.6954,0.0585,8.385,12.6087,-1.7891,-0.9633,-0.1045,-0.7426,-0.1249,-1.0753,0.1042],[-3.2871,-0.5976,10.1026,14.0225,-2.0065,-0.619,-1.7191,-1.0369,-0.0816,-1.6605,0.1263]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_47596>\n<parameter=p_1_93>\n040\n</parameter>\n<parameter=p_2_30>\n54\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_47596>\n<algorithm=\"python\">\nalgorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"algorithm=\"python\"","n_tokens":128,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":true,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0208","set":"practice","cohort":"valid_call","family":"set_membership","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> set_union {\"left\": \"maple_804\", \"right\": \"spruce_417\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: return members in either set.\nSecond set identifier: \"spruce_417\". First set identifier: \"maple_804\".\nUnrelated archived note: maple_274, reference 084. These are not inputs to this request.","tools":[{"function":{"description":"Return members in either set. Inert synthetic operation.","name":"set_union","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"left":{"description":"First set identifier","type":"string"},"right":{"description":"Second set identifier","type":"string"}},"required":["left","right"],"type":"object"}},"type":"function"},{"function":{"description":"Return members common to both sets. Inert synthetic operation.","name":"set_intersection","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"left":{"description":"First set identifier","type":"string"},"right":{"description":"Second set identifier","type":"string"}},"required":["left","right"],"type":"object"}},"type":"function"}],"prompt_tokens":594,"decision":{"rms":0.3962930776549966,"sumsq":160.81633627880365,"hb":[-0.02572,-0.08847,-2.07316,0.05823,-1.52155,0.11398,-0.82104],"lse":23.674829011945857,"logits":[13.077,13.714,11.315,11.297,12.395,10.468,8.189,8.307,10.703,11.455,10.895,16.025,11.894,11.132,13.838,10.617,8.423,9.74,11.236,9.679,19.612,10.506,12.252,13.02,13.026,12.193,11.599,11.714,12.244,8.953,10.088,13.563,15.019,8.666,12.999,10.287,10.209,12.105,10.092,12.406,12.328,10.455,9.644,15.346,4.918,7.121,1.183,12.347,7.88,13.568,5.615,8.617,10.75,9.416,9.043,5.057,10.255,13.659,10.772,8.285,9.705,14.562,3.965,7.982,10.0,13.481,9.504,9.177,0.801,18.706,8.537,7.358,8.252,-1.5,7.048,4.796,11.834,7.236,8.013,10.209,7.705,9.023,8.13,8.227,10.156,5.881,7.675,6.754,9.635,13.567,2.912,5.064,16.241,11.899,5.314,6.347,13.062,-1.712,5.263,5.975,7.614,8.519,0.729,7.759,0.475,14.281,10.088,4.961,8.792,9.659,8.699,10.857,5.431,5.475,5.777,10.821,16.179,6.114,7.561,7.59,12.401,9.929,11.776,13.392,12.989,10.966,3.779,10.906,8.338,8.436,3.102,8.06,5.129,6.556,11.632,7.793,5.186,13.21,6.509,8.914,8.958,14.367,11.953,5.012,-0.064,6.993,12.56,0.784,14.72,2.507,-0.957,9.31,7.723,7.932,4.596,10.058,7.455,10.418,8.264,10.739,9.181,5.106,9.085,-0.951,8.208,4.255,8.841,5.084,-5.326,9.731,12.393,11.399,12.923,5.884,8.662,6.269,6.466,6.385,11.089,8.007,6.731,5.434,5.93,3.643,7.817,16.937,4.758,10.358,-3.127,10.053,10.805,5.486,12.45,12.814,6.254,4.196,8.562,10.842,9.367,3.578,5.597,15.361,6.368,4.714,12.471,7.844,10.055,7.572,5.447,12.867,4.499,10.649,13.628,3.67,10.86,7.724,-3.667,0.981,7.384,3.746,7.215,9.17,7.129,4.347,1.393,3.655,6.56,5.464,2.64,4.13,10.874,-1.029,4.131,5.365,7.76,10.292,3.925,12.718,7.72,10.63,8.445,7.692,4.09,2.667,5.94,13.081,0.257,-4.242,6.962,7.998,0.014,10.816,9.165,8.961,5.193,-2.661,11.853,11.218,8.769,11.015,8.511,10.314,5.002,1.755,5.598,6.11,2.13,10.68,5.192,15.272,0.89,5.902,1.794,0.981,3.024,6.145,8.797,6.34,7.673,0.019,10.155,8.926,0.898,7.2,5.544,6.2,1.908,8.13,11.735,13.905,8.643,7.026,10.592,6.801,8.219,10.042,8.0,11.748,15.298,7.796,9.83,6.789,5.459,8.789,6.749,4.557,6.657,10.071,2.286,11.909,6.124,4.537,12.948,3.361,-0.037,-1.136,7.789,7.384,-3.523,-1.984,4.99,9.753,8.258,7.078,9.313,9.784,-2.978,-2.245,7.676,8.489,15.189,9.326,0.764,10.656,12.062,7.948,10.143,3.061,4.639,5.613,0.613,14.33,11.461,11.895,10.494,5.862,8.059,4.158,7.65,2.763,10.492,4.979,-1.369,5.745,10.775,12.403,8.001,11.233,10.464,8.092,3.046,4.234,-0.88,1.673,10.943,10.053,12.52,5.477,3.341,3.646,10.522,11.82,1.025,8.86,9.903,5.565,6.769,10.359,8.915,12.084,3.885,-2.803,16.009,4.326,7.763,2.107,2.253,2.422,8.63,9.695,2.383,9.238,4.188,11.483,0.606,8.665,6.442,2.943,2.08,2.522,4.013,-3.223,5.956,1.387,11.042,0.004,10.246,10.394,-3.946,4.2,8.874,8.566,0.315,5.836,9.404,8.206,-2.611,12.773,7.531,9.549,6.951,12.8,3.616,9.015,7.206,10.226,4.916,2.098,12.999,0.183,13.165,7.876,2.691,5.179,5.186,5.68,7.163,6.543,11.126,10.715,9.309,6.498,6.794,4.671,3.153,5.976,9.688,0.985,10.023,2.066,6.997,0.794,9.062,-0.839,5.987,3.655,9.537,7.313,5.509,0.416,2.048,10.362,9.298,6.002,8.891,2.959,-0.558,2.809,8.517,6.095,6.632,11.62,7.248,-0.611,3.578,2.173,1.735,6.937,4.731,2.308,7.745,5.072,8.703,1.407,6.895,10.371,-0.365,7.837,16.922,8.748,6.924,6.441,6.277,10.045,5.701,5.524,10.339,1.849,8.351,2.302,7.912,1.304,3.52,4.777,1.873,4.435,0.499,5.745,9.072,12.491,2.511,9.492,0.776,3.854,7.682,6.018,7.742,12.28,5.034,6.37,8.38,4.652,0.754,-1.223,5.62,5.782,0.886,-1.167,2.086,7.266,5.94,6.316,4.104,7.291,4.554,4.575,6.628,3.878,3.874,6.647,4.421,0.653,1.537,10.507,1.715,4.722,9.856,7.281,5.975,5.71,4.266,5.414,-1.351,2.175,5.535,9.175,4.795,10.591,2.476,7.284,8.877,5.446,-0.24,2.78,6.952,10.319,6.846,4.292,8.773,2.284,1.258,5.531,4.562,8.539,2.488,5.563,-2.144,7.551,8.084,0.018,2.974,6.778,9.271,-0.125,3.994,0.086,6.166,1.973,10.448,0.628,10.45,8.392,-0.932,5.133,8.987,1.543,2.4,4.364,5.568,11.567,1.114,8.308,7.694,2.341,10.496,10.289,-0.162,-0.927,-4.111,1.186,6.643,9.478,9.759,8.486,0.052,7.487,3.76,8.039,4.778,5.762,9.303,8.891,5.292,2.713,3.938,11.208,3.874,8.197,-3.722,5.352,4.606,1.912,2.913,4.056,8.487,10.775,7.358,0.924,0.504,6.208,9.674,0.539,3.942,6.414,5.46,7.219,6.79,-1.643,4.62,2.547,-0.904,3.208,7.57,8.035,-4.074,1.105,-0.732,12.125,0.71,4.051,7.821,7.825,7.592,8.296,2.068,7.359,5.909,-1.217,4.564,10.095,-4.079,-0.112,1.602,5.217,1.615,6.444,7.905,7.061,0.382,3.978,3.401,2.562,7.483,10.22,2.579,3.154,1.431,9.585,4.898,8.302,4.684,5.621,9.411,6.596,3.243,6.928,0.96,4.111,7.607,2.015,5.697,2.954,1.269,-0.12,14.772,-0.527,6.147,3.647,-0.109,3.445,7.125,0.343,7.068,10.568,1.878,2.466,3.952,5.458,5.391,4.022,4.118,2.843,6.737,4.238,3.043,7.645,-1.285,6.883,7.432,5.318,5.368,-0.662,3.786,3.495,0.424,8.426,7.493,3.02,12.573,1.321,5.914,7.427,4.992,4.96,9.28,3.574,1.982,3.317,5.737,0.528,0.563,7.608,-0.786,2.007,6.64,3.336,-3.565,3.467,6.485,2.43,1.719,-1.835,1.944,9.506,6.297,4.722,-0.01,2.26,0.376,3.42,-0.415,-3.259,5.312,7.301,1.654,-2.479,3.51,5.159,1.019,7.444,10.935,-1.959,5.705,5.248,5.344,4.663,6.797,-0.453,2.793,2.551,8.781,-0.886,-0.678,5.441,3.011,0.246,-0.153,0.684,3.292,-0.406,2.882,5.853,0.829,5.589,3.543,1.894,-1.107,-0.42,-0.931,2.896,1.439,1.215,3.49,1.238,5.211,-0.785,5.563,1.977,0.387,0.912,0.493,4.314,2.366,3.457,3.993,4.88,-1.185,3.714,-1.011,3.176,2.047,-4.294,2.584,2.011,1.382,1.562,1.042,0.299,0.801,11.448,8.11,4.193,3.844,4.136,3.749,4.105,2.051,0.162,1.626,3.736,-1.652,0.077,0.127,-3.259,4.731,0.513,2.905,-0.318,3.309,0.228,-0.395,4.167,-0.86,2.624,0.667,1.62,2.01,-0.522,-1.552,-0.059,2.883,0.94,1.436,1.685,0.327,1.655,3.151,2.714,0.416,0.392,-1.269,2.137,-1.35,2.266,1.174,2.608,5.583,4.208,-2.098,-0.415,5.818,3.709,1.018,0.635,5.38,3.534,1.173,-2.002,2.041,-0.213,0.247,4.357,0.073,1.063,2.787,5.139,2.31,3.324,3.192,4.395,-0.98,4.246,-3.564,2.299,1.294,1.285,4.428,2.786,1.394,2.198,-3.38,-1.514,4.142,0.216,1.359,2.281,1.829,2.754,-0.456,5.697,0.002,4.72,3.511,1.864,0.295,-0.211,5.219,1.393,0.452,3.095,-0.97,0.733,1.86,5.777,0.858,5.034,0.326,3.241,0.982,-0.242,4.948,4.525,3.803,-0.584,0.496,1.065,-1.916,-1.583,-0.996,-2.886,2.021,-1.264,0.808,-2.391,1.239,0.405,2.14,5.211,3.954,0.632,2.527,2.909,-0.685,-0.052,1.326,4.005,1.849,-0.486,5.363,1.555,2.683,3.491,4.75,1.755,3.251,-2.032,3.129,1.414,-0.392,0.569,-3.405,0.549,4.441,3.291,1.423,3.708,3.565,3.243,0.669,4.29,2.81,1.209,6.331,0.909,4.655,3.538,-0.981,-1.438,0.464,2.162,-0.657,-2.74,1.782,-0.417,2.424,-1.719,3.791,1.1,0.548,1.215,3.15,3.348,1.924,3.393,4.502,1.316,-4.29,10.079,23.639,10.717,12.235,12.334,16.501,15.342],"base_top":[[248058,23.639],[40,19.612],[760,18.706],[3928,16.937],[27775,16.922],[248068,16.501],[1206,16.241],[1919,16.179],[27,16.025],[15947,16.009]]},"positions":{"tokens":[248058,198,27,1628,66473,49882,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,27,15704,28,2282,29,198,2117,273,62,23,15,19,198,510,15704,29,198,27,15704,28,1246,29,198,49931,10208,62,19,16,22,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=set","_union",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=","left",">","\n","map","le","_","8","0","4","\n","</","parameter",">","\n","<","parameter","=","right",">","\n","spr","uce","_","4","1","7","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.5266,-1.5557,1.8387,0.5769,-1.5442,0.874,-0.0712,0.0277,0.0743,-0.7558,0.0318],[-3.5749,0.2462,7.4288,14.3196,-1.3336,-2.0959,1.6286,-0.8491,0.0017,-0.6505,-0.3782],[-4.3879,-0.9582,11.286,18.9576,-2.376,-0.6483,-0.1253,-0.3118,0.052,-0.7318,-0.2152],[-1.6112,-1.1921,10.7931,17.5166,-3.0384,0.2353,0.4828,-0.9101,0.1058,-0.835,-0.0957],[-2.1374,-2.2164,11.2258,18.8782,-2.865,-0.2804,-1.7897,-0.5918,0.1746,-1.2192,0.3228],[-2.9702,-2.1765,10.3174,18.4123,-0.6848,-1.391,-1.9845,-1.0808,0.1142,-1.163,0.3386],[-4.3163,-2.0344,10.1588,20.4906,-0.6203,-0.6487,-0.2238,-0.8135,-0.1211,-1.2598,0.3222],[-4.9825,0.0361,10.9642,20.9656,-2.1578,-0.8118,0.2549,-0.3615,-0.0539,-1.2394,0.0445],[-4.6532,-0.1822,11.6672,17.8736,-1.7803,-0.4139,-0.4114,-0.4065,-0.279,-1.1118,-0.2213],[-0.4357,-0.9346,9.0967,15.3497,-3.5645,-0.1643,2.9036,-0.3778,-0.1472,-0.9153,0.0042],[-1.0458,-0.781,9.9738,17.4173,-3.6112,-0.409,-2.3183,-0.4738,-0.2681,-1.1483,0.5902],[-0.7793,-0.8109,12.2162,16.6294,-2.3526,-0.5629,-1.6185,-1.0317,-0.1943,-1.5028,0.0276],[-3.8591,-2.1554,11.5599,22.7093,-1.2166,-2.2768,0.5502,-0.8847,-0.1053,-1.6393,0.1423],[-3.2595,-1.2529,12.9745,19.5895,-2.2621,-1.5045,1.6864,-0.2658,-0.2411,-1.2515,-0.1164],[-2.0158,-1.3283,16.4692,16.7235,-0.8545,-1.5455,-1.1596,-0.6447,-0.2368,-1.3422,-0.159],[-4.7421,-1.1243,10.846,22.6568,-1.1846,-1.7275,1.2867,-0.6494,0.0208,-1.5013,-0.1546],[-4.8105,-1.1004,12.9386,19.6514,-2.1092,-0.4772,0.7048,-0.4952,-0.0024,-1.3031,-0.539],[-2.5933,0.3269,10.8577,14.9485,-1.6222,-0.2644,0.8829,-0.5536,-0.0121,-0.7061,-0.6831],[-4.9113,-0.8044,10.0505,21.1808,-1.6983,-2.5008,0.6713,-0.8127,0.143,-1.3137,0.0887],[-3.8812,-1.3191,13.7261,21.0107,-2.0741,0.5793,1.9166,-0.1523,0.317,-1.5502,-0.0659],[-4.6987,-0.6623,11.9172,18.7397,-2.2039,-0.8554,-0.7911,-0.4184,-0.1298,-1.1802,-0.132],[-1.2146,-0.8467,11.4932,18.6736,-3.7951,-1.1707,1.9362,-0.3488,-0.0853,-1.0522,0.0771],[-1.4063,-0.6415,11.7062,18.4994,-3.7917,-0.5986,-2.2079,-0.4305,-0.1681,-1.2274,0.7326],[-1.4014,-0.6399,14.2534,18.9056,-2.7244,-0.9613,-2.1671,-1.0891,-0.2516,-1.484,0.195],[-4.5117,-1.9844,12.9228,21.2761,-1.7005,-1.9218,0.7371,-0.7944,0.0776,-1.5672,0.0857],[-3.2295,-0.9971,17.2398,19.0344,-2.9344,0.1704,2.0876,-0.2951,0.3643,-1.5211,0.0138],[-1.2956,-1.0155,20.5754,14.2094,-0.7772,0.009,-0.605,-0.5885,0.354,-1.562,0.0242],[-2.5419,-1.2549,13.5751,20.0295,-0.1859,-0.1478,-0.9251,-1.0831,0.248,-1.5404,0.2724],[-3.9264,-1.2408,13.21,21.9016,-1.6986,1.1358,0.8738,-1.2072,0.1693,-1.6275,0.0802],[-2.3608,-2.6089,16.463,21.1542,-1.6277,0.3298,-0.3689,-0.4951,0.0943,-1.7693,-0.4665],[-3.3508,-1.7408,14.7245,22.5071,-1.6003,-1.9372,-1.4091,-1.0309,-0.1049,-1.2315,-0.5763],[-3.3782,-2.078,13.909,22.2913,-0.1761,-1.3867,-0.0003,-1.368,0.151,-1.6357,-0.3151],[-4.1364,-1.2954,12.6597,21.7243,-0.7447,-0.9857,0.6893,-0.5351,0.242,-1.4506,-0.2933],[-4.7538,-0.6994,12.9623,19.8293,-1.9659,-0.8785,0.5693,-0.4777,0.1139,-1.3475,-0.7001],[-3.1349,0.0023,12.4391,18.1114,-1.6746,-1.0888,0.986,-0.505,0.0728,-0.9654,-0.7445],[-5.342,-0.1611,10.4925,22.1263,-1.1274,-2.4648,1.0546,-0.7139,0.0455,-1.3692,-0.2229],[-3.6148,0.4052,13.5982,21.6758,-1.6617,-0.0782,1.1258,-0.3577,0.1335,-1.6117,-0.0974],[-4.2839,-0.0181,11.9855,19.4532,-1.0297,-0.8702,-0.2541,-0.5823,-0.1964,-1.31,-0.329],[-1.0129,-0.6489,11.8368,18.4802,-2.8423,-0.8626,2.4639,-0.5916,-0.0619,-0.9724,-0.221],[-2.1421,-0.3592,12.1167,18.523,-2.6711,-0.592,-0.9593,-0.3096,-0.0612,-1.262,0.4084],[-1.3982,-0.9882,14.5108,19.5836,-1.9519,-0.4509,-0.975,-1.2371,-0.1472,-1.4318,-0.2356],[-4.5668,-1.1607,12.8981,21.321,-2.0606,-1.527,0.1426,-0.5835,0.0931,-1.517,0.1358],[-3.6937,-0.9312,17.2644,19.2254,-3.9493,0.5991,0.784,-0.262,0.4445,-1.5072,-0.119],[-1.6441,-0.9418,21.4818,15.6797,-1.6007,0.0603,-1.6733,-0.5558,0.3231,-1.5614,-0.1026],[-3.3224,-1.5044,13.4069,19.7822,-0.8958,-0.324,0.5075,-1.1668,-0.1645,-1.1354,0.1479],[-3.9581,-1.6893,13.3337,22.8477,-1.3645,-0.31,-0.2958,-1.3193,0.2902,-1.6152,-0.1435],[-2.9722,-3.1166,17.0225,21.6725,-1.2028,-0.6865,-1.4635,-0.7254,0.0648,-1.7584,-0.7138],[-3.849,-2.7799,13.3761,20.6,-0.8494,-1.2767,-1.2748,-1.5266,-0.0677,-1.8257,-0.3669],[-3.9073,-1.8357,13.1328,21.4392,-0.4803,-1.3458,-1.3118,-1.2236,0.0524,-1.5334,-0.5118],[-3.7407,-1.0831,11.5623,22.2044,-0.9035,-1.288,0.3079,-0.3643,0.1837,-1.4619,-0.4049],[-3.7539,-0.7573,11.8321,19.3073,-1.3992,-0.7975,0.9786,-0.4967,0.2852,-1.3637,-0.7555],[-3.0116,-0.7587,11.7564,18.1959,-1.6208,-1.044,1.0438,-0.4653,0.0571,-0.6502,-0.7194],[-3.6254,0.2002,8.7045,20.2661,-0.5544,-2.4867,0.7195,-0.6873,0.2476,-1.0652,-0.164],[-3.3192,0.052,9.8789,21.4678,-0.9753,-1.5385,1.5422,-0.259,0.1152,-1.1488,-0.5138],[-3.6612,0.7872,11.2243,17.8673,-0.839,-1.0094,0.059,-0.4717,-0.0428,-1.1756,-0.3083],[-4.0338,-0.1054,10.126,16.6804,-1.9025,-0.4904,0.2177,-0.7713,0.1058,-0.9705,-0.4451],[-4.1248,-0.2252,5.4748,12.1184,-0.5672,-1.4558,2.3134,-1.1988,0.2905,-0.7516,-0.2121],[-3.7521,-2.649,11.449,18.2922,-0.0577,-0.0069,2.0448,0.1588,0.4144,-0.9232,-0.215],[-4.0677,-0.425,8.9206,13.4996,-1.5219,-1.0835,0.0308,-0.7311,-0.0369,-1.169,0.2163],[-3.3065,-0.4819,9.9803,14.1774,-1.7231,-0.6183,-1.2748,-1.0195,-0.1132,-1.6176,0.008]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=set_union>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=left>\nmaple_804\n</parameter>\n<parameter=right>\nspruce_417\n</parameter>\n</function>\n</tool_call>","n_tokens":60,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=set_union>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=left>\nmaple_804\n</parameter>\n<parameter=right>\nspruce_417\n</parameter>\n</function>\n</tool_call>","n_tokens":60,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=set_union>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=left>\nmaple_804\n</parameter>\n<parameter=right>\nspruce_417\n</parameter>\n</function>\n</tool_call>","n_tokens":60,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=set_union>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=left>\nmaple_804\n</parameter>\n<parameter=right>\nspruce_417\n</parameter>\n</function>\n</tool_call>","n_tokens":60,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=set_union>\n<maßen>\nleft=\"maple_804\"\nright=\"spruce_417\"\n</maßen>\n</function>\n</tool_call>","n_tokens":42,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0099","set":"practice","cohort":"need_clarification","family":"access_control","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please remove a member access to a group.\nGroup identifier: \"cedar_150\". Member identifier: not provided.\nUnrelated archived note: maple_305, reference 059. These are not inputs to this request.","tools":[{"function":{"description":"Give a member access to a group. Inert synthetic operation.","name":"grant_access","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"group":{"description":"Group identifier","type":"string"},"member":{"description":"Member identifier","type":"string"}},"required":["member","group"],"type":"object"}},"type":"function"},{"function":{"description":"Remove a member access to a group. Inert synthetic operation.","name":"revoke_access","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"group":{"description":"Group identifier","type":"string"},"member":{"description":"Member identifier","type":"string"}},"required":["member","group"],"type":"object"}},"type":"function"}],"prompt_tokens":584,"decision":{"rms":0.3484794690086688,"sumsq":124.35142688825727,"hb":[-0.05658,-0.02804,-1.18128,0.23675,-0.71473,-0.00476,-0.27346],"lse":22.42028022613528,"logits":[12.763,13.215,10.739,11.2,11.007,9.374,8.0,7.2,8.739,10.027,8.785,16.129,10.631,7.863,12.676,8.916,7.163,6.974,10.151,8.631,19.638,7.349,11.317,14.898,12.923,9.313,10.878,8.47,11.026,7.752,8.567,13.738,12.876,7.644,11.039,7.275,6.25,10.4,6.482,8.692,11.269,6.774,6.426,11.059,2.628,6.961,0.936,10.492,5.733,13.828,3.244,8.423,7.911,6.613,6.12,6.066,8.007,11.644,10.523,6.171,5.374,13.156,0.935,6.251,7.933,10.858,5.614,11.571,1.578,16.639,14.319,11.162,8.38,4.651,6.917,3.278,7.303,8.463,9.638,8.576,8.057,8.441,7.03,6.68,8.118,8.964,10.694,3.876,7.283,10.475,-1.588,3.455,15.205,10.0,7.623,7.333,10.807,-3.616,0.136,2.595,5.974,6.923,-0.607,8.293,1.165,12.356,8.724,3.393,4.565,8.952,5.354,9.558,4.376,5.084,7.648,8.628,15.471,5.014,4.759,10.563,10.006,8.831,11.354,13.282,12.176,10.297,2.646,8.831,8.435,7.74,0.095,6.769,1.393,4.992,9.797,10.87,4.329,12.658,2.119,6.623,6.461,13.538,14.291,4.719,2.226,5.128,10.607,-3.198,15.209,1.424,-3.83,8.581,6.17,6.928,1.884,9.344,5.82,6.436,4.032,7.904,6.853,2.579,7.351,-0.99,6.468,3.796,9.119,5.212,-5.505,10.449,10.531,10.475,11.501,3.149,6.492,8.291,14.363,6.319,10.752,5.956,5.752,0.959,3.661,2.773,8.083,16.152,4.945,8.481,2.381,9.706,8.606,3.853,10.843,10.178,5.934,4.01,8.291,12.139,7.309,1.534,4.93,11.534,4.27,-0.52,10.277,7.113,11.616,11.345,3.031,8.99,2.706,12.606,16.343,3.36,8.039,2.64,-4.364,5.124,0.74,1.681,9.897,5.104,6.302,2.733,-1.766,5.192,10.731,3.312,-2.338,-0.483,12.305,-1.447,0.494,7.098,9.343,9.11,3.836,8.022,2.609,7.223,5.764,1.133,4.696,5.165,6.399,10.517,-1.06,-1.517,11.328,7.162,0.769,11.571,7.083,9.537,2.813,3.314,10.034,13.419,4.39,10.697,11.668,9.476,3.491,1.312,4.177,9.039,-0.38,7.155,5.13,11.784,-0.096,0.431,0.303,-0.317,0.945,11.436,6.644,2.959,5.302,0.476,14.669,6.459,-0.703,4.607,2.655,9.529,-4.638,9.857,8.593,10.374,8.464,4.594,10.493,11.355,7.288,8.13,11.805,9.96,11.873,4.967,9.576,5.92,4.334,9.225,5.184,3.682,8.044,11.379,2.428,8.088,6.06,3.459,14.14,2.797,-1.668,-0.116,6.689,4.237,-1.587,1.185,1.444,6.938,6.865,4.99,6.085,8.319,-4.966,-4.445,7.309,8.655,14.775,6.956,0.778,9.74,14.386,3.232,9.289,1.79,3.1,4.0,-3.028,10.163,13.167,11.433,7.428,4.758,6.932,10.193,6.498,7.45,14.193,2.199,-1.919,3.63,10.734,11.877,3.24,10.314,8.308,7.93,-0.35,1.75,0.674,0.666,13.316,13.752,11.286,4.132,1.559,6.132,6.412,11.768,0.033,5.389,10.398,3.756,4.443,9.917,7.594,12.965,1.487,-3.367,11.217,1.201,9.066,2.247,0.539,4.008,13.259,14.492,0.47,12.91,2.943,11.941,-2.566,9.25,6.36,1.28,-0.778,4.064,4.216,-4.716,3.38,-0.037,8.131,-0.67,7.282,13.471,-2.064,3.101,8.749,6.112,3.412,4.135,7.1,8.38,1.149,10.901,5.289,7.064,6.364,7.99,1.042,7.714,2.562,7.484,3.033,0.607,13.209,-0.724,11.341,9.256,7.344,6.69,0.692,6.353,7.291,5.525,16.346,11.327,7.647,11.321,6.479,5.876,-0.442,5.315,9.513,0.913,8.741,1.602,6.308,3.466,9.532,0.622,3.802,1.36,8.835,3.72,4.033,-1.539,1.534,10.043,10.551,4.011,9.212,3.964,0.238,1.123,5.957,6.485,6.066,10.951,5.375,-2.947,1.964,-0.495,-1.165,6.605,1.632,1.578,12.535,3.469,8.692,-0.61,4.904,9.305,-1.298,7.646,15.217,8.398,4.962,9.746,4.01,12.19,4.058,3.598,13.552,-0.368,6.127,0.361,7.247,0.698,2.157,5.057,1.352,1.682,-3.594,3.728,8.566,11.629,3.137,8.183,-1.991,6.933,7.652,2.496,10.022,12.075,7.767,6.142,6.035,-0.478,-0.657,-2.323,4.457,5.062,1.769,-2.032,-1.069,7.916,3.91,2.808,2.532,2.848,6.192,4.991,6.914,4.499,1.998,7.645,3.609,4.322,1.126,11.543,1.257,6.164,9.617,6.024,4.277,4.985,0.088,3.566,-1.988,0.35,8.992,7.827,4.437,10.163,7.675,4.608,6.87,3.992,-3.345,2.557,7.195,9.827,8.045,4.129,7.163,5.36,-1.65,3.026,6.861,7.893,-0.505,6.072,-3.507,3.907,6.289,3.077,2.504,5.536,12.369,-1.198,1.297,3.084,6.81,-1.009,7.269,-1.506,8.553,9.89,-4.8,3.438,14.154,-1.545,4.212,0.91,8.695,11.21,6.663,5.017,6.15,1.143,9.894,7.063,-1.238,-2.74,-6.215,-1.296,5.269,12.935,6.941,6.016,-5.718,7.473,5.093,7.961,4.058,5.609,7.736,8.44,5.184,2.382,2.973,10.447,3.713,8.99,-4.602,4.348,6.527,-0.221,2.371,2.364,7.406,9.256,5.352,-1.407,-0.062,6.672,6.148,-0.513,4.115,5.649,5.564,6.561,5.609,-5.418,3.751,2.848,-1.015,1.519,7.067,6.608,-1.38,2.632,-3.067,11.341,-2.984,5.101,7.082,1.553,3.366,12.085,2.169,4.563,6.108,-2.215,3.209,9.534,-5.235,-0.668,3.738,2.351,-0.406,2.625,6.044,7.02,0.599,1.725,3.212,2.522,6.525,7.448,0.162,0.926,1.44,8.988,3.305,7.75,4.373,6.288,10.4,5.733,5.071,3.108,-2.981,1.106,5.314,-0.501,4.217,3.086,1.818,-0.46,9.001,-3.596,4.274,7.191,0.097,3.239,7.596,-1.667,7.733,8.594,5.252,1.138,7.4,8.831,2.982,4.635,4.643,1.398,3.39,-0.581,3.333,5.88,-1.283,6.145,5.036,1.934,4.667,4.571,0.268,6.1,-1.914,8.041,7.17,2.323,9.798,4.569,4.326,6.202,4.331,3.081,6.669,0.867,3.367,3.3,6.255,0.068,-3.466,7.064,5.319,-0.61,4.055,0.118,-6.181,0.23,11.663,0.243,6.832,-2.585,2.027,7.709,5.527,2.096,-0.875,0.204,0.794,1.341,-1.598,-2.207,3.643,7.558,-0.681,-0.52,1.903,5.925,0.712,3.921,11.846,-4.221,6.122,5.058,3.291,7.273,7.746,-1.481,2.757,2.563,8.469,0.574,0.029,2.585,1.523,-4.289,-4.366,-1.344,-0.267,0.294,0.648,4.271,-1.486,7.206,2.927,0.802,-5.154,-1.783,-1.653,0.781,1.823,1.241,4.83,-1.178,4.019,2.345,6.893,1.315,-0.952,-2.373,-2.233,3.06,1.008,4.48,3.061,3.786,-0.139,1.692,2.373,1.198,0.509,-3.223,0.08,1.135,0.136,-1.299,0.66,-4.033,0.811,10.169,8.902,0.4,1.923,1.637,5.0,4.765,-1.899,-0.363,2.28,1.208,-1.235,0.232,-0.717,-4.22,4.581,-2.003,1.879,-1.013,0.438,-0.542,-2.019,2.576,-1.938,0.189,1.604,-0.214,0.178,-2.311,-0.216,-3.091,1.856,-1.992,-0.382,0.603,0.879,-1.076,2.087,2.906,-0.329,-1.658,-1.006,-0.416,3.511,-0.669,2.25,2.334,2.604,1.549,-0.655,-5.996,6.526,2.096,1.102,2.455,2.342,2.638,0.475,-1.916,-0.524,-2.053,-2.089,3.184,-1.906,1.778,1.47,5.764,0.473,0.582,4.462,2.689,-0.827,2.618,-0.239,-0.096,-1.717,0.194,1.544,0.291,-0.884,1.874,-4.045,-3.779,2.615,-1.656,-1.079,-0.242,2.2,5.141,-2.577,5.165,1.434,2.552,1.751,0.285,-0.145,-3.995,4.0,2.108,1.044,1.23,-2.569,-2.55,2.485,3.288,-1.226,2.57,1.109,1.088,-0.725,-2.135,3.153,-0.229,4.923,2.786,-0.436,2.242,-3.148,0.516,0.732,-2.297,2.655,-1.995,0.338,1.717,-0.234,2.148,0.755,1.545,4.021,-2.225,-1.073,1.62,0.729,1.644,-0.457,2.838,0.326,0.081,5.022,0.614,2.847,2.979,8.811,0.054,4.609,-1.009,1.707,0.103,0.076,-2.001,-0.679,-2.664,1.773,5.284,-0.875,1.466,2.376,1.059,-0.758,1.56,1.013,0.374,1.77,-0.026,4.561,4.532,-1.33,-1.838,-0.58,-0.072,-1.455,-2.66,-1.974,0.112,3.562,-4.299,6.537,1.81,-2.286,-0.634,4.91,2.528,-0.249,3.432,4.626,1.445,-1.947,8.983,22.325,9.251,10.647,10.229,15.439,12.225],"base_top":[[248058,22.325],[40,19.638],[760,16.639],[22916,16.346],[5328,16.343],[3928,16.152],[27,16.129],[1919,15.471],[248068,15.439],[27775,15.217]]},"positions":{"tokens":[248058,198,27,1628,47980,7378,12394,29,198,27,15704,28,3938,29,198,1931,277,62,16,20,15,198,510,15704,29,198,27,15704,28,9311,29,198,1856,3766,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=re","voke","_access",">","\n","<","parameter","=","group",">","\n","ced","ar","_","1","5","0","\n","</","parameter",">","\n","<","parameter","=","member",">","\n","not"," provided","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.9644,1.7293,-1.2219,-0.7206,-2.1833,0.6742,-0.6068,-0.0021,0.1659,-0.6181,-0.221],[-3.3516,1.0394,7.6085,15.3459,-0.9865,-1.9447,0.9334,-0.8599,0.1042,-0.5096,-0.3433],[-4.0207,0.1956,10.2646,17.5101,-1.4092,-0.3042,-0.61,-0.3228,0.1047,-0.8022,-0.2453],[-1.5932,0.1346,10.3294,16.5098,-2.0592,-0.0354,0.4751,-0.8452,-0.0315,-0.4668,-0.1436],[-1.6916,-0.3333,10.3589,16.6379,-2.6954,-0.8452,-2.3916,-0.4124,0.083,-0.661,0.2128],[-1.4545,-0.6631,10.6859,17.7973,-1.0555,-1.2062,-0.9702,-0.8162,0.1031,-0.9971,0.152],[-2.3412,-0.8572,10.9336,21.6299,-1.1113,-1.7469,-1.0568,-0.9831,0.181,-1.6844,0.1756],[-4.4115,-0.3604,10.163,22.2417,-1.0519,-1.5622,-0.0239,-0.5261,-0.011,-1.0983,-0.059],[-4.6362,1.0857,10.8149,21.3265,-1.9161,-1.8228,1.5781,-0.1302,-0.0777,-0.7655,-0.1262],[-4.6503,0.1881,11.3631,17.5992,-1.4754,-1.19,0.1757,-0.2825,-0.2759,-1.0853,-0.0888],[-0.7933,-0.4753,10.6374,16.9296,-2.5047,-0.9515,3.154,-0.5034,-0.3194,-0.8851,-0.0062],[-1.5493,-0.1023,10.423,17.6342,-2.2971,-1.3567,-1.0576,-0.5703,-0.2384,-1.1655,0.4516],[-1.2895,-0.0987,12.4731,15.6884,-0.8419,-1.6151,-0.9992,-1.0178,-0.2382,-1.3066,-0.1733],[-4.1129,-2.6889,10.7203,21.5422,-2.6398,-2.3218,0.8235,-0.568,-0.1294,-1.2572,0.0884],[-3.4509,-1.1451,16.677,19.5414,-3.5287,-1.1382,1.2686,-0.2232,0.3497,-1.1658,-0.1208],[-1.4287,-0.7705,20.7744,16.3542,-1.9676,-1.5072,-1.5357,-0.4853,0.1966,-1.207,-0.1631],[-2.8027,-2.8625,13.8803,21.1703,-1.3963,-0.1199,0.5685,-1.1878,0.0615,-1.043,-0.0181],[-4.4553,-1.3243,13.6784,23.0532,-2.2726,-0.0639,0.7758,-1.5032,0.2998,-1.5925,-0.0571],[-3.2252,-3.1048,16.8134,21.5876,-1.921,-0.5808,-0.8125,-0.3801,0.2337,-1.5165,-0.7599],[-1.9687,-1.7931,14.5217,20.6871,-1.6095,-2.1854,-2.0916,-1.3405,0.1003,-1.9096,-0.657],[-2.8845,-0.5819,14.0824,22.896,-0.4181,-1.6372,0.3264,-1.3813,0.1135,-1.5339,-0.2965],[-3.5393,-0.3354,11.9902,22.1508,-0.7204,-2.2393,1.0156,-0.5461,0.1315,-1.3899,-0.3501],[-3.5463,-0.215,12.6596,19.9263,-1.8066,-0.3568,0.7116,-0.193,0.0981,-1.1464,-0.4606],[-2.5319,0.8662,11.2261,15.9088,-1.581,-0.741,0.6227,-0.3512,0.0054,-0.5266,-0.605],[-3.7274,0.2706,10.3715,21.5318,-1.3874,-2.7063,1.1419,-0.7934,0.0879,-1.2238,-0.2863],[-2.1797,0.0952,11.3584,19.977,-0.9322,-1.0164,1.8493,-0.367,0.3995,-0.9836,-0.4242],[-1.8488,1.1698,9.9165,16.6528,-1.5572,-0.423,0.1291,-0.5903,-0.1544,-0.962,-0.2903],[-0.2844,0.4851,11.366,18.1935,-2.7255,-0.833,2.4209,-0.4401,-0.2566,-0.8157,-0.2047],[-1.1672,0.1577,10.4375,17.577,-3.0102,-0.9203,-0.734,-0.2957,-0.2098,-1.0721,0.1289],[-0.4033,0.4675,12.3911,16.9824,-1.2163,-1.2202,-1.043,-0.8666,-0.158,-1.2059,-0.4933],[-0.0364,1.17,8.6608,18.7677,-1.0902,-2.4839,-0.1707,-0.9271,-0.3659,-1.4327,0.072],[0.0253,1.1384,12.5618,16.4641,-1.4684,-2.0601,1.3316,-0.1262,0.099,-1.0769,-0.4202],[1.3284,1.3671,15.795,12.7293,-0.3853,-2.4054,-1.1248,-0.1967,0.0005,-0.9308,-0.3897],[-1.6093,-0.8481,10.4891,20.039,-1.241,-1.4263,-0.2907,-0.7648,0.0861,-1.3796,-0.1476],[-0.9539,0.8704,9.4138,20.6457,-1.0385,-1.9852,1.0712,-0.6634,0.0378,-1.9017,-0.2095],[-2.2065,0.2097,12.1847,19.3885,-1.5174,-0.7394,0.5369,-0.3781,0.1251,-1.3199,-0.4764],[-1.6486,0.711,11.4421,16.822,-1.2846,-0.5298,0.2494,-0.5663,0.0894,-0.6083,-0.6527],[-3.5276,0.1319,9.4703,21.9385,-1.0681,-2.9174,0.5988,-0.8856,0.1754,-1.3625,-0.2006],[-2.4848,-0.4874,9.9076,21.9662,-0.8659,-1.0638,2.1351,-0.2012,0.087,-1.1777,-0.2046],[-2.837,0.5801,9.7257,16.9211,-0.957,-0.6532,-0.1941,-0.6086,-0.1059,-1.1761,-0.19],[-0.3976,-0.1779,9.9606,16.6884,-2.1941,-0.7602,2.9369,-0.5122,-0.1535,-0.8933,-0.2703],[-1.387,-0.8683,10.6867,18.3984,-2.4558,-1.8464,-0.6982,-0.2675,-0.0701,-1.1285,0.3646],[-0.789,-0.8392,13.0138,19.1828,-1.4444,-1.9818,-0.436,-0.9804,-0.1232,-1.467,-0.4702],[-3.786,-2.1348,11.8124,22.3548,-0.5918,-1.7231,0.2483,-0.8499,0.0231,-1.5562,0.1071],[-2.4778,-0.5922,12.4477,19.5736,-2.0937,-1.5216,1.6491,-0.1342,-0.0341,-1.3188,-0.1552],[-0.9017,-0.7277,15.9809,16.2272,-0.7891,-1.445,-0.9442,-0.5411,-0.0359,-1.4242,-0.2314],[-3.7445,-0.255,10.9254,22.7216,-1.2789,-1.6135,0.9296,-0.5108,0.2184,-1.4281,-0.2935],[-4.3706,-0.9779,12.085,18.5271,-2.2019,-0.3968,1.1617,-0.5973,0.233,-1.2146,-0.6699],[-2.8089,-0.1243,11.7805,16.5492,-1.7821,-0.202,1.227,-0.8102,0.1096,-0.6988,-0.6564],[-4.5269,-0.3655,8.858,20.2383,-0.555,-2.1824,0.5972,-0.5443,0.4356,-1.1727,-0.1604],[-3.2454,-0.1878,9.9784,21.0071,-1.4649,-1.0545,2.124,-0.0666,0.3905,-0.9978,-0.4201],[-4.5636,0.453,10.6831,17.613,-0.4654,-0.5693,-0.0931,-0.3911,0.0301,-0.9975,-0.2213],[-3.7957,-0.2139,10.5193,16.9695,-2.0002,0.0296,-0.273,-0.7503,0.1018,-0.9653,-0.3554],[-4.3015,-0.1881,5.6037,13.6016,-0.673,-1.9049,1.7739,-0.918,0.2083,-0.7886,-0.1774],[-3.8217,-2.3075,10.5,18.9048,-0.9129,-0.8537,2.662,0.1815,0.2786,-0.9829,-0.1585],[-4.7031,-0.2982,8.544,13.3203,-1.9917,-1.2554,-0.4599,-0.548,-0.1515,-1.0073,0.191],[-2.6802,0.2273,10.3311,14.2464,-2.2847,-0.1061,-1.9381,-0.8277,-0.0205,-1.5637,0.1759]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=revoke_access>\n<parameter=group>\ncedar_150\n</parameter>\n<parameter=member>\nnot provided\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=revoke_access>\n<maßen>\ncedar_150\n</maßen>\n<parameter=member>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0184","set":"practice","cohort":"valid_call","family":"record_mutation","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> append_value {\"record\": \"spruce_163\", \"value\": \"maple_371\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: append text to an existing field value.\nRecord identifier: \"spruce_163\". Replacement or appended text: \"maple_371\".\nUnrelated archived note: cedar_622, reference 028. These are not inputs to this request.","tools":[{"function":{"description":"Append text to an existing field value. Inert synthetic operation.","name":"append_value","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"record":{"description":"Record identifier","type":"string"},"value":{"description":"Replacement or appended text","type":"string"}},"required":["record","value"],"type":"object"}},"type":"function"},{"function":{"description":"Replace an existing field value. Inert synthetic operation.","name":"replace_value","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"record":{"description":"Record identifier","type":"string"},"value":{"description":"Replacement or appended text","type":"string"}},"required":["record","value"],"type":"object"}},"type":"function"}],"prompt_tokens":597,"decision":{"rms":0.3709721772354526,"sumsq":140.92222083359957,"hb":[-0.01128,-0.02635,-2.16248,0.32463,-1.67638,0.14733,-0.84189],"lse":23.488147472693818,"logits":[15.166,12.827,11.147,10.866,10.616,9.761,8.95,6.88,9.175,10.104,8.185,16.401,11.723,8.557,12.004,9.217,7.396,9.276,10.453,8.682,19.682,8.235,9.765,11.798,11.239,10.124,9.884,10.418,10.191,8.129,7.95,15.329,14.384,9.599,12.429,9.488,8.062,11.683,7.593,11.337,11.432,9.277,7.169,13.695,4.168,7.108,1.4,10.21,6.625,13.036,6.43,10.064,12.111,8.128,7.859,4.092,9.207,13.438,10.071,7.337,9.392,12.649,4.578,7.249,14.267,13.589,6.712,10.543,4.11,17.076,8.782,6.797,7.033,-0.193,5.066,4.468,9.108,2.105,6.437,10.055,7.639,11.659,8.149,6.564,8.765,2.731,8.863,7.47,11.049,14.731,2.469,1.697,15.073,11.109,1.547,5.911,10.855,-3.497,3.353,6.148,4.806,7.324,0.306,3.344,0.782,12.758,9.066,5.911,7.267,8.453,7.331,10.419,6.087,3.661,4.863,10.043,15.914,5.65,5.475,5.333,11.222,8.792,11.979,12.263,12.484,11.364,1.015,14.401,12.051,4.58,1.173,8.094,4.621,5.809,12.775,6.577,3.38,12.817,4.192,9.388,9.267,13.28,11.534,5.04,-1.009,6.731,10.678,1.791,14.148,2.415,-0.957,7.954,6.769,8.218,2.612,8.244,5.285,8.491,6.94,9.202,5.32,3.677,9.285,-2.516,6.325,6.841,6.669,3.756,-6.855,6.618,9.697,9.805,11.925,5.409,8.494,3.705,4.87,7.418,9.238,7.165,6.56,8.541,5.991,6.306,9.217,14.355,7.032,10.441,-3.236,8.89,9.254,4.457,10.076,13.023,2.139,4.261,8.878,9.449,7.896,2.736,5.588,15.04,5.327,3.316,10.259,5.69,8.088,6.632,5.786,9.802,3.321,9.29,13.774,1.533,7.588,8.272,-5.407,-0.663,4.932,4.243,4.114,9.233,7.71,3.849,0.617,2.439,3.827,4.396,2.456,3.008,8.622,-3.033,3.214,14.606,7.47,11.785,1.199,12.476,4.363,7.252,9.051,5.357,1.584,4.044,5.294,11.234,-0.456,-6.331,4.299,9.916,-0.724,10.525,7.978,6.443,5.288,-3.048,11.741,10.363,6.018,9.381,7.907,9.882,4.289,1.113,10.835,2.31,1.836,9.91,3.288,12.219,1.668,3.024,2.723,-0.252,2.873,4.666,5.342,5.626,9.538,0.293,6.997,7.275,1.028,6.634,4.423,7.359,0.152,5.504,11.236,9.952,8.313,4.651,9.934,5.091,8.35,9.686,5.915,10.996,12.302,8.438,7.81,6.208,6.034,7.118,4.968,3.04,1.248,10.032,3.177,8.167,5.236,1.985,12.598,5.126,-0.805,-5.555,7.676,6.414,-5.372,-0.388,5.91,8.424,8.401,7.628,10.374,11.099,-3.021,-1.851,6.84,9.506,13.428,9.351,1.006,8.724,12.137,6.61,8.554,4.302,3.583,4.133,-1.031,12.916,11.135,11.714,10.244,2.796,6.308,3.444,6.437,0.647,8.922,5.768,-1.437,6.704,11.3,10.67,5.826,9.672,9.124,8.212,2.682,6.708,-1.089,-0.476,10.471,6.38,12.716,3.24,2.261,1.757,11.396,8.307,0.951,5.487,8.715,5.28,4.368,9.373,8.262,11.108,3.185,-1.943,13.602,3.558,7.211,2.273,2.39,1.892,8.688,10.593,1.678,10.417,3.889,9.36,-0.808,9.46,5.25,0.987,1.396,0.748,1.72,-0.17,4.992,0.225,10.372,2.225,9.534,9.642,-2.797,3.245,8.824,7.027,-2.347,5.578,8.856,7.943,-3.481,10.606,8.847,7.706,7.256,10.768,2.62,8.726,6.702,8.237,4.373,0.548,11.437,-0.568,10.915,8.219,3.612,2.792,4.782,1.947,12.007,5.097,10.852,9.602,8.084,9.89,14.673,3.996,1.726,6.662,8.294,-0.176,11.48,1.541,6.627,-2.037,10.057,-2.446,4.016,4.444,7.23,7.191,2.323,1.042,2.533,7.96,6.813,3.782,8.585,1.273,-0.062,2.744,6.535,5.338,4.905,11.915,5.728,0.977,3.279,4.555,-1.269,6.907,3.765,1.184,7.556,5.059,7.809,0.144,5.663,10.012,-0.79,3.859,14.795,7.711,4.211,5.751,3.857,6.973,4.286,5.594,8.909,-0.859,7.954,3.751,6.034,1.338,1.667,3.495,-0.095,6.333,1.988,3.76,12.523,11.52,5.345,9.269,-1.126,4.403,5.982,5.162,3.879,10.741,1.588,5.988,7.472,2.743,3.238,-0.338,5.312,4.025,1.393,-1.678,1.301,4.711,6.104,5.533,3.419,5.972,3.095,4.97,5.171,5.56,1.412,2.511,4.211,-1.764,3.308,11.941,2.416,4.564,8.415,6.184,4.832,7.301,2.032,4.648,-2.358,1.409,6.038,8.444,5.972,9.191,0.818,6.882,6.83,4.565,0.265,1.459,6.326,9.535,5.712,1.927,8.267,3.144,1.208,7.188,2.495,7.693,1.973,6.439,-2.832,4.456,7.04,1.225,4.1,6.609,7.686,0.253,2.442,1.347,6.458,1.955,12.181,-1.288,9.629,7.238,-1.784,7.354,7.186,-1.017,1.781,4.166,2.72,9.312,0.534,6.32,7.173,1.886,9.399,9.232,0.587,-0.095,-1.782,2.199,7.734,8.847,8.152,4.501,0.825,6.274,3.255,6.735,2.843,7.931,8.806,5.852,6.176,0.426,1.985,9.44,2.291,7.326,-3.48,6.795,6.689,1.231,2.005,1.408,7.732,11.478,4.325,-0.018,1.068,3.784,7.266,-0.497,3.227,4.463,5.385,7.141,6.283,-2.304,0.371,2.058,-0.399,2.511,6.584,7.215,-3.469,0.929,-2.651,9.709,-1.005,1.841,7.17,9.134,6.27,8.612,2.083,7.903,6.907,-1.663,3.695,10.129,-5.666,-0.246,0.838,4.516,-0.418,5.028,6.245,9.344,-1.074,3.244,2.691,1.533,6.533,10.653,3.804,0.663,-0.009,9.846,4.753,8.167,8.003,3.549,9.21,4.586,2.915,5.8,2.372,3.238,6.527,1.189,4.907,2.192,-1.005,-0.758,14.176,-1.309,6.336,0.619,0.307,4.091,6.537,1.135,6.172,11.105,1.677,1.062,1.375,4.544,3.338,3.34,2.69,-1.19,5.148,3.131,4.147,9.728,-1.32,10.884,6.486,4.606,4.026,-1.643,3.224,4.195,0.168,6.627,7.227,0.464,13.77,0.131,5.388,2.279,6.64,2.679,7.207,3.844,1.526,3.259,5.394,0.845,-1.011,9.611,-3.075,1.536,8.535,2.335,-2.8,1.596,5.805,-0.935,2.252,0.138,1.898,7.79,5.923,3.654,-0.8,2.133,2.681,3.312,-1.718,-1.72,7.777,6.362,1.543,-1.507,1.738,6.899,2.443,4.51,10.439,-2.897,4.337,4.333,6.278,2.864,7.588,-1.711,1.203,1.647,7.019,-5.28,-1.247,4.786,0.696,-1.245,-0.68,-0.134,2.209,0.92,3.386,5.072,-1.061,5.07,4.219,0.872,-1.307,-5.004,-3.958,1.267,2.167,0.395,4.031,0.038,5.07,-0.411,5.116,1.573,1.016,2.329,-1.527,1.988,3.094,3.58,1.581,4.093,-1.655,3.802,0.101,4.378,1.211,-1.63,2.01,0.847,0.27,-0.304,2.415,-0.09,1.379,13.598,9.758,0.472,1.863,1.801,1.53,3.802,-0.459,0.466,1.189,1.344,-1.452,0.318,-1.31,-3.046,6.154,0.636,2.459,-0.633,2.781,-2.657,-2.174,3.265,0.249,-2.128,1.3,0.621,1.425,-1.084,-1.365,-2.345,3.111,0.13,-0.431,-0.324,-0.778,0.649,1.953,2.206,-0.683,0.98,-3.588,-0.18,1.24,1.808,2.324,4.074,3.865,3.044,-1.896,-1.785,3.994,2.913,-1.414,0.243,3.469,2.464,0.286,-2.768,0.476,-1.698,-0.337,3.625,-1.571,0.796,1.812,4.582,2.217,2.906,3.136,3.918,-1.254,4.393,-0.807,1.264,1.66,-0.448,3.845,0.839,-0.119,2.012,-3.939,-2.587,3.831,-0.222,1.098,1.703,-0.142,2.703,-1.914,5.687,-0.052,4.038,1.97,-1.353,-0.531,-1.746,4.143,1.243,-0.409,1.183,-2.158,1.645,0.466,5.909,0.69,3.107,-0.468,2.374,1.148,-1.539,3.518,5.236,1.469,0.24,-0.23,0.402,-3.548,-1.688,-1.933,-4.122,2.082,-4.342,0.796,-0.549,-1.983,-1.223,0.104,3.249,2.604,0.252,2.115,-0.383,-0.861,-1.866,0.907,4.16,2.25,-0.496,4.945,0.633,2.305,2.809,3.064,2.337,3.595,-1.334,1.785,1.978,-0.166,0.041,-2.731,-0.545,1.447,3.388,-0.14,3.352,3.249,1.846,-0.525,4.233,0.996,1.952,5.559,1.758,3.353,2.711,-2.032,-1.052,0.004,-0.2,-0.147,-2.254,1.934,-1.685,0.481,-3.689,1.97,2.708,-0.393,-0.855,1.695,3.57,-2.032,3.496,4.752,1.943,-2.789,11.259,23.456,11.618,11.776,12.264,16.642,13.954],"base_top":[[248058,23.456],[40,19.682],[760,17.076],[248068,16.642],[27,16.401],[1919,15.914],[58,15.329],[1,15.166],[1206,15.073],[4754,15.04]]},"positions":{"tokens":[248058,198,27,1628,28,4928,3042,29,198,27,15704,28,8286,29,198,49931,10208,62,16,21,18,198,510,15704,29,198,27,15704,44984,29,198,2117,273,62,18,22,16,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","append","_value",">","\n","<","parameter","=","record",">","\n","spr","uce","_","1","6","3","\n","</","parameter",">","\n","<","parameter","=value",">","\n","map","le","_","3","7","1","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.9643,-0.96,2.7305,0.9749,-2.172,1.0166,1.1102,0.1631,-0.1511,-0.7811,0.0599],[-4.4037,0.3009,8.2278,15.3116,-1.4752,-2.0579,1.8011,-0.6709,0.1707,-0.6119,-0.4204],[-4.5718,-1.0928,11.5137,18.2687,-2.6263,-0.9757,0.7432,-0.1399,0.0342,-0.7397,-0.1898],[-2.1464,-0.7979,10.4778,16.7536,-3.3663,-0.9657,1.7238,-0.7611,-0.1116,-0.5248,-0.0227],[-2.4941,-1.1857,11.0398,18.6724,-3.3379,-0.4148,-0.7671,-0.3643,-0.2746,-1.1184,0.387],[-2.0392,-1.673,13.7354,16.4583,-2.1025,-0.3966,0.1987,-0.8322,-0.11,-1.1879,-0.0054],[-3.1476,-2.109,10.0739,21.1713,-1.6165,-0.7699,0.4496,-0.8129,-0.2876,-1.2729,0.132],[-5.6932,-0.9816,10.7857,22.3671,-1.1049,-1.023,1.7488,-0.6732,-0.3039,-1.0901,0.2441],[-5.282,-0.1498,11.2724,22.1008,-2.617,-1.8937,2.1241,-0.0735,-0.2717,-0.7569,-0.2514],[-4.1683,-0.3394,11.6033,18.0544,-1.6008,-1.4094,0.6903,-0.2137,-0.3037,-1.0339,-0.3918],[-0.7349,-0.3045,9.5881,16.2189,-2.6209,-0.7288,4.2356,-0.4725,-0.4069,-0.6702,-0.2517],[-1.2943,-0.4707,9.9674,18.3366,-3.307,-1.4763,-0.034,-0.5147,-0.4341,-1.0039,0.2505],[-1.6379,-0.9352,12.8127,16.5576,-2.3114,-1.7491,0.0624,-1.0736,-0.3998,-1.1962,-0.2664],[-4.1514,-2.5182,11.6196,22.8111,-2.9415,-1.8255,0.182,-0.5883,-0.1903,-1.4863,0.0435],[-4.1573,-1.4779,16.9549,20.2286,-3.8734,-0.6024,1.6,-0.2483,0.3732,-1.5773,-0.1773],[-1.7571,-1.2282,21.083,16.0564,-1.6508,-0.9506,-1.5673,-0.3921,0.1983,-1.5066,-0.243],[-3.6405,-1.5503,12.8535,19.3539,-1.0827,-0.3237,0.9678,-1.2044,-0.1109,-1.1078,0.1264],[-4.7198,-1.4733,13.1006,22.9469,-1.8285,-0.2449,0.4859,-1.3181,0.2091,-1.663,-0.0633],[-3.5485,-3.0554,16.4449,21.6341,-1.9255,-0.8136,-1.2462,-0.5138,-0.0149,-1.451,-0.6741],[-3.14,-2.6375,13.8577,21.1539,-1.4879,-2.4646,-1.4612,-1.3248,-0.0546,-1.5808,-0.3556],[-4.5669,-2.3672,12.5026,21.3783,-0.7413,-2.5593,0.7766,-1.1664,0.274,-1.6869,-0.1587],[-4.8695,-1.4459,11.295,21.4544,-1.0967,-1.6688,1.6957,-0.4216,0.0328,-1.4161,-0.2183],[-4.7887,-1.5093,12.9867,19.8266,-2.3625,-0.9372,1.1699,-0.2198,-0.0161,-1.2422,-0.4679],[-2.9202,0.1226,10.4295,16.0818,-2.1092,-0.8232,1.2011,-0.1977,-0.0747,-0.6572,-0.5689],[-4.8962,-0.6349,9.9382,22.4098,-1.6161,-2.9449,1.4561,-0.7949,0.0649,-1.1555,-0.1646],[-3.9406,-2.121,11.7147,21.4363,-1.9539,-0.3319,3.641,0.0764,0.0906,-1.132,-0.1908],[-5.2405,-0.7112,10.9505,18.7019,-2.1398,-1.3663,0.4698,-0.1046,-0.392,-0.8487,-0.3051],[-1.4209,-1.6092,11.4054,19.0147,-3.1403,-1.4169,2.125,-0.3391,-0.3383,-0.8898,-0.108],[-2.1236,-1.2766,10.9087,19.9635,-3.666,-1.7792,0.194,-0.4723,-0.3431,-1.2338,0.3923],[-5.3206,-2.9365,13.0107,20.7752,-2.0756,-1.5583,1.9048,-0.653,-0.0749,-1.4852,0.0941],[-4.1434,-1.8767,15.6844,18.6124,-2.5639,-0.6877,2.8267,-0.1625,0.1808,-1.3525,-0.1434],[-2.6482,-2.0365,18.8533,13.1605,-1.1193,-1.1945,0.1541,-0.2904,0.0761,-1.4076,-0.1271],[-3.5598,-2.0567,13.8238,20.3601,0.1352,-0.3563,-0.176,-1.3924,0.1844,-1.6185,0.0821],[-5.2905,-2.0273,12.353,21.722,-1.617,-0.6449,0.9931,-1.464,0.1002,-1.6408,-0.1349],[-3.8909,-3.0829,15.5496,20.3323,-1.5632,-1.5573,-0.5803,-0.7771,0.0226,-1.5482,-0.5945],[-4.1412,-2.0673,12.0888,18.6169,1.6597,-1.0708,-0.4971,-1.2081,-0.0611,-1.3629,-0.751],[-3.1953,-1.7884,12.1913,21.0674,-0.0477,-1.224,0.28,-1.2542,0.2618,-1.6402,-0.2724],[-3.5168,-1.3245,10.5605,19.8057,-0.6889,-1.5516,1.4734,-0.4458,0.1152,-1.3463,-0.1878],[-4.2641,-1.0202,11.8003,18.0881,-1.3257,-0.8342,1.0461,-0.4401,0.1207,-1.2633,-0.4688],[-3.5462,-0.1998,11.1211,17.2382,-1.5828,-0.9252,1.8176,-0.552,0.0732,-0.6936,-0.4858],[-3.6757,0.1604,8.6267,19.9732,-0.3061,-2.4359,1.068,-0.7449,0.1017,-1.0591,-0.0516],[-2.9588,-0.8044,8.7104,19.4682,-0.7871,-0.553,2.4103,-0.0909,0.0522,-0.9848,-0.1987],[-3.3808,0.2778,9.3085,16.0152,-0.4642,-0.718,0.0639,-0.5943,-0.3252,-1.0092,-0.1565],[-4.1053,0.0219,10.3839,17.1013,-2.3448,-0.2868,-0.0967,-0.8936,0.0193,-0.9689,-0.2827],[-3.838,0.3461,5.3341,12.1592,-0.9205,-1.599,2.205,-1.2297,0.2962,-0.7487,-0.2234],[-3.1869,-1.78,10.2077,16.7399,-1.1579,-0.164,2.6922,-0.0501,0.3884,-1.2269,-0.2037],[-4.5782,-0.1253,8.4479,12.5454,-1.8044,-1.1181,0.4696,-0.9723,-0.1165,-1.1207,0.1855],[-3.4812,0.3425,9.0302,12.9252,-1.8668,-0.1475,-1.9156,-1.0625,-0.1141,-1.5457,0.1078]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=append_value>\n<parameter=record>\nspruce_163\n</parameter>\n<parameter=value>\nmaple_371\n</parameter>\n</function>\n</tool_call>","n_tokens":48,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=append_value>\n<parameter=record>\nspruce_163\n</parameter>\n<parameter=value>\nmaple_371\n</parameter>\n</function>\n</tool_call>","n_tokens":48,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=append_value>\n<parameter=record>\nspruce_163\n</parameter>\n<parameter=value>\nmaple_371\n</parameter>\n</function>\n</tool_call>","n_tokens":48,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=append_value>\n<parameter=record>\nspruce_163\n</parameter>\n<parameter=value>\nmaple_371\n</parameter>\n</function>\n</tool_call>","n_tokens":48,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<algorithm=function_output>\n<maßen=parameter=\"record\">spruce_163</maßen>\n<parameter=value=\"maple_371\"\n</parameter>\n</function>\n</tool_call>","n_tokens":48,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0098","set":"practice","cohort":"no_tool","family":"access_control","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to give a member access to a group. Do not access or change stored data.\nGroup identifier: \"063\". Member identifier: \"maple_205\".\nUnrelated archived note: cedar_696, reference 083. These are not inputs to this request.","tools":[{"function":{"description":"Remove a member access to a group. Inert synthetic operation.","name":"revoke_access","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"group":{"description":"Group identifier","type":"string"},"member":{"description":"Member identifier","type":"string"}},"required":["member","group"],"type":"object"}},"type":"function"},{"function":{"description":"Give a member access to a group. Inert synthetic operation.","name":"grant_access","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"group":{"description":"Group identifier","type":"string"},"member":{"description":"Member identifier","type":"string"}},"required":["member","group"],"type":"object"}},"type":"function"}],"prompt_tokens":608,"decision":{"rms":0.3774510191785117,"sumsq":145.88751040399075,"hb":[-0.12539,-0.03317,-1.48514,0.00052,-1.03157,0.31346,-0.3226],"lse":22.237818702671298,"logits":[14.445,13.768,14.574,13.381,12.136,13.016,9.612,12.007,9.515,11.11,9.448,16.049,13.158,8.946,14.431,12.064,10.351,9.809,16.185,10.288,20.173,10.452,11.64,15.067,12.461,12.649,11.989,8.548,10.873,10.296,7.859,13.945,15.669,9.515,11.71,9.692,8.48,12.418,8.137,7.96,12.892,9.313,7.712,12.496,5.296,5.326,4.853,12.658,5.415,15.942,5.945,7.776,9.382,7.282,7.203,6.13,8.56,11.705,12.186,6.088,6.837,16.488,2.1,7.205,8.684,11.104,6.897,12.647,0.515,18.133,9.941,9.017,8.94,0.161,15.011,3.696,9.868,6.587,11.111,12.808,10.329,8.559,10.057,11.194,11.431,7.387,7.474,3.465,11.351,11.74,-0.885,5.673,19.794,8.952,6.106,9.01,14.452,-6.156,-2.098,4.816,10.029,8.24,0.867,8.188,1.951,14.055,12.945,3.223,6.009,12.345,5.84,9.943,8.6,6.603,9.447,12.363,18.847,8.149,7.84,10.307,13.85,11.956,15.468,16.132,17.655,12.654,2.758,11.839,9.437,8.889,4.234,10.016,1.959,9.007,8.518,7.435,5.726,15.36,3.535,8.486,7.909,17.149,15.425,6.857,5.495,7.765,14.344,0.245,17.768,3.171,-2.301,10.517,7.386,6.463,6.832,9.057,8.062,9.835,9.606,9.415,9.979,4.62,10.087,-1.055,10.606,5.397,10.216,5.706,-4.446,9.409,13.448,13.916,15.271,6.871,6.332,7.712,9.098,8.826,13.363,7.747,9.989,4.781,4.37,4.449,9.136,17.406,8.144,12.258,-0.314,11.159,11.697,6.445,15.933,10.873,5.332,7.571,10.256,16.096,9.539,2.241,8.549,12.385,6.215,0.857,12.612,9.418,11.309,7.609,4.017,12.654,3.264,16.155,15.773,2.032,9.437,3.616,-4.693,3.266,2.203,4.51,10.725,4.948,10.355,3.4,0.394,7.613,9.981,7.509,-0.151,4.459,11.759,-1.899,2.768,7.439,11.071,9.199,4.884,12.051,7.153,11.341,5.171,2.288,4.7,3.816,4.424,11.123,-1.305,-1.693,10.013,7.686,2.654,9.962,10.932,11.942,7.623,-1.691,12.307,12.649,7.907,13.819,9.755,12.516,5.035,0.946,4.549,8.77,1.89,10.786,5.66,16.321,0.934,-0.051,1.478,1.783,1.338,10.519,8.899,6.793,8.196,3.339,12.955,10.319,0.963,7.021,8.389,10.539,-4.073,9.288,13.022,14.084,8.766,9.01,13.713,9.288,8.669,8.347,9.662,11.841,14.739,10.229,13.325,5.545,4.753,11.711,7.162,6.597,6.74,11.892,-0.642,10.729,9.434,5.806,15.18,5.726,-1.743,-2.072,10.363,6.803,-3.831,-0.209,3.178,9.254,7.338,6.52,7.239,11.825,-3.488,-1.55,9.492,10.41,17.461,8.924,2.442,13.614,13.858,2.348,11.158,3.118,5.354,7.881,2.142,9.277,15.176,10.821,7.846,5.036,7.702,4.802,6.023,3.206,12.107,4.729,-1.288,4.194,7.213,13.203,7.336,12.801,11.959,8.441,0.308,6.384,1.237,1.562,14.173,11.582,11.174,5.06,3.714,5.0,12.028,13.003,0.59,6.66,12.45,3.033,9.057,12.814,9.551,16.549,1.767,-0.558,13.281,3.448,8.402,4.543,1.955,4.211,8.926,13.296,3.228,13.238,5.779,14.447,0.416,12.398,9.446,3.63,0.728,3.679,4.45,-3.517,6.223,5.133,11.999,2.091,9.563,12.996,-2.056,3.594,11.29,9.043,3.504,4.146,10.226,10.471,0.075,10.812,6.81,10.726,8.448,10.364,2.336,6.46,3.886,10.357,3.117,1.827,17.983,-0.054,12.794,8.8,3.8,4.893,2.266,5.917,7.745,7.008,12.267,15.504,9.865,8.215,7.639,5.276,1.604,5.685,11.407,4.446,11.906,2.458,8.81,2.47,12.775,-0.607,3.583,1.424,10.588,6.403,5.872,1.21,1.507,14.162,10.355,5.754,9.171,2.026,0.936,3.32,7.008,6.418,8.878,14.307,8.583,-1.237,4.032,1.337,2.307,8.575,7.675,2.318,11.003,6.009,12.862,1.712,7.391,11.228,-0.542,10.247,16.895,11.023,4.727,7.063,6.564,9.036,6.716,8.115,13.571,1.525,8.592,0.964,7.7,4.791,5.761,8.578,1.433,5.582,-0.085,7.573,12.594,14.583,4.789,11.121,0.954,6.605,12.789,2.339,8.191,14.978,7.94,7.954,10.142,1.825,2.771,-1.745,6.203,8.243,3.846,-2.506,1.706,16.527,6.14,7.585,3.887,2.786,5.155,6.849,8.229,4.058,4.685,8.016,7.996,4.853,0.331,10.271,-2.848,6.703,14.123,10.128,5.681,5.427,0.698,6.43,0.746,0.497,9.123,10.633,4.658,12.65,2.439,8.784,9.584,3.178,-1.125,3.554,9.276,13.573,12.289,6.543,12.636,3.292,0.28,5.36,6.909,11.435,0.585,2.713,-1.207,8.788,7.877,2.208,4.221,6.449,11.173,-0.313,3.591,1.716,7.818,1.547,7.415,-0.086,11.867,10.159,-2.508,5.071,9.57,0.848,3.152,2.493,5.54,12.303,3.078,8.396,7.75,4.014,11.577,10.341,3.899,-2.255,-3.254,-1.027,8.676,10.976,5.921,9.545,-3.131,5.162,2.692,8.017,6.827,8.901,10.804,6.451,5.927,3.937,6.245,12.911,9.198,10.822,-1.784,4.623,7.324,2.302,1.687,5.399,8.236,13.148,7.624,-1.129,1.873,8.821,9.326,1.582,5.68,9.113,7.71,9.871,7.289,-4.501,5.221,4.985,0.006,4.765,10.453,11.098,0.425,-0.086,1.408,13.051,-0.277,4.853,10.747,5.929,6.597,11.151,2.518,5.001,8.933,0.68,6.352,13.401,-4.736,1.876,2.682,6.696,1.509,9.436,8.737,2.485,0.255,2.581,4.27,2.258,7.211,8.215,4.481,2.11,0.925,10.481,6.425,9.087,6.167,14.812,15.496,10.343,6.123,5.824,0.431,3.861,8.596,1.69,6.38,4.244,1.039,-0.447,12.321,-0.816,9.627,3.637,2.835,5.965,10.135,0.194,11.401,12.562,3.608,2.823,7.042,7.063,1.832,3.79,3.382,1.4,4.75,1.255,3.706,9.79,-1.968,9.116,8.409,5.326,5.971,0.804,3.503,7.887,2.97,8.858,10.892,1.314,11.292,5.03,3.768,6.058,7.848,3.897,10.777,0.967,2.956,5.534,9.851,1.752,-0.087,12.208,1.121,0.892,6.114,1.455,-5.246,2.045,8.785,1.228,3.512,0.038,3.499,10.832,7.04,2.794,-2.314,3.319,-1.301,1.498,0.739,-2.679,4.21,11.618,1.346,2.744,6.502,6.954,0.9,8.777,14.038,-1.211,6.659,16.789,5.269,4.835,9.431,-2.527,5.466,1.149,10.745,0.987,1.798,4.429,2.874,1.869,-1.577,0.447,2.199,3.357,4.762,4.793,1.543,7.172,3.427,1.246,0.009,-1.746,1.219,-0.967,3.923,1.331,3.077,1.989,3.571,2.337,6.717,2.781,-1.524,-1.947,1.544,2.051,2.563,4.888,1.505,6.544,-1.519,4.252,3.136,-0.753,1.226,-2.756,0.818,4.454,-0.107,0.332,1.639,-2.512,2.273,10.058,9.353,3.097,2.195,1.801,4.701,2.902,1.894,-1.92,1.78,2.232,0.52,2.795,4.287,-2.505,3.104,-1.18,2.266,0.068,2.656,-1.365,-1.039,3.239,1.685,-1.015,2.083,1.714,0.806,-0.69,0.941,-2.444,0.896,-0.463,2.222,1.894,3.017,0.901,0.92,2.882,2.114,-2.103,0.132,0.08,2.196,1.033,2.866,2.672,2.679,1.383,0.57,-2.527,5.22,4.209,2.255,1.098,0.691,3.744,1.58,0.789,-0.703,-1.978,-1.321,3.212,-3.321,3.619,0.646,4.641,2.107,2.269,4.243,5.259,1.129,3.306,0.689,1.114,0.977,0.08,1.072,-0.523,0.563,2.575,-4.32,-3.757,4.331,1.201,0.133,2.611,2.483,4.252,-0.991,5.846,0.759,2.496,1.492,0.822,1.696,-3.648,5.799,2.376,2.587,2.61,-1.219,-1.346,2.254,4.34,0.481,-0.515,0.583,1.937,-1.548,1.118,3.418,0.263,2.72,1.245,-0.128,0.81,-1.265,0.429,0.487,-4.486,4.968,-0.839,2.557,2.141,0.426,-0.995,3.194,2.226,3.709,-3.144,2.33,2.237,-1.044,0.3,-0.951,2.391,-0.752,0.751,6.205,0.846,1.462,3.635,5.273,1.435,3.127,-0.834,3.114,1.131,1.479,0.119,-2.885,-0.801,3.046,3.498,0.68,3.437,0.469,5.284,0.65,4.059,1.373,2.466,3.075,-1.225,0.624,4.552,-2.032,0.813,-1.122,-0.01,0.63,-1.748,2.026,1.296,3.864,-3.417,4.276,3.742,-1.67,0.236,4.139,2.489,1.343,3.021,1.588,3.713,-3.354,9.404,21.703,6.145,10.88,8.956,16.443,12.214],"base_top":[[248058,21.703],[40,20.173],[1206,19.794],[1919,18.847],[760,18.133],[21365,17.983],[2665,17.768],[2064,17.655],[12189,17.461],[3928,17.406]]},"positions":{"tokens":[248058,198,27,1628,28,49887,12394,29,198,27,15704,28,3938,29,198,15,21,18,198,510,15704,29,198,27,15704,28,9311,29,198,2117,273,62,17,15,20,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","grant","_access",">","\n","<","parameter","=","group",">","\n","0","6","3","\n","</","parameter",">","\n","<","parameter","=","member",">","\n","map","le","_","2","0","5","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.9902,-1.2242,0.6127,0.8591,-2.4332,0.2341,0.3817,0.113,0.04,-0.6584,-0.1208],[-4.0181,0.4719,7.7599,15.0993,-1.1957,-1.5684,1.2332,-0.8633,0.077,-0.5388,-0.3679],[-4.259,-0.3892,11.2437,17.6088,-1.8067,-0.1904,-0.364,-0.4181,0.1021,-0.7769,-0.3195],[-2.102,-0.1611,10.313,15.9422,-2.0263,-0.099,0.7252,-1.0032,0.002,-0.6114,-0.0716],[-1.7197,-0.5522,10.2645,17.0453,-2.6174,-0.5578,-1.7333,-0.5978,0.018,-0.832,0.2897],[-0.6318,-0.4695,12.5446,13.9876,-1.9817,-1.2764,-1.1428,-0.9208,0.145,-1.1056,-0.2028],[-3.0232,-1.7835,10.5439,21.3681,-1.2225,-1.5138,-0.6917,-1.0277,0.1002,-1.3312,0.229],[-5.5468,-1.615,9.7665,21.9,-1.5407,-0.7518,0.5121,-0.382,-0.0399,-1.0957,-0.0165],[-5.4957,-0.026,10.7686,21.6122,-1.979,-1.8083,1.3072,-0.2589,-0.1481,-0.8136,-0.1049],[-4.7781,-0.3511,12.3761,18.3389,-1.5729,-0.8903,0.3111,-0.2702,-0.2968,-1.014,-0.1346],[-1.2381,-1.0036,10.6689,16.7439,-2.3924,-0.8262,3.2112,-0.5004,-0.3164,-0.8397,-0.0556],[-2.2322,-0.7305,10.6311,18.1407,-2.6972,-1.2511,-0.8572,-0.5542,-0.2732,-1.0776,0.4559],[-1.9634,-0.7959,12.9959,16.1192,-1.5251,-1.4567,-0.7324,-0.9826,-0.2952,-1.2166,-0.1182],[-3.7317,-2.376,10.2525,22.2799,-2.9366,-2.1542,1.0526,-0.6858,-0.2647,-1.3178,0.1166],[-3.711,-0.8138,14.1537,21.4721,-3.3254,-0.7873,1.8277,-0.4603,0.1909,-1.1807,-0.1097],[-2.4079,-0.6423,17.5078,18.1456,-2.3108,-0.7785,-1.1016,-0.3661,0.0341,-1.1733,-0.2082],[-3.0723,-2.0485,14.1784,22.0,-1.2412,-2.3879,0.1438,-0.7638,0.1702,-1.0841,-0.4039],[-4.1033,-2.2074,12.7128,21.3979,-1.487,-2.0676,0.6497,-0.9569,0.255,-1.6457,-0.2679],[-4.0747,-1.3513,12.2729,21.6311,-1.5213,-1.7049,1.8695,-0.7119,0.2349,-1.3783,-0.1838],[-5.7467,-1.3496,13.3274,20.7938,-2.3981,-0.6388,0.877,-0.3688,0.0608,-1.1934,-0.5122],[-2.9915,0.2311,11.3007,16.9443,-2.3007,-0.4626,1.5839,-0.3296,0.0088,-0.6769,-0.5375],[-5.2301,-0.3295,11.1534,21.99,-2.2124,-2.7789,1.231,-0.8278,0.0163,-1.2554,-0.2485],[-3.6409,-0.5113,13.1466,19.8356,-2.1045,-0.5155,2.6343,-0.273,0.4588,-0.9418,-0.2008],[-5.5899,-0.7675,11.5878,18.7634,-2.6934,-0.2984,-0.1665,-0.2084,-0.2204,-0.8537,-0.4072],[-2.4848,-1.2558,11.9538,18.2484,-3.6796,-0.8901,2.6342,-0.222,-0.2938,-0.6669,-0.3152],[-2.841,-0.91,11.059,17.9408,-4.005,-0.6564,-0.5028,-0.3449,-0.2728,-1.0131,0.2822],[-2.3237,-0.7433,13.2672,17.9076,-2.4711,-1.1252,-0.8467,-0.8633,-0.3074,-1.0986,-0.3039],[-4.3857,-1.677,12.5793,20.1426,-2.4146,-1.5465,1.1156,-0.7741,-0.033,-1.3309,0.2845],[-3.4798,-0.8206,16.32,18.2258,-3.7512,-0.6872,2.4149,-0.2072,0.3628,-1.3203,-0.0134],[-2.1745,-0.9016,20.3623,14.8535,-2.37,-1.3622,-0.0547,-0.6232,0.2999,-1.3441,0.0244],[-3.2356,-0.999,13.7739,20.2974,-0.4765,-0.6262,-0.4507,-1.3705,0.3154,-1.3651,0.1252],[-4.6562,-1.2835,13.2288,22.8532,-2.2405,-0.4863,1.0045,-1.327,0.3177,-1.2269,-0.0092],[-2.8607,-2.3379,16.3941,21.4391,-2.1187,-1.0428,0.3479,-0.6161,0.116,-1.5253,-0.7465],[-3.3182,-1.6658,13.2711,21.0867,-1.0265,-1.3624,-0.9682,-1.2344,-0.0613,-1.5166,-0.4803],[-3.3406,-1.3266,13.5967,21.5153,-1.0703,-2.91,-1.0106,-1.0719,0.4065,-1.2326,-0.3792],[-4.1986,-1.4701,11.4563,22.5242,-1.3357,-1.9935,1.2881,-0.4957,0.1288,-1.2944,-0.2446],[-4.8126,-1.2775,13.0519,20.2916,-1.9306,-0.984,1.5127,-0.2767,0.02,-1.0971,-0.3721],[-2.8374,0.1518,12.1209,18.3236,-1.8894,-0.7063,1.4243,-0.6576,-0.0625,-0.8179,-0.5319],[-4.2478,-0.7258,9.8359,21.8096,-1.2488,-2.4158,0.9415,-0.9295,0.1722,-1.1729,-0.1031],[-3.0111,-1.4152,10.606,21.7077,-0.8806,-0.8921,2.5842,-0.2179,0.1501,-1.0708,-0.0905],[-3.6459,-0.2583,10.247,17.4258,-1.0242,-1.0097,0.1901,-0.6973,-0.1941,-1.0404,-0.2441],[-0.6771,-0.7606,10.0398,16.3269,-2.5848,-0.8298,3.0551,-0.4965,-0.1503,-0.8541,-0.15],[-2.0075,-1.4002,10.6686,17.9009,-2.5948,-1.8017,-0.6681,-0.2996,-0.1593,-1.0342,0.4521],[-1.4956,-1.3791,13.3483,18.9344,-1.6877,-2.0636,-0.358,-0.9946,-0.2203,-1.3306,-0.3642],[-4.1342,-2.5725,11.7055,22.9451,-0.8896,-2.0706,0.3994,-0.8574,-0.0501,-1.5371,0.1379],[-3.6834,-1.7476,13.0261,20.3167,-2.3529,-1.2811,1.7195,-0.1816,-0.1444,-1.2627,-0.0675],[-1.6888,-1.8106,15.5688,15.6532,-0.8059,-1.1109,-0.6832,-0.4913,-0.1777,-1.1917,-0.2424],[-4.1176,-1.0969,10.3193,22.1538,-1.4707,-1.6743,1.2293,-0.5368,0.1535,-1.2561,-0.2258],[-3.9786,-1.2421,11.7483,18.3153,-2.1257,-0.6924,1.4731,-0.6776,0.2258,-1.1493,-0.5734],[-2.8373,-0.2751,11.6128,16.7353,-1.7769,-0.4101,1.5196,-0.7537,0.1312,-0.6777,-0.6322],[-4.3936,-0.4135,8.9307,20.0311,-0.7429,-2.1888,0.6284,-0.6763,0.3972,-1.0558,-0.0845],[-4.1321,-1.3553,10.6566,21.3288,-1.3956,-1.5347,2.458,-0.0624,0.2607,-0.9071,-0.3177],[-4.7774,0.1265,11.0873,17.6341,-0.7946,-1.0422,-0.0666,-0.5492,0.0225,-0.9381,-0.1696],[-4.1673,-0.1283,11.4464,18.235,-1.955,-0.5226,-0.1235,-0.8543,0.0941,-0.7906,-0.3723],[-4.2344,-0.2287,5.895,13.1291,-0.6993,-1.7029,1.777,-1.2097,0.213,-0.9041,-0.1079],[-4.47,-3.0544,10.6351,19.4097,-0.8567,-0.8117,2.5428,0.0789,0.3082,-0.894,-0.1501],[-4.5441,0.4335,8.6294,12.9199,-1.509,-1.2049,-0.4778,-0.8215,-0.0406,-1.1225,0.1473],[-2.963,0.5211,9.5386,13.4266,-2.1459,-0.2658,-1.8539,-1.0159,-0.0535,-1.4977,0.1833]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=grant_access>\n<parameter=group>\n063\n</parameter>\n<parameter=member>\nmaple_205\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":58,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=grant_access>\n<maßen>\n\"maple_205\"\n</parameter>\n<maßen>\n\"063\"\n</parameter>\n</function>\n</tool_call>","n_tokens":46,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0091","set":"practice","cohort":"need_clarification","family":"reservation_lifecycle","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: cancel the reservation for a resource and slot.\nResource identifier: \"birch_119\". Slot number: not provided.\nUnrelated archived note: birch_876, reference 015. These are not inputs to this request.","tools":[{"function":{"description":"Reserve a resource for a slot. Inert synthetic operation.","name":"create_reservation","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"resource":{"description":"Resource identifier","type":"string"},"slot":{"description":"Slot number","type":"integer"}},"required":["resource","slot"],"type":"object"}},"type":"function"},{"function":{"description":"Cancel the reservation for a resource and slot. Inert synthetic operation.","name":"cancel_reservation","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"resource":{"description":"Resource identifier","type":"string"},"slot":{"description":"Slot number","type":"integer"}},"required":["resource","slot"],"type":"object"}},"type":"function"}],"prompt_tokens":591,"decision":{"rms":0.370288624141207,"sumsq":140.40336913242936,"hb":[-0.05638,-0.03312,-1.05722,0.23421,-0.52974,0.01697,-0.21682],"lse":21.661184123273664,"logits":[11.943,13.79,11.17,11.531,11.526,9.602,8.289,7.808,10.222,10.396,8.48,15.75,10.449,8.831,13.714,8.48,6.739,7.239,7.792,8.836,19.623,7.17,10.437,14.243,12.281,9.342,8.749,8.216,10.19,7.022,8.722,12.432,12.322,6.84,11.905,6.919,5.43,10.203,5.808,7.061,10.118,4.456,8.059,10.959,3.008,6.593,0.357,9.078,4.744,13.6,1.317,8.24,6.687,6.846,5.702,4.703,7.35,11.522,11.099,6.93,5.586,12.681,-0.185,5.71,7.084,9.492,4.368,8.645,1.59,17.348,11.515,11.537,8.434,4.829,6.32,4.244,6.921,7.45,9.633,8.15,7.744,8.497,6.851,6.455,7.835,7.715,8.014,2.381,8.576,9.207,-1.554,4.906,15.066,9.028,6.441,5.971,10.032,-2.821,-0.881,1.81,6.591,6.605,0.213,8.037,1.138,12.686,9.047,2.647,3.545,8.559,5.384,9.955,4.755,4.998,6.168,8.612,14.703,4.661,5.148,10.703,9.952,8.081,10.544,12.88,12.573,9.378,3.786,7.899,7.488,7.419,-0.345,7.23,1.829,4.677,8.794,11.776,5.032,12.82,2.951,6.967,6.238,14.141,13.769,3.567,2.301,6.593,10.539,-3.542,14.863,0.702,-4.828,8.701,5.854,5.816,1.97,9.189,5.885,4.549,3.52,8.136,6.913,3.485,8.082,-1.8,6.429,3.489,10.167,5.999,-5.407,10.658,10.535,10.726,11.358,3.271,5.712,8.043,15.448,5.316,11.004,7.791,5.414,1.183,3.753,3.05,9.345,16.241,4.969,8.412,2.46,9.784,8.401,1.912,11.534,10.083,6.908,3.849,7.91,12.096,7.808,1.905,4.128,11.058,4.349,0.031,9.971,7.97,12.758,11.949,2.55,9.521,1.926,12.487,14.976,2.931,6.935,2.336,-4.499,5.596,0.132,1.786,10.102,6.17,6.212,2.673,-1.647,5.947,9.629,1.846,-1.455,0.754,11.58,-1.075,0.792,6.725,10.059,8.199,4.101,6.472,3.135,7.405,7.124,-0.255,4.702,4.358,5.193,11.679,-1.198,-0.289,10.942,7.532,0.185,13.211,7.325,9.004,2.663,3.928,9.652,13.464,4.146,11.209,11.097,9.212,3.882,-0.316,3.811,10.597,0.734,7.316,4.398,10.9,-0.346,1.056,-0.849,-0.972,0.176,11.569,7.516,2.352,5.148,0.942,15.327,5.848,-2.415,5.09,2.306,12.572,-3.556,8.9,8.29,9.743,8.478,3.574,10.537,10.73,6.602,7.784,11.888,9.942,12.125,4.047,10.726,7.08,4.974,8.745,5.192,4.117,8.356,11.495,1.679,8.07,7.055,2.347,14.039,2.238,-2.452,-0.115,6.591,4.371,-2.806,2.317,1.984,6.549,7.832,5.264,3.748,8.673,-4.527,-4.577,7.176,7.844,15.63,6.751,0.73,10.431,13.998,1.594,9.642,1.601,3.001,4.67,-2.017,9.705,12.013,11.398,6.408,5.167,6.561,11.224,7.367,7.824,14.025,2.679,-1.484,2.714,11.677,12.463,3.581,11.486,6.898,8.169,-1.597,2.674,-0.214,-0.074,13.642,13.859,10.852,4.354,0.909,5.801,6.012,9.635,-0.182,6.669,10.444,3.829,3.755,10.424,9.21,12.385,1.624,-2.184,11.698,1.184,7.215,2.829,1.285,3.19,13.752,14.679,0.525,13.974,4.201,12.431,-2.548,10.127,6.628,1.423,0.107,3.657,4.711,-2.44,3.906,-0.22,7.798,-0.979,7.428,13.078,-2.252,1.593,7.537,5.393,5.081,4.896,7.285,8.673,-0.198,11.279,6.091,7.267,6.64,8.682,1.604,8.402,1.843,6.903,1.893,-0.597,13.034,-2.027,11.009,8.808,8.4,7.27,1.119,6.589,6.87,6.126,16.584,10.825,8.066,11.573,6.043,5.956,-0.213,6.122,8.746,0.836,8.247,2.057,6.253,2.627,9.889,1.195,4.032,2.704,9.263,2.595,3.421,-1.92,0.402,10.095,9.651,5.254,9.123,3.789,-0.248,1.557,4.721,7.188,7.49,9.777,5.585,-2.867,1.344,-0.446,-0.917,5.785,1.329,2.059,12.597,3.917,7.777,-0.711,6.379,9.578,0.302,7.775,15.316,8.192,5.566,8.93,4.963,11.897,3.838,3.12,13.895,-0.259,4.938,0.059,7.322,0.676,2.662,3.591,1.298,2.766,-2.128,4.037,7.187,11.812,4.536,7.175,-2.821,6.713,6.974,2.722,9.281,12.205,8.162,5.124,5.717,-1.526,-1.145,-2.395,4.262,5.52,3.314,-2.381,0.134,6.996,2.709,2.787,2.81,2.212,6.159,4.904,6.313,2.623,1.145,5.889,3.886,5.195,0.51,12.157,-0.505,6.037,10.151,6.496,4.058,4.769,-0.517,4.715,-1.525,0.015,11.365,6.17,5.003,10.117,8.434,5.942,5.258,2.146,-2.102,2.482,6.349,9.418,7.746,2.8,6.422,4.43,-2.245,2.326,7.467,7.968,0.42,7.292,-5.002,3.776,6.604,2.034,1.443,5.654,12.648,-0.857,2.641,2.116,7.127,0.301,6.867,-0.078,8.766,9.854,-4.49,4.032,14.86,-2.269,3.673,-0.648,9.0,10.238,7.214,5.018,5.298,1.926,9.5,7.388,-1.41,-3.412,-5.508,-0.348,5.036,13.132,7.289,6.222,-3.858,6.849,4.557,7.338,5.702,4.888,7.146,7.534,4.436,2.947,2.547,10.174,4.778,8.86,-3.173,3.887,4.459,-0.23,4.55,2.19,8.209,7.832,6.934,1.239,-0.115,6.018,6.492,-1.134,6.013,6.266,5.118,6.876,5.131,-5.877,3.155,2.998,-0.366,1.9,6.077,6.898,-1.425,3.472,-2.771,12.171,-1.451,5.622,6.53,2.429,3.594,8.086,2.491,4.43,6.152,-2.217,3.607,8.868,-4.979,-0.371,2.853,2.875,0.567,2.87,5.928,7.114,0.612,1.72,3.112,2.109,5.851,7.4,-2.36,-0.295,1.418,9.536,2.852,7.852,4.738,7.081,10.062,6.297,4.193,2.189,-5.149,1.062,4.869,-0.262,4.746,3.133,2.451,-0.74,8.943,-3.982,4.614,6.402,0.236,3.212,7.452,-1.396,7.752,8.987,5.189,0.842,7.56,9.202,3.653,5.148,4.403,0.875,3.965,-1.889,2.326,5.14,-2.025,4.448,4.612,1.287,5.726,5.139,-0.485,9.444,-1.216,8.197,7.337,2.635,8.534,4.928,3.627,5.463,3.37,2.288,4.958,0.639,2.961,2.018,6.59,2.187,-2.924,6.857,5.492,0.222,3.84,-1.196,-4.766,-0.043,14.332,0.811,7.2,-2.763,0.551,7.32,3.603,0.204,0.609,-0.439,0.303,0.235,-1.683,-2.948,2.973,7.902,0.49,-1.298,1.055,5.372,-0.091,4.053,11.693,-3.973,6.642,3.499,3.25,7.977,7.672,-1.745,3.309,1.935,9.045,-0.02,-1.071,3.331,2.276,-4.906,-2.384,-1.765,-0.462,0.497,1.196,3.974,-1.267,7.796,4.224,2.166,-4.36,-1.888,-2.724,0.664,3.107,2.285,5.624,-0.694,4.339,1.943,6.284,0.733,0.05,-1.22,-2.872,4.901,1.161,5.073,3.547,3.748,-0.651,1.315,1.912,1.895,0.62,-2.49,0.44,1.89,-0.162,-0.312,1.113,-3.524,0.923,9.936,8.611,2.448,1.421,2.013,6.262,5.773,-2.109,0.849,2.607,1.795,-0.805,0.716,-0.958,-4.625,4.619,-2.204,2.21,0.307,-0.586,-0.479,-1.923,2.699,-1.637,0.819,0.623,-0.558,0.119,-1.732,-0.017,-2.288,1.355,-2.208,-1.208,0.523,1.241,-0.975,1.337,4.117,0.702,-2.081,0.821,-0.421,2.267,-0.645,2.117,2.034,2.264,1.687,-1.536,-4.587,7.117,3.126,-0.082,3.878,1.69,3.795,0.196,-0.395,-0.068,-1.404,-3.631,4.734,1.314,1.967,1.222,5.515,-0.343,0.745,3.775,2.232,-0.846,3.217,-1.744,1.385,-1.601,-1.183,-0.262,-1.303,-0.186,0.879,-2.904,-4.468,3.228,-1.148,-1.213,-0.53,1.915,4.683,-3.374,3.929,1.104,1.818,1.293,0.365,1.239,-3.703,3.353,1.897,1.243,1.291,-2.12,-1.451,1.782,2.387,-1.645,2.99,1.016,1.715,-0.505,-1.834,2.57,-0.495,4.503,2.475,-0.401,2.929,-2.558,0.52,0.535,-1.829,3.526,-2.544,0.43,1.842,-0.41,1.916,0.236,1.321,4.069,-0.362,-0.155,2.246,0.355,1.618,-0.273,2.744,-1.315,-0.727,5.709,0.45,2.975,3.105,8.891,-0.144,3.958,-1.407,1.395,-0.272,-0.657,-1.323,-0.106,-2.994,-0.025,5.839,-2.08,0.937,1.607,1.811,-0.876,0.538,1.555,-0.572,2.307,0.03,4.093,4.651,-2.733,-2.276,-0.487,-0.44,-2.488,-0.839,-1.098,0.84,3.698,-2.957,6.272,1.162,-2.089,-1.178,4.564,3.272,0.459,3.268,5.014,1.583,-2.299,8.931,21.437,11.325,10.054,10.22,16.127,12.276],"base_top":[[248058,21.437],[40,19.623],[760,17.348],[22916,16.584],[3928,16.241],[248068,16.127],[27,15.75],[12189,15.63],[3811,15.448],[8725,15.327]]},"positions":{"tokens":[248058,198,27,1628,28,17961,93212,29,198,27,15704,28,8960,29,198,42404,329,62,16,16,24,198,510,15704,29,198,27,15704,28,20877,29,198,1856,3766,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","cancel","_reservation",">","\n","<","parameter","=","resource",">","\n","bir","ch","_","1","1","9","\n","</","parameter",">","\n","<","parameter","=","slot",">","\n","not"," provided","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.9184,1.5073,-0.7161,-0.3066,-2.4237,0.3331,-0.0649,-0.0875,0.1965,-0.6762,-0.1587],[-3.429,1.0431,7.3966,14.9267,-0.8325,-1.9096,1.5578,-0.7723,0.1229,-0.5786,-0.4631],[-3.9181,0.3059,10.4613,17.4253,-1.9089,-0.9869,-0.2874,-0.1571,0.1644,-0.6733,-0.1365],[-1.232,0.2239,10.2922,16.5914,-2.5884,-0.7552,0.805,-0.8476,-0.0662,-0.6596,-0.018],[-0.7964,-0.3002,10.4583,17.1352,-3.6012,-1.297,-1.6926,-0.6331,0.103,-0.8717,0.4191],[-0.2757,-0.1636,12.2705,16.282,-2.4568,-1.664,-0.8957,-1.1404,0.1822,-1.1156,-0.0512],[-2.6465,-0.1258,9.1916,19.9997,-0.8427,-0.4917,0.1124,-1.2068,0.059,-1.0666,0.0827],[-3.7288,-0.1749,9.5654,22.336,-1.4635,-2.1229,0.3284,-0.8652,0.0142,-1.0878,0.1455],[-3.9024,1.162,10.9313,22.2192,-2.087,-2.5495,1.6616,-0.486,-0.022,-0.9552,-0.3117],[-3.7371,0.5751,11.5004,17.535,-1.4596,-1.5005,-0.143,-0.3923,-0.1363,-1.087,-0.1573],[-0.2921,0.5297,10.162,16.5133,-2.2803,-1.0125,3.1233,-0.7257,-0.2928,-0.9053,-0.1788],[-1.148,0.3763,10.5628,18.9379,-2.9669,-1.9357,-1.5571,-0.676,-0.1761,-1.1286,0.3162],[-0.7202,0.3522,12.8228,17.1042,-1.7641,-2.6748,-1.0559,-1.3945,-0.0787,-1.4504,-0.2472],[-3.7835,-2.4689,11.5192,22.8819,-2.485,-2.6707,0.8878,-0.7138,-0.1911,-1.5974,0.065],[-3.9986,-1.532,17.0511,19.8069,-3.4288,-2.1923,0.3905,0.0121,0.1169,-1.318,-0.075],[-2.0347,-1.3174,21.3031,16.5637,-2.0618,-2.3304,-2.7363,-0.2736,-0.0678,-1.3937,-0.0799],[-4.0498,-1.6417,13.5221,21.004,-1.7604,-0.0389,1.6119,-0.809,0.2049,-1.2715,0.1955],[-4.2211,-0.7131,12.8846,22.5307,-2.1294,0.3245,0.8646,-1.3866,0.2191,-1.7617,-0.1155],[-3.2109,-1.789,15.8419,20.3747,-1.7317,0.3405,-0.9895,-0.641,0.054,-1.653,-0.5866],[-2.3347,-1.4202,13.6196,20.8914,-1.4633,-1.2955,-1.2784,-1.3571,0.0979,-2.0363,-0.5174],[-3.2027,-1.7273,13.6586,21.6922,-1.0159,-2.2851,0.0669,-1.0236,0.0487,-1.6653,-0.2324],[-3.3634,0.3652,11.313,22.1847,-1.3434,-2.0406,0.8756,-0.5901,0.1901,-1.4375,-0.1965],[-3.4174,0.4297,11.6835,19.0489,-1.8749,-0.3429,0.3144,-0.1134,0.1807,-1.1284,-0.4434],[-2.5196,0.3756,11.2613,16.2251,-1.3373,-0.9248,0.7844,-0.3329,0.0018,-0.6236,-0.5462],[-2.7904,1.2186,8.8579,20.8289,-1.4651,-2.4873,0.7163,-0.8797,0.2553,-1.2721,-0.0786],[-2.5805,-0.1208,10.0208,21.9158,-1.5018,-1.062,1.4603,-0.3492,0.2118,-1.0315,-0.1686],[-1.42,1.9584,9.2707,15.6935,-1.7025,-0.726,-0.0044,-0.6269,-0.0277,-1.1253,-0.2726],[0.4903,0.8013,10.9243,17.7695,-2.5988,-1.0801,2.2743,-0.842,-0.0332,-1.1542,-0.0944],[-0.6685,0.2891,10.3479,17.9711,-3.3652,-1.7068,-2.0027,-0.5402,-0.0076,-1.3643,0.2807],[0.2445,0.4873,11.3831,16.8766,-2.2702,-1.9536,-0.9144,-1.2908,0.0257,-1.4418,-0.3256],[0.8126,1.175,7.6738,18.4755,-1.0686,-2.4898,0.1586,-0.8306,-0.1744,-1.2752,0.0029],[0.6376,1.5854,10.1638,17.4252,-1.5038,-2.0133,1.0675,-0.1203,-0.1074,-1.3555,-0.3874],[1.9422,1.9253,13.4879,12.4028,-0.4518,-2.1768,-1.0696,-0.0273,-0.1242,-1.3082,-0.2873],[-1.3659,-0.8895,9.6308,19.4194,-0.7242,-1.1601,0.0442,-0.8428,0.1589,-1.4077,-0.1726],[-0.4834,1.1892,8.6487,21.1322,-1.6158,-2.0462,0.9265,-1.0069,0.0772,-2.1605,-0.1316],[-1.7717,0.1109,11.6762,19.0793,-1.4707,-0.9499,0.6366,-0.4995,0.2421,-1.5117,-0.3905],[-1.7578,0.213,11.5536,17.1552,-1.4754,-0.6413,0.4755,-0.5683,0.0917,-0.6053,-0.5783],[-3.5798,-0.1434,9.6624,22.0156,-0.9468,-2.8499,0.6421,-0.8779,0.1894,-1.3256,-0.0812],[-1.3603,0.0442,9.0291,21.7905,-1.2608,-0.9304,1.812,-0.546,0.1801,-1.4169,-0.2455],[-2.8817,0.7345,9.8389,16.4378,-0.7976,-0.8573,-0.1179,-0.7082,-0.0709,-1.2898,-0.1025],[-3.3374,0.6376,10.1842,17.1606,-1.6126,-0.7486,-0.8283,-0.9632,0.1651,-1.1681,-0.3675],[-4.2336,0.148,5.9644,13.1757,-0.7843,-2.0651,2.0609,-1.1736,0.3345,-0.9051,-0.179],[-2.9485,-1.6352,9.8436,18.5621,-1.0906,-1.0275,2.9009,-0.2179,0.344,-1.1043,-0.1723],[-4.1645,-0.1155,8.2916,12.27,-1.2717,-1.1835,0.0464,-0.8107,-0.0029,-1.2292,0.2167],[-2.5773,0.8495,9.0756,13.4796,-2.1073,0.0325,-1.7273,-0.9,-0.0727,-1.5281,0.1233]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=cancel_reservation>\n<parameter=resource>\nbirch_119\n</parameter>\n<parameter=slot>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=cancel_reservation>\n<parameter=resource>\nbirch_119\n</parameter>\n<parameter=slot>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0262","set":"practice","cohort":"no_tool","family":"graph_direction","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_354, reference 081. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to list vertices reached by edges leaving a vertex. Do not access or change stored data.\nVertex identifier: \"cedar_679\".","tools":[{"function":{"description":"List vertices reached by edges leaving a vertex. Inert synthetic operation.","name":"fx_67812","parameters":{"additionalProperties":false,"properties":{"p_1_42":{"description":"Vertex identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_42"],"type":"object"}},"type":"function"},{"function":{"description":"List vertices with edges entering a vertex. Inert synthetic operation.","name":"fx_54803","parameters":{"additionalProperties":false,"properties":{"p_1_42":{"description":"Vertex identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_42"],"type":"object"}},"type":"function"}],"prompt_tokens":595,"decision":{"rms":0.3521324740681426,"sumsq":126.97218999639153,"hb":[-0.0222,-0.08773,-1.48455,0.09149,-1.02133,0.1149,-0.25983],"lse":21.628138462698193,"logits":[15.58,13.257,11.941,12.797,12.508,12.622,9.098,9.937,10.996,11.353,10.775,15.668,13.897,10.06,15.792,10.706,8.978,14.625,10.968,10.303,19.394,12.298,9.574,13.761,11.077,11.338,10.308,8.593,11.899,15.715,7.616,13.205,15.582,9.063,14.832,14.474,9.322,11.628,10.416,7.595,12.282,11.989,8.196,10.531,5.439,10.123,4.307,11.919,6.425,15.537,4.348,7.29,8.437,8.858,7.758,6.235,9.355,9.383,10.162,6.708,7.357,16.583,1.483,7.451,7.027,10.327,6.213,12.56,1.903,18.669,10.257,9.585,7.9,-0.962,14.366,1.803,16.476,11.208,8.823,13.133,8.479,10.042,10.21,9.449,11.113,6.99,8.887,2.888,11.979,11.306,0.325,5.756,20.207,10.968,5.659,6.897,15.042,-5.335,1.569,3.579,7.16,8.545,0.314,11.267,-0.193,13.769,12.619,4.919,6.884,11.18,6.082,10.268,6.896,6.646,7.808,12.723,18.336,8.559,7.824,9.834,14.001,12.396,14.862,14.486,16.215,11.436,4.311,9.923,9.943,12.756,4.549,9.719,4.016,7.999,9.462,9.249,5.223,15.699,4.053,11.596,8.237,15.819,13.809,6.363,0.824,9.712,14.081,-1.367,16.49,5.148,-0.812,11.659,5.977,9.309,10.67,9.685,8.532,7.074,11.692,9.584,9.4,3.707,10.415,-1.84,8.268,6.878,11.758,9.863,-5.924,9.121,13.675,13.751,14.619,10.898,7.727,5.934,8.766,7.549,12.676,7.897,8.198,4.462,9.056,4.206,9.096,16.389,6.074,11.526,0.052,10.987,10.69,9.611,14.974,12.397,4.728,5.924,9.529,14.605,8.919,4.901,8.545,10.721,6.966,1.536,12.23,9.263,12.324,9.926,3.778,13.071,3.411,13.218,13.794,2.156,9.226,4.206,-6.063,1.248,2.943,5.24,9.251,8.26,8.907,5.382,-0.018,10.237,7.241,7.326,0.512,5.129,11.777,-2.1,2.405,8.273,10.982,10.16,4.062,12.537,6.97,10.049,6.347,2.221,6.056,4.426,11.031,11.669,-0.081,-3.13,8.014,9.215,0.507,11.967,9.82,10.752,9.264,-1.701,10.143,11.976,7.648,12.634,11.616,10.058,5.481,3.086,3.066,7.85,9.382,10.626,17.564,14.917,1.581,3.082,2.197,2.915,2.293,9.955,9.449,8.604,7.385,1.814,11.333,11.239,0.315,7.086,7.684,7.961,-0.729,8.959,11.703,13.791,8.148,9.434,11.309,8.844,8.939,9.876,10.114,13.338,14.525,13.163,12.059,8.024,3.82,10.952,7.507,6.094,5.833,10.829,2.247,11.494,9.855,10.282,15.012,3.908,-1.333,-2.713,10.638,8.207,-3.822,-0.172,1.605,10.552,7.993,6.729,6.778,9.755,-4.49,0.191,7.981,10.382,16.953,8.318,6.663,13.47,12.58,4.354,10.767,3.417,3.069,6.453,0.771,8.655,11.445,10.208,7.099,3.86,10.332,4.597,5.061,3.882,10.793,4.817,-2.43,3.64,8.587,12.485,8.607,12.451,10.754,8.86,1.228,7.26,-1.128,-0.251,13.62,10.687,12.879,6.398,2.662,3.891,10.796,9.494,0.717,6.733,10.632,4.507,6.814,11.696,7.556,16.03,3.52,-2.648,15.152,4.626,8.666,6.991,1.136,4.032,9.497,13.525,3.815,12.209,7.875,14.017,1.367,11.681,8.634,6.614,1.678,6.371,4.007,-5.022,6.456,6.69,10.631,3.711,8.978,10.394,1.094,3.179,10.825,8.771,1.246,5.378,10.626,9.983,-2.474,10.099,7.208,11.49,6.796,10.13,2.479,8.096,8.351,8.901,3.522,1.522,14.082,-1.312,13.534,8.984,3.485,4.551,0.794,6.163,6.543,7.069,12.407,13.711,9.611,10.17,8.395,4.905,4.116,3.387,12.532,1.287,11.822,1.038,7.579,1.17,12.092,-0.517,3.734,2.887,10.741,8.222,5.374,2.94,4.292,12.946,10.595,5.622,8.722,1.091,0.538,2.174,7.666,9.486,8.472,13.919,9.434,-1.154,1.611,0.296,0.671,9.427,10.689,2.406,9.275,7.347,11.01,0.369,5.217,13.172,0.463,8.902,17.347,10.571,6.177,6.929,8.707,8.095,6.316,8.447,13.139,0.921,9.712,0.321,12.039,3.305,5.344,6.721,2.196,6.48,0.082,7.482,12.036,12.008,5.197,11.227,2.972,6.001,11.379,4.38,7.996,14.861,8.41,5.406,9.42,4.022,3.67,-1.213,7.325,6.494,1.992,-3.091,1.465,7.818,7.148,6.392,3.94,5.423,6.179,6.306,10.393,3.875,7.905,6.575,7.643,1.487,-1.849,9.76,3.492,7.961,13.699,10.129,3.66,2.853,2.079,9.382,-0.36,-0.386,7.138,10.715,5.008,10.738,2.759,9.437,9.26,5.048,-2.213,2.107,8.102,12.052,7.271,4.455,9.766,2.779,-0.913,5.14,4.796,11.091,3.727,5.138,1.628,6.832,7.372,2.027,3.651,7.6,9.879,-0.722,2.806,-0.612,8.082,0.188,7.605,-0.909,13.752,9.611,-2.657,5.689,8.674,1.859,3.259,1.348,6.287,12.2,4.462,7.944,9.034,8.219,11.403,9.8,0.799,-3.317,-2.877,-0.285,8.247,10.118,10.172,9.605,-0.744,7.048,4.404,7.319,8.064,8.95,11.991,6.38,5.069,2.542,6.089,12.527,7.202,10.038,-2.11,2.765,5.234,3.073,5.965,2.219,9.564,11.414,7.991,2.125,0.222,6.865,10.981,0.814,5.066,6.617,4.995,8.035,6.216,-4.879,5.407,4.31,-0.339,4.463,9.352,9.826,-0.996,1.515,0.55,11.954,-2.057,4.742,10.258,6.172,8.693,11.692,1.013,5.662,7.072,2.061,7.075,13.864,-5.394,0.321,3.336,9.287,2.247,8.322,8.722,4.031,0.592,3.253,7.231,1.892,5.032,10.339,1.371,1.18,1.125,9.725,10.508,8.558,5.496,13.681,14.657,9.071,3.367,6.074,4.893,3.687,7.65,0.826,8.945,2.068,4.602,-0.186,10.042,-0.984,8.758,5.175,0.629,6.709,9.661,0.402,10.025,11.185,2.987,2.239,5.405,6.058,4.634,4.953,3.921,0.854,5.131,3.217,3.28,9.385,-0.088,7.864,7.494,5.091,5.441,0.921,2.566,5.975,2.168,8.327,9.57,1.649,12.138,3.7,3.541,4.41,5.761,2.939,9.901,0.83,1.134,4.247,7.635,-0.747,0.404,9.6,0.918,-0.027,7.787,1.61,-5.38,2.306,6.301,0.672,3.855,-0.283,2.264,10.439,6.003,2.234,-1.737,2.249,-0.778,2.076,-0.006,-3.143,5.783,10.576,3.234,-1.415,3.873,6.965,0.828,7.816,11.897,-3.416,5.486,6.923,4.777,4.274,8.298,-0.128,4.23,3.447,10.513,1.578,-0.914,3.51,0.808,2.733,-1.377,2.819,1.95,2.091,4.29,5.223,-1.06,7.279,3.655,2.829,-1.416,-1.782,-1.375,-0.345,2.486,1.866,5.047,2.739,3.047,2.515,6.01,2.73,-0.188,0.816,2.709,3.104,2.078,3.718,3.074,5.191,-3.593,1.008,2.519,1.629,-0.427,-2.685,1.684,4.301,0.657,0.122,1.52,-1.225,1.512,8.961,8.753,2.886,1.72,3.001,4.742,4.228,0.506,-1.521,2.705,8.571,0.184,1.489,3.198,-2.964,1.711,-0.806,2.582,-0.245,3.607,-0.281,-0.06,0.792,-1.717,-2.242,1.413,0.684,2.282,-0.572,0.535,-1.172,1.059,1.038,1.095,1.412,1.808,-2.705,0.703,3.518,2.859,-1.633,-0.784,-2.415,2.582,-0.469,-0.232,0.951,1.799,3.478,-1.515,-2.214,4.942,3.726,0.626,0.211,2.329,4.196,0.359,0.623,1.256,1.201,-1.609,3.249,-2.043,2.242,-0.933,4.626,3.487,2.114,5.982,2.907,0.488,3.443,-2.145,2.699,-0.088,-1.929,2.817,2.0,0.827,1.856,-0.781,-4.018,3.862,1.731,-0.691,1.786,1.846,2.332,1.138,6.626,2.924,1.651,0.354,0.573,-0.508,-1.279,5.205,1.827,2.011,5.578,0.178,-2.896,2.398,4.881,0.259,1.811,0.882,2.377,-0.604,0.507,2.147,2.513,1.037,1.99,2.046,2.275,-1.693,-1.566,-1.816,-4.003,3.272,-1.523,0.837,2.31,1.591,0.417,2.668,4.378,3.5,-0.525,1.848,2.924,-0.515,-0.849,-1.908,4.231,0.864,-1.082,7.246,1.028,3.558,1.439,5.293,0.641,4.784,-2.527,4.4,1.462,-1.79,-1.612,-4.888,-2.609,4.719,2.606,0.922,4.212,0.751,5.114,0.239,4.489,2.801,-1.727,5.047,0.478,6.327,4.674,-0.175,-0.546,-1.152,0.042,-1.178,-0.462,1.019,0.547,2.826,-0.892,2.966,0.006,-0.692,0.361,3.282,4.689,1.775,1.715,4.359,1.227,-5.525,8.33,20.699,7.798,9.592,8.401,15.492,11.829],"base_top":[[248058,20.699],[1206,20.207],[40,19.394],[760,18.669],[1919,18.336],[8062,17.564],[27775,17.347],[12189,16.953],[623,16.583],[2665,16.49]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,21,22,23,16,17,29,198,27,15704,16874,62,16,62,19,17,29,198,1931,277,62,21,22,24,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","6","7","8","1","2",">","\n","<","parameter","=p","_","1","_","4","2",">","\n","ced","ar","_","6","7","9","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.189,-2.8454,0.1307,0.2964,-2.16,1.182,-0.3852,-0.0902,0.0276,-1.1273,-0.2235],[-4.0395,0.3718,7.3616,14.5965,-1.0867,-1.5607,1.4957,-0.7723,0.0866,-0.5582,-0.4109],[-4.6275,-1.6112,10.7842,17.9186,-1.0437,-0.7035,-0.2131,-0.2039,0.0826,-0.824,-0.3421],[-2.3568,-1.7363,9.9497,16.8238,-1.6514,-0.7247,0.897,-0.9354,0.0462,-0.9506,-0.1227],[-2.6452,-2.5428,10.0584,16.3034,-2.0787,-0.9757,-1.7033,-0.6434,0.2741,-1.1441,0.5924],[-1.2458,-3.2697,9.3478,14.9146,-0.8887,-0.1995,0.2479,-0.8886,0.6028,-1.24,0.0711],[-2.2959,-1.5307,11.2924,20.9205,-2.5686,-0.2612,-0.5242,-1.1883,0.2475,-1.5158,0.0618],[-1.9373,-1.9239,15.7053,20.7521,-2.3709,-1.4924,-2.1255,-0.7171,-0.008,-1.5575,-0.4016],[-2.929,-1.3492,13.1009,19.5151,-0.7016,-1.7116,-0.5311,-1.4976,-0.1561,-1.4461,-0.4918],[-2.7508,-1.9812,12.8105,18.7871,0.8349,-1.3295,-0.1518,-1.3764,-0.2417,-1.7625,-0.4269],[-2.9246,-2.1228,13.3108,19.4687,0.4898,-1.2571,0.064,-1.5706,0.0956,-1.5302,-0.2784],[-4.2991,-1.4877,10.6322,19.9098,-0.5861,-1.2687,0.5457,-1.8555,0.2938,-1.7022,-0.1927],[-4.2961,-1.2591,9.7994,21.657,-1.2068,-2.0329,0.8473,-0.6321,0.0549,-1.0039,0.1024],[-4.3292,-0.9873,9.8017,21.6368,-1.9159,-1.9224,2.0745,-0.1798,0.1954,-1.1297,-0.1956],[-4.6176,-0.5549,10.3292,17.2643,-1.4289,-0.9039,0.16,-0.2428,-0.1995,-1.1377,-0.1713],[-0.9462,-1.0744,9.6835,17.2201,-2.5197,-1.3612,3.1869,-0.3146,-0.0698,-0.9269,-0.4297],[-1.8185,-1.8737,10.2353,20.0876,-2.7384,-1.2133,-1.1758,-0.812,-0.0172,-1.1006,0.0937],[-3.7268,-1.5826,10.9269,22.2078,-2.9312,-1.4958,0.783,-1.1167,0.2408,-1.4485,-0.2475],[-2.8484,-2.5014,14.6271,22.641,-2.6059,-1.5207,-0.0077,-0.3742,0.1022,-1.5601,-0.7203],[-3.1735,-2.6151,11.6459,22.354,-1.8699,-0.9867,0.6547,-1.42,0.2008,-2.1716,-0.0568],[-2.3205,-3.0551,15.9329,21.5862,-1.1002,-1.3932,-0.6562,-0.7673,0.1224,-1.7613,-0.5432],[-3.565,-1.3578,12.0764,22.119,-0.3135,-1.8416,1.0809,-1.1797,0.1716,-1.7636,-0.1564],[-4.2066,-1.9037,12.0615,21.2434,-1.8865,-2.6262,0.8882,-0.7256,0.0121,-1.4597,0.0096],[-2.8213,-1.7871,15.4501,19.5183,-4.0418,-0.8949,1.7989,-0.3145,0.3857,-1.137,-0.2772],[-0.7123,-1.5427,19.7123,15.7824,-2.2014,-0.8681,-1.8012,-0.5897,0.2001,-1.2988,-0.2019],[-2.8214,-2.8219,13.8043,21.0787,-1.527,-0.4645,0.4444,-1.3068,0.1452,-1.0216,0.0262],[-3.7132,-1.1854,12.3992,21.9112,-2.3786,-0.3233,1.1641,-1.581,0.1815,-1.5369,0.1435],[-2.1966,-1.5588,16.7979,20.3154,-2.4166,-0.7901,-1.4586,-0.599,0.1028,-1.4625,-0.3077],[-2.8152,-1.38,13.5239,20.2866,-0.7716,-0.8365,-0.7199,-1.2558,-0.0431,-1.3374,-0.6581],[-2.9846,-2.0698,13.9718,20.5255,-1.1183,-1.6858,-0.5271,-1.0612,0.0357,-1.6598,-0.2501],[-3.2449,-1.7543,11.0588,21.3375,-1.0922,-1.7024,0.5911,-0.6884,0.0685,-1.4409,-0.1145],[-4.1833,-1.8429,12.0615,18.9313,-1.2105,-1.0529,0.6106,-0.3336,0.223,-1.1511,-0.6317],[-2.5715,0.1994,10.8336,16.2684,-1.6638,-0.9221,0.4813,-0.3792,0.0171,-0.5555,-0.6032],[-3.5418,0.3472,8.1944,20.5669,-1.0749,-2.6266,0.5709,-0.7975,0.2256,-1.1385,-0.1542],[-1.7521,-1.8826,8.3403,19.4225,-0.8658,-0.0996,0.3422,-0.5073,0.1552,-1.3611,-0.18],[-3.6763,0.0937,9.3576,16.4883,-0.8666,-0.7553,-0.1571,-0.4359,-0.168,-1.0418,-0.3942],[-1.3606,-1.3381,10.4693,19.0616,-2.5724,-1.6026,2.0817,-0.259,-0.1463,-0.7559,-0.3818],[-1.9759,-1.4721,9.6553,20.3181,-2.0925,-1.7187,-1.6641,-0.573,-0.1792,-1.0035,0.0382],[-2.5107,-0.4143,10.5909,19.7586,-1.7552,-3.0871,-0.7505,-0.6457,-0.0416,-1.3612,-0.1608],[-3.9919,-1.417,10.7535,21.6365,-1.0368,-2.1939,-0.547,-0.8632,-0.1134,-1.5602,-0.113],[-3.4098,-1.2302,13.1008,20.3155,-2.4997,-1.6164,0.5804,-0.3366,-0.1476,-1.2845,-0.1352],[-1.3538,-1.4087,15.9975,16.9937,-1.3521,-1.7896,-1.8947,-0.7423,-0.1775,-1.4517,-0.1462],[-4.4224,-1.5413,11.3502,22.7035,-1.9146,-2.1025,0.7548,-0.6912,-0.1411,-1.605,-0.075],[-4.5854,-1.4806,12.2912,18.6849,-2.0535,-1.0188,0.5287,-0.4374,0.2024,-1.1314,-0.6164],[-2.7214,-0.5993,11.3226,16.3652,-1.7674,-0.597,1.254,-0.5543,0.1459,-0.6305,-0.7757],[-4.0521,-0.1048,8.1074,19.6907,-0.6223,-2.5094,-0.0077,-0.6524,0.3193,-1.0047,-0.0212],[-2.9955,-2.3545,8.4727,18.7583,-1.3619,-1.0452,1.1784,-0.2226,0.1891,-0.965,-0.1355],[-5.2442,-0.0398,11.044,17.7254,-0.7884,-1.0667,-0.4956,-0.3402,-0.0366,-0.8268,-0.1769],[-4.0729,-0.3908,10.0119,15.8501,-1.3495,-0.78,-0.3799,-0.642,0.1083,-0.9806,-0.3062],[-4.6899,-0.2725,6.7865,14.5079,-0.644,-1.9813,1.9915,-1.1795,0.2519,-0.9116,-0.1864],[-3.2003,-3.1898,8.7892,15.9573,-1.2116,-0.6898,2.6727,-0.1162,0.3481,-0.8787,-0.0965],[-3.7997,-0.2298,7.9403,12.1152,-1.7403,-1.2371,-0.0894,-0.7872,0.0344,-1.1662,0.1332],[-2.9645,-0.4524,8.7377,12.919,-1.6703,-0.6659,-1.0084,-1.0733,-0.0874,-1.4647,0.0117]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_67812>\n<parameter=p_1_42>\ncedar_679\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_67812>\n<algorithm=\"cedar_679\">\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":37,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0037","set":"practice","cohort":"valid_call","family":"interval_boundary","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_13098 {\"p_1_30\": \"maple_877\", \"p_2_57\": 36, \"p_3_18\": 15}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_304, reference 098. These are not inputs to this request.\nPlease select values excluding both interval endpoints.\nLower bound: 36. Dataset identifier: \"maple_877\". Upper bound: 15.","tools":[{"function":{"description":"Select values excluding both interval endpoints. Inert synthetic operation.","name":"fx_13098","parameters":{"additionalProperties":false,"properties":{"p_1_30":{"description":"Dataset identifier","type":"string"},"p_2_57":{"description":"Lower bound","type":"integer"},"p_3_18":{"description":"Upper bound","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_30","p_2_57","p_3_18"],"type":"object"}},"type":"function"},{"function":{"description":"Select values including both interval endpoints. Inert synthetic operation.","name":"fx_38170","parameters":{"additionalProperties":false,"properties":{"p_1_30":{"description":"Dataset identifier","type":"string"},"p_2_57":{"description":"Lower bound","type":"integer"},"p_3_18":{"description":"Upper bound","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_30","p_2_57","p_3_18"],"type":"object"}},"type":"function"}],"prompt_tokens":698,"decision":{"rms":0.40511257467559414,"sumsq":168.0539629161358,"hb":[-0.02618,-0.04988,-2.06209,0.20323,-1.57906,0.17088,-0.70252],"lse":23.18534483872378,"logits":[13.488,12.631,11.471,11.381,11.392,11.691,8.296,8.589,10.358,11.026,10.88,16.533,11.507,10.268,13.766,11.415,9.608,12.827,11.213,10.38,19.32,10.715,11.681,13.59,12.69,12.695,10.633,10.634,13.16,10.094,9.581,14.201,15.128,8.881,12.472,13.676,10.638,11.0,10.326,11.359,12.865,9.359,7.985,13.642,4.759,7.399,-0.048,11.646,7.271,13.821,5.968,7.814,10.851,8.882,9.436,7.507,10.66,13.215,10.777,5.908,7.21,13.792,5.071,9.229,10.436,11.754,6.198,8.971,2.35,17.052,7.864,8.01,8.978,-0.823,9.853,4.269,9.701,6.86,8.861,9.191,9.566,10.243,9.662,8.794,11.014,6.679,7.645,5.235,9.615,12.288,2.4,4.883,14.934,12.674,3.748,5.942,12.002,-2.76,4.613,3.783,6.756,8.964,-0.226,7.89,-0.232,12.869,9.541,4.944,6.76,12.239,9.156,10.501,6.15,6.801,8.112,10.708,15.59,3.914,8.742,8.163,12.584,11.272,12.425,14.158,13.155,11.741,3.267,11.517,7.086,10.365,2.225,6.433,5.36,6.343,12.747,7.35,4.819,12.603,6.153,8.379,7.816,12.613,13.349,4.453,0.341,7.281,11.403,1.457,15.15,2.169,-1.285,8.749,8.404,6.864,5.833,9.93,6.246,9.206,8.465,11.667,7.505,4.27,9.101,-0.516,7.707,4.97,8.507,7.518,-5.032,10.119,10.998,11.238,12.09,8.112,8.959,6.777,7.071,7.296,10.955,7.72,7.941,4.069,9.541,3.948,7.836,15.746,4.745,12.046,-1.928,10.356,10.028,5.589,10.516,13.713,4.905,3.767,8.95,11.235,9.735,4.339,8.451,13.604,6.553,3.578,11.977,7.503,8.752,7.417,5.662,10.785,4.15,11.475,15.192,4.245,7.246,7.37,-4.164,0.73,6.217,4.863,7.966,7.995,7.556,4.621,-0.989,7.417,7.034,3.434,2.669,5.365,10.473,-0.933,3.617,5.677,8.872,10.852,3.832,12.427,5.985,8.794,8.411,5.759,3.573,3.716,5.228,12.794,1.881,-3.42,8.685,8.588,1.119,11.3,7.932,8.275,5.179,-2.528,12.708,13.911,7.494,10.78,8.669,10.551,5.893,1.646,4.777,7.258,9.615,9.531,4.534,14.428,1.415,6.067,1.92,1.659,2.426,8.29,9.057,7.138,7.008,0.772,9.908,11.643,1.013,5.698,5.641,8.357,1.55,8.659,10.638,12.034,8.512,7.156,10.597,8.301,6.98,10.023,8.926,11.121,13.951,8.532,9.56,7.261,6.069,9.059,5.757,4.656,5.863,10.469,1.32,9.942,7.839,3.929,12.537,3.573,-0.847,-2.471,7.238,8.496,-4.867,-0.672,6.561,10.059,9.168,8.806,9.503,10.577,-4.29,-2.727,7.135,9.329,14.697,9.117,3.387,9.769,13.58,8.067,9.1,2.453,2.954,5.973,-0.767,12.035,12.409,13.23,10.247,5.364,8.53,4.155,5.786,2.115,10.628,5.636,-2.993,3.722,10.719,12.52,8.923,11.338,9.944,9.244,2.601,4.799,0.839,0.695,12.239,10.528,12.577,5.448,4.517,4.7,9.43,10.39,1.396,5.686,10.381,6.049,4.251,8.708,7.338,13.436,3.871,-2.426,14.975,4.049,8.501,4.646,2.058,3.0,8.706,12.267,5.571,11.468,4.544,11.038,1.177,9.452,8.913,2.961,2.139,2.545,4.801,-3.367,5.732,2.729,10.592,0.782,9.073,11.43,-2.039,2.188,12.078,9.755,1.329,7.163,8.484,8.912,-2.406,12.563,8.105,9.45,7.232,10.606,2.364,8.914,9.773,9.697,4.716,0.891,12.278,-0.115,12.742,8.813,3.926,4.719,3.173,5.362,7.234,7.54,11.677,10.645,8.607,6.07,6.031,5.413,2.842,4.979,11.863,0.44,10.976,0.723,6.47,0.633,9.791,-1.424,5.792,3.356,9.192,7.844,6.556,0.328,2.876,10.499,10.046,5.187,8.649,2.725,-0.079,2.918,9.154,7.621,7.635,12.421,7.297,-0.405,2.917,3.171,2.163,6.454,6.394,3.775,8.394,6.398,8.97,-0.13,7.329,9.934,0.048,8.278,16.34,9.794,7.071,5.33,7.723,9.697,5.669,5.437,12.658,1.893,6.896,0.636,7.475,0.744,3.329,6.836,2.065,5.174,0.446,4.699,8.196,13.003,3.295,9.465,2.458,3.33,7.238,5.342,6.721,12.151,5.265,5.621,7.613,3.548,3.205,0.03,5.187,6.535,2.103,-1.191,2.41,5.976,5.694,6.345,4.057,6.271,6.019,5.554,7.85,4.631,4.299,6.605,5.049,1.212,0.876,9.877,0.355,6.35,11.861,6.505,5.003,7.079,3.518,5.874,-1.694,1.427,8.286,9.329,5.701,11.143,3.689,7.232,8.843,5.958,0.834,4.512,8.071,9.702,6.811,3.198,9.047,3.564,-0.549,5.138,5.1,8.669,3.688,4.671,-3.49,7.126,6.53,1.716,3.417,7.78,9.057,0.026,5.281,0.642,6.967,1.862,10.704,0.738,10.64,8.984,-0.271,5.93,10.475,-0.885,3.994,2.362,5.311,13.637,1.769,6.917,8.128,5.039,10.874,10.418,1.004,-0.93,-2.738,2.736,8.325,8.907,9.564,7.931,-0.849,7.591,3.296,8.399,5.408,7.919,10.193,5.664,4.246,2.928,5.353,11.992,4.618,7.854,-2.162,3.97,5.934,1.968,4.889,3.384,8.644,11.753,6.698,1.827,1.206,4.71,10.472,-1.278,5.948,7.18,7.363,6.574,6.338,-2.554,2.493,3.28,0.765,3.008,8.45,7.595,-4.313,1.398,-0.306,11.818,0.436,3.723,8.583,5.908,6.812,9.153,1.648,7.879,5.972,-1.804,6.81,9.538,-3.516,-1.656,3.726,6.276,1.383,7.295,8.519,6.267,0.883,4.371,2.709,3.029,6.79,10.361,2.838,3.634,-0.659,9.934,6.359,8.908,4.337,6.832,10.908,6.918,3.41,6.98,2.876,3.117,7.214,1.534,6.112,1.815,1.516,-0.322,14.749,-1.679,5.194,3.636,0.122,5.831,7.949,-0.713,7.346,11.218,1.29,1.904,4.075,7.014,5.817,3.468,3.396,2.938,5.687,3.329,1.892,7.508,0.208,8.059,9.729,5.604,5.365,-0.727,4.301,5.68,-0.369,7.48,7.883,2.445,12.596,2.622,3.556,5.701,4.494,5.596,7.118,2.9,1.657,4.802,5.406,1.419,0.71,8.557,-1.019,2.19,6.823,2.341,-2.05,2.891,6.749,2.084,2.895,-1.614,3.106,8.484,5.515,4.089,1.208,2.336,-0.828,2.684,0.555,-4.067,5.804,6.773,1.689,-0.678,2.564,7.624,2.1,7.648,11.334,-1.738,5.95,4.599,4.2,4.24,9.247,-0.013,4.407,1.218,8.504,1.324,-1.13,5.38,2.02,1.829,0.438,0.195,1.453,0.71,1.334,5.032,0.194,6.934,3.368,2.041,-1.784,-1.207,-1.684,1.744,1.919,1.84,4.238,2.072,4.704,1.979,5.307,3.752,1.359,1.476,2.378,2.499,1.712,4.208,4.108,5.232,0.368,3.941,-0.213,2.008,0.675,-3.874,3.441,2.466,1.312,1.279,1.219,0.512,0.6,11.323,9.75,2.897,2.909,4.219,3.197,3.642,0.975,-0.82,3.955,2.468,-0.728,0.943,0.395,-5.306,4.923,0.412,2.817,0.277,3.304,-0.219,-1.542,3.834,-1.207,-1.255,-0.048,2.271,2.225,-1.14,0.291,-0.574,2.34,2.518,1.299,1.707,0.213,0.099,1.481,3.502,1.447,-0.183,-1.612,0.545,0.098,0.863,2.581,2.1,5.225,3.027,-1.723,-1.657,5.562,4.834,-0.412,2.935,6.341,5.029,1.643,-1.672,1.154,0.73,-0.129,3.853,0.266,2.265,2.747,6.221,2.273,2.324,4.659,3.306,0.341,6.216,-0.756,1.28,1.024,0.56,4.52,1.863,1.96,1.592,-1.844,-1.86,4.928,0.492,0.991,1.612,3.062,4.341,0.102,5.469,0.102,4.439,1.054,0.767,1.112,0.609,4.385,2.554,1.777,3.757,-2.495,1.45,2.807,5.406,1.398,4.826,1.69,3.711,1.44,0.161,5.289,4.59,3.619,1.619,1.185,3.194,-1.794,-1.532,0.884,-4.075,2.791,-1.586,0.638,-0.75,1.87,0.973,0.932,5.322,3.816,-0.421,4.071,1.914,1.449,0.018,0.363,4.753,2.44,0.128,6.309,2.088,3.3,3.39,4.457,1.295,3.778,-1.35,3.761,0.012,-0.033,1.55,-3.77,1.019,2.868,3.738,0.19,5.412,4.035,4.897,-0.083,3.45,3.853,1.298,7.376,-0.398,5.425,3.771,-1.516,-0.259,-0.144,2.293,-1.856,-0.777,0.314,-0.503,1.528,-2.468,1.886,2.068,0.203,-0.326,3.112,3.42,2.559,3.496,4.316,2.713,-2.142,9.138,23.149,11.328,11.844,11.041,14.68,13.951],"base_top":[[248058,23.149],[40,19.32],[760,17.052],[27,16.533],[27775,16.34],[3928,15.746],[1919,15.59],[5328,15.192],[2665,15.15],[63,15.128]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,16,18,15,24,23,29,198,27,15704,16874,62,16,62,18,15,29,198,2117,273,62,23,22,22,198,510,15704,29,198,27,15704,16874,62,17,62,20,22,29,198,18,21,198,510,15704,29,198,27,15704,16874,62,18,62,16,23,29,198,16,20,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","1","3","0","9","8",">","\n","<","parameter","=p","_","1","_","3","0",">","\n","map","le","_","8","7","7","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","5","7",">","\n","3","6","\n","</","parameter",">","\n","<","parameter","=p","_","3","_","1","8",">","\n","1","5","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.8569,-0.3087,-0.8201,-1.4595,-0.8862,0.8388,-0.9241,0.0045,0.1752,-0.8203,-0.1148],[-3.65,0.6877,7.1945,13.5558,-0.9484,-1.2511,1.684,-0.8243,0.0639,-0.5557,-0.3097],[-4.7384,-1.353,11.8351,18.2158,-1.2001,-0.5976,-0.1669,-0.2301,0.1906,-0.9203,-0.0901],[-2.603,-1.8276,10.7405,16.822,-2.1101,-0.4846,1.2887,-0.7719,0.1454,-0.836,0.024],[-2.4844,-2.0693,10.5922,15.631,-1.8111,-0.7749,-1.4391,-0.7095,0.3729,-1.2188,0.7609],[-1.595,-3.1785,9.3411,14.9382,-0.8063,-0.5736,0.2917,-0.8516,0.6209,-1.2353,0.1167],[-3.6083,-1.44,11.7854,21.4434,-1.9353,0.2843,-0.9096,-1.1749,0.3418,-1.6924,0.0756],[-2.5512,-2.6081,16.2058,21.1794,-1.3469,-0.4894,-2.0972,-0.5013,0.2003,-1.6668,-0.4236],[-2.5798,-1.5912,13.1697,20.3942,-0.9215,-1.7423,-0.7157,-1.2111,-0.0082,-2.1242,-0.4922],[-2.5328,-1.1932,11.8314,19.6115,-0.8184,-1.3874,-0.9223,-1.4119,-0.1145,-1.6145,-0.2729],[-2.7666,-2.5486,12.8547,18.9995,-0.5142,-1.9529,-0.1577,-1.568,-0.3716,-1.4555,-0.2267],[-3.2343,-2.1093,10.6227,20.1304,0.3498,-0.9098,0.4023,-1.4961,-0.0337,-1.424,-0.2162],[-4.5907,-1.7183,9.7369,22.2547,-0.8829,-1.9366,0.3645,-0.6196,0.0332,-1.1567,-0.1083],[-4.1761,-0.3393,9.6065,20.2276,-0.8372,-1.0237,1.0002,-0.1813,0.1939,-1.0149,-0.4018],[-4.6602,-0.3419,10.9699,17.9524,-1.2737,-1.3596,-0.3079,-0.1543,-0.3343,-1.11,-0.2169],[-1.1894,-1.3405,10.5253,18.4973,-1.7773,-1.4398,2.4566,-0.3006,-0.1535,-1.0272,-0.4113],[-1.4358,-1.68,10.0799,20.3489,-2.259,-1.3615,-1.8362,-0.748,-0.0219,-1.1722,0.1743],[-2.8251,-0.9167,10.7391,21.7392,-2.296,-1.1188,-0.2335,-0.9368,0.1462,-1.4804,-0.0674],[-1.9957,-1.868,14.6686,21.6584,-2.0199,-0.923,-1.2285,-0.3133,0.1606,-1.6923,-0.439],[-3.0564,-2.0663,10.4399,21.9739,-1.9331,-1.5826,0.4617,-1.0716,0.0435,-2.1585,-0.0227],[-1.7669,-3.0064,13.8167,20.3055,-1.3483,-1.3367,-0.4985,-0.4878,0.1837,-1.9745,-0.6935],[-2.3174,-0.9965,11.3376,21.5478,0.0427,-1.0449,-0.6819,-1.0578,-0.0345,-1.6075,-0.2577],[-3.5994,-1.8354,11.785,21.3006,-1.3069,-2.1547,0.9018,-0.6376,-0.049,-1.8212,0.0786],[-2.7046,-1.4487,14.3423,19.6739,-2.1665,-1.247,2.5772,-0.2908,0.2108,-1.4349,-0.0944],[-0.9862,-1.0566,17.5477,14.7148,0.0602,-1.2083,-0.3163,-0.4043,0.1224,-1.5371,0.0061],[-2.3425,-0.6743,12.8502,20.0565,0.3001,-0.1318,-0.1863,-1.134,0.2181,-1.4852,0.2355],[-3.4584,-0.3855,11.4449,20.3175,-0.7344,0.6494,1.3873,-1.1798,0.1639,-1.7387,0.1245],[-1.8592,-1.7887,14.6953,18.4714,-0.9445,0.5762,0.1537,-0.6012,0.1658,-1.9204,-0.3438],[-3.0868,-1.691,13.434,20.7931,0.0111,-0.9374,-1.5424,-1.1964,-0.2151,-1.1871,-0.6176],[-2.7062,-1.2769,12.0813,20.4511,0.0379,-0.3974,-0.1145,-1.1488,-0.0369,-1.6294,-0.4882],[-2.9688,-0.4755,10.8387,19.9368,-0.2287,-0.9525,1.6803,-0.6722,0.2336,-1.5882,-0.0661],[-4.5575,-1.1324,12.0652,19.3657,-1.4779,-0.7358,0.5658,-0.6357,0.1026,-1.3626,-0.6309],[-2.7382,0.2325,11.1044,16.6813,-2.1334,-0.9446,0.727,-0.5402,0.0052,-0.7401,-0.5514],[-5.0169,0.0258,9.1731,22.0718,-1.1722,-2.6545,0.8719,-0.9792,0.2431,-1.2807,-0.2742],[-2.6883,-1.0685,11.9655,21.9602,-1.5909,0.5968,1.4638,-0.1335,0.487,-1.5046,-0.1382],[-4.7495,-0.1639,10.9488,18.9504,-1.8454,-1.0889,0.0379,-0.2843,-0.2677,-1.0566,-0.3725],[-1.5624,-1.0599,10.7584,19.0286,-2.7602,-0.9691,2.6056,-0.6541,-0.0694,-1.0533,-0.3892],[-2.1769,-1.7915,9.4249,20.5537,-2.8509,-0.8059,-1.1178,-0.7321,0.0243,-1.2317,0.06],[-3.4793,-1.1349,10.3049,21.0988,-2.5285,-0.9577,-0.0264,-1.1365,0.3056,-1.408,-0.0112],[-3.4438,-2.3574,14.1776,21.0871,-2.4916,-0.7826,-0.4011,-0.5212,0.2735,-1.5459,-0.4424],[-3.8445,-1.9114,10.5778,22.0965,-2.4458,-1.3762,-0.6352,-1.2773,0.1407,-1.8121,0.0528],[-2.6906,-2.9867,14.8646,20.876,-2.565,-1.8701,-1.9264,-0.7336,0.0921,-1.6445,-0.6157],[-3.0888,-1.9206,11.4827,21.65,-0.7094,-1.7468,-0.1149,-1.0409,-0.0192,-1.3008,-0.5263],[-3.9502,-0.5525,10.4108,21.1246,-1.8529,-2.012,2.0864,-0.7794,0.0977,-1.4468,-0.038],[-3.7484,-0.7458,13.1374,20.5242,-3.0328,-1.0165,2.0543,-0.229,0.3277,-1.1502,-0.332],[-3.0274,-1.4678,17.3769,17.9595,-1.4452,-0.6497,-1.6107,-0.0719,0.1293,-1.3091,-0.1119],[-2.5087,-1.0421,12.6114,20.42,-0.4138,-2.1721,-0.3825,-0.5096,0.2422,-1.0338,-0.401],[-4.1413,-0.7861,11.3353,20.6839,-1.8921,-1.5149,0.6351,-0.3849,0.077,-1.1859,-0.3711],[-5.007,-0.8851,12.2066,19.0351,-2.2384,-0.9124,0.8722,-0.4673,0.2773,-1.1341,-0.7219],[-2.9447,-0.072,11.2524,17.3489,-2.0409,-1.0608,1.2988,-0.651,0.1413,-0.6567,-0.7228],[-5.3624,-0.2883,8.936,21.8607,-1.0695,-3.4085,0.5111,-0.985,0.2291,-1.3658,-0.5161],[-3.7392,-0.6038,11.6956,21.2354,-1.8785,-0.6972,1.8992,-0.1409,0.2762,-1.1563,-0.279],[-4.8465,-1.0688,11.3838,19.2141,-1.6189,-0.9263,-0.2225,-0.3885,-0.1499,-1.0922,-0.4896],[-1.8854,-1.1371,11.1061,19.6793,-2.8116,-0.8554,2.1049,-0.7808,-0.0314,-0.8579,-0.5849],[-3.0242,-1.8741,8.4786,20.7202,-2.5101,-1.2829,-0.5263,-0.6889,-0.0342,-1.1071,-0.0827],[-4.0859,-1.4585,9.5007,20.7043,-2.1968,-1.4344,-0.2381,-1.0409,0.265,-1.459,-0.0577],[-3.4418,-2.6265,13.6523,20.7275,-2.1262,-1.5003,-1.1093,-0.4312,0.109,-1.5242,-0.4156],[-3.8385,-1.8709,11.4358,22.2539,-1.8919,-0.3383,-0.4247,-1.2083,0.1468,-1.8004,-0.0426],[-2.9456,-2.9072,14.5422,20.6126,-1.801,-1.1782,-1.7857,-0.8441,0.0279,-1.5694,-0.6619],[-2.641,-2.2137,11.0635,20.6991,-0.45,-0.9526,-0.6225,-1.1604,-0.0049,-1.6916,-0.3336],[-3.8422,-0.7583,11.7525,22.1024,-1.7349,-2.0294,0.6307,-0.5428,0.2184,-1.1126,-0.1841],[-3.5827,-0.9612,13.2085,20.2859,-2.6145,-0.8102,0.7819,-0.3837,0.3749,-1.0866,-0.446],[-2.7385,-1.7544,17.1407,17.6828,-1.1139,-0.3444,-2.768,-0.1257,0.3394,-1.0948,-0.3748],[-2.5791,-1.1905,12.7356,20.1066,-0.9106,-2.7602,-2.8256,-0.6883,0.3403,-1.4346,-0.4148],[-3.7212,-0.7282,11.1153,21.719,-0.8235,-1.5274,0.4682,-0.2346,0.1399,-1.3036,-0.2371],[-3.6045,-1.1896,11.6195,19.0884,-1.1227,-0.6003,0.8185,-0.4766,0.1713,-1.3928,-0.4504],[-2.3089,0.5898,11.8155,17.6442,-1.5212,-0.9437,1.1289,-0.9035,0.1776,-0.7469,-0.675],[-3.8569,0.1937,8.7934,21.0303,-1.0059,-2.4147,0.6913,-0.7661,0.203,-1.1118,-0.2198],[-1.9442,-0.2059,9.7291,21.1194,-0.6022,-0.4328,2.1668,-0.1643,0.1446,-1.3183,-0.3566],[-3.0568,0.5775,9.4345,16.4378,-1.124,-0.2693,-0.4099,-0.5363,-0.1858,-1.2165,-0.3788],[-1.083,-0.8703,10.2423,17.7501,-2.8276,-0.8946,2.3762,-0.2844,-0.1541,-0.6736,-0.4377],[-1.7356,-1.4542,9.2981,20.5231,-2.3598,-1.682,-1.5693,-0.6174,-0.1401,-1.0788,-0.0229],[-2.1372,0.2829,10.3725,19.7205,-1.6935,-3.1324,-0.9026,-0.7065,0.0109,-1.4719,-0.0631],[-3.6393,-1.397,11.1695,21.6964,-1.0116,-2.1268,-0.3824,-0.9097,-0.1348,-1.7167,-0.0446],[-1.8291,-0.5293,12.1863,19.4443,-2.3387,-1.7181,0.6164,-0.2115,-0.1153,-1.4341,-0.1762],[-0.3473,-0.3343,15.6484,16.1754,-0.928,-1.8575,-1.6226,-0.5292,-0.0771,-1.5442,-0.2714],[-3.5149,-0.3454,10.3859,22.3456,-1.346,-1.8635,0.6934,-0.5208,0.0332,-1.6466,-0.2558],[-4.2244,-1.1449,12.2158,18.9677,-1.9993,-0.3292,0.5858,-0.5872,0.2091,-1.3134,-0.6943],[-2.6594,0.2862,12.0837,17.1762,-1.8031,-0.5725,0.9108,-0.798,0.1353,-0.7685,-0.6874],[-4.486,0.2781,7.9437,19.1281,-0.6251,-2.2505,0.2982,-0.6316,0.2712,-1.188,-0.0332],[-3.5577,-0.1905,9.6317,21.0442,-0.8784,-1.4282,1.9701,-0.1463,0.3652,-1.1103,-0.4436],[-4.9859,0.4157,11.008,17.5217,-0.6107,-0.5243,-0.8259,-0.3081,-0.0166,-0.9574,-0.1826],[-3.7266,-0.1144,9.2857,15.6021,-1.5045,-0.796,-0.5916,-0.669,0.1489,-0.8756,-0.2864],[-4.8539,-0.484,5.9383,13.244,-0.5736,-1.4995,2.2216,-1.0378,0.3037,-0.8734,-0.0912],[-3.3841,-1.8409,10.2675,18.1292,-0.9491,-0.6312,2.4862,0.2705,0.5015,-0.9607,-0.1157],[-4.3568,-0.553,8.7196,13.0063,-2.2937,-1.1333,-0.6894,-0.8007,-0.0997,-1.0546,0.1355],[-2.9307,-0.3697,9.0766,13.3359,-2.1229,-0.696,-1.5704,-0.9724,-0.1332,-1.594,0.0557]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_13098>\n<parameter=p_1_30>\nmaple_877\n</parameter>\n<parameter=p_2_57>\n36\n</parameter>\n<parameter=p_3_18>\n15\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":87,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_13098>\n<parameter=p_1_30>\nmaple_877\n</parameter>\n<parameter=p_2_57>\n36\n</parameter>\n<parameter=p_3_18>\n15\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":87,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_13098>\n<parameter=p_1_30>\nmaple_877\n</parameter>\n<parameter=p_2_57>\n36\n</parameter>\n<parameter=p_3_18>\n15\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":87,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_13098>\n<parameter=p_1_30>\nmaple_877\n</parameter>\n<parameter=p_2_57>\n36\n</parameter>\n<parameter=p_3_18>\n15\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":87,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_13098>\n<parameter=p_1_30>\nmaple_877\n</parameter>\n<parameter=p_2_57>\n36\n</parameter>\n<parameter=p_3_18>\n15\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":87,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0287","set":"practice","cohort":"ambiguous","family":"numeric_comparison","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_899, reference 048. These are not inputs to this request.\nCarry out this request: select stored numbers strictly below a threshold.\nNumeric threshold: 42. Series identifier: either \"cedar_531\" or \"cedar_5319\", with no preference specified.","tools":[{"function":{"description":"Select stored numbers strictly below a threshold. Inert synthetic operation.","name":"fx_71678","parameters":{"additionalProperties":false,"properties":{"p_1_47":{"description":"Series identifier","type":"string"},"p_2_16":{"description":"Numeric threshold","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_47","p_2_16"],"type":"object"}},"type":"function"},{"function":{"description":"Select stored numbers strictly above a threshold. Inert synthetic operation.","name":"fx_16980","parameters":{"additionalProperties":false,"properties":{"p_1_47":{"description":"Series identifier","type":"string"},"p_2_16":{"description":"Numeric threshold","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_47","p_2_16"],"type":"object"}},"type":"function"}],"prompt_tokens":657,"decision":{"rms":0.4079082291776012,"sumsq":170.3814383931458,"hb":[-0.05283,-0.06616,-2.25072,0.24727,-1.75818,0.10099,-0.63571],"lse":24.267728976304905,"logits":[12.724,13.758,11.583,12.448,11.572,11.408,8.978,8.856,11.396,11.982,11.022,16.727,11.251,9.576,14.768,9.827,8.093,12.265,10.934,9.156,19.962,10.471,9.844,12.804,11.135,11.831,9.986,10.047,12.312,8.549,9.147,13.893,14.659,9.173,14.593,12.494,10.04,11.62,10.491,9.9,12.351,9.109,8.493,12.564,5.862,8.642,-0.039,12.143,8.122,14.295,6.376,8.583,10.91,8.89,9.66,6.887,10.259,14.588,10.914,5.993,7.855,14.088,5.36,10.032,10.613,11.555,5.566,9.534,2.42,16.984,8.193,7.351,9.136,-1.731,9.16,3.797,9.828,7.209,8.252,9.584,9.754,10.612,8.165,8.615,10.477,6.337,8.335,5.353,9.741,11.419,3.454,4.127,15.261,13.264,3.506,5.674,12.224,-2.84,5.331,4.209,6.532,8.405,0.474,7.527,-0.498,13.045,9.592,5.411,8.554,10.545,12.208,10.411,6.137,6.769,6.573,10.344,15.685,4.626,7.886,6.764,12.292,10.592,12.086,12.702,12.607,11.73,3.303,11.928,7.907,9.055,2.811,6.665,5.212,6.54,13.222,8.008,4.411,13.097,6.528,8.58,8.789,13.571,11.865,5.628,0.029,6.512,11.761,2.12,14.975,4.033,0.171,10.011,8.012,7.385,5.379,10.11,6.095,9.133,8.044,14.358,7.423,4.727,9.228,-1.237,7.049,5.495,10.327,6.711,-5.145,10.285,11.63,10.299,12.136,7.831,10.246,6.432,6.954,6.952,11.221,8.267,6.475,5.276,8.597,4.554,8.38,16.367,4.824,10.795,-3.076,8.928,9.744,3.628,10.889,14.82,3.622,3.683,9.009,10.323,9.316,3.502,6.724,12.457,5.77,4.356,12.291,6.753,8.783,8.466,6.529,12.071,4.12,9.954,13.859,3.133,6.673,7.405,-5.048,0.294,6.643,5.95,6.523,9.725,8.731,5.081,-1.508,6.314,7.596,5.8,3.062,4.084,11.108,-0.871,4.495,6.722,8.248,10.9,3.061,9.406,5.226,9.052,11.467,7.089,3.875,4.301,5.801,13.166,1.81,-4.629,7.595,7.851,-0.423,11.32,8.976,7.249,6.362,-2.647,12.462,11.84,7.446,11.701,9.54,10.635,5.753,3.138,5.088,6.165,9.129,9.795,3.842,14.548,1.774,3.987,1.58,2.068,2.159,6.839,8.029,8.383,7.381,-0.108,9.45,9.821,2.292,6.183,5.733,8.103,2.503,7.824,11.24,12.198,8.303,6.253,9.684,7.317,7.32,10.352,8.875,9.749,13.977,8.925,9.619,7.157,7.691,8.199,5.989,4.471,4.004,9.839,2.856,9.995,7.949,3.196,13.159,3.82,-1.251,-3.853,8.162,9.136,-5.01,0.102,6.436,10.069,8.724,8.483,8.225,10.484,-4.294,-1.439,7.22,10.471,14.942,10.062,1.885,9.88,12.09,7.456,9.31,3.011,3.099,6.212,-0.504,11.41,11.884,12.929,9.356,4.322,10.12,3.912,6.643,2.586,9.572,6.997,-2.233,4.886,10.318,12.442,7.981,11.351,9.467,8.38,3.789,5.886,-0.509,-0.051,11.216,9.875,13.127,5.197,3.671,4.696,10.137,9.604,1.775,6.978,10.263,6.461,4.696,9.46,7.393,13.947,3.321,-2.543,15.111,3.911,7.624,5.632,3.48,2.661,9.504,10.776,3.51,9.487,4.428,11.197,1.342,9.394,7.127,2.437,2.419,2.478,3.64,-2.295,6.239,3.02,10.691,1.596,8.986,9.972,-1.534,3.047,11.171,8.473,0.101,6.281,8.764,8.914,-1.911,12.55,8.327,9.218,7.419,12.697,3.079,8.026,9.501,9.664,4.735,1.634,12.399,0.035,12.917,8.464,3.285,5.148,3.141,5.24,7.513,7.834,12.171,11.156,8.986,7.585,6.917,4.756,4.327,4.812,11.162,0.7,11.405,1.721,7.288,-1.073,10.1,-1.932,4.454,3.847,9.869,8.438,4.538,1.449,3.807,9.949,9.357,4.482,8.645,2.872,0.207,2.766,7.814,8.906,7.441,13.286,8.155,-0.615,3.515,3.059,0.705,6.716,5.289,3.52,8.092,5.173,9.224,0.312,6.364,9.722,-0.762,8.592,16.386,9.856,6.48,4.707,8.1,8.541,5.868,5.435,11.549,1.741,7.176,1.97,6.116,0.793,2.802,5.654,1.157,6.1,0.699,4.882,8.921,12.438,3.94,8.135,1.859,3.284,8.15,4.852,6.97,12.314,5.699,6.828,8.741,2.977,3.832,-0.489,5.008,5.908,1.842,-2.315,1.945,6.132,6.151,5.533,4.493,6.334,5.422,6.049,7.731,4.503,3.888,5.429,4.479,0.039,0.551,10.573,1.165,6.578,11.387,5.976,4.955,7.184,4.013,6.244,-1.671,2.353,7.396,9.581,5.823,10.575,2.471,8.105,8.816,6.058,-0.164,3.083,8.496,9.92,6.957,2.023,9.379,3.296,0.305,5.951,3.814,9.252,3.184,5.565,-3.8,4.862,7.398,-0.014,2.796,7.395,9.385,-0.299,4.352,0.484,7.209,1.702,10.38,-0.41,9.795,8.275,-0.824,6.642,9.06,-0.529,3.395,3.225,5.127,12.91,1.343,7.115,8.229,4.386,10.603,9.947,0.903,-0.668,-2.225,2.293,7.521,8.989,9.007,7.078,-0.181,7.379,3.783,7.407,4.879,7.187,10.388,4.961,3.801,1.685,5.278,11.657,4.906,8.375,-2.36,3.97,6.579,2.469,4.519,3.777,7.762,11.801,6.537,2.078,1.502,4.311,11.164,-0.739,5.158,6.275,6.869,7.752,5.317,-1.828,1.255,3.262,-0.235,3.135,7.939,8.068,-4.505,1.089,-0.293,12.132,-0.349,4.319,8.723,7.196,5.0,8.242,2.462,7.334,7.218,-1.719,6.534,8.767,-4.724,-0.689,3.511,5.259,1.109,6.697,8.821,7.144,0.074,4.163,3.253,2.072,7.359,11.228,2.761,3.764,-0.323,9.824,6.755,8.346,4.588,5.98,10.269,6.653,2.766,6.45,3.674,3.041,6.335,1.893,6.115,0.876,0.581,-0.088,13.715,-1.994,5.602,3.185,0.781,5.976,7.622,-0.993,7.548,11.552,0.54,1.378,3.591,6.273,6.37,3.311,5.069,3.061,5.634,4.044,2.294,8.346,-0.102,8.073,7.951,6.024,4.338,0.339,4.312,5.289,0.899,7.758,7.736,2.688,12.671,2.084,3.973,6.088,5.328,4.99,6.976,4.752,0.501,4.468,5.385,1.753,1.87,8.69,-1.526,1.635,7.648,3.075,-2.272,2.927,5.944,1.383,1.961,-2.426,2.889,9.05,4.54,3.567,1.24,2.524,0.107,2.907,0.139,-4.499,7.459,6.945,1.789,-0.357,2.846,6.771,2.23,9.538,11.038,-2.044,4.981,5.264,4.699,3.986,9.141,0.118,3.634,1.293,8.801,0.524,-0.648,5.848,1.955,0.517,0.452,0.579,1.661,0.682,2.286,5.688,0.833,5.063,4.249,1.635,-0.707,-1.825,-1.937,1.04,2.144,1.941,4.75,0.937,5.871,2.226,5.861,3.48,-0.272,2.924,1.922,4.16,2.303,4.44,3.813,4.936,-0.006,3.12,0.761,2.818,1.38,-3.403,3.181,2.675,2.593,1.731,1.805,0.88,2.136,12.484,9.887,3.726,3.959,3.74,2.743,5.048,0.918,-0.999,3.138,2.706,-1.76,0.966,-0.692,-3.779,5.729,-0.137,2.133,0.364,3.156,-0.778,-1.234,2.648,-0.867,-0.202,0.707,1.585,2.103,0.01,0.042,-0.52,2.775,2.479,0.336,2.389,0.086,-0.479,1.89,3.261,1.572,-0.812,-2.961,0.446,0.61,0.896,2.306,1.998,5.605,2.751,-1.412,-1.126,6.174,4.371,-0.557,1.564,4.268,3.758,1.646,-1.207,1.343,1.544,0.163,4.085,-0.132,2.389,3.423,6.679,2.131,1.713,3.659,3.478,0.442,5.246,-2.395,1.564,0.633,1.128,4.662,1.946,2.176,3.131,-3.102,-1.512,4.094,0.63,0.721,2.448,2.091,3.415,1.294,4.97,-0.958,3.952,1.67,1.344,0.936,0.065,4.212,1.777,0.884,3.152,-2.215,1.278,2.499,4.927,0.791,3.664,1.966,4.979,1.692,0.011,4.767,4.933,1.452,0.794,1.357,3.036,-1.963,-0.174,-0.067,-4.219,1.529,-1.882,1.081,-1.962,0.825,-0.078,1.345,6.794,4.127,1.219,3.303,1.613,0.447,-0.432,1.591,5.227,2.813,-0.596,5.468,2.386,3.155,4.19,3.299,0.961,3.223,-1.278,3.994,0.694,0.109,0.703,-4.128,-0.691,3.388,2.419,0.705,4.747,5.266,4.029,0.185,3.796,3.096,1.521,7.611,0.472,5.609,3.152,-0.661,-0.297,-0.544,1.431,-2.051,-0.731,0.874,-1.4,0.849,-2.994,1.593,2.373,0.118,-0.851,2.574,3.674,1.489,3.34,4.147,1.731,-3.802,10.487,24.249,11.78,12.512,12.177,14.987,14.615],"base_top":[[248058,24.249],[40,19.962],[760,16.984],[27,16.727],[27775,16.386],[3928,16.367],[1919,15.685],[1206,15.261],[15947,15.111],[248068,14.987]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,22,16,21,22,23,29,198,27,15704,16874,62,16,62,19,22,29,198,1931,277,62,20,18,16,198,510,15704,29,198,27,15704,16874,62,17,62,16,21,29,198,19,17,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","7","1","6","7","8",">","\n","<","parameter","=p","_","1","_","4","7",">","\n","ced","ar","_","5","3","1","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","1","6",">","\n","4","2","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.3602,-0.7031,-0.2664,-0.5776,-1.1702,0.8984,-0.4845,0.0181,0.1254,-0.8326,-0.0252],[-4.6619,0.5999,7.6524,14.8445,-1.2059,-1.4319,2.0281,-0.8076,0.1565,-0.6257,-0.3831],[-5.1037,-1.0034,11.5953,17.7325,-1.3646,0.0224,-0.0419,-0.1635,0.2121,-0.7498,-0.0318],[-2.4527,-1.6145,10.0627,15.6348,-1.9541,-0.3413,1.6213,-0.6973,0.1543,-0.6819,0.1772],[-2.4155,-1.6182,10.0551,14.5098,-1.8008,-0.6054,-1.1085,-0.7027,0.4513,-1.1191,0.7647],[-1.6221,-2.8904,9.5857,14.8441,-0.628,-0.5613,0.2108,-0.7322,0.657,-1.1839,0.1187],[-3.4193,-0.9077,11.5076,20.629,-1.4307,1.0353,-0.4017,-1.4393,0.2967,-1.6254,0.0174],[-2.094,-1.1889,15.5567,19.8114,-0.6079,0.3542,-2.0622,-0.706,0.0722,-1.476,-0.4507],[-3.1,-1.3085,13.5827,20.6626,-0.8114,-1.8115,-1.9171,-1.2378,-0.0341,-1.6387,-0.3538],[-2.6353,-1.7371,12.889,20.1146,-1.4534,-2.6335,-1.8223,-1.5499,-0.2209,-1.6545,-0.1188],[-2.7355,-1.5205,12.3552,19.5915,-0.7198,-1.1799,-0.5895,-1.6822,-0.2231,-1.61,-0.3389],[-3.0383,-1.3184,10.6253,19.7716,-0.0285,-1.1355,0.9196,-1.7188,-0.0438,-1.7184,-0.1525],[-4.5547,-0.9662,10.025,22.4224,-1.2831,-1.8203,0.5255,-0.7195,0.061,-1.2441,0.0214],[-4.7655,0.0242,9.7174,21.2831,-1.277,-1.7308,1.0387,-0.0805,0.1854,-1.1182,-0.1305],[-4.8571,-0.2312,10.7315,18.2184,-1.4447,-1.2096,-0.1449,-0.2099,-0.2878,-1.1298,-0.2507],[-1.1216,-1.1027,10.2791,17.8103,-1.9032,-1.4266,2.8655,-0.3238,-0.0765,-1.0964,-0.4732],[-1.8872,-1.7029,10.163,20.5166,-2.422,-1.3169,-1.2776,-0.7095,0.0138,-1.2018,0.1405],[-3.3649,-1.2705,10.806,22.1961,-2.5835,-1.187,0.3907,-0.9866,0.2166,-1.5053,-0.1236],[-2.2834,-2.0465,15.2593,22.6317,-2.2941,-0.8098,-0.9428,-0.3133,0.2117,-1.5951,-0.5783],[-3.1668,-2.6096,11.4777,22.8233,-2.5208,-1.0984,-0.2858,-1.2126,0.0949,-2.2068,-0.1062],[-2.1162,-3.6149,15.4748,21.9504,-1.9606,-1.1912,-1.6981,-0.6627,0.0286,-1.8321,-0.4948],[-2.8145,-1.4464,11.3802,21.4386,-0.1945,-1.6459,0.1121,-0.9116,-0.0241,-1.5553,-0.4232],[-3.1586,-1.3352,11.6462,21.2536,-1.3634,-2.2103,0.8528,-0.7448,0.0133,-1.7013,-0.0127],[-2.0118,-0.6669,15.3924,19.6143,-3.0857,-0.7929,1.8842,-0.2991,0.415,-1.3111,-0.2196],[0.2032,0.1264,19.0897,15.0795,-1.0212,-0.867,-1.3687,-0.531,0.3835,-1.3504,-0.2237],[-2.4031,-2.1092,13.6115,20.5923,-0.707,-0.2143,0.2032,-1.1459,0.1157,-1.0796,0.0871],[-3.0665,0.4133,12.3634,21.051,-1.4467,0.5032,0.8278,-1.4856,0.2006,-1.8044,0.0748],[-0.8463,-1.2129,16.7406,19.1631,-1.1966,0.3742,-1.6244,-0.7781,0.1548,-1.7602,-0.4323],[-3.8193,-1.9088,13.3715,19.9594,0.71,-2.2781,0.2845,-1.176,-0.1482,-1.725,-0.4026],[-2.0043,-0.9209,12.9753,20.5969,-0.5977,-0.2409,-0.3236,-1.0756,0.4422,-1.8749,-0.3007],[-2.2091,-0.3331,11.7396,19.8414,-1.3675,-1.6141,0.6967,-1.042,0.1922,-1.7303,-0.2041],[-3.5421,-0.6905,11.6777,17.546,-1.6774,-0.6697,0.3432,-0.5899,0.2748,-1.3337,-0.565],[-2.2763,0.5114,10.1001,14.5547,-1.2504,-0.8898,0.5472,-0.3849,0.0211,-0.479,-0.6129],[-4.7241,0.3158,8.5625,21.5021,-0.9119,-3.3187,0.9298,-0.9767,0.2014,-1.1161,-0.2747],[-2.4883,-0.6646,11.6575,21.3971,-0.3963,-0.1478,1.3182,-0.2122,0.2959,-1.464,-0.1293],[-4.2901,-0.2482,10.2687,18.0989,-1.4464,-1.0968,-0.2513,-0.3244,-0.1599,-1.146,-0.3082],[-1.3734,-1.2076,10.6841,18.5179,-2.5659,-1.295,2.1839,-0.5406,-0.0123,-1.0421,-0.3785],[-2.106,-1.4875,9.437,20.6651,-2.6087,-1.146,-1.3402,-0.7514,0.0541,-1.2569,0.0444],[-3.7318,-0.6788,10.2933,20.9351,-2.3909,-1.5425,0.3945,-0.9242,0.3596,-1.3721,-0.1715],[-3.2469,-2.2693,14.4668,21.8639,-2.2341,-1.143,-0.5047,-0.4014,0.2894,-1.4368,-0.6655],[-4.4805,-1.968,10.9664,22.8019,-1.648,-1.2104,0.0542,-1.1702,0.1091,-2.0815,-0.1189],[-3.5917,-2.7411,14.8077,21.4976,-1.3387,-1.4794,-1.4853,-0.4876,0.0522,-1.4695,-0.7292],[-2.9091,-2.1795,11.325,21.7267,-1.7649,-3.0568,-0.3015,-1.1184,0.0439,-1.3606,-0.2718],[-3.9499,-1.1016,11.0175,21.541,-1.8743,-2.2641,1.2321,-0.6841,0.2011,-1.3886,-0.0012],[-3.1415,-1.1869,13.7112,20.9211,-2.7252,-1.1839,1.7091,-0.3881,0.2552,-1.2121,-0.3643],[-1.7506,-1.4119,18.1427,18.3425,-0.7678,-0.3672,-1.633,-0.3168,0.2109,-1.3877,-0.0992],[-3.4767,-0.4328,12.525,20.9745,0.1925,-1.6266,0.2062,-0.8238,0.4054,-1.5244,-0.403],[-4.2359,-1.1248,12.2165,21.4979,-0.5563,-1.8341,-0.2125,-0.3539,0.0054,-1.4471,-0.2981],[-4.2189,-1.1887,11.6562,18.5573,-1.4387,-0.1546,0.2578,-0.4639,0.1593,-1.2998,-0.6169],[-2.5148,0.1198,11.5696,17.0958,-1.455,-0.6827,0.7584,-0.6679,0.0937,-0.5602,-0.625],[-3.6543,0.2284,8.4719,20.4197,-1.1873,-2.5195,0.7766,-0.7856,0.1488,-1.0287,-0.0696],[-3.3771,-0.3046,10.3173,19.7541,-0.0263,0.9825,1.8566,-0.2182,0.2187,-1.5048,-0.1225],[-3.392,0.3417,9.0114,15.6575,-0.8554,-0.3209,-0.2262,-0.6656,-0.1231,-1.1923,-0.3131],[-0.8415,-1.0269,10.1101,17.4323,-2.8769,-0.6499,2.4086,-0.3685,-0.1255,-0.6793,-0.3686],[-1.8297,-1.409,9.7697,20.406,-2.2995,-1.4497,-1.7606,-0.6752,-0.1326,-1.0803,0.021],[-2.4256,0.2926,10.649,19.8551,-1.5899,-2.8711,-0.6414,-0.7577,0.026,-1.4058,-0.1219],[-3.8311,-1.2549,10.4646,21.4535,-0.7343,-2.0927,-0.6065,-0.931,-0.1053,-1.6764,-0.0665],[-2.4763,-0.618,12.7245,19.2413,-2.4844,-1.7126,0.8125,-0.2192,-0.1011,-1.3484,-0.1186],[-0.6312,-0.1057,16.0312,15.708,-1.2355,-1.8437,-1.4501,-0.6856,-0.0074,-1.4976,-0.1308],[-3.87,-0.4995,10.3516,22.1165,-1.0208,-1.8292,1.1096,-0.5141,0.0506,-1.6272,-0.1934],[-4.2861,-1.2834,12.1227,18.619,-2.0125,-0.4084,0.6435,-0.6169,0.2079,-1.2579,-0.6249],[-2.6415,-0.2005,11.7224,16.9187,-1.8092,-0.5334,1.1029,-0.7954,0.1755,-0.6681,-0.7031],[-4.3431,0.0698,8.1894,19.8354,-0.861,-2.3123,0.402,-0.6531,0.2871,-1.0926,0.0006],[-4.7176,-0.5435,10.0519,21.0068,-0.6543,-1.2009,1.6637,-0.0521,0.2885,-0.985,-0.3396],[-5.1281,0.4071,10.6667,16.9972,-0.5681,-0.5222,-0.6625,-0.3285,-0.0125,-0.853,-0.1164],[-4.142,-0.1784,9.4584,16.516,-1.4924,-0.8135,-0.3673,-0.6566,0.0935,-0.7864,-0.263],[-4.6431,0.1275,5.5944,12.9385,-0.3792,-2.2064,2.335,-1.1897,0.1386,-0.864,-0.0413],[-5.0167,-2.3833,9.33,16.4733,-0.579,-0.9994,2.8816,-0.0976,0.2535,-0.893,-0.1023],[-4.7142,-0.6287,8.8407,12.9244,-2.1413,-0.7325,0.3169,-1.0474,-0.0513,-1.1416,0.1205],[-4.1224,0.1423,7.958,12.2158,-2.4826,-0.4869,-0.9568,-1.1526,0.0902,-1.4056,0.1537]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_71678>\n<parameter=p_1_47>\ncedar_531\n</parameter>\n<parameter=p_2_16>\n42\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_71678>\n<parameter=p_1_47>\ncedar_531\n</parameter>\n<parameter=p_2_16>\n42\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_71678>\n<parameter=p_1_47>\ncedar_531\n</parameter>\n<parameter=p_2_16>\n42\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_71678>\n<parameter=p_1_47>\ncedar_531\n</parameter>\n<parameter=p_2_16>\n42\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_71678>\n<parameter=p_1_47>\ncedar_531\n</parameter>\n<parameter=p_2_16>\n42\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0090","set":"practice","cohort":"no_tool","family":"reservation_lifecycle","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to cancel the reservation for a resource and slot. Do not access or change stored data.\nSlot number: 51. Resource identifier: \"028\".\nUnrelated archived note: maple_827, reference 053. These are not inputs to this request.","tools":[{"function":{"description":"Reserve a resource for a slot. Inert synthetic operation.","name":"create_reservation","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"resource":{"description":"Resource identifier","type":"string"},"slot":{"description":"Slot number","type":"integer"}},"required":["resource","slot"],"type":"object"}},"type":"function"},{"function":{"description":"Cancel the reservation for a resource and slot. Inert synthetic operation.","name":"cancel_reservation","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"resource":{"description":"Resource identifier","type":"string"},"slot":{"description":"Slot number","type":"integer"}},"required":["resource","slot"],"type":"object"}},"type":"function"}],"prompt_tokens":605,"decision":{"rms":0.3733342012246051,"sumsq":142.72248402331024,"hb":[-0.06848,-0.0136,-1.04951,-0.18601,-0.5798,0.02239,-0.35532],"lse":21.535437066093646,"logits":[13.709,13.892,12.319,12.709,12.257,11.53,9.124,9.783,9.771,10.418,8.997,15.34,13.665,7.674,16.747,10.571,8.509,8.726,8.337,10.479,19.929,7.416,10.18,14.557,12.512,11.452,9.848,7.933,12.129,8.584,8.537,12.884,14.032,8.829,13.775,7.803,7.484,10.893,5.083,6.549,10.868,6.303,9.658,11.738,4.007,5.793,4.433,10.356,4.41,14.786,2.791,7.618,8.082,7.911,6.729,5.509,7.505,11.228,11.471,5.944,6.552,15.662,2.188,5.923,6.494,9.326,5.886,10.748,2.326,17.822,10.788,9.314,8.557,0.82,13.271,3.566,8.283,6.008,10.75,12.192,8.621,9.671,10.606,10.252,10.874,7.681,7.07,2.619,11.005,10.284,-0.827,4.091,19.702,8.63,6.808,6.472,12.647,-5.375,-0.551,4.137,7.994,7.294,1.379,8.296,1.76,14.662,11.895,3.027,6.255,10.244,6.131,9.748,7.378,5.852,8.289,12.182,17.222,7.918,7.343,11.247,13.986,11.007,14.363,15.311,16.731,11.892,2.434,10.068,6.872,7.646,1.83,10.059,2.862,8.074,8.537,9.522,8.613,14.935,3.332,8.429,8.938,16.395,14.587,5.724,2.572,9.945,14.08,-1.852,18.012,1.564,-4.587,10.085,4.86,7.836,6.251,11.384,8.57,5.996,7.593,9.379,8.202,5.641,9.511,-2.025,8.07,4.556,11.319,6.59,-5.56,10.289,12.453,13.301,15.166,6.017,7.113,8.304,11.602,8.346,12.271,7.844,8.032,5.258,5.03,3.108,8.88,16.438,6.56,12.35,0.85,10.732,10.187,3.667,15.04,10.661,4.885,7.28,10.051,15.057,8.737,2.792,7.857,12.582,5.108,-0.703,11.905,8.434,13.875,9.659,2.817,11.47,1.004,14.736,15.475,2.232,8.282,3.86,-3.585,6.043,0.968,2.735,11.428,5.659,10.393,2.538,-0.345,5.708,9.654,4.662,-0.929,5.723,12.033,-1.668,1.384,8.301,10.274,8.874,5.892,10.546,5.533,10.824,7.008,0.744,4.438,3.048,3.609,11.612,-1.663,0.104,13.042,8.458,0.745,10.957,10.492,10.273,5.223,0.879,10.782,13.959,8.269,12.648,11.29,10.787,5.31,0.264,4.127,10.854,2.686,9.404,5.68,14.817,-0.806,0.982,-0.797,1.591,1.273,11.356,8.694,5.424,8.036,1.868,16.337,9.586,-1.169,6.96,7.078,18.28,-1.714,9.709,12.286,12.645,9.165,5.14,13.171,9.986,8.298,7.316,12.724,11.288,13.069,7.391,14.578,7.684,4.908,10.104,6.619,6.018,8.551,12.453,-0.138,9.142,9.232,5.829,15.776,4.381,-1.828,-0.888,8.635,6.268,-3.762,1.272,4.274,8.815,7.966,7.383,5.665,11.797,-3.921,-3.685,8.607,9.248,17.282,7.719,4.962,12.163,13.31,2.83,10.475,0.613,3.746,8.709,0.879,9.478,12.465,11.428,6.148,6.42,6.079,6.339,7.886,4.445,12.923,4.453,0.054,1.825,7.942,13.099,6.805,12.151,8.294,9.71,-0.317,5.73,-0.769,-0.358,14.445,12.824,10.969,5.565,3.221,4.702,10.214,8.8,0.811,6.81,11.374,3.729,5.447,12.774,9.088,16.369,1.435,-3.183,13.152,1.596,8.481,4.453,2.36,3.823,9.318,14.276,2.699,14.477,7.338,13.761,-1.137,12.379,8.29,4.682,1.491,5.501,5.642,-2.083,6.301,4.146,10.311,-0.355,8.577,12.855,-1.854,2.726,8.109,8.153,4.739,4.671,11.231,9.897,-0.066,10.607,6.093,11.185,8.134,9.382,2.322,7.426,3.043,8.792,2.78,0.257,14.632,-2.992,12.319,9.275,4.838,7.909,0.983,8.165,7.485,7.4,12.93,14.185,9.655,9.16,6.897,6.539,1.529,7.287,10.343,2.397,11.251,3.078,8.56,3.343,12.264,2.844,4.319,1.794,10.341,5.38,5.114,0.251,0.385,13.045,10.756,5.272,10.244,3.987,-0.439,1.884,7.635,7.186,9.406,13.747,7.938,-1.605,0.756,-0.051,1.406,8.003,7.042,1.544,12.659,5.809,10.774,0.397,7.768,10.824,1.887,11.161,16.728,11.187,4.772,8.624,6.116,8.889,5.674,7.378,13.891,-0.431,8.38,2.151,6.852,3.925,4.903,7.368,1.762,6.531,-0.977,6.383,9.716,14.697,4.465,9.907,-0.909,5.757,10.349,3.704,9.283,15.006,8.257,7.432,8.684,-0.132,0.786,-2.441,6.164,7.186,4.099,-1.452,2.845,7.29,5.076,5.617,4.447,2.183,5.249,7.245,8.035,2.076,5.47,7.723,6.669,6.408,-0.588,11.957,-3.208,8.194,13.881,9.568,4.439,5.266,-1.071,6.526,-0.627,0.197,15.701,9.867,4.985,11.417,3.699,8.594,8.262,1.911,0.284,2.143,7.876,12.814,8.358,5.093,10.162,4.418,-1.536,2.276,9.496,10.97,1.623,4.962,-2.157,6.614,8.596,1.386,3.181,7.416,12.777,1.212,3.827,0.916,7.23,0.647,7.633,0.137,12.96,11.517,-2.841,4.612,11.948,0.25,4.025,-0.347,8.934,11.703,4.651,7.382,7.85,2.597,12.783,10.624,0.279,-2.576,-2.475,0.689,7.816,13.472,7.517,7.982,-2.127,5.282,3.024,8.836,7.34,7.217,9.512,7.433,5.322,1.869,4.873,11.846,7.029,10.411,-1.317,3.307,3.374,1.483,5.473,4.035,8.231,12.376,8.447,0.349,-0.353,9.842,8.974,1.031,6.573,7.556,6.092,8.706,6.658,-5.68,6.682,4.557,-0.277,4.402,9.675,10.023,1.518,1.707,-0.507,12.801,1.064,6.02,9.612,4.337,4.742,12.082,1.597,5.247,7.063,0.364,4.763,13.245,-3.711,1.402,3.506,6.69,0.112,6.487,7.841,3.82,0.296,1.554,4.214,3.005,8.424,8.264,0.874,0.242,0.241,10.291,5.905,8.902,4.952,14.024,15.016,9.632,4.166,4.805,-1.923,2.328,7.289,2.001,7.58,3.805,3.118,-1.024,11.156,-0.282,7.927,4.985,2.853,3.82,10.816,-0.798,10.237,12.314,2.232,1.98,9.88,6.374,2.49,5.147,2.334,1.219,5.292,0.675,1.824,7.523,-2.22,8.567,5.58,4.551,5.757,3.722,3.622,15.546,1.828,8.457,11.048,2.274,10.353,5.68,2.971,6.402,4.638,2.098,9.297,1.009,4.842,2.431,7.873,3.864,-0.531,12.213,3.093,1.771,7.452,0.999,-3.327,0.219,16.739,0.64,4.796,-0.443,1.712,9.525,3.799,-0.708,0.241,3.058,-3.038,1.847,0.822,-2.472,4.511,10.677,1.252,-0.496,5.934,7.318,-0.575,6.731,13.53,-3.974,6.422,7.227,3.034,8.35,10.704,-1.962,4.823,-0.218,11.989,1.374,-0.515,2.117,1.916,-1.59,-1.283,-0.113,-0.566,1.237,3.49,3.813,0.098,6.368,4.329,2.051,-3.059,-2.864,-0.743,-0.83,5.113,2.089,4.975,1.764,4.625,3.361,5.641,1.671,1.127,-0.45,0.637,3.291,2.457,6.249,2.001,5.455,-2.432,2.649,3.386,0.55,-1.672,-2.256,2.693,5.033,0.023,0.742,1.915,-2.636,1.828,9.878,8.493,3.655,1.897,2.02,4.395,3.882,-0.172,-0.169,3.518,1.643,-0.383,2.848,2.396,-4.412,3.137,-2.22,1.726,0.087,1.083,-1.114,-3.004,3.492,0.135,-1.463,0.111,0.9,-0.441,-3.948,0.2,-2.626,1.399,0.05,-0.585,0.732,1.184,-1.29,-0.005,4.707,2.594,-3.05,0.93,-1.628,2.779,-1.736,2.673,2.654,3.507,2.241,-0.822,-3.698,5.778,3.131,0.638,4.235,2.134,4.248,0.409,-1.054,-0.995,-1.943,-3.562,5.893,-0.982,3.065,0.436,4.272,0.345,1.422,4.349,3.487,0.32,3.177,-2.002,0.08,0.96,-1.164,-1.365,-1.706,0.936,1.322,-0.96,-5.841,2.972,0.538,-1.609,0.402,1.734,4.235,-1.962,4.099,0.362,0.611,1.847,0.472,2.149,-2.632,4.315,1.773,2.749,2.194,-0.364,-1.507,3.051,4.05,-0.175,1.148,1.389,1.5,-1.836,0.839,3.176,0.247,4.25,1.5,0.858,1.788,-0.951,-1.094,-0.172,-2.68,3.656,-0.96,1.589,1.725,0.878,0.685,1.808,-0.066,1.754,-1.545,1.853,1.767,-0.808,1.177,-0.634,0.286,-2.058,-0.811,5.868,-0.19,2.052,3.533,5.891,0.722,2.345,0.346,2.421,0.494,0.036,0.811,-0.54,-1.171,2.135,4.561,-0.509,1.489,1.704,5.032,0.961,1.706,2.33,1.069,2.713,-0.501,2.708,3.151,-3.035,-0.013,-3.326,0.917,-1.972,0.341,0.68,1.458,2.986,-1.261,3.429,0.678,-1.992,-1.354,5.412,3.716,0.543,1.121,3.159,2.256,-2.632,8.682,20.527,8.877,9.06,9.097,16.508,12.37],"base_top":[[248058,20.527],[40,19.929],[1206,19.702],[8994,18.28],[2665,18.012],[760,17.822],[12189,17.282],[1919,17.222],[34,16.747],[85446,16.739]]},"positions":{"tokens":[248058,198,27,1628,87950,93212,29,198,27,15704,28,8960,29,198,15,17,23,198,510,15704,29,198,27,15704,28,20877,29,198,20,16,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=create","_reservation",">","\n","<","parameter","=","resource",">","\n","0","2","8","\n","</","parameter",">","\n","<","parameter","=","slot",">","\n","5","1","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.7445,-1.0377,0.576,1.432,-1.992,0.547,0.5787,-0.1609,0.2051,-0.8276,-0.1366],[-3.7217,0.6201,7.5467,14.5618,-1.106,-1.6209,1.667,-0.7573,0.0719,-0.5854,-0.4145],[-4.0227,-0.3896,10.7582,17.3892,-1.7728,-0.6521,-0.092,-0.2912,0.0815,-0.7307,-0.2123],[-1.4563,-0.1031,10.4605,16.1386,-2.3948,-0.3545,0.9238,-0.8311,-0.0742,-0.6334,-0.0418],[-0.9821,-0.6817,9.9887,16.9881,-3.3521,-1.135,-1.5939,-0.6756,0.0566,-0.8479,0.4217],[-2.6449,0.361,9.1405,18.6666,-0.1895,-0.8747,-0.1499,-1.2083,0.0912,-1.0301,0.3247],[-4.1395,-1.8184,9.1519,21.5814,-0.8332,-1.4884,0.7445,-0.9407,-0.0119,-1.1003,0.0881],[-5.1245,0.2068,11.2298,22.5958,-1.9197,-2.0737,1.8044,-0.6256,-0.073,-1.0063,-0.1332],[-4.2305,0.4784,12.3688,18.1312,-1.4254,-1.2888,-0.2343,-0.3535,-0.2357,-1.0525,-0.223],[-0.4553,0.1455,10.3945,16.8143,-2.1656,-1.0868,3.1094,-0.7119,-0.3029,-0.7979,-0.175],[-1.4309,-0.1639,10.871,19.4771,-3.2643,-1.864,-1.3625,-0.7152,-0.1298,-1.1061,0.3821],[-1.1648,-0.2091,13.2501,18.1487,-2.2285,-2.4712,-1.0531,-1.4238,-0.1078,-1.4381,-0.1492],[-3.2434,-2.0048,10.1468,22.164,-2.7221,-2.2379,0.6119,-0.8272,-0.1163,-1.6278,0.0342],[-2.6386,-0.4983,13.7907,20.5493,-2.787,-1.056,2.1153,-0.6729,0.3359,-1.3124,-0.2402],[-1.4905,-0.2701,17.1658,16.6089,-1.5686,-0.9848,-0.7682,-0.537,0.2204,-1.2282,-0.3092],[-3.275,-1.1795,13.9386,21.4041,-0.2382,-1.3966,0.2949,-1.1036,0.3531,-1.4052,-0.4899],[-3.4265,-1.472,12.6055,21.0213,-0.1269,-0.9005,0.485,-1.142,0.0487,-1.7785,-0.2705],[-4.2965,-1.0724,11.289,21.3453,-1.8822,-2.1309,1.3012,-0.8126,0.1516,-1.4852,-0.1693],[-4.9998,-1.0223,12.8671,20.1063,-2.4357,-1.1112,0.1586,-0.579,0.1432,-1.488,-0.492],[-3.1712,0.1292,11.3877,17.347,-1.8161,-0.5434,1.2592,-0.4801,-0.0014,-0.7309,-0.5294],[-4.8295,0.1495,9.5044,21.6512,-1.8773,-2.7136,0.7722,-1.0004,0.206,-1.3685,-0.1266],[-3.3716,-0.5534,11.7728,21.9288,-2.473,-1.1424,3.0706,-0.5196,0.3277,-1.2271,-0.014],[-4.2948,-0.3661,10.6616,18.2741,-2.3791,-0.6453,0.0585,-0.4613,-0.1144,-1.0713,-0.2927],[-1.1181,-0.9753,11.9557,18.3777,-3.582,-1.4573,1.9499,-0.5703,-0.0739,-0.9568,0.0212],[-2.2249,-1.0846,11.2313,18.4017,-4.1422,-1.6029,-1.3496,-0.4301,0.0133,-1.2998,0.4887],[-1.5142,-1.0894,12.9655,18.848,-3.0741,-1.8805,-0.8424,-1.2908,-0.0181,-1.4332,-0.1379],[-3.1542,-1.663,10.8182,22.0084,-2.8748,-1.996,1.4597,-0.8359,0.2596,-1.0204,-0.0347],[-3.2853,-1.1106,14.1231,21.6421,-3.4058,-1.633,1.5897,-0.6566,0.337,-1.0904,-0.4512],[-2.3887,-1.3439,17.5013,19.1547,-2.0125,-1.5767,-1.1381,-0.6392,0.2118,-1.1825,-0.376],[-3.279,-1.433,12.8797,22.6321,-0.3849,-1.7306,0.3264,-0.9655,0.375,-1.3378,-0.4468],[-3.7838,-0.9851,11.3794,23.1798,-1.1507,-2.0537,0.8597,-0.7498,0.2223,-1.3874,-0.3071],[-4.3513,-1.8021,12.3877,20.2745,-1.4952,-0.7918,1.104,-0.5641,0.2127,-1.3271,-0.4737],[-2.7037,-0.023,11.9194,18.463,-1.5471,-0.1718,1.2407,-0.5647,0.0575,-0.6348,-0.5172],[-3.0367,-0.1707,9.423,21.4274,-1.1437,-2.4542,0.4699,-0.8696,0.2858,-1.1345,-0.0397],[-2.5336,-1.2809,9.4776,20.8861,-0.6866,-1.2452,2.7378,-0.4597,0.0508,-1.2162,-0.201],[-2.8129,0.5311,9.9959,16.3976,-0.7968,-1.2466,-0.4467,-0.7555,-0.1534,-1.0927,-0.2536],[-3.2841,0.0105,10.4085,17.1944,-1.6343,-0.823,-0.3769,-0.9129,0.0486,-1.0603,-0.4512],[-4.5439,-0.2214,6.6625,14.2112,-0.9234,-1.7151,1.7212,-1.3236,0.228,-0.9521,-0.0801],[-3.2494,-1.3299,9.8272,17.7436,-0.7905,-1.4887,3.578,-0.3613,0.3847,-1.038,-0.0308],[-4.3844,0.5382,9.0108,12.7186,-1.5254,-1.1268,-0.1922,-0.9051,-0.1427,-1.1741,0.2264],[-2.6791,0.5524,8.9793,12.6172,-1.9527,-0.4296,-1.564,-0.8754,-0.0677,-1.4345,0.162]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=create_reservation>\n<parameter=resource>\n028\n</parameter>\n<parameter=slot>\n51\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"I am unable respond to this request as it is not a request for an operation. Instead, please provide the necessary information to assist you.","n_tokens":29,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":40,"identical_to_original":false}}},{"id":"discovery-611401-0008","set":"practice","cohort":"valid_call","family":"transfer_direction","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> copy_item {\"destination\": \"maple_858\", \"item\": \"spruce_304\", \"source\": \"057\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: copy an item into a destination while retaining it at the source.\nContainer the item comes from: \"057\". Item identifier: \"spruce_304\". Container the item goes to: \"maple_858\".\nUnrelated archived note: cedar_217, reference 087. These are not inputs to this request.","tools":[{"function":{"description":"Move an item from a source container into a destination container. Inert synthetic operation.","name":"move_item","parameters":{"additionalProperties":false,"properties":{"destination":{"description":"Container the item goes to","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"item":{"description":"Item identifier","type":"string"},"source":{"description":"Container the item comes from","type":"string"}},"required":["item","source","destination"],"type":"object"}},"type":"function"},{"function":{"description":"Copy an item into a destination while retaining it at the source. Inert synthetic operation.","name":"copy_item","parameters":{"additionalProperties":false,"properties":{"destination":{"description":"Container the item goes to","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"item":{"description":"Item identifier","type":"string"},"source":{"description":"Container the item comes from","type":"string"}},"required":["item","source","destination"],"type":"object"}},"type":"function"}],"prompt_tokens":671,"decision":{"rms":0.3648419050326858,"sumsq":136.30322244390845,"hb":[-0.0308,-0.0372,-1.82148,0.03356,-1.3681,0.14973,-0.56111],"lse":23.83087756237544,"logits":[13.171,13.203,11.929,11.645,10.838,10.03,7.634,8.184,9.402,10.37,8.986,15.921,10.834,9.176,14.236,9.673,7.904,8.888,9.5,8.155,20.315,8.373,9.935,13.034,12.407,11.974,9.583,8.871,11.29,8.015,7.773,13.951,14.514,7.999,12.64,9.438,8.401,11.536,8.449,10.021,13.035,9.072,7.101,13.181,3.421,7.054,1.287,11.867,5.567,13.507,5.004,9.121,8.168,8.514,9.936,5.655,10.294,13.569,9.607,5.3,9.263,13.44,4.03,7.522,9.938,11.606,6.028,8.826,2.46,15.907,8.121,7.674,7.967,-0.539,7.131,2.987,9.438,4.759,7.781,10.125,8.158,10.153,7.201,8.641,11.21,6.189,8.34,4.48,8.819,12.234,1.855,3.853,15.798,10.724,4.914,6.571,11.841,-2.901,3.291,4.124,6.301,7.251,0.812,7.623,1.578,12.917,9.072,4.617,7.977,9.379,7.559,9.21,5.34,5.258,6.489,10.773,16.864,5.474,6.481,10.545,11.861,10.025,12.209,14.016,12.673,13.17,3.6,11.654,7.885,6.499,1.588,7.951,4.337,7.254,10.862,7.38,4.019,12.001,6.201,9.144,7.396,14.483,12.378,4.919,-0.145,7.071,10.826,-0.608,15.955,2.141,-2.468,8.578,5.461,7.717,3.994,9.705,6.702,9.887,7.479,9.034,6.333,4.292,9.711,-2.479,7.595,4.51,9.409,6.822,-6.13,10.657,11.91,9.898,12.426,5.449,10.779,6.072,7.275,5.945,11.2,7.601,5.363,4.974,5.624,4.884,9.214,14.874,5.209,11.558,-1.869,9.115,9.61,2.853,10.094,13.867,5.614,4.676,8.677,10.842,8.925,3.013,5.898,13.108,5.343,3.842,12.118,7.268,11.101,6.994,5.193,10.628,2.303,11.226,14.516,3.562,6.86,5.889,-2.73,3.284,4.197,4.107,8.593,7.559,7.914,4.53,-0.453,4.225,7.024,4.533,0.108,2.632,10.186,0.292,2.171,6.104,7.73,11.706,4.83,10.386,5.41,8.095,10.74,4.922,2.867,5.681,5.979,12.411,0.65,-1.777,7.927,9.925,-0.161,12.398,8.856,7.914,4.816,-1.583,11.852,11.395,6.338,11.412,9.127,10.504,5.927,0.101,7.214,7.959,2.099,10.023,3.916,14.639,0.898,3.332,1.443,2.101,1.829,7.578,6.377,5.47,6.205,0.707,12.156,8.07,-0.103,6.264,3.896,8.33,-1.563,8.519,13.033,11.449,9.675,5.037,10.435,7.717,11.445,9.663,8.589,9.819,12.59,8.587,10.021,5.598,5.765,7.914,6.827,6.063,6.087,11.059,1.644,8.454,6.021,6.54,11.813,3.176,1.077,-1.451,7.854,6.411,-3.343,0.202,4.173,9.232,8.053,7.605,8.224,14.992,-2.437,-2.733,6.187,9.946,14.306,8.988,1.369,9.383,12.394,6.068,8.868,2.921,2.384,6.058,-2.035,10.305,12.379,11.382,8.965,6.045,7.198,5.074,9.619,2.852,10.885,3.78,1.015,7.551,11.007,11.897,6.358,10.443,9.453,7.808,1.178,4.521,-0.913,0.721,10.453,10.68,10.881,4.744,4.023,3.745,8.786,12.031,0.074,5.824,9.794,4.738,3.802,9.488,8.902,12.997,3.26,-1.16,13.953,3.304,7.755,3.916,1.603,3.859,9.058,10.364,2.208,10.75,3.638,10.588,-1.088,9.61,7.823,3.104,1.585,1.283,4.399,-2.514,3.614,2.129,10.75,0.831,10.125,10.914,-2.327,3.12,10.05,8.53,3.034,4.151,8.672,8.481,-1.773,11.424,6.659,10.462,8.325,10.608,2.898,8.841,5.687,9.421,4.31,2.386,11.478,-0.175,11.942,7.956,4.221,5.421,3.013,5.995,8.061,5.977,10.786,10.744,8.255,7.834,6.819,4.198,2.512,4.847,9.62,1.577,11.307,1.884,5.671,0.56,10.92,-1.958,4.61,1.669,8.249,4.343,4.399,0.515,1.663,9.342,9.519,5.176,8.115,1.613,-1.08,2.608,7.356,8.506,8.693,13.006,6.636,-0.29,2.108,2.736,1.199,5.846,6.099,2.207,8.386,4.244,8.598,-0.44,6.041,9.369,-0.659,8.232,14.812,8.202,4.465,9.438,4.904,8.476,6.939,4.997,10.919,0.9,6.388,3.93,5.924,1.952,4.111,5.126,0.347,4.681,-0.408,4.114,9.295,13.933,3.487,8.639,-0.796,4.459,7.175,3.084,7.69,12.217,5.703,5.152,7.922,2.777,1.007,-2.4,6.916,5.85,1.12,-1.616,-0.374,6.177,5.443,4.144,3.187,6.788,5.323,4.285,7.659,2.646,4.463,5.825,4.129,2.306,0.287,10.906,1.528,4.31,9.92,5.87,4.792,7.22,1.584,4.854,-2.24,0.686,7.495,12.228,5.371,11.075,2.418,7.147,8.665,4.719,-0.903,3.138,7.296,10.359,6.545,2.634,8.773,3.745,1.643,5.387,6.59,7.881,1.418,4.921,-0.458,4.541,7.723,0.958,1.977,6.135,9.721,0.837,4.192,2.641,7.102,-0.176,11.196,-1.643,10.608,8.676,-1.396,4.973,9.238,-0.836,1.355,3.817,6.808,11.675,1.981,6.087,6.097,2.56,11.156,9.962,1.94,-1.847,-3.709,-0.7,5.632,10.675,7.398,7.342,-1.97,8.41,3.413,7.552,3.458,7.452,9.653,5.866,3.936,1.678,5.273,10.645,3.769,8.23,-2.814,4.97,4.681,2.502,3.327,2.428,8.552,14.725,6.199,0.851,0.561,6.185,8.511,-0.951,5.603,6.813,6.425,7.242,5.809,-3.874,3.553,2.23,-1.345,2.075,6.983,6.524,-2.355,1.438,-2.492,10.342,-1.317,3.415,7.193,6.789,5.114,9.719,1.723,7.041,5.919,0.399,4.283,10.459,-3.521,-0.803,2.703,4.682,0.994,5.025,6.699,7.467,1.055,4.228,4.78,2.705,6.196,9.735,1.369,3.059,-0.414,9.31,4.025,6.266,5.112,5.263,10.087,5.415,3.669,5.269,0.084,2.209,4.455,1.095,4.657,2.73,0.175,-0.243,13.282,-2.35,6.216,3.768,0.772,4.687,7.189,-1.603,6.296,11.281,1.982,-0.891,5.379,5.631,5.639,3.914,3.796,1.899,5.183,3.54,1.803,7.676,0.206,8.321,7.88,4.616,3.297,-0.564,4.871,5.472,0.219,6.428,8.885,1.532,12.627,2.049,4.072,6.136,5.383,5.497,6.741,3.407,1.842,1.965,5.338,0.392,-0.539,12.822,0.198,0.624,6.411,2.83,-2.549,2.572,8.177,2.371,2.374,-3.721,1.987,8.939,4.396,4.397,0.222,2.567,0.021,3.704,-1.354,-3.795,6.448,7.889,1.14,-1.801,1.407,5.867,0.791,6.471,11.89,-1.467,5.181,5.261,4.081,5.687,8.804,-1.411,3.15,1.299,8.899,-0.409,0.088,3.588,1.62,-0.811,-2.369,-0.422,1.286,0.264,4.009,4.787,-1.281,5.607,4.119,0.704,-1.692,-3.069,-1.11,1.063,1.885,0.052,2.854,0.314,5.098,-0.546,6.17,2.613,-1.146,0.307,0.027,2.528,1.992,3.628,2.952,3.928,-0.18,3.168,0.52,2.187,1.201,-3.137,3.837,1.918,1.538,1.443,1.203,-1.14,1.501,13.271,9.777,2.665,3.178,2.966,3.955,3.884,0.915,-1.397,2.924,1.694,-1.207,0.762,-1.099,-5.418,3.443,0.459,2.737,0.221,1.111,-1.683,-2.369,3.277,-1.14,-0.865,0.193,1.826,2.002,-2.869,-1.356,-2.347,2.823,1.869,-0.882,0.939,1.201,-0.55,3.166,2.581,0.77,-1.175,-2.044,-0.5,0.372,0.599,2.437,2.272,3.664,3.099,-2.58,-2.098,5.917,3.693,1.474,0.902,4.035,3.569,0.861,-1.696,-0.225,-0.665,-1.122,3.644,-0.692,2.087,2.373,5.199,1.601,0.504,4.408,2.894,0.17,3.761,-3.015,0.953,1.493,0.073,3.908,1.16,0.674,3.713,-3.805,-1.329,4.268,0.281,0.377,1.515,2.282,3.667,0.223,6.114,-0.539,2.996,1.016,1.875,0.973,-0.49,5.207,1.897,0.656,2.305,-2.194,1.608,1.951,6.501,0.286,3.279,-0.203,3.045,0.188,-0.49,3.944,3.056,3.903,0.101,0.732,2.158,-2.209,-2.133,-0.851,-1.8,2.226,-1.762,0.756,-1.445,1.352,0.418,-0.075,5.613,3.221,-1.284,1.79,1.78,-1.027,-0.597,1.016,5.459,1.518,-0.506,6.395,1.16,2.497,3.452,4.413,0.063,3.778,-1.446,1.876,-0.289,-0.219,0.055,-2.349,-0.567,2.331,3.92,0.492,3.002,4.762,2.97,-0.119,3.782,2.518,-0.006,4.868,0.697,3.953,4.204,-2.116,-2.026,0.063,-0.54,-2.096,-2.05,-0.124,-0.89,3.092,-2.43,1.578,1.551,-2.219,-0.114,3.881,3.347,-0.099,3.409,4.067,0.94,-4.265,10.425,23.794,11.638,11.826,11.794,15.457,14.126],"base_top":[[248058,23.794],[40,20.315],[1919,16.864],[2665,15.955],[27,15.921],[760,15.907],[1206,15.798],[248068,15.457],[11762,14.992],[3928,14.874]]},"positions":{"tokens":[248058,198,27,1628,28,8298,5457,29,198,27,15704,31487,29,198,49931,10208,62,18,15,19,198,510,15704,29,198,27,15704,28,2348,29,198,15,20,22,198,510,15704,29,198,27,15704,28,17459,29,198,2117,273,62,23,20,23,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","copy","_item",">","\n","<","parameter","=item",">","\n","spr","uce","_","3","0","4","\n","</","parameter",">","\n","<","parameter","=","source",">","\n","0","5","7","\n","</","parameter",">","\n","<","parameter","=","destination",">","\n","map","le","_","8","5","8","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.3753,-0.7848,-0.2064,0.3071,-2.3899,0.4053,-0.4824,-0.134,0.1453,-0.592,0.0215],[-3.9617,0.3467,7.2807,14.5445,-1.3025,-1.6368,1.4739,-0.78,0.0924,-0.4871,-0.3295],[-4.5459,-0.729,10.1445,17.5351,-2.1355,-1.3571,-0.1319,-0.1765,0.077,-0.6046,-0.0365],[-2.4077,-0.4077,9.8142,16.9298,-2.9869,-0.9608,1.3723,-0.7296,-0.1345,-0.3219,0.1068],[-2.1118,-1.1801,9.1909,17.4603,-3.1881,-1.329,-0.893,-0.6253,0.097,-0.8193,0.4818],[-1.9541,-0.9242,11.0639,15.8965,-1.6498,-1.9093,-0.5941,-1.0628,0.2784,-0.8932,0.1161],[-4.2585,-1.4954,9.13,20.2402,-2.4683,-0.7793,0.1609,-1.1664,-0.0402,-1.3023,0.2953],[-5.6301,-1.8123,8.9795,21.6782,-1.9734,-1.8718,0.6302,-0.8862,0.0069,-1.0734,0.3144],[-5.867,-0.0596,10.1376,21.887,-3.1677,-1.7947,1.4737,-0.2597,0.0733,-0.8871,-0.0696],[-4.7055,-0.4502,11.3207,17.9928,-2.6485,-1.8375,0.0739,-0.3481,-0.1598,-1.0661,-0.1344],[-1.4286,-0.7161,9.8056,17.1976,-4.1686,-1.0599,2.6074,-0.4543,-0.0548,-0.7442,-0.0883],[-1.6404,-1.0306,9.7221,18.3855,-4.3119,-1.943,-0.8038,-0.7757,-0.0472,-1.3715,0.4552],[-4.3604,-2.3225,11.5999,21.8218,-2.5277,-2.2586,0.5211,-0.6625,-0.2232,-1.3856,0.1264],[-3.6237,-0.7548,16.1149,20.1718,-3.493,-0.4934,1.3802,-0.4513,0.5118,-1.395,-0.0898],[-1.1563,-0.7054,19.7245,15.388,-1.6466,-0.7837,-1.9826,-0.5414,0.4304,-1.336,-0.1073],[-3.6013,-1.648,12.4141,19.1001,-1.2245,-0.1667,1.0539,-1.2285,-0.0923,-1.0411,0.2037],[-5.2931,-1.3444,12.5196,22.3866,-2.0678,-0.6877,0.8293,-1.535,0.262,-1.7266,-0.0006],[-3.497,-2.6427,15.7802,21.2135,-2.3186,-1.3383,-0.4581,-0.581,0.1029,-1.6981,-0.7174],[-3.2532,-1.7597,13.5952,21.8876,-1.8919,-1.6013,-0.8908,-1.0929,-0.0361,-1.5243,-0.5273],[-3.4883,-2.1985,13.4417,22.0485,-0.5605,-2.0423,0.0422,-1.4501,0.1642,-1.5528,-0.3513],[-4.8041,-0.774,11.3567,22.0964,-2.1247,-1.9595,1.7181,-0.7775,0.1536,-1.5401,-0.1569],[-4.7611,-1.0247,12.4967,19.7116,-2.4016,-1.5481,0.78,-0.7015,0.148,-1.4207,-0.6221],[-3.1921,0.5117,11.3406,16.7877,-2.2317,-1.3769,0.9532,-0.6595,-0.0388,-0.8507,-0.4944],[-4.5569,-0.2261,9.0002,20.8177,-1.8767,-2.8979,0.6733,-1.0205,0.0749,-1.2822,-0.247],[-4.9134,-0.9741,10.8612,20.8198,-2.6648,-0.452,2.3114,-0.2377,0.1907,-1.3324,-0.0365],[-4.2387,-0.5324,10.5513,18.1975,-2.7747,-1.5405,0.5324,-0.4726,-0.1652,-1.1555,-0.324],[-0.6175,-1.0832,11.414,18.5849,-3.9373,-2.0253,1.6625,-0.6552,-0.2612,-0.9404,-0.237],[-0.744,-0.9588,10.9069,18.5376,-4.606,-2.1018,-0.7755,-1.0097,-0.0169,-1.3427,0.2919],[-0.6987,-0.9347,12.8163,18.1113,-3.6358,-1.9947,-0.4664,-1.286,0.0886,-1.277,-0.1885],[-3.6496,-1.5706,10.5489,21.5162,-2.4387,-1.9478,0.6404,-0.9302,0.0219,-1.4878,0.0808],[-2.9077,-0.3352,14.2233,20.2484,-3.6621,-0.8093,1.1181,-0.2586,0.4222,-1.1746,-0.0898],[-1.7606,-0.6318,17.8525,17.1778,-2.546,-0.9385,-1.937,-0.2778,0.2268,-1.1664,-0.2322],[-2.9518,-1.9771,13.5915,20.6899,-1.1519,-2.3605,-1.4715,-0.8591,0.2595,-1.2307,-0.3948],[-3.7121,-1.4751,11.7568,20.4368,-0.2805,-1.0663,0.0128,-1.0175,0.165,-1.4007,-0.4049],[-4.5995,-1.1278,11.1496,21.0582,-1.7327,-1.4903,0.4349,-0.4167,0.3259,-1.5315,-0.1374],[-4.7311,-1.3415,12.9999,19.9749,-2.0793,-1.4266,0.8111,-0.7503,0.4735,-1.5699,-0.6194],[-3.6145,-0.0552,11.0396,17.6378,-2.2994,-0.7707,1.4269,-0.3974,0.1252,-0.6245,-0.6613],[-4.6069,-0.619,10.1072,22.5724,-2.4227,-2.9804,1.3666,-1.163,0.2156,-1.0522,-0.1134],[-4.5399,-1.1069,10.5866,21.693,-2.7276,-0.5506,3.3272,-0.5206,0.1128,-1.283,-0.2131],[-4.5291,-0.3383,10.5048,18.8259,-2.4941,-1.0239,0.8853,-0.6383,-0.1687,-0.8753,-0.2959],[-1.6027,-0.6608,10.8193,18.756,-4.3834,-0.5063,3.1151,-0.8029,-0.1541,-0.6951,-0.2345],[-2.6813,-0.9987,10.9216,19.8078,-4.7247,-1.3267,0.598,-0.7542,0.0217,-0.9744,0.189],[-2.2311,-1.0733,13.4283,18.6687,-3.4377,-1.59,0.6275,-1.2557,0.0659,-1.1371,-0.25],[-4.6194,-2.2228,12.6606,21.92,-1.9411,-0.9909,1.228,-0.8143,0.0873,-1.4038,0.1151],[-3.9287,-1.1787,15.8382,19.7673,-3.6591,-0.1886,2.3749,-0.2866,0.2813,-1.2873,0.0715],[-2.6359,-1.5148,19.79,16.1578,-2.1221,-0.8186,-0.1231,-0.5936,0.2452,-1.2913,0.0573],[-3.6857,-1.6507,14.0684,20.9344,-0.2625,-0.4252,-0.1729,-1.3093,0.2022,-1.5087,0.0021],[-5.1025,-1.8605,12.7041,22.9462,-1.8138,0.1428,1.0933,-1.4717,0.1076,-1.4776,-0.1582],[-3.362,-3.0654,16.0974,21.507,-1.5576,-0.6923,0.0238,-0.6652,0.0567,-1.5456,-0.6842],[-3.4098,-2.0237,13.7711,20.5292,-1.7655,-2.9179,-0.7206,-1.6902,-0.0616,-1.2021,-0.6867],[-3.3684,-1.6134,11.9208,20.9034,-0.4308,-0.967,1.3815,-1.354,0.0994,-1.4655,-0.3209],[-4.2966,-1.4207,10.8205,23.0809,-1.4222,-1.5453,0.6661,-0.7248,0.1862,-1.3565,-0.3207],[-4.4073,-1.2243,12.4706,20.1863,-2.0228,-0.5539,1.4029,-0.73,0.2614,-1.2456,-0.502],[-2.643,-0.4007,11.4523,17.5463,-1.7628,-0.6317,1.2319,-0.7283,0.1501,-0.548,-0.553],[-3.5754,-0.4358,9.2286,20.96,-0.6571,-2.2218,0.8465,-0.8767,0.2345,-1.107,-0.0059],[-3.5837,-0.3417,9.3332,20.2043,-1.7389,-0.2906,2.6988,-0.6123,0.0143,-1.4565,-0.1517],[-3.3265,0.4266,9.9683,16.9107,-1.1414,-0.7375,0.5247,-0.725,-0.1272,-1.0795,-0.0996],[-4.078,-0.0917,9.9963,17.2713,-2.1563,-0.6037,-0.6728,-1.0107,0.1715,-1.0278,-0.255],[-4.2175,-0.0521,5.1774,12.2161,-0.6303,-1.5261,2.1963,-1.2706,0.2943,-0.6973,-0.1196],[-4.2035,-1.8343,10.2642,17.1716,-1.6472,-0.7429,2.8022,-0.1101,0.4433,-0.9856,-0.172],[-4.5095,0.0771,7.8122,12.1069,-1.6081,-1.3771,0.0463,-0.9431,-0.0777,-1.2429,0.2743],[-3.0524,0.9192,8.8227,13.0319,-2.0005,-0.1264,-1.9682,-1.1781,0.0286,-1.4182,0.1263]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=copy_item>\n<parameter=item>\nspruce_304\n</parameter>\n<parameter=source>\n057\n</parameter>\n<parameter=destination>\nmaple_858\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=copy_item>\n<parameter=item>\nspruce_304\n</parameter>\n<parameter=source>\n057\n</parameter>\n<parameter=destination>\nmaple_858\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=copy_item>\n<parameter=item>\nspruce_304\n</parameter>\n<parameter=source>\n057\n</parameter>\n<parameter=destination>\nmaple_858\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=copy_item>\n<parameter=item>\nspruce_304\n</parameter>\n<parameter=source>\n057\n</parameter>\n<parameter=destination>\nmaple_858\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=copy_item>\n<箇=source=\"057\">\n<parameter=item>\nspruce_304\n</parameter>\n<parameter=destination>\nmaple_858\n</parameter>\n</function>\n</tool_call>","n_tokens":58,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0213","set":"practice","cohort":"valid_call","family":"numeric_comparison","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_81702 {\"p_1_32\": \"097\", \"p_2_62\": 4}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_375, reference 088. These are not inputs to this request.\nCarry out this request: select stored numbers strictly above a threshold.\nSeries identifier: \"097\". Numeric threshold: 4.","tools":[{"function":{"description":"Select stored numbers strictly above a threshold. Inert synthetic operation.","name":"fx_81702","parameters":{"additionalProperties":false,"properties":{"p_1_32":{"description":"Series identifier","type":"string"},"p_2_62":{"description":"Numeric threshold","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_32","p_2_62"],"type":"object"}},"type":"function"},{"function":{"description":"Select stored numbers strictly below a threshold. Inert synthetic operation.","name":"fx_84461","parameters":{"additionalProperties":false,"properties":{"p_1_32":{"description":"Series identifier","type":"string"},"p_2_62":{"description":"Numeric threshold","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_32","p_2_62"],"type":"object"}},"type":"function"}],"prompt_tokens":638,"decision":{"rms":0.40771782047877625,"sumsq":170.22240884322673,"hb":[-0.05446,-0.06256,-2.24617,0.32314,-1.79351,0.16387,-0.74647],"lse":23.902184057421742,"logits":[12.895,12.64,11.865,11.699,10.97,11.084,8.952,8.332,11.025,11.68,10.873,16.06,11.092,9.496,13.654,9.376,8.718,12.946,11.254,9.02,18.889,10.127,9.449,11.856,11.475,11.818,9.632,10.472,12.637,8.67,9.515,14.122,14.552,9.12,12.928,13.365,10.144,11.606,10.285,9.399,12.237,9.389,8.56,13.0,5.87,7.472,-0.553,11.465,7.824,13.61,6.608,7.833,10.721,8.012,8.992,6.118,10.391,14.256,10.238,5.901,8.239,13.817,5.73,9.735,10.524,11.481,5.362,8.595,2.042,16.446,7.122,6.811,8.259,-1.451,9.402,3.242,9.644,6.093,8.335,8.64,9.499,9.807,8.154,8.261,9.96,5.373,6.959,4.805,9.144,11.748,2.833,3.874,13.712,13.346,2.574,5.516,10.749,-2.1,5.398,3.277,6.012,8.118,0.811,7.162,-0.29,12.215,8.947,4.928,7.886,10.788,10.155,10.03,5.998,6.831,5.965,9.945,15.17,3.399,8.021,6.467,11.732,10.208,11.293,12.423,12.123,11.218,3.547,11.341,7.451,8.828,2.246,5.348,5.267,5.444,13.935,7.326,4.176,11.238,6.631,8.094,8.18,12.562,11.239,5.065,-0.372,6.611,10.484,2.716,13.975,3.69,0.724,9.644,8.984,7.129,4.559,9.872,5.477,9.122,8.039,12.323,7.142,4.989,8.805,-0.753,7.677,4.852,9.532,6.8,-5.395,9.991,10.492,9.809,11.046,8.353,9.141,6.291,6.013,7.174,9.903,7.67,6.021,4.51,10.315,5.369,7.836,14.836,4.23,10.667,-3.385,8.628,9.363,3.623,9.544,14.604,3.446,2.445,9.053,9.653,9.515,4.49,6.71,13.054,5.637,4.592,11.217,7.419,7.556,6.624,5.689,10.598,5.023,9.541,13.275,2.322,6.34,6.633,-4.185,-0.835,6.811,6.087,5.645,9.043,9.325,5.338,-1.292,6.759,6.022,4.698,3.891,3.964,9.798,-0.867,4.607,5.22,7.765,10.022,3.082,8.517,5.407,8.078,10.438,6.347,3.569,4.329,4.058,13.056,2.149,-4.638,6.23,8.272,-0.128,10.584,8.507,6.571,6.04,-3.041,12.291,11.203,7.225,10.338,7.167,10.564,5.928,2.293,4.923,5.697,12.104,9.665,2.775,13.866,1.885,3.935,1.474,1.231,2.437,6.232,7.482,7.894,7.049,0.06,7.959,8.529,1.517,5.95,5.921,6.386,3.025,6.498,10.955,11.392,7.527,5.925,9.039,7.075,6.491,9.417,7.953,9.906,12.924,8.203,8.512,6.21,6.796,7.123,5.311,3.648,3.215,8.777,1.917,8.875,7.659,3.225,12.008,3.334,-1.012,-4.519,7.174,8.777,-5.634,-0.117,5.934,9.656,8.081,8.028,7.951,9.957,-3.269,-1.454,6.568,9.716,13.153,9.823,2.521,8.654,11.525,8.195,7.973,1.796,3.985,5.818,-0.991,11.54,11.068,12.952,8.416,5.203,9.197,2.53,6.132,1.502,8.455,6.258,-2.558,4.521,9.789,11.61,7.972,10.664,8.519,8.573,3.171,5.2,-0.101,-0.095,10.546,9.526,12.341,4.313,4.785,4.424,9.546,9.811,0.985,5.357,9.484,6.988,3.816,8.276,7.078,12.484,2.753,-2.229,14.104,4.109,6.057,6.352,3.122,2.597,7.829,9.92,4.631,8.797,3.918,9.402,1.812,9.003,7.222,2.404,2.93,1.895,4.142,-1.613,5.71,1.54,10.813,0.858,9.299,9.486,-3.181,2.407,11.15,8.336,0.083,6.326,8.239,8.408,-3.051,12.431,7.814,8.595,7.31,10.426,3.033,7.471,9.75,9.371,4.81,0.656,11.284,-0.59,11.608,8.223,2.719,4.369,3.311,4.232,7.023,7.713,10.726,10.02,8.585,5.244,6.53,4.272,4.54,4.347,9.6,0.177,10.865,0.646,6.554,-1.38,9.197,-2.214,5.109,3.418,8.239,9.504,4.29,1.291,3.121,8.421,9.331,4.437,8.326,3.037,-0.697,2.901,7.858,7.828,7.34,12.391,7.535,0.078,3.889,4.242,1.098,6.242,5.404,3.772,6.739,5.486,8.391,0.122,6.027,9.345,-0.53,8.218,15.059,9.485,5.991,4.225,7.33,8.044,5.392,5.081,10.698,2.01,6.766,1.079,4.727,0.115,2.044,4.208,1.276,5.77,1.273,4.624,8.181,12.568,3.656,8.867,2.059,2.474,6.991,4.78,5.799,11.466,3.349,5.604,7.497,2.248,3.973,0.249,4.725,5.281,1.313,-1.673,2.94,5.63,6.09,5.65,4.483,6.206,5.071,5.037,8.11,3.336,3.441,4.672,4.594,-0.79,0.966,9.978,0.086,6.614,9.733,5.469,4.624,6.661,3.845,6.325,-1.475,2.786,6.328,8.369,6.442,10.683,1.561,7.07,7.545,4.812,0.261,3.282,8.001,9.283,6.232,2.112,8.647,2.391,0.012,5.969,3.059,8.094,2.938,4.868,-3.902,4.512,6.71,0.118,3.489,7.161,8.081,-0.383,5.062,0.6,7.201,2.254,10.883,-0.556,9.39,7.907,-0.533,6.364,8.324,-0.927,3.867,3.443,4.261,12.877,0.788,6.249,7.388,5.113,10.284,9.966,1.079,-0.352,-2.101,2.218,7.684,7.622,8.317,6.541,0.727,6.978,3.839,7.448,3.786,7.154,8.725,4.626,3.134,2.049,4.625,10.924,4.92,7.583,-2.878,5.349,5.456,2.133,4.899,3.391,7.522,11.608,6.172,1.814,1.526,3.542,9.869,-2.113,5.242,5.794,6.775,6.643,4.983,-1.337,0.455,3.186,-0.184,2.606,7.656,7.483,-6.075,0.722,0.119,9.95,0.167,3.534,7.906,8.394,5.159,6.648,1.934,7.592,6.205,-2.286,6.596,8.018,-3.848,-1.729,1.624,5.881,1.995,6.353,7.889,6.75,0.534,4.425,2.993,2.367,6.629,10.587,3.064,3.276,-0.498,9.261,6.231,7.71,4.644,5.617,9.114,6.149,2.971,6.498,2.649,3.304,6.64,2.167,5.073,0.179,0.556,-0.725,14.085,-1.385,5.183,1.788,-0.009,6.817,6.769,-1.716,6.267,11.21,0.561,2.103,2.276,6.061,6.068,3.114,3.3,2.986,5.439,3.927,1.452,7.947,0.127,7.318,8.257,5.411,4.632,-0.573,5.024,4.215,1.132,6.728,6.878,1.808,12.441,1.131,3.868,4.313,5.033,4.198,5.978,4.693,0.01,3.219,5.148,2.016,1.597,8.028,-2.066,2.178,7.089,2.371,-1.682,2.825,4.884,1.413,1.102,-2.351,2.591,8.219,4.032,3.688,1.856,1.759,0.031,3.041,0.63,-3.918,7.153,5.78,2.15,-0.411,1.917,5.719,1.831,7.008,10.888,-1.912,5.194,4.365,4.674,2.29,9.219,-0.493,2.579,1.351,7.867,0.049,-0.596,5.828,1.885,1.445,0.761,0.518,1.959,0.967,2.168,5.486,0.229,5.115,5.1,1.386,-0.753,-2.072,-1.425,1.672,1.868,2.676,5.323,0.816,5.467,1.702,5.533,2.239,1.208,3.411,1.891,2.657,2.62,4.067,3.393,5.229,0.366,2.91,-0.115,3.921,1.175,-3.578,2.902,2.369,1.684,1.652,2.329,0.665,1.841,11.525,9.156,3.324,3.594,4.323,2.392,4.069,2.105,-1.743,3.929,2.744,-1.742,0.598,-0.819,-3.491,5.86,0.382,2.308,0.622,3.629,-1.38,-1.553,3.612,-1.095,-1.454,-0.013,2.394,1.536,0.061,-0.139,-0.69,2.535,3.297,0.272,2.017,-0.313,-0.464,1.919,3.126,0.247,-0.096,-3.175,-0.001,-0.55,1.267,2.467,1.699,4.889,3.682,-1.417,0.066,5.169,4.285,-0.687,1.199,4.737,4.417,1.725,-1.735,1.582,0.931,1.509,4.546,-0.256,2.512,2.807,6.541,2.549,2.571,3.997,3.862,0.769,5.883,-1.545,1.371,1.167,0.226,4.776,1.638,2.453,2.549,-2.642,-0.96,4.673,0.736,1.085,3.087,2.52,3.257,1.693,4.361,-0.32,4.477,1.644,0.723,1.074,-0.241,4.084,1.696,1.181,2.838,-2.321,1.955,2.085,5.019,1.225,4.253,1.514,4.429,1.787,0.403,4.776,4.831,1.692,0.494,0.895,2.538,-1.931,-1.353,0.026,-4.117,2.27,-2.151,1.51,-1.848,1.382,0.266,0.829,7.099,4.315,1.006,3.814,1.413,-0.016,-0.429,1.74,5.131,3.514,-0.423,5.153,2.637,3.16,4.283,3.018,1.05,3.654,-1.816,3.467,-0.429,0.215,0.95,-4.305,-0.095,3.015,2.362,0.408,5.526,5.654,4.176,-0.005,3.765,3.203,1.934,7.928,0.915,5.075,3.333,-1.007,-0.137,0.555,1.391,-1.212,-0.573,0.742,-1.528,0.978,-2.549,0.538,2.146,0.56,-0.983,2.057,3.257,2.259,3.219,4.83,0.758,-3.066,11.048,23.891,13.007,12.727,11.98,15.377,14.502],"base_top":[[248058,23.891],[40,18.889],[760,16.446],[27,16.06],[248068,15.377],[1919,15.17],[27775,15.059],[3928,14.836],[4520,14.604],[63,14.552]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,23,16,22,15,17,29,198,27,15704,16874,62,16,62,18,17,29,198,15,24,22,198,510,15704,29,198,27,15704,16874,62,17,62,21,17,29,198,19,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","8","1","7","0","2",">","\n","<","parameter","=p","_","1","_","3","2",">","\n","0","9","7","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","6","2",">","\n","4","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.8184,-1.2012,0.9813,0.2766,-0.9684,0.815,-0.3856,0.0899,0.1189,-0.8373,-0.0205],[-4.6549,0.5628,7.8467,15.0855,-1.2714,-1.6058,1.9214,-0.7977,0.1402,-0.6129,-0.366],[-5.3926,-0.9612,11.7203,18.5368,-1.4366,-0.315,-0.0036,-0.2177,0.138,-0.9265,-0.1053],[-2.631,-1.7773,10.3163,16.0264,-2.0643,-0.3195,1.7879,-0.6944,0.1283,-0.7626,0.1165],[-2.8141,-1.9515,10.9456,15.9287,-1.8868,-0.5854,-1.1373,-0.615,0.4114,-1.2144,0.7443],[-1.8242,-3.019,9.7863,14.8425,-0.6305,-0.556,0.2761,-0.6866,0.6484,-1.1896,0.1253],[-3.9716,-1.7617,11.5688,21.0343,-1.6394,0.7368,0.2583,-1.291,0.3205,-1.7261,0.1258],[-2.517,-2.22,15.3455,20.0748,-0.9625,-0.2228,-1.1996,-0.5999,0.0296,-1.6895,-0.3904],[-2.9988,-2.0487,14.6073,19.8831,-1.1334,-0.8533,-2.6259,-1.2801,0.008,-1.3777,-0.1471],[-2.4733,-1.7996,13.0879,19.9292,-0.1042,-1.4493,-1.3418,-1.3214,-0.1819,-1.7861,-0.6579],[-1.9941,-1.2373,12.2486,19.4303,0.4525,-1.3636,-0.5428,-1.7965,-0.2297,-1.6068,-0.1879],[-4.1171,-1.0924,11.2085,20.662,-0.0628,-1.1488,1.3736,-1.8308,0.4016,-1.6217,-0.2177],[-4.9308,-0.9194,10.173,22.3973,-0.9688,-2.0501,0.7879,-0.5795,0.0672,-1.2371,-0.0124],[-4.8512,0.0396,10.013,21.2176,-1.3874,-1.7601,1.3565,-0.0525,0.1297,-1.2082,-0.1261],[-5.0598,-0.3315,10.8108,18.168,-1.4357,-1.2183,-0.2827,-0.0835,-0.3054,-1.1512,-0.2285],[-1.407,-1.3957,10.2456,17.7613,-2.0426,-1.3048,3.1031,-0.2331,-0.0901,-1.0789,-0.4007],[-2.0161,-1.9223,10.3314,20.4234,-2.7362,-1.1679,-1.318,-0.5962,0.0026,-1.2521,0.2],[-3.7149,-1.5968,11.0398,22.4983,-2.7377,-1.1726,0.2586,-0.9343,0.2277,-1.496,-0.1064],[-2.8003,-2.387,14.8872,22.891,-2.5838,-0.9296,-0.7584,-0.2573,0.1242,-1.5914,-0.5669],[-4.0679,-2.4733,11.4879,23.1788,-2.5428,-1.9278,1.0073,-1.1882,0.066,-2.1014,-0.0251],[-3.3167,-3.3324,15.0569,22.1157,-2.0262,-2.2515,0.2993,-0.5053,0.0735,-1.8297,-0.6233],[-3.5918,-1.8588,11.4692,21.9532,-0.5737,-1.4168,0.8165,-0.9976,0.0662,-1.7235,-0.2986],[-4.3357,-1.8742,11.4977,21.9796,-1.3442,-2.4532,0.7183,-0.4754,0.0753,-1.7782,0.0082],[-3.7981,-1.2066,14.235,20.5265,-3.0444,-0.7986,1.711,0.0082,0.2927,-1.3376,-0.31],[-2.4237,-1.3175,18.1175,17.1917,-2.0649,-0.2782,-1.901,0.0435,0.1664,-1.4136,-0.324],[-2.6403,-1.7681,14.9798,21.1568,-0.7591,-1.9909,-0.6804,-0.5884,0.0894,-1.341,-0.3708],[-3.2914,-1.8434,13.3821,21.9732,-0.3566,-0.7592,-0.5184,-0.6726,0.1089,-1.3073,-0.5279],[-3.4805,-0.8048,11.6663,21.1336,-0.9228,-1.6557,0.8002,-0.311,0.1537,-1.5141,-0.2327],[-4.3132,-1.0614,12.3019,19.0896,-1.6931,-1.0333,0.9579,-0.4209,0.0888,-1.3648,-0.5851],[-2.7896,0.2902,11.0146,16.9737,-1.8724,-1.1596,1.0007,-0.3977,-0.0442,-0.7464,-0.5911],[-4.6679,0.1243,8.979,21.7174,-1.2465,-3.028,1.1938,-0.9148,0.2624,-1.1926,-0.2254],[-3.062,-0.8072,12.3606,21.3644,-1.2897,0.6253,1.9016,-0.1122,0.2659,-1.5216,-0.1429],[-4.3981,-0.3317,10.4728,18.1999,-1.2893,-0.753,-0.379,-0.195,-0.2325,-1.1021,-0.3172],[-1.5273,-1.3416,11.0962,19.2091,-2.5284,-1.3721,2.1782,-0.5135,-0.0096,-1.0015,-0.3348],[-2.1307,-1.5317,9.926,20.9966,-2.5566,-1.063,-1.3147,-0.6924,0.0384,-1.2628,0.0772],[-3.7705,-0.8288,10.7496,21.3424,-2.5207,-1.3656,0.261,-0.9292,0.3286,-1.384,-0.103],[-3.0816,-2.2944,14.8728,22.0006,-2.2613,-1.2668,-0.6142,-0.4504,0.2401,-1.5372,-0.6408],[-3.5266,-1.8387,10.6514,22.502,-1.7289,-1.831,0.6668,-1.3155,0.1649,-1.9597,-0.0035],[-2.7832,-2.2957,15.0056,21.8188,-1.9888,-1.8739,-0.4576,-0.6021,0.0916,-1.5326,-0.5366],[-3.5804,-1.7801,11.8561,22.1227,-1.1627,-1.4473,0.5273,-1.1585,0.1665,-1.6605,-0.2577],[-3.8916,-1.1028,10.9476,21.6812,-1.881,-2.5433,1.5241,-0.6645,0.1111,-1.4108,-0.0984],[-3.0077,-1.2434,13.1826,21.0304,-2.9592,-0.9736,2.1777,-0.1967,0.2324,-1.1308,-0.4483],[-2.2072,-1.5739,16.7768,19.2169,-1.2215,-0.0926,-1.053,-0.0281,0.103,-1.2602,-0.1412],[-3.5848,-1.0589,11.9551,22.0438,-1.2564,-1.5927,0.7309,-0.3929,0.1207,-1.4715,-0.2566],[-4.0493,-1.2709,12.0942,19.1418,-1.8967,-0.826,1.0829,-0.2773,0.1543,-1.348,-0.5862],[-2.9954,0.0638,11.3236,17.3005,-1.4985,-0.7525,1.3437,-0.646,0.1159,-0.6881,-0.5859],[-3.7405,-0.0246,8.5343,20.6745,-1.0228,-2.637,0.9135,-0.8084,0.203,-1.0818,-0.1432],[-3.6838,-0.2315,11.0785,20.2037,-0.4528,1.1401,1.7286,-0.2104,0.1601,-1.7895,0.076],[-3.5156,0.3454,9.3116,15.8508,-0.7106,-0.2607,-0.137,-0.5957,-0.1504,-1.1924,-0.2573],[-1.1924,-1.2107,10.6146,18.2064,-2.8657,-0.7775,2.4275,-0.3056,-0.1099,-0.67,-0.3809],[-2.0618,-1.6453,9.6567,20.6481,-2.2106,-1.3202,-1.5206,-0.6123,-0.1292,-1.1073,0.0255],[-2.5545,-0.0134,10.6248,19.9968,-1.627,-2.926,-0.5838,-0.7468,-0.0219,-1.4242,-0.0985],[-4.0625,-1.53,11.0679,21.4448,-0.7431,-1.9834,-0.57,-0.8687,-0.1722,-1.6729,0.0252],[-2.6698,-0.7139,12.6431,19.4166,-2.3833,-1.6803,1.0073,-0.237,-0.114,-1.3666,-0.0704],[-0.8783,-0.4805,15.9659,15.8577,-0.9972,-1.7923,-1.2918,-0.6472,-0.04,-1.5451,-0.0903],[-4.2562,-0.7727,10.5611,22.3565,-1.0223,-1.9237,1.134,-0.5472,0.0275,-1.6395,-0.1596],[-4.3626,-1.2812,12.1716,18.6459,-2.1344,-0.5683,0.7006,-0.569,0.2436,-1.2586,-0.5943],[-2.9175,-0.1031,11.3411,16.3432,-1.6842,-0.6275,1.2416,-0.7272,0.1806,-0.6332,-0.6949],[-4.4042,-0.1346,8.2409,19.9192,-0.8105,-2.4798,0.2961,-0.7109,0.2888,-1.1096,-0.012],[-4.8367,-0.5524,9.7267,21.004,-0.4046,-0.9701,2.1391,-0.0991,0.2138,-1.1538,-0.219],[-5.1163,0.2995,10.914,17.3388,-0.5545,-0.5686,-0.7102,-0.3704,-0.0062,-0.9334,-0.1064],[-4.0911,0.0017,9.621,16.4959,-1.2794,-0.9532,-0.5898,-0.6858,0.1293,-0.8672,-0.3093],[-4.7663,-0.2148,5.8044,13.3946,-0.4197,-1.8604,2.2712,-1.2729,0.2279,-0.9219,-0.1317],[-4.6136,-1.9524,10.75,17.6682,-0.5478,0.1616,2.7696,0.1851,0.3679,-1.1222,-0.0556],[-4.5892,-0.1896,8.9945,13.0555,-2.1857,-1.1794,-0.5034,-0.8125,-0.0908,-1.0985,0.1002],[-3.1796,-0.4638,9.0055,13.4055,-1.8671,-0.4961,-2.0662,-1.096,-0.1427,-1.6701,0.0327]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_81702>\n<parameter=p_1_32>\n097\n</parameter>\n<parameter=p_2_62>\n4\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":66,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_81702>\n<parameter=p_1_32>\n097\n</parameter>\n<parameter=p_2_62>\n4\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":66,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_81702>\n<parameter=p_1_32>\n097\n</parameter>\n<parameter=p_2_62>\n4\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":66,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_81702>\n<parameter=p_1_32>\n097\n</parameter>\n<parameter=p_2_62>\n4\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":66,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_81702>\n<parameter=p_1_32>\n097\n</parameter>\n<parameter=p_2_62>\n4\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":66,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0286","set":"practice","cohort":"no_tool","family":"numeric_comparison","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_394, reference 090. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to select stored numbers strictly below a threshold. Do not access or change stored data.\nNumeric threshold: 34. Series identifier: \"maple_564\".","tools":[{"function":{"description":"Select stored numbers strictly below a threshold. Inert synthetic operation.","name":"fx_45658","parameters":{"additionalProperties":false,"properties":{"p_1_82":{"description":"Series identifier","type":"string"},"p_2_53":{"description":"Numeric threshold","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_82","p_2_53"],"type":"object"}},"type":"function"},{"function":{"description":"Select stored numbers strictly above a threshold. Inert synthetic operation.","name":"fx_70464","parameters":{"additionalProperties":false,"properties":{"p_1_82":{"description":"Series identifier","type":"string"},"p_2_53":{"description":"Numeric threshold","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_82","p_2_53"],"type":"object"}},"type":"function"}],"prompt_tokens":658,"decision":{"rms":0.37096719405736683,"sumsq":140.91843488439918,"hb":[-0.08323,-0.08752,-1.42977,0.00419,-1.01628,0.24842,-0.36684],"lse":21.828914449131616,"logits":[15.822,13.172,14.697,13.716,13.022,13.775,9.58,10.994,10.665,12.056,11.7,16.175,13.906,10.07,14.688,11.66,9.479,14.114,10.214,11.416,19.333,10.474,10.942,14.671,11.899,12.896,11.1,10.779,13.634,9.417,8.952,13.873,16.351,9.507,12.546,14.265,10.025,12.389,7.978,8.424,12.771,7.751,7.806,12.444,9.06,7.329,4.443,11.438,9.561,16.505,6.395,7.1,9.638,6.98,7.942,6.691,9.886,10.789,11.035,5.885,6.213,16.591,2.516,7.25,9.266,10.883,6.186,12.292,0.281,18.226,9.117,8.417,9.469,-1.711,15.529,3.169,10.618,7.153,9.576,13.502,11.856,8.518,11.736,12.439,11.857,7.397,7.801,3.3,12.58,11.829,1.782,6.652,20.054,10.63,6.9,8.107,15.216,-3.991,2.922,2.607,8.223,12.319,2.075,9.707,0.861,14.732,12.403,3.069,7.112,12.512,16.279,9.904,9.641,6.371,9.325,12.779,18.363,8.103,10.198,9.084,14.498,13.402,14.836,14.493,17.558,11.17,2.377,12.815,8.769,10.431,5.323,9.912,4.487,8.524,10.075,8.696,7.09,15.108,3.499,9.854,8.994,17.436,14.326,6.992,-0.501,9.059,15.235,-0.528,16.739,3.99,-3.572,12.892,6.377,8.718,7.472,11.053,8.269,8.856,9.845,19.591,9.938,4.837,10.173,-1.215,10.019,6.065,11.483,8.618,-5.762,10.282,13.015,13.601,14.847,10.917,7.723,8.659,8.677,9.084,12.706,6.959,9.982,6.965,8.125,2.93,9.433,16.428,7.466,11.614,-0.717,11.453,11.834,4.69,16.195,12.283,4.876,6.579,10.778,15.028,10.877,3.263,9.484,12.592,7.6,1.364,12.338,10.679,11.467,8.93,3.868,12.243,6.274,14.673,16.166,1.019,9.092,5.91,-3.945,1.719,2.621,5.23,9.677,9.287,13.43,1.061,-0.82,8.65,7.385,4.625,2.116,5.856,10.24,-1.771,3.185,9.796,10.406,10.255,5.796,13.692,7.858,11.724,6.33,5.599,5.734,5.125,5.787,12.567,0.841,-1.903,11.122,9.236,0.495,10.816,11.565,10.974,6.966,-1.562,13.112,12.139,9.057,13.016,10.954,10.577,6.427,1.777,3.848,9.105,8.318,10.354,5.207,15.687,1.208,2.18,-0.535,2.565,1.734,10.813,11.457,8.372,9.826,0.38,11.555,12.301,1.597,7.28,9.522,8.328,-0.023,9.509,11.198,14.287,10.424,8.821,11.923,9.738,9.13,9.279,9.98,13.086,13.78,9.296,11.915,9.926,7.135,11.347,7.445,6.023,8.186,13.05,0.136,9.836,10.71,5.181,16.603,5.521,-2.964,-1.043,10.277,9.149,-2.952,1.222,5.122,11.797,9.542,8.537,7.174,12.47,-4.083,-2.488,9.958,11.979,17.184,8.557,2.698,13.105,12.136,4.443,11.029,3.532,1.651,8.348,0.803,10.168,13.268,10.814,7.584,5.588,8.657,3.499,4.67,2.057,10.64,7.198,-3.224,0.938,7.285,13.453,9.624,13.553,9.948,8.99,4.319,8.81,-0.645,0.184,14.035,11.408,10.827,4.595,3.381,4.267,13.441,9.245,0.783,8.444,11.766,5.632,7.105,11.442,8.566,17.297,2.978,-0.599,16.397,2.871,9.288,5.499,2.984,3.017,9.087,12.284,5.941,12.058,6.366,14.025,1.937,12.634,8.576,4.673,1.42,5.057,4.581,-3.314,7.554,5.015,11.388,1.998,8.865,11.578,-0.373,2.307,12.584,8.607,2.915,5.65,11.466,9.876,-1.567,10.894,9.269,10.633,8.806,10.465,3.18,6.36,7.721,9.966,2.932,0.345,12.877,-1.39,13.101,10.069,1.743,5.669,0.779,5.189,7.859,9.592,12.592,13.971,10.53,8.53,7.899,6.09,2.309,5.542,13.498,1.373,12.187,0.86,9.263,1.817,13.016,-0.257,3.043,1.284,10.937,12.529,8.778,1.735,2.131,13.003,11.142,6.85,9.822,3.257,1.419,2.09,8.507,7.6,8.395,15.221,9.34,-2.187,3.033,1.458,1.888,9.24,7.849,2.04,10.521,7.087,12.225,0.368,6.78,13.141,-0.329,9.59,17.527,13.228,5.6,6.124,9.993,8.013,6.778,8.522,12.569,-0.649,10.236,0.489,7.518,3.348,4.185,8.447,0.558,7.332,-0.245,7.915,11.641,13.332,6.696,12.375,3.874,3.986,13.18,3.977,8.511,14.844,8.692,7.119,9.882,1.826,2.423,1.617,7.61,9.158,4.464,-2.284,5.016,6.916,6.9,9.057,4.799,2.128,4.421,10.557,7.379,2.943,6.742,7.253,8.203,2.004,-0.469,9.108,-0.405,8.819,14.386,11.565,5.269,4.504,1.356,8.53,0.197,0.085,8.22,11.691,5.473,11.485,1.924,8.601,8.857,3.534,-0.829,3.37,16.594,12.586,6.192,2.224,11.26,4.098,-1.057,5.858,5.631,11.58,4.908,6.11,-2.847,8.22,6.68,1.023,1.066,6.323,10.104,-0.04,5.095,0.209,8.633,2.416,7.622,0.581,12.802,8.715,-0.587,6.866,7.894,-0.071,3.598,1.358,6.637,14.134,2.407,9.271,10.264,5.819,10.949,11.259,2.879,-2.404,-0.933,2.526,11.83,11.487,9.841,9.942,0.668,5.308,3.196,8.144,7.861,11.091,12.13,5.317,5.776,1.989,6.255,12.962,7.551,10.069,-1.251,3.665,4.394,2.575,2.999,6.542,8.27,13.34,8.903,0.056,1.537,6.288,11.951,-0.607,5.926,8.635,7.492,7.872,5.172,-3.764,5.834,5.886,0.206,5.464,10.149,11.931,-0.175,1.604,3.279,13.002,-1.077,6.423,10.915,6.555,7.889,12.446,1.468,5.839,8.146,-0.205,8.541,14.186,-4.108,1.715,4.289,8.511,1.59,9.069,9.288,2.704,1.018,3.395,2.712,2.114,7.608,12.184,2.141,2.473,-0.168,11.365,8.635,10.407,7.05,13.732,15.356,10.138,3.679,7.457,2.706,2.08,9.449,-0.236,10.45,2.209,1.92,-2.114,13.565,-1.711,8.784,2.465,0.93,6.739,11.746,2.344,10.64,12.514,1.41,2.866,6.683,5.774,3.731,4.521,3.468,3.086,6.469,0.143,2.997,10.9,-1.189,9.912,8.436,3.621,7.057,2.285,2.143,6.398,3.342,9.157,11.055,1.869,12.242,3.231,2.132,6.906,7.453,3.543,10.651,0.456,1.807,3.944,8.587,2.649,3.544,13.058,1.229,1.749,7.992,0.588,-3.542,1.139,6.341,1.981,2.712,-1.778,2.625,10.207,6.499,0.859,0.057,2.012,-1.441,2.292,1.899,-2.971,10.459,11.367,1.468,1.24,5.619,8.316,1.777,13.404,12.145,-1.181,6.274,7.541,5.702,3.251,11.027,-1.037,6.58,-0.144,10.205,2.407,-1.858,4.707,2.418,1.911,-0.703,0.743,1.906,3.147,3.279,5.188,-0.578,5.349,4.965,1.751,-0.624,-4.211,-0.873,-2.034,2.561,2.4,2.936,2.645,4.531,2.923,5.545,4.686,-0.589,0.938,2.238,1.819,1.915,5.144,0.957,4.857,-3.761,3.024,4.264,1.338,0.622,-3.924,1.715,4.879,0.849,0.234,2.391,-0.565,0.513,9.701,8.131,2.181,1.812,2.357,2.97,3.968,2.048,-3.657,2.857,3.054,0.773,1.782,0.803,-2.133,2.906,-2.71,2.134,1.722,1.608,-0.236,-0.19,1.493,-0.23,-1.632,1.745,2.427,2.757,-1.843,-0.12,1.148,0.404,1.456,1.391,2.117,1.739,-1.108,-1.515,3.976,1.992,-2.028,-0.519,-0.888,2.28,0.419,1.118,0.801,4.387,1.367,0.704,-1.241,5.522,3.518,0.918,1.461,4.406,2.556,-0.323,-0.277,1.139,0.029,-2.009,2.272,-3.136,3.273,2.29,5.766,2.618,1.171,2.975,2.698,0.576,4.055,-0.473,0.574,-0.493,0.275,0.772,1.46,2.598,1.038,-2.072,-3.43,3.244,1.306,-0.23,4.322,1.25,3.291,0.994,4.62,-1.084,3.717,-0.012,-0.026,-0.108,0.633,6.158,0.766,1.852,2.031,-2.074,0.1,0.522,4.229,2.388,-0.566,3.482,2.492,-0.649,1.396,3.495,1.449,2.831,0.797,0.695,1.65,-2.036,-0.602,-0.567,-3.924,4.741,-1.654,1.266,0.651,1.035,-1.278,2.709,1.664,3.581,-1.928,1.887,1.864,2.759,-1.238,0.201,5.517,0.197,1.169,6.872,0.886,3.626,3.0,4.135,-1.254,2.23,-1.097,5.024,-0.553,1.178,0.371,-3.422,-0.741,4.363,2.463,0.772,4.742,2.467,6.361,0.555,1.553,2.901,2.046,5.735,-1.636,4.687,1.912,-1.24,3.179,-0.969,0.472,-2.206,-0.313,2.253,-0.887,2.223,-3.61,0.434,1.01,-0.89,0.283,5.309,3.671,1.516,2.152,2.861,2.481,-2.852,8.911,20.866,7.248,10.263,9.602,15.629,13.551],"base_top":[[248058,20.866],[1206,20.054],[3270,19.591],[40,19.333],[1919,18.363],[760,18.226],[2064,17.558],[27775,17.527],[2523,17.436],[15771,17.297]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,19,20,21,20,23,29,198,27,15704,16874,62,16,62,23,17,29,198,2117,273,62,20,21,19,198,510,15704,29,198,27,15704,16874,62,17,62,20,18,29,198,18,19,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","4","5","6","5","8",">","\n","<","parameter","=p","_","1","_","8","2",">","\n","map","le","_","5","6","4","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","5","3",">","\n","3","4","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.381,-1.554,-0.1528,0.8282,-1.7391,1.1063,0.3296,0.0594,0.2355,-0.9767,0.0839],[-4.1545,0.4982,7.5236,14.5404,-1.3643,-1.4013,1.5805,-0.6626,0.1606,-0.6183,-0.3102],[-4.9551,-1.2317,11.7113,18.2725,-1.1147,-0.5506,-0.2234,-0.115,0.1543,-0.8548,-0.1207],[-2.2975,-1.6902,10.1287,15.671,-1.6074,-0.3018,1.5211,-0.5318,0.1544,-0.7488,0.1943],[-2.3509,-1.8892,10.2218,15.1064,-1.5085,-0.6639,-1.1329,-0.6211,0.4228,-1.207,0.8052],[-1.5869,-3.078,9.7632,15.1206,-0.6071,-0.5609,0.1889,-0.6652,0.604,-1.1981,0.1545],[-2.5658,-0.9672,12.1161,20.7026,-1.3799,0.8874,-1.1175,-1.2557,0.3877,-1.7816,0.106],[-1.8617,-1.6811,16.7815,20.3701,-0.1976,0.2763,-2.4855,-0.5603,0.1865,-1.7622,-0.4347],[-2.582,-0.4254,13.7116,20.4257,-1.1063,-3.2953,-1.7109,-1.3619,-0.0968,-1.6236,-0.4208],[-2.8865,-1.6192,13.2414,19.8246,-0.8177,-3.1012,0.1432,-1.3487,-0.1318,-1.3404,-0.4645],[-2.509,-1.6927,12.8543,19.1973,-2.0576,-2.0344,-1.1449,-1.9846,-0.1851,-1.689,-0.3777],[-2.8859,-1.4175,10.0535,19.2418,0.3567,-1.088,1.245,-1.6984,-0.0587,-1.5196,-0.1688],[-4.4901,-1.077,9.8385,22.4981,-0.9982,-1.9713,0.3584,-0.5701,0.0721,-1.1749,0.0523],[-4.8985,-0.4069,9.3924,20.9667,-0.8427,-1.7248,1.0095,-0.0626,0.16,-1.1307,-0.0905],[-4.9211,-0.377,10.9075,18.1493,-1.1791,-1.2627,-0.2192,-0.1306,-0.3189,-1.1599,-0.2762],[-1.2781,-1.0941,9.9505,17.1489,-1.8476,-1.2611,2.9492,-0.2782,-0.0971,-1.0408,-0.5023],[-1.9074,-1.7185,9.949,20.4364,-2.5138,-1.252,-1.324,-0.6619,0.0064,-1.2126,0.1758],[-3.6976,-1.3635,10.7412,22.0963,-2.5715,-1.0202,0.3762,-0.9734,0.2224,-1.4731,-0.1074],[-2.5439,-2.1213,14.9027,22.7204,-2.3964,-0.5559,-0.985,-0.3335,0.1571,-1.5792,-0.521],[-3.7485,-2.3648,10.9845,22.5568,-1.751,-1.1521,0.8506,-1.1634,0.0211,-2.0727,-0.0724],[-2.2967,-3.1268,14.9379,21.5625,-1.3397,-0.8751,0.3469,-0.3832,-0.0063,-1.7871,-0.5696],[-3.3593,-1.7786,11.9111,22.1176,-0.9813,-1.9496,0.7864,-0.9897,0.1288,-1.5249,-0.4156],[-4.1892,-1.9614,12.541,20.7704,-1.4313,-2.1627,1.3535,-0.6115,0.1335,-1.7554,0.1694],[-2.9983,-1.4345,14.9274,18.9945,-2.6901,-0.9679,2.1151,-0.2209,0.4041,-1.4734,0.0998],[-0.7705,-0.8185,18.2482,13.1931,-0.6668,-1.3192,-1.4532,-0.4579,0.32,-1.5873,0.2328],[-2.549,-1.2135,14.144,21.1936,-0.1394,-0.9653,-0.9469,-1.0751,0.1759,-1.4603,0.1547],[-3.8661,-0.8226,13.4973,22.7622,-1.963,-0.6903,0.1257,-1.1138,0.1941,-1.4184,-0.0382],[-2.2307,-1.9864,16.6245,21.6593,-1.7989,-1.3676,-1.1908,-0.6049,0.0397,-1.5757,-0.5932],[-2.7971,-2.1167,13.8884,21.2413,-0.9271,-2.8174,0.298,-0.9591,-0.0469,-1.3196,-0.4667],[-2.1084,-1.9675,13.4354,22.0241,-0.3931,-1.2706,0.1876,-1.4405,0.2649,-1.8962,-0.2528],[-3.3655,-0.8362,11.1474,21.5512,-0.6067,-1.3099,1.1633,-0.5942,0.2508,-1.7061,-0.0304],[-3.9819,-1.0449,11.8663,18.8788,-1.5582,-0.9342,0.661,-0.5438,0.0857,-1.4453,-0.6291],[-2.3486,0.3419,11.1142,16.0267,-1.8642,-1.08,0.5493,-0.5165,0.0248,-0.7987,-0.5323],[-4.3474,0.3523,8.7272,21.3768,-1.323,-2.9746,1.0015,-0.9618,0.2274,-1.2904,-0.1643],[-3.4666,-1.0745,11.3776,21.4993,-0.9721,0.3376,1.4075,-0.0851,0.2295,-1.4435,-0.0834],[-3.953,-0.3729,10.0949,18.1364,-1.2562,-0.7126,-0.0484,-0.2673,-0.1928,-1.1416,-0.3237],[-1.2969,-0.9997,10.9113,18.8555,-2.6434,-1.1459,2.2555,-0.5072,-0.0197,-0.9992,-0.3954],[-1.9106,-1.5464,9.5639,20.859,-2.5194,-1.1334,-1.3426,-0.7019,0.025,-1.2519,0.0911],[-3.6343,-0.7115,10.3979,20.7763,-2.5704,-1.4378,0.3607,-0.9389,0.2792,-1.4128,-0.1139],[-3.0096,-2.2774,14.6565,21.8985,-2.2058,-1.1525,-0.984,-0.3981,0.2243,-1.4602,-0.6731],[-3.5467,-1.5739,10.8262,22.1606,-2.2045,-1.6524,-0.4657,-1.387,0.1993,-2.02,-0.1112],[-2.4999,-2.3116,15.0988,20.8738,-2.4315,-2.1431,-2.1068,-0.8229,0.1414,-1.6006,-0.652],[-3.8737,-1.8959,10.8717,21.1389,-1.1864,-2.808,0.256,-1.124,-0.0601,-1.5716,-0.334],[-3.8063,-0.4819,10.1135,20.8328,-1.8986,-2.7429,1.5382,-0.6599,0.1342,-1.3574,0.0092],[-3.3847,-0.7729,12.8775,20.3638,-2.6875,-1.2667,2.1052,-0.291,0.2841,-1.1108,-0.3332],[-2.5833,-1.2174,17.0231,17.6466,-1.2886,-0.9814,-1.4492,-0.1295,0.2076,-1.2773,-0.0682],[-2.1187,-0.991,13.2798,20.6468,0.0629,-1.7294,-1.2465,-0.6647,0.2939,-1.4536,-0.4154],[-3.6658,-0.8558,12.0045,21.198,-0.8892,-2.1161,-0.3485,-0.4251,0.0499,-1.4892,-0.2241],[-3.791,-1.0507,12.0768,18.8051,-1.6188,-0.5559,0.7764,-0.4615,0.1891,-1.356,-0.6012],[-2.5334,0.2447,11.5079,17.1093,-1.6439,-0.5665,1.033,-0.7023,0.0875,-0.7226,-0.6527],[-3.9225,0.1675,8.2501,20.3177,-0.8664,-2.5126,0.9057,-0.922,0.1604,-1.1362,-0.0903],[-3.4091,-0.6624,10.5926,20.14,-0.5267,0.5871,1.6757,-0.3062,0.2006,-1.7254,-0.0182],[-3.0282,0.4203,9.1055,16.1605,-0.6011,-0.3449,-0.1736,-0.6746,-0.1594,-1.2094,-0.3179],[-1.0484,-0.9327,10.5122,18.3827,-2.8586,-0.6334,2.4224,-0.3772,-0.0984,-0.6825,-0.3878],[-1.9492,-1.6499,9.5038,20.4526,-2.2161,-1.4286,-1.6644,-0.6458,-0.1378,-1.0847,0.0535],[-2.4984,0.021,10.5873,20.082,-1.53,-2.9831,-0.7021,-0.7542,-0.007,-1.4471,-0.0512],[-3.8598,-1.3893,10.7661,21.7839,-0.8641,-2.227,-0.5455,-0.9084,-0.1567,-1.6757,-0.0046],[-2.2989,-0.7267,12.7831,19.5691,-2.5016,-1.767,0.5855,-0.1879,-0.1296,-1.3846,-0.0654],[-0.6154,-0.4686,15.9055,16.107,-1.1799,-1.9102,-1.6022,-0.6151,-0.0409,-1.5611,-0.0839],[-3.7235,-0.7508,10.4679,22.2963,-1.1759,-1.98,1.015,-0.5048,0.0246,-1.5844,-0.1176],[-4.2159,-1.2207,11.9673,18.5884,-1.9277,-0.6267,0.5995,-0.556,0.2004,-1.2307,-0.6148],[-2.8089,-0.2468,11.6425,17.0106,-1.8636,-0.44,1.1661,-0.6562,0.1903,-0.6529,-0.7115],[-4.2453,-0.098,8.2235,19.9533,-0.844,-2.3738,0.1235,-0.6363,0.2661,-1.084,-0.017],[-3.8277,-1.6807,9.0336,20.0935,-0.9227,-0.6696,2.2302,-0.2599,0.4482,-1.1763,-0.3084],[-4.6545,0.4261,11.0202,17.3604,-0.4881,-0.4818,-0.7024,-0.4475,-0.0181,-0.9761,-0.1224],[-3.8949,-0.1742,9.5899,16.3712,-1.516,-0.732,-0.7855,-0.6293,0.185,-0.899,-0.3392],[-4.6787,-0.4144,5.775,13.0751,-0.3785,-1.9004,2.0067,-1.2688,0.2732,-0.9681,-0.0916],[-3.5978,-2.4209,9.6393,16.7019,-0.367,-0.2701,2.3221,0.138,0.4177,-1.0884,-0.1218],[-4.1389,0.1616,9.0319,12.3976,-1.7887,-0.9351,-0.3884,-0.8568,0.0054,-1.1573,0.0495],[-2.9238,-0.2462,9.6334,13.5532,-1.9437,-0.8871,-1.9227,-1.1434,-0.0705,-1.6445,0.132]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_45658>\n<parameter=p_1_82>\nmaple_564\n</parameter>\n<parameter=p_2_53>\n34\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_45658>\n<parameter=p_1_82>\nmaple_564\n</parameter>\n<parameter=p_2_53>\n34\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0053","set":"practice","cohort":"valid_call","family":"clock_shift","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_39604 {\"p_1_13\": \"spruce_716\", \"p_2_60\": 55}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_602, reference 078. These are not inputs to this request.\nThe operation I need is: move a synthetic clock forward by minutes.\nNumber of minutes: 55. Clock identifier: \"spruce_716\".","tools":[{"function":{"description":"Move a synthetic clock forward by minutes. Inert synthetic operation.","name":"fx_39604","parameters":{"additionalProperties":false,"properties":{"p_1_13":{"description":"Clock identifier","type":"string"},"p_2_60":{"description":"Number of minutes","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_13","p_2_60"],"type":"object"}},"type":"function"},{"function":{"description":"Move a synthetic clock backward by minutes. Inert synthetic operation.","name":"fx_62313","parameters":{"additionalProperties":false,"properties":{"p_1_13":{"description":"Clock identifier","type":"string"},"p_2_60":{"description":"Number of minutes","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_13","p_2_60"],"type":"object"}},"type":"function"}],"prompt_tokens":644,"decision":{"rms":0.38890993445803834,"sumsq":154.8799356110394,"hb":[-5e-05,0.02514,-2.20804,0.2305,-1.66943,0.21124,-0.63626],"lse":24.079009983112012,"logits":[12.58,11.708,10.917,11.579,11.41,10.932,8.848,9.094,11.038,11.019,10.493,16.257,10.785,9.553,13.532,8.912,8.925,12.503,11.067,9.091,19.528,9.299,11.807,12.889,12.654,11.886,9.06,9.36,11.778,7.973,9.358,13.775,12.967,8.354,12.017,12.936,9.055,11.214,8.923,10.716,12.353,8.866,7.616,12.27,3.798,6.827,0.051,10.575,5.076,12.262,6.059,8.731,9.137,6.95,8.568,4.101,9.69,12.371,8.728,6.38,7.928,13.265,5.171,8.759,10.102,11.612,2.954,7.885,1.594,16.723,6.222,6.261,7.003,-1.026,7.897,2.457,8.341,5.072,7.211,8.287,8.853,8.886,7.41,7.44,10.075,4.273,5.493,4.482,8.528,12.355,2.865,3.71,14.752,12.246,1.703,5.286,10.868,-2.784,4.835,3.001,7.939,6.518,-0.309,6.222,0.121,12.194,8.826,3.884,7.882,10.005,5.521,9.088,4.875,6.118,5.057,10.033,14.581,4.575,6.229,6.954,10.987,9.922,11.07,12.991,12.142,10.199,2.311,11.195,7.741,7.79,0.763,6.461,2.979,6.042,12.635,6.836,4.57,12.026,5.522,8.855,6.957,12.656,10.752,4.241,-1.069,5.615,10.398,1.772,14.036,2.712,-1.215,9.514,7.774,5.431,3.383,9.023,6.193,8.523,7.658,8.708,6.592,4.16,8.97,-1.998,6.761,3.48,8.96,7.404,-6.174,9.655,10.074,9.754,10.885,7.618,9.035,5.58,5.837,5.839,10.369,7.089,4.796,3.919,9.985,4.266,7.116,14.435,4.614,10.5,-3.189,9.242,9.24,3.402,9.505,13.692,3.946,3.192,8.985,8.992,8.643,3.592,6.331,12.977,5.789,4.144,11.954,7.085,8.698,5.916,5.28,10.594,2.653,8.891,13.301,2.637,4.418,5.393,-4.093,-0.323,5.267,4.944,5.708,7.101,7.655,3.424,-1.706,6.206,6.187,4.744,1.094,3.462,9.769,-0.536,2.657,4.786,8.248,10.076,3.261,10.198,5.842,7.782,7.188,4.012,2.91,3.65,4.007,12.059,0.402,-3.97,6.547,8.745,-1.354,11.268,8.211,7.433,4.318,-3.169,12.341,10.373,6.378,10.545,7.634,10.956,5.69,1.229,4.196,5.882,10.642,9.845,3.682,13.035,-0.179,5.099,0.87,0.689,1.414,6.01,7.141,6.054,7.178,-0.176,8.357,8.06,1.13,5.458,4.611,6.544,0.081,5.788,11.152,10.055,6.335,5.876,9.589,8.057,10.028,8.754,8.501,10.332,12.656,7.127,10.213,4.567,6.149,6.809,5.658,4.13,5.219,8.773,0.094,8.434,7.078,3.549,10.82,4.222,1.99,-2.248,7.425,8.21,-6.351,-0.807,5.593,8.634,8.091,7.525,9.895,9.543,-3.126,-3.203,5.255,9.686,13.108,8.664,1.394,8.998,11.797,6.724,8.37,1.25,2.515,5.732,-2.807,11.027,11.169,12.24,10.49,4.577,8.314,2.859,6.187,1.565,7.826,4.979,-2.159,5.318,9.335,11.646,6.917,8.597,8.863,9.003,0.536,4.14,-1.442,-1.023,10.447,9.749,11.388,4.414,4.299,3.347,9.572,10.564,0.186,4.564,9.114,6.047,4.169,9.587,8.177,12.263,4.512,-3.126,13.306,4.62,6.349,5.394,1.197,2.606,6.532,9.58,3.5,8.88,3.642,9.098,-0.096,8.45,8.295,2.744,0.934,1.183,4.149,-2.611,6.446,0.434,10.874,0.21,9.283,8.954,-3.282,0.854,10.797,7.237,0.883,5.037,8.091,8.148,-2.634,11.998,7.409,8.532,7.631,10.142,2.122,7.461,9.99,9.097,4.106,0.528,10.998,-1.727,11.481,6.819,2.976,4.726,2.246,5.591,6.973,5.441,10.605,9.955,8.189,5.63,5.643,4.543,2.654,4.071,8.745,-0.079,10.886,0.615,6.39,-0.557,9.735,-2.765,4.588,3.086,8.039,5.793,5.353,-0.022,2.676,8.705,9.445,4.795,7.759,2.801,-0.002,2.171,7.616,8.176,6.926,12.306,7.214,0.243,2.861,2.648,0.994,5.627,4.905,3.279,6.14,4.991,7.993,-1.14,6.43,9.032,-0.592,7.834,14.415,8.63,7.965,7.09,5.874,8.018,5.257,4.674,10.099,1.122,6.76,1.731,5.298,0.557,2.825,4.463,0.709,5.981,0.165,4.0,9.238,12.916,2.55,8.524,1.198,1.707,6.915,2.805,6.142,11.981,2.911,6.112,8.118,1.685,2.31,-1.185,5.457,5.842,-0.078,-1.355,1.857,5.029,4.292,5.812,3.885,5.658,4.748,5.617,7.683,1.836,3.263,6.233,4.025,0.668,0.895,10.259,-0.12,6.258,9.638,5.674,5.1,7.695,2.146,5.931,-2.62,2.042,5.209,12.057,5.246,10.469,1.458,6.984,7.951,4.046,-0.353,2.942,6.76,9.281,5.012,2.466,9.826,1.558,-1.547,5.334,3.666,7.681,2.381,3.216,-3.332,5.079,5.807,0.587,3.177,7.222,7.695,-0.075,5.796,1.528,6.29,-0.205,11.217,-1.736,10.049,8.734,-1.101,5.083,7.685,-2.669,2.901,2.298,4.756,11.619,0.1,6.674,7.457,3.728,10.65,9.944,0.888,-0.495,-2.99,2.043,7.762,7.94,7.532,6.89,-0.233,6.651,2.936,7.858,3.949,7.081,9.024,2.86,3.858,1.278,4.714,10.52,4.032,7.957,-2.797,5.199,5.609,2.023,3.811,3.075,8.024,12.028,6.542,1.048,0.986,4.737,9.957,-1.072,5.288,6.6,7.168,7.629,6.693,-3.264,0.857,2.53,-1.397,0.962,7.676,6.387,-6.079,1.242,-0.565,9.318,-0.56,2.706,8.177,8.023,5.693,6.911,1.621,7.124,6.444,-2.323,5.713,9.017,-3.687,-2.361,1.87,5.83,0.251,5.573,6.747,6.686,-0.148,3.335,2.727,1.612,5.392,9.322,2.893,3.223,-0.891,9.763,6.652,7.552,4.812,4.391,9.463,5.507,2.671,7.153,1.76,2.634,7.309,1.21,4.479,2.667,0.071,-0.583,12.747,-1.435,5.499,2.324,-1.282,6.035,6.481,-1.891,5.98,11.448,0.831,1.92,3.434,4.654,5.722,2.18,2.614,1.323,3.45,2.95,1.361,8.222,-0.555,7.888,7.22,4.358,6.0,-1.904,3.548,3.476,2.721,6.856,7.192,1.204,12.177,1.516,3.949,4.478,5.693,3.693,5.296,3.063,1.604,1.551,5.281,1.045,0.014,7.593,-1.13,1.184,8.128,2.586,-2.099,3.706,5.74,0.675,2.708,-3.085,1.513,8.135,4.03,3.264,1.481,1.519,-0.367,2.47,-1.053,-4.015,6.055,6.866,0.407,-2.41,2.611,5.741,1.101,5.433,10.243,-1.921,4.77,4.51,4.672,2.925,8.929,-1.979,3.838,1.4,7.702,0.189,-0.612,4.145,0.319,0.019,-0.756,-0.551,0.593,0.581,1.258,4.378,0.109,4.59,3.3,1.201,-2.235,-1.622,-1.846,1.421,2.986,2.343,4.221,0.353,3.72,0.731,6.221,1.63,0.101,1.745,0.494,1.749,1.929,3.242,3.614,3.602,-0.197,3.606,-1.324,3.407,0.744,-3.983,2.429,1.74,0.626,-0.352,1.347,0.324,1.686,12.099,8.618,2.788,3.731,3.424,1.828,2.937,0.415,-0.561,3.398,0.585,-2.192,0.246,-0.633,-4.971,4.258,1.665,2.598,-0.528,3.056,-1.597,-2.264,3.931,-2.228,-2.052,-0.471,1.031,1.68,-1.16,-1.352,-1.342,2.679,1.602,-0.655,-0.399,0.629,-0.48,3.814,2.662,0.512,-1.03,-3.69,0.475,-0.682,1.291,1.199,2.027,3.059,3.878,-2.206,-1.9,4.9,3.162,-0.812,1.025,3.922,4.269,1.221,-1.817,0.53,0.101,1.062,4.388,0.025,2.338,1.96,4.621,1.803,2.318,4.314,2.831,-0.854,5.799,-0.655,0.29,1.489,-0.696,3.438,0.199,1.18,2.299,-3.325,-1.924,4.422,0.553,0.987,1.646,0.972,3.236,-0.24,4.658,-0.273,3.175,0.925,0.07,0.993,-0.622,4.503,0.321,0.179,2.084,-2.685,0.168,1.503,5.018,1.047,3.542,0.072,2.958,1.297,-0.05,4.714,2.347,4.013,0.153,0.15,2.056,-2.275,-1.679,-0.093,-4.067,2.284,-2.468,1.131,-1.854,0.329,-0.594,-0.386,6.138,4.217,-1.124,3.322,0.818,-0.253,-0.314,1.812,5.448,1.748,-1.914,5.046,1.918,2.426,2.905,2.945,0.774,3.557,-2.697,2.79,-0.415,-0.794,0.562,-2.946,0.356,2.284,2.666,-0.841,4.584,5.044,4.103,0.051,3.264,2.025,1.354,6.851,0.697,3.644,3.47,-1.668,-1.853,-0.594,1.295,-1.554,-1.078,-0.715,-1.218,1.518,-2.587,1.137,1.209,-0.122,-1.17,2.242,3.095,0.668,1.874,4.518,1.689,-4.272,10.583,24.065,11.837,11.603,11.285,15.267,13.28],"base_top":[[248058,24.065],[40,19.528],[760,16.723],[27,16.257],[248068,15.267],[1206,14.752],[1919,14.581],[3928,14.435],[27775,14.415],[2665,14.036]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,18,24,21,15,19,29,198,27,15704,16874,62,16,62,16,18,29,198,49931,10208,62,22,16,21,198,510,15704,29,198,27,15704,16874,62,17,62,21,15,29,198,20,20,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","3","9","6","0","4",">","\n","<","parameter","=p","_","1","_","1","3",">","\n","spr","uce","_","7","1","6","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","6","0",">","\n","5","5","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-4.6975,-1.5828,0.5492,0.3003,-1.2088,0.5812,0.6677,-0.0999,0.1001,-0.8819,0.1484],[-4.4902,0.5102,7.4999,14.3748,-0.5795,-1.72,2.2042,-0.9453,0.1286,-0.6027,-0.3255],[-5.0777,-1.3241,11.2269,18.2435,-1.2813,-0.7423,0.5686,-0.3001,0.0745,-0.9053,-0.1444],[-2.7793,-1.9459,10.303,16.6324,-1.9923,-0.6514,1.9037,-0.8227,0.0861,-0.7127,0.1156],[-2.6526,-2.4771,10.7111,16.1826,-2.2811,-0.824,-0.7068,-0.6477,0.3045,-1.0879,0.6623],[-1.8198,-3.3004,9.0328,14.5208,-0.7519,-0.7765,0.7485,-0.7786,0.6336,-1.1429,0.1855],[-4.0551,-2.2585,11.6713,20.9712,-2.3053,-0.4677,0.6358,-1.4406,0.2094,-1.5763,0.0854],[-3.2205,-2.5755,15.6316,20.5724,-1.6299,-1.9648,-0.983,-0.7365,0.0559,-1.6667,-0.4697],[-3.2804,-2.0146,13.6701,19.6463,-0.7508,-2.4934,-0.126,-0.8952,-0.1502,-1.0672,-0.4162],[-2.3674,-2.1791,12.7389,19.3603,-0.7162,-2.216,0.059,-1.2697,0.1146,-1.2577,-0.4101],[-2.6447,-2.0588,12.0953,19.2475,-1.871,-1.9981,-0.0513,-1.3109,-0.2126,-1.4803,-0.3031],[-3.3155,-1.9589,11.4207,21.0955,0.0057,-1.9156,0.3231,-1.8996,0.1622,-1.4269,-0.2159],[-5.1235,-1.6377,10.0165,22.9123,-1.1205,-2.0983,1.3248,-0.801,0.0468,-1.0355,-0.1017],[-5.4773,-0.5279,10.2024,20.5777,-1.4085,-1.7803,1.8267,-0.2409,0.0241,-0.8859,-0.2985],[-5.2921,-0.7486,10.7208,18.0375,-1.5613,-1.5228,0.2084,-0.3016,-0.28,-1.0443,-0.2836],[-1.7549,-1.5085,10.3787,18.2426,-2.3544,-1.5636,3.1684,-0.4393,-0.0846,-0.9985,-0.4396],[-2.1165,-1.9412,10.1427,20.289,-2.6886,-1.2695,-0.9213,-0.7871,0.0126,-1.0924,0.1337],[-3.8726,-1.393,10.6654,21.9574,-2.9159,-0.973,0.8454,-1.0868,0.2477,-1.3768,-0.2653],[-2.9749,-2.4051,14.7105,22.7598,-2.7285,-0.9815,-0.2005,-0.3489,0.1595,-1.3565,-0.6693],[-4.4611,-2.5677,11.075,22.8939,-2.5734,-1.1406,0.7377,-1.2721,0.0163,-1.9211,-0.1826],[-3.5171,-3.2825,14.7941,21.9188,-2.1458,-1.0248,-0.3266,-0.5685,0.0701,-1.4338,-0.5293],[-4.5143,-2.1525,11.6326,22.2832,-1.4294,-2.9729,0.9665,-1.114,-0.031,-1.7877,-0.3487],[-4.4447,-1.6852,13.0223,21.0353,-1.5703,-2.1509,0.8321,-0.4981,0.1533,-1.5879,0.0909],[-3.565,-1.598,15.9912,19.3264,-3.778,-0.6981,2.6049,-0.3111,0.4876,-1.3402,-0.1671],[-1.2741,-1.5467,19.7351,14.7265,-1.5431,-1.1725,-0.625,-0.5836,0.3864,-1.3742,-0.0952],[-3.3257,-1.4795,13.0158,19.5151,-1.2939,-0.2248,1.0904,-1.2871,-0.0807,-1.0938,0.1266],[-4.577,-1.0845,12.4601,22.6835,-1.8182,-0.111,1.0944,-1.5636,0.2215,-1.6043,-0.1373],[-3.249,-2.0496,15.7826,21.5323,-1.4448,-0.2922,-0.5284,-0.6906,-0.0512,-1.4018,-0.8259],[-3.8188,-1.6552,13.3082,21.0259,-0.3765,-1.3764,-1.0678,-1.1361,-0.0839,-1.5447,-0.5841],[-3.3096,-1.9301,13.279,22.472,-1.0458,-2.4503,0.8856,-1.306,0.1758,-1.3771,-0.3037],[-4.0899,-1.7053,11.3736,22.0925,-1.3358,-2.0602,2.3449,-0.807,0.2199,-1.3756,-0.2535],[-4.5667,-1.6469,12.6155,19.8071,-1.9042,-1.522,1.3634,-0.6677,0.237,-1.2658,-0.7288],[-2.8777,-0.0494,11.0091,15.8328,-2.0271,-1.0343,0.9116,-0.504,0.02,-0.7331,-0.5503],[-4.9814,-0.0586,9.0279,21.6523,-0.9618,-3.3816,1.605,-1.0076,0.2235,-1.1793,-0.3321],[-4.1852,-1.9061,11.4068,21.2692,-2.598,0.0412,3.4868,-0.4913,0.2299,-1.3321,-0.008],[-4.608,-0.8782,10.8229,18.806,-1.8396,-0.9234,0.3223,-0.3455,-0.1324,-0.9736,-0.3054],[-1.5783,-1.3363,10.9725,18.5459,-2.9295,-1.5094,2.8235,-0.5354,-0.0154,-0.8207,-0.3264],[-2.3726,-1.9753,9.7425,20.687,-2.6854,-1.3391,-0.4138,-0.8109,-0.0269,-1.1058,0.0856],[-3.9283,-1.4219,10.7759,21.7057,-2.6341,-1.8319,1.2999,-1.0626,0.2584,-1.2824,-0.1788],[-3.4298,-2.4286,14.7751,22.3171,-2.4273,-1.6243,0.4456,-0.5947,0.2303,-1.3012,-0.6612],[-3.697,-2.0079,10.7629,22.0967,-1.657,-1.8961,1.5955,-1.4436,0.1388,-1.8327,-0.0493],[-2.4365,-2.2593,15.1947,21.4259,-2.0012,-2.0253,0.0363,-0.7225,-0.0352,-1.4705,-0.615],[-2.8393,-0.8474,11.7984,21.7536,-1.1514,-2.1725,0.0703,-1.4469,0.0055,-1.3868,-0.339],[-4.5578,-1.4389,11.5107,22.0749,-2.1257,-3.4238,2.1799,-0.9513,0.1143,-0.9671,-0.314],[-4.3378,-1.6213,14.2364,21.3475,-3.8405,-1.8233,2.6063,-0.5408,0.3043,-0.7996,-0.6069],[-2.7904,-2.3638,18.8318,18.926,-2.2181,-1.5322,-0.8814,-0.495,0.0524,-0.8646,-0.361],[-3.0946,-1.7215,13.0409,20.8928,-0.5759,-3.0881,-0.1301,-0.8059,0.2104,-1.0867,-0.6691],[-4.8387,-1.5771,11.4573,21.2676,-1.1759,-2.1378,1.3867,-0.4121,0.0425,-1.0719,-0.2946],[-4.8063,-2.0258,12.4447,19.5545,-1.9262,-0.8133,1.063,-0.4972,0.2769,-1.2084,-0.6051],[-3.5053,-0.1109,11.3587,17.476,-1.5386,-0.8981,1.3348,-0.5411,0.1161,-0.5566,-0.5277],[-4.0247,-0.0195,8.3994,20.6616,-0.9219,-2.4437,1.3023,-0.888,0.2086,-1.0685,-0.1162],[-3.8173,-1.7925,9.3509,20.8133,-1.6151,-0.4004,2.9324,-0.5431,0.1022,-1.3113,-0.1275],[-3.958,-0.1295,9.3726,16.1891,-0.8986,-0.5562,0.2093,-0.7768,-0.1413,-1.2352,-0.3132],[-1.2373,-1.244,9.9747,17.1488,-2.7579,-0.918,2.7842,-0.4035,-0.125,-0.699,-0.3688],[-2.261,-1.8259,9.6775,20.5125,-2.3073,-1.6765,-1.0919,-0.6684,-0.1725,-1.0276,-0.0012],[-2.5891,-0.3964,10.4424,19.8126,-1.6983,-3.1043,-0.2697,-0.68,-0.0568,-1.3034,-0.1604],[-4.2247,-2.0093,11.1952,21.564,-0.7502,-2.1555,-0.136,-0.9305,-0.2023,-1.5909,0.0032],[-3.5294,-1.5434,13.2207,20.2919,-2.4446,-1.7781,1.4857,-0.3617,-0.0808,-1.3297,-0.1243],[-1.6751,-1.6616,16.5589,16.5428,-1.2722,-1.9034,-0.8417,-0.7647,-0.0355,-1.4628,-0.1599],[-4.4749,-1.4161,10.9072,22.0984,-1.3015,-2.332,1.7161,-0.7347,0.0156,-1.4897,-0.1579],[-4.7841,-1.2612,12.1726,18.7104,-1.7924,-0.7864,0.6319,-0.7202,0.2707,-1.2892,-0.5899],[-2.8871,0.1275,11.5518,16.0011,-1.3998,-0.5781,1.2916,-0.7798,0.192,-0.5754,-0.6624],[-4.1456,-0.0651,7.826,19.2639,-0.3307,-2.5146,0.5933,-0.7264,0.3129,-1.1393,-0.0936],[-5.1314,-0.9069,9.2499,20.7217,-1.0869,-1.7027,2.5411,-0.2879,0.1952,-0.8497,-0.268],[-5.4341,-0.0353,10.7923,17.313,-0.6628,-0.7427,-0.5561,-0.5039,0.0209,-0.9337,-0.173],[-4.3397,0.0433,9.7707,16.8036,-1.4568,-0.7129,-0.5345,-0.8384,0.1438,-0.8889,-0.2396],[-4.7922,-0.3118,5.4824,12.8902,-0.3089,-1.7231,2.3962,-1.1843,0.2227,-0.7886,-0.0958],[-4.7561,-2.9378,9.8921,18.0956,-1.6766,-0.469,3.8433,-0.1207,0.2482,-0.7736,-0.0609],[-4.7954,-0.2139,8.2137,12.4023,-2.0342,-1.1615,0.0675,-0.775,-0.184,-1.0562,0.1201],[-3.4452,-0.8492,9.376,13.9889,-2.1188,-0.6138,-1.6048,-1.0947,-0.1424,-1.7459,0.0983]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_39604>\n<parameter=p_1_13>\nspruce_716\n</parameter>\n<parameter=p_2_60>\n55\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_39604>\n<parameter=p_1_13>\nspruce_716\n</parameter>\n<parameter=p_2_60>\n55\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_39604>\n<parameter=p_1_13>\nspruce_716\n</parameter>\n<parameter=p_2_60>\n55\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_39604>\n<parameter=p_1_13>\nspruce_716\n</parameter>\n<parameter=p_2_60>\n55\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_39604>\n<algorithm=p_1_13>algorithm</parameter>\n<algorithm=2_60>55</parameter>\n<algorithm=p_optional>brief</parameter>\n</function>\n</tool_call>","n_tokens":58,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0139","set":"practice","cohort":"need_clarification","family":"set_membership","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: return members common to both sets.\nSecond set identifier: not provided. First set identifier: \"cedar_392\".\nUnrelated archived note: maple_228, reference 092. These are not inputs to this request.","tools":[{"function":{"description":"Return members common to both sets. Inert synthetic operation.","name":"set_intersection","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"left":{"description":"First set identifier","type":"string"},"right":{"description":"Second set identifier","type":"string"}},"required":["left","right"],"type":"object"}},"type":"function"},{"function":{"description":"Return members in either set. Inert synthetic operation.","name":"set_union","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"left":{"description":"First set identifier","type":"string"},"right":{"description":"Second set identifier","type":"string"}},"required":["left","right"],"type":"object"}},"type":"function"}],"prompt_tokens":590,"decision":{"rms":0.3618667464382573,"sumsq":134.08925919007743,"hb":[-0.03773,-0.10815,-1.71036,-0.00815,-1.19652,-0.05566,-0.58916],"lse":23.36016520526149,"logits":[13.329,14.273,11.387,10.684,12.294,9.345,8.026,7.499,8.628,9.781,9.352,15.788,11.737,10.579,14.909,10.571,7.892,9.621,10.297,9.326,19.811,10.166,11.202,14.024,13.412,11.388,10.632,10.912,11.399,8.585,8.817,13.457,14.008,8.16,14.612,9.387,8.463,11.256,9.17,10.846,12.879,7.997,8.082,13.93,4.439,9.817,1.811,12.993,7.545,13.429,3.671,8.855,10.786,9.818,8.324,5.386,9.806,12.426,11.805,8.378,8.769,14.673,2.201,7.29,9.159,12.85,8.362,9.307,1.159,18.775,9.565,8.648,9.537,0.357,6.727,4.819,10.674,8.338,7.724,10.588,7.957,8.806,8.525,8.721,9.572,7.028,10.057,5.851,9.234,13.418,2.089,4.607,16.904,10.992,6.363,6.267,12.762,-2.179,2.346,4.788,7.962,8.407,0.472,8.504,0.114,13.704,10.148,6.089,7.742,9.378,7.279,10.799,5.727,5.377,5.771,10.536,15.663,6.743,6.708,9.584,12.289,9.767,12.216,13.892,13.632,12.627,4.8,10.321,8.797,8.283,1.979,8.31,4.631,6.274,11.132,9.345,5.021,14.204,5.626,9.314,8.906,14.564,14.016,4.033,2.837,6.384,12.787,0.038,16.656,2.807,-2.747,10.483,6.833,8.284,4.172,9.312,7.536,9.166,6.675,9.7,8.029,4.464,9.763,-1.938,8.041,4.827,9.515,6.209,-5.213,10.563,13.035,11.6,13.286,5.462,8.613,6.596,8.754,5.641,11.477,8.451,7.796,3.348,5.027,2.794,8.302,18.108,4.085,10.917,-1.955,10.386,9.803,4.719,12.518,13.499,6.461,4.498,7.993,12.262,9.43,3.362,5.314,14.962,5.454,2.758,11.687,7.659,11.501,10.906,5.199,14.172,3.401,11.395,14.443,4.215,10.868,6.878,-4.58,3.508,6.77,3.465,9.039,9.063,7.404,4.597,0.103,4.871,7.87,5.701,0.808,3.756,12.788,-0.252,4.353,5.536,8.555,11.826,4.253,11.453,5.914,9.809,8.84,5.828,3.908,4.216,8.065,13.194,0.866,-2.849,9.042,7.929,0.335,11.648,9.178,8.084,5.628,-0.663,10.986,13.352,7.353,12.689,10.724,9.905,4.917,2.884,4.178,7.82,0.378,10.333,6.326,12.539,0.59,3.892,1.849,2.623,3.011,7.214,8.339,6.009,5.43,1.053,12.972,8.741,2.118,6.353,4.908,7.827,0.307,8.888,10.837,11.469,9.451,6.617,11.044,7.14,8.068,11.637,9.192,11.563,14.687,6.841,9.881,6.582,5.063,8.617,6.991,4.418,7.308,11.482,3.809,14.716,6.149,4.354,13.272,2.192,-1.333,-0.762,8.388,6.704,-2.236,-0.374,3.98,9.779,6.976,6.516,7.751,9.407,-4.222,-1.62,7.112,9.146,17.452,8.487,1.003,12.282,12.987,6.759,10.968,3.262,5.193,5.726,-0.07,12.548,11.759,11.078,8.674,4.874,7.643,6.438,7.317,4.013,12.186,4.189,-1.47,6.113,10.818,12.235,7.067,11.997,8.896,6.771,3.032,4.606,-0.532,1.053,12.53,10.436,12.554,5.714,2.774,3.932,10.21,11.271,0.009,11.477,10.473,5.841,6.483,10.284,7.326,12.439,3.073,-3.082,15.634,2.709,8.287,1.482,1.645,2.305,11.054,12.491,1.537,12.03,3.243,13.315,-0.431,9.925,5.323,3.775,0.551,2.926,3.911,-4.503,5.643,1.873,10.629,1.802,9.752,11.742,-1.583,3.415,9.266,7.15,1.078,6.399,10.778,9.116,-1.796,13.18,7.03,9.781,7.326,11.622,3.298,9.127,5.68,8.26,5.132,1.22,15.2,-0.276,13.515,8.156,4.175,4.993,4.729,6.767,6.179,6.357,13.699,12.907,9.102,9.328,6.837,5.179,2.39,4.745,10.655,0.462,11.185,2.076,6.084,2.175,9.767,-0.996,4.947,3.631,10.23,7.455,3.635,-0.609,1.82,11.451,9.615,5.009,9.386,2.258,-0.275,2.567,7.835,7.628,7.104,12.444,7.8,-0.991,2.334,1.758,0.565,6.997,3.006,1.93,8.771,5.694,9.548,0.839,5.818,10.909,-0.09,8.432,17.631,9.007,5.795,6.791,5.539,11.521,6.061,4.761,12.561,0.659,7.63,3.306,8.413,1.523,2.528,5.085,2.19,4.094,1.59,6.475,9.282,11.38,3.307,9.246,-0.294,5.235,8.036,5.295,8.03,13.013,8.581,6.715,8.422,3.727,-0.08,-1.401,6.211,4.666,1.434,-2.167,2.026,7.106,4.73,5.283,3.012,6.445,6.174,5.009,6.298,4.864,3.705,7.368,5.068,2.507,1.16,11.024,1.77,5.337,9.91,6.996,5.668,5.292,2.482,5.433,-1.493,1.354,6.375,9.403,3.492,9.279,3.801,8.022,7.917,6.219,-1.931,3.331,7.386,10.428,9.063,4.006,8.276,2.434,-0.289,4.163,6.214,9.039,1.572,6.642,-2.728,6.454,7.946,0.571,2.577,7.935,10.759,-0.542,2.733,0.82,6.131,0.244,10.461,-0.176,10.782,9.045,-1.968,5.769,11.399,2.117,2.777,3.974,7.459,11.092,2.723,8.083,7.822,0.797,10.712,8.989,-0.711,-2.409,-3.958,1.257,6.515,11.423,9.817,7.702,-2.103,8.886,5.59,7.269,5.509,6.071,11.411,8.421,5.521,2.777,2.403,11.387,3.512,9.604,-2.881,3.583,5.746,1.852,2.583,3.136,8.583,10.594,7.102,1.772,0.28,7.062,9.106,0.399,3.983,6.019,6.161,6.941,5.092,-2.336,4.618,3.266,-0.611,2.636,6.511,7.921,-3.338,1.565,-1.24,13.149,-0.852,4.188,8.337,4.4,7.193,8.969,2.536,6.227,5.357,-2.031,4.184,10.443,-4.49,-0.216,4.575,4.355,1.008,6.793,7.389,7.061,0.474,4.302,4.409,2.628,7.068,10.407,1.458,2.086,1.45,8.618,5.185,7.823,3.887,5.619,10.167,6.033,3.622,5.301,1.43,2.736,6.625,2.163,5.849,2.297,2.254,0.398,13.024,-1.672,5.101,4.666,1.219,3.328,7.903,0.031,7.808,10.142,1.873,2.265,5.807,7.053,5.102,5.098,4.98,1.875,5.366,3.545,4.771,7.002,-1.244,5.564,7.357,4.493,5.359,1.135,3.813,4.459,-0.422,8.16,7.379,3.567,12.059,2.956,6.25,7.988,4.822,4.883,8.984,1.682,2.582,4.486,4.968,0.944,-0.027,7.399,2.509,0.833,6.338,3.25,-4.959,3.024,7.76,2.064,2.965,-3.325,2.821,9.061,5.358,4.898,-1.628,1.976,-0.395,2.391,-2.072,-3.949,4.524,7.439,2.059,-2.017,2.327,4.653,3.048,5.691,10.11,-3.423,5.288,5.467,4.129,5.993,5.946,0.6,1.859,2.551,9.037,0.436,-0.547,5.16,2.472,-1.394,-0.692,0.546,2.689,-0.735,2.232,6.564,0.679,7.598,3.881,2.344,-1.271,0.177,-2.13,1.921,1.24,0.963,3.99,1.142,5.591,0.964,5.348,2.652,-1.079,-0.034,0.035,5.957,2.274,4.239,5.164,4.5,-1.389,3.575,-0.162,3.19,2.566,-4.057,1.905,2.465,0.889,0.613,1.383,-1.094,2.044,11.08,10.031,2.948,3.927,3.101,5.3,5.683,0.962,-0.139,2.496,2.791,-1.376,1.474,-0.04,-4.618,4.76,0.331,2.723,-0.067,2.96,0.119,-1.675,3.081,-1.379,4.784,0.829,0.381,2.492,-0.716,-1.044,-1.846,2.735,0.393,0.202,1.915,1.516,0.222,1.956,3.35,1.053,-1.58,-0.626,1.507,1.501,1.158,2.327,1.526,4.561,3.208,-1.369,-2.03,6.881,3.45,1.677,0.285,5.107,3.072,1.978,-1.397,0.264,-0.013,-1.427,4.596,0.279,1.94,2.103,6.366,1.182,2.006,3.296,3.582,-0.703,3.257,-3.836,2.672,-0.102,2.199,4.229,1.758,1.355,1.727,-5.702,-1.873,2.736,-1.253,0.482,0.938,2.037,4.478,-1.21,7.076,0.458,4.301,2.411,1.767,0.706,0.307,5.232,2.562,0.798,3.835,-0.283,-0.006,2.103,5.569,-0.433,5.368,0.909,3.664,0.96,-0.948,3.804,3.491,3.783,1.188,1.333,2.392,-2.407,0.127,-0.86,-1.47,2.013,-0.941,-0.614,-1.302,1.103,0.753,1.946,5.062,4.152,-1.057,1.549,1.899,0.091,-0.156,-0.296,3.84,1.193,-1.054,7.437,1.348,3.468,3.975,5.835,0.551,4.125,-1.297,3.504,2.214,-0.148,-0.302,-3.092,-0.369,2.844,4.29,0.535,4.624,3.249,3.541,0.058,3.649,3.189,0.38,5.268,0.407,4.555,3.05,-0.372,-2.463,-0.368,1.468,-0.031,-1.769,1.252,0.164,2.585,-1.42,4.831,0.94,-0.438,0.434,4.499,3.353,2.213,4.364,3.977,0.942,-4.855,10.351,23.295,9.458,11.909,11.451,16.338,13.741],"base_top":[[248058,23.295],[40,19.811],[760,18.775],[3928,18.108],[27775,17.631],[12189,17.452],[1206,16.904],[2665,16.656],[248068,16.338],[27,15.788]]},"positions":{"tokens":[248058,198,27,1628,66473,79712,29,198,27,15704,28,2282,29,198,1931,277,62,18,24,17,198,510,15704,29,198,27,15704,28,1246,29,198,1856,3766,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=set","_intersection",">","\n","<","parameter","=","left",">","\n","ced","ar","_","3","9","2","\n","</","parameter",">","\n","<","parameter","=","right",">","\n","not"," provided","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[0.7926,0.3078,0.9515,-0.1191,-1.9138,0.5378,-0.773,-0.015,0.148,-0.8077,0.0175],[-3.4877,0.4243,7.9047,15.3801,-1.2836,-1.7363,1.3098,-0.9186,0.0028,-0.6045,-0.4705],[-4.1756,-0.4698,11.2143,18.8708,-1.6937,-0.9199,-0.1145,-0.3332,0.0771,-0.7552,-0.1997],[-1.8575,-1.0985,10.8762,17.8404,-2.6393,0.2338,0.4581,-0.9708,0.0767,-0.8034,-0.1266],[-2.0225,-1.9869,11.1729,18.5119,-2.6858,-0.8499,-2.0513,-0.599,0.1439,-1.1864,0.2934],[-3.6459,-1.6884,10.8359,18.3192,-1.4873,-1.6051,-2.8491,-1.0366,0.1996,-1.2046,0.3619],[-4.1255,-1.7645,10.0621,20.078,-0.2168,-1.6134,0.0547,-0.6705,-0.095,-1.3393,0.2843],[-4.7893,0.5476,10.8573,20.4197,-1.5029,-0.9061,-0.0842,-0.3235,-0.0188,-1.1719,0.1867],[-3.671,0.0482,11.1897,16.4804,-1.4812,-0.3527,-0.3289,-0.4514,-0.2111,-1.1403,-0.0273],[-0.6274,-0.795,9.8062,16.8469,-3.7637,-0.8193,2.1571,-0.3543,-0.2186,-1.0275,0.0874],[-1.01,-0.7289,10.2019,17.6937,-3.2522,-0.529,-2.443,-0.5486,-0.2804,-1.2148,0.6146],[-0.848,-0.7877,11.8893,16.3729,-2.0584,-0.9741,-1.9155,-1.1609,-0.1731,-1.5316,0.0479],[-3.5512,-1.7803,11.4209,20.8747,-2.2714,-2.5305,1.0661,-0.7441,-0.0158,-1.387,0.0887],[-2.3565,-0.8134,16.6347,18.5319,-3.464,-0.9414,1.2489,-0.2257,0.3704,-1.2046,-0.0703],[0.0332,-0.2291,20.2792,14.3253,-1.3834,-1.2442,-1.4844,-0.4727,0.2669,-1.2467,-0.107],[-2.9216,-2.9387,14.0155,21.2353,-1.3195,-0.4931,0.3398,-1.125,0.1302,-1.0749,0.0507],[-4.2963,-1.5022,12.9705,22.6951,-1.8182,-0.6717,0.8721,-1.5142,0.2889,-1.6772,0.0596],[-3.4502,-2.8193,16.1035,21.5293,-2.0784,-1.6367,-0.7815,-0.4821,0.0504,-1.6744,-0.5859],[-3.1213,-2.9436,14.5379,20.804,0.203,-1.7984,0.4332,-0.9957,0.0528,-1.5231,-0.4245],[-3.9782,-1.4316,13.0558,21.9165,-0.9811,-1.2618,0.5971,-1.5754,0.4737,-1.7046,-0.3552],[-2.6245,-0.0306,11.4761,21.5568,-0.3812,-2.0403,0.176,-0.6866,0.0735,-1.4425,-0.2744],[-3.5173,0.1958,12.7962,19.684,-1.7206,-0.1755,0.1522,-0.2088,0.0438,-1.291,-0.5329],[-2.4064,0.8233,11.8701,17.0066,-1.6731,-0.974,0.7571,-0.4224,-0.0019,-0.6896,-0.5412],[-3.2278,0.9553,9.7346,21.0589,-0.8834,-2.3424,1.0571,-0.876,0.1237,-1.2665,-0.0266],[-1.8643,0.4092,11.8451,19.4335,-0.4275,-0.0338,1.8032,-0.2215,0.2099,-1.3381,-0.2208],[-1.6582,1.744,9.9592,16.6456,-1.2464,-0.4396,-0.1621,-0.7447,-0.2264,-1.19,-0.1966],[0.6373,0.1646,11.4665,17.986,-2.459,-0.7042,2.0017,-0.4265,-0.1561,-0.9702,-0.0232],[-0.7142,0.4568,11.0851,17.8673,-2.4549,-0.3132,-1.8878,-0.4164,-0.1274,-1.2671,0.4582],[0.2246,-0.0898,12.0992,17.6792,-1.4205,-0.9219,-1.4135,-1.1981,-0.1527,-1.3757,-0.198],[0.0764,0.9907,7.9201,16.9807,-0.5462,-2.7061,-0.2723,-0.9206,-0.3058,-1.5974,0.1617],[-0.4643,1.3393,12.6181,17.7078,-1.2859,-2.2235,0.764,-0.5264,-0.0775,-1.4489,-0.2121],[0.9585,1.3465,16.228,12.5799,-0.4024,-2.5479,-1.5925,-0.5295,0.0016,-1.2769,-0.254],[-1.6291,-1.0221,10.676,20.02,-0.9471,-1.105,-0.2992,-0.9245,0.0982,-1.4019,-0.1412],[-1.1632,0.4665,9.8726,21.1577,-1.0497,-1.9732,1.1014,-0.8763,0.0875,-1.9803,-0.0791],[-2.8099,-0.2459,12.0997,19.4061,-1.3852,-0.6068,0.6518,-0.5324,0.1527,-1.5596,-0.4873],[-2.3091,0.0708,11.7636,18.7231,-1.4257,-0.7927,0.7349,-0.5145,0.0182,-0.7389,-0.6292],[-3.2368,0.1952,9.4868,20.8346,-1.0463,-2.7196,0.3935,-0.6994,0.1606,-1.2348,-0.0701],[-1.5478,-0.1447,9.2621,20.4901,-1.1188,-1.1809,1.1433,-0.3079,-0.2366,-1.3901,-0.0559],[-2.7833,0.718,9.749,16.0795,-1.2621,-0.667,-0.303,-0.5978,-0.1898,-1.161,-0.0978],[-4.1136,0.1791,10.0346,16.2408,-2.0447,-0.0741,-0.4598,-0.8664,0.0412,-0.9254,-0.3862],[-4.3548,-0.4438,5.6555,12.3906,-0.6372,-1.6372,2.134,-1.0743,0.2487,-0.7205,-0.2775],[-2.9549,-2.3498,11.1288,17.9914,-1.0126,-1.1178,1.7179,0.1804,0.3703,-0.8537,-0.0457],[-4.296,-0.5018,9.1784,13.2814,-1.6674,-0.8649,-0.1371,-0.6613,-0.0605,-1.2424,0.215],[-3.1708,-0.1765,10.41,14.6964,-2.039,-0.47,-1.554,-0.9995,-0.0795,-1.5816,0.1023]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=set_intersection>\n<parameter=left>\ncedar_392\n</parameter>\n<parameter=right>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"INENENONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONO","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":40,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=set_intersection>\n<parameter=left>\ncedar_392\n</parameter>\n<parameter=right>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=set_intersection>\n<parameter=left>\ncedar_392\n</parameter>\n<parameter=right>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=set_intersection>\n<maßen>\n{\"left\": \"cedar_392\", \"right\": \"not provided\"}\n</maßen>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0024","set":"practice","cohort":"valid_call","family":"access_control","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> revoke_access {\"group\": \"maple_205\", \"member\": \"049\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please remove a member access to a group.\nGroup identifier: \"maple_205\". Member identifier: \"049\".\nUnrelated archived note: birch_375, reference 018. These are not inputs to this request.","tools":[{"function":{"description":"Remove a member access to a group. Inert synthetic operation.","name":"revoke_access","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"group":{"description":"Group identifier","type":"string"},"member":{"description":"Member identifier","type":"string"}},"required":["member","group"],"type":"object"}},"type":"function"},{"function":{"description":"Give a member access to a group. Inert synthetic operation.","name":"grant_access","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"group":{"description":"Group identifier","type":"string"},"member":{"description":"Member identifier","type":"string"}},"required":["member","group"],"type":"object"}},"type":"function"}],"prompt_tokens":587,"decision":{"rms":0.36263555258375274,"sumsq":134.65962905366905,"hb":[-0.01459,0.00513,-1.99976,0.1439,-1.53013,0.0898,-0.52374],"lse":24.20738854576099,"logits":[13.17,12.105,11.267,10.859,10.496,9.772,6.914,6.273,9.403,10.169,9.626,17.073,11.824,9.132,13.75,9.949,8.26,8.884,12.838,9.163,20.685,9.219,10.856,13.089,13.214,11.266,13.389,9.01,10.889,10.689,8.902,14.411,13.924,8.915,12.3,8.712,8.846,11.284,8.647,10.084,11.712,10.556,7.245,12.009,2.997,5.54,-0.32,11.568,5.929,12.817,6.265,9.891,9.994,7.371,8.943,6.496,8.855,12.452,9.965,6.53,7.394,13.512,3.605,8.036,9.33,12.138,6.571,12.995,2.884,17.057,11.954,6.739,8.127,-0.256,7.789,2.068,9.102,5.484,7.748,7.782,9.201,9.837,7.332,7.999,10.789,5.989,9.837,5.264,7.881,12.42,0.481,2.992,14.366,11.677,4.779,6.995,11.799,-4.259,2.507,5.005,6.478,7.663,-0.623,6.279,-0.119,12.605,9.059,4.35,7.045,10.163,6.422,9.698,5.048,6.181,8.144,9.932,15.945,4.34,6.053,7.294,12.762,9.932,12.725,13.162,11.948,11.457,1.653,11.111,8.462,8.408,0.547,6.159,3.078,6.013,12.319,6.19,2.765,12.174,3.148,8.094,8.007,12.913,13.228,5.423,-0.804,5.792,10.767,-0.288,15.658,2.592,-0.69,8.508,5.872,6.652,4.82,7.966,5.772,8.852,7.107,8.835,6.548,3.723,8.513,-0.242,8.191,4.04,7.717,4.022,-6.454,7.615,10.63,10.702,12.469,5.197,8.32,5.137,5.868,7.521,10.863,6.636,7.068,3.416,4.829,5.021,7.62,15.579,5.545,11.973,-1.75,9.721,9.034,3.658,9.968,11.692,3.483,3.461,9.264,10.236,7.865,0.854,7.338,12.695,5.444,2.39,11.644,6.363,7.696,5.852,4.11,9.907,2.453,11.384,15.481,2.866,7.963,3.755,-4.77,1.342,3.65,2.776,6.708,6.512,8.29,3.9,-0.768,4.423,7.339,5.97,-0.475,1.703,9.225,-2.739,1.722,6.84,7.679,11.631,1.835,9.291,5.814,7.922,6.05,3.596,2.054,4.24,4.759,11.723,-0.746,-5.591,7.527,9.21,1.141,10.814,8.042,7.998,4.504,-3.126,11.932,13.574,5.821,10.506,7.288,9.899,5.945,1.624,6.421,4.012,0.775,9.497,4.914,14.451,0.813,1.716,1.198,-0.534,1.018,7.051,6.298,5.182,6.318,0.63,9.717,9.316,1.284,3.952,4.116,10.415,-3.326,8.015,11.857,11.152,8.834,6.08,10.044,7.011,7.289,8.845,8.768,10.237,13.014,9.838,10.057,4.617,5.253,9.134,4.89,4.401,3.498,11.315,2.849,9.586,6.61,4.708,12.891,4.197,-1.135,-3.821,7.794,5.527,-3.689,-0.942,3.914,9.234,7.466,6.043,9.111,9.588,-4.063,-3.027,7.59,8.9,13.621,8.482,2.78,8.97,13.766,6.134,8.555,1.749,3.167,4.873,-2.739,10.881,13.466,11.476,9.422,3.465,7.193,4.516,6.334,1.749,10.025,3.955,-1.586,6.341,9.653,11.69,5.445,9.78,10.085,8.983,0.556,3.488,0.51,0.854,11.883,9.67,12.501,4.82,3.946,4.064,9.446,11.574,1.468,4.708,10.138,4.542,4.504,9.638,6.875,13.18,3.797,-4.642,12.395,3.5,10.496,4.628,1.722,3.084,8.144,12.292,2.193,11.101,3.217,10.166,-1.488,10.153,6.225,2.391,-0.214,1.001,3.324,-3.674,4.974,1.652,10.79,0.593,8.219,12.593,-3.281,4.831,10.114,8.259,-0.677,4.209,8.466,8.785,-1.747,11.644,5.981,9.303,7.964,9.325,2.413,6.754,5.396,9.913,4.71,1.569,11.873,-0.507,12.496,9.831,4.453,4.732,1.895,4.258,8.401,4.955,11.501,11.981,7.992,6.39,6.922,3.999,1.285,2.751,10.524,0.619,11.116,0.917,6.922,-0.163,10.703,-2.876,3.879,1.889,8.552,5.231,3.998,-0.306,2.522,9.901,8.708,4.626,7.989,2.566,0.189,2.437,7.393,6.198,5.976,12.52,5.561,-0.314,2.893,1.759,0.631,7.557,5.451,2.676,7.778,4.727,9.747,-0.118,5.378,9.312,-0.98,6.685,15.23,8.048,4.326,5.566,5.046,8.487,4.432,4.645,11.489,0.991,8.357,1.929,5.155,0.155,3.077,6.48,-0.48,3.466,-1.856,4.36,10.69,13.557,1.065,8.658,-1.299,3.634,8.258,3.68,5.97,12.667,4.122,6.915,8.21,2.411,1.756,-2.329,5.561,6.082,-0.393,-2.596,-0.709,7.076,4.549,4.676,2.484,5.098,4.181,5.254,6.682,4.657,4.772,5.368,3.38,0.911,1.566,10.21,1.196,3.671,10.132,5.353,4.793,6.378,1.751,4.557,-2.612,1.769,9.675,10.248,4.674,10.768,2.355,7.274,9.167,4.708,-1.674,2.602,8.267,10.332,6.002,2.41,9.504,4.254,-0.995,5.483,5.093,8.077,0.97,3.14,-1.702,4.098,5.628,0.524,2.518,6.249,8.562,0.595,1.899,1.648,6.178,0.106,10.764,-2.346,9.599,8.004,-2.565,4.176,10.652,-1.212,2.332,3.239,4.948,13.338,1.161,5.954,7.791,3.325,10.823,9.163,-0.183,-1.083,-3.818,-0.003,6.696,10.149,6.466,6.801,-3.505,6.633,1.71,6.88,2.044,6.704,9.72,7.066,3.957,2.302,5.091,11.261,3.917,8.66,-3.568,5.344,6.634,1.389,0.898,3.234,7.156,11.802,5.885,-1.755,0.051,4.937,9.128,0.496,3.588,5.743,6.652,7.304,6.418,-3.235,3.425,2.571,-1.199,1.654,9.366,6.02,-4.363,0.872,-3.144,10.082,-1.681,2.975,8.455,4.202,4.758,13.614,1.895,5.93,6.717,-0.988,5.129,8.93,-5.066,-0.428,1.595,5.0,-0.044,5.811,7.156,7.03,0.42,1.796,4.361,1.55,7.07,10.034,3.431,2.125,-1.359,9.608,2.951,7.358,4.568,5.526,10.683,5.909,4.416,5.148,0.937,2.536,5.483,1.08,3.832,2.377,-1.994,0.269,12.383,-2.03,5.748,2.521,-0.991,5.026,8.669,-2.354,7.465,11.849,2.115,0.392,4.257,5.167,4.142,2.273,3.873,1.598,3.513,3.036,1.835,8.777,-0.778,9.968,7.375,4.626,3.303,-0.343,4.609,6.728,0.023,7.946,8.3,2.564,12.812,2.208,3.273,4.415,5.937,3.975,8.942,3.8,0.923,3.322,6.519,0.908,-1.925,8.758,-2.312,1.343,6.569,3.838,-4.124,1.787,8.962,-0.696,2.899,-2.553,2.58,8.922,7.52,3.662,-1.52,2.564,-0.664,4.032,-0.719,-3.339,5.529,6.711,-0.672,-0.915,2.351,7.874,1.166,6.347,11.751,-3.867,4.893,7.181,4.554,5.222,9.033,-2.733,3.073,1.57,7.51,-1.245,0.404,4.717,1.428,-0.775,-2.929,-1.247,1.2,-0.241,1.575,4.059,-1.209,6.396,2.377,0.049,-2.399,-1.349,-1.572,1.06,1.583,1.117,3.8,-0.419,4.436,0.662,5.921,2.425,-1.958,0.209,-0.868,1.221,2.192,3.463,2.651,3.915,-0.283,2.897,1.441,-0.332,0.205,-3.014,1.786,1.059,1.353,-0.577,0.557,-1.155,0.525,12.198,9.719,1.538,2.868,2.204,1.216,2.924,-0.521,-1.36,2.475,1.187,-1.479,0.274,-0.929,-5.381,5.621,-0.494,1.951,-1.919,2.551,-2.345,-2.676,3.853,-1.196,-1.72,0.969,0.925,0.578,-1.487,-0.78,-2.098,2.09,0.528,0.315,0.524,-0.122,-0.454,1.528,0.852,-0.103,0.123,-3.276,-1.083,0.734,0.404,2.477,3.303,4.111,1.999,-2.132,-4.257,3.993,2.284,0.206,0.61,2.857,3.744,0.497,-2.884,0.562,-1.861,0.213,3.492,-2.077,2.5,1.278,5.29,2.87,1.446,4.064,3.993,-0.638,2.666,-0.976,-0.98,1.253,0.503,4.545,2.213,-0.177,2.838,-4.39,-1.52,3.702,0.487,-0.239,0.651,2.848,3.305,-1.312,5.19,-0.924,3.433,3.109,1.207,0.156,-2.732,4.311,1.57,0.141,1.591,-3.67,-0.93,2.579,4.812,-0.036,1.678,1.093,1.959,0.281,-0.624,4.768,4.728,3.069,1.061,-0.808,1.309,-2.734,-1.029,0.629,-3.816,1.442,-1.003,0.666,-2.034,0.36,-1.163,0.179,4.114,2.233,-2.0,1.366,0.178,-1.314,0.136,0.288,3.646,1.473,-0.393,5.259,1.462,1.399,3.949,4.116,-0.297,2.37,-1.922,2.107,0.056,-0.152,-0.827,-3.331,-1.239,3.008,2.915,0.657,2.813,3.989,2.252,-0.72,3.335,0.782,1.838,3.638,0.725,2.735,3.829,-2.343,-2.196,-1.546,0.608,-2.037,-2.633,-0.444,-0.25,1.509,-4.505,1.487,1.941,-2.356,-0.278,2.314,3.013,-1.303,4.036,2.713,1.851,-3.2,10.626,24.173,9.65,12.734,11.589,15.49,14.022],"base_top":[[248058,24.173],[40,20.685],[27,17.073],[760,17.057],[1919,15.945],[2665,15.658],[3928,15.579],[248068,15.49],[5328,15.481],[27775,15.23]]},"positions":{"tokens":[248058,198,27,1628,47980,7378,12394,29,198,27,15704,28,3938,29,198,2117,273,62,17,15,20,198,510,15704,29,198,27,15704,28,9311,29,198,15,19,24,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=re","voke","_access",">","\n","<","parameter","=","group",">","\n","map","le","_","2","0","5","\n","</","parameter",">","\n","<","parameter","=","member",">","\n","0","4","9","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.9423,0.3677,-0.9441,-0.4486,-1.7424,0.6846,-0.5678,-0.0159,0.0699,-0.662,-0.0378],[-3.6953,0.8793,7.8938,15.1119,-1.2876,-1.8102,1.465,-0.8847,0.0703,-0.5433,-0.3379],[-4.6207,-0.0995,11.2601,18.2521,-1.9773,-0.3155,-0.4037,-0.4177,0.1244,-0.8283,-0.2505],[-2.0572,-0.1072,10.3444,16.4096,-2.2981,0.1302,1.0662,-0.9977,-0.0082,-0.5895,-0.0962],[-2.6348,-0.5817,11.1529,18.4138,-2.5209,-0.7463,-2.2409,-0.56,0.1529,-0.8678,0.2937],[-2.0585,-0.916,10.4783,17.9696,-0.9317,-1.3601,-0.5424,-0.7971,0.1274,-0.869,0.1693],[-2.7856,-0.9473,10.7791,21.5994,-1.0515,-1.482,-0.672,-1.0322,0.1598,-1.6282,0.1784],[-5.3785,-0.9158,10.2096,22.3324,-1.1993,-1.236,0.3819,-0.4611,-0.017,-1.0918,-0.0341],[-5.6496,0.3102,11.3768,21.4325,-1.9719,-1.5783,1.2443,-0.0348,-0.0401,-0.8434,-0.0392],[-5.4307,-0.3034,12.3331,18.3395,-1.8874,-0.9871,0.3164,-0.258,-0.3074,-1.0812,-0.1587],[-1.1417,-1.2303,10.838,16.6003,-2.6211,-0.8569,3.2404,-0.3856,-0.3393,-0.6814,-0.0159],[-1.7717,-0.4714,10.6946,17.4646,-2.4874,-1.1316,-1.0974,-0.5252,-0.2387,-1.0592,0.4209],[-1.5825,-0.469,13.1905,15.3672,-0.9246,-1.3158,-1.2019,-0.9887,-0.2449,-1.2533,-0.1167],[-4.5462,-2.8694,11.496,22.4386,-2.7177,-2.236,1.1651,-0.5598,-0.153,-1.3084,0.1058],[-4.2209,-1.1888,16.4399,19.9597,-3.3488,-1.0525,2.4547,-0.286,0.2606,-1.3663,0.0794],[-2.62,-1.3282,20.3566,16.4174,-1.9046,-1.2372,-0.024,-0.526,0.0972,-1.3563,0.1132],[-3.2262,-1.4385,14.0498,20.7126,-0.632,-0.1967,-0.4102,-1.3259,0.2578,-1.3708,0.1495],[-4.523,-1.0937,13.3602,22.9137,-2.4623,0.0075,1.078,-1.3535,0.3027,-1.25,-0.0243],[-2.8557,-2.5683,16.3891,21.5362,-2.2039,-0.8537,0.3275,-0.4735,0.1139,-1.4018,-0.6466],[-3.1402,-1.7464,13.6669,21.2199,-1.1453,-1.1669,-0.6063,-1.2955,-0.0418,-1.4988,-0.4724],[-3.3462,-1.2578,14.0836,21.6767,-1.0623,-2.8394,-0.6999,-1.2156,0.3172,-1.1877,-0.3064],[-4.4225,-0.9394,12.6302,22.7306,-1.3421,-2.0593,1.3839,-0.6058,0.1574,-1.2461,-0.2031],[-5.4977,-0.9386,12.9349,20.5333,-2.0442,-0.7468,0.352,-0.3797,0.0972,-1.2712,-0.6228],[-3.2128,0.4408,11.0257,16.2265,-1.7362,-0.5079,1.2044,-0.3185,0.0381,-0.6346,-0.608],[-5.3371,-0.4062,11.6006,21.66,-1.9627,-2.6319,1.1405,-0.6984,0.0697,-1.2565,-0.3326],[-3.4174,-0.2127,12.5575,20.9656,-2.7429,-0.5586,1.5569,-0.2833,0.3386,-1.2507,-0.414],[-5.5707,-0.5299,11.5464,18.655,-2.3701,-0.0065,-0.3217,-0.2051,-0.2018,-0.8895,-0.4092],[-2.2772,-0.9068,12.282,18.421,-3.5418,-0.9103,2.2878,-0.197,-0.2409,-0.5865,-0.2925],[-2.6635,-0.8556,11.5541,18.1902,-3.8473,-0.6096,-0.4466,-0.2285,-0.1595,-1.0157,0.1847],[-1.9826,-0.7924,13.914,18.5686,-2.3633,-0.924,-1.0965,-0.9082,-0.1895,-1.186,-0.3975],[-4.3129,-1.2207,11.3846,22.6485,-3.0086,-1.3053,-0.1763,-0.7321,-0.1476,-1.4499,0.0728],[-3.5588,-0.8935,14.5907,21.8546,-4.0126,-0.9143,1.1731,-0.4211,0.2563,-1.1526,-0.3738],[-2.353,-1.1298,18.6365,19.2684,-3.0682,-1.0143,-2.0711,-0.3699,0.1098,-1.144,-0.4687],[-3.1431,-2.5837,14.6501,21.8307,-0.8675,-2.0193,-0.9373,-0.8712,0.1821,-1.3623,-0.6912],[-3.8725,-2.2881,13.3577,21.4921,-0.9072,-1.9534,0.107,-0.905,0.1192,-1.6742,-0.3928],[-4.3001,-1.3606,10.6,21.5736,-0.9815,-1.8743,1.0517,-0.472,0.1623,-1.3002,-0.3419],[-4.3212,-1.3156,12.3159,19.7487,-1.7364,-0.8198,0.8977,-0.4075,0.1644,-1.2931,-0.5311],[-2.7009,0.6031,11.5158,17.2089,-1.1583,-0.5186,1.2441,-0.6104,0.0964,-0.6755,-0.5549],[-2.8444,-0.1933,9.4171,20.7962,-1.0469,-2.5551,0.3509,-0.6885,0.2935,-1.1889,-0.0579],[-3.0955,-0.1563,10.1449,21.7275,-0.8286,-0.81,2.1662,-0.3604,0.0104,-1.2125,-0.1752],[-3.104,0.3592,10.1238,16.3595,-0.9521,-0.9129,-0.462,-0.6816,-0.1763,-1.1481,-0.2579],[-3.6565,0.0572,10.72,17.401,-2.1686,-0.2059,-0.733,-0.9141,0.0508,-0.9877,-0.3433],[-4.268,-0.159,5.7352,13.4428,-0.8259,-1.6538,1.4761,-0.9811,0.2014,-0.7795,-0.1228],[-4.6629,-2.5804,10.3209,18.9741,-1.0616,-0.6884,2.3269,0.1879,0.2242,-0.8808,-0.2033],[-4.8315,-0.093,8.1083,12.8205,-2.2235,-1.2704,-0.8935,-0.566,-0.086,-1.0121,0.1737],[-3.3547,-0.2405,9.8504,13.9755,-2.2813,-0.2137,-2.0746,-0.939,-0.0322,-1.5615,0.0513]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=revoke_access>\n<parameter=group>\nmaple_205\n</parameter>\n<parameter=member>\n049\n</parameter>\n</function>\n</tool_call>","n_tokens":46,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=revoke_access>\n<parameter=group>\nmaple_205\n</parameter>\n<parameter=member>\n049\n</parameter>\n</function>\n</tool_call>","n_tokens":46,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=revoke_access>\n<parameter=group>\nmaple_205\n</parameter>\n<parameter=member>\n049\n</parameter>\n</function>\n</tool_call>","n_tokens":46,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=revoke_access>\n<parameter=group>\nmaple_205\n</parameter>\n<parameter=member>\n049\n</parameter>\n</function>\n</tool_call>","n_tokens":46,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=revoke_access>\n<maßen>\ngroup=\"maple_205\"\n</parameter>\n<parameter=member>\n049\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0130","set":"practice","cohort":"no_tool","family":"text_case","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to change stored text to lowercase. Do not access or change stored data.\nStored text identifier: \"spruce_483\".\nUnrelated archived note: cedar_165, reference 094. These are not inputs to this request.","tools":[{"function":{"description":"Change stored text to uppercase. Inert synthetic operation.","name":"uppercase_text","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"text":{"description":"Stored text identifier","type":"string"}},"required":["text"],"type":"object"}},"type":"function"},{"function":{"description":"Change stored text to lowercase. Inert synthetic operation.","name":"lowercase_text","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"text":{"description":"Stored text identifier","type":"string"}},"required":["text"],"type":"object"}},"type":"function"}],"prompt_tokens":559,"decision":{"rms":0.3392654218279398,"sumsq":117.86242708284408,"hb":[-0.09119,-0.02277,-0.78884,0.01729,-0.36585,0.09812,-0.54856],"lse":20.254079289229555,"logits":[13.822,13.682,12.766,12.229,12.23,9.759,8.431,9.742,9.013,10.974,7.258,14.863,11.753,7.481,11.961,10.164,8.36,8.436,8.322,9.609,18.866,9.446,9.099,15.749,10.636,10.574,8.943,9.9,12.12,8.234,8.613,11.902,13.173,7.23,10.197,8.553,6.791,10.37,6.78,6.808,12.512,6.053,8.02,10.443,9.938,7.52,2.288,9.26,5.703,13.649,2.089,6.894,7.559,8.134,7.768,6.301,8.073,11.722,10.08,6.21,6.31,13.802,0.421,6.545,7.745,9.855,6.138,10.927,0.408,17.293,11.35,11.165,8.655,2.426,12.06,2.951,7.083,7.586,10.524,11.265,8.565,8.508,9.658,10.006,9.72,8.45,7.797,-0.439,11.648,10.008,-1.742,5.552,17.2,7.171,7.159,5.862,11.005,-5.343,0.674,3.167,6.032,7.617,2.305,13.133,0.793,13.266,10.254,3.386,5.179,9.278,5.647,9.726,5.978,4.266,7.646,10.684,15.738,6.334,8.309,13.279,12.16,10.964,13.561,14.195,15.671,12.979,2.705,10.291,6.548,6.504,4.012,8.102,4.573,6.82,6.794,8.632,8.898,12.851,3.874,7.135,7.63,15.117,14.697,4.873,1.017,7.281,12.209,-3.261,17.939,1.437,-4.019,8.683,5.583,7.628,1.505,12.297,6.956,7.218,6.185,8.144,6.756,5.226,10.256,-1.806,7.881,5.505,8.408,8.181,-5.456,11.036,10.06,12.54,14.849,6.85,6.78,8.852,13.902,6.02,11.476,6.506,8.388,3.711,5.41,2.191,7.364,16.661,14.728,10.081,2.764,10.254,10.127,3.64,12.89,9.382,7.266,5.374,8.169,15.7,6.858,3.481,7.571,12.779,3.65,1.305,11.211,9.303,14.341,9.53,0.379,9.292,4.841,15.616,14.478,1.954,8.276,2.453,-2.19,6.752,-1.17,0.019,14.05,7.067,7.421,0.803,-2.894,6.896,9.193,2.243,-1.029,3.16,9.912,0.03,2.324,8.844,8.826,9.883,7.734,8.625,4.668,10.673,5.376,1.632,6.188,2.135,5.923,8.596,-1.163,1.182,12.452,7.996,0.822,11.013,10.059,10.783,7.011,2.583,8.783,12.56,8.009,11.803,13.585,9.523,2.901,3.665,6.437,11.744,2.711,8.552,4.376,13.043,-2.015,0.435,0.031,3.247,0.989,12.867,8.006,5.87,5.982,1.895,16.745,15.159,-1.298,6.657,5.31,6.902,-3.747,15.731,11.209,11.624,11.497,5.002,13.856,10.285,9.672,8.089,9.711,12.394,11.756,6.434,11.612,7.196,3.766,9.124,6.721,2.828,10.599,13.409,-1.324,9.112,8.922,8.378,14.527,10.175,-1.466,1.899,8.288,4.308,-2.224,1.574,1.318,9.175,9.161,4.567,4.16,11.328,-4.197,-1.115,10.704,9.661,15.756,9.169,3.651,11.661,13.491,1.217,10.427,1.577,3.252,6.608,0.731,10.447,13.07,10.786,5.781,7.285,7.655,9.165,7.771,7.017,13.947,4.255,0.302,-0.922,8.545,11.1,9.646,10.38,8.658,7.24,0.521,5.226,-0.478,-0.957,13.604,12.453,10.32,3.732,1.249,5.558,9.237,11.984,-0.699,5.971,9.856,0.408,4.652,11.276,10.887,16.478,-0.153,-2.23,12.153,-0.039,9.183,3.992,0.091,4.478,11.657,13.212,3.105,13.34,4.851,12.228,0.957,11.496,6.029,1.581,-0.317,3.348,5.131,-1.155,3.571,5.309,9.762,2.29,7.824,13.366,-1.594,1.127,8.489,6.794,5.816,4.514,10.954,8.396,-0.105,7.563,6.934,8.774,7.168,8.949,2.328,7.44,3.013,7.7,1.673,3.003,12.481,-1.947,10.557,5.514,5.63,8.037,0.082,6.387,8.928,7.82,13.73,14.459,8.364,11.398,5.521,5.829,0.606,6.958,14.806,1.918,10.783,1.358,7.204,4.12,9.033,-0.929,3.645,0.206,8.083,4.282,7.879,0.211,0.184,10.949,12.254,4.87,10.932,2.443,0.045,1.422,4.55,6.568,6.109,12.038,7.148,-2.031,2.934,0.82,0.229,8.211,7.967,1.857,13.136,4.642,9.548,-1.849,6.402,10.084,-2.778,7.364,14.313,9.263,5.214,10.506,4.484,10.863,4.796,6.113,12.41,1.328,7.617,2.464,7.25,3.163,4.023,5.873,3.346,3.766,0.487,3.996,9.061,13.653,5.541,9.178,-1.665,7.358,9.139,1.535,11.151,13.982,9.797,6.474,7.604,1.311,-0.865,-0.315,4.62,6.135,3.373,-1.587,2.244,6.105,5.213,6.711,4.698,0.924,7.313,6.269,8.938,1.64,3.279,7.489,5.63,4.556,-3.109,11.454,-0.671,8.397,13.621,9.078,2.078,4.278,-0.664,4.302,-1.074,-1.545,8.003,9.85,3.38,11.035,4.968,7.082,7.442,1.904,-2.973,2.722,10.103,11.135,7.654,3.353,7.949,4.924,0.695,4.116,9.042,9.424,1.297,8.501,-0.152,6.641,7.586,5.05,2.108,3.74,13.449,-0.829,5.585,2.288,5.082,0.035,7.714,-0.783,9.026,10.179,-4.617,6.415,11.009,-0.911,2.942,-0.586,8.474,13.248,5.974,8.016,7.203,4.106,9.286,8.576,-0.536,-4.303,-3.314,-1.488,9.789,15.522,9.307,6.307,-2.211,5.934,4.848,8.599,8.086,7.767,8.756,7.427,2.707,2.356,2.572,10.223,5.86,9.748,-3.632,3.261,5.517,1.067,4.822,3.601,7.238,11.912,4.848,-3.203,-0.76,10.38,9.495,-1.101,5.226,6.714,2.513,7.924,6.128,-8.227,5.741,1.949,-0.2,5.449,7.969,10.132,2.769,2.379,1.986,12.963,-2.466,7.656,8.009,9.349,4.864,8.981,0.426,4.085,6.232,1.356,4.124,12.105,-3.144,0.859,5.319,3.434,1.929,4.465,6.747,3.393,-0.135,2.898,4.436,2.886,8.207,8.621,0.443,-0.316,3.925,7.888,5.358,6.965,7.198,13.907,13.305,7.628,4.609,5.493,2.087,3.181,8.217,-2.099,7.091,3.29,3.352,-2.823,9.126,-2.364,6.614,5.991,0.444,3.313,10.379,0.709,8.321,11.039,4.741,0.631,8.393,7.725,2.867,3.839,3.847,0.645,10.14,1.491,1.567,8.082,-0.943,8.825,3.451,1.773,7.816,2.151,-1.217,4.723,-0.456,7.316,8.737,1.64,9.398,5.715,4.397,4.705,6.677,1.698,8.075,1.917,5.338,3.016,7.698,-1.241,0.534,11.152,6.362,1.26,7.452,-0.733,-5.424,-1.196,8.809,1.501,6.199,0.147,4.417,8.667,5.129,-0.727,1.68,2.001,0.852,1.492,0.152,-1.834,14.82,9.554,0.985,-1.16,6.092,8.732,1.917,6.304,12.73,-4.549,7.308,5.128,5.297,7.038,8.193,-0.539,1.545,0.213,10.278,2.86,-0.905,0.917,1.48,-1.852,-3.233,-0.41,0.748,1.184,2.641,3.821,-1.286,7.11,3.948,0.877,-1.617,-3.962,-0.827,-1.412,3.299,1.215,5.079,0.788,3.28,3.29,4.437,4.073,-0.237,-1.235,0.663,0.317,1.643,3.746,1.112,5.412,-3.91,2.251,4.376,2.145,-0.664,-2.353,0.593,1.127,-1.946,-0.6,1.294,-4.451,0.937,7.625,7.657,-1.896,0.232,1.713,5.43,3.919,1.18,-2.774,1.713,0.036,-0.67,-0.139,0.828,-3.113,2.693,-3.972,1.137,1.143,1.425,0.035,-1.231,3.981,-0.833,-1.418,0.615,1.024,-1.02,-3.549,0.256,-3.612,0.04,0.042,-1.681,-0.329,1.65,-1.382,1.12,4.133,4.335,-3.034,-0.653,-1.154,0.428,-0.493,2.183,2.162,1.429,0.388,-0.397,-6.074,5.381,3.542,3.065,-1.372,-0.596,2.688,-3.684,0.059,-2.282,0.309,-4.766,5.27,-3.876,0.658,-0.437,3.492,0.81,0.567,3.993,1.315,1.925,2.922,-0.781,0.466,-0.55,-0.517,-0.322,-0.836,-1.375,1.535,-1.953,-4.693,7.874,0.713,-0.279,1.874,0.535,4.55,-1.253,5.272,2.15,2.126,-2.374,-0.324,0.489,-2.98,4.219,2.706,1.214,1.902,-1.93,-3.474,1.097,2.378,0.092,0.896,0.388,-0.742,-0.929,-0.102,1.896,-0.282,5.437,1.315,-0.641,2.453,-2.011,-0.517,-2.657,1.086,5.682,-2.781,0.433,5.829,0.775,1.92,2.311,2.301,6.462,-3.303,1.09,4.528,2.772,0.255,0.771,3.346,0.075,0.362,5.999,0.216,5.584,1.419,8.261,-1.196,6.461,-2.346,-0.389,0.324,-0.84,-0.26,0.544,-4.958,2.882,3.842,-0.671,3.846,2.567,4.042,0.318,1.389,0.997,-1.134,2.571,0.799,3.289,4.16,-0.65,1.773,0.173,-0.685,-2.181,-1.77,-0.022,-0.87,4.249,-2.762,4.414,3.47,0.143,-1.617,4.125,4.136,1.492,1.074,3.573,0.532,-0.81,8.844,18.525,7.669,8.866,9.161,15.328,12.775],"base_top":[[40,18.866],[248058,18.525],[2665,17.939],[760,17.293],[1206,17.2],[8725,16.745],[3928,16.661],[15771,16.478],[12189,15.756],[45,15.749]]},"positions":{"tokens":[40,4021,2528,466,2222,9476,795,13,353,628,1132,3300,1928,321,39492,13,248046],"text":["I"," cannot"," access"," or"," change"," stored"," data","."," I"," can"," only"," provide"," information"," and"," explanations",".","<|im_end|>"],"proj":[[5.1399,-0.2135,2.0527,2.3853,-2.202,1.5351,0.0655,-0.3027,0.0934,-1.0149,-0.197],[3.9561,0.5397,4.5792,13.5399,-1.6952,-1.8486,2.0541,-1.1231,0.2105,-1.952,0.0139],[2.81,0.484,6.9703,15.7674,-2.3222,-1.0496,0.4006,-1.9862,0.1071,-2.2538,-0.2613],[-0.1008,0.6248,6.3931,18.6426,-0.5401,-2.3719,-1.3369,-1.5894,0.4179,-2.0557,-0.4279],[1.7441,0.446,6.6369,17.785,-1.9734,-0.2893,1.2125,-1.8083,0.2099,-2.0154,-0.2851],[-0.4676,0.353,7.4588,17.9564,-1.4171,-1.5643,-1.3508,-1.2472,0.1849,-1.855,-0.016],[-0.5153,-0.7241,8.6303,19.6239,-2.3998,-1.7132,-0.5369,-1.2981,0.1178,-1.521,0.0836],[1.1381,0.2781,3.9147,14.3945,-0.4868,-1.7163,0.0069,-1.6048,0.347,-2.0663,-0.1782],[5.4235,-0.815,0.1755,9.6122,-1.6944,0.0658,0.9188,-0.8887,0.3313,-1.3573,-0.0884],[3.9149,1.219,4.4091,13.7358,-1.4847,-1.1502,1.5664,-1.1789,0.3168,-2.2707,-0.1458],[3.2786,0.1355,4.8608,12.4471,-1.3686,-0.7869,-0.9147,-1.9,0.1018,-2.2345,-0.0841],[4.466,0.0457,5.411,14.2568,-2.0051,1.0447,0.8898,-1.8785,0.15,-2.2606,-0.1272],[2.1013,0.4961,5.9865,15.6287,0.3974,-1.3218,0.5013,-1.0761,0.2227,-1.226,-0.094],[2.1662,-0.644,4.9241,15.2984,-0.6032,-1.2297,-0.0759,-1.5068,0.0531,-2.1266,-0.1503],[4.2889,1.5705,4.5032,13.3095,-0.7209,-0.5485,1.3078,-1.6118,0.1383,-1.7402,-0.0076],[2.0863,-0.3547,3.8682,14.0799,-0.8675,-0.3409,-0.1311,-1.7056,0.0881,-2.3826,-0.1773],[3.1426,-1.3737,1.134,9.8185,-1.5025,0.502,0.5106,-1.151,0.2227,-1.3725,-0.2189]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"I cannot access or change stored data. I can only provide information and explanations.","n_tokens":17,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":40,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"I am unable respond to this request as it asks me to access or change stored data. Please provide the stored text identifier \"spruce_483\" and the specific text you wish to change.","n_tokens":42,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":40,"identical_to_original":false}}},{"id":"discovery-611401-0192","set":"practice","cohort":"valid_call","family":"numeric_aggregation","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> sum_values {\"series\": \"036\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please return the sum of stored values.\nStored series identifier: \"036\".\nUnrelated archived note: cedar_305, reference 056. These are not inputs to this request.","tools":[{"function":{"description":"Return the arithmetic mean of stored values. Inert synthetic operation.","name":"mean_values","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"series":{"description":"Stored series identifier","type":"string"}},"required":["series"],"type":"object"}},"type":"function"},{"function":{"description":"Return the sum of stored values. Inert synthetic operation.","name":"sum_values","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"series":{"description":"Stored series identifier","type":"string"}},"required":["series"],"type":"object"}},"type":"function"}],"prompt_tokens":537,"decision":{"rms":0.3742227695763511,"sumsq":143.40268161986023,"hb":[-0.03933,-0.01739,-1.9028,0.27134,-1.38485,-0.11061,-0.62015],"lse":23.60912863589808,"logits":[12.959,12.444,14.339,13.612,13.208,13.239,11.436,11.248,13.465,13.708,13.156,16.787,10.663,10.079,13.427,9.923,8.125,9.262,11.193,8.505,18.338,9.141,9.788,13.141,12.852,11.756,9.588,11.296,12.501,7.853,9.371,13.364,13.026,7.556,11.809,8.951,8.575,10.374,8.97,9.77,12.301,8.58,8.143,11.884,5.868,6.718,1.953,10.765,6.385,13.383,4.703,7.771,9.441,8.839,6.767,3.863,8.852,14.117,11.297,7.91,7.434,13.535,3.231,8.561,8.844,11.886,7.211,7.937,2.081,17.898,8.335,7.181,9.483,0.001,7.204,0.872,9.73,5.903,8.064,9.614,9.443,9.211,7.848,8.3,8.621,6.033,7.417,4.13,9.472,12.404,1.512,3.974,16.008,12.646,4.372,5.023,11.945,-1.152,2.649,3.378,6.174,7.448,2.702,7.196,1.551,11.933,9.468,3.972,6.802,9.053,6.284,10.071,4.837,6.056,5.088,10.34,14.863,6.221,8.584,8.193,11.479,9.476,12.389,12.996,12.261,11.697,3.463,9.887,9.232,6.111,1.455,7.9,3.917,6.781,13.17,8.26,5.494,13.393,4.229,10.423,7.84,12.922,12.036,4.325,-0.186,4.781,11.225,2.353,15.453,2.455,-0.965,10.165,6.968,7.656,3.559,10.941,7.18,8.277,6.444,9.307,6.883,6.462,9.32,-2.228,6.874,2.633,9.231,5.261,-5.05,9.949,10.622,10.528,12.929,5.258,6.551,8.466,8.746,5.507,11.202,6.013,7.057,2.531,7.188,5.074,6.251,17.028,3.364,10.171,-1.663,9.465,9.575,2.02,10.757,11.911,5.893,3.888,7.477,10.357,9.137,3.44,5.257,13.186,5.193,3.326,10.886,6.615,10.862,8.952,4.781,11.185,4.614,10.919,13.883,1.227,8.976,4.953,-3.344,2.149,4.663,3.18,8.663,8.567,9.249,4.264,-1.205,3.027,6.218,4.781,1.821,4.355,12.553,-0.404,2.016,4.907,7.51,10.612,4.318,8.192,5.019,7.589,7.27,6.405,4.609,2.53,3.058,11.927,0.523,-3.394,9.035,7.259,-0.022,10.838,8.074,6.949,4.098,-0.635,12.214,11.178,7.047,10.956,10.15,9.117,5.517,0.74,4.309,6.749,2.155,10.348,3.389,13.56,0.879,1.881,0.54,1.335,0.628,6.909,8.821,4.286,5.48,0.49,10.903,8.866,0.364,6.004,13.047,7.146,-0.767,8.965,12.554,10.146,9.107,4.878,11.188,8.456,6.322,9.666,9.606,11.394,12.361,7.499,8.751,6.146,6.391,8.06,7.722,2.319,5.708,11.366,1.044,10.304,6.193,3.593,12.569,2.458,-1.355,-2.204,8.148,7.138,-4.273,-0.887,4.287,10.681,6.562,6.698,7.67,8.973,-3.257,-3.293,7.826,8.175,14.381,9.265,2.048,9.305,11.954,8.143,9.648,1.953,3.885,5.86,-2.406,11.558,12.987,12.109,9.166,6.035,6.537,5.661,8.614,3.685,11.337,3.075,-0.443,5.477,9.809,11.991,7.989,11.67,9.928,7.23,1.679,4.092,-0.613,0.187,11.617,10.36,11.909,5.581,1.85,4.086,8.415,11.773,0.742,7.535,9.967,5.3,4.239,8.659,8.47,12.034,2.848,-1.614,14.137,3.443,7.503,2.41,3.608,2.349,8.7,10.72,3.472,10.301,1.752,10.425,0.516,11.384,6.09,1.133,0.317,1.936,4.222,-3.206,4.754,0.384,11.315,-1.045,9.094,11.364,-4.135,1.558,9.793,7.841,1.078,5.605,9.31,8.341,-3.109,12.26,7.307,7.707,6.726,10.798,4.473,6.063,4.326,9.793,5.119,0.11,11.58,-0.549,11.16,7.832,4.325,4.617,3.923,5.2,6.573,6.821,12.119,11.459,8.248,7.413,7.372,5.099,3.206,5.027,10.509,3.002,10.582,1.114,7.123,0.629,8.189,1.29,4.593,3.017,8.291,9.04,3.995,-0.079,2.059,10.37,11.509,4.6,9.237,2.775,-0.786,3.985,9.185,6.998,6.594,11.106,7.393,1.455,1.843,2.208,1.844,5.871,3.26,1.806,8.107,5.559,9.315,0.528,7.004,8.657,-0.616,8.528,15.361,9.559,4.95,5.432,5.196,10.426,4.772,4.797,10.664,0.958,7.534,3.402,4.674,1.8,1.765,4.292,1.004,4.52,0.067,5.235,9.882,13.03,3.746,8.814,-0.77,2.749,6.867,4.438,8.673,11.618,5.985,6.352,7.187,2.41,0.863,-0.221,4.277,4.274,0.996,-0.947,1.546,6.129,5.148,5.465,3.965,5.908,4.085,7.25,7.607,2.694,2.658,5.724,4.742,1.724,1.957,10.909,0.421,5.704,9.793,5.656,6.958,7.272,2.132,5.25,-3.075,1.895,6.274,8.801,4.074,10.836,2.882,6.372,7.691,2.986,-0.263,1.097,8.171,10.295,5.506,2.793,7.861,2.694,1.006,3.922,5.774,8.131,3.286,6.496,-3.056,6.982,6.74,0.436,1.89,6.254,10.7,-0.004,3.213,0.633,7.743,2.238,10.947,0.759,10.072,10.017,-2.166,6.116,9.737,-0.795,3.919,3.007,5.396,11.147,2.265,6.1,7.055,2.036,10.302,10.202,1.306,-0.273,-3.612,0.034,7.403,11.584,8.973,6.363,0.053,6.859,2.767,8.321,3.555,6.157,9.233,8.075,3.066,2.607,3.404,11.372,3.142,8.346,-4.213,4.497,4.468,3.084,2.673,3.172,6.811,10.196,5.93,0.709,0.025,6.812,11.854,-1.155,5.15,4.793,7.907,6.837,5.621,-2.847,2.376,0.871,0.203,2.771,8.102,8.559,-2.973,1.471,-0.154,11.628,-0.83,3.418,6.319,5.414,6.399,7.074,2.404,5.664,6.944,-2.153,5.44,10.005,-3.824,-1.868,1.074,4.112,1.044,5.806,7.936,5.632,-1.513,3.575,3.839,2.195,8.717,10.366,2.751,0.579,-0.644,9.802,3.919,9.064,4.51,5.053,9.732,6.693,3.345,6.566,1.129,1.991,6.671,1.739,5.016,4.259,1.048,-0.731,13.459,-1.032,6.3,2.65,1.469,4.786,8.284,-1.319,7.387,11.387,2.507,1.824,3.807,5.974,4.487,3.336,4.953,1.092,5.575,2.449,2.046,7.327,0.869,6.361,6.525,3.924,5.233,0.858,3.678,4.623,0.229,7.798,6.602,4.016,11.141,2.669,3.868,5.414,5.858,2.137,8.111,3.769,3.446,1.731,5.941,1.833,1.683,7.901,0.082,1.132,6.604,2.148,-2.43,1.268,7.106,1.906,1.964,-2.971,1.511,7.683,4.756,2.524,0.769,0.929,-1.148,2.905,-0.168,-2.606,9.043,7.531,0.918,-2.264,2.257,5.534,4.121,5.003,11.522,-1.578,5.451,4.816,4.388,4.936,7.432,-0.922,1.572,0.102,8.088,-2.336,-1.564,4.588,2.317,0.32,-1.111,0.68,1.054,-1.951,3.573,4.667,0.349,6.572,5.23,-0.374,-1.271,-1.096,-2.134,-0.029,0.77,1.606,3.974,0.879,4.94,0.208,4.735,2.247,-0.549,1.784,-0.639,3.76,1.937,3.642,4.411,5.098,-1.236,3.585,-1.536,3.501,1.41,-2.829,4.038,1.643,1.141,1.065,2.61,0.179,1.644,10.568,8.943,2.357,3.536,4.343,3.849,6.339,2.054,-0.917,1.31,2.792,-1.54,-1.209,-0.962,-4.693,3.256,-0.213,0.993,-0.418,3.57,-0.681,0.101,3.395,-1.409,0.793,0.501,1.512,1.21,-0.674,-0.553,-2.492,2.405,1.943,0.933,1.425,0.18,1.503,1.606,2.092,0.673,-0.668,-2.247,0.413,-0.949,0.163,1.066,1.305,4.167,2.771,-2.11,-0.973,5.577,1.976,0.298,-0.149,4.484,3.129,0.417,-1.463,1.867,-0.421,-0.61,4.051,-0.072,1.875,2.724,5.814,1.571,3.107,3.265,3.252,0.189,4.704,-3.335,-0.537,-0.194,1.448,2.77,1.793,0.844,1.682,-5.147,-2.678,3.776,-0.16,0.926,1.886,-0.407,4.212,-1.254,4.92,-0.234,3.625,2.51,1.584,0.319,-1.579,4.571,1.559,0.799,2.481,-2.441,1.076,0.802,4.08,0.057,3.76,-0.666,2.306,0.701,-0.203,4.028,2.645,2.715,1.216,-1.197,2.113,-2.219,-1.858,-1.824,-1.43,1.329,-1.807,-0.883,-1.936,-0.1,-1.321,0.99,5.941,4.037,-0.812,1.283,1.556,-0.017,0.67,0.831,4.515,-0.183,-1.183,6.151,1.676,1.988,3.162,5.014,0.148,2.755,-1.866,0.118,-0.971,-0.624,-0.691,-3.24,-1.597,2.625,1.815,0.894,2.816,4.24,3.668,0.511,3.953,0.838,2.166,5.719,0.762,3.337,3.365,-1.887,-0.185,-1.439,1.365,-1.275,-1.23,0.714,-1.337,2.519,-3.796,1.487,2.923,-1.843,0.988,3.993,4.283,-0.559,3.883,5.234,1.458,-4.01,11.105,23.592,12.461,14.106,12.524,16.524,15.265],"base_top":[[248058,23.592],[40,18.338],[760,17.898],[3928,17.028],[27,16.787],[248068,16.524],[1206,16.008],[2665,15.453],[27775,15.361],[248069,15.265]]},"positions":{"tokens":[248058,198,27,1628,66486,8873,29,198,27,15704,28,19275,29,198,15,18,21,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=sum","_values",">","\n","<","parameter","=","series",">","\n","0","3","6","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.8916,-0.1801,1.6872,1.0727,-2.0472,0.2051,-0.8699,0.1261,0.122,-0.8211,0.0563],[-4.344,0.6022,8.5964,15.541,-0.7636,-2.2819,1.6755,-0.7623,0.1338,-0.4903,-0.458],[-5.1125,-0.8611,12.7858,19.9612,-2.2706,-1.447,-0.441,-0.2533,0.1334,-0.7909,-0.2161],[-2.0804,-0.8113,11.8289,18.3553,-2.9877,-0.6086,0.6396,-0.9917,0.0082,-0.625,-0.0623],[-2.6454,-1.7318,12.8223,20.1692,-3.2647,-1.0643,-1.9315,-0.7545,0.1068,-0.9796,0.5927],[-3.1832,-1.7427,10.9331,20.8262,-1.5471,-0.4739,-1.1337,-1.1022,-0.058,-1.4194,0.7168],[-5.0364,-0.8915,10.348,21.9131,-0.9264,-1.1898,-0.0501,-1.0,-0.0046,-1.242,0.5372],[-4.6797,0.0269,10.6556,21.542,-2.0633,-2.3639,1.2192,-0.4043,-0.022,-0.9007,-0.0291],[-4.7444,-0.0144,11.6113,18.1059,-1.4572,-1.7764,-0.7519,-0.3983,-0.2016,-1.1606,-0.2438],[-0.3096,-0.0915,9.9321,16.3525,-2.9842,-0.5657,2.139,-0.5913,-0.2212,-0.9818,-0.0832],[-1.1441,-1.0063,11.2679,19.557,-2.8059,-1.5147,-1.5891,-0.556,-0.1128,-1.3315,0.4618],[-0.831,-0.8727,13.3526,17.1405,-1.5304,-2.0495,-1.472,-1.1875,-0.0152,-1.6056,-0.0095],[-3.781,-1.9363,11.0441,22.9067,-2.3349,-1.7249,0.1955,-0.6565,-0.1528,-1.595,0.219],[-4.0766,-1.0461,14.0447,22.064,-3.3289,-1.3928,1.4065,-0.4689,0.2293,-1.2136,-0.0428],[-2.5841,-0.9641,17.6891,19.0011,-2.0297,-1.3131,-1.8756,-0.4245,0.0253,-1.3009,-0.1826],[-4.4051,-1.9918,14.5724,21.9334,-0.5636,-2.4419,-0.5336,-0.7588,0.0871,-1.5083,-0.2887],[-3.6546,-1.4952,13.9113,21.9046,-0.7581,-2.3076,-0.0541,-1.0275,0.1772,-1.4549,-0.0789],[-4.3404,-1.1919,12.1242,21.3735,-0.5208,-2.469,0.6703,-0.5491,-0.0387,-1.5069,0.0696],[-3.9773,-1.1358,12.4883,19.8454,-1.2229,-0.9121,0.2269,-0.3368,-0.0068,-1.3335,-0.2572],[-2.9667,0.1015,10.8451,16.8949,-1.572,-0.7203,0.9538,-0.1055,-0.0446,-0.4606,-0.3872],[-2.9402,0.5378,9.6992,20.788,-1.2033,-2.4484,0.3172,-0.7506,0.1564,-1.096,-0.0752],[-3.2854,-0.8197,11.1369,21.6922,-0.9666,-0.6191,1.4755,-0.1857,-0.0299,-1.369,0.0067],[-2.892,0.4479,11.088,17.3805,-1.3851,-0.9982,-0.1824,-0.5968,-0.2788,-1.0857,-0.3247],[-0.1786,-0.3398,11.1436,17.1504,-2.5451,-0.905,2.3838,-0.269,-0.2057,-0.9745,-0.0142],[-1.755,-1.1055,11.6799,19.5545,-2.7055,-1.8973,-1.2346,-0.3766,-0.2608,-1.1466,0.3948],[-1.5193,-1.298,13.7016,19.7327,-1.7415,-2.0687,-0.804,-1.0463,-0.2048,-1.569,-0.2941],[-3.7346,-1.8032,11.9803,22.6428,-0.8197,-2.0169,0.4018,-0.861,-0.1666,-1.5963,0.1791],[-3.5893,-1.1935,13.11,19.7501,-2.3717,-1.4025,1.4853,-0.1432,-0.1738,-1.1782,-0.0493],[-2.2549,-1.1807,16.7372,17.1027,-1.1135,-1.4342,-1.175,-0.578,-0.1872,-1.319,-0.0683],[-4.9136,-0.8393,11.5364,22.7855,-1.2436,-1.7411,0.6857,-0.5034,0.088,-1.4717,-0.1653],[-4.4051,-1.1985,12.6574,19.0135,-2.1578,-0.9288,1.3871,-0.4448,0.1876,-1.2004,-0.5735],[-2.6571,-0.3993,11.4414,15.7834,-1.5162,-0.7345,1.385,-0.5279,0.0826,-0.6176,-0.6568],[-3.9587,0.1839,8.4919,19.4123,-0.3886,-2.4208,0.6042,-0.571,0.3159,-0.903,-0.1855],[-4.4639,-0.8272,10.9186,20.789,-1.7533,-1.4705,2.1502,0.1265,0.2531,-0.9533,-0.2929],[-4.6488,0.6069,11.4985,18.1594,-0.8012,-1.0665,-0.1044,-0.3266,0.031,-0.8343,-0.2455],[-3.8005,-0.0672,9.6095,15.6431,-1.9848,-0.2166,-0.0488,-0.7226,-0.0353,-1.0102,-0.315],[-4.1909,-0.199,6.2626,12.885,-0.2755,-1.8357,1.9789,-1.0712,0.2773,-0.7851,-0.22],[-4.0107,-2.0685,10.5632,17.8322,-1.3067,-0.8622,2.725,0.1737,0.3265,-0.833,0.0251],[-4.1794,-0.4919,8.6745,12.7974,-1.5217,-1.0291,-0.5346,-0.5004,-0.0416,-1.1759,0.2446],[-3.2903,-0.648,10.1368,13.5212,-1.7458,-0.4476,-1.8164,-0.9823,-0.1345,-1.6349,0.0039]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=sum_values>\n<parameter=series>\n036\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=sum_values>\n<parameter=series>\n036\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=sum_values>\n<parameter=series>\n036\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=sum_values>\n<parameter=series>\n036\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=sum_values>\n<parameter=series>\n036\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0230","set":"practice","cohort":"no_tool","family":"sort_direction","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_320, reference 048. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to sort a stored sequence from smallest to largest. Do not access or change stored data.\nStored sequence identifier: \"cedar_610\".","tools":[{"function":{"description":"Sort a stored sequence from smallest to largest. Inert synthetic operation.","name":"fx_60794","parameters":{"additionalProperties":false,"properties":{"p_1_91":{"description":"Stored sequence identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_91"],"type":"object"}},"type":"function"},{"function":{"description":"Sort a stored sequence from largest to smallest. Inert synthetic operation.","name":"fx_93889","parameters":{"additionalProperties":false,"properties":{"p_1_91":{"description":"Stored sequence identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_91"],"type":"object"}},"type":"function"}],"prompt_tokens":600,"decision":{"rms":0.36064348526376777,"sumsq":133.1842288263142,"hb":[-0.05537,-0.06879,-1.44228,0.08723,-1.00247,0.25206,-0.49803],"lse":21.414377681899936,"logits":[15.549,14.047,12.965,12.69,12.476,12.749,9.306,9.905,10.166,10.214,9.881,15.896,15.11,9.729,15.648,11.184,9.148,14.126,9.309,10.657,19.719,10.105,9.278,12.479,10.029,10.468,10.941,11.512,11.687,8.715,7.88,12.729,15.572,10.644,13.286,12.982,9.251,12.594,7.969,7.075,11.283,7.948,8.18,10.153,9.258,8.267,4.071,10.98,7.18,15.583,3.905,7.37,7.686,7.286,7.224,6.591,9.235,10.569,11.524,5.849,6.548,15.942,2.566,5.932,7.043,10.618,5.205,11.705,0.482,18.18,9.236,8.016,8.402,-1.406,15.839,3.305,11.315,7.182,9.058,12.75,10.164,8.607,10.625,10.866,11.436,6.959,6.771,2.953,12.061,11.366,-1.609,5.573,20.03,9.476,5.84,6.107,13.911,-1.955,1.23,2.754,8.078,9.754,1.272,10.38,1.068,14.536,11.938,2.596,6.193,11.251,6.481,9.951,7.317,6.271,8.822,12.9,17.352,7.796,10.096,9.151,15.019,12.788,14.882,15.175,17.43,11.843,3.668,10.535,7.531,8.568,4.661,9.553,6.664,8.611,8.636,7.628,5.957,15.207,4.789,11.563,7.385,16.502,14.543,6.507,1.075,7.884,14.491,-0.923,17.274,3.207,-2.813,10.018,5.024,7.811,5.455,10.283,8.29,6.901,9.134,10.72,9.123,5.04,11.108,-3.898,8.382,5.278,10.405,8.288,-5.451,9.707,13.91,13.654,15.669,11.377,6.836,5.415,8.635,7.178,13.122,6.287,8.194,5.766,9.018,3.726,7.992,15.671,6.156,10.823,-0.889,11.397,11.155,4.378,15.681,11.541,4.264,6.259,9.757,15.723,8.333,3.216,9.041,10.897,6.962,-1.519,12.043,10.244,11.753,7.706,2.496,12.986,4.729,13.956,14.773,1.885,8.194,2.817,-3.23,1.77,2.654,2.761,9.238,10.012,11.308,1.271,-0.444,8.313,6.327,3.477,2.798,6.695,10.465,-2.315,2.663,9.434,10.107,10.509,4.379,11.331,5.609,11.684,5.708,2.795,5.189,2.186,4.662,10.363,-0.833,-1.665,8.624,8.904,1.071,9.626,10.706,11.16,6.991,-2.93,10.985,10.769,8.532,13.653,10.066,10.653,4.404,3.066,2.248,9.393,10.308,9.558,5.737,15.001,-1.096,1.043,1.393,3.449,0.648,9.81,9.481,7.458,9.309,1.161,11.361,12.496,0.032,7.869,8.652,9.051,-0.672,10.33,11.475,12.903,8.813,6.6,13.141,7.69,8.727,8.315,8.643,13.443,13.702,8.956,13.424,17.804,5.106,11.023,6.828,3.995,5.601,12.117,-0.023,11.09,11.314,4.85,15.401,4.866,-2.265,-3.235,10.455,7.814,-4.843,1.906,2.932,9.927,9.283,6.84,6.192,12.39,-3.908,-2.443,11.49,10.336,17.197,9.1,3.307,13.568,12.725,3.856,12.017,1.946,3.416,7.323,1.072,8.629,13.392,11.079,6.591,7.044,8.818,4.256,4.551,2.209,11.729,5.965,-2.91,0.615,6.744,13.288,8.546,12.628,10.383,8.411,3.023,8.145,-0.49,-0.962,13.617,8.763,10.417,4.503,2.209,4.534,11.124,8.556,-1.054,8.174,12.154,4.68,7.22,12.541,9.47,16.467,2.419,-1.303,13.861,2.598,9.503,6.853,2.866,2.516,8.499,12.419,5.545,13.329,6.101,14.345,1.546,12.482,8.802,5.623,1.856,2.284,4.043,-1.97,6.818,4.091,11.934,2.509,8.961,12.685,-1.029,0.537,11.024,8.116,2.786,6.744,11.511,10.396,-3.239,9.056,10.988,9.593,7.797,9.895,1.985,6.833,9.017,10.866,2.886,1.27,14.098,-3.093,12.649,12.002,2.208,5.387,0.314,5.573,6.186,8.324,12.058,14.609,9.505,10.971,7.808,4.867,2.111,5.991,13.27,2.571,13.051,0.301,8.418,-0.766,11.509,-1.279,1.159,2.762,11.1,8.317,6.627,1.901,2.43,13.463,9.253,5.092,9.481,1.101,-0.234,2.623,8.091,9.109,9.678,14.321,10.531,-2.073,1.41,2.318,0.315,8.074,8.165,1.899,9.765,8.356,12.093,0.87,6.711,11.527,-0.683,10.054,15.569,12.198,6.745,7.395,8.992,6.875,7.568,7.47,13.15,-0.526,8.994,0.666,8.272,3.403,3.556,8.709,0.652,7.545,1.699,8.742,10.585,13.469,6.396,11.065,2.117,4.889,12.262,2.641,6.7,14.792,7.522,5.934,10.618,0.344,1.302,0.695,7.784,7.431,2.887,-3.153,3.898,7.028,5.587,7.72,3.116,3.232,5.107,7.029,8.255,4.094,8.277,6.494,8.107,2.665,-1.286,10.075,-0.336,8.594,13.215,11.443,5.318,3.177,2.169,8.298,-0.781,0.502,9.478,11.526,6.057,13.249,1.113,8.032,9.03,3.48,-1.657,3.893,9.796,12.582,7.947,5.1,10.968,3.091,0.444,4.673,6.632,12.087,3.657,7.073,-4.061,7.316,6.251,0.363,4.105,8.597,10.896,0.075,6.224,-0.187,7.78,1.209,8.918,0.938,14.056,7.974,-3.715,6.793,6.799,1.916,3.048,0.087,4.796,12.91,2.294,8.088,9.117,5.135,11.798,11.494,3.019,-2.672,-2.55,2.091,11.29,12.13,17.324,9.806,-0.325,4.598,3.075,7.472,7.523,8.87,11.148,5.859,6.633,3.018,4.599,13.075,6.305,9.791,-1.061,3.599,5.379,2.368,3.988,4.385,8.414,12.602,6.461,-0.53,2.633,5.571,10.918,-0.955,8.577,7.973,4.738,8.787,7.742,-5.515,6.839,4.237,1.866,5.31,10.241,11.889,-0.015,-0.357,2.997,12.401,-1.179,6.464,9.558,10.009,8.128,11.493,1.534,3.58,8.531,-0.563,6.779,14.719,-4.69,-0.84,5.015,7.658,1.174,9.469,9.09,3.862,1.471,1.802,2.972,3.003,6.823,12.84,1.492,-0.659,1.082,8.484,9.243,9.655,5.807,15.338,15.657,10.486,3.285,7.749,2.755,3.574,10.083,-0.519,17.51,1.28,2.38,-2.645,11.472,-1.439,7.955,3.978,0.962,5.835,10.498,1.869,10.641,11.911,2.099,2.979,5.928,6.258,2.794,4.061,5.435,3.153,5.977,1.465,2.003,9.708,-1.309,9.054,7.343,4.125,7.128,-0.287,2.815,7.194,0.72,8.204,9.668,1.316,11.268,2.32,4.063,5.577,7.486,0.775,9.801,1.867,1.608,3.192,9.158,-0.216,2.656,12.731,-0.375,1.64,9.447,1.74,-5.651,0.764,8.209,1.918,2.135,-0.221,2.503,10.914,6.776,1.328,-0.98,1.56,-1.533,2.063,2.084,-2.76,13.944,11.693,1.674,0.454,6.354,8.458,1.055,7.619,13.15,-1.697,6.904,7.197,5.613,4.037,10.623,-1.785,3.552,0.569,9.744,0.558,-2.461,3.591,1.379,1.404,-1.579,1.335,2.414,1.126,4.092,4.978,-0.605,6.067,3.743,3.23,-1.664,-4.448,-0.338,-0.066,3.02,0.646,2.924,1.792,2.633,3.049,6.671,4.32,3.026,2.269,2.875,3.107,0.644,4.045,4.027,4.019,-3.888,2.198,2.298,4.619,0.445,-2.935,2.16,5.852,1.503,0.432,1.406,1.006,0.332,9.06,9.561,1.723,2.052,3.78,4.396,4.504,0.219,-0.831,2.936,3.478,-0.291,2.02,2.636,-3.705,1.263,-3.617,3.003,1.901,3.02,0.04,-1.654,2.057,0.439,-1.625,0.148,2.113,1.605,-2.599,-0.568,-3.372,-0.437,2.137,0.112,1.37,1.482,-0.083,-0.75,3.889,2.278,-3.008,0.868,-1.786,1.83,-1.14,1.685,-0.391,1.511,1.862,-1.456,-2.522,4.205,2.978,1.959,0.833,2.078,2.241,-2.005,-0.659,-0.905,0.372,-2.389,3.478,-3.264,2.309,0.389,6.762,1.362,1.817,3.813,4.416,1.036,4.542,-2.342,2.282,-0.096,-0.477,1.198,1.658,0.49,0.296,-1.64,-3.368,4.287,1.494,-0.519,3.013,0.917,1.758,-1.509,5.542,-0.7,3.057,-0.039,1.819,0.974,-1.655,5.79,0.566,0.64,4.801,-1.144,-1.023,2.45,3.998,1.955,1.196,1.929,1.326,0.268,0.922,2.435,0.217,1.689,0.959,1.047,2.058,-1.484,-0.778,-3.006,-3.286,4.622,-0.749,0.414,2.149,2.959,-1.202,2.659,2.781,2.71,-0.939,1.88,3.012,-0.408,-0.329,-0.417,4.462,0.256,-0.037,6.419,-0.22,3.511,1.905,5.421,-0.456,2.553,-1.441,3.16,-0.229,-0.203,-0.272,-3.505,-2.44,4.243,0.77,-0.364,3.795,3.413,6.053,0.788,1.636,1.924,0.873,5.33,-0.559,3.553,3.02,0.164,1.851,-1.286,-0.894,-1.935,-0.854,1.04,-1.033,3.679,-2.215,0.287,1.213,-0.516,-0.888,3.99,4.255,3.837,1.053,4.957,1.7,-2.544,7.886,19.989,6.48,7.321,8.131,16.212,11.451],"base_top":[[1206,20.03],[248058,19.989],[40,19.719],[760,18.18],[9927,17.804],[69246,17.51],[2064,17.43],[1919,17.352],[49332,17.324],[2665,17.274]]},"positions":{"tokens":[1206,3269,264,9476,8240,494,23856,310,7526,11,488,513,15327,15899,264,2972,6646,5488,332,383,279,795,9476,303,279,8240,13,1061,5488,53470,5347,279,5255,2785,279,8240,748,421,781,513,11128,303,34217,1906,11,5732,494,279,23856,869,321,6992,310,279,7526,13,271,12189,488,513,4237,9417,321,524,33544,449,5488,11,353,4021,2528,466,2222,279,9476,795,13,4213,11,353,628,10033,279,7059,314,27355,364,488,13,271,332,3710,424,3254,64700,198,16,13,220,2972,2425,64700,1394,3300,279,9476,8240,12448,3376,1931,277,62,21,16,15,1764,198,17,13,220,2972,2432,64700,1394,20420,279,1785,310],"text":["To"," sort"," a"," stored"," sequence"," from"," smallest"," to"," largest",","," you"," are"," essentially"," performing"," a"," **","sort"," operation","**"," on"," the"," data"," stored"," in"," the"," sequence","."," This"," operation"," rearr","anges"," the"," elements"," within"," the"," sequence"," so"," that"," they"," are"," ordered"," in"," ascending"," order",","," starting"," from"," the"," smallest"," value"," and"," moving"," to"," the"," largest",".","\n\n","Since"," you"," are"," writing"," documentation"," and"," not"," requesting"," an"," operation",","," I"," cannot"," access"," or"," change"," the"," stored"," data","."," However",","," I"," can"," explain"," the"," concept"," of"," sorting"," for"," you",".","\n\n","**","What"," it"," means",":**","\n","1","."," "," **","Input",":**"," You"," provide"," the"," stored"," sequence"," identifier"," (\"","ced","ar","_","6","1","0","\").","\n","2","."," "," **","Action",":**"," You"," instruct"," the"," system"," to"],"proj":[[3.8157,-1.7643,1.7757,1.7054,-1.733,0.6632,1.4611,-0.1295,0.0651,-0.8975,-0.0862],[1.1767,-2.7992,9.0749,19.2752,-1.8168,-0.3546,0.4604,-1.483,-0.0922,-2.3152,-0.2386],[-1.1636,-3.9105,8.2439,19.2336,-1.3449,0.2491,0.0702,-1.4381,0.1398,-2.5174,-0.0138],[-1.9826,-3.3474,9.8078,20.6279,-1.3442,-0.9884,-0.7994,-1.0179,-0.0821,-1.6509,-0.1347],[-1.9938,-3.9227,8.1769,20.0776,-1.9973,-1.2943,-0.3598,-0.7811,-0.0678,-1.7097,-0.2977],[-1.0832,-3.6326,5.9117,17.6316,-1.2908,-0.5809,-0.3593,-1.5524,0.0028,-2.5857,-0.0093],[-1.7798,-2.0905,10.4789,20.6896,-3.1111,-0.4903,-0.202,-1.3668,0.1059,-2.05,0.0405],[-3.1102,-3.2896,9.5622,22.3146,-2.5958,-0.5205,1.2975,-1.0829,-0.2415,-2.3752,0.0045],[-0.7853,-3.4895,7.61,20.2275,-3.5423,0.0588,-1.5743,-1.7926,-0.2041,-2.1585,-0.1602],[0.1666,-2.0025,2.1012,15.5753,-0.0494,-1.2742,0.1822,-1.3682,-0.2773,-2.4731,-0.0932],[0.9936,-4.1699,2.406,16.8881,-0.906,-0.5865,1.3286,-1.3425,0.2223,-2.1151,-0.1729],[1.4856,-2.7326,3.6256,14.5167,-2.0444,0.8002,3.2103,-1.1426,0.1022,-2.0392,-0.0947],[0.7301,-2.8586,3.348,13.9563,-1.0945,2.1976,1.914,-1.1453,0.2086,-1.801,-0.108],[0.7795,-2.4741,3.2331,13.7327,-0.8045,2.863,2.1614,-1.3231,0.3817,-1.9909,0.2046],[0.3609,-3.1223,5.8244,16.757,0.0408,0.9662,1.975,-1.5086,0.474,-2.4583,-0.0069],[-0.49,-2.511,5.1489,14.579,1.1484,0.3147,1.6981,-1.2807,0.3133,-1.4925,-0.0949],[0.427,-2.7218,10.1393,12.4148,1.0756,-0.9287,1.2134,-0.6667,0.2437,-1.2311,-0.0072],[-1.3517,-2.1145,4.8382,15.408,0.2904,0.9635,1.6408,-1.2419,-0.0967,-2.0533,0.2815],[-0.2367,-3.762,4.0987,16.882,-0.8242,0.2675,1.3544,-1.3447,-0.0784,-2.5032,0.1028],[0.6967,-3.0997,2.7175,15.3726,-0.6926,-0.0905,1.5494,-1.5126,-0.0967,-2.8118,-0.0521],[0.343,-1.6801,5.6357,16.8021,-2.6444,-0.5971,-0.8279,-1.2738,0.1018,-2.0889,-0.163],[-0.7691,-2.1546,6.5292,17.037,-1.6105,-0.152,-0.0721,-0.8487,-0.0881,-1.5906,-0.1238],[-1.9268,-2.2644,4.2006,14.6979,-0.9918,0.6966,-0.6756,-1.0219,0.1343,-2.146,-0.1964],[-1.1414,-2.8108,5.1548,17.0521,-2.7103,-0.067,-0.7788,-1.4711,0.2096,-2.7093,-0.2486],[0.1334,-1.5573,5.7076,16.3659,-3.0074,-0.4209,-0.3888,-1.1522,0.2699,-2.1647,-0.2265],[-0.9625,-1.3,6.4927,17.3578,-1.8782,-0.6123,0.3973,-0.817,0.0625,-1.5694,-0.107],[-1.5381,-1.0239,4.09,15.2456,-1.5949,0.4336,-0.0793,-0.9281,-0.1547,-2.442,0.0192],[3.7259,-3.9309,1.0408,12.3242,-1.5958,-0.4695,0.8528,-1.7118,0.1414,-1.8331,0.0611],[-0.7562,-1.3809,3.2872,15.8637,-0.8158,-0.8678,2.8847,-0.9674,-0.1776,-1.892,-0.3145],[-0.1586,-0.7379,1.7988,10.2859,-1.2467,1.0087,2.0746,-0.9107,0.0046,-2.11,0.5306],[-0.572,-1.1964,6.3573,14.89,-1.0268,0.8166,2.5472,-0.6166,-0.2532,-2.1742,0.2441],[-0.8888,-2.6395,6.8634,17.8904,-2.0334,-0.3106,-0.0996,-1.1293,0.0761,-2.3675,-0.2718],[-1.07,-2.3688,6.6731,16.9613,-0.958,-0.3439,0.1733,-0.7712,-0.1777,-1.5542,-0.3537],[-1.427,-3.0509,4.7904,15.2832,-0.8709,1.1602,1.1907,-1.1378,-0.0989,-2.6427,0.0411],[-0.0145,-2.0404,7.4413,18.8987,-3.2272,-0.6689,-0.5141,-1.1317,0.2467,-2.2095,-0.1659],[-1.0805,-1.6257,7.3518,18.2692,-2.1471,-0.9617,-0.4397,-0.8483,-0.0841,-1.5356,-0.1028],[-1.555,-2.8839,2.8786,12.6915,-1.2775,1.0196,1.0591,-1.0557,-0.2953,-2.8695,0.0828],[-1.9681,-4.6389,6.6681,18.8951,-3.9166,0.9685,-0.1688,-1.8223,-0.1562,-2.6125,-0.2616],[-0.7763,-3.0676,5.3465,17.0976,-3.0629,0.1477,-0.0363,-1.7872,0.0272,-2.5308,-0.5193],[-0.4583,-2.7103,4.0759,12.4543,-2.7411,0.9958,1.6901,-1.1596,-0.5848,-2.981,0.1377],[-1.5861,-2.5486,3.6718,11.7645,-0.3069,1.348,0.5851,-1.2071,-0.418,-2.2853,-0.3016],[-2.12,-3.4333,5.3035,14.9849,-1.5288,1.0629,1.3872,-1.1836,-0.0852,-2.8463,-0.2955],[0.0082,-3.2827,4.5477,12.5245,-1.9057,0.2049,1.9972,-0.9416,0.2731,-2.1451,-0.4398],[-0.6312,-3.0076,7.7231,17.4529,-2.052,-0.3073,1.4111,-1.0987,-0.3527,-2.1904,0.0978],[-1.4677,-3.1011,5.4679,16.8229,-2.0333,0.5041,1.3848,-1.4611,-0.1304,-2.8248,-0.2134],[0.0955,-2.9472,4.2008,14.3435,-1.8623,0.3255,1.2089,-1.5422,-0.2792,-2.5512,0.1038],[-0.2436,-1.67,7.6257,18.9738,-1.2379,-0.5171,-0.5677,-1.2314,-0.2874,-2.5635,-0.3035],[-0.1707,-1.1018,7.2866,18.2026,-1.72,1.0813,-0.2592,-1.4088,0.0961,-2.7206,-0.276],[-0.8515,-1.2433,7.1129,17.3168,-1.455,1.3025,0.1605,-1.0081,-0.2333,-1.9608,-0.4166],[-2.4043,-1.228,6.9148,18.5724,-1.1707,-0.7278,1.4939,-0.8296,-0.4742,-1.9096,-0.0697],[-4.4757,-1.7741,5.1005,16.8324,0.3465,0.3175,0.6014,-1.315,-0.7644,-2.4971,0.1357],[-2.3488,-2.8029,5.8032,16.1722,-0.8411,0.7372,1.5837,-1.2315,-0.6537,-2.0882,0.1736],[-1.9469,-2.7213,6.2376,17.3388,-1.7798,-0.479,3.1941,-1.0869,-0.3876,-2.1004,0.0098],[-2.2346,-2.9557,8.4069,19.4608,-2.4741,1.2133,-0.135,-1.4494,-0.1274,-2.4089,-0.3067],[-3.3602,-2.5848,9.629,19.9997,-3.0139,0.6347,-0.9799,-1.1562,-0.3453,-1.6251,-0.4221],[-3.2438,-1.4643,6.8068,18.7173,-1.9968,-1.2144,0.1293,-1.0114,-0.5255,-2.4487,-0.1859],[3.6908,-2.9502,0.8531,11.8009,-1.2965,-0.88,0.8599,-1.5559,0.07,-1.7195,0.1103],[6.0465,-2.1553,1.3666,5.3966,-1.5103,0.2297,-0.3239,-1.0507,-0.0123,-1.4995,0.0417],[3.2838,-0.7645,4.5566,16.2959,-1.0041,-1.7129,-0.6076,-1.5308,0.3928,-1.8193,-0.1745],[3.1229,0.5344,4.7912,15.228,-1.7712,-0.0786,0.7462,-0.8859,0.377,-2.1469,-0.3388],[3.427,0.3365,5.0518,14.1457,-0.8426,0.4818,0.2338,-1.1816,0.4336,-2.0751,0.0456],[0.8404,-0.3395,9.0451,20.2787,-1.828,-1.3469,-0.8028,-1.0759,0.2194,-1.9425,-0.0001],[1.8193,-1.177,5.3793,16.6724,-1.0948,-0.9846,-0.3244,-1.6292,0.3752,-2.2843,-0.082],[4.7864,0.3431,4.0326,14.38,-2.3161,-0.9376,-0.27,-1.0394,0.3045,-2.2466,-0.0938],[2.879,-0.2898,5.7737,16.4532,-1.9118,0.0133,1.1401,-1.8182,0.641,-2.2126,0.0679],[1.5735,-0.5211,5.74,17.3399,-0.7531,-1.3368,0.9881,-1.9706,0.6446,-2.3367,-0.0987],[-0.405,0.2023,5.769,16.7601,0.4609,-1.071,1.5742,-1.617,0.2509,-1.4905,-0.3988],[0.3924,-0.9815,5.2663,17.7829,0.6131,-1.0523,1.3991,-1.4898,0.4014,-2.4078,0.0028],[3.8793,-1.5513,3.6699,15.1889,-1.7608,-1.4103,0.2252,-1.6944,0.4338,-2.3114,-0.1828],[3.2446,-0.5579,4.8426,14.1947,-2.1755,-0.9245,2.219,-1.1456,0.3007,-2.2543,0.0159],[1.6551,0.7128,6.1221,14.82,-1.7256,-1.0306,1.2649,-1.9726,0.2718,-2.1743,-0.1004],[0.0135,0.0412,5.9828,18.5653,-1.6596,-1.5001,-0.9492,-1.9485,0.375,-2.2455,-0.3612],[1.3366,0.482,6.6184,16.9094,-2.3465,0.0661,1.5699,-1.9975,0.2408,-1.9713,-0.1548],[-0.2396,-0.5593,7.3228,17.8097,-2.5471,-0.3998,-0.8313,-1.6294,0.2514,-2.2431,0.0368],[-0.8633,-1.3074,8.3764,18.4186,-1.6409,-0.6068,-0.6962,-1.2302,0.1144,-1.6699,-0.1599],[-0.848,-1.5487,9.0476,18.1687,-2.5617,-1.6483,-0.797,-1.2667,0.0989,-1.5465,-0.0893],[-0.4029,-1.5149,3.9907,13.7255,-0.3399,-0.1154,-0.3,-1.6548,0.38,-2.3994,-0.2054],[3.1617,-3.3719,1.875,10.6649,-1.6292,0.734,1.4698,-1.1064,0.4177,-1.7432,-0.1806],[2.4133,-2.8523,3.1407,15.4043,-2.5337,0.3097,1.0914,-1.6136,0.4576,-2.0675,-0.1011],[4.1298,-2.33,1.0356,12.6049,-2.7487,0.371,1.3423,-1.6819,0.3365,-2.2068,-0.311],[1.6964,-1.6002,4.308,13.9223,-2.2053,-0.2347,2.7067,-1.0109,0.1372,-1.9157,0.0176],[2.5402,-1.5488,3.8075,12.2704,-2.5217,-0.4129,0.5869,-1.7033,-0.0689,-2.1163,-0.0666],[0.9874,-2.9126,5.1505,17.8071,-3.3738,0.3186,0.3655,-1.9534,0.0662,-2.2813,0.0148],[-0.8086,-2.3609,5.9776,18.0905,-1.5728,0.1644,1.1333,-1.351,0.0346,-1.1648,-0.2072],[0.1727,-2.3427,4.0232,15.2269,-2.2128,1.0552,1.0894,-2.0137,0.1739,-2.4129,-0.036],[0.0094,-2.8958,7.2235,18.4791,-1.6947,-0.4312,0.4934,-1.6389,0.3271,-2.2022,0.1266],[1.3832,-2.7153,3.4694,14.9354,-1.9042,0.6993,-0.9622,-1.9655,0.0659,-2.4072,-0.2099],[1.3741,-2.2438,5.9175,18.2212,-0.6477,-0.7325,-1.0898,-1.4539,0.1609,-1.6441,-0.3389],[0.3362,-2.4186,4.8771,16.873,-1.7702,0.0267,-0.2447,-2.0883,-0.1261,-2.2011,-0.1374],[2.732,-4.569,1.1351,10.6913,-2.3138,0.6739,0.6761,-1.5301,0.0452,-1.9596,-0.0364],[3.1923,-3.8978,2.2533,4.9667,-1.9786,1.7478,0.6606,-0.8776,-0.1317,-1.5187,0.0284],[1.0233,-3.2545,7.8159,12.137,-0.6578,1.2163,0.3757,-0.6115,-0.1305,-1.4447,0.1612],[-1.0309,-3.1428,6.1419,17.3434,-2.5854,0.2714,-0.8205,-1.7729,-0.0221,-2.0278,-0.0631],[-1.7279,-2.8582,6.9799,19.3267,-1.5737,-0.252,-0.9529,-1.5768,0.1962,-1.8153,0.0662],[-2.7707,-2.7229,6.432,19.3895,-2.2554,0.7158,-0.0736,-1.8363,0.1461,-2.3582,0.1639],[0.5016,-4.1115,5.6102,16.8829,-3.4847,0.5186,1.9595,-1.5987,0.1227,-1.8826,0.1341],[2.7351,-4.0737,6.6592,8.5908,-2.2572,1.477,0.4034,-1.1145,-0.0575,-1.5758,0.1193],[-0.0595,-2.5402,6.1317,14.7527,-1.9049,-1.1953,-1.3833,-1.1641,0.143,-1.8447,0.0914],[2.504,-3.8382,5.7374,14.7332,-1.2761,-1.0504,0.1212,-0.9487,-0.0365,-1.4125,0.0298],[3.0732,-3.5504,5.0452,14.1208,-1.8634,-0.0325,-0.3934,-1.1617,-0.0094,-1.4931,0.0729],[2.2764,-2.1187,6.7757,11.4122,-1.029,-0.5428,0.0794,-0.7294,0.0354,-1.2424,0.058],[0.1156,-2.722,4.3206,16.4575,-2.5261,-0.2529,1.5695,-1.1007,-0.3048,-1.5712,-0.0497],[2.5628,-3.969,4.7004,14.6121,-1.5136,-0.384,1.0659,-1.5017,-0.1912,-1.7178,-0.2748],[1.7962,-2.0327,4.6768,14.6949,-2.4757,-0.9819,1.5919,-1.2397,0.0122,-1.8788,0.0457],[0.0302,-2.4762,6.0431,18.5784,-1.7365,-1.1054,-0.3125,-1.5765,-0.0177,-2.1658,-0.1083],[-0.5965,-1.9411,7.1358,18.5711,-2.5645,-1.6352,-0.5424,-1.0665,-0.3775,-1.6849,-0.0742],[-1.0179,-2.042,8.6066,19.7607,-2.873,-2.3921,-0.823,-0.61,-0.231,-1.383,-0.1186],[-0.8873,-1.0496,7.5885,19.0858,-2.4297,-1.427,-0.6856,-0.8965,-0.3753,-1.9474,0.0248],[-0.457,-2.6664,5.201,17.6842,-1.1148,-0.5078,-0.1746,-1.544,-0.2971,-2.7,-0.2025],[-1.1701,-1.3454,17.5618,15.751,-1.666,-0.8,-1.1511,-0.6769,0.2817,-1.3541,-0.131],[-2.8052,-2.5398,12.5279,19.7264,-0.9306,-0.1118,0.5294,-1.5631,0.0763,-1.4662,0.1331],[-3.8256,-1.1182,10.5796,20.2846,-1.3186,-0.2915,1.3933,-1.634,0.0945,-1.9096,0.044],[-2.5699,-1.731,14.1785,19.0929,-1.1343,-1.593,-0.1097,-0.5544,-0.0797,-1.7174,-0.5475],[-2.1746,-2.1537,12.367,18.7387,-0.2402,-0.8846,-1.4164,-1.2252,0.0345,-1.9673,-0.4963],[-0.265,-0.8274,10.1133,17.9173,-0.9233,-1.3698,-0.8659,-1.5618,-0.1666,-2.1847,-0.2579],[0.5677,-0.8663,6.2863,15.3977,-1.5943,-1.8668,0.1216,-1.0338,-0.2097,-2.0472,-0.1995],[3.2413,-1.4144,4.6186,16.312,-2.3952,-1.7331,0.2506,-1.2145,0.0382,-2.0315,-0.1441],[-2.1122,-1.6358,10.347,15.4278,-3.0404,0.3005,-0.4247,-0.7945,0.1891,-1.4882,0.0764],[-2.2131,-2.3484,7.3119,17.2229,-1.7696,-1.0838,-0.056,-0.5983,0.1632,-1.4011,-0.1811],[-1.7502,-2.9539,8.7836,17.9014,-1.3721,-1.548,1.824,-0.1613,0.2989,-1.0538,-0.0687],[0.2095,-1.3216,6.6381,17.1364,-2.4424,-0.5454,2.7216,-0.397,0.0201,-1.0898,-0.1147],[1.3424,-1.102,7.8729,14.1608,-1.9076,-1.1157,0.6628,-0.5099,-0.1065,-1.1045,-0.0782],[-1.4987,-3.1367,4.6551,16.3639,-2.1609,1.0042,3.0773,-1.1172,0.1955,-1.7293,0.1983],[2.9199,-3.1188,2.9546,13.4305,-1.7858,-0.2309,2.5986,-1.193,0.2528,-2.0678,-0.0611],[3.0379,-1.0212,4.7634,12.9703,-3.3619,-0.0008,2.2954,-0.915,0.1967,-1.9104,0.1013],[0.5606,-2.8745,5.8078,16.2655,-1.3896,-0.1432,0.9574,-1.595,0.5784,-2.2931,-0.0083],[-1.357,-1.8147,5.8276,17.3706,-0.1723,-0.8038,1.178,-1.0215,0.344,-1.6306,-0.2021],[-1.2142,-3.087,6.4394,16.6177,-1.7713,0.7536,1.3241,-0.7689,0.18,-2.3319,0.1411]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"To sort a stored sequence from smallest to largest, you are essentially performing a **sort operation** on the data stored in the sequence. This operation rearranges the elements within the sequence so that they are ordered in ascending order, starting from the smallest value and moving to the largest.\n\nSince you are writing documentation and not requesting an operation, I cannot access or change the stored data. However, I can explain the concept of sorting for you.\n\n**What it means:**\n1.  **Input:** You provide the stored sequence identifier (\"cedar_610\").\n2.  **Action:** You instruct the system to","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":1206,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"I am sorry, but I am unable sort a stored sequence from smallest to largest. I am an AI assistant and cannot access or modify stored data. Instead, please let me know if you need any other assistance.","n_tokens":44,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":40,"identical_to_original":false}}},{"id":"discovery-611401-0082","set":"practice","cohort":"no_tool","family":"transfer_direction","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to move an item from a source container into a destination container. Do not access or change stored data.\nContainer the item goes to: \"014\". Item identifier: \"birch_932\". Container the item comes from: \"cedar_124\".\nUnrelated archived note: maple_262, reference 092. These are not inputs to this request.","tools":[{"function":{"description":"Move an item from a source container into a destination container. Inert synthetic operation.","name":"move_item","parameters":{"additionalProperties":false,"properties":{"destination":{"description":"Container the item goes to","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"item":{"description":"Item identifier","type":"string"},"source":{"description":"Container the item comes from","type":"string"}},"required":["item","source","destination"],"type":"object"}},"type":"function"},{"function":{"description":"Copy an item into a destination while retaining it at the source. Inert synthetic operation.","name":"copy_item","parameters":{"additionalProperties":false,"properties":{"destination":{"description":"Container the item goes to","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"item":{"description":"Item identifier","type":"string"},"source":{"description":"Container the item comes from","type":"string"}},"required":["item","source","destination"],"type":"object"}},"type":"function"}],"prompt_tokens":687,"decision":{"rms":0.36408095781065114,"sumsq":135.73523849248886,"hb":[-0.05457,-0.07339,-1.29158,-0.13688,-0.874,0.28386,-0.27425],"lse":21.612055995566216,"logits":[14.671,14.666,14.968,13.886,12.561,13.058,9.828,10.497,10.214,11.508,8.995,15.03,13.544,10.856,13.707,11.12,9.043,9.262,9.196,10.016,19.705,9.214,13.485,14.928,11.864,11.939,10.857,8.691,11.832,9.995,7.981,13.86,15.189,9.38,10.89,9.197,8.275,11.716,7.382,10.366,12.532,8.943,6.679,12.29,5.242,7.101,5.379,11.858,5.841,15.595,4.622,7.733,8.184,7.436,8.211,5.616,8.168,11.944,12.442,6.017,7.303,16.186,2.496,5.248,6.431,10.492,5.828,10.827,1.184,17.52,9.347,8.027,9.392,-0.324,13.6,3.094,9.485,4.46,10.369,12.853,8.177,8.943,9.99,9.993,11.634,7.715,7.769,5.085,10.943,11.12,-0.816,6.511,19.395,7.418,7.459,6.758,13.642,-4.587,0.829,3.596,7.801,8.996,1.346,9.561,3.397,14.207,12.736,3.03,6.673,11.054,5.155,9.854,7.577,6.773,8.632,12.471,18.188,8.147,8.728,12.243,14.406,11.415,15.164,15.289,16.653,12.295,4.011,9.732,7.336,7.106,2.488,9.847,3.417,8.885,7.362,7.651,5.427,14.879,4.558,8.188,7.687,15.703,14.537,5.275,1.71,8.949,13.781,-2.804,17.26,1.608,-3.196,10.206,7.129,8.54,6.054,10.459,8.493,6.984,8.953,8.67,10.358,4.799,10.266,-1.681,8.611,4.809,10.108,7.694,-5.296,10.661,14.861,14.014,14.333,5.96,8.003,6.493,8.958,7.644,12.401,7.116,8.753,5.971,5.884,4.502,8.295,15.499,7.891,11.755,-0.107,11.494,11.312,4.314,15.359,10.889,8.087,7.273,8.482,15.503,8.938,2.494,8.625,12.256,6.703,0.492,12.177,9.827,12.566,7.728,3.971,11.79,2.03,13.901,15.782,2.304,8.391,6.373,-3.52,4.435,3.254,2.18,11.034,6.243,9.169,2.853,-1.095,7.148,8.139,4.638,0.719,3.593,10.365,-0.929,2.706,7.924,8.484,9.898,5.784,11.929,7.724,11.266,7.537,3.597,3.522,5.038,6.451,10.78,-0.822,-0.214,10.979,10.354,1.177,9.241,10.098,11.602,6.214,-0.936,11.474,12.048,7.678,13.19,9.704,11.441,4.826,0.306,3.962,9.971,3.254,10.563,6.501,16.004,0.347,3.679,0.462,1.878,2.42,9.909,9.762,5.138,8.861,1.938,13.749,9.151,0.85,8.143,7.8,9.194,-3.189,9.75,12.297,12.743,8.446,5.602,13.997,8.857,16.197,8.343,10.186,11.568,13.419,9.125,12.982,8.09,3.615,10.218,7.513,6.006,11.414,11.036,-0.432,9.638,8.771,8.146,15.371,5.057,3.194,3.225,9.493,6.409,-3.062,-0.12,4.648,9.1,8.492,8.572,9.469,13.209,-1.841,-2.165,9.292,10.082,17.086,7.578,4.676,12.528,13.492,3.423,9.999,1.67,3.867,7.079,0.266,9.566,13.253,11.755,9.368,5.966,7.792,5.222,7.228,3.378,11.69,4.03,-0.845,3.869,6.196,12.983,6.077,12.596,7.734,8.46,1.02,5.71,-0.087,0.477,13.876,11.316,8.523,5.308,3.805,2.997,10.011,9.502,0.509,6.098,11.457,3.298,5.865,12.189,8.856,16.819,4.446,-1.025,12.686,2.644,7.064,4.464,0.868,3.55,8.604,12.334,3.453,12.607,5.945,13.326,-0.912,11.838,9.158,5.719,2.289,3.317,6.298,-2.828,4.63,3.942,10.277,2.149,10.037,12.443,-2.405,2.807,10.01,9.07,4.26,4.569,10.17,9.871,-0.424,8.019,6.796,9.714,7.468,9.353,2.231,6.79,5.48,9.09,2.871,1.173,13.705,-1.012,13.101,7.54,3.417,6.497,0.882,5.566,6.705,9.087,11.502,14.519,9.875,7.523,5.789,6.358,1.81,7.089,10.249,1.987,11.57,1.424,8.202,1.685,11.25,-0.935,2.94,2.149,10.455,5.66,8.112,0.697,1.224,13.026,10.064,7.612,9.213,2.117,0.413,2.427,6.648,8.848,9.626,13.964,8.202,-0.657,2.839,0.191,2.465,6.896,8.725,1.616,10.272,6.129,10.763,0.198,7.412,11.172,0.376,9.616,17.723,11.949,4.358,13.582,5.91,8.466,7.349,7.735,12.154,-0.653,8.184,2.434,6.791,4.399,5.582,9.368,0.459,4.712,-0.309,5.497,9.957,14.165,4.242,11.164,1.67,4.844,11.798,1.408,9.751,15.459,7.736,5.701,9.291,1.185,1.243,-2.625,7.119,8.506,2.387,-1.656,1.982,7.469,6.706,7.04,4.638,3.042,5.202,5.567,8.583,1.676,6.571,8.401,7.718,3.699,-0.728,11.165,-0.757,6.595,13.283,10.691,4.456,4.709,0.868,6.409,-0.278,-0.456,8.865,17.117,4.803,12.188,2.986,7.691,8.993,2.769,-2.212,3.263,9.165,12.726,7.834,4.605,10.975,3.208,0.08,3.388,8.554,10.602,1.105,4.545,0.026,7.309,7.753,2.272,1.428,6.166,10.679,-0.144,3.808,2.026,7.083,-0.163,8.979,0.256,12.118,9.784,-1.709,4.632,8.965,0.068,3.407,2.577,7.334,12.131,3.48,8.562,7.022,5.249,12.706,10.865,2.668,-3.733,-2.465,-1.737,9.038,11.046,8.328,9.484,-1.89,5.041,2.612,8.051,6.824,8.362,9.702,6.852,6.77,2.783,5.505,12.347,7.007,10.212,-1.411,3.318,3.239,2.194,1.963,3.237,7.647,12.987,8.721,-0.063,0.553,7.702,8.479,0.912,5.464,10.471,5.096,9.1,6.262,-3.815,7.398,3.918,0.089,5.176,10.842,10.322,1.912,0.279,0.665,11.968,-1.54,5.101,9.252,5.447,8.708,11.017,1.494,5.425,8.279,1.587,5.296,13.979,-2.098,0.111,4.236,6.727,1.013,6.743,8.768,1.817,0.177,3.276,3.921,1.912,6.116,9.152,2.006,0.986,0.922,9.507,6.5,7.322,4.518,13.141,14.147,10.101,3.36,4.9,-0.502,2.37,7.763,1.52,8.482,3.802,1.312,-0.581,13.282,-1.775,7.448,3.646,1.704,4.625,8.878,-1.07,10.172,11.21,1.834,0.836,7.711,5.446,1.436,4.389,2.895,1.325,5.316,2.974,3.066,7.804,-1.342,8.431,8.62,3.729,5.45,1.725,3.363,6.557,1.39,7.762,9.173,1.051,11.377,3.509,4.77,7.22,5.698,2.59,8.832,0.516,2.188,2.774,8.851,1.342,-1.798,12.902,1.895,1.072,5.182,0.307,-3.898,2.491,9.124,1.249,3.937,-1.516,2.787,10.994,6.404,3.267,-0.454,2.203,-2.332,2.238,-0.564,-3.638,5.742,10.507,1.92,-0.893,4.393,5.607,0.189,7.065,13.198,-1.784,6.186,6.835,3.676,6.42,9.302,-3.303,4.992,0.572,10.506,1.275,-0.131,4.689,3.051,1.526,-2.972,-1.831,1.489,3.858,3.658,5.639,-2.012,6.231,4.136,1.673,-0.489,-3.883,0.347,0.396,3.634,1.321,3.416,1.491,4.226,1.685,6.168,2.997,-0.792,-1.381,0.603,2.134,2.151,4.699,1.806,3.839,-1.713,3.228,2.627,1.614,1.029,-3.608,2.525,5.348,-0.537,-0.179,1.674,-1.143,2.124,10.176,8.862,1.843,1.742,2.874,5.266,4.031,0.276,-2.616,3.073,2.799,-0.57,1.773,2.845,-3.884,1.59,-0.155,2.97,-0.247,1.242,-1.405,-2.072,2.025,-0.071,-2.299,0.055,2.156,1.612,-0.322,-0.864,-3.061,1.817,0.687,0.43,2.773,3.016,0.429,3.957,3.795,2.201,-0.936,0.091,-1.235,2.637,-0.753,2.566,2.028,2.892,1.889,-1.34,-2.836,5.058,4.536,3.031,1.661,1.671,4.439,0.541,-0.609,-0.386,-2.6,-2.657,2.749,-2.126,3.258,0.583,4.499,1.651,1.276,4.198,3.783,0.389,3.644,-3.541,0.368,0.743,-0.271,-0.065,0.314,-0.205,1.837,-2.977,-4.113,2.312,0.736,-0.713,0.399,1.494,3.583,0.145,4.971,0.035,1.84,-0.342,1.577,1.512,-3.0,5.741,0.584,2.471,3.755,-1.424,0.382,1.252,5.38,1.941,-0.19,0.551,1.658,-1.435,1.575,2.757,0.018,5.691,0.196,0.909,1.338,-0.904,-2.473,-0.811,-2.444,5.128,-1.034,1.978,1.794,1.216,-0.668,3.061,1.746,2.356,-4.025,1.132,2.944,-1.549,0.792,-1.375,3.392,-0.821,1.294,6.548,-0.425,1.894,3.016,4.302,1.075,3.898,-0.457,2.658,0.319,-0.63,-0.084,-1.422,-0.617,2.283,4.166,-0.445,3.112,1.414,4.995,1.045,2.833,3.794,0.188,4.308,-0.017,1.181,4.322,-0.987,-0.226,-2.051,1.269,-1.697,-0.618,0.524,-0.469,3.86,-2.45,1.526,1.849,-0.783,0.806,4.639,2.298,1.171,2.291,4.285,0.87,-4.004,8.837,20.977,7.818,9.476,9.078,15.661,11.397],"base_top":[[248058,20.977],[40,19.705],[1206,19.395],[1919,18.188],[27775,17.723],[760,17.52],[2665,17.26],[38416,17.117],[12189,17.086],[15771,16.819]]},"positions":{"tokens":[248058,198,27,1628,28,3288,5457,29,198,27,15704,31487,29,198,42404,329,62,24,18,17,198,510,15704,29,198,27,15704,28,2348,29,198,1931,277,62,16,17,19,198,510,15704,29,198,27,15704,28,17459,29,198,15,16,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","move","_item",">","\n","<","parameter","=item",">","\n","bir","ch","_","9","3","2","\n","</","parameter",">","\n","<","parameter","=","source",">","\n","ced","ar","_","1","2","4","\n","</","parameter",">","\n","<","parameter","=","destination",">","\n","0","1","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.313,-1.9025,0.9258,1.3666,-2.6082,1.4509,0.4657,0.0965,0.1366,-0.7158,-0.0346],[-3.5958,0.2816,7.253,14.5572,-1.3897,-1.4157,1.3913,-0.8618,0.0486,-0.5794,-0.3021],[-3.5016,-1.1474,10.1526,16.6442,-2.1951,-0.8271,-0.4069,-0.195,0.0425,-0.6487,-0.1113],[-1.9566,-0.7322,10.1059,16.9058,-2.7881,-0.4261,0.9796,-0.8245,-0.1237,-0.4436,0.0546],[-1.3011,-1.3354,8.4777,17.1163,-3.3128,-0.9663,-1.1814,-0.6249,0.0277,-0.7084,0.3876],[-1.044,-1.018,10.842,15.8559,-1.8186,-1.7083,-1.4693,-1.0626,0.1664,-0.927,0.0043],[-3.682,-2.4935,9.5558,21.264,-1.9138,-0.5081,0.8441,-1.2477,0.0584,-1.3891,0.223],[-5.6748,-2.7095,8.9945,21.6241,-1.4168,-1.4628,1.0181,-0.7198,-0.1135,-1.0562,0.2607],[-5.5476,-0.3722,9.9923,21.137,-2.9575,-1.8159,1.662,-0.3014,0.0889,-0.8724,0.0383],[-4.5497,-0.5736,11.6654,17.6024,-2.3751,-1.6543,-0.0755,-0.3204,-0.1847,-1.0236,-0.2025],[-0.9629,-0.7752,9.8511,17.3955,-4.3031,-0.8459,2.7412,-0.5251,-0.0702,-0.7801,-0.0376],[-1.6675,-1.2844,9.6369,18.3625,-4.5898,-1.6954,-0.8517,-0.7914,-0.0436,-1.3394,0.4658],[-4.2137,-2.6657,12.3285,21.9577,-2.7492,-3.1678,0.2354,-0.7984,-0.3448,-1.3806,0.1606],[-3.5083,-1.2451,17.4864,19.5895,-3.8301,-1.1825,0.3888,-0.1937,0.2566,-1.1551,-0.0585],[-1.11,-1.1026,20.3695,15.0565,-1.9173,-1.2435,-1.9858,-0.3905,0.2123,-1.1557,-0.0369],[-3.6425,-2.1006,13.1281,20.6421,-1.7043,-0.2367,2.1997,-0.7611,0.0971,-1.3203,0.3375],[-4.2577,-1.798,12.8215,22.4174,-2.2773,-0.5429,1.7044,-1.4681,0.1789,-1.6999,-0.0585],[-2.9004,-2.8789,16.537,21.3804,-2.5964,-1.5693,-0.2203,-0.4603,0.0264,-1.5358,-0.5691],[-3.784,-2.44,13.8428,21.3121,-0.5748,-2.6181,0.6302,-1.2328,0.1082,-1.5037,-0.353],[-4.1918,-1.549,13.0637,22.0293,-1.3376,-1.1667,0.9707,-1.4482,0.3709,-1.6177,-0.3652],[-4.4357,-1.4686,11.3651,22.0438,-2.3414,-2.0124,1.3967,-0.6873,0.1509,-1.3838,-0.1819],[-4.4733,-1.136,12.5271,19.6652,-2.4974,-1.7956,0.7735,-0.6436,0.1398,-1.4269,-0.5764],[-2.6406,0.3888,11.7873,17.212,-2.2763,-1.2769,0.8914,-0.792,-0.0129,-0.9242,-0.4619],[-4.5433,-0.4842,9.6236,21.5091,-1.9922,-3.1834,0.7692,-1.0116,0.1247,-1.2882,-0.1791],[-3.3693,-1.6027,11.3618,21.6962,-2.7846,-1.3029,2.1394,-0.1809,0.2957,-1.1231,0.0145],[-4.2137,-0.853,11.2357,18.9407,-3.0739,-1.4799,0.914,-0.4096,-0.1356,-1.1025,-0.2625],[-0.5349,-1.3969,11.8991,19.0353,-4.213,-2.0148,1.6517,-0.5951,-0.2403,-0.934,-0.1235],[-0.6169,-1.1833,11.3174,19.5466,-4.7952,-2.1108,-1.4047,-0.8736,-0.0359,-1.3402,0.3083],[-0.6286,-1.1897,13.4314,19.4575,-4.034,-2.0932,-0.5494,-1.3001,0.111,-1.3027,-0.1656],[-3.9608,-1.7216,10.6361,20.8306,-2.5864,-2.2618,1.894,-0.8486,0.0729,-1.3112,-0.0223],[-2.6165,-0.7906,16.1199,19.2815,-4.4497,-1.0164,1.4259,-0.0865,0.4013,-1.0665,-0.1022],[-0.3738,-0.5981,19.8062,15.6043,-2.8421,-1.2134,-1.413,-0.3129,0.3964,-1.0691,-0.1129],[-2.9965,-2.6973,13.5503,21.3589,-1.2332,-0.8151,0.8032,-1.1139,0.0515,-1.0781,-0.0746],[-4.656,-1.6382,13.203,23.3131,-2.0822,-0.4997,0.8933,-1.5098,0.3107,-1.645,-0.1792],[-3.4068,-3.1127,16.7626,22.0452,-1.7755,-0.9178,-0.4448,-0.5434,0.1895,-1.5111,-0.7757],[-3.3574,-2.1666,13.3808,21.0417,-1.9105,-2.3396,-0.5735,-1.1529,0.2612,-1.7473,-0.5542],[-2.9865,-2.3648,12.3784,22.0555,-0.6813,-2.2666,-0.0387,-1.3935,0.3089,-1.7975,-0.2243],[-3.9398,-1.2165,10.5875,22.2433,-2.075,-2.3907,1.1402,-0.5454,0.258,-1.5358,-0.1745],[-4.2806,-1.5274,12.7402,20.2031,-2.0241,-1.6329,0.9865,-0.6329,0.3598,-1.4541,-0.5622],[-3.1423,-0.0161,11.6338,17.9718,-2.2274,-0.9999,1.1737,-0.5975,0.0563,-0.7839,-0.7105],[-4.9544,-0.5038,9.9157,22.385,-2.2215,-3.1282,1.2998,-1.0166,0.1794,-1.0305,-0.1837],[-4.2653,-0.9792,10.8273,21.1938,-3.2135,-0.7193,2.7592,-0.431,0.1886,-1.0975,-0.1273],[-4.1855,-0.5871,10.5072,18.6662,-2.3565,-0.9451,0.3849,-0.6238,-0.1846,-0.8445,-0.3234],[-0.8847,-0.3978,10.4419,18.073,-4.2108,-0.633,2.6028,-0.8486,-0.2382,-0.6482,-0.1877],[-2.7983,-0.8934,10.9667,20.2634,-4.7005,-1.5027,0.1422,-0.6555,-0.0662,-0.9444,0.2461],[-1.8225,-1.3896,14.0897,19.5127,-3.7285,-1.8077,0.1919,-1.2784,-0.023,-1.1246,-0.2065],[-3.9539,-2.1923,10.1655,22.1288,-2.0556,-0.692,0.3525,-0.8085,-0.0119,-1.4216,0.0576],[-3.6722,-1.28,13.9869,20.5914,-3.1164,-1.0239,0.6269,-0.3924,0.1866,-1.1072,-0.2483],[-2.4228,-1.1314,17.642,17.8662,-2.2593,-1.419,-1.5396,-0.3299,0.0627,-1.1009,-0.3227],[-4.0634,-3.2466,14.1838,21.7607,-1.0625,-1.5612,-0.4932,-0.5865,0.304,-1.3274,-0.5534],[-3.4504,-2.9871,13.3706,21.8911,-0.8579,-1.5798,-0.7357,-1.0716,0.1875,-1.6964,-0.2999],[-4.5138,-2.2303,10.3008,21.606,-1.0598,-2.0404,1.3101,-0.4795,0.2142,-1.3476,0.0242],[-3.9387,-1.599,11.9546,19.357,-1.5972,-1.5782,0.7342,-0.7288,0.2579,-1.2075,-0.4538],[-2.8952,-0.1536,11.8722,18.9669,-2.1199,-0.4931,1.0277,-0.6548,0.2172,-0.578,-0.4963],[-3.1682,-0.207,8.8874,20.2924,-0.8799,-2.2941,0.1788,-0.7306,0.2703,-1.1425,0.0316],[-2.9263,-0.4554,8.6985,18.7887,-1.4653,-0.9238,1.7753,-0.3195,-0.0926,-1.3376,0.015],[-3.1525,0.166,10.3591,16.5893,-1.1018,-1.1637,0.1179,-0.7601,-0.1594,-1.2273,-0.0642],[-4.0527,-0.0095,10.5813,18.0976,-2.3249,-0.9817,-0.7821,-1.0322,0.1078,-0.9739,-0.2392],[-4.1877,-0.1493,5.5135,12.5416,-0.8987,-1.4748,2.2482,-1.249,0.3172,-0.7163,-0.1328],[-4.1171,-2.5459,9.9507,17.3393,-1.5197,-1.3118,3.428,0.1592,0.366,-0.795,-0.0656],[-4.1206,0.6322,8.11,12.2012,-1.3807,-1.0531,-0.0247,-0.864,-0.0706,-1.2898,0.2576],[-2.4765,0.869,8.8594,12.7896,-1.8375,-0.3536,-1.5487,-1.0292,-0.035,-1.3713,0.1394]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=move_item>\n<parameter=item>\nbirch_932\n</parameter>\n<parameter=source>\ncedar_124\n</parameter>\n<parameter=destination>\n014\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=move_item>\n<箇词=source=\"cedar_124\">\n<parameter=item>\nbirch_932\n</parameter>\n<箇词=destination=\"014\">\n</parameter>\n</function>\n</tool_call>","n_tokens":60,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0016","set":"practice","cohort":"valid_call","family":"reservation_lifecycle","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> create_reservation {\"resource\": \"birch_649\", \"slot\": 6}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: reserve a resource for a slot.\nResource identifier: \"birch_649\". Slot number: 6.\nUnrelated archived note: cedar_511, reference 057. These are not inputs to this request.","tools":[{"function":{"description":"Cancel the reservation for a resource and slot. Inert synthetic operation.","name":"cancel_reservation","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"resource":{"description":"Resource identifier","type":"string"},"slot":{"description":"Slot number","type":"integer"}},"required":["resource","slot"],"type":"object"}},"type":"function"},{"function":{"description":"Reserve a resource for a slot. Inert synthetic operation.","name":"create_reservation","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"resource":{"description":"Resource identifier","type":"string"},"slot":{"description":"Slot number","type":"integer"}},"required":["resource","slot"],"type":"object"}},"type":"function"}],"prompt_tokens":588,"decision":{"rms":0.3766864983642489,"sumsq":145.29711928311735,"hb":[-0.02125,-0.01,-2.08787,0.2148,-1.59206,0.16013,-0.57889],"lse":24.602219605707734,"logits":[13.084,13.504,9.881,11.958,10.527,10.032,7.193,7.673,10.471,10.02,8.914,16.063,11.794,11.079,12.587,9.853,8.379,8.832,11.091,9.207,20.749,9.666,10.046,11.837,12.188,10.723,12.886,9.049,10.619,9.753,8.587,13.619,14.045,8.653,11.893,8.612,8.952,11.17,8.412,8.724,10.608,9.37,7.825,11.669,3.276,5.646,0.041,11.652,6.134,13.475,5.475,10.102,8.766,8.43,9.032,4.755,8.745,14.169,10.492,6.979,8.309,13.295,3.546,7.066,9.934,11.588,6.235,9.669,2.931,17.256,9.562,6.348,8.769,-1.079,6.029,3.338,9.843,5.149,8.475,8.453,9.133,10.446,7.375,6.934,9.9,4.991,8.951,5.02,8.174,12.376,0.401,5.011,14.461,11.506,4.547,6.257,11.602,-3.264,3.618,4.256,7.609,8.415,0.456,5.986,0.59,12.67,9.703,4.884,7.323,10.988,7.373,9.848,5.368,5.842,6.231,9.723,15.611,4.608,6.364,7.344,11.926,9.583,12.045,13.263,12.297,11.485,1.98,11.149,8.639,7.438,1.185,6.687,3.965,6.14,11.991,7.124,3.521,12.066,5.298,8.701,9.328,13.086,12.162,4.729,-0.646,6.76,10.26,0.544,15.141,1.887,-0.064,8.303,4.571,7.382,5.204,8.853,5.631,7.823,7.11,8.916,6.671,4.356,9.225,-1.822,8.417,4.097,7.253,4.264,-6.112,8.061,11.171,10.773,12.453,4.503,8.589,4.083,6.48,7.432,11.224,7.182,7.06,5.493,4.7,5.862,11.131,14.814,4.66,11.816,-2.705,9.978,8.873,2.897,10.723,11.598,6.117,3.33,9.081,10.433,8.554,3.098,6.456,12.333,6.641,4.036,11.877,6.315,8.794,6.633,4.742,10.738,1.368,10.829,13.811,3.232,6.737,4.948,-5.198,1.066,3.444,4.624,6.605,7.454,8.36,3.995,0.203,4.322,6.377,5.699,-0.27,3.801,9.181,-1.956,3.381,7.37,7.985,10.557,2.55,9.005,7.013,8.072,7.654,3.493,2.895,4.328,5.324,12.121,0.967,-4.633,5.833,9.101,0.469,11.492,8.269,7.192,3.606,-2.169,10.794,11.545,5.934,10.752,6.666,9.777,6.16,0.554,6.695,4.814,1.654,10.594,4.991,13.49,1.152,2.519,2.141,0.005,1.566,6.336,5.644,6.102,6.979,1.48,9.47,7.58,-0.406,5.202,4.634,8.903,-0.808,6.503,12.945,11.21,8.044,5.613,10.446,5.175,6.898,7.503,6.532,10.806,13.512,9.537,10.441,4.705,6.956,7.847,7.113,3.752,3.8,9.471,3.632,8.616,6.878,4.998,11.212,3.13,-1.807,-3.729,8.378,5.442,-3.094,-0.958,4.093,10.09,7.947,7.655,7.363,8.885,-2.945,-3.801,6.692,7.373,13.512,8.37,2.87,8.251,13.557,7.316,9.115,3.087,2.453,4.682,-1.529,10.048,13.271,12.34,8.064,3.278,8.031,4.431,8.212,1.865,8.934,5.378,0.051,6.463,10.511,12.258,6.529,10.542,9.669,8.253,0.483,4.844,-0.473,0.555,11.916,9.692,11.713,4.902,4.178,3.968,9.902,10.252,1.705,5.512,9.783,6.097,3.789,9.364,7.945,12.924,5.982,-1.967,13.138,3.694,7.053,5.027,2.345,3.146,9.172,11.211,3.179,10.459,3.84,9.877,0.553,8.767,6.788,2.212,2.49,0.39,3.573,-1.288,5.339,2.096,10.642,0.666,8.453,10.81,-3.727,3.925,9.663,7.527,0.266,5.594,7.847,9.161,-1.972,11.293,6.036,9.761,9.378,11.161,3.259,7.65,3.76,10.142,5.313,2.449,11.559,-1.489,11.886,9.601,3.942,5.261,3.254,4.719,7.34,5.893,10.901,10.735,8.556,6.043,7.392,4.27,1.925,4.411,9.358,1.703,11.802,1.299,6.906,-0.623,13.614,-2.435,4.091,3.115,8.622,6.776,3.531,0.581,1.811,8.506,8.528,5.693,8.141,2.132,-0.219,2.366,7.788,7.508,6.481,11.55,6.244,-0.322,1.769,2.595,0.686,7.72,5.197,3.317,7.711,5.624,8.448,0.204,6.497,9.323,-0.62,5.373,15.136,7.789,5.301,4.895,5.22,7.582,5.669,4.874,10.318,1.282,7.236,3.462,4.68,0.775,3.095,4.312,-0.467,5.223,1.487,5.745,11.09,13.989,2.252,8.774,-0.766,3.393,7.242,4.645,6.234,12.854,2.439,6.359,8.047,1.625,1.726,-2.732,4.887,5.808,1.327,-2.616,1.329,6.48,5.712,4.744,3.272,5.027,3.71,4.745,6.765,3.133,3.657,3.012,4.424,1.147,3.107,11.312,0.81,3.612,9.39,6.361,5.456,5.934,2.5,4.386,-0.999,2.096,8.566,8.934,5.079,11.537,2.091,7.449,7.436,3.369,0.691,2.511,7.503,10.788,6.345,0.67,9.432,2.641,0.006,6.778,4.617,7.502,1.298,4.932,-1.458,4.538,7.144,-1.17,2.764,6.625,8.254,-0.384,3.998,2.141,6.175,2.529,11.19,-1.913,9.263,7.933,-1.761,4.859,9.056,-1.173,1.306,2.658,5.717,12.933,1.237,6.19,7.233,4.163,10.496,10.334,0.898,-0.761,-3.591,0.637,5.83,8.673,6.691,7.419,-1.975,6.571,2.096,6.185,3.612,7.865,8.503,5.768,3.876,2.407,4.265,10.653,4.027,8.247,-2.601,5.366,5.387,1.737,2.531,3.728,7.37,10.374,6.401,0.061,-1.065,3.749,8.813,-0.617,5.016,5.777,7.253,7.68,7.071,-2.579,3.011,3.099,-0.134,2.014,7.765,5.91,-4.062,1.079,-1.222,10.487,-0.946,3.293,7.456,5.796,7.201,8.65,3.055,6.64,7.128,-0.047,4.894,9.259,-4.65,0.425,0.64,5.258,2.189,6.937,6.844,7.122,0.673,2.261,4.732,1.462,7.983,9.932,1.981,0.527,-0.499,9.304,2.984,7.422,5.94,3.842,9.805,5.891,4.845,5.257,0.245,2.793,4.904,1.693,3.829,2.541,-0.285,0.137,13.117,-2.32,6.63,1.775,-0.335,5.227,6.767,-1.393,6.731,12.98,1.506,0.742,4.261,5.057,5.029,3.174,3.767,0.991,4.732,1.194,2.878,9.508,-0.108,8.17,8.715,5.54,4.002,-1.154,4.406,5.531,1.762,7.923,8.859,2.872,12.442,0.571,3.261,3.754,6.357,3.078,7.675,4.311,1.569,2.697,6.57,1.196,-0.819,8.322,-2.024,1.434,6.814,2.78,-2.685,2.488,7.833,-0.266,2.881,-2.805,3.244,9.385,7.346,4.123,-0.664,2.907,-0.347,3.091,-0.472,-3.048,6.0,6.849,0.642,-1.416,2.165,5.765,1.823,6.453,12.251,-2.457,5.309,5.602,5.538,5.043,9.508,-2.701,1.868,1.232,8.624,-1.785,-0.687,6.234,2.351,-1.585,-1.394,-0.907,1.15,-0.45,2.634,3.245,-0.322,5.429,4.154,1.327,-1.415,-2.805,-3.08,2.181,1.591,2.536,2.505,0.466,6.597,0.204,5.659,2.199,-1.286,2.266,-1.424,3.413,2.294,3.735,3.37,4.485,-1.492,3.644,1.553,0.671,0.574,-3.094,3.854,2.183,2.076,-0.164,1.548,-0.446,1.543,13.505,9.69,3.175,3.025,3.655,2.6,3.774,-0.11,-0.416,2.792,2.35,-1.292,0.603,-1.439,-5.097,5.341,-0.306,2.23,-1.108,1.72,-1.699,-1.141,4.639,-0.008,-1.638,0.922,1.588,0.733,-0.123,-1.504,-1.544,3.113,1.722,0.303,0.923,1.241,-0.204,0.091,2.156,0.216,0.04,-1.285,-1.351,0.039,0.395,2.533,2.44,5.448,2.631,-1.71,-3.062,4.234,3.344,0.145,2.566,2.284,3.964,0.907,-1.228,1.41,-1.4,-0.41,4.654,0.826,3.159,1.266,5.338,2.703,2.02,3.674,4.76,0.984,4.758,-3.224,0.705,1.141,1.044,4.44,1.852,0.69,3.218,-2.747,-1.349,3.704,1.511,0.504,0.718,3.794,2.792,-1.205,3.902,-1.414,2.59,3.16,2.211,0.139,-2.537,4.6,2.954,-0.154,2.188,-4.002,1.178,0.878,4.708,-0.916,2.361,0.2,3.295,0.911,-0.598,4.123,7.445,2.495,-0.071,-1.144,2.2,-2.598,-2.046,-0.621,-3.012,1.98,-0.628,2.457,-1.505,0.323,-1.29,0.179,4.183,1.407,-0.766,2.402,0.605,-1.167,0.152,1.534,3.686,1.595,-0.868,5.825,1.137,1.356,3.397,3.377,0.59,1.108,-1.502,2.033,0.416,-1.073,0.409,-2.602,-0.134,1.84,2.542,0.127,2.947,3.651,3.167,0.255,3.855,0.517,2.577,4.893,0.482,1.802,3.871,-2.409,-1.45,-1.238,0.407,-1.729,-2.363,1.061,-0.235,0.88,-3.82,1.704,1.28,-0.587,-0.876,2.201,4.332,-1.161,4.804,3.502,1.989,-3.83,10.997,24.578,11.521,12.818,12.224,16.385,14.266],"base_top":[[248058,24.578],[40,20.749],[760,17.256],[248068,16.385],[27,16.063],[1919,15.611],[2665,15.141],[27775,15.136],[3928,14.814],[1206,14.461]]},"positions":{"tokens":[248058,198,27,1628,87950,93212,29,198,27,15704,28,8960,29,198,42404,329,62,21,19,24,198,510,15704,29,198,27,15704,28,20877,29,198,21,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=create","_reservation",">","\n","<","parameter","=","resource",">","\n","bir","ch","_","6","4","9","\n","</","parameter",">","\n","<","parameter","=","slot",">","\n","6","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.6578,-0.3194,0.5165,0.8486,-1.7877,0.5376,-0.028,-0.0367,0.109,-0.4816,0.1268],[-3.9757,0.9906,7.4741,14.4962,-0.8509,-1.5839,1.717,-0.803,0.1019,-0.427,-0.4476],[-4.6176,-0.467,11.3808,18.5869,-1.5209,-0.7262,0.0088,-0.3326,0.1133,-0.6878,-0.2006],[-1.2786,-0.2266,10.258,16.5084,-2.865,-0.3603,1.1125,-0.8127,-0.0108,-0.6316,-0.1316],[-1.6676,-1.1391,11.1042,17.9031,-3.4058,-0.9058,-1.99,-0.56,0.1155,-0.8069,0.4453],[-3.1346,-0.1186,10.0294,20.3937,-1.067,-0.7222,-0.0457,-1.2214,0.1653,-0.8943,0.3154],[-5.3345,-1.6644,10.5237,23.21,-1.3498,-1.6353,0.7818,-1.0418,0.1308,-1.1246,0.0101],[-5.6197,0.1144,10.9982,22.6323,-2.2106,-2.2404,1.7999,-0.4279,0.0316,-0.8765,-0.2484],[-4.6881,-0.019,12.1594,18.7015,-1.5878,-1.3908,0.1506,-0.3349,-0.1824,-1.0499,-0.252],[-0.7574,-0.2093,10.4697,17.0328,-2.4692,-0.9398,3.3857,-0.6787,-0.3113,-0.8531,-0.2382],[-1.7035,-0.2255,11.2014,20.3768,-3.3611,-1.9345,-1.38,-0.733,-0.1806,-1.1239,0.3459],[-1.1464,-0.3467,13.5493,18.5891,-2.1455,-2.6077,-0.979,-1.4156,-0.1423,-1.4114,-0.1534],[-4.4242,-2.7086,11.9636,22.7878,-2.6339,-2.5024,0.7884,-0.8308,-0.1768,-1.5832,0.1168],[-4.5625,-1.9147,17.1016,19.3373,-3.6315,-1.7534,0.113,-0.051,0.1779,-1.3608,0.0075],[-2.4628,-1.7438,21.58,16.0992,-2.1466,-1.9609,-3.0024,-0.3533,0.0197,-1.4184,0.0407],[-3.9703,-1.855,13.5454,20.7492,-1.9132,-0.14,1.6611,-0.7875,0.1598,-1.4631,0.3293],[-4.3903,-1.0589,13.0399,22.9288,-2.3927,-0.8369,1.3423,-1.504,0.1989,-1.5963,-0.016],[-3.2856,-2.0679,16.8877,22.1848,-2.9746,-2.0292,-0.6944,-0.4801,0.0768,-1.5272,-0.5655],[-3.2622,-2.6396,13.9456,20.7068,-1.5595,-1.7731,-0.7511,-1.4726,0.1303,-1.8991,-0.5056],[-4.3837,-1.8305,13.648,21.5924,-0.8455,-2.351,0.7789,-1.2032,0.0929,-1.6772,-0.25],[-5.1781,-0.9148,11.7547,22.7372,-1.7244,-1.8356,1.373,-0.7582,0.1632,-1.4334,-0.1881],[-5.9354,-0.8282,12.5793,19.6491,-2.4606,-0.9819,0.5953,-0.3981,0.1885,-1.178,-0.5811],[-3.2061,-0.1107,10.5933,15.9577,-1.8699,-0.7712,1.29,-0.2511,-0.033,-0.7106,-0.5817],[-5.4095,0.27,9.7721,21.9262,-1.7466,-2.6782,1.1417,-0.9616,0.2036,-1.4024,-0.118],[-4.0793,-1.3995,11.8823,22.7156,-2.3145,-0.5811,2.1764,-0.5343,0.3634,-1.2644,-0.1159],[-4.8283,-0.3012,10.9487,18.7951,-2.3443,-0.9855,0.2348,-0.408,-0.1231,-1.0402,-0.3212],[-1.5131,-1.1968,11.4011,17.6067,-3.5509,-1.2384,2.1236,-0.4081,-0.0458,-0.9059,-0.0508],[-2.4819,-1.0926,11.1799,18.2066,-4.2171,-1.5886,-1.2265,-0.2803,0.0679,-1.2521,0.4444],[-1.9299,-1.3647,13.5755,19.3649,-3.4233,-1.8978,-0.8198,-1.221,0.0482,-1.4174,-0.1344],[-4.144,-1.6603,11.1111,22.3315,-2.9688,-2.068,1.7918,-0.7731,0.2277,-0.9808,-0.042],[-3.7096,-1.323,13.2084,22.1404,-3.2529,-1.6561,2.5629,-0.3695,0.3875,-0.8497,-0.4],[-2.8987,-1.4918,17.4169,20.4357,-2.4193,-1.5187,-0.6554,-0.4542,0.2547,-1.0413,-0.2551],[-3.9927,-1.4864,11.8942,23.184,-1.3954,-1.7669,0.3493,-0.6877,0.3849,-1.3206,-0.2819],[-4.6532,-1.2797,12.1147,19.5004,-1.4346,-0.957,1.1696,-0.5735,0.3436,-1.1978,-0.5416],[-2.9604,0.0197,11.396,17.7953,-1.527,-0.4663,1.2219,-0.5017,0.0758,-0.5124,-0.513],[-3.664,-0.3567,9.3998,21.186,-1.141,-2.4616,1.1113,-0.8919,0.2867,-1.048,-0.0785],[-2.8859,-1.8714,9.9075,21.7379,-0.7705,-0.7239,1.9925,-0.4717,0.1887,-1.1995,-0.2563],[-3.1461,0.2291,10.2216,17.2263,-0.9374,-1.226,-0.0802,-0.8204,-0.0917,-1.1052,-0.1565],[-0.5481,-0.5864,10.6319,17.3016,-2.4075,-1.0968,2.9009,-0.4502,-0.1478,-0.8031,-0.2037],[-1.478,-1.0868,11.0278,18.831,-2.9421,-2.2026,-1.0803,-0.4037,-0.1214,-1.0336,0.3827],[-0.5911,-1.2349,13.3534,19.127,-1.9745,-2.5489,-0.6999,-1.1373,-0.0881,-1.397,-0.3948],[-3.5601,-2.4574,11.3879,22.5039,-0.8463,-1.9325,0.5259,-0.8651,-0.0016,-1.559,0.0628],[-3.4851,-1.9356,12.3886,19.9972,-2.6445,-1.1549,2.1506,-0.3374,-0.0825,-1.3503,-0.144],[-1.4429,-2.0849,15.2637,15.3918,-1.0002,-1.0232,0.1126,-0.5092,-0.0555,-1.2904,-0.2543],[-4.0835,-0.8071,9.9714,21.7965,-1.1407,-1.5218,1.5261,-0.6301,0.1627,-1.3596,-0.2343],[-4.2986,-1.186,12.2535,18.7457,-2.1765,-0.7437,1.213,-0.6934,0.2797,-1.2701,-0.5513],[-2.9169,-0.361,11.5416,16.3736,-1.7667,-0.4522,1.2661,-0.6929,0.1102,-0.5875,-0.6489],[-4.2576,-0.1243,8.5914,19.9521,-0.5368,-2.1765,0.7358,-0.7385,0.4195,-1.0552,-0.0368],[-4.0818,-0.7006,10.0957,21.03,-0.9058,-1.4808,2.1431,-0.3455,0.377,-0.8821,-0.4198],[-4.6207,0.5052,11.1028,17.1735,-0.6243,-0.9875,-0.1615,-0.4931,0.084,-0.9449,-0.1603],[-3.8935,0.0171,10.3291,17.2566,-1.4388,-0.6075,-0.2128,-0.8234,0.154,-0.96,-0.3888],[-4.4374,0.0101,6.1788,13.3792,-0.861,-1.5425,2.1199,-1.1918,0.2612,-0.8774,-0.0968],[-4.6885,-1.8252,10.4568,19.2854,-0.6747,-0.4265,3.1097,-0.2518,0.3452,-1.0069,-0.0096],[-4.3077,-0.4922,8.3296,12.8853,-1.8618,-1.7698,0.2333,-0.7834,-0.0797,-1.1041,0.2146],[-3.293,-0.482,9.4978,13.3567,-2.0799,0.1228,-1.6447,-1.0538,-0.1288,-1.561,0.1774]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=create_reservation>\n<parameter=resource>\nbirch_649\n</parameter>\n<parameter=slot>\n6\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":55,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=create_reservation>\n<parameter=resource>\nbirch_649\n</parameter>\n<parameter=slot>\n6\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":55,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=create_reservation>\n<parameter=resource>\nbirch_649\n</parameter>\n<parameter=slot>\n6\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":55,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=create_reservation>\n<parameter=resource>\nbirch_649\n</parameter>\n<parameter=slot>\n6\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":55,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=create_reservation>\n<maßen>\nresource=\"birch_649\"\n</parameter>\n<parameter=slot_number>\n6\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0271","set":"practice","cohort":"ambiguous","family":"clock_shift","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_591, reference 067. These are not inputs to this request.\nThe operation I need is: move a synthetic clock forward by minutes.\nClock identifier: either \"cedar_843\" or \"cedar_8439\", with no preference specified. Number of minutes: 18.","tools":[{"function":{"description":"Move a synthetic clock backward by minutes. Inert synthetic operation.","name":"fx_25478","parameters":{"additionalProperties":false,"properties":{"p_1_34":{"description":"Clock identifier","type":"string"},"p_2_44":{"description":"Number of minutes","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_34","p_2_44"],"type":"object"}},"type":"function"},{"function":{"description":"Move a synthetic clock forward by minutes. Inert synthetic operation.","name":"fx_84692","parameters":{"additionalProperties":false,"properties":{"p_1_34":{"description":"Clock identifier","type":"string"},"p_2_44":{"description":"Number of minutes","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_34","p_2_44"],"type":"object"}},"type":"function"}],"prompt_tokens":661,"decision":{"rms":0.3958716427603468,"sumsq":160.47447812277824,"hb":[-0.01767,-0.0257,-2.09129,0.15186,-1.54421,0.10749,-0.50408],"lse":23.939567808179483,"logits":[12.634,13.104,11.693,13.076,11.99,11.049,9.417,8.891,11.223,11.307,11.01,16.013,11.551,10.541,14.945,9.818,9.075,11.573,11.206,10.231,20.577,10.305,11.573,13.666,12.932,12.457,10.257,9.929,12.101,8.561,9.477,13.846,13.9,8.436,13.193,11.457,9.353,11.623,9.169,10.643,12.111,9.034,7.961,11.841,4.193,8.148,0.079,10.626,5.989,13.302,5.525,9.138,9.543,7.764,8.714,5.236,9.497,13.103,10.221,6.847,7.207,14.042,4.989,8.502,10.114,11.948,3.187,9.202,1.596,17.8,7.947,6.964,8.411,-0.784,7.961,3.131,9.544,6.903,8.311,8.566,9.222,9.157,7.396,7.584,10.389,6.006,7.065,5.55,9.246,11.943,2.919,4.794,15.778,12.334,4.439,6.183,12.286,-2.814,4.54,3.477,8.695,7.535,-0.466,7.49,-0.047,13.185,9.99,4.637,8.481,10.523,8.466,9.768,5.177,6.217,6.132,10.597,14.952,5.043,7.235,8.072,11.806,10.302,12.507,13.772,12.642,11.014,3.704,11.836,8.155,8.521,0.724,7.1,3.262,6.506,12.072,8.398,4.72,13.649,6.133,9.514,8.111,14.012,11.7,4.834,0.107,6.585,11.852,1.561,15.593,3.395,-0.829,10.533,6.912,6.64,4.801,9.887,6.287,8.439,8.436,11.841,7.551,4.198,9.663,-2.36,7.042,4.24,10.146,7.408,-6.18,10.498,11.78,10.662,12.946,7.307,9.351,6.242,7.48,6.323,12.539,8.188,5.81,3.886,7.834,3.893,7.835,16.356,5.132,10.841,-2.727,10.038,9.739,2.608,11.057,13.49,5.255,3.905,9.158,10.331,9.427,3.163,6.274,12.153,6.171,4.726,12.58,7.418,9.907,8.492,5.907,12.324,1.949,9.959,14.44,3.149,5.488,5.664,-4.639,1.203,5.16,4.753,7.348,8.376,7.472,4.565,-2.003,5.647,7.888,6.149,1.237,3.596,11.215,-0.331,3.299,6.328,9.409,11.776,4.128,10.288,6.071,8.702,7.238,4.767,3.882,4.285,5.678,12.372,0.499,-3.483,7.443,8.697,-1.231,11.757,8.667,7.826,5.626,-2.266,12.445,11.269,6.837,11.956,9.166,10.688,5.307,2.407,4.319,6.999,6.516,10.206,5.508,14.663,0.266,4.93,1.114,2.081,1.828,7.013,8.3,6.583,7.418,-0.089,10.554,8.697,1.435,5.419,5.137,8.034,0.34,6.626,11.834,11.136,6.891,6.103,10.821,7.617,10.415,10.104,8.668,10.616,13.746,8.214,11.051,5.984,7.106,8.083,6.669,5.051,5.963,9.917,1.675,9.589,7.452,4.243,12.564,4.478,1.59,-1.765,8.145,8.344,-4.601,-0.433,5.595,9.597,8.343,7.854,9.477,9.908,-4.085,-2.17,6.477,9.548,15.387,8.887,1.369,10.343,12.334,6.236,9.868,2.078,3.189,6.266,-2.205,11.401,11.699,11.952,9.886,4.69,9.847,4.377,7.462,3.079,9.457,5.179,-1.541,5.982,9.343,12.589,7.816,10.017,9.711,8.852,1.746,5.063,-1.396,-0.09,11.684,10.203,12.079,5.583,3.171,3.905,10.237,10.863,1.541,6.581,10.479,5.853,5.304,10.586,8.572,13.542,4.627,-3.184,14.727,4.274,7.617,5.345,2.842,2.341,8.258,10.466,3.665,9.611,4.596,11.26,-0.387,9.432,7.786,4.378,1.756,2.132,4.581,-3.232,7.354,2.569,11.063,1.35,9.241,10.566,-1.576,1.918,10.498,7.846,1.387,5.858,8.887,9.161,-1.736,12.26,8.255,9.589,8.28,12.723,2.462,7.321,7.718,9.598,4.229,1.291,12.605,-0.536,13.024,7.66,3.643,6.342,2.132,6.694,7.527,5.601,12.443,11.575,8.589,8.172,6.532,5.593,3.009,4.747,9.57,1.208,11.982,1.44,7.551,-0.573,10.286,-2.053,3.445,3.589,10.031,6.228,5.266,0.016,3.311,10.337,9.062,5.748,8.236,2.55,0.165,2.014,8.298,9.323,7.631,12.827,8.795,-0.071,2.41,1.677,1.299,6.747,5.228,3.201,8.211,6.127,9.466,-0.055,7.352,9.857,-0.367,8.197,16.331,9.026,8.095,7.161,7.439,8.71,6.043,5.439,11.398,0.511,7.711,2.056,6.29,0.666,3.887,5.567,0.251,6.679,0.361,5.147,9.674,13.159,3.053,8.452,0.848,2.296,8.445,3.652,6.937,13.254,5.744,7.376,9.29,1.534,2.236,-2.072,6.442,6.173,0.938,-1.798,1.941,5.87,4.738,5.924,4.407,6.036,5.103,6.378,7.311,3.229,5.351,5.679,4.425,1.189,0.588,10.919,0.893,5.713,10.82,6.486,5.466,7.681,2.699,6.224,-2.62,1.476,6.515,12.806,4.667,11.182,2.675,8.214,8.978,5.208,-1.09,2.782,7.354,9.769,6.227,2.262,9.922,2.007,-0.617,5.296,4.745,8.968,2.323,4.546,-3.11,5.561,6.312,-0.058,2.226,7.815,9.447,-0.115,5.097,1.548,6.758,0.535,10.784,-0.797,10.665,9.591,-1.614,5.565,8.699,-1.975,2.555,2.399,6.063,11.751,1.266,7.549,9.031,3.395,11.409,10.29,0.842,-0.724,-2.832,1.793,7.785,9.752,8.677,8.016,-0.55,6.947,3.386,8.101,4.741,6.794,10.645,4.136,4.718,1.513,5.635,11.672,4.541,8.323,-1.939,4.02,6.444,2.609,3.442,4.028,8.13,12.16,7.165,1.623,1.051,5.38,10.661,0.463,5.606,7.234,7.478,8.626,6.365,-2.635,3.08,2.941,0.028,2.475,8.749,8.043,-4.262,1.356,-0.157,11.877,-1.15,3.919,8.987,6.772,6.071,8.151,2.673,6.783,7.301,-1.459,6.59,9.418,-4.05,-1.391,3.796,5.631,-0.186,6.327,7.758,7.134,-0.202,3.508,3.894,2.462,6.922,10.402,1.817,3.275,-1.197,10.133,6.356,9.213,5.058,5.407,10.727,6.639,2.707,7.276,2.072,2.948,7.115,0.882,5.624,2.921,0.779,0.009,13.208,-1.701,6.461,3.529,-0.217,5.613,7.279,-1.917,7.806,11.384,0.618,1.35,5.079,4.901,5.885,2.551,5.548,2.378,4.149,3.461,2.791,8.825,0.209,8.435,8.178,5.435,6.029,-0.227,3.573,4.821,2.292,8.481,8.095,2.169,12.431,2.056,3.776,6.145,5.882,4.469,6.385,2.627,1.254,3.236,5.88,1.677,0.192,8.143,-0.386,0.798,8.824,2.903,-2.59,3.445,6.702,0.85,2.62,-2.521,2.345,9.236,5.234,3.364,1.255,1.139,-0.614,2.885,-1.276,-4.255,6.186,7.611,0.954,-1.685,3.458,6.245,2.01,9.003,11.33,-2.336,4.657,5.435,5.224,4.479,9.21,-1.999,3.697,1.61,8.715,0.142,-0.301,4.614,0.863,-0.543,-0.585,-0.022,1.246,0.095,2.049,4.927,0.821,4.857,3.238,2.213,-1.896,-1.139,-1.694,1.328,2.981,1.671,4.138,0.317,4.619,1.151,5.962,2.098,-1.074,2.586,0.098,3.601,1.987,4.157,4.122,3.316,0.3,4.054,-1.002,3.634,1.322,-3.481,3.456,2.027,1.569,0.006,1.43,0.615,2.2,12.665,9.45,3.478,4.31,3.598,3.225,4.563,0.196,0.421,2.965,1.52,-1.551,0.783,-0.364,-5.352,4.965,1.253,2.259,-0.444,3.089,-0.811,-2.381,3.639,-1.178,-0.322,-0.161,1.211,2.086,-0.699,-1.015,-1.286,2.516,1.708,-0.405,0.176,1.137,0.215,3.846,2.634,1.373,-1.805,-2.544,0.057,0.277,1.489,1.039,2.54,4.306,2.818,-1.705,-2.084,5.305,3.915,-0.291,2.16,3.222,3.964,1.227,-1.27,0.863,0.597,0.698,3.934,1.468,1.769,2.456,5.668,1.975,2.225,4.226,3.542,-0.551,5.658,-2.254,1.277,1.106,0.912,3.967,0.628,1.554,3.191,-2.746,-1.759,3.778,0.439,0.815,1.63,1.3,3.469,0.62,5.03,-0.423,3.031,0.994,2.173,0.82,-0.253,4.234,1.031,0.29,3.315,-2.164,0.633,2.357,4.669,1.128,3.52,0.314,3.687,1.328,0.002,5.05,3.544,3.05,0.784,1.299,2.974,-2.278,-0.132,-0.069,-3.849,1.36,-1.61,0.887,-2.167,0.7,-0.258,0.42,5.905,3.886,-0.15,2.965,2.312,0.134,0.032,1.807,4.624,1.221,-2.021,5.664,1.509,2.63,3.911,3.436,-0.071,2.948,-2.652,2.22,0.375,-0.769,0.301,-2.739,-0.04,3.003,3.04,-0.766,3.925,4.278,3.528,0.173,3.467,2.058,1.389,5.868,0.415,4.04,3.115,-0.532,-1.447,-0.693,1.52,-1.6,-1.841,-0.744,-1.271,1.54,-3.304,2.085,2.279,-0.756,-0.657,3.078,3.54,0.401,2.928,4.177,2.49,-4.688,10.053,23.896,11.521,11.607,11.524,15.547,13.818],"base_top":[[248058,23.896],[40,20.577],[760,17.8],[3928,16.356],[27775,16.331],[27,16.013],[1206,15.778],[2665,15.593],[248068,15.547],[12189,15.387]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,23,19,21,24,17,29,198,27,15704,16874,62,16,62,18,19,29,198,1931,277,62,23,19,18,198,510,15704,29,198,27,15704,16874,62,17,62,19,19,29,198,16,23,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","8","4","6","9","2",">","\n","<","parameter","=p","_","1","_","3","4",">","\n","ced","ar","_","8","4","3","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","4","4",">","\n","1","8","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.6856,-1.0887,-0.3823,-0.325,-1.6618,0.586,0.5778,-0.1802,0.1265,-0.837,0.0693],[-4.3472,0.5691,7.4624,14.5215,-0.5657,-1.5822,2.0487,-0.955,0.1124,-0.5585,-0.3607],[-5.1298,-1.5657,10.8763,18.1024,-1.0396,-0.6326,0.466,-0.2335,0.1764,-0.7999,-0.1333],[-2.5892,-1.9312,10.4508,16.6868,-2.1475,-0.5097,1.6868,-0.7414,0.0969,-0.6198,0.0777],[-2.5535,-2.4417,10.4881,16.1866,-2.3551,-0.8252,-0.7382,-0.7221,0.3273,-1.0322,0.6538],[-1.6653,-3.5022,9.3156,15.1552,-0.775,-0.5678,0.672,-0.8135,0.6251,-1.189,0.1388],[-3.8874,-2.2684,10.8142,19.4645,-1.9573,1.2269,0.8727,-1.4318,0.3479,-1.5707,0.2006],[-2.7158,-2.6317,15.2103,18.8568,-1.0342,-0.0131,-0.7247,-0.6093,0.2784,-1.4775,-0.3238],[-3.0154,-2.5007,14.5889,21.8072,-0.7432,-2.547,-1.3094,-1.3229,0.0487,-1.0445,-0.5653],[-2.7711,-2.3935,12.5207,20.0541,-0.2599,-3.5545,0.5113,-1.4905,-0.1576,-1.3322,-0.4971],[-2.6315,-3.5083,12.434,18.0936,0.9295,-1.8146,1.1895,-1.2729,-0.208,-1.3009,-0.165],[-4.1874,-1.6602,11.1665,21.214,0.0488,-1.6429,1.2817,-1.8024,0.389,-1.3484,-0.4047],[-5.2203,-1.5618,10.3569,22.9561,-1.1297,-2.3924,1.381,-0.8837,0.053,-1.1871,-0.0997],[-5.2534,-0.4409,10.5221,21.0302,-2.0381,-2.2068,1.3664,-0.2886,0.011,-0.8519,-0.2529],[-5.24,-0.6966,10.7108,17.8084,-1.3865,-1.4781,0.2623,-0.3361,-0.2196,-1.0019,-0.2422],[-1.8305,-1.3881,10.4465,18.2943,-2.4307,-1.3083,3.4211,-0.4196,-0.0362,-0.9496,-0.4257],[-2.1043,-2.1918,10.1054,19.9948,-2.8926,-1.144,-0.8386,-0.7279,-0.002,-1.0933,0.1752],[-3.4294,-1.4719,10.491,21.8253,-2.9709,-1.2583,0.8251,-1.037,0.1865,-1.3411,-0.2337],[-2.6143,-2.6349,14.8918,22.6879,-2.6992,-1.2191,-0.2175,-0.4156,0.247,-1.4008,-0.6319],[-3.9303,-2.6042,11.2497,22.5169,-2.9858,-1.8551,1.5177,-1.1648,0.163,-2.0271,-0.0962],[-3.3613,-3.5697,14.6278,21.5646,-2.8297,-2.9404,0.479,-0.325,0.1722,-1.6972,-0.6264],[-2.3302,-2.1194,12.3664,21.675,-0.6228,-2.0699,0.1579,-1.2608,0.0958,-1.7156,-0.3464],[-3.16,-1.9728,12.3413,21.223,-1.7199,-2.8379,1.2347,-0.8312,0.0361,-1.4764,-0.0898],[-2.2996,-1.3816,15.7628,19.03,-3.5101,-1.0183,2.3184,-0.3483,0.3825,-0.9896,-0.2606],[-0.0664,-0.9345,19.3308,14.4528,-1.6701,-1.2263,-0.5123,-0.5549,0.3615,-1.0027,-0.203],[-2.5055,-2.6093,13.6725,20.8738,-1.0493,-0.3384,0.8596,-1.2706,0.1063,-0.9953,-0.0017],[-3.6778,-0.6789,12.15,21.447,-1.6528,0.3881,1.8968,-1.7394,0.1819,-1.789,-0.0006],[-1.8059,-1.8225,15.382,19.4786,-1.4874,0.1302,-0.3978,-0.7325,0.0958,-1.6464,-0.5651],[-2.3907,-2.1574,13.6644,19.2966,0.5478,-0.8987,-1.4708,-1.2499,0.1141,-1.1175,-0.3778],[-3.1455,-1.2332,11.2964,18.6457,-0.6151,-2.1646,0.6862,-1.4319,0.1571,-1.8199,-0.3782],[-2.7341,-1.1305,11.7739,19.9653,-1.4628,-1.854,1.7248,-1.1431,0.1768,-1.6411,-0.3204],[-3.8091,-1.2414,12.1383,18.8879,-2.119,-0.9868,1.1392,-0.7439,0.3436,-1.2944,-0.6184],[-2.4129,-0.0213,10.6547,15.3245,-1.644,-1.2146,0.8263,-0.5294,0.0508,-0.6184,-0.6822],[-5.0187,0.0925,9.1203,21.8142,-0.8591,-3.507,1.042,-1.0683,0.1824,-1.1416,-0.3783],[-3.6818,-1.9181,11.4582,21.4174,-2.3701,-0.3534,2.9388,-0.6155,0.1642,-1.4518,-0.0609],[-4.9284,-0.5234,10.6969,18.6506,-1.8066,-0.9456,0.2908,-0.4163,-0.0904,-0.9675,-0.2975],[-1.613,-1.215,10.894,18.74,-2.8173,-1.4159,2.712,-0.5691,0.05,-0.8448,-0.367],[-2.498,-1.8671,9.7319,20.8945,-2.5574,-1.2549,-0.604,-0.7774,0.0723,-1.1334,0.0562],[-3.8548,-1.6364,10.8213,21.7913,-2.3204,-1.7741,1.0917,-1.0642,0.3428,-1.2668,-0.2094],[-3.2603,-2.7724,14.8249,22.0176,-2.1607,-1.6061,0.0556,-0.6168,0.3091,-1.3656,-0.6738],[-3.2808,-2.9449,11.1959,22.3228,-1.6694,-1.3494,0.5984,-1.3423,0.2465,-2.0893,-0.1068],[-2.5454,-3.9055,15.5342,21.5288,-2.1228,-2.2881,-1.1089,-0.6864,0.0346,-1.7602,-0.6176],[-2.3323,-2.124,12.2416,21.9462,-0.5209,-2.4038,-0.1767,-1.4215,0.0367,-1.7889,-0.2827],[-4.5346,-1.0741,11.2061,22.0919,-1.7635,-2.7314,2.2822,-0.93,0.0907,-1.1936,-0.1943],[-4.3972,-1.5504,13.7032,21.0617,-3.2283,-0.8716,2.9612,-0.5691,0.2774,-0.9635,-0.4485],[-2.2819,-2.5436,17.5263,18.6429,-1.9461,-0.189,-0.5754,-0.5807,0.0992,-1.1411,-0.2333],[-2.4545,-1.7282,12.6656,19.8893,-0.303,-1.2045,0.0383,-0.8359,-0.0166,-1.5814,-0.316],[-4.6866,-1.4507,11.4855,21.6121,-1.3413,-1.8495,0.67,-0.5269,-0.018,-1.1942,-0.2494],[-4.8521,-1.9589,12.1165,19.7704,-1.7431,-0.6805,0.7273,-0.4658,0.1777,-1.2066,-0.5282],[-3.1037,-0.0772,11.5272,17.1935,-1.6742,-0.9937,1.0929,-0.7466,0.1144,-0.6298,-0.598],[-4.0576,0.16,8.501,20.678,-0.7816,-2.6023,1.2585,-0.9212,0.1693,-1.0809,-0.0584],[-3.4474,-1.7525,9.0904,20.3449,-1.3343,-0.5203,3.0963,-0.3644,0.048,-1.2311,-0.206],[-3.872,0.1486,9.2845,16.1943,-0.6968,-0.6245,0.4527,-0.7596,-0.0927,-1.2591,-0.2793],[-1.3484,-1.1187,9.9946,17.3703,-2.6822,-1.0024,2.9377,-0.3424,-0.0904,-0.6933,-0.3839],[-2.4387,-1.7296,9.773,20.6099,-2.2668,-1.6761,-1.0417,-0.6829,-0.1536,-1.0565,0.0116],[-2.5205,-0.2916,10.4159,19.6414,-1.5509,-3.0651,-0.3282,-0.6894,0.0545,-1.2701,-0.1321],[-4.2519,-1.6699,10.8078,21.8011,-0.6246,-2.3487,-0.1008,-0.8595,-0.1354,-1.5566,-0.0659],[-3.1605,-1.2007,12.9973,19.9982,-2.3975,-2.002,1.3811,-0.3032,-0.0558,-1.3084,-0.1407],[-1.2308,-1.3347,16.3901,16.3374,-1.3324,-1.9993,-0.8989,-0.7385,0.006,-1.4225,-0.2057],[-4.2248,-1.2908,10.6922,22.1433,-1.2874,-2.3269,1.7442,-0.6023,0.037,-1.4307,-0.1439],[-4.626,-1.1435,11.826,18.5955,-1.8069,-0.6361,0.7442,-0.6828,0.2483,-1.2789,-0.5751],[-2.798,0.0794,11.6142,16.0073,-1.4866,-0.5261,1.3179,-0.7899,0.1468,-0.6004,-0.6511],[-3.9331,0.057,7.5204,18.7404,-0.2368,-2.3761,0.6195,-0.7362,0.3366,-1.1518,-0.0656],[-4.9787,-0.764,9.5165,20.9268,-0.9743,-1.8657,2.3556,-0.2554,0.2365,-0.8362,-0.3244],[-5.3463,0.2025,10.6262,17.3265,-0.697,-0.791,-0.1895,-0.479,0.0475,-0.9241,-0.1385],[-4.1782,-0.1199,9.7339,16.9693,-1.2948,-0.9423,-0.5076,-0.8172,0.1481,-0.91,-0.2447],[-4.7713,0.0095,5.5139,12.8117,-0.2455,-2.0335,2.4691,-1.2702,0.1905,-0.7612,-0.0909],[-5.0159,-2.6276,9.4671,17.2236,-1.6485,-1.0082,3.7416,-0.2657,0.3762,-0.7345,0.0399],[-4.6991,-0.6014,8.195,12.4944,-1.5613,-0.7635,0.5579,-0.8819,-0.134,-1.096,0.087],[-3.7534,-0.3407,8.722,13.1296,-2.8571,-0.8209,-1.3909,-1.225,-0.0249,-1.7622,0.113]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_84692>\n<parameter=p_1_34>\ncedar_843\n</parameter>\n<parameter=p_2_44>\n18\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_84692>\n<parameter=p_1_34>\ncedar_843\n</parameter>\n<parameter=p_2_44>\n18\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_84692>\n<parameter=p_1_34>\ncedar_843\n</parameter>\n<parameter=p_2_44>\n18\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_84692>\n<parameter=p_1_34>\ncedar_843\n</parameter>\n<parameter=p_2_44>\n18\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_84692>\n<algorithm=\"cedar_843\">18</parameter>\n<algorithm=\"cedar_8439\">18</parameter>\n<algorithm=\"cedar_8439\">18</parameter>\n<algorithm=\"cedar_8439\">18</parameter>\n<algorithm=\"cedar_8439\">18</parameter>\n<algorithm=\"cedar_8439\">18</parameter>\n<algorithm=\"cedar_8439\">18","n_tokens":128,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":true,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0123","set":"practice","cohort":"need_clarification","family":"numeric_aggregation","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please return the arithmetic mean of stored values.\nStored series identifier: not provided.\nUnrelated archived note: maple_430, reference 068. These are not inputs to this request.","tools":[{"function":{"description":"Return the sum of stored values. Inert synthetic operation.","name":"sum_values","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"series":{"description":"Stored series identifier","type":"string"}},"required":["series"],"type":"object"}},"type":"function"},{"function":{"description":"Return the arithmetic mean of stored values. Inert synthetic operation.","name":"mean_values","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"series":{"description":"Stored series identifier","type":"string"}},"required":["series"],"type":"object"}},"type":"function"}],"prompt_tokens":536,"decision":{"rms":0.36279176947607644,"sumsq":134.7756728315726,"hb":[-0.06758,0.00725,-1.01052,0.17698,-0.54547,-0.08554,-0.3781],"lse":22.042342022075616,"logits":[12.073,13.278,12.604,12.13,12.237,9.481,8.79,8.321,9.171,11.739,9.331,16.205,10.861,8.051,11.177,9.013,7.481,7.9,8.18,9.007,18.811,6.818,11.95,15.203,12.702,8.94,9.198,9.319,10.332,6.417,8.963,13.298,11.938,6.988,9.474,7.393,5.17,9.342,5.926,7.947,10.873,4.197,5.939,10.973,4.117,7.268,-0.389,8.306,5.133,13.187,1.072,7.279,7.872,6.95,5.183,4.344,7.927,12.74,11.089,6.816,5.459,12.403,-0.84,5.959,8.981,9.942,5.271,8.759,0.972,17.308,11.875,11.693,9.043,4.917,6.837,3.487,6.073,8.356,8.71,7.688,7.535,7.57,7.746,5.841,6.839,8.962,7.89,2.357,8.457,10.266,-1.445,5.121,14.211,10.445,8.054,4.751,10.486,-3.44,-1.273,1.308,5.779,6.643,1.097,9.157,1.312,12.541,8.803,1.324,3.425,7.425,4.909,10.258,3.731,4.977,6.019,7.717,13.824,3.574,5.283,11.995,9.635,7.767,10.876,12.946,12.492,10.069,4.029,9.11,7.144,7.126,0.581,6.617,2.703,4.425,9.488,12.502,5.891,12.601,2.505,7.304,5.206,13.743,14.093,2.87,1.593,4.474,10.695,-2.878,15.213,0.413,-4.31,9.095,7.634,6.575,1.261,9.081,5.97,4.892,2.941,7.484,6.259,4.126,7.727,-1.704,4.559,1.936,9.274,7.198,-5.209,12.509,10.076,9.555,11.528,4.265,5.45,9.451,16.017,3.618,10.38,5.642,4.572,1.241,5.228,2.229,6.905,17.325,2.886,6.171,2.691,8.55,8.515,2.738,10.944,9.008,7.587,3.145,7.357,12.798,6.914,2.779,3.784,11.693,3.569,0.041,9.146,7.669,13.217,13.298,2.381,8.719,3.738,12.509,14.538,2.287,8.239,4.041,-3.717,6.237,0.206,1.567,12.164,7.102,5.598,2.145,-2.671,6.46,9.281,1.871,-1.89,1.015,12.788,0.654,0.313,6.216,10.016,8.592,6.377,8.091,2.879,7.676,7.797,0.931,6.207,3.198,5.166,9.806,-1.647,-0.092,12.637,6.218,-0.071,12.09,6.768,10.071,2.961,4.558,10.014,11.544,4.387,10.932,13.249,8.858,3.291,0.072,2.0,11.255,0.934,7.165,4.147,10.863,-1.059,2.575,-0.999,0.968,-1.497,12.163,11.167,3.366,5.401,0.638,16.417,6.325,-1.802,5.338,3.435,6.321,-4.239,10.746,8.081,9.511,8.06,4.384,10.919,12.799,6.749,8.391,11.729,10.47,12.505,3.112,8.758,6.092,5.009,8.082,5.478,2.311,12.079,11.411,0.893,8.198,6.456,4.37,13.621,1.132,-0.703,2.759,6.831,3.703,-1.427,2.06,1.453,6.665,6.342,5.918,5.627,7.664,-5.441,-4.431,7.758,8.127,15.371,6.882,1.36,9.894,12.876,3.185,9.872,0.953,3.178,3.778,-2.236,9.99,12.039,12.411,7.507,6.285,6.253,11.518,7.803,9.431,15.231,1.99,-1.491,1.211,11.428,11.197,3.482,11.431,8.77,7.64,-1.777,2.807,-0.272,-1.235,12.938,14.178,9.933,4.452,-0.401,6.473,6.329,11.914,-1.074,6.612,10.511,3.529,4.157,9.97,9.414,12.246,-0.632,-2.087,12.334,0.741,7.538,0.687,3.735,3.757,12.7,13.448,0.87,12.71,2.404,12.325,-2.088,9.978,5.916,0.534,-1.305,3.246,6.733,-4.087,3.89,-2.031,7.954,-1.45,7.244,12.683,-3.264,1.021,7.358,6.182,4.697,5.788,7.36,7.917,-1.412,8.834,4.712,5.513,4.146,8.639,1.895,8.191,2.27,6.884,1.805,-1.364,12.236,-0.696,11.894,7.515,8.037,7.837,-1.023,6.445,5.528,5.547,16.566,11.467,8.426,12.465,6.217,5.617,-0.112,8.27,9.837,0.82,8.6,1.417,6.238,3.704,8.509,0.608,3.195,1.907,8.718,3.039,6.352,-2.206,1.479,10.037,11.001,4.839,9.932,3.592,-0.999,1.915,6.465,7.377,5.591,10.058,6.152,-2.732,1.361,0.775,-1.001,6.364,2.042,2.602,12.474,5.038,9.068,-1.818,5.617,8.807,-0.943,6.004,15.007,7.734,6.368,10.191,4.668,13.741,4.127,3.039,13.455,-0.635,5.406,-0.139,8.339,0.395,2.491,3.532,2.576,1.503,-2.009,3.247,6.854,10.798,4.914,7.416,-1.964,6.439,6.906,2.617,10.881,11.584,8.771,5.527,5.752,-0.604,-1.328,-1.045,3.439,4.945,1.823,-1.552,0.542,5.388,2.652,4.068,2.585,2.735,6.636,6.234,7.193,3.758,0.854,7.267,3.772,5.17,0.197,11.62,0.006,6.663,10.345,6.485,3.974,5.496,-0.439,4.467,-2.554,-0.385,6.348,7.813,4.239,9.554,9.144,5.026,6.53,2.733,-1.825,2.855,6.432,8.972,6.856,2.805,6.83,4.232,-1.834,1.863,8.409,8.038,1.434,9.641,-3.136,6.967,5.756,3.805,-0.012,6.401,13.336,-0.637,2.259,1.373,5.889,-1.37,5.637,0.052,6.937,10.722,-4.966,5.037,13.652,-3.023,3.904,-0.213,9.449,10.786,7.357,6.218,6.112,1.04,8.78,7.459,-0.223,-2.485,-5.629,-0.958,6.712,14.141,8.045,6.722,-4.874,6.257,4.615,8.391,6.598,4.569,8.406,8.786,4.02,2.05,1.009,10.029,4.481,8.643,-4.751,3.311,5.492,0.933,2.801,2.977,8.238,7.588,7.228,1.797,0.239,7.504,8.305,-1.444,5.55,5.93,5.633,7.543,5.141,-7.401,3.103,1.286,0.584,2.784,5.426,7.802,-0.759,4.256,-1.458,12.227,-2.424,7.122,6.233,2.101,3.325,7.339,1.453,3.31,5.71,-1.426,4.236,9.166,-2.709,-2.923,3.817,2.084,0.121,1.342,6.71,6.957,-0.697,2.307,2.984,3.009,6.109,8.849,-1.006,0.31,2.156,8.351,3.611,8.117,3.278,7.258,10.531,5.977,3.956,3.694,-3.433,1.246,6.757,-1.788,5.366,3.116,3.897,-1.843,9.407,-2.164,3.913,6.969,1.201,3.977,7.902,-1.575,7.401,8.975,5.488,1.028,7.713,8.554,2.687,6.398,4.643,-0.129,4.232,-0.633,3.419,4.616,-0.616,4.58,3.226,0.327,6.213,4.609,-2.498,3.825,-1.184,7.251,6.705,2.847,10.02,5.366,4.937,7.518,3.439,1.966,6.448,-0.045,5.378,2.218,5.647,0.821,-2.24,6.309,6.556,-1.403,3.545,-1.534,-5.449,-0.302,9.66,0.932,6.547,-2.432,0.7,6.556,2.951,-1.483,0.407,-1.353,0.687,-0.339,-1.196,-1.955,6.444,6.837,-0.764,-2.295,1.661,5.059,1.181,4.531,11.047,-3.354,6.415,3.01,2.386,8.127,7.22,-0.693,1.994,2.03,7.953,1.628,-1.246,1.525,0.759,-5.286,-4.443,-1.128,-0.149,0.362,-0.294,4.19,-2.176,7.225,3.189,0.049,-3.79,-1.82,-2.287,0.174,1.415,0.852,5.547,0.191,2.446,2.049,5.26,0.686,-0.138,-2.913,-3.079,3.265,-0.056,4.785,2.876,4.385,-1.18,0.457,0.28,2.288,0.764,-3.202,0.117,1.626,-0.323,-1.035,0.909,-3.79,0.059,8.31,7.921,0.733,1.619,3.31,6.957,6.138,-2.253,0.012,2.482,0.842,-1.299,-0.642,-1.228,-3.993,4.338,-1.99,0.938,0.066,-0.289,1.013,-0.716,1.778,-1.494,1.192,1.012,-0.042,0.843,-2.995,0.523,-3.029,0.246,-0.911,-0.714,1.131,1.067,-1.091,2.899,5.073,0.879,-1.484,-0.744,0.711,1.009,-0.165,1.114,2.44,0.866,0.78,-1.58,-5.846,7.757,2.66,0.387,1.953,3.227,2.873,-0.674,-0.273,0.276,-1.884,-3.73,3.038,-0.489,0.725,2.17,5.064,-1.345,1.329,4.107,1.404,-0.36,2.539,-0.969,0.545,-2.227,-0.635,-0.802,-0.494,-1.023,1.692,-3.462,-5.481,3.97,-1.337,-0.498,0.52,-0.603,5.881,-3.927,4.705,2.275,2.935,-0.22,-0.103,0.02,-2.757,2.821,0.945,1.565,1.504,-2.523,-2.961,0.104,2.42,0.178,2.696,0.449,0.91,-0.702,-1.8,3.159,-3.34,6.255,2.131,-1.269,2.093,-2.656,-0.21,-0.574,-1.152,2.848,-3.959,1.037,2.715,-0.597,1.425,0.836,1.825,6.503,0.785,-0.693,3.089,2.589,1.132,-0.011,3.692,-0.862,-1.147,6.693,1.166,3.672,1.999,9.032,0.085,5.806,-0.64,0.302,0.702,-0.453,-1.569,0.131,-3.337,-0.275,4.369,-2.58,1.04,1.87,2.604,-1.09,0.304,1.171,-0.565,3.002,-1.308,5.525,3.43,-1.108,-1.144,0.305,-0.503,-2.345,-1.071,-1.351,-2.024,4.046,-3.252,5.951,2.274,-1.497,-0.58,5.599,3.237,1.155,0.83,4.771,-0.331,-1.945,8.749,21.943,9.94,10.719,10.321,15.463,12.441],"base_top":[[248058,21.943],[40,18.811],[3928,17.325],[760,17.308],[22916,16.566],[8725,16.417],[27,16.205],[3811,16.017],[248068,15.463],[12189,15.371]]},"positions":{"tokens":[248058,198,27,1628,28,13878,8873,29,198,27,15704,28,19275,29,198,1856,3766,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","mean","_values",">","\n","<","parameter","=","series",">","\n","not"," provided","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.5815,1.6715,-0.3045,-0.5666,-2.4964,0.8302,-0.3859,-0.1132,0.165,-0.8738,-0.1031],[-3.5095,1.082,8.1339,15.8149,-0.8489,-2.0948,0.9714,-0.7794,0.1281,-0.5408,-0.5653],[-3.7236,-0.6994,12.0546,18.9701,-1.6488,-1.0911,-1.0303,-0.1575,0.084,-0.7597,-0.2178],[-1.932,-1.1733,11.65,18.3457,-2.6103,-0.1897,0.4896,-0.9887,-0.0338,-0.6174,-0.1217],[-2.4073,-2.0,11.6402,19.0248,-2.7778,-0.6189,-1.3476,-0.7028,0.0344,-0.9549,0.4045],[-1.8566,-1.9931,13.7215,17.2615,-0.9885,-1.1852,-0.8337,-1.008,0.0568,-1.247,-0.0145],[-2.9861,-1.5291,10.5722,20.5169,-1.2585,-0.0304,-0.8992,-0.9482,0.0747,-1.5558,0.7747],[-4.4404,-0.1316,10.0465,21.4187,-0.9308,-1.3408,-0.1431,-0.9622,-0.0367,-1.1858,0.4429],[-3.7484,0.6038,10.3196,21.8035,-1.9463,-2.1804,1.166,-0.4374,-0.023,-0.9015,-0.03],[-3.0567,0.655,10.8628,16.9134,-1.0947,-1.21,-0.8627,-0.5352,-0.16,-1.2124,-0.1674],[0.0945,0.2428,10.1472,16.8103,-2.4969,-0.6401,1.8268,-0.6107,-0.1663,-0.943,-0.0894],[-1.0282,-0.8981,11.0452,18.8426,-2.6368,-1.4925,-1.5756,-0.5054,-0.1306,-1.3085,0.4235],[-0.7018,-0.8594,13.0223,16.7672,-1.3454,-1.9603,-1.424,-1.1075,-0.056,-1.5273,-0.0717],[-2.1025,-0.4718,10.7627,21.3164,-1.5416,-2.2731,-0.0046,-0.8481,-0.2843,-1.6993,0.1874],[-0.8823,0.3462,13.3408,18.0854,-1.3628,-2.3294,1.2695,-0.5677,-0.1281,-1.6773,0.033],[0.71,1.0726,17.2707,12.957,-0.0358,-2.5695,-1.7515,-0.6501,-0.1313,-1.655,0.0298],[-1.4328,-0.8866,10.4919,20.3175,-0.8668,-1.2218,-0.1501,-0.7876,-0.0296,-1.6326,-0.0858],[-0.2691,1.112,8.61,19.916,-1.2324,-1.843,0.8759,-0.7593,-0.1544,-2.3193,0.0768],[-1.621,0.2178,11.7714,19.8196,-1.2304,-0.7165,0.3566,-0.4853,0.0258,-1.5895,-0.3422],[-1.7906,0.9958,11.5088,17.165,-1.7244,-0.9319,0.4034,-0.3938,-0.0227,-0.6057,-0.5176],[-3.3294,0.6324,9.5938,21.4293,-0.9611,-2.784,0.4506,-0.759,0.0517,-1.1916,-0.1389],[-1.629,0.5196,10.2427,21.1109,-0.9054,-0.4921,1.6537,-0.2711,0.17,-1.6191,0.1045],[-2.3972,0.722,10.1192,16.8716,-1.173,-0.7087,-0.7364,-0.5572,-0.2378,-1.1244,-0.2488],[-0.1108,0.4026,9.7359,15.629,-2.2588,-0.7969,2.7688,-0.3954,-0.2188,-0.8556,0.0273],[-1.6477,-0.9037,11.1947,18.3763,-2.5821,-1.9328,-0.9535,-0.3006,-0.2792,-1.0964,0.4582],[-1.3376,-1.4004,13.3032,19.4893,-1.7729,-1.9701,-0.5831,-1.0452,-0.2478,-1.5601,-0.2628],[-3.7701,-1.6869,11.4873,22.2602,-0.8,-1.7143,0.4483,-0.8888,-0.1639,-1.5873,0.1453],[-3.163,-0.725,12.5622,18.7825,-2.1381,-1.5031,1.6424,-0.1358,-0.1926,-1.2132,-0.0562],[-1.2175,-0.4528,16.1347,15.5381,-0.6896,-1.5495,-0.8394,-0.5468,-0.1349,-1.2982,-0.0506],[-3.8975,-0.2097,10.7102,22.4427,-1.1959,-1.9641,1.1332,-0.5751,0.0703,-1.4427,-0.2024],[-4.2016,-0.7466,12.236,18.4274,-2.1922,-0.6494,1.3791,-0.5526,0.1832,-1.2273,-0.6016],[-2.7775,-0.2624,11.6286,16.3078,-1.8598,-0.5261,1.5025,-0.5597,0.0799,-0.6529,-0.6447],[-3.9713,0.0732,8.6416,19.6989,-0.8533,-2.2757,0.5248,-0.5997,0.2545,-1.0103,-0.1623],[-2.0361,0.2344,10.2456,21.2748,-2.3258,-1.9242,2.2922,-0.232,0.3449,-1.2024,-0.2055],[-4.4964,0.9888,11.2633,17.7317,-0.8594,-0.8951,-0.1443,-0.2917,0.0517,-0.8135,-0.1487],[-3.6246,0.2329,10.0405,15.99,-1.9236,-0.4501,-0.4008,-0.7348,0.0103,-1.0213,-0.2743],[-4.4045,0.1051,6.5728,13.4353,-0.3012,-1.9649,1.6419,-1.1395,0.256,-0.8317,-0.2628],[-1.368,-0.5545,10.4335,18.5973,-1.6845,-1.5341,2.5268,0.088,0.4595,-0.8554,0.0322],[-3.9878,0.2267,8.8581,12.8023,-1.5268,-0.7677,-0.7097,-0.6717,-0.0485,-1.2574,0.3048],[-2.7449,0.789,10.5165,14.4143,-1.9555,-0.6162,-1.6067,-0.9141,-0.0495,-1.7035,0.1803]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=mean_values>\n<parameter=series>\nnot provided\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=mean_values>\n<parameter=series>\nnot provided\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0255","set":"practice","cohort":"ambiguous","family":"interval_boundary","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_507, reference 077. These are not inputs to this request.\nPlease select values excluding both interval endpoints.\nUpper bound: 71. Lower bound: either \"33\" or \"339\", with no preference specified. Dataset identifier: \"037\".","tools":[{"function":{"description":"Select values including both interval endpoints. Inert synthetic operation.","name":"fx_30786","parameters":{"additionalProperties":false,"properties":{"p_1_65":{"description":"Dataset identifier","type":"string"},"p_2_35":{"description":"Lower bound","type":"integer"},"p_3_48":{"description":"Upper bound","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_65","p_2_35","p_3_48"],"type":"object"}},"type":"function"},{"function":{"description":"Select values excluding both interval endpoints. Inert synthetic operation.","name":"fx_38567","parameters":{"additionalProperties":false,"properties":{"p_1_65":{"description":"Dataset identifier","type":"string"},"p_2_35":{"description":"Lower bound","type":"integer"},"p_3_48":{"description":"Upper bound","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_65","p_2_35","p_3_48"],"type":"object"}},"type":"function"}],"prompt_tokens":708,"decision":{"rms":0.40423486371822337,"sumsq":167.3265408463776,"hb":[-0.04561,-0.09459,-1.98008,0.22738,-1.48187,0.13381,-0.56018],"lse":23.194797428395184,"logits":[13.343,13.477,11.992,12.189,12.0,11.867,8.357,9.108,11.409,11.586,11.103,16.48,11.597,11.697,14.247,11.745,9.306,11.357,11.681,10.61,19.796,11.332,10.963,13.804,12.674,12.763,11.148,11.083,13.857,10.239,9.988,14.026,14.826,8.714,13.058,11.47,10.16,11.114,10.98,10.341,12.57,9.384,8.334,12.751,5.459,7.447,0.46,11.295,8.055,14.326,6.018,8.274,9.824,8.694,9.203,7.144,10.697,13.828,11.617,6.092,7.196,14.321,5.133,9.199,9.994,11.478,4.794,9.831,2.519,17.237,9.215,7.932,9.891,-0.554,9.48,4.317,10.11,7.849,9.618,9.283,9.3,10.165,8.865,8.692,10.869,7.526,7.407,5.148,10.254,11.311,1.664,5.911,16.036,12.415,4.697,6.751,12.656,-2.495,4.57,3.325,6.715,9.906,0.181,8.581,0.27,13.504,9.963,5.257,7.512,12.419,10.171,10.106,5.607,6.691,8.054,11.099,15.614,5.071,9.116,8.22,12.912,11.616,13.133,13.951,13.367,11.06,3.59,11.628,7.674,10.12,1.514,6.924,4.929,6.366,11.928,8.178,4.41,13.771,6.003,8.749,7.862,13.385,13.109,4.601,1.273,7.044,12.4,0.26,15.304,1.852,-1.234,9.343,7.73,7.659,6.336,11.93,6.401,8.487,8.296,13.183,8.612,4.343,9.424,-0.683,7.942,4.808,9.511,6.501,-4.8,10.13,11.933,10.917,12.116,7.448,8.827,7.248,8.181,7.608,11.484,7.692,7.804,3.745,7.652,3.359,8.339,15.955,4.941,11.307,-1.508,10.009,10.155,3.752,11.715,13.669,6.331,4.201,9.242,11.292,9.632,3.089,8.154,12.366,7.09,4.104,12.421,7.64,9.781,8.326,5.429,12.097,3.619,11.334,15.729,4.246,6.519,6.618,-4.094,1.288,5.695,4.647,8.531,8.459,7.726,5.509,-1.585,6.335,8.562,4.032,2.695,4.798,10.63,-1.035,3.867,6.512,8.865,10.514,3.937,9.567,6.411,8.808,7.426,6.55,4.125,3.757,5.623,12.368,1.443,-3.4,8.339,8.556,0.425,11.978,8.644,8.388,5.374,-1.646,12.786,13.568,7.809,11.492,8.895,10.191,5.569,2.905,4.288,7.463,6.776,9.936,5.548,15.038,1.4,5.158,0.952,0.547,2.249,8.674,8.572,6.935,7.194,0.492,10.477,12.521,0.635,5.601,6.052,8.244,2.0,9.265,11.084,11.947,8.332,6.623,10.926,8.132,7.031,9.504,8.414,10.242,14.605,9.075,10.763,7.653,6.659,9.435,6.939,5.185,5.659,10.937,1.601,10.247,7.205,4.049,13.333,3.667,-1.329,-2.485,7.487,8.098,-4.146,0.125,5.147,11.192,8.87,8.296,8.331,10.453,-3.892,-2.61,8.074,8.881,16.063,9.812,2.752,10.247,13.211,7.308,9.901,1.811,3.145,6.746,-1.549,11.754,12.255,12.705,9.259,5.685,9.771,5.226,6.714,3.174,11.138,5.256,-2.178,4.646,10.802,13.454,11.408,12.306,9.886,8.711,3.531,4.535,0.288,0.87,12.474,10.403,12.588,5.64,3.306,5.458,10.402,10.519,1.909,7.274,10.871,5.372,4.521,9.462,8.289,14.475,4.152,-2.155,15.521,4.002,8.585,4.858,3.389,2.612,10.06,12.191,5.628,11.101,4.525,12.488,0.733,9.542,7.899,3.48,2.852,1.921,4.771,-2.812,5.809,3.648,10.869,0.645,9.393,11.745,-1.674,2.523,11.54,9.629,0.929,7.172,8.844,9.542,-1.377,12.282,9.275,9.381,7.999,12.391,2.672,8.389,7.614,10.248,3.921,0.8,13.461,-0.215,13.433,8.885,4.241,5.152,2.233,5.798,7.431,7.142,13.396,10.787,8.944,7.177,6.906,5.985,2.762,5.157,12.142,1.577,11.518,1.275,7.589,-0.589,10.549,-1.155,4.395,3.245,10.533,7.957,5.557,0.039,2.518,11.497,9.768,5.877,9.114,2.938,0.18,2.286,8.815,7.505,7.702,12.503,7.073,-0.426,2.432,2.503,1.933,6.836,5.954,4.298,9.405,6.594,9.941,0.735,8.097,10.283,-0.336,8.381,17.233,9.793,7.18,4.816,9.161,10.379,6.086,5.475,12.537,1.483,7.191,0.574,6.591,0.945,3.897,7.311,1.189,5.023,0.626,5.008,9.0,13.316,2.813,8.95,1.248,3.619,8.509,5.272,7.682,13.167,6.141,6.347,8.429,1.855,2.722,-0.232,5.472,6.731,2.108,-1.441,1.699,6.212,5.34,6.235,5.592,6.108,5.5,5.739,7.682,4.235,5.155,6.062,5.373,0.769,0.525,10.287,0.881,5.294,12.289,7.137,5.173,6.448,3.763,6.352,-2.043,1.526,8.014,9.857,5.1,11.869,4.287,7.4,9.182,5.928,0.368,4.174,8.837,9.814,7.304,2.911,9.01,3.1,-0.073,5.699,4.914,9.253,3.182,5.325,-3.509,5.992,6.321,1.091,2.587,7.233,9.787,-0.643,5.418,1.098,7.511,1.955,10.492,1.061,10.123,9.256,-1.816,5.707,10.562,-0.559,3.069,2.305,5.787,13.791,2.603,6.668,8.773,5.563,11.753,10.663,1.296,-1.223,-2.7,1.776,8.318,10.275,10.194,8.354,-0.811,7.426,2.988,8.396,5.225,6.785,9.989,5.747,4.496,2.408,5.838,12.427,4.782,8.386,-1.793,3.988,5.935,1.613,4.654,3.473,8.514,11.408,6.445,1.409,1.302,4.687,10.912,-0.741,5.517,7.676,7.108,7.762,6.166,-2.14,3.266,3.064,0.892,2.664,9.106,8.187,-3.549,1.743,-0.197,12.679,-0.401,4.803,8.638,6.371,7.227,8.687,2.598,6.56,6.772,-1.834,7.67,9.58,-3.91,-1.69,3.81,5.96,1.083,6.974,9.159,6.393,0.88,4.203,3.483,2.541,7.522,10.572,1.437,3.283,-1.185,10.265,6.201,9.311,5.225,6.961,11.5,7.591,3.277,7.052,2.063,2.812,7.047,1.609,6.312,1.536,0.751,0.26,14.036,-2.587,5.996,3.739,-0.09,5.347,8.273,-1.331,8.276,11.345,1.457,0.862,4.332,6.705,6.371,3.29,5.578,2.837,6.585,3.087,2.143,8.807,0.36,8.28,9.49,5.322,4.685,0.834,3.725,5.283,-0.239,8.305,7.765,3.031,11.714,2.042,3.615,6.474,5.829,5.174,6.827,2.79,0.715,4.876,6.186,1.914,-0.168,8.826,-1.037,1.386,6.999,2.365,-2.784,2.55,7.088,2.274,2.696,-1.201,2.798,9.426,5.871,3.829,1.191,1.348,-0.763,2.988,0.514,-5.269,6.933,8.023,2.277,-1.011,2.336,7.655,1.606,9.918,11.963,-1.562,5.632,5.076,5.231,4.963,9.509,-0.509,4.373,1.281,8.613,0.055,-0.716,6.682,2.971,0.774,0.031,0.038,2.074,0.415,2.231,4.952,0.542,6.431,3.79,2.415,-1.798,-1.285,-0.879,2.585,1.76,2.328,3.971,0.332,4.864,2.418,5.94,3.875,0.442,2.387,1.936,4.282,2.302,4.635,4.359,4.248,0.354,3.872,-0.091,2.66,1.233,-3.971,4.44,2.612,1.388,1.448,1.503,0.94,1.632,12.214,9.726,3.158,3.747,4.06,3.587,5.016,1.464,-0.542,3.171,3.148,-0.727,0.801,0.172,-5.597,5.092,-0.585,2.501,0.658,3.387,0.071,-1.401,3.647,-0.96,-0.112,0.016,2.581,2.392,-0.091,0.197,-0.175,2.533,1.679,1.18,1.622,0.626,1.283,1.497,3.091,2.517,-0.573,-1.074,0.286,0.129,1.454,1.867,1.512,5.08,2.921,-2.539,-1.757,6.127,4.807,0.178,3.111,5.072,4.749,1.388,-1.325,1.322,1.417,-0.218,4.277,0.385,2.643,3.186,7.03,2.378,2.336,4.306,3.244,-0.115,6.026,-2.26,1.456,-0.012,1.559,3.983,2.298,2.036,2.709,-1.784,-2.121,4.359,0.335,0.941,1.431,2.41,4.219,0.909,5.134,-0.342,4.273,1.669,1.721,0.763,-0.169,4.191,1.965,0.901,4.149,-2.645,1.221,3.389,5.215,0.403,3.759,1.686,3.719,1.042,0.448,5.575,4.104,2.481,1.469,1.256,3.864,-1.458,-1.085,-0.208,-3.307,1.974,-1.022,-0.198,-2.303,1.115,0.125,1.111,5.87,4.351,0.194,3.448,2.184,1.707,0.456,0.676,4.684,2.578,-0.053,6.02,1.948,3.634,3.429,4.58,0.182,3.532,-2.259,2.805,0.412,-0.472,1.245,-3.877,-0.537,3.647,3.375,-0.172,4.785,4.319,3.928,0.244,3.68,3.26,1.009,6.911,0.279,5.309,3.888,-1.215,-0.182,-0.471,1.747,-2.27,-1.015,-0.14,-0.682,1.631,-3.44,1.638,1.82,-1.192,-0.498,3.001,3.137,2.086,4.214,4.109,2.512,-2.659,9.519,23.14,11.585,11.912,11.508,15.126,14.423],"base_top":[[248058,23.14],[40,19.796],[760,17.237],[27775,17.233],[27,16.48],[12189,16.063],[1206,16.036],[3928,15.955],[5328,15.729],[1919,15.614]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,18,23,20,21,22,29,198,27,15704,16874,62,16,62,21,20,29,198,15,18,22,198,510,15704,29,198,27,15704,16874,62,17,62,18,20,29,198,18,18,198,510,15704,29,198,27,15704,16874,62,18,62,19,23,29,198,22,16,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","3","8","5","6","7",">","\n","<","parameter","=p","_","1","_","6","5",">","\n","0","3","7","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","3","5",">","\n","3","3","\n","</","parameter",">","\n","<","parameter","=p","_","3","_","4","8",">","\n","7","1","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.1763,-0.0933,-1.4824,-1.3662,-1.4583,0.4767,-1.1451,0.1056,0.1946,-0.7047,-0.0817],[-3.7257,0.749,7.1322,14.0019,-1.0828,-1.1942,1.8074,-0.9578,0.0902,-0.5737,-0.3696],[-5.0943,-1.477,11.2921,17.8926,-1.3593,-0.472,-0.0423,-0.1354,0.1751,-0.8175,-0.1214],[-2.6327,-1.859,10.9081,17.1771,-2.3061,-0.6761,1.1317,-0.8079,0.1533,-0.8028,0.0067],[-2.3867,-1.9754,10.6402,15.8297,-1.9748,-0.9045,-1.3841,-0.7103,0.3614,-1.2434,0.7878],[-1.6354,-3.1701,9.4973,15.3325,-0.7825,-0.8282,0.32,-0.8014,0.5883,-1.2154,0.1739],[-3.6731,-1.3536,11.1687,20.6651,-1.9276,-0.4835,-0.2103,-1.3077,0.4101,-1.7207,0.1778],[-2.9208,-1.8592,14.7374,19.5794,-1.1993,-1.6497,-1.1014,-0.742,0.106,-1.6922,-0.366],[-1.272,-0.9117,13.526,17.7611,-0.0633,-0.0736,-1.4966,-0.8208,0.1317,-1.5118,-0.2289],[-2.8823,-1.439,13.219,20.6589,-1.6127,-3.0205,-1.9402,-1.5252,-0.1146,-1.0438,-0.4033],[-2.7903,-2.6039,11.6599,19.3145,-0.7963,-2.7795,-0.9154,-1.76,-0.3027,-1.2475,-0.2297],[-3.7321,-1.4926,10.7001,20.5822,-0.0622,-1.6573,0.2014,-1.5911,0.1413,-1.3437,-0.3834],[-4.5634,-1.2169,10.2252,22.7803,-1.1157,-2.1997,0.4672,-0.7483,0.0083,-1.244,-0.0292],[-5.0042,-0.1455,9.7294,21.687,-1.5552,-2.2037,0.8091,-0.1443,0.1067,-0.9605,-0.3223],[-4.8273,-0.282,10.5477,17.9863,-1.5491,-1.5431,-0.4584,-0.1392,-0.2711,-0.9618,-0.247],[-1.2303,-1.4561,10.4505,18.82,-1.9607,-1.6423,2.3526,-0.2156,-0.1543,-1.0483,-0.4276],[-1.5545,-1.8485,9.9266,20.4486,-2.3841,-1.313,-1.9034,-0.6126,-0.0337,-1.1309,0.2045],[-2.7622,-0.9475,10.3185,21.3984,-2.5021,-1.377,-0.0912,-0.8407,0.0899,-1.4497,-0.0805],[-2.2198,-2.0958,14.5786,22.193,-2.5143,-1.4472,-0.665,-0.2588,0.1392,-1.6588,-0.5673],[-3.2607,-2.3195,11.0749,22.4689,-2.3821,-2.0092,0.6497,-1.0352,0.0752,-2.0365,-0.0359],[-2.4878,-3.0189,15.0582,21.4749,-2.2063,-2.309,-0.6137,-0.3274,0.0744,-1.6145,-0.5246],[-2.3274,-1.8262,11.9848,21.1625,-1.0592,-3.2202,-1.0277,-1.2253,-0.0207,-1.6865,-0.3341],[-3.3952,-1.7273,11.3799,22.4274,-1.4588,-2.431,0.5504,-0.5911,-0.0556,-1.5964,0.0462],[-2.211,-0.9804,14.6733,19.5212,-2.6994,-1.8113,0.9121,-0.0687,0.1934,-1.1718,-0.173],[-0.5615,-0.9038,18.7457,15.8192,-1.1552,-1.7879,-2.7242,-0.1874,0.0045,-1.3383,-0.1507],[-3.0017,-1.5476,14.3663,20.5536,0.1152,-1.9638,-0.5677,-0.8409,0.0802,-1.6761,-0.3535],[-3.0567,-1.4529,12.908,20.9326,0.1111,-0.6389,-0.2008,-0.696,0.0568,-1.398,-0.4792],[-2.4353,-0.9816,12.2061,19.9244,-0.4205,-1.4161,0.531,-0.5032,0.1663,-1.5609,-0.2503],[-3.9379,-1.3583,12.1216,19.0967,-1.5827,-0.9574,0.4912,-0.6024,0.1333,-1.3636,-0.5984],[-2.7622,0.1915,11.0434,15.9657,-2.0939,-1.0331,0.8321,-0.5641,0.0471,-0.6731,-0.5821],[-4.8945,0.3555,8.8404,21.8989,-1.1794,-2.8465,1.0864,-1.0247,0.2652,-1.2383,-0.2211],[-2.0392,-1.0093,12.1935,21.4748,-1.4889,-0.3446,0.5063,0.0015,0.3434,-1.3632,-0.1309],[-4.7169,-0.2059,10.5704,18.5274,-1.8307,-0.7812,-0.0927,-0.2589,-0.1838,-0.9976,-0.3889],[-1.1767,-1.2968,10.5504,19.3395,-2.7889,-1.0465,2.3096,-0.6563,-0.0065,-0.9621,-0.3139],[-1.9198,-1.7753,9.369,20.6138,-2.8039,-0.9579,-1.3172,-0.7291,0.0292,-1.1874,0.0691],[-3.2155,-1.0424,9.8477,20.1313,-2.4809,-1.0728,0.1222,-1.1058,0.3321,-1.3157,-0.0644],[-3.3192,-2.4302,13.7583,20.7574,-2.6563,-0.9484,-0.163,-0.4998,0.3183,-1.4881,-0.4917],[-3.9321,-1.8946,10.2715,21.8049,-2.2011,-1.6438,0.1462,-1.1699,0.0471,-1.9647,-0.0221],[-3.1882,-3.2341,14.1864,20.8726,-2.3657,-2.3487,-0.779,-0.5872,0.1709,-1.7121,-0.7439],[-2.3881,-1.9547,11.758,21.644,-1.4032,-2.5033,-1.4281,-1.1848,0.0634,-1.499,-0.4473],[-2.7626,-0.304,9.1762,19.9293,-1.1224,-2.2524,1.7893,-0.8614,0.1242,-1.3428,-0.1967],[-2.5532,0.1007,12.3483,18.9742,-2.3279,-1.1058,1.7253,-0.2842,0.2928,-1.0065,-0.5827],[-1.5997,-0.2515,15.826,14.8103,-0.5124,-0.9105,-1.8145,-0.261,0.1571,-1.1728,-0.4026],[-2.8699,-1.8613,11.7504,18.1684,-0.2343,-2.0506,-0.1269,-0.6964,0.2067,-1.6228,-0.4835],[-2.2667,-0.287,11.3807,18.6423,-1.4782,-1.7664,0.3634,-0.6606,0.1137,-1.6177,-0.4389],[-3.1634,-0.1824,11.4243,17.5948,-2.5462,-0.5793,0.9818,-0.3975,0.3239,-1.1453,-0.826],[-2.4759,0.4277,10.4779,15.0967,-1.9262,-0.674,1.2663,-0.536,0.182,-0.4951,-0.7854],[-5.0437,0.0999,8.4416,21.5337,-0.7771,-3.3943,0.8511,-0.9304,0.2711,-1.1707,-0.5107],[-3.3231,-0.4172,9.9498,20.8739,-1.4967,-1.5248,2.2172,-0.0776,0.1535,-1.1197,-0.3941],[-4.6582,-0.3872,10.4604,18.6495,-1.6264,-0.6939,-0.1062,-0.4225,-0.1466,-0.9758,-0.5309],[-1.2143,-1.0919,10.5875,19.3924,-2.9297,-0.9302,1.9984,-0.6592,-0.0064,-0.7919,-0.469],[-2.43,-1.9175,8.529,20.7128,-2.2708,-1.1012,-1.0401,-0.5739,0.0043,-1.0538,-0.0478],[-3.7381,-1.1723,9.3215,20.2936,-2.1961,-1.6634,-0.0358,-0.8535,0.2692,-1.3303,-0.1184],[-3.3629,-2.4601,13.5374,20.7425,-2.2924,-1.6657,-0.8132,-0.3673,0.1557,-1.4541,-0.4498],[-2.866,-2.247,11.1628,22.4032,-1.766,-0.9718,-0.1012,-1.3247,0.2928,-1.942,-0.0761],[-2.3591,-3.3287,14.4804,21.0743,-1.7605,-1.8437,-1.7532,-0.9659,0.0391,-1.7101,-0.532],[-2.7467,-2.1483,11.2213,21.3332,0.1219,-1.493,-0.1556,-1.1832,-0.0726,-1.732,-0.2333],[-3.0346,-0.3263,10.9024,22.3715,-0.9485,-2.0703,1.1705,-0.6439,0.0103,-1.1302,-0.3356],[-2.3976,-0.0064,12.84,20.1481,-1.9756,-0.6304,1.4364,-0.2787,0.1184,-1.0673,-0.5444],[-1.3152,0.1274,16.924,16.8781,-0.292,-0.1115,-1.5421,-0.2683,0.0293,-1.1149,-0.3706],[-2.3116,-0.9234,13.3722,20.8913,-0.0882,-1.013,-1.9168,-0.6877,0.1728,-1.5178,-0.3729],[-3.6015,-0.7665,11.3068,21.0878,-0.2253,-1.7196,0.0097,-0.3288,-0.1076,-1.4281,-0.3269],[-3.2049,-1.095,11.3706,18.7694,-1.4342,0.3464,1.0277,-0.4019,0.1649,-1.3213,-0.5366],[-2.1629,0.3937,11.1133,16.1617,-1.8373,-0.5753,1.4779,-0.7025,0.1484,-0.6029,-0.7699],[-4.1836,0.0632,8.7962,20.7585,-1.094,-2.0174,1.0692,-0.8005,0.2239,-1.0929,-0.1736],[-2.2502,-0.1355,9.6632,20.7954,-1.0618,-0.4521,2.6956,-0.1091,0.0852,-1.2858,-0.3192],[-3.4714,0.665,9.7555,16.7575,-1.3509,0.2414,0.257,-0.6426,-0.1204,-1.2176,-0.3217],[-1.0023,-0.928,10.0577,17.8051,-2.9911,-0.7767,2.5325,-0.2761,-0.0834,-0.6414,-0.3988],[-1.6685,-1.4443,9.5151,20.2756,-2.275,-1.3946,-1.6525,-0.6447,-0.1351,-1.0922,-0.0431],[-2.1358,0.1763,10.2396,19.7797,-1.5409,-2.9612,-0.8059,-0.666,0.0531,-1.4005,-0.1662],[-3.6746,-1.4713,10.9929,21.9337,-1.0553,-2.1346,-0.3926,-0.8142,-0.0934,-1.6276,-0.1369],[-1.793,-0.435,12.1237,19.1903,-2.3888,-1.6913,0.7601,-0.2277,-0.1127,-1.4234,-0.2455],[-0.0057,-0.1389,15.3542,15.6846,-0.9921,-1.815,-1.2091,-0.6204,-0.0466,-1.5303,-0.2998],[-3.2596,-0.1901,10.2047,22.1841,-1.2477,-1.884,0.9193,-0.4878,0.0183,-1.6307,-0.3022],[-4.3348,-1.1593,12.0475,18.9606,-1.9813,-0.2445,0.8544,-0.5853,0.2224,-1.3219,-0.6886],[-2.7341,-0.1233,12.0275,16.974,-2.1321,-0.5526,0.9357,-0.7921,0.1546,-0.7989,-0.7072],[-4.0841,0.4357,7.9582,19.031,-0.8455,-2.0846,0.2434,-0.6304,0.3164,-1.1993,-0.0121],[-3.3741,-0.0604,10.1276,21.1889,-0.8993,-1.5612,1.8661,-0.0727,0.2963,-1.1293,-0.4605],[-5.0387,0.4825,11.1598,17.7234,-0.8774,-0.2718,-0.7574,-0.3042,0.0483,-1.0379,-0.1718],[-3.8785,-0.031,9.4129,15.9221,-1.5747,-0.5515,-0.8834,-0.7135,0.1755,-0.8951,-0.2468],[-4.5818,-0.3935,6.0191,13.1946,-0.556,-1.8175,2.1897,-1.1293,0.2638,-0.8476,-0.0823],[-3.5973,-2.0847,10.2652,18.0425,-0.9138,-1.0866,2.5712,0.2767,0.4497,-0.971,-0.1332],[-4.5218,-0.7544,8.6072,13.2953,-2.0428,-0.7311,-0.127,-0.9565,-0.0845,-1.1389,0.1331],[-3.0758,0.161,8.2478,12.7192,-2.7506,-0.8342,-1.4714,-1.0551,-0.0257,-1.5029,0.0528]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=fx_38567>\n<parameter=p_1_65>\n037\n</parameter>\n<parameter=p_2_35>\n33\n</parameter>\n<parameter=p_3_48>\n71\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":84,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"<tool_call>\n<function=fx_38567>\n<parameter=p_1_65>\n037\n</parameter>\n<parameter=p_2_35>\n33\n</parameter>\n<parameter=p_3_48>\n71\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":84,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p19_v2_gen_practice","raw_output":"<tool_call>\n<function=fx_38567>\n<parameter=p_1_65>\n037\n</parameter>\n<parameter=p_2_35>\n33\n</parameter>\n<parameter=p_3_48>\n71\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":84,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"<tool_call>\n<function=fx_38567>\n<parameter=p_1_65>\n037\n</parameter>\n<parameter=p_2_35>\n33\n</parameter>\n<parameter=p_3_48>\n71\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":84,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=fx_38567>\n<parameter=p_1_65>\n037\n</parameter>\n<parameter=p_2_35>\n33\n</parameter>\n<parameter=p_3_48>\n71\n</parameter>\n<algorithm>\nInert\n</parameter>\n<algorithm>\n</function>\n</tool_call>","n_tokens":87,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0122","set":"practice","cohort":"no_tool","family":"numeric_aggregation","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to return the sum of stored values. Do not access or change stored data.\nStored series identifier: \"maple_393\".\nUnrelated archived note: maple_541, reference 092. These are not inputs to this request.","tools":[{"function":{"description":"Return the sum of stored values. Inert synthetic operation.","name":"sum_values","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"series":{"description":"Stored series identifier","type":"string"}},"required":["series"],"type":"object"}},"type":"function"},{"function":{"description":"Return the arithmetic mean of stored values. Inert synthetic operation.","name":"mean_values","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"series":{"description":"Stored series identifier","type":"string"}},"required":["series"],"type":"object"}},"type":"function"}],"prompt_tokens":562,"decision":{"rms":0.3574132432450004,"sumsq":130.80906388163567,"hb":[-0.1107,-0.04783,-1.43611,-0.12084,-0.98177,0.12417,-0.43484],"lse":22.29809050966232,"logits":[15.071,14.306,13.796,13.953,13.771,14.178,10.139,10.18,10.667,12.002,13.367,16.178,14.31,9.921,13.601,12.121,9.774,11.361,10.2,10.666,19.328,10.128,12.431,14.292,12.447,12.003,13.301,12.002,12.507,10.673,9.42,14.307,16.61,9.625,11.28,11.317,9.16,11.466,8.945,10.03,12.023,8.972,7.993,11.833,9.188,7.76,5.477,12.106,6.332,14.972,5.985,7.115,9.811,8.925,8.19,5.267,10.276,12.623,12.277,7.746,8.147,17.124,2.085,7.75,8.291,11.575,15.984,13.003,2.033,19.724,11.178,7.881,10.591,-1.518,15.292,1.261,11.108,7.274,10.097,14.171,9.083,10.689,11.641,11.855,11.819,6.662,8.801,3.625,11.549,12.899,0.274,6.411,20.561,10.687,8.425,7.399,15.098,-3.573,0.845,7.588,8.581,8.961,2.256,9.466,1.135,15.119,13.669,1.404,6.944,11.731,8.065,11.976,7.71,6.783,7.87,14.359,17.739,8.882,10.939,10.514,14.247,12.161,16.558,16.198,17.563,12.677,3.043,11.036,9.928,9.857,5.745,11.128,3.822,9.154,10.483,7.271,6.921,16.762,3.8,12.117,10.145,16.651,15.194,5.836,2.425,8.092,15.225,0.467,17.543,2.287,-2.991,11.103,7.945,9.145,7.746,11.156,9.066,9.254,8.629,11.126,9.742,6.023,11.221,-0.612,8.464,4.428,9.92,7.881,-5.932,10.827,14.036,14.53,16.168,8.721,6.81,7.723,8.505,9.354,13.234,7.817,10.18,6.005,6.435,3.612,8.35,17.328,6.58,11.552,-1.667,12.593,11.839,5.095,16.304,10.774,6.513,6.778,8.754,15.692,10.602,2.34,8.049,13.178,7.246,1.33,12.705,10.873,12.798,8.941,4.771,12.023,4.889,15.394,16.003,0.66,17.881,7.256,-2.031,3.275,3.193,3.308,12.058,8.809,11.541,3.753,0.362,6.666,7.047,4.07,0.549,7.746,11.177,-0.92,2.159,8.905,9.173,11.152,5.748,13.724,9.841,11.443,8.311,4.492,6.337,2.161,4.772,13.059,-1.489,-0.145,11.608,8.344,1.233,11.299,10.91,11.139,7.993,-1.9,11.245,11.938,9.781,13.725,10.063,10.825,6.124,2.665,4.245,10.542,3.992,9.344,6.088,15.546,-0.462,3.24,0.36,4.39,0.587,9.151,12.178,7.736,8.752,1.681,13.343,10.93,1.078,7.433,16.042,9.77,-2.215,10.575,12.811,13.393,10.52,6.918,12.055,8.541,8.639,9.786,8.579,13.933,14.271,9.709,11.922,8.54,5.833,11.35,8.688,4.8,9.953,13.086,1.038,12.816,9.521,6.38,15.833,4.366,-2.397,0.334,11.237,8.246,-2.085,-0.114,4.966,10.597,8.54,8.379,8.564,12.534,-3.759,-1.313,10.166,9.696,18.418,9.643,5.791,12.619,13.603,6.327,11.041,2.49,5.136,7.541,1.357,10.332,14.48,12.075,8.485,7.671,7.493,4.594,7.45,2.523,12.645,5.103,-0.977,0.951,9.287,13.011,8.771,12.899,12.244,9.369,1.772,6.976,-0.409,1.529,14.499,10.131,11.01,5.928,4.076,3.406,11.752,10.774,0.423,7.961,11.942,3.875,5.593,12.301,10.433,15.308,2.477,-1.825,16.116,2.395,10.42,3.592,2.147,3.22,8.441,13.196,4.812,13.131,6.167,14.563,1.813,12.783,8.995,5.233,0.95,2.733,5.253,-2.817,6.421,4.076,11.946,0.898,9.541,11.932,-3.588,5.098,10.469,9.108,4.9,7.163,11.969,10.066,-2.722,10.373,9.106,11.124,6.797,11.419,3.61,7.586,5.983,9.768,4.231,0.326,15.352,0.762,13.776,8.977,2.347,5.946,3.658,5.832,7.583,10.024,11.811,14.939,10.736,8.246,8.133,5.726,3.737,6.935,12.047,2.603,13.018,0.889,9.535,1.933,11.504,0.862,2.827,3.048,10.643,10.325,8.572,1.526,1.512,14.055,10.829,5.977,9.727,3.028,-0.528,3.747,9.283,7.052,7.868,13.935,8.734,0.853,3.614,0.949,1.579,9.779,7.624,1.815,10.456,8.342,12.955,0.091,8.423,11.755,0.446,9.125,18.041,13.138,6.128,7.356,5.769,9.651,7.703,9.08,13.184,0.193,11.193,2.205,9.149,4.521,5.059,8.219,1.915,6.272,1.055,7.034,12.352,12.651,5.966,12.249,1.295,5.501,11.336,5.397,8.459,15.53,8.667,6.557,10.461,3.5,1.054,-0.782,6.574,7.423,2.164,-1.683,4.918,8.219,7.539,7.378,4.632,4.327,5.023,8.538,7.211,2.204,6.72,7.611,7.546,3.526,-0.846,10.73,-1.561,6.684,14.05,10.561,6.889,5.242,1.123,6.434,-0.405,1.159,9.284,11.271,5.627,11.656,1.506,9.384,9.898,2.219,-0.314,3.727,9.874,13.688,9.428,5.088,10.757,1.675,0.229,5.256,7.317,11.274,4.018,6.536,-1.664,10.635,6.898,0.706,2.397,6.822,10.271,0.211,4.131,0.382,8.421,3.776,9.82,0.555,11.372,10.495,-2.579,7.01,8.397,1.215,2.704,1.028,6.926,12.767,1.542,8.434,9.454,3.931,12.598,10.641,2.467,-2.794,-3.061,0.319,9.791,12.834,9.94,10.102,0.203,4.8,1.549,8.278,6.314,8.957,11.768,14.331,5.973,3.965,5.192,13.249,6.215,10.26,-2.962,4.269,5.006,3.126,1.81,5.15,8.089,13.561,8.583,-0.263,-0.451,9.18,13.417,2.684,7.034,7.901,8.258,9.229,7.797,-5.424,7.215,3.834,2.305,5.257,10.202,12.028,1.717,0.926,2.839,12.823,-0.391,5.844,8.787,5.368,7.433,11.345,2.041,5.06,9.264,1.036,5.319,14.439,-3.413,0.066,3.69,6.876,1.643,8.088,10.028,3.806,-0.733,2.675,3.171,2.152,9.39,11.233,4.136,0.013,0.899,9.389,6.741,10.069,6.263,14.291,14.549,9.227,4.482,8.328,1.609,3.927,8.567,0.663,9.233,4.684,1.485,-0.876,14.176,0.054,8.968,3.523,2.248,4.588,12.367,2.015,10.653,13.282,3.095,2.599,7.327,4.633,1.758,5.848,4.258,1.126,6.699,2.09,3.555,9.383,-0.579,8.921,6.624,5.619,7.525,0.263,3.714,7.909,1.983,9.446,10.333,2.08,12.808,4.654,4.779,6.754,6.553,1.49,17.158,2.822,5.635,2.998,8.203,1.428,2.762,12.071,0.326,0.633,8.22,0.73,-4.859,1.788,8.606,2.171,2.32,-0.372,3.309,9.732,7.455,1.743,-0.865,3.087,-0.91,1.378,1.827,-1.402,11.948,11.139,0.499,-0.546,6.122,7.649,2.826,7.682,13.401,-2.368,6.445,8.592,5.612,6.107,9.212,-2.065,4.251,-0.029,9.53,0.744,-1.154,4.1,2.695,1.071,-1.317,0.689,0.758,1.385,3.63,6.008,0.923,6.074,4.513,0.786,0.234,-3.149,-1.388,-1.526,1.576,1.215,1.954,3.626,5.384,2.607,4.731,2.62,-0.47,-2.4,1.804,1.754,1.929,4.482,3.45,6.139,-2.114,2.741,2.013,2.523,0.344,-3.304,2.348,4.77,0.487,1.142,2.992,-2.015,1.249,8.852,8.067,1.246,1.667,3.665,5.759,5.522,1.337,-1.895,2.67,2.813,0.43,1.748,1.947,-2.092,1.707,-1.675,1.176,0.109,2.907,-0.462,-0.453,3.378,1.545,-0.796,1.386,3.005,1.741,-1.25,0.202,-2.584,0.656,2.003,1.725,2.577,2.011,0.319,-0.497,3.344,2.196,-1.295,-0.994,-0.208,0.962,0.413,1.108,3.065,4.889,1.811,-0.147,-2.439,4.651,3.171,1.203,0.459,4.142,3.906,-1.223,0.949,0.534,-0.619,-2.181,2.85,-2.603,2.52,1.15,5.264,2.361,3.299,3.745,4.002,1.085,4.48,-1.775,0.34,1.193,0.496,2.843,3.054,0.218,1.469,-4.167,-4.243,3.507,0.742,-0.245,3.746,-0.552,3.265,-1.325,5.27,0.001,3.689,1.661,1.932,1.116,-2.43,5.947,1.319,3.068,3.042,-0.757,-0.368,0.326,4.526,1.914,0.938,0.908,1.501,0.583,1.042,3.465,0.41,3.537,0.293,0.13,0.879,-1.605,-1.556,-1.796,-2.073,3.634,-1.101,1.423,1.679,0.929,-1.867,3.679,2.479,3.517,-1.61,1.678,3.275,-0.157,0.779,-0.061,2.199,-1.224,0.612,7.674,1.87,1.924,2.262,4.591,1.033,2.567,0.583,2.483,0.818,-0.271,0.649,-3.02,-1.335,5.406,2.406,0.661,2.067,2.85,7.017,0.981,4.313,2.689,4.119,4.371,-0.001,2.006,2.866,-0.517,1.762,-1.907,0.793,-2.489,0.1,2.296,-0.97,4.152,-2.38,2.232,2.929,-1.631,1.372,5.107,3.923,1.758,2.255,3.37,1.895,-3.003,9.213,21.634,8.249,10.839,10.649,16.143,13.617],"base_top":[[248058,21.634],[1206,20.561],[760,19.724],[40,19.328],[12189,18.418],[27775,18.041],[5423,17.881],[1919,17.739],[2064,17.563],[2665,17.543]]},"positions":{"tokens":[248058,198,27,1628,66486,8873,29,198,27,15704,28,19275,29,198,2117,273,62,18,24,18,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=sum","_values",">","\n","<","parameter","=","series",">","\n","map","le","_","3","9","3","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.303,-1.3827,1.216,1.7577,-1.112,0.9884,1.1883,-0.0651,0.0033,-1.0409,0.0514],[-3.9348,0.6853,8.2235,15.2844,-1.1072,-1.6513,1.268,-0.6897,0.1185,-0.5643,-0.4261],[-4.2964,-0.7036,11.8299,18.8146,-1.9216,-1.2423,-0.8634,-0.3225,0.0795,-0.8181,-0.1714],[-1.7284,-0.51,11.2702,17.7602,-2.3078,-0.5481,0.4169,-0.9712,0.1003,-0.5927,0.0355],[-2.3843,-1.337,11.7044,19.3577,-2.7369,-1.1408,-1.5451,-0.7536,0.0626,-0.9885,0.6221],[-3.7214,-1.8975,10.8627,20.4889,-0.9461,-0.1597,-0.5015,-1.1497,-0.115,-1.569,0.8149],[-4.5,-0.8506,9.8205,20.758,-0.4465,-0.9285,-0.0123,-1.172,-0.0494,-1.2471,0.7364],[-3.952,0.0988,10.2795,20.6299,-1.8174,-1.9396,1.0546,-0.6881,-0.0789,-1.1457,0.2091],[-3.9477,0.3663,11.1516,17.08,-1.1122,-1.488,-0.9311,-0.4851,-0.2628,-1.1926,-0.1806],[-0.0595,0.1322,9.7052,16.0322,-2.8563,-0.6376,1.8823,-0.6316,-0.2185,-0.8964,-0.1077],[-0.8695,-0.8,10.7465,18.4734,-2.6904,-1.4236,-1.6114,-0.5567,-0.1058,-1.294,0.4882],[-0.6184,-0.7349,13.2065,16.5333,-1.4264,-2.0137,-1.506,-1.107,-0.0121,-1.592,0.0072],[-4.154,-2.5344,11.3862,21.8993,-1.8056,-1.7562,0.833,-0.6029,-0.0924,-1.5512,0.3149],[-3.9222,-1.0685,16.14,19.8203,-2.8732,-1.6813,2.0947,-0.2579,0.2495,-1.4756,0.2226],[-2.1922,-0.7001,19.8548,15.0197,-1.0608,-2.0757,-0.4013,-0.5465,0.1757,-1.5493,0.2362],[-2.6607,-0.9659,13.4978,19.6354,-0.1592,-0.6125,-1.0518,-1.3186,0.2585,-1.5037,0.4386],[-4.5513,-1.3495,13.3135,22.5637,-2.0223,-0.8102,0.4417,-1.229,0.2096,-1.539,0.2385],[-3.4921,-2.8251,16.5468,21.3349,-1.929,-1.8738,-1.0471,-0.6711,0.153,-1.8503,-0.3299],[-3.4105,-3.154,14.2479,21.3527,-0.5322,-2.1957,-0.7987,-1.1346,-0.0429,-1.5866,-0.2795],[-4.3619,-2.3569,12.7743,22.2636,-0.7678,-2.6933,0.1101,-1.3217,0.2902,-1.7043,-0.2918],[-3.5514,-1.1191,11.6302,22.0483,-0.2963,-1.8751,0.9138,-0.5226,-0.0218,-1.5086,0.0528],[-3.9127,-0.9022,12.0278,19.4595,-1.0148,-0.7716,0.6758,-0.2651,-0.1565,-1.1687,-0.2768],[-2.78,-0.0156,11.0909,17.2469,-1.6362,-0.963,0.8832,-0.2456,-0.0473,-0.5733,-0.3961],[-2.8436,0.5192,9.0628,20.4367,-0.8582,-2.7333,0.1808,-0.7039,0.1684,-1.122,-0.0546],[-3.3108,-0.7173,10.5916,21.419,-0.5278,-1.1398,1.4097,-0.3433,0.001,-1.358,0.0545],[-2.8787,0.744,10.7481,16.9238,-1.1592,-1.3234,-0.5395,-0.5376,-0.3354,-1.0331,-0.2221],[-0.0893,-0.4923,10.5108,16.3114,-2.3443,-1.0989,2.3045,-0.2579,-0.1998,-0.8277,-0.0038],[-1.4011,-1.0491,11.1876,18.1657,-2.3816,-2.0898,-1.6644,-0.3044,-0.2466,-1.0777,0.5073],[-0.938,-1.0458,13.6592,18.6732,-1.5564,-2.2247,-1.4214,-0.9997,-0.1797,-1.5588,-0.1914],[-3.293,-1.7633,11.2799,21.9854,-0.9219,-1.9185,0.2499,-0.8357,-0.2069,-1.5794,0.2078],[-3.1935,-1.1991,12.6456,18.9682,-2.1434,-1.5677,1.4006,-0.1469,-0.2162,-1.2014,-0.073],[-1.7353,-1.1028,16.1758,16.0894,-0.5928,-1.5118,-1.0535,-0.5293,-0.2129,-1.2832,-0.1356],[-4.3761,-0.7073,10.7695,22.5157,-1.3216,-1.8258,1.1109,-0.5642,0.0564,-1.4618,-0.1531],[-4.0934,-1.1235,12.0137,18.4874,-1.8852,-1.0659,1.414,-0.4924,0.1489,-1.1208,-0.54],[-2.6231,-0.5582,11.2994,16.0911,-1.5458,-0.6867,1.5096,-0.4947,0.0749,-0.5389,-0.6788],[-3.9939,0.2883,8.2887,19.6167,-0.6667,-2.3704,0.6102,-0.551,0.2988,-0.9303,-0.1092],[-5.004,-1.2863,10.9554,21.042,-1.4039,-1.2685,2.3632,-0.1004,0.2121,-1.0515,-0.2356],[-4.6875,0.4329,11.2734,17.9044,-0.8064,-1.4137,0.1338,-0.4049,-0.0589,-0.7957,-0.1572],[-3.9951,-0.2589,10.2969,16.4137,-2.2367,-0.6371,-0.1311,-0.6924,0.0072,-1.013,-0.2986],[-4.4232,-0.1302,6.3871,12.7303,-0.4426,-2.1128,1.875,-1.3211,0.263,-0.9995,-0.1838],[-4.6964,-2.869,10.6798,17.845,-0.9604,-0.5355,3.2775,-0.0476,0.3362,-1.097,-0.0352],[-3.5848,0.1712,8.5137,12.3358,-1.3096,-0.8969,-0.3548,-0.8746,0.0324,-1.2062,0.295],[-2.7231,-0.0994,9.5947,13.6797,-1.5478,-0.6033,-1.174,-1.1596,-0.0602,-1.6612,-0.015]]},"outputs":{"original":{"run":"p01_baseline","raw_output":"<tool_call>\n<function=sum_values>\n<parameter=series>\nmaple_393\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p07_gen_intended","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p19_v2_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p38_v3_gen_practice","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"rand13":{"run":"p45_v3_rand13","raw_output":"<tool_call>\n<function=sum_values>\n<parameter=series>\nmaple_393\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0278","set":"selection","cohort":"no_tool","family":"inventory_adjustment","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_153, reference 026. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to add units to inventory. Do not access or change stored data.\nProduct code, preserving leading zeros: \"cedar_652\". Number of units: 72.","tools":[{"function":{"description":"Add units to inventory. Inert synthetic operation.","name":"fx_69417","parameters":{"additionalProperties":false,"properties":{"p_1_98":{"description":"Product code, preserving leading zeros","type":"string"},"p_2_12":{"description":"Number of units","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_98","p_2_12"],"type":"object"}},"type":"function"},{"function":{"description":"Remove units from inventory. Inert synthetic operation.","name":"fx_53117","parameters":{"additionalProperties":false,"properties":{"p_1_98":{"description":"Product code, preserving leading zeros","type":"string"},"p_2_12":{"description":"Number of units","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_98","p_2_12"],"type":"object"}},"type":"function"}],"prompt_tokens":664,"decision":{"rms":0.3447489401935495,"sumsq":121.70325172692537,"hb":[-0.10129,-0.03973,-1.36401,-0.06061,-0.90562,0.21443,-0.42223],"lse":21.890006372508157,"logits":[15.333,13.308,13.658,13.094,13.275,12.661,10.413,10.694,12.795,11.43,11.13,15.791,12.669,9.508,15.307,11.872,9.72,14.289,9.87,10.688,20.337,9.612,11.609,14.218,13.268,12.965,9.909,8.335,13.077,9.521,8.989,14.582,14.326,8.537,13.4,15.001,9.686,12.793,7.791,9.757,12.807,8.778,7.535,12.348,6.119,8.256,3.958,12.979,6.53,14.793,6.293,8.144,9.347,8.099,7.856,5.145,9.665,10.78,11.218,6.156,7.767,15.747,3.468,6.892,9.674,12.046,6.915,11.107,1.723,17.987,9.55,8.726,8.854,-0.596,13.375,3.816,9.898,7.298,11.16,12.929,10.053,9.956,10.113,10.186,11.261,6.55,8.207,3.612,11.579,13.785,0.444,6.076,19.717,9.305,6.161,7.734,13.753,-4.463,2.312,3.884,7.646,8.714,0.356,9.214,0.823,14.985,12.088,3.817,7.998,12.508,6.782,9.925,8.016,5.721,7.776,12.817,17.632,8.075,7.966,10.802,13.103,12.327,14.274,16.05,16.814,13.083,3.965,12.067,17.332,9.669,3.119,9.657,4.303,7.752,9.766,8.198,5.988,14.89,5.742,9.784,8.756,17.019,14.509,5.846,0.002,8.852,14.207,0.306,17.464,4.36,-1.568,12.085,7.543,7.277,5.512,11.455,7.886,9.366,10.325,9.907,9.429,4.296,9.771,-0.999,7.978,6.362,10.579,10.582,-5.566,11.169,12.103,13.341,14.495,8.37,8.15,8.97,9.188,7.803,12.804,8.167,9.986,4.756,9.295,5.275,9.901,16.344,7.736,12.324,-0.986,12.027,11.613,4.684,15.062,12.992,5.909,6.565,10.285,15.035,16.985,3.858,7.866,13.156,5.609,1.022,12.412,8.662,12.523,8.975,4.803,11.746,2.847,15.344,16.263,3.135,9.254,4.745,-4.462,3.296,3.703,4.344,11.047,6.266,10.197,2.013,-0.834,8.696,7.751,4.254,1.03,5.155,11.525,-1.066,1.477,8.684,10.373,9.861,6.342,11.978,8.22,11.092,7.808,3.839,3.961,3.645,5.155,12.239,-0.845,-1.146,10.257,10.401,1.812,11.139,10.494,10.698,6.705,-1.263,11.682,12.655,8.453,12.513,12.145,12.101,5.058,2.655,4.948,9.802,10.589,10.181,5.719,15.244,-0.749,3.639,1.68,4.55,0.908,9.398,9.451,7.197,7.683,2.314,13.582,9.674,0.58,7.487,10.586,10.176,-1.668,9.117,12.452,14.218,9.024,6.889,12.716,8.61,9.918,8.869,9.77,13.385,13.796,7.988,12.379,7.386,6.45,10.655,6.578,5.758,8.744,11.155,0.883,10.547,9.418,6.173,15.587,5.674,-2.572,-1.019,9.822,8.738,-3.781,0.403,5.587,9.837,9.12,6.958,8.556,12.586,-4.884,-2.187,8.006,11.642,16.985,7.6,3.855,12.471,13.607,4.005,10.579,3.865,3.219,5.939,-0.597,9.97,13.196,10.895,7.942,5.468,7.603,3.812,6.507,2.998,11.97,5.959,-1.47,2.019,8.444,12.89,7.716,12.182,9.045,9.921,0.332,6.508,0.856,-0.834,14.356,11.804,10.443,5.918,5.621,5.08,11.834,9.956,0.533,6.799,11.265,5.884,7.753,11.563,8.144,16.463,2.997,-0.602,14.033,2.838,7.909,6.199,0.73,3.694,9.965,13.482,3.082,13.147,6.577,13.86,1.601,12.073,8.553,3.559,2.633,4.163,6.143,-3.73,7.025,3.806,10.581,4.189,10.26,11.933,-0.84,2.309,11.469,8.459,2.985,4.715,11.384,9.315,-1.703,10.858,6.526,10.161,8.171,10.203,1.9,7.599,10.24,9.311,3.554,1.545,13.124,0.565,12.101,8.421,2.994,7.023,1.242,6.373,8.228,6.937,13.309,14.438,9.423,9.717,10.304,6.386,2.807,6.179,11.273,1.772,11.728,2.121,8.521,1.938,12.398,0.125,3.751,2.43,9.208,6.64,7.742,2.517,3.791,13.078,10.654,5.726,8.72,2.901,0.014,2.854,7.46,10.172,8.46,14.615,10.009,-1.586,3.16,1.094,2.247,8.525,6.493,2.316,11.115,5.842,11.323,-1.771,7.524,11.607,-0.498,9.487,16.691,10.207,6.87,8.553,6.655,8.939,8.623,8.068,12.79,0.313,9.871,2.344,7.761,3.703,4.554,7.61,1.83,5.497,0.079,7.625,18.68,14.418,5.361,12.207,2.637,3.388,10.932,2.425,8.445,15.167,9.765,7.127,10.229,1.307,2.585,-1.308,5.929,6.714,3.36,-1.646,3.622,7.947,5.986,6.963,5.074,3.32,5.923,7.706,8.273,4.965,5.188,8.111,6.74,3.774,-0.689,10.659,-1.452,8.97,12.885,10.789,4.746,7.379,1.676,7.876,-0.472,0.436,8.252,11.574,5.724,12.388,2.223,8.413,8.982,4.969,-1.774,3.504,8.161,11.361,7.081,5.266,10.924,3.085,-0.991,7.272,7.192,11.12,3.154,3.99,-2.269,7.495,8.097,1.115,3.005,6.996,10.816,-1.878,4.946,-0.448,6.703,0.432,9.29,-0.458,13.775,10.923,-0.673,5.639,9.676,0.299,4.022,1.235,8.122,13.265,2.759,8.32,7.786,3.65,10.542,10.083,2.896,-3.269,-3.282,0.633,9.603,11.484,8.467,9.931,-0.99,5.158,3.074,8.321,8.193,7.634,10.201,6.574,5.658,2.764,6.101,12.225,6.044,10.079,-2.081,3.18,4.752,3.366,3.716,4.735,8.894,13.316,7.894,0.042,-0.269,8.465,9.566,1.225,6.883,7.208,8.645,7.899,6.694,-4.033,5.055,5.71,-0.194,4.53,8.5,9.849,-0.43,0.234,0.92,12.329,-0.512,4.716,8.91,5.692,7.934,12.488,0.924,5.491,7.835,-0.012,5.738,14.496,-2.697,0.477,5.149,7.379,1.724,7.856,7.57,4.257,0.765,3.672,4.57,2.611,6.51,8.533,3.423,2.051,-0.507,9.297,9.862,8.908,9.019,11.925,14.646,9.288,5.053,5.906,2.11,3.899,8.391,-0.101,7.506,5.184,2.809,-1.773,12.473,-0.944,8.24,3.98,1.305,5.895,9.122,1.314,9.312,12.551,3.331,3.245,7.072,6.327,3.625,4.403,5.115,2.168,5.37,1.389,4.095,10.925,-0.83,9.19,8.591,4.918,6.608,1.019,3.814,7.412,2.735,8.635,9.424,0.752,12.559,4.223,4.805,6.474,6.805,4.033,9.529,1.092,2.986,4.107,7.242,2.037,-1.022,11.816,1.837,0.708,7.352,0.487,-4.542,1.717,8.785,0.631,3.461,0.855,3.301,9.971,5.101,2.048,-0.39,3.846,-1.952,2.297,1.58,-2.214,6.715,10.711,3.318,1.124,5.423,7.776,3.621,7.195,13.167,-0.848,5.98,7.213,6.685,5.582,10.506,-1.465,4.491,1.194,10.997,2.759,0.399,3.9,1.338,1.289,-0.235,-0.727,-0.132,2.147,3.905,4.992,0.867,7.604,4.134,2.88,-1.244,-3.34,0.468,-1.866,4.579,2.117,2.926,1.898,3.391,2.908,6.553,2.363,1.293,-0.31,2.787,1.044,0.443,6.078,1.472,5.173,-1.313,4.364,1.648,1.301,-0.59,-4.406,1.549,3.197,1.064,0.253,1.822,-1.363,1.475,10.531,9.896,2.883,3.205,2.611,5.083,3.79,1.11,-0.868,4.62,2.845,0.506,2.056,3.654,-4.275,2.157,-0.377,2.567,1.486,2.72,-0.632,-1.521,3.206,-0.286,-1.326,0.351,2.293,2.565,-2.114,-0.302,-2.229,1.503,2.911,1.125,1.292,1.586,-1.348,-0.164,3.87,1.494,-1.049,-1.704,-0.942,3.512,0.239,1.658,1.407,2.336,2.326,0.643,-3.167,5.62,2.902,0.678,2.835,3.68,5.219,0.423,-0.901,-0.014,-1.142,-1.249,2.944,-0.956,2.367,0.449,3.341,1.072,0.55,4.297,2.902,0.169,5.31,-0.251,-0.087,0.582,-0.018,2.324,-0.763,0.889,3.739,-3.782,-3.144,4.036,1.292,-0.566,2.889,1.326,3.22,-0.544,4.235,0.945,2.626,-0.004,-1.438,0.719,-1.828,5.895,0.763,3.662,3.803,-1.496,-0.771,2.247,3.983,2.097,0.835,0.77,2.667,-0.862,0.983,2.509,1.186,4.399,-0.168,0.929,1.952,-1.51,-0.466,-1.331,-3.587,3.912,-0.454,2.037,1.908,-0.002,0.66,1.729,3.953,3.92,-2.478,1.578,1.869,-0.244,1.185,1.903,3.754,0.408,0.048,6.639,0.707,2.352,2.077,4.383,-0.406,4.385,-1.647,4.666,0.639,0.257,0.024,-1.737,0.55,3.169,2.586,0.713,4.175,3.885,5.95,1.078,2.477,3.62,2.542,5.439,-0.422,4.378,3.658,-0.08,-0.01,-1.773,1.552,-1.798,-1.759,1.006,0.696,2.829,-3.115,3.44,4.174,-0.336,-0.58,5.344,3.327,1.627,1.662,2.998,2.177,-4.213,8.52,21.103,8.742,10.165,9.628,16.181,12.296],"base_top":[[248058,21.103],[40,20.337],[1206,19.717],[31243,18.68],[760,17.987],[1919,17.632],[2665,17.464],[2143,17.332],[2523,17.019],[12189,16.985]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,21,24,19,16,22,29,198,27,15704,16874,62,16,62,24,23,29,198,1931,277,62,21,20,17,198,510,15704,29,198,27,15704,16874,62,17,62,16,17,29,198,22,17,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","6","9","4","1","7",">","\n","<","parameter","=p","_","1","_","9","8",">","\n","ced","ar","_","6","5","2","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","1","2",">","\n","7","2","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.0393,-1.0831,0.0744,0.7408,-1.5063,0.7349,0.4028,-0.1763,0.1228,-0.7338,-0.1171],[-4.1552,0.5954,7.3322,14.382,-1.2177,-1.8896,1.7917,-0.8251,0.1145,-0.5513,-0.3915],[-4.6482,-1.2939,11.4926,18.1532,-1.1144,-0.6585,-0.0831,-0.1826,0.0688,-0.7892,-0.2131],[-2.8807,-1.5892,10.4152,16.4545,-1.5726,-0.9864,1.1898,-0.7173,0.0435,-0.5334,-0.0389],[-2.7587,-2.1017,10.1974,15.2303,-1.895,-1.2837,-0.9876,-0.597,0.3309,-1.0975,0.6131],[-1.5513,-3.0818,9.221,14.8307,-0.8618,-0.7469,0.6972,-0.8335,0.5786,-1.2285,0.1381],[-3.3075,-1.2564,11.5512,21.7253,-2.1987,-0.9642,-0.0494,-1.4405,0.3243,-1.4029,0.0835],[-1.9268,-1.6179,16.2073,20.6103,-1.7407,-1.9656,-2.2909,-0.803,0.1129,-1.5473,-0.3753],[-2.9365,-2.7761,14.1768,19.6373,-1.6656,-2.9936,-0.2836,-0.815,0.0718,-1.3657,-0.3484],[-3.0931,-2.5831,13.6071,19.2546,0.7409,-1.5176,-1.5422,-1.5479,-0.0691,-1.6078,-0.3372],[-3.3413,-2.9788,11.7651,18.5598,-0.4018,-1.2525,-1.9415,-1.8769,-0.1989,-1.5883,-0.0729],[-4.2145,-1.4956,10.9958,20.3754,0.2726,-1.2567,-0.6908,-1.6733,0.0167,-1.3564,-0.4179],[-5.0345,-1.1532,10.4316,22.8535,-1.061,-2.26,0.7584,-0.813,0.0508,-1.0102,-0.0083],[-5.34,0.058,10.3803,21.3269,-1.1612,-2.0341,0.9393,-0.1158,0.1319,-0.852,-0.3362],[-4.7461,-0.4851,10.82,17.7309,-1.5133,-1.5807,-0.6035,-0.2121,-0.1862,-1.0849,-0.287],[-1.3972,-1.3417,10.3514,18.0266,-2.28,-1.8433,2.5063,-0.4091,-0.1134,-1.0406,-0.488],[-1.9283,-1.3975,9.9888,20.317,-2.6341,-1.3669,-1.3659,-0.8261,-0.0108,-1.1206,0.1308],[-3.9001,-0.8739,10.4764,21.8993,-2.4364,-1.4271,0.6481,-1.0794,0.1982,-1.4418,-0.1809],[-2.7115,-1.7919,14.9029,22.7943,-2.9089,-1.3062,-0.5478,-0.4969,0.1422,-1.6398,-0.64],[-3.232,-1.9819,11.1963,21.7568,-2.5681,-1.5825,0.6735,-1.4292,0.0309,-2.1829,-0.1215],[-2.6027,-2.4608,15.3809,21.207,-2.8529,-1.9996,0.0509,-0.6921,-0.0965,-1.7027,-0.5975],[-2.9067,-1.324,11.2542,20.8151,-0.1327,-1.5152,0.6525,-1.0857,-0.0755,-1.7476,-0.3093],[-3.9796,-1.4413,12.1855,21.5092,-1.497,-2.6786,1.0893,-0.8118,0.0748,-1.4517,-0.1123],[-3.0335,-1.1625,15.9746,19.5164,-3.3371,-0.8445,1.895,-0.3858,0.3543,-1.1192,-0.2645],[-0.9342,-0.9091,19.7167,15.3988,-1.0832,-0.9649,-0.9678,-0.6021,0.2276,-1.1664,-0.1841],[-3.0926,-2.271,13.8997,21.1611,-0.6808,-0.6688,0.3207,-1.3674,0.0217,-0.9821,-0.0206],[-4.4759,-0.3187,13.0948,22.807,-1.6513,-0.7023,1.1847,-1.6789,0.233,-1.5399,-0.0337],[-2.3625,-1.1547,16.2837,21.502,-1.7628,-1.2676,-0.6747,-0.534,0.0017,-1.5617,-0.5927],[-2.4504,-1.4577,14.1647,20.4449,-0.6012,-2.2865,-0.9165,-1.3843,-0.0755,-1.5773,-0.5624],[-2.8361,0.3234,12.3275,20.9609,-0.4264,-0.8628,-0.1353,-1.6084,0.0877,-1.9675,-0.2553],[-3.2485,-0.154,11.404,20.805,-0.7902,-1.6795,0.3611,-0.9839,0.0208,-1.7022,-0.2023],[-4.149,-1.0821,12.0889,18.522,-1.5018,-1.2539,0.8637,-0.7174,0.0708,-1.3237,-0.7175],[-2.5488,-0.005,10.638,15.4988,-1.7644,-1.1467,0.9151,-0.5025,0.025,-0.6339,-0.574],[-4.8273,0.2897,8.6539,21.7609,-1.0273,-3.4173,0.979,-1.257,0.2321,-1.2908,-0.3028],[-3.412,-1.2015,10.9159,21.2712,-1.6984,-0.4136,1.4001,-0.5215,0.2478,-1.1727,-0.0371],[-4.6091,-0.6178,10.0426,18.7315,-1.5959,-1.2545,-0.3115,-0.4485,-0.1769,-0.9091,-0.3143],[-1.6181,-1.3181,10.8625,18.8477,-2.7024,-1.3149,2.3976,-0.7138,0.0918,-0.8175,-0.3732],[-2.2306,-1.5259,9.3306,20.4413,-2.8142,-1.2337,-1.2725,-0.8868,0.0741,-1.0614,0.1075],[-3.9704,-0.982,10.2882,21.1913,-2.6253,-1.9396,0.3296,-1.1246,0.3337,-1.2479,-0.0618],[-3.3981,-2.3022,14.7519,22.3311,-2.6987,-1.574,-0.3543,-0.6232,0.2341,-1.3285,-0.6376],[-4.8263,-2.2318,11.3648,22.4395,-1.6383,-1.1789,0.838,-1.5227,0.1281,-2.0742,-0.0569],[-3.2522,-2.8623,15.2561,21.1603,-1.4678,-0.9282,0.2447,-0.7992,0.0694,-1.5849,-0.6899],[-4.049,-1.3223,11.6901,21.7251,-1.5871,-2.0904,0.744,-1.4851,0.1282,-1.7683,-0.3678],[-4.6063,-0.7474,11.39,22.0166,-2.0942,-2.9945,1.863,-0.8324,0.1,-1.0497,-0.167],[-3.8784,-0.8813,13.2373,20.8249,-2.6688,-0.8893,2.1491,-0.4265,0.204,-0.7199,-0.5038],[-2.4458,-1.1028,17.2571,18.2468,-1.1729,-0.1161,-1.0027,-0.4161,0.1275,-0.9349,-0.2095],[-3.9294,-0.9629,12.6597,21.5849,-0.7676,-1.9092,-0.7245,-0.8702,0.3233,-1.2611,-0.2789],[-4.8216,-1.7693,11.8633,21.3885,-1.1913,-1.5087,0.5673,-0.3976,-0.0055,-1.1559,-0.0917],[-4.623,-1.6766,12.2175,19.5134,-1.8874,-0.798,0.4213,-0.4138,0.1157,-1.144,-0.3699],[-2.8371,-0.1191,11.778,17.7722,-1.8339,-0.8023,1.0796,-0.7297,0.1073,-0.6815,-0.5607],[-4.1818,0.2394,8.4277,21.0292,-0.9353,-2.7,0.6459,-0.9363,0.2491,-1.0648,-0.1109],[-3.1019,-2.013,9.1495,20.47,-1.043,-0.3823,1.6289,-0.4128,0.0287,-1.0259,-0.1344],[-3.4785,0.1291,9.0841,16.5922,-0.6052,-0.8161,-0.4045,-0.6695,-0.1872,-1.1042,-0.3186],[-0.8419,-1.0726,10.0409,17.5242,-2.6768,-1.1431,2.5065,-0.4539,-0.1109,-0.6483,-0.3598],[-2.1141,-1.7318,9.658,20.7135,-2.545,-1.8404,-1.5421,-0.6528,-0.1703,-1.0019,0.0676],[-2.6352,-0.0241,10.4561,19.9819,-1.7798,-3.3435,-0.5212,-0.8244,0.0404,-1.3499,-0.0785],[-3.8405,-1.3768,10.8034,21.8891,-0.8052,-2.6099,-0.1595,-1.0589,-0.0823,-1.6809,-0.0821],[-2.628,-0.9472,12.8554,20.0832,-2.3525,-1.9414,1.0441,-0.3025,-0.1102,-1.2732,-0.0856],[-1.3845,-0.9175,16.2088,16.952,-1.1135,-2.1202,-1.3986,-0.7619,-0.0949,-1.4397,-0.145],[-4.14,-0.9321,10.3636,22.5749,-1.4742,-1.9436,1.0431,-0.654,0.0709,-1.4999,-0.2086],[-4.379,-1.3817,11.9912,18.7553,-1.7578,-0.8163,0.6549,-0.5715,0.2412,-1.1922,-0.635],[-2.5882,-0.0015,11.3847,16.3851,-1.4855,-0.7461,0.9926,-0.7803,0.1903,-0.5896,-0.6713],[-4.0179,0.4344,7.5625,18.582,-0.5204,-2.4828,0.3404,-0.7093,0.335,-1.02,-0.0461],[-4.8235,-1.1052,10.152,21.026,-0.949,-2.1299,1.6317,-0.1993,0.2107,-0.8607,-0.3138],[-5.281,0.2244,11.0494,17.7184,-0.6232,-0.8041,-0.8456,-0.3891,0.0213,-0.871,-0.1823],[-3.902,0.0805,10.0935,16.8086,-1.763,-0.7992,-0.2399,-0.8671,0.1628,-0.8795,-0.2551],[-4.4658,-0.3873,5.8236,13.3664,-0.7136,-1.9164,1.6597,-1.3104,0.265,-0.9886,-0.0233],[-4.0434,-3.1793,9.5856,17.9377,-1.2398,-0.8449,2.5668,-0.1725,0.2161,-0.857,0.0327],[-4.6323,-0.0241,7.8641,12.3495,-1.9523,-1.5424,-0.0046,-0.6735,-0.1245,-1.0645,0.1307],[-3.0433,-0.1215,9.8135,13.826,-2.0297,-0.7774,-2.0004,-0.9981,-0.1186,-1.573,0.094]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_69417>\n<parameter=p_1_98>\ncedar_652\n</parameter>\n<parameter=p_2_12>\n72\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"selection-611402-0175","set":"selection","cohort":"ambiguous","family":"string_padding","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_850, reference 089. These are not inputs to this request.\nThe operation I need is: add padding at the beginning of stored text.\nTarget total width: 72. Stored text identifier: either \"cedar_464\" or \"cedar_4649\", with no preference specified.","tools":[{"function":{"description":"Add padding at the beginning of stored text. Inert synthetic operation.","name":"fx_27560","parameters":{"additionalProperties":false,"properties":{"p_1_16":{"description":"Stored text identifier","type":"string"},"p_2_36":{"description":"Target total width","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_16","p_2_36"],"type":"object"}},"type":"function"},{"function":{"description":"Add padding at the end of stored text. Inert synthetic operation.","name":"fx_53577","parameters":{"additionalProperties":false,"properties":{"p_1_16":{"description":"Stored text identifier","type":"string"},"p_2_36":{"description":"Target total width","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_16","p_2_36"],"type":"object"}},"type":"function"}],"prompt_tokens":667,"decision":{"rms":0.3809351287291936,"sumsq":148.59322603512555,"hb":[-0.02925,-0.10081,-2.0621,0.27161,-1.53574,0.20437,-0.57454],"lse":23.48035955296306,"logits":[12.514,13.337,11.116,12.977,12.261,11.201,9.509,9.157,11.701,11.402,10.506,17.18,12.065,10.878,14.568,11.263,9.245,11.85,10.39,9.957,20.665,10.37,10.6,13.688,12.333,13.01,10.118,9.793,12.405,9.414,9.405,13.315,14.202,8.721,13.877,12.414,9.754,11.728,10.192,10.059,12.496,8.622,7.963,11.656,5.565,8.994,1.091,11.689,6.573,14.386,5.829,9.5,10.145,8.202,9.249,6.142,10.501,13.623,10.6,7.539,7.544,14.717,4.479,9.145,10.484,11.362,4.901,10.042,2.721,18.435,7.825,8.149,9.163,-0.16,8.58,3.102,9.419,5.691,8.122,9.565,9.633,10.496,7.805,8.643,10.971,5.877,8.362,4.767,10.545,11.044,2.387,5.244,16.548,11.754,2.715,6.846,13.001,-2.4,3.717,4.635,6.399,8.424,-0.495,6.406,-0.011,13.056,10.765,5.788,7.392,11.155,9.002,10.9,5.802,6.697,7.075,10.998,15.442,6.059,7.81,7.951,12.588,11.514,13.326,14.211,13.298,12.21,3.528,12.342,12.75,7.997,2.156,7.213,4.733,7.052,11.485,7.795,3.657,14.65,5.919,9.096,8.15,13.917,13.001,5.195,1.576,6.331,12.737,1.345,16.444,4.117,-0.581,9.755,6.497,6.723,5.665,9.888,7.152,8.453,8.046,12.276,8.137,4.16,9.764,-2.694,7.99,5.845,10.275,6.686,-5.084,9.637,12.054,11.459,13.341,7.634,9.346,6.704,7.528,6.549,12.553,8.023,7.764,4.465,7.404,4.978,8.847,16.41,5.604,11.209,-1.379,10.5,9.93,2.669,11.779,14.66,5.059,4.054,9.442,11.425,9.098,3.119,6.504,11.441,7.014,3.697,12.422,7.189,9.589,7.88,6.056,12.313,2.444,11.352,14.944,4.018,6.848,6.233,-6.245,1.009,5.316,4.665,7.352,8.291,7.088,4.446,-1.146,5.902,7.322,5.15,1.787,4.358,11.279,-1.317,3.535,6.574,8.768,11.737,3.027,9.567,6.475,8.701,7.86,3.471,4.128,4.538,6.606,12.687,1.048,-4.641,7.553,8.739,0.051,11.509,8.69,8.268,5.608,-2.157,12.801,12.617,6.796,12.029,9.797,10.63,5.598,3.638,4.824,5.825,7.655,9.619,5.412,14.181,-0.031,3.961,1.401,1.885,1.723,8.046,7.761,7.271,6.984,0.16,10.025,9.424,1.69,5.786,6.506,8.476,0.48,6.524,11.882,11.703,7.871,6.189,11.163,7.598,7.487,10.466,8.384,10.424,14.321,9.319,10.702,6.266,6.175,9.412,7.128,4.736,3.943,10.241,1.721,10.911,7.185,3.24,13.464,4.309,-1.605,-3.596,8.688,8.708,-5.253,-0.673,6.446,10.032,9.029,8.463,7.667,10.224,-3.832,-2.285,7.677,9.697,16.672,8.749,1.874,11.053,13.296,6.694,10.646,2.903,2.721,7.04,-1.465,10.49,12.157,12.284,9.166,2.862,9.619,5.282,6.391,3.256,10.064,5.851,-2.291,5.681,9.865,12.577,7.386,11.102,9.355,7.955,1.962,5.479,-0.764,0.077,12.303,10.173,13.245,4.901,3.071,3.848,10.499,9.496,2.149,7.053,10.731,5.826,5.096,10.346,7.613,14.609,4.967,-2.564,14.907,4.031,7.864,4.801,3.441,2.914,10.288,11.814,3.651,10.898,4.741,12.866,0.658,9.583,8.002,3.262,1.691,1.977,3.987,-3.911,5.421,2.718,10.804,2.834,9.327,11.185,-1.361,2.265,11.384,9.167,-0.048,6.214,10.032,8.972,-2.052,12.428,8.866,9.757,8.733,13.325,2.077,7.789,8.564,9.11,4.544,2.034,14.033,0.084,12.914,7.603,4.528,5.164,2.505,5.375,7.682,6.75,13.467,12.112,8.921,7.406,8.051,5.25,3.238,4.052,10.651,1.415,11.92,1.818,7.501,-0.567,10.938,-1.698,4.371,3.421,10.25,6.485,4.402,1.108,3.84,11.393,10.022,5.52,8.478,2.566,0.631,3.154,8.069,8.34,7.178,13.03,8.56,-0.298,2.637,2.716,1.92,5.951,4.287,3.136,8.554,5.955,9.487,0.203,7.097,10.309,-0.467,8.014,17.202,9.567,6.572,4.438,7.487,9.349,5.082,6.198,12.293,0.997,8.169,3.484,6.609,1.46,3.496,5.397,1.311,5.052,1.019,5.233,13.67,13.218,3.49,8.517,0.926,4.016,8.449,3.488,7.603,13.822,6.174,6.787,9.358,2.503,2.641,-1.062,5.585,5.843,1.552,-2.347,0.836,6.892,6.031,4.589,3.576,6.56,5.837,5.894,7.166,4.483,4.517,5.322,5.541,1.214,0.199,11.04,2.339,6.26,10.998,6.058,5.377,8.338,3.377,6.355,-1.533,1.118,6.763,9.973,5.987,11.306,3.493,8.321,8.481,5.711,-0.593,3.637,7.614,9.875,7.957,2.6,9.397,2.073,-0.381,6.0,4.882,9.463,3.404,4.366,-4.05,5.384,6.961,1.143,3.26,6.668,9.537,-2.051,3.531,1.082,7.202,0.868,10.69,-0.773,10.131,9.157,-1.019,6.424,8.844,-0.996,3.461,2.888,5.383,12.919,1.786,7.55,8.271,4.142,11.122,9.549,1.1,-1.798,-2.258,1.539,6.771,9.547,8.959,7.28,-1.02,7.808,3.53,7.432,5.177,7.503,10.958,4.648,4.766,2.214,5.476,12.15,3.791,8.497,-1.525,3.78,6.148,2.039,3.617,2.129,7.665,10.926,6.434,1.121,0.949,5.146,11.134,0.628,5.344,7.354,7.213,7.822,5.65,-3.127,2.376,3.242,0.462,2.467,8.573,8.384,-3.651,1.492,-0.39,13.459,-1.57,3.486,8.448,7.278,6.419,9.195,2.3,6.931,7.788,-2.266,6.218,9.567,-4.417,-0.899,4.687,5.104,0.719,7.493,8.339,6.41,-0.026,4.402,3.527,2.554,5.672,10.302,2.97,2.596,-0.226,10.702,6.74,9.55,6.005,6.231,11.04,7.189,3.65,6.446,2.834,3.342,5.888,1.253,5.603,3.611,0.64,0.294,12.933,-2.048,6.951,2.791,0.924,4.974,8.159,-1.31,8.34,11.8,1.88,1.043,4.074,6.471,6.18,3.431,5.791,3.013,4.648,3.34,3.455,9.225,0.058,8.596,8.617,5.46,4.515,0.66,4.323,4.886,0.184,8.804,8.25,1.983,12.03,2.626,3.789,5.327,5.781,4.331,7.413,2.875,1.218,3.448,6.22,2.045,-0.357,9.077,-0.676,0.728,7.54,2.37,-3.456,2.739,5.775,0.435,3.281,-1.201,2.984,9.525,5.418,4.541,0.357,1.562,0.007,3.265,-0.441,-4.628,7.864,8.248,2.098,-1.071,3.0,6.605,3.885,9.275,11.346,-2.001,5.059,5.83,5.504,4.025,9.807,-1.158,3.446,1.125,9.105,-0.873,-0.452,6.189,2.267,0.571,0.332,0.131,2.018,-0.451,4.562,5.344,0.14,6.279,3.807,2.861,-1.472,-1.3,-1.988,1.163,2.591,2.078,4.429,0.305,5.045,1.317,5.628,2.355,-0.66,2.959,1.119,4.02,1.823,4.511,4.368,4.095,-0.258,3.977,0.629,1.597,1.07,-2.557,3.423,2.593,0.899,0.058,1.401,0.06,1.867,13.486,10.413,3.267,4.078,3.567,3.178,5.147,-0.267,-1.274,2.776,2.053,-1.383,1.195,-0.104,-5.553,5.331,-0.167,2.773,0.144,4.054,-0.531,-1.464,2.579,-1.042,0.103,1.856,0.695,2.494,-0.054,-0.284,-0.817,2.434,1.234,0.764,1.782,0.217,0.708,0.487,2.645,0.776,-0.242,-2.734,0.604,1.54,1.329,1.721,1.142,4.447,3.105,-2.385,-2.308,6.327,4.111,-0.585,1.825,4.334,3.891,1.558,-0.531,0.828,0.91,-0.302,3.791,0.193,2.074,2.037,6.925,1.8,1.659,3.867,2.605,0.708,5.287,-2.44,1.319,0.726,1.156,4.992,0.699,2.077,3.37,-3.461,-2.047,4.505,-0.087,0.65,1.231,1.461,4.135,0.933,6.07,-0.514,3.456,1.286,1.255,0.472,0.295,4.902,2.642,0.911,4.108,-2.288,0.94,2.939,4.745,-0.328,3.41,0.238,4.166,1.676,-0.279,4.237,4.308,1.682,1.197,1.725,3.726,-2.01,-0.05,-0.781,-3.883,1.786,-1.189,0.953,-1.968,0.554,-0.523,1.071,7.048,3.299,0.622,2.993,1.086,0.392,-0.11,0.52,4.308,1.496,-1.717,5.749,1.858,3.158,4.466,4.015,-0.477,3.557,-2.881,3.616,1.52,-0.275,0.456,-3.579,-0.076,2.52,2.997,-0.39,4.412,4.635,3.538,0.515,4.072,2.753,0.663,5.716,0.753,3.991,3.759,-1.323,-0.92,-1.069,0.75,-1.432,-1.08,0.507,-0.231,0.694,-2.751,2.454,2.781,-0.959,-0.698,3.279,4.168,1.386,3.909,3.435,2.79,-4.468,9.885,23.396,11.214,11.159,11.314,15.205,13.651],"base_top":[[248058,23.396],[40,20.665],[760,18.435],[27775,17.202],[27,17.18],[12189,16.672],[1206,16.548],[2665,16.444],[3928,16.41],[1919,15.442]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,17,22,20,21,15,29,198,27,15704,16874,62,16,62,16,21,29,198,1931,277,62,19,21,19,198,510,15704,29,198,27,15704,16874,62,17,62,18,21,29,198,22,17,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","2","7","5","6","0",">","\n","<","parameter","=p","_","1","_","1","6",">","\n","ced","ar","_","4","6","4","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","3","6",">","\n","7","2","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.6738,-0.791,-0.5741,-0.8297,-1.9566,0.6932,-0.3933,-0.0722,0.1988,-0.8382,-0.1725],[-3.966,0.778,7.3836,14.27,-1.0207,-1.7514,1.8712,-0.7548,0.1547,-0.5001,-0.3484],[-4.803,-1.6599,11.3541,18.1205,-1.3966,-0.6408,-0.0621,-0.0522,0.1923,-0.8247,-0.1901],[-2.3308,-1.6799,10.8139,16.5296,-2.1556,-0.7947,0.9839,-0.7466,0.1574,-0.6698,0.0434],[-2.4651,-2.0313,10.1745,14.7461,-1.8964,-0.9152,-1.1092,-0.6553,0.3293,-1.2054,0.6083],[-1.6526,-3.1334,9.2956,14.88,-0.6751,-0.5393,0.271,-0.7724,0.6004,-1.2572,0.11],[-3.8125,-1.4582,11.2134,20.7631,-1.898,0.5872,0.2871,-1.417,0.3947,-1.5838,0.0388],[-2.8328,-2.0567,15.6362,20.2165,-1.1789,-0.2358,-1.679,-0.7637,0.2419,-1.5281,-0.4421],[-3.4866,-0.893,13.3472,18.9503,0.2679,-1.0169,-1.1669,-1.1668,-0.0068,-1.4823,-0.5039],[-2.9939,-0.6927,12.4079,18.8877,-0.9811,-2.8167,-1.9235,-1.2701,-0.2211,-1.4121,-0.332],[-1.8167,-1.2751,12.8357,19.347,-0.6652,-2.2872,0.6954,-1.4683,-0.1277,-1.4365,-0.263],[-2.7205,-0.4222,11.1665,19.9081,-1.013,-1.1903,-0.3547,-1.6939,0.0648,-1.5615,-0.0597],[-4.8261,-1.1682,10.0902,22.1408,-0.8087,-2.0221,0.9162,-0.6734,0.098,-1.1192,0.0263],[-5.5586,-0.93,9.9997,20.0335,-1.1869,-1.8608,1.0791,0.0351,0.0793,-0.9421,-0.0891],[-4.9082,-0.7935,10.5847,17.6913,-1.3315,-1.3244,-0.259,-0.1943,-0.2405,-0.9897,-0.2153],[-0.7253,-1.1159,9.6908,17.0974,-2.0505,-1.5718,2.5737,-0.3108,-0.0472,-0.9006,-0.4785],[-2.0157,-1.7217,9.8447,20.1259,-2.4856,-1.2138,-1.2085,-0.7248,-0.0241,-1.0884,0.1512],[-4.0164,-1.2865,10.5322,21.976,-2.7396,-1.1132,0.521,-1.0153,0.2739,-1.468,-0.1857],[-2.919,-2.3144,14.7169,23.0541,-2.7451,-1.2838,-0.6821,-0.3704,0.1956,-1.5383,-0.6331],[-4.4643,-2.2888,11.6053,23.0233,-2.5559,-1.4271,0.1497,-1.0935,0.0172,-1.9764,-0.0779],[-3.4731,-2.5492,15.1261,22.3191,-1.9227,-1.8993,-0.3932,-0.3169,0.0096,-1.4822,-0.6129],[-3.1373,-1.959,11.8948,22.069,-1.5479,-3.1638,0.2371,-0.9826,-0.0419,-1.3629,-0.1869],[-3.4184,-1.8448,12.0328,20.1489,-1.3039,-2.5765,0.9681,-0.6422,0.1252,-1.518,-0.0089],[-2.3993,-1.1573,15.4606,18.4414,-2.8797,-0.9184,1.8288,-0.2824,0.3771,-1.0872,-0.268],[-0.4821,-0.8254,19.3108,14.1228,-1.0439,-1.1074,-1.2532,-0.5215,0.3051,-1.2347,-0.2208],[-2.5964,-2.6418,13.8057,21.0547,-1.0972,-0.5019,0.4435,-1.3314,0.0428,-1.0764,0.0107],[-3.3321,-0.9007,12.8884,21.8088,-1.393,0.2645,0.5634,-1.5725,0.1474,-1.8753,-0.0221],[-1.7156,-1.8619,15.7712,20.0745,-0.393,0.4857,-1.0826,-0.7648,0.0503,-1.7166,-0.585],[-1.9462,-1.8797,13.3609,19.6394,-0.3425,-2.4901,-0.8303,-1.041,-0.0148,-1.417,-0.406],[-1.7274,-1.7516,12.5719,18.8565,-0.5819,-0.7344,-0.5807,-1.3422,0.1661,-1.6669,-0.223],[-2.674,-0.9569,12.3312,19.382,-1.3284,-1.9141,1.0913,-0.9753,0.1596,-1.7879,-0.2792],[-3.8745,-0.6442,11.8096,17.8808,-1.845,-0.6583,0.6916,-0.6608,0.3011,-1.3062,-0.6353],[-2.2143,0.5172,10.3692,14.5658,-1.336,-0.947,0.7834,-0.5513,0.0829,-0.561,-0.6031],[-4.9932,0.346,8.7787,21.4592,-1.045,-3.4085,0.4424,-1.0727,0.1663,-1.2192,-0.3175],[-2.2583,-1.0123,11.5512,20.9304,-1.3494,-1.3869,1.6689,-0.1128,0.068,-1.3394,-0.2211],[-4.5222,-0.3493,10.2532,18.1824,-1.4042,-1.0721,-0.0282,-0.2571,-0.1779,-1.021,-0.2313],[-1.108,-0.9297,10.4256,18.2945,-2.9374,-1.2602,2.8198,-0.6901,0.0948,-0.8946,-0.2752],[-2.1586,-1.4177,9.689,20.6239,-2.8433,-1.2423,-1.2586,-0.807,0.0974,-1.2042,0.1696],[-3.6934,-0.8686,10.6435,21.3166,-2.6068,-1.465,0.4901,-1.0261,0.3222,-1.383,-0.0973],[-3.3124,-2.3303,14.6775,22.2855,-2.5578,-1.3419,-0.2379,-0.589,0.3178,-1.391,-0.6163],[-4.2864,-2.2228,11.0881,22.7072,-2.0929,-1.6668,0.9178,-1.3563,0.208,-1.9071,0.1102],[-3.9433,-2.9165,14.5384,21.0282,-1.8057,-2.6673,-0.3683,-0.6512,0.0619,-1.5631,-0.5956],[-2.8144,-1.2235,12.0341,21.643,-1.289,-3.3164,0.1134,-1.004,0.1841,-1.1034,-0.171],[-4.041,-0.8028,10.5361,21.822,-1.4558,-2.5112,1.3081,-0.8011,0.228,-1.3053,-0.1477],[-3.7044,-0.9602,12.8636,20.8469,-2.5448,-0.9033,2.0418,-0.3953,0.1612,-1.0055,-0.5308],[-2.1893,-1.0207,16.8966,18.1576,-1.1333,-0.3559,-0.7511,-0.3492,0.1119,-1.0835,-0.384],[-3.5228,-0.7678,12.6178,21.0108,-0.5041,-1.2266,-0.2041,-0.7577,0.3362,-1.2981,-0.3136],[-4.2322,-1.1782,11.6997,20.917,-0.8772,-1.6459,0.9007,-0.3147,-0.0263,-1.3769,-0.2053],[-4.4656,-1.0778,11.583,18.7628,-1.6827,-0.1309,0.4523,-0.5458,0.1291,-1.2901,-0.4832],[-2.6895,0.377,11.7741,17.1043,-1.9339,-0.847,1.0755,-0.7456,0.0647,-0.7325,-0.4988],[-3.8884,0.5643,8.3677,20.4764,-1.1482,-2.356,1.1084,-0.9147,0.2014,-1.1162,-0.0283],[-3.3913,-0.3315,9.3031,20.2431,-1.5516,-0.6756,2.3445,-0.0933,-0.0233,-1.2973,-0.2728],[-3.6601,0.4642,9.0641,16.05,-1.1727,-0.7203,-0.5741,-0.6761,-0.1971,-1.1124,-0.2866],[-0.823,-0.8655,9.6697,16.6396,-3.0824,-0.7877,2.7997,-0.3904,-0.1089,-0.5563,-0.294],[-2.0423,-1.5995,9.9487,20.4893,-2.5965,-1.8844,-1.447,-0.5659,-0.1354,-1.0084,0.0559],[-2.479,-0.0276,10.6772,19.7725,-1.8681,-2.8927,-0.6142,-0.7243,0.0334,-1.3554,-0.1224],[-3.7943,-1.558,10.8116,21.4515,-0.9069,-1.7987,-0.4211,-0.9816,-0.0628,-1.6043,-0.0411],[-2.1811,-0.9835,12.4125,19.314,-2.5848,-1.4301,1.1175,-0.2661,-0.0667,-1.3179,-0.1646],[-0.4219,-0.5503,15.7197,15.7634,-1.1788,-1.5946,-0.9288,-0.7155,-0.0008,-1.3888,-0.1911],[-3.1907,-0.5233,10.5932,22.0334,-1.6359,-1.9414,1.3094,-0.6351,0.0468,-1.6064,-0.2285],[-4.2917,-1.0304,12.0277,18.6058,-2.0599,-0.4064,0.5952,-0.676,0.2762,-1.2896,-0.6292],[-3.0791,0.0295,11.9133,17.5028,-1.9532,-0.4776,1.1758,-0.6747,0.2004,-0.6568,-0.6717],[-4.276,0.5406,7.7846,18.9269,-0.5891,-2.0697,0.6739,-0.6252,0.3493,-1.0895,-0.0104],[-4.9733,-0.3795,9.452,20.4057,-1.3193,-1.6561,2.0464,-0.0783,0.2973,-0.9928,-0.4],[-5.3788,0.3926,10.8864,17.5492,-0.8124,-0.6017,-0.5019,-0.295,0.0056,-0.7613,-0.0719],[-3.9716,-0.2397,10.2417,17.278,-1.787,-0.8321,-0.3143,-0.7663,0.0912,-0.7485,-0.2359],[-4.672,-0.0692,5.9545,13.8093,-0.4869,-2.2141,2.3761,-1.2252,0.1734,-0.8806,-0.0251],[-4.7265,-2.35,8.8086,16.6245,-1.1554,-0.8813,3.1633,-0.005,0.3525,-0.9025,-0.0836],[-4.4162,-0.7163,8.2787,12.9027,-1.6511,-1.0202,0.4714,-0.9407,-0.0206,-1.0427,0.0636],[-3.6942,0.2097,8.5,12.7681,-3.0102,-0.7412,-1.3412,-1.1126,0.0209,-1.5378,0.2043]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_27560>\n<parameter=p_1_16>\ncedar_464\n</parameter>\n<parameter=p_2_36>\n72\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=fx_27560>\n<parameter=p_1_16>\ncedar_464\n</parameter>\n<parameter=p_2_36>\n72\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=fx_27560>\n<parameter=p_1_16>\ncedar_464\n</parameter>\n<parameter=p_2_36>\n72\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_27560>\n<parameter=p_1_16>\ncedar_464\n</parameter>\n<parameter=p_2_36>\n72\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0087","set":"selection","cohort":"ambiguous","family":"inventory_adjustment","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_800, reference 094. These are not inputs to this request.\nPlease add units to inventory.\nProduct code, preserving leading zeros: \"050\". Number of units: either \"26\" or \"269\", with no preference specified.","tools":[{"function":{"description":"Add units to inventory. Inert synthetic operation.","name":"fx_72738","parameters":{"additionalProperties":false,"properties":{"p_1_93":{"description":"Product code, preserving leading zeros","type":"string"},"p_2_93":{"description":"Number of units","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_93","p_2_93"],"type":"object"}},"type":"function"},{"function":{"description":"Remove units from inventory. Inert synthetic operation.","name":"fx_84784","parameters":{"additionalProperties":false,"properties":{"p_1_93":{"description":"Product code, preserving leading zeros","type":"string"},"p_2_93":{"description":"Number of units","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_93","p_2_93"],"type":"object"}},"type":"function"}],"prompt_tokens":651,"decision":{"rms":0.3814793787314802,"sumsq":149.01812879089266,"hb":[-0.08749,-0.07278,-1.7368,0.09606,-1.24284,0.13451,-0.52817],"lse":23.177482772312786,"logits":[13.914,13.132,13.37,12.961,13.446,11.627,9.661,9.594,11.213,10.892,11.068,16.322,11.883,10.527,14.623,11.233,9.777,11.606,11.078,10.051,20.928,9.876,12.368,14.098,13.603,12.686,10.501,9.525,13.002,9.92,9.806,14.287,13.604,8.643,12.997,11.796,8.885,12.64,8.778,10.672,12.428,9.461,8.792,11.911,4.435,6.971,0.464,11.77,7.111,14.12,5.193,9.63,9.188,7.553,7.936,5.102,9.644,12.45,11.321,6.789,7.109,14.785,4.868,7.851,9.677,11.788,5.256,10.098,1.909,17.735,9.258,8.198,9.728,0.067,8.172,4.135,9.75,7.357,9.727,9.1,9.795,9.579,7.748,9.011,10.357,6.205,7.214,5.056,9.312,12.569,1.179,5.431,16.384,11.442,4.532,8.234,12.97,-2.972,2.725,3.589,7.174,9.068,-0.494,8.281,0.444,13.917,10.436,4.148,7.467,11.233,8.679,10.062,5.701,5.84,6.734,11.176,15.438,5.74,7.385,9.587,12.297,11.34,13.311,14.367,13.117,11.253,3.278,11.809,12.16,9.336,1.747,6.882,3.422,5.49,11.609,7.98,4.442,14.478,5.23,9.252,8.935,14.494,12.499,4.724,1.828,6.512,12.907,1.228,16.095,3.024,-1.207,10.393,6.735,6.579,5.656,10.951,6.262,8.756,9.421,12.069,8.041,3.218,9.159,-1.332,8.082,4.245,9.291,7.63,-5.616,11.091,11.82,11.806,13.261,7.567,7.772,7.277,8.742,7.586,12.374,7.747,8.058,3.343,7.115,3.903,8.5,16.544,6.224,10.976,-0.7,11.081,10.436,2.825,12.09,13.026,5.99,4.052,9.569,10.945,14.273,2.686,6.417,12.51,5.987,2.842,12.509,7.626,10.812,9.376,5.722,12.011,2.328,13.083,17.471,3.718,7.142,5.281,-4.271,2.618,4.236,4.493,9.336,7.507,7.833,3.673,-1.948,6.336,8.097,4.091,0.652,4.209,10.965,-0.559,2.651,6.543,9.311,11.278,4.721,9.82,6.99,9.036,7.321,4.341,3.996,3.28,5.114,12.274,0.416,-2.209,9.756,9.306,0.065,12.038,8.417,8.834,5.869,-1.342,11.464,13.223,6.865,12.377,10.653,11.325,5.161,2.615,4.039,8.429,6.211,9.194,5.648,14.295,-0.175,5.288,0.508,0.733,0.233,8.93,7.956,6.1,7.287,1.416,12.094,8.927,0.802,5.322,7.228,8.559,-0.819,7.345,11.487,12.309,7.893,6.745,11.444,9.089,7.693,9.878,8.499,11.336,14.349,7.891,10.667,6.594,7.067,9.968,6.816,5.315,7.378,10.502,1.039,10.71,7.449,5.033,14.151,4.568,-1.701,-1.103,8.463,7.915,-4.335,-0.559,5.102,9.528,8.254,7.83,9.174,9.891,-5.233,-2.0,7.067,9.151,16.729,8.321,2.566,11.08,14.499,5.992,10.952,2.777,2.974,5.998,-2.374,11.203,12.451,11.58,9.348,4.896,8.737,5.699,7.23,3.387,11.047,4.289,-1.485,4.821,9.774,13.588,7.786,10.437,9.816,9.33,0.798,4.079,-0.468,1.101,12.497,11.452,11.976,4.962,3.491,4.744,9.776,11.316,2.051,7.022,11.498,4.991,6.373,10.666,7.854,14.088,4.398,-2.412,14.636,2.67,7.317,4.232,2.412,4.264,10.92,13.219,3.868,12.369,4.44,13.244,-0.085,10.535,8.349,2.649,1.732,2.161,5.453,-3.826,6.415,2.207,9.736,1.012,9.39,12.564,-1.249,2.211,11.696,8.582,2.589,5.67,9.799,9.817,-1.17,12.451,8.55,9.421,8.442,13.254,1.997,7.58,7.749,9.608,4.363,1.048,14.225,0.391,13.658,7.638,4.239,6.756,1.286,6.478,7.168,4.446,14.69,12.295,8.686,7.295,8.129,5.976,2.788,5.465,10.24,2.001,12.141,1.662,8.428,0.369,10.822,-0.897,3.588,3.622,10.419,7.154,6.589,1.027,2.784,11.305,10.264,5.566,8.295,3.623,0.775,2.039,8.285,8.894,7.388,12.856,8.051,-0.824,1.873,1.52,1.78,7.318,5.25,3.628,10.123,6.004,10.356,-1.041,6.753,10.501,-1.189,8.543,17.425,7.629,7.702,6.6,7.388,10.019,6.687,5.813,13.022,-0.355,7.928,1.371,6.76,1.195,4.107,6.1,-0.22,4.238,-0.211,6.396,13.157,14.008,2.74,9.814,-0.363,3.023,8.799,3.082,8.484,14.178,7.001,7.329,9.029,1.794,2.45,-1.621,5.173,7.081,0.97,-0.674,1.701,8.26,4.742,5.169,4.175,4.735,4.994,6.584,7.82,3.457,4.234,7.27,5.268,2.13,0.649,10.096,-0.176,6.044,10.509,7.38,5.06,7.839,2.475,6.811,-3.309,1.235,7.594,10.31,5.183,11.348,3.641,7.528,9.125,5.052,-1.747,2.833,7.257,9.869,7.999,2.655,9.863,2.07,-0.273,5.844,5.696,9.526,2.816,4.755,-2.269,5.773,6.402,1.636,2.003,6.201,10.521,-2.692,3.921,0.458,6.478,1.06,9.455,-0.427,11.143,10.84,-2.34,4.697,10.956,-2.185,2.449,2.098,6.923,12.436,2.447,7.425,8.911,3.208,11.569,9.591,0.791,-1.115,-3.535,-0.016,7.827,10.843,8.658,8.727,-2.127,6.75,3.294,9.029,5.447,6.806,10.387,5.65,4.953,2.22,6.0,12.604,4.058,8.534,-3.319,3.17,5.247,1.192,3.773,2.754,8.688,11.286,6.905,-0.07,0.126,5.692,10.045,0.302,5.833,6.591,8.234,8.1,6.34,-2.744,2.768,3.616,0.083,3.028,8.443,8.443,-3.154,1.481,-0.614,13.27,-0.949,3.925,8.43,5.291,6.826,8.893,1.402,5.679,8.041,-1.111,6.478,10.682,-3.22,-1.257,3.194,5.686,0.794,6.623,8.526,6.052,0.38,3.284,4.0,2.859,7.222,9.978,0.952,2.203,-2.168,10.169,6.228,9.744,6.223,6.549,11.137,7.689,4.23,5.854,-0.217,3.142,6.919,0.164,5.967,4.001,1.213,-0.472,12.326,-2.058,6.74,3.749,-0.223,5.193,8.235,-1.067,8.42,12.409,2.759,1.401,5.396,6.217,4.797,3.574,4.909,2.913,4.347,2.127,2.838,8.963,0.124,7.808,8.234,4.218,5.529,0.807,3.379,5.4,0.18,8.598,8.391,2.009,11.664,2.226,3.578,6.861,6.277,4.363,7.729,2.624,1.49,2.561,6.436,1.865,-2.103,8.946,0.921,0.22,6.457,1.459,-4.133,2.472,7.575,1.723,3.55,-0.914,2.833,9.67,5.284,1.864,-0.271,0.696,-0.912,2.696,0.063,-3.576,6.119,8.353,1.282,-0.701,3.525,6.638,2.21,9.724,12.056,-2.01,5.538,6.544,6.0,5.232,9.949,-2.157,4.591,0.953,9.444,0.154,-0.734,4.632,3.263,0.769,-0.278,-0.589,0.866,-0.06,2.599,4.263,-0.264,6.989,3.417,2.528,-2.426,-1.723,-0.318,0.705,3.241,1.255,2.99,0.998,5.008,1.542,5.946,1.284,0.262,0.908,0.448,4.024,1.287,5.17,3.964,3.479,-0.41,3.245,-0.564,2.155,0.533,-3.838,2.353,1.875,1.546,1.158,1.072,-0.161,1.587,13.095,10.095,2.606,4.602,2.921,4.298,5.275,-0.121,0.291,3.41,2.54,-1.313,0.798,0.702,-5.064,4.567,-0.831,1.507,0.134,1.792,-0.077,-1.825,3.628,-0.624,0.093,0.411,1.83,1.527,-1.034,-1.209,-0.394,1.679,2.082,-0.033,1.397,0.578,-0.923,1.476,2.282,0.445,-1.681,-1.792,-0.082,0.645,1.172,1.821,1.679,4.519,0.93,-1.621,-3.607,5.577,3.765,-1.067,1.706,3.088,4.314,0.377,-1.654,0.738,-0.067,-0.453,4.113,0.071,1.582,2.039,5.746,0.991,1.241,4.453,2.659,-0.92,4.991,-1.876,-0.093,-0.469,-0.116,3.461,-0.628,1.122,3.967,-3.012,-1.465,3.865,-0.338,0.887,1.734,1.403,3.442,-0.941,4.345,-0.171,2.593,1.191,-0.284,0.494,-0.517,3.685,1.609,1.365,3.229,-2.532,-0.713,2.613,4.115,0.02,2.469,0.085,2.632,0.03,-0.366,4.317,2.821,4.329,1.388,0.369,2.419,-1.704,0.081,-1.662,-4.624,1.401,-1.916,1.207,-2.194,0.359,-0.134,1.234,5.3,3.763,-0.634,1.609,1.849,0.536,-0.379,0.935,3.577,1.657,-0.489,5.412,0.674,1.952,3.232,4.162,-0.543,3.534,-2.116,2.215,0.427,-0.395,-0.55,-2.115,-0.929,1.868,3.257,-0.042,3.098,4.215,4.092,1.147,3.66,2.503,1.512,4.551,-0.217,4.311,3.577,-1.741,-1.293,-1.358,1.589,-2.52,-2.069,-0.511,-0.562,1.666,-3.829,2.195,2.103,-1.163,-1.837,4.006,2.638,0.18,2.745,3.749,1.686,-4.469,9.786,23.034,11.089,12.348,11.962,15.905,14.568],"base_top":[[248058,23.034],[40,20.928],[760,17.735],[5328,17.471],[27775,17.425],[12189,16.729],[3928,16.544],[1206,16.384],[27,16.322],[2665,16.095]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,22,17,22,18,23,29,198,27,15704,16874,62,16,62,24,18,29,198,15,20,15,198,510,15704,29,198,27,15704,16874,62,17,62,24,18,29,198,17,21,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","7","2","7","3","8",">","\n","<","parameter","=p","_","1","_","9","3",">","\n","0","5","0","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","9","3",">","\n","2","6","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[0.0085,0.4677,-0.7018,-0.348,-2.168,0.868,-0.7558,-0.1525,0.1741,-0.7195,-0.0301],[-3.9601,0.8971,7.3234,14.2926,-1.0368,-1.7633,1.8639,-0.9061,0.1283,-0.5254,-0.3533],[-4.7735,-0.9903,11.1967,18.171,-1.204,-0.605,0.0128,-0.178,0.1118,-0.7263,-0.1856],[-2.7746,-1.731,10.146,16.5662,-1.7627,-1.107,1.2168,-0.8663,0.0536,-0.5126,0.0293],[-2.4619,-1.6926,9.8936,14.3863,-1.7629,-1.2241,-0.9932,-0.6631,0.3565,-1.0805,0.6809],[-1.5075,-2.8568,9.283,14.9457,-0.7987,-0.7894,0.2965,-0.891,0.6015,-1.1428,0.1629],[-3.4377,-1.1134,11.1641,20.7242,-1.1425,0.4608,0.4202,-1.5796,0.3004,-1.4366,0.0012],[-2.2399,-1.1954,15.8194,19.4583,-0.0296,0.3593,-1.0937,-0.8748,0.145,-1.3498,-0.4169],[-3.5803,-1.3619,13.3445,20.0692,-1.2116,-1.6127,-2.0916,-1.5823,0.0864,-1.4313,-0.293],[-3.5057,-1.1253,12.1975,18.8047,0.3317,-1.4537,-1.552,-1.4035,-0.0358,-1.3674,-0.423],[-3.9328,-1.8206,12.0725,19.2228,-0.9477,-2.7614,-0.6549,-1.8504,-0.174,-1.7171,-0.2211],[-3.0497,-1.435,10.5126,19.6329,0.3705,-0.8946,0.9663,-1.7217,0.0787,-1.6072,-0.0855],[-4.947,-0.9151,10.2587,22.7728,-1.4183,-2.3426,0.5308,-0.8644,0.0707,-1.0512,-0.0604],[-5.4369,0.366,10.1948,21.1497,-1.4573,-1.9155,1.0884,-0.0982,0.1868,-0.8185,-0.3421],[-4.6942,-0.3401,10.7174,17.6468,-1.5188,-1.3657,-0.5409,-0.3071,-0.1647,-1.135,-0.2057],[-1.2613,-1.3415,10.229,18.0823,-2.3064,-1.7289,2.496,-0.4159,-0.0943,-1.0323,-0.4806],[-1.911,-1.4131,9.9646,20.263,-2.6411,-1.2995,-1.4035,-0.8309,-0.0039,-1.124,0.126],[-3.8531,-0.6771,10.4669,21.6454,-2.4854,-1.4195,0.3991,-1.1238,0.2175,-1.389,-0.1846],[-2.7606,-1.7549,14.7934,22.7185,-2.7577,-1.2284,-0.8903,-0.4879,0.1694,-1.5301,-0.6034],[-3.5325,-2.291,11.5096,22.6324,-2.7016,-1.7776,0.4142,-1.3533,0.0716,-2.1603,-0.1574],[-2.8681,-2.5631,15.1396,21.5318,-2.5752,-2.2842,-0.317,-0.5954,-0.0276,-1.7591,-0.6261],[-3.7719,-1.4127,11.2281,21.6788,-1.0712,-2.8999,0.5043,-1.0934,-0.0183,-1.7805,-0.3308],[-4.0911,-1.1079,11.5786,22.6261,-1.6043,-2.5148,0.3505,-0.8437,0.0566,-1.6431,-0.1613],[-3.3049,-0.5341,13.6465,20.1576,-3.0584,-1.1808,2.1093,-0.4684,0.3412,-1.0788,-0.3517],[-2.171,-0.5781,17.2822,17.2677,-1.6405,-1.1468,-1.4577,-0.4207,0.1592,-1.0599,-0.303],[-2.1494,-0.8592,15.4767,20.9864,-0.3898,-2.2553,-1.4259,-0.9398,0.2226,-1.3609,-0.5351],[-2.7156,-0.2317,13.9036,22.1084,-0.7811,-1.2566,-1.2105,-1.0957,0.1194,-1.4141,-0.4224],[-3.7364,-0.3946,12.2094,21.066,-1.4278,-1.6053,0.649,-0.7162,0.1878,-1.3986,-0.2794],[-4.2614,-0.9565,12.2836,18.6655,-1.8609,-1.0667,0.8903,-0.7002,0.1194,-1.2937,-0.6098],[-2.7559,0.228,10.951,16.2458,-1.6023,-1.2082,1.2423,-0.5462,0.0353,-0.5409,-0.621],[-4.7123,0.548,8.5275,21.6567,-1.2946,-3.1667,0.8908,-1.2048,0.1897,-1.1742,-0.2944],[-2.6696,-0.7732,10.7338,21.1344,-1.4567,-0.6694,1.3262,-0.42,0.3101,-0.9706,-0.1869],[-3.9138,0.0538,9.3979,17.5677,-1.2251,-0.8662,-0.2038,-0.4896,-0.171,-0.877,-0.3382],[-0.9076,-0.7472,10.5259,18.7522,-2.6173,-1.2229,2.0488,-0.6848,0.0929,-0.7631,-0.4078],[-1.8772,-1.3519,9.4053,20.3181,-2.5776,-1.2863,-1.3117,-0.8769,0.0787,-1.0755,0.0328],[-3.6737,-0.648,10.3207,20.5839,-2.4698,-2.0017,0.1067,-1.0813,0.3535,-1.1663,-0.1595],[-3.1231,-2.0131,14.7158,21.8522,-2.611,-1.6124,-0.6991,-0.6265,0.2628,-1.3478,-0.6356],[-3.8365,-1.8863,10.6328,21.2966,-1.5082,-1.5671,0.4233,-1.4233,0.1263,-2.0517,-0.0669],[-2.9747,-2.5846,14.5955,20.7021,-2.115,-2.4408,-0.3836,-0.6074,-0.0436,-1.4947,-0.6178],[-3.6535,-1.7895,10.9382,21.241,-1.5612,-2.8958,0.4481,-1.057,-0.0075,-1.4937,-0.3344],[-2.3148,-0.0103,9.7658,20.4116,-1.2379,-2.2729,1.1744,-1.0692,0.0766,-1.2331,-0.1104],[-2.0662,0.5673,12.3129,18.7526,-2.6029,-0.9097,1.9598,-0.376,0.3312,-0.7968,-0.4308],[-0.8588,0.8307,15.6011,15.1745,-0.7443,-0.7358,-1.4888,-0.6352,0.2618,-0.8964,-0.317],[-1.946,-0.962,12.6397,18.6236,-0.5136,-2.4549,-0.7867,-1.0602,0.326,-1.1031,-0.2921],[-2.4694,-0.1141,12.0578,18.6374,-2.3614,-1.8101,-0.3328,-0.8052,0.198,-1.5368,-0.3153],[-3.2572,-0.6134,11.1068,17.2952,-2.341,-0.3618,0.1033,-0.5157,0.2105,-1.2416,-0.6613],[-2.0948,0.2536,10.4601,15.1198,-1.6325,-0.7257,0.7142,-0.7229,0.1921,-0.47,-0.7654],[-3.6495,0.3607,8.07,20.3574,-0.8911,-2.5621,0.4648,-0.9246,0.1872,-1.1509,-0.1351],[-2.7557,-0.6411,8.661,19.9788,-1.0745,-1.1563,1.8543,-0.2084,0.1126,-0.8604,-0.3128],[-3.7496,0.4438,8.833,16.1191,-0.6429,-0.7707,-0.6128,-0.7225,-0.2212,-1.1907,-0.2309],[-1.0742,-1.0244,10.2047,17.8094,-2.5619,-1.1799,2.4038,-0.4702,-0.1067,-0.7035,-0.3314],[-2.0589,-1.6362,9.7057,20.7292,-2.4388,-1.8401,-1.7175,-0.6514,-0.1307,-1.0435,0.0349],[-2.4172,0.2213,10.3508,19.8327,-1.6407,-3.2561,-0.5831,-0.7995,0.0313,-1.3404,-0.1594],[-3.6714,-1.1557,10.6545,21.9915,-0.8418,-2.438,-0.1715,-1.033,-0.0572,-1.6806,-0.1186],[-2.4453,-0.7129,12.5956,20.0005,-2.3567,-1.9538,1.0639,-0.3593,-0.0629,-1.2704,-0.1381],[-0.8623,-0.2675,16.1087,16.1203,-1.1532,-2.0556,-1.2565,-0.7407,-0.0391,-1.4023,-0.1979],[-3.9591,-0.441,10.2696,22.4223,-1.437,-2.0026,1.093,-0.6626,0.1177,-1.5201,-0.2411],[-4.3254,-1.3283,12.2551,18.9177,-1.8139,-0.8499,0.6944,-0.6009,0.241,-1.2457,-0.5909],[-2.6623,-0.3446,11.6907,16.8895,-1.6995,-0.8253,1.1121,-0.765,0.1273,-0.6407,-0.6928],[-4.0651,0.3703,7.7341,19.0134,-0.4247,-2.3818,0.4802,-0.7786,0.3626,-1.0964,-0.0298],[-4.6335,-0.1915,9.6773,20.9084,-0.9503,-1.8767,1.8286,-0.2603,0.3461,-0.965,-0.4488],[-5.5182,0.4199,10.822,17.3806,-0.6306,-0.8104,-0.5776,-0.4047,0.0441,-0.8495,-0.0852],[-4.1317,-0.122,9.9321,17.0026,-1.7363,-0.8653,-0.2767,-0.8973,0.1216,-0.7902,-0.226],[-4.3982,0.0058,5.7466,13.1771,-0.4199,-2.3306,1.9522,-1.4,0.1491,-0.8866,-0.0329],[-4.3693,-2.0593,8.5839,16.8614,-1.4961,-1.1662,3.2291,-0.1555,0.2777,-0.7897,-0.0764],[-5.0523,-0.5527,7.9712,12.3353,-1.9497,-1.405,0.3114,-0.8401,-0.127,-1.0098,0.0761],[-3.89,0.2415,8.1733,12.3585,-2.8484,-0.6042,-1.437,-1.1286,0.0246,-1.5399,0.1322]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_72738>\n<parameter=p_1_93>\n050\n</parameter>\n<parameter=p_2_93>\n26\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=fx_72738>\n<parameter=p_1_93>\n050\n</parameter>\n<parameter=p_2_93>\n26\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=fx_72738>\n<parameter=p_1_93>\n050\n</parameter>\n<parameter=p_2_93>\n26\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_72738>\n<parameter=p_1_93>\n050\n</parameter>\n<parameter=p_2_93>\n26\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0212","set":"selection","cohort":"valid_call","family":"subscription","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_93160 {\"p_1_39\": \"cedar_409\", \"p_2_38\": \"070\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_920, reference 086. These are not inputs to this request.\nCarry out this request: start receiving events on a topic.\nTopic identifier: \"070\". Subscriber identifier: \"cedar_409\".","tools":[{"function":{"description":"Start receiving events on a topic. Inert synthetic operation.","name":"fx_93160","parameters":{"additionalProperties":false,"properties":{"p_1_39":{"description":"Subscriber identifier","type":"string"},"p_2_38":{"description":"Topic identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_39","p_2_38"],"type":"object"}},"type":"function"},{"function":{"description":"Stop receiving events on a topic. Inert synthetic operation.","name":"fx_51409","parameters":{"additionalProperties":false,"properties":{"p_1_39":{"description":"Subscriber identifier","type":"string"},"p_2_38":{"description":"Topic identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_39","p_2_38"],"type":"object"}},"type":"function"}],"prompt_tokens":639,"decision":{"rms":0.4006677306221415,"sumsq":164.38643749058247,"hb":[-0.02912,-0.05613,-2.09771,0.36828,-1.60775,0.1095,-0.57942],"lse":23.368799698893433,"logits":[12.878,12.104,11.443,11.295,10.352,10.903,7.846,8.267,10.819,10.912,10.421,15.545,11.192,9.919,14.126,9.409,9.016,12.995,11.479,9.239,19.839,9.921,10.474,13.982,12.241,11.559,9.099,8.142,11.363,8.852,8.977,14.14,14.22,8.78,12.632,12.904,9.56,11.878,8.924,9.313,12.841,8.407,7.133,12.519,5.607,6.544,1.0,11.312,6.152,12.679,5.485,8.798,9.027,9.61,8.467,4.229,9.919,13.006,9.345,5.702,7.961,12.958,4.54,8.046,9.224,11.252,5.492,9.062,2.256,16.083,7.604,7.572,6.713,0.049,8.41,2.917,8.42,6.189,8.958,8.578,9.643,9.196,7.777,8.284,10.2,4.364,6.405,3.427,9.783,11.99,1.479,4.322,13.966,12.725,2.586,6.308,10.047,-2.507,4.099,3.566,7.226,6.879,2.475,6.649,0.403,11.632,9.474,6.094,8.157,10.795,7.202,8.889,5.919,6.66,5.448,10.379,15.266,3.861,6.292,7.654,11.777,10.87,11.93,12.27,12.12,11.975,2.298,10.814,7.576,8.53,1.782,5.605,4.031,6.62,13.14,7.376,3.848,10.905,5.018,8.012,7.725,11.798,12.875,4.232,-0.378,6.762,10.244,1.158,15.411,2.145,0.136,8.149,6.688,6.178,3.369,9.514,5.826,9.514,8.408,9.158,7.204,5.626,13.55,-0.808,7.315,3.996,10.001,7.879,-5.637,9.72,10.861,10.198,11.88,7.698,9.31,6.89,7.732,6.543,10.782,7.515,6.249,3.898,9.009,5.16,7.717,15.303,5.282,11.226,-1.204,9.845,9.716,2.73,9.625,13.669,3.755,3.256,8.927,10.733,9.131,3.48,6.126,13.036,5.006,3.186,10.785,6.846,8.053,7.004,5.397,10.996,4.128,10.641,13.143,1.617,6.216,5.437,-4.877,0.662,5.474,5.749,6.883,7.548,7.412,3.68,-2.167,7.501,7.288,3.879,1.632,2.927,9.965,-0.991,3.809,5.268,8.801,10.554,3.468,8.575,5.187,8.765,8.33,4.693,3.17,5.217,4.908,13.142,0.949,-3.551,7.683,9.358,1.833,10.679,6.803,8.184,5.11,-1.416,11.123,11.347,5.05,10.593,8.725,10.766,6.892,2.017,5.09,6.804,10.046,10.624,4.584,13.888,1.343,2.794,0.96,1.261,2.224,8.569,5.664,7.953,6.35,2.465,9.57,7.594,1.844,5.061,4.034,7.111,0.781,6.559,11.387,11.241,10.476,6.865,11.116,7.987,7.582,8.462,9.988,10.038,13.62,8.232,9.722,4.945,5.026,7.583,4.758,4.047,4.239,11.301,0.563,9.778,7.779,4.187,10.686,3.282,0.276,-4.072,7.168,7.226,-5.74,-0.441,4.434,8.727,7.463,8.017,8.233,9.52,-3.644,-2.421,5.451,9.777,13.476,7.656,2.529,9.448,12.632,6.426,8.196,1.864,2.71,5.213,-2.095,10.189,11.535,12.443,7.922,4.146,8.001,4.006,6.177,3.489,9.795,5.259,-1.973,6.125,8.53,11.842,6.422,9.039,9.143,9.42,0.954,5.6,1.568,-1.03,11.207,11.076,11.989,6.447,4.59,3.629,10.899,11.048,1.024,4.423,9.213,5.63,4.998,9.381,7.037,13.184,4.009,-2.342,12.735,4.957,5.854,6.394,2.327,3.778,8.662,11.047,4.428,10.162,4.069,9.284,1.545,9.028,6.762,2.316,1.635,3.213,4.216,-1.959,5.66,2.033,11.981,0.793,9.147,9.617,-1.914,2.76,10.995,7.915,1.414,4.021,9.337,8.516,-1.434,11.366,6.2,9.774,7.169,10.047,4.19,6.894,9.487,8.756,4.857,0.533,10.828,-0.942,12.308,7.376,4.465,4.147,1.754,5.288,6.317,5.578,11.336,10.897,8.494,6.792,6.261,3.872,3.002,4.038,8.775,2.096,14.846,1.1,6.35,-0.293,10.173,-1.965,3.256,2.425,7.633,6.007,4.44,-0.513,2.16,8.594,10.09,4.934,7.904,2.58,-0.466,3.167,7.778,9.182,7.195,12.035,6.839,-0.174,2.68,3.246,0.535,5.914,5.627,4.476,7.493,4.945,8.439,0.484,5.471,9.372,-1.118,9.278,14.269,7.675,6.602,5.918,6.231,9.088,5.08,4.984,9.725,0.531,6.735,1.784,4.96,0.558,2.516,4.793,1.753,5.512,0.255,4.354,9.283,13.474,3.135,8.321,0.756,2.939,7.531,3.561,7.309,11.864,5.107,5.263,8.651,1.894,2.407,-0.557,5.329,5.729,0.745,-1.033,1.445,5.595,5.238,5.121,4.022,5.179,5.729,4.214,9.025,3.485,3.696,6.049,4.272,1.064,0.787,12.075,1.002,7.228,8.977,5.928,3.939,6.655,1.758,5.026,-2.166,1.648,6.995,9.927,5.925,10.804,2.694,7.76,7.652,4.336,-0.53,4.52,7.38,8.916,5.666,0.56,9.882,3.116,-0.736,4.648,4.733,7.6,1.284,4.288,-2.593,4.994,6.547,1.716,3.439,8.315,8.895,-0.307,5.106,1.539,6.546,1.578,10.373,-1.654,9.905,8.532,-1.38,5.97,9.126,-1.612,3.469,3.406,5.842,12.623,1.905,6.152,7.622,4.594,9.833,9.206,0.504,-0.931,-2.916,2.354,6.908,10.176,6.487,6.627,-1.381,7.196,3.476,8.571,4.138,7.215,8.93,4.263,3.519,2.041,4.85,10.347,5.17,8.033,-3.4,4.731,5.215,3.397,4.465,2.584,8.005,12.291,6.896,2.314,0.025,5.254,9.254,-1.302,6.263,5.806,7.358,7.434,4.622,-2.173,1.826,3.395,-1.379,1.414,8.185,5.824,-4.913,1.776,-0.275,10.263,0.268,4.233,9.892,5.139,5.434,7.732,2.878,6.994,5.772,-1.763,6.341,8.908,-4.251,-1.112,1.339,5.821,3.315,5.651,6.957,6.183,0.032,2.055,3.852,1.773,5.615,10.395,1.962,3.554,-0.353,8.23,6.243,6.413,4.134,5.572,10.4,5.228,3.682,6.933,2.482,1.989,6.461,1.518,4.285,2.377,0.994,0.087,12.729,-1.684,6.71,2.072,-1.301,6.683,8.482,-1.547,5.847,12.582,0.348,0.83,3.956,6.501,4.737,2.474,3.915,1.567,3.406,2.838,1.302,7.782,-0.122,7.607,7.854,4.264,4.814,-0.291,4.835,4.36,2.483,6.553,8.26,2.476,12.373,0.946,3.546,4.374,6.221,4.811,6.711,4.282,0.562,2.325,4.897,0.626,1.133,8.455,-0.647,1.49,7.813,2.554,-3.236,3.126,6.3,0.818,3.508,-4.008,2.423,9.345,3.306,2.583,-0.482,1.877,-0.137,3.109,0.311,-4.574,5.726,6.43,1.405,-0.686,2.28,4.345,1.052,6.315,10.023,-3.135,4.183,5.252,4.13,4.189,8.929,0.118,4.222,1.236,9.195,0.548,-0.484,5.925,5.114,-0.093,-0.46,0.387,1.642,0.993,3.298,5.538,0.234,6.476,5.752,1.423,-1.631,-0.706,-1.427,1.128,1.885,1.464,5.238,0.008,5.4,1.939,6.143,2.164,0.73,2.746,1.165,2.674,2.074,4.169,2.706,3.663,-0.084,3.575,-1.129,2.931,0.038,-4.829,2.982,1.491,0.907,-0.269,3.173,0.374,1.979,11.718,9.314,2.709,3.924,3.717,3.471,2.71,0.762,-1.296,3.71,1.722,-1.788,0.024,0.003,-5.203,4.63,0.698,2.905,0.265,2.0,-2.024,-3.047,4.103,-1.269,-1.87,-1.001,1.642,1.804,-0.275,-0.269,-1.107,1.975,3.261,-0.273,1.349,1.042,-2.505,2.642,3.272,0.677,-0.927,-2.583,-0.891,-0.414,1.175,1.755,0.666,4.364,3.936,-1.099,-2.047,4.884,3.809,0.564,2.616,3.364,3.954,0.245,-2.528,0.205,0.67,1.619,4.088,-0.257,4.074,1.125,4.815,1.859,0.739,4.162,3.465,-0.388,4.924,-2.068,1.311,1.201,-0.017,4.512,0.702,0.699,2.751,-3.21,-1.457,3.846,0.109,1.22,2.626,1.844,4.004,0.115,4.227,-0.369,3.032,0.65,0.113,1.852,-1.618,4.52,1.583,1.923,1.98,-3.322,0.801,2.933,5.003,1.391,3.266,0.358,3.283,1.204,1.113,3.18,3.0,2.431,1.255,-0.266,2.524,-2.102,-2.048,-0.262,-4.031,1.161,-1.129,0.242,-1.483,1.379,0.308,0.358,5.841,4.093,-0.962,3.049,1.419,0.119,-1.576,2.048,5.199,3.276,-0.894,6.182,1.41,2.407,3.322,4.223,-0.322,3.475,-1.526,2.123,0.287,-0.848,0.625,-3.905,-1.046,1.454,2.686,0.442,5.376,5.107,3.849,0.532,3.566,2.895,1.485,5.25,1.91,3.096,4.133,-2.96,-1.143,-0.26,0.641,-1.621,-1.023,-0.1,-1.432,0.771,-2.796,1.245,1.315,-0.558,-1.43,2.794,2.184,1.251,2.481,4.087,0.774,-3.918,10.38,23.332,11.14,12.348,11.83,15.061,13.464],"base_top":[[248058,23.332],[40,19.839],[760,16.083],[27,15.545],[2665,15.411],[3928,15.303],[1919,15.266],[248068,15.061],[23841,14.846],[27775,14.269]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,24,18,16,21,15,29,198,27,15704,16874,62,16,62,18,24,29,198,1931,277,62,19,15,24,198,510,15704,29,198,27,15704,16874,62,17,62,18,23,29,198,15,22,15,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","9","3","1","6","0",">","\n","<","parameter","=p","_","1","_","3","9",">","\n","ced","ar","_","4","0","9","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","3","8",">","\n","0","7","0","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.9755,-0.7933,-0.3439,-0.2475,-1.4103,0.6182,0.0084,-0.1172,0.0235,-0.7839,0.1097],[-4.3762,0.5801,7.4725,15.0684,-1.0782,-1.7672,2.2644,-0.8585,0.1732,-0.6262,-0.3983],[-4.972,-1.1469,11.2794,17.9261,-1.5878,-0.856,0.3217,-0.3647,0.116,-0.9121,-0.0459],[-2.5295,-1.8752,10.7787,16.549,-1.7454,-1.0955,2.1425,-0.7615,0.101,-0.7994,0.1144],[-2.3728,-2.3136,10.3471,14.6856,-1.8278,-1.1921,-0.8809,-0.6544,0.3986,-1.1573,0.7687],[-1.4022,-3.1961,9.047,14.0361,-0.797,-0.5789,0.2996,-0.751,0.5844,-1.258,0.1153],[-2.8634,-1.9982,11.8386,21.3032,-1.8976,-0.1606,0.6228,-1.3071,0.1796,-1.5894,0.0806],[-1.6818,-2.26,15.8166,20.3051,-1.4253,-1.5543,-1.0741,-0.7708,0.0656,-1.6651,-0.3524],[-3.9521,-2.0654,12.6597,20.2839,0.1857,-2.8771,-0.3436,-1.2379,-0.0867,-1.4753,-0.4005],[-3.2921,-1.4278,12.1637,20.2427,-0.194,-1.6112,-0.2254,-1.2902,-0.1485,-1.4667,-0.4482],[-1.742,-1.9789,12.5847,19.7566,-0.7981,-2.3257,0.0358,-1.4946,-0.1639,-1.5416,-0.4797],[-2.5202,-0.5112,10.9346,19.9594,-1.0417,-1.3562,0.0509,-1.787,-0.131,-1.6982,-0.126],[-4.7044,-1.1958,10.2272,22.5039,-0.9345,-2.1272,1.3357,-0.7315,-0.1451,-1.1549,-0.1105],[-5.4231,0.181,10.0886,21.3198,-1.2186,-2.2427,2.1707,-0.001,-0.1733,-0.9556,-0.1905],[-5.0488,-0.2605,10.7424,18.0449,-1.5479,-1.4051,0.6103,-0.0509,-0.3199,-1.0186,-0.1298],[-1.2647,-1.3066,10.2923,17.9798,-2.2353,-1.4368,3.2683,-0.2419,-0.2036,-0.9848,-0.4837],[-1.9434,-1.8264,10.3781,20.5689,-2.4146,-1.3742,-0.9178,-0.698,-0.1722,-1.1169,0.0886],[-3.7275,-1.0855,10.6182,21.9474,-2.6393,-1.2794,0.4028,-0.9236,0.1268,-1.34,-0.2461],[-2.9213,-2.1612,14.9189,22.6354,-2.6221,-1.0963,-0.7313,-0.3291,0.0393,-1.4898,-0.5616],[-3.8858,-2.2158,10.8361,22.023,-2.9913,-1.9166,0.8834,-1.4214,-0.0545,-2.1193,-0.0558],[-3.4915,-3.3906,14.1883,21.1759,-2.9213,-2.5369,-0.3055,-0.7803,-0.0827,-1.8133,-0.5302],[-3.1752,-2.1616,12.0236,21.607,-0.6462,-2.2939,0.1361,-0.9423,-0.226,-1.5535,-0.2984],[-4.0996,-1.497,12.284,21.2749,-1.867,-2.6208,1.2981,-0.7333,-0.0521,-1.4454,0.0169],[-2.4696,-0.6831,16.1399,19.9882,-3.8534,-0.9287,2.1841,-0.2458,0.2737,-1.1751,-0.2522],[-0.2732,-0.4125,19.7348,15.851,-1.9006,-1.1487,-1.0302,-0.4672,0.1676,-1.244,-0.2401],[-2.8215,-1.9743,13.4234,20.4772,-1.3493,-0.6535,0.2252,-1.158,0.0588,-1.0001,0.0525],[-3.8135,-0.6744,13.0661,22.0102,-2.0812,0.0264,0.7465,-1.3445,0.1693,-1.5878,0.046],[-1.8622,-1.7114,17.2633,20.5525,-1.7764,0.1253,-1.0055,-0.4988,0.1499,-1.5348,-0.5278],[-3.0228,-1.3008,13.0544,20.7889,-1.1296,-1.3811,-1.7062,-1.2818,-0.2073,-1.6823,-0.3834],[-3.6715,-1.9413,13.6899,21.5601,-0.761,-2.0199,0.1417,-0.97,-0.0552,-1.4031,-0.3049],[-4.0478,-0.8893,11.6451,22.2675,-0.8795,-2.0157,1.0905,-0.7442,-0.0271,-1.4718,-0.0964],[-4.8943,-1.1135,12.5683,19.44,-1.9371,-1.1877,1.0359,-0.5126,0.0157,-1.2799,-0.5142],[-2.8168,0.2899,11.0358,15.7422,-1.9881,-1.1052,0.5997,-0.5188,-0.0016,-0.7494,-0.6012],[-5.2255,0.32,8.9586,21.6697,-1.1151,-3.3282,1.4143,-0.9552,0.1021,-1.282,-0.1658],[-2.9828,-0.5516,10.9343,21.4176,-1.4343,-0.1774,2.9327,-0.0648,-0.0956,-1.0208,-0.0297],[-4.8811,-0.3558,10.6481,18.7835,-1.6019,-0.7691,0.2994,-0.0727,-0.3536,-1.0258,-0.25],[-1.485,-0.8073,11.279,20.0787,-2.6477,-1.2889,2.772,-0.4637,-0.1518,-0.91,-0.4436],[-2.0366,-1.6388,9.4156,21.0176,-2.6464,-1.0505,-0.6926,-0.64,-0.0941,-1.2246,0.0431],[-3.6429,-0.8119,10.6396,21.6753,-2.8296,-1.5058,0.5306,-0.935,0.1807,-1.307,-0.1518],[-3.1013,-2.3547,14.6983,22.1202,-2.541,-1.152,-0.377,-0.4949,0.1279,-1.4425,-0.6517],[-4.3063,-2.0663,10.8326,22.6635,-2.3787,-1.8378,1.0713,-1.4999,0.0226,-2.0767,-0.0792],[-3.7913,-3.057,14.0426,20.8523,-2.898,-3.1152,-0.1276,-0.9195,-0.1827,-1.6733,-0.6281],[-2.3101,-1.697,10.8399,20.7781,-0.5543,-0.7262,0.8899,-1.2719,-0.0995,-1.6919,-0.2243],[-4.603,-1.3701,10.8515,22.0042,-1.6628,-1.9107,0.6499,-0.7348,-0.0309,-1.4887,0.0042],[-3.4564,-0.4554,12.9125,20.7129,-2.9732,-0.5437,2.2134,-0.2935,0.0755,-1.057,-0.0468],[-2.1476,-0.5447,16.7191,17.8583,-1.6964,-0.5225,-0.9816,-0.3179,-0.1972,-1.1825,-0.1759],[-2.7074,-1.0502,13.484,20.8527,-0.0151,-1.0346,-0.4129,-0.8197,-0.0177,-1.3446,-0.5784],[-2.6183,-0.6557,13.0492,22.2738,-0.1946,-1.2832,-0.6785,-0.9305,-0.0434,-1.5489,-0.2961],[-3.7541,-1.0885,10.7312,20.8974,-0.4154,-2.1277,1.1424,-0.2421,-0.0311,-1.3737,0.0198],[-4.6133,-1.6007,11.5027,19.1553,-1.5073,-0.4438,0.8627,-0.261,0.1192,-1.2441,-0.4678],[-3.1049,0.2713,11.1752,17.4705,-1.4866,-0.7562,1.1544,-0.4878,0.1544,-0.5153,-0.5834],[-3.601,0.2392,8.1562,20.244,-1.1116,-2.292,0.934,-0.7517,0.1744,-1.0339,-0.0974],[-3.0116,-1.3429,9.3224,20.096,0.1979,-0.3824,2.3762,-0.1022,-0.1458,-1.1731,-0.0374],[-3.755,0.1679,8.867,15.8681,-0.8341,-0.8297,0.1265,-0.6826,-0.1841,-1.147,-0.3579],[-1.0384,-1.1788,10.0241,17.2307,-2.9159,-0.995,2.6281,-0.298,-0.1691,-0.7271,-0.4058],[-2.0667,-1.8353,9.5258,20.8682,-2.2761,-1.8118,-1.4182,-0.6112,-0.1856,-1.1525,-0.0193],[-2.2249,-0.0336,10.2939,19.9645,-1.5699,-3.0926,-0.5625,-0.6774,-0.0572,-1.3605,-0.1382],[-4.0931,-1.5095,10.8541,21.4658,-0.6061,-1.958,-1.023,-0.855,-0.1914,-1.6623,-0.0227],[-2.8148,-0.8183,12.6572,20.0424,-2.2837,-1.7563,1.037,-0.2653,-0.1717,-1.3735,-0.0725],[-1.2817,-0.7646,16.0786,16.5423,-0.9497,-1.9669,-1.2984,-0.5731,-0.17,-1.5057,-0.0724],[-4.1088,-0.7921,10.1725,22.1272,-1.05,-1.7941,1.2736,-0.502,-0.0154,-1.6154,-0.1864],[-4.5963,-1.116,12.1778,18.7488,-1.8952,-0.779,0.8724,-0.5108,0.2343,-1.2099,-0.6707],[-2.9984,-0.1007,11.529,16.7688,-1.75,-0.7401,1.3502,-0.6925,0.1443,-0.6065,-0.7004],[-4.3215,0.1154,7.8516,19.1663,-0.5742,-2.2217,0.4662,-0.7111,0.3551,-1.1298,-0.064],[-4.386,-1.1626,9.5329,20.7698,-1.1488,-1.324,2.5008,-0.0447,0.1523,-0.9626,-0.2022],[-5.7483,-0.1057,10.9988,17.9458,-0.9048,-0.7989,-0.2274,-0.429,0.0316,-0.8699,-0.1473],[-3.8067,0.0906,9.2833,16.0887,-1.9193,-0.2912,-0.0341,-0.7778,0.1604,-0.8035,-0.2457],[-4.8531,-0.2751,5.7596,13.3137,-0.5525,-1.6594,2.1374,-1.2883,0.252,-0.8417,-0.0783],[-4.2691,-2.9211,9.4901,17.5213,-0.7743,-0.8088,2.7857,0.1211,0.1684,-0.5669,-0.0236],[-5.0277,-0.5545,7.9767,12.3849,-1.8143,-1.4717,-0.1011,-0.7685,-0.1511,-1.0334,0.031],[-3.5156,-0.8428,8.8051,13.555,-2.1087,-0.7119,-1.6005,-1.05,-0.1387,-1.5613,0.103]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_93160>\n<parameter=p_1_39>\ncedar_409\n</parameter>\n<parameter=p_2_38>\n070\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=fx_93160>\n<parameter=p_1_39>\ncedar_409\n</parameter>\n<parameter=p_2_38>\n070\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=fx_93160>\n<parameter=p_1_39>\ncedar_409\n</parameter>\n<parameter=p_2_38>\n070\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_93160>\n<parameter=p_1_39>\ncedar_409\n</parameter>\n<parameter=p_2_38>\n070\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0286","set":"selection","cohort":"no_tool","family":"subscription","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_844, reference 020. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to stop receiving events on a topic. Do not access or change stored data.\nSubscriber identifier: \"cedar_997\". Topic identifier: \"maple_986\".","tools":[{"function":{"description":"Start receiving events on a topic. Inert synthetic operation.","name":"fx_70054","parameters":{"additionalProperties":false,"properties":{"p_1_11":{"description":"Subscriber identifier","type":"string"},"p_2_63":{"description":"Topic identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_11","p_2_63"],"type":"object"}},"type":"function"},{"function":{"description":"Stop receiving events on a topic. Inert synthetic operation.","name":"fx_92613","parameters":{"additionalProperties":false,"properties":{"p_1_11":{"description":"Subscriber identifier","type":"string"},"p_2_63":{"description":"Topic identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_11","p_2_63"],"type":"object"}},"type":"function"}],"prompt_tokens":660,"decision":{"rms":0.37242915676440846,"sumsq":142.03133625164628,"hb":[-0.08856,-0.09694,-1.35518,0.03985,-0.83237,0.0045,-0.39223],"lse":21.251859382116436,"logits":[14.031,14.24,12.997,13.367,13.528,12.867,10.019,10.918,11.583,12.114,10.698,14.508,12.376,8.813,14.363,10.209,7.945,11.645,8.581,10.66,19.718,8.123,10.218,14.071,12.612,11.087,8.372,9.268,11.784,7.795,7.549,13.744,14.359,8.622,11.846,11.604,9.738,11.42,6.164,7.039,11.751,6.581,7.419,10.703,12.069,6.438,4.558,10.481,6.833,14.683,4.538,7.434,8.245,8.031,7.079,6.162,8.906,10.328,10.816,5.606,7.984,14.646,2.405,6.724,7.797,10.296,5.598,11.399,0.951,17.17,9.152,8.841,6.906,0.335,12.762,2.018,8.984,7.377,10.225,12.489,9.333,8.533,9.46,10.617,11.015,6.996,7.017,2.335,10.857,11.127,-0.962,6.71,19.239,9.962,5.99,7.541,13.328,-4.957,1.833,2.749,7.478,8.778,2.416,9.381,1.123,13.844,11.332,4.387,5.425,9.958,5.777,8.917,7.216,6.773,8.538,12.86,17.181,7.97,9.598,11.309,13.077,12.016,13.264,14.324,15.76,12.271,2.794,11.025,6.959,9.468,2.186,9.089,2.661,9.295,9.343,9.124,6.378,12.949,4.168,8.929,7.733,15.575,14.132,5.574,0.291,9.67,13.877,-3.115,17.152,1.036,-2.65,9.816,5.725,7.361,4.18,11.178,8.534,9.259,8.602,8.874,9.116,5.876,12.172,-1.162,7.097,2.407,12.075,8.505,-5.603,11.708,11.732,12.109,13.102,8.763,7.273,8.353,10.619,7.126,12.79,6.564,7.158,3.514,7.672,2.049,7.351,14.179,7.418,10.442,0.789,10.32,12.011,2.688,14.598,13.41,5.203,7.326,10.092,14.864,9.123,2.212,7.159,11.922,6.148,0.046,12.148,10.148,12.085,8.54,2.982,11.081,7.839,14.998,15.33,1.533,8.343,3.108,-2.21,4.042,2.25,1.423,11.046,5.977,9.935,0.868,-0.94,7.94,9.181,3.841,2.016,3.771,10.727,-0.553,0.939,6.472,11.095,9.198,6.201,9.89,5.7,10.429,4.165,3.04,4.946,3.307,4.817,12.846,-1.984,-1.023,9.543,8.762,0.129,10.274,10.173,9.232,5.165,-0.483,11.374,12.229,8.151,12.057,10.485,11.659,6.414,0.325,3.616,9.533,7.744,11.671,5.2,14.702,-0.452,2.426,0.523,1.483,2.846,11.137,8.48,6.261,7.03,1.526,13.815,10.181,1.446,6.601,6.286,11.168,-0.706,9.311,11.371,12.46,15.853,5.533,13.496,10.114,8.69,7.708,10.101,11.213,13.534,6.166,12.687,6.851,5.157,10.512,6.727,5.613,7.961,17.555,-1.287,9.942,9.906,6.239,15.332,4.308,-1.504,-1.05,8.767,6.862,-4.11,-0.114,4.086,8.102,7.778,6.959,6.459,11.77,-2.742,-3.561,8.457,11.784,15.569,7.062,2.621,12.204,13.159,4.899,11.063,1.948,2.511,6.694,-1.176,7.448,12.429,12.169,6.299,7.98,7.163,4.543,5.842,4.323,12.12,5.629,-1.575,4.267,6.083,12.318,7.448,11.441,8.355,8.784,2.291,4.985,-0.74,-0.664,13.659,12.058,10.025,5.477,2.895,2.935,12.156,11.045,-0.318,6.97,10.834,4.927,6.493,10.246,8.787,16.531,2.485,-2.609,13.439,3.373,7.419,4.678,1.013,3.524,9.445,12.451,3.559,12.062,6.722,12.638,2.737,11.014,5.691,4.258,0.571,3.958,5.973,-3.196,4.454,3.721,10.886,-0.207,10.279,12.5,-1.705,2.158,10.287,7.205,3.418,5.028,11.076,9.8,-0.84,9.792,6.274,11.944,6.288,8.926,3.75,5.358,7.355,8.104,3.004,1.569,12.894,-2.598,11.874,7.357,5.266,5.905,-0.152,6.436,6.367,5.906,12.412,13.353,7.951,9.873,6.574,6.099,0.023,5.223,10.591,3.384,13.053,1.594,7.795,2.342,10.932,-1.005,3.145,0.292,8.472,6.062,7.105,0.047,0.673,11.913,10.2,5.921,8.646,2.045,-0.809,4.406,8.188,8.149,6.774,13.764,7.802,-1.953,2.102,2.229,0.326,6.934,6.505,2.04,10.529,6.466,11.347,0.885,6.271,12.111,-0.711,10.411,15.204,9.359,5.382,7.933,6.161,9.344,6.441,5.358,12.121,-0.068,7.721,2.59,6.761,3.434,4.406,5.907,1.257,6.182,-1.248,4.511,9.836,14.601,4.338,9.537,1.536,4.939,10.612,2.259,10.757,13.293,8.627,6.178,7.879,0.701,0.194,0.026,6.073,7.507,4.134,-1.709,2.127,7.11,4.232,7.205,4.83,2.351,6.05,5.373,7.949,2.518,5.035,6.903,6.379,4.254,-2.193,10.798,-1.246,8.798,12.847,9.814,3.864,4.46,0.009,6.122,1.028,0.854,9.753,10.537,6.276,11.93,3.21,7.156,7.271,2.289,-2.619,5.515,10.162,10.1,6.528,2.54,10.918,5.441,-1.032,2.758,8.011,10.272,1.558,5.181,-1.854,7.355,7.089,1.528,2.5,7.688,10.198,1.264,6.21,2.903,6.582,0.827,7.95,0.018,11.208,10.532,-3.625,3.911,9.776,0.123,3.444,2.314,7.927,12.266,3.606,7.213,8.73,4.44,11.312,9.22,0.854,-4.046,-3.502,2.557,9.668,17.508,6.994,7.864,-2.688,4.56,3.333,8.89,6.59,8.698,9.732,6.152,4.452,1.684,5.174,10.615,7.192,9.877,-3.648,3.474,3.966,1.222,3.888,2.12,6.841,13.898,7.995,0.919,-0.586,8.039,9.25,0.331,5.286,7.1,6.489,8.03,5.108,-4.316,6.622,4.689,-0.26,3.377,11.124,9.561,-0.758,0.818,3.37,11.695,-0.57,6.664,10.648,4.922,5.977,11.731,3.511,5.874,7.11,-0.66,5.688,13.159,-3.552,1.25,4.363,7.171,1.823,4.444,7.118,2.689,0.244,2.317,3.331,1.8,6.762,8.472,0.696,2.611,1.292,8.893,7.151,7.576,4.244,13.396,14.935,8.638,3.869,6.998,1.776,1.981,9.453,1.229,7.036,1.845,1.655,-0.271,10.04,-2.389,8.933,2.859,0.675,5.605,15.653,-0.16,8.379,12.23,2.225,0.869,7.667,6.337,0.948,4.857,4.329,1.637,4.519,1.946,2.439,7.546,-1.749,8.137,6.559,4.542,4.8,1.761,4.963,8.924,2.766,6.977,9.293,1.265,10.767,4.499,3.683,5.958,5.346,3.527,9.113,0.901,4.165,2.556,7.325,2.246,2.508,12.452,2.322,3.109,7.699,1.86,-4.681,1.821,11.229,0.967,4.585,-2.049,1.896,8.872,2.666,-0.18,-0.79,2.547,-3.048,2.815,2.418,-4.836,6.512,10.686,1.804,-0.191,5.641,6.301,2.478,7.479,11.652,-3.877,4.769,7.312,2.171,6.338,9.598,-2.283,5.006,-0.136,10.725,2.384,-0.045,3.84,2.889,-0.359,-0.969,-0.063,1.547,1.043,4.512,6.043,0.162,5.747,4.752,1.848,-3.139,-1.694,-1.188,-0.815,1.937,2.061,8.322,1.841,4.014,4.318,6.171,3.82,1.794,1.761,0.489,1.557,1.002,5.62,1.57,3.554,-2.528,3.449,2.206,3.792,-1.403,-5.221,1.742,3.073,0.195,-0.503,2.302,-2.29,0.006,9.56,8.475,1.81,1.194,2.792,6.013,3.284,0.439,-1.238,2.904,1.809,-1.144,2.991,1.758,-5.005,2.486,-1.544,2.854,1.082,1.839,-1.618,-2.656,2.434,-0.778,-0.969,-1.721,0.613,0.703,-1.866,-1.294,-3.114,1.653,0.646,-0.9,2.151,2.069,-2.775,0.048,3.578,1.775,-1.1,-1.07,-1.151,1.751,-0.409,1.065,-0.111,3.233,2.647,-1.152,-3.396,4.844,3.084,2.001,0.542,2.974,3.126,-0.107,-0.78,0.105,-0.511,-1.739,3.049,-0.608,4.768,-0.285,5.312,0.527,2.216,3.949,2.628,0.332,3.096,-1.423,0.479,-0.829,0.492,0.105,-0.257,0.717,1.898,-2.73,-5.021,5.489,0.435,0.244,2.293,1.578,3.034,-0.551,3.411,0.19,0.704,-1.255,-1.056,1.854,-2.864,5.012,-0.49,2.187,1.076,-1.474,-1.414,3.464,3.392,1.647,0.531,1.126,0.597,0.096,1.74,2.021,-1.902,3.711,0.803,0.701,2.257,-1.308,-2.397,-0.947,0.033,3.589,-1.288,0.522,0.983,2.324,1.311,1.954,2.952,2.973,-2.204,-0.166,1.461,-0.27,0.774,1.096,3.79,-0.279,0.333,7.206,0.644,2.125,2.508,6.011,-1.131,2.664,-1.528,1.727,-1.131,-0.676,-0.716,-2.754,-2.946,2.071,3.703,0.463,3.57,3.442,3.529,0.511,1.541,2.54,0.438,4.854,0.844,2.542,2.169,-2.732,1.135,-0.598,-0.083,-1.108,-1.331,-0.444,0.297,2.518,-3.712,2.453,2.417,-1.297,-1.214,4.025,1.591,1.91,1.378,3.847,0.867,-2.025,6.557,20.423,7.276,8.904,8.571,15.839,11.319],"base_top":[[248058,20.423],[40,19.718],[1206,19.239],[10358,17.555],[48964,17.508],[1919,17.181],[760,17.17],[2665,17.152],[15771,16.531],[9215,15.853]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,24,17,21,16,18,29,198,27,15704,16874,62,16,62,16,16,29,198,1931,277,62,24,24,22,198,510,15704,29,198,27,15704,16874,62,17,62,21,18,29,198,2117,273,62,24,23,21,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","9","2","6","1","3",">","\n","<","parameter","=p","_","1","_","1","1",">","\n","ced","ar","_","9","9","7","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","6","3",">","\n","map","le","_","9","8","6","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.6882,-1.6503,-0.5381,-0.132,-1.7838,0.652,0.7379,0.0314,0.0035,-0.9758,-0.2086],[-3.9917,0.4238,7.0992,14.5788,-1.2454,-1.6114,2.3967,-0.8444,0.2475,-0.6233,-0.4064],[-4.8469,-1.5681,10.9603,18.2253,-1.3236,-0.6066,0.2814,-0.1392,0.145,-0.7063,-0.2006],[-2.2209,-1.8416,10.5497,16.446,-1.5523,-0.736,1.8709,-0.6294,0.1336,-0.6713,-0.0379],[-2.1539,-2.7131,10.5349,16.1509,-2.0466,-1.0492,-1.3269,-0.5509,0.3868,-1.0827,0.6443],[-1.1413,-3.3682,9.3849,15.263,-0.8655,-0.4305,0.4884,-0.7342,0.5158,-1.2761,0.0634],[-2.063,-1.3965,12.0447,20.8453,-1.4745,0.7495,0.1865,-1.2561,0.3081,-1.4969,0.0543],[-1.4381,-1.5911,15.4995,19.8467,-0.6603,-0.9484,-0.6182,-0.6429,0.1638,-1.4454,-0.407],[-3.2988,-1.4248,13.7036,21.3309,-0.5302,-1.99,-1.2491,-1.1979,0.1936,-1.0769,-0.5422],[-3.5981,-1.6835,13.4817,21.6108,-0.3966,-2.5055,-0.3076,-1.3729,-0.1227,-1.393,-0.5968],[-3.4202,-2.9197,11.9945,18.9852,-0.421,-1.4061,-1.3442,-1.4496,-0.0197,-1.1985,-0.2303],[-4.5471,-1.5673,10.6451,20.9405,-0.5833,-2.5079,0.174,-1.6804,0.1239,-1.5507,-0.2868],[-4.7234,-1.221,10.3953,22.5774,-1.1432,-1.9087,0.9569,-0.6609,-0.0252,-1.0648,-0.0294],[-5.2614,-0.4399,10.2215,21.2752,-1.3925,-1.8586,2.1465,0.1179,-0.2087,-0.8614,-0.3792],[-5.2172,-0.8316,10.74,18.261,-1.4442,-1.3347,0.3755,-0.1072,-0.2508,-1.0256,-0.2972],[-1.6164,-1.2714,10.3748,18.2181,-2.4303,-1.381,3.3871,-0.2374,-0.2536,-0.9855,-0.5169],[-2.3179,-1.9195,10.1852,20.5579,-2.7409,-1.3148,-0.8013,-0.5451,-0.1769,-1.0791,0.1238],[-3.6623,-1.0223,10.4282,21.8115,-2.6402,-1.3963,0.7528,-0.811,0.1085,-1.2758,-0.2727],[-2.9817,-2.1152,14.5825,22.8687,-2.5803,-1.3308,-0.405,-0.3145,0.0642,-1.4518,-0.6551],[-4.611,-1.9074,11.4919,22.8503,-2.7394,-1.0979,0.4976,-1.2067,-0.0683,-2.0569,-0.2087],[-4.2769,-2.6005,14.6598,21.872,-1.8081,-1.2141,0.0568,-0.4822,-0.0826,-1.5654,-0.6646],[-3.715,-1.6684,12.0775,22.3642,-0.8988,-2.1156,0.5506,-0.8777,0.0061,-1.7744,-0.2886],[-4.4935,-1.8571,11.9604,21.1706,-1.5247,-3.0597,1.3859,-0.5612,-0.0565,-1.38,-0.0165],[-2.9771,-1.5166,16.0902,19.2406,-3.8397,-1.3494,1.8989,-0.0871,0.3167,-1.1032,-0.2545],[-0.6888,-1.2044,20.0622,15.4747,-1.9372,-1.6347,-1.1245,-0.3824,0.1303,-1.2865,-0.2395],[-2.5466,-2.7287,13.6728,20.9168,-1.4227,-0.7795,0.3554,-1.1046,0.0143,-1.023,-0.0342],[-4.242,-1.1906,13.0777,22.8203,-2.3153,-0.5602,1.2367,-1.3508,0.0808,-1.5147,-0.0466],[-2.9889,-2.5249,16.4946,21.2971,-2.3161,-1.5565,-0.6893,-0.351,-0.148,-1.3438,-0.7138],[-3.1286,-3.2406,13.6899,20.2343,-1.0161,-2.2084,-1.0875,-0.9794,-0.1924,-1.2055,-0.332],[-3.261,-1.5915,12.7667,21.9447,-0.6225,-1.1106,0.254,-1.1911,0.0586,-1.4384,-0.6165],[-3.7305,-1.1559,11.8383,22.2361,-1.2469,-2.2263,1.0562,-0.6339,-0.0542,-1.5005,-0.2689],[-4.3321,-1.302,12.5973,19.4453,-1.9474,-1.7388,0.6653,-0.6219,0.0291,-1.4057,-0.6291],[-2.9124,0.0591,11.2749,16.8435,-2.292,-1.2531,0.6127,-0.4358,-0.0095,-0.8266,-0.6477],[-5.3348,0.3457,9.2299,21.6911,-0.7827,-3.2087,1.275,-0.9905,0.1377,-1.3307,-0.1239],[-3.4462,-1.4894,10.334,20.4779,-0.779,-0.5446,3.4894,-0.0719,0.0705,-0.9568,0.0857],[-4.9403,-0.1446,10.7476,18.9509,-1.4639,-0.9325,0.3566,-0.2032,-0.3034,-1.0174,-0.263],[-1.7739,-0.7084,10.9612,19.4771,-2.5714,-0.8772,2.7482,-0.5322,-0.1122,-0.8891,-0.5035],[-2.5201,-1.7098,9.4041,21.4725,-2.7184,-1.1012,-0.5503,-0.6646,-0.0722,-1.2089,0.0405],[-3.8602,-1.0539,10.4555,21.732,-2.7514,-1.1564,0.9332,-0.9955,0.2332,-1.3613,-0.1659],[-3.5835,-2.3125,14.3729,22.4459,-2.5125,-0.9111,0.1417,-0.5266,0.1867,-1.3975,-0.6923],[-3.8325,-1.8919,11.1031,22.3927,-2.1992,-1.4292,1.2427,-1.3882,0.1184,-1.9433,-0.1249],[-3.0606,-2.5569,14.9234,21.614,-2.6116,-1.9237,-0.3214,-0.7926,0.0249,-1.4324,-0.5408],[-4.2908,-2.0031,10.8291,21.0401,-1.4537,-2.5146,0.972,-1.2038,0.021,-1.7004,-0.2469],[-4.7756,-1.6958,12.9517,21.9967,-1.8999,-2.1033,1.4491,-0.6372,0.0438,-1.4209,0.0305],[-3.7377,-1.4809,14.8741,19.9626,-3.3835,-0.6466,2.9667,-0.1756,0.1405,-1.2106,0.0478],[-2.3045,-1.7867,19.4153,16.4926,-1.9172,-1.137,0.5033,-0.615,0.024,-1.3249,0.1133],[-2.9095,-1.3467,13.4316,20.5199,-0.3483,-0.343,-0.1161,-1.2209,0.0922,-1.4951,0.0796],[-4.4641,-1.5093,12.8994,23.0951,-2.2882,-0.3675,1.3452,-1.2262,0.0167,-1.415,-0.0648],[-2.9953,-2.6231,15.9372,21.3882,-1.9379,-1.5901,0.2804,-0.5804,-0.0829,-1.4393,-0.557],[-3.2636,-1.9095,12.8895,20.2708,0.1506,-1.3921,-0.7046,-0.9324,-0.1118,-1.2481,-0.4801],[-2.8375,-1.4843,12.8741,22.8252,-1.2348,-2.437,1.0718,-1.2507,0.1859,-1.1955,-0.3944],[-3.6827,-1.7143,11.1538,22.9269,-1.0033,-1.9866,1.258,-0.5291,0.0363,-1.4625,-0.2207],[-3.9967,-1.5938,12.1636,19.7237,-1.823,-0.7423,1.043,-0.4145,0.1156,-1.242,-0.6054],[-2.7141,0.3405,11.5621,17.2234,-1.8749,-0.7592,0.7984,-0.5319,0.0424,-0.6153,-0.6071],[-3.3997,0.1277,8.3737,20.3845,-1.2122,-2.2873,0.8904,-0.8292,0.1934,-1.0684,-0.1345],[-2.6767,-1.5128,9.8737,20.6735,0.1391,-0.2273,2.5221,-0.1034,-0.1182,-1.1096,-0.2172],[-2.8737,0.4441,8.8997,15.9888,-0.7938,-0.5786,-0.093,-0.678,-0.0662,-1.1731,-0.4113],[-0.7362,-0.8265,10.0984,17.2064,-3.0966,-1.1897,2.6137,-0.2882,-0.1372,-0.6875,-0.4723],[-2.1611,-1.8138,9.7709,20.7301,-2.42,-1.838,-1.1422,-0.6694,-0.1683,-1.1085,-0.0606],[-2.1434,-0.0097,10.362,20.072,-1.5729,-3.0041,-0.489,-0.6453,-0.0113,-1.2935,-0.1728],[-4.1591,-1.5393,10.6416,22.0784,-0.7073,-2.2149,-0.497,-0.8875,-0.0754,-1.6275,-0.1797],[-2.6935,-0.9293,12.9593,20.276,-2.1447,-1.8104,0.7469,-0.1056,-0.1224,-1.3341,-0.0881],[-0.9363,-0.9106,16.2596,17.4759,-0.9342,-1.9018,-1.3321,-0.5285,-0.1133,-1.4267,-0.1437],[-3.5409,-0.777,10.3818,22.2676,-1.2598,-1.7187,1.0675,-0.3914,0.0866,-1.4454,-0.2157],[-4.075,-1.1742,12.0999,18.492,-1.9887,-0.7876,0.8237,-0.5087,0.2553,-1.1579,-0.7043],[-2.7115,-0.1134,11.5731,16.9422,-1.7923,-0.7506,1.0501,-0.6924,0.1736,-0.641,-0.7213],[-3.8994,0.0505,8.1177,19.2242,-0.6262,-2.0459,0.5828,-0.756,0.3946,-1.1415,-0.0683],[-3.3679,-2.0532,9.2455,20.4708,-1.4418,-0.8737,2.5738,-0.2453,0.2813,-0.8814,-0.4542],[-5.0761,0.148,11.3489,18.3206,-1.211,-0.6523,-0.286,-0.4472,0.0422,-0.9477,-0.2245],[-3.5811,-0.3885,10.4622,17.7116,-1.6363,-0.4412,-0.3533,-0.7889,0.2358,-0.9155,-0.2697],[-4.6107,-0.5097,5.4762,13.3184,-0.5753,-1.8308,2.3042,-1.2518,0.3285,-0.8205,-0.1533],[-3.5691,-3.1127,9.4353,18.4242,-0.5044,-0.4676,3.1291,-0.1213,0.1605,-0.7463,-0.1719],[-4.5676,-0.4146,7.8702,12.4949,-1.6338,-1.6372,0.2141,-0.76,-0.1281,-1.1461,0.0834],[-3.0698,-0.6593,10.1339,13.9158,-2.1236,-0.5319,-1.6675,-0.8882,-0.0638,-1.5947,0.061]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_92613>\n<parameter=p_1_11>\ncedar_997\n</parameter>\n<parameter=p_2_63>\nmaple_986\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":74,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"selection-611402-0145","set":"selection","cohort":"valid_call","family":"job_priority","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> increase_priority {\"amount\": 67, \"job\": \"birch_533\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please increase a job priority by a numeric amount.\nPriority adjustment: 67. Job identifier: \"birch_533\".\nUnrelated archived note: cedar_315, reference 018. These are not inputs to this request.","tools":[{"function":{"description":"Decrease a job priority by a numeric amount. Inert synthetic operation.","name":"decrease_priority","parameters":{"additionalProperties":false,"properties":{"amount":{"description":"Priority adjustment","type":"integer"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"job":{"description":"Job identifier","type":"string"}},"required":["job","amount"],"type":"object"}},"type":"function"},{"function":{"description":"Increase a job priority by a numeric amount. Inert synthetic operation.","name":"increase_priority","parameters":{"additionalProperties":false,"properties":{"amount":{"description":"Priority adjustment","type":"integer"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"job":{"description":"Job identifier","type":"string"}},"required":["job","amount"],"type":"object"}},"type":"function"}],"prompt_tokens":589,"decision":{"rms":0.37481978473344785,"sumsq":143.86060393229127,"hb":[-0.02911,0.0164,-2.16253,0.20605,-1.65695,0.09282,-0.56796],"lse":24.313041878097703,"logits":[12.704,12.391,11.05,12.836,11.504,10.544,8.13,7.728,11.584,11.87,11.999,16.431,11.143,11.174,12.209,9.709,8.634,9.157,11.565,9.641,19.919,9.798,9.818,12.278,11.666,12.963,9.808,8.222,11.852,9.344,8.992,13.195,13.856,8.772,11.302,9.58,9.917,11.733,9.326,10.197,11.877,10.051,7.268,10.7,3.535,6.071,1.372,12.227,5.591,13.088,6.194,9.526,8.152,6.943,9.224,6.539,9.005,12.69,9.963,6.596,7.268,13.84,5.682,8.287,9.899,11.513,4.677,8.189,2.545,16.93,6.476,6.243,8.403,-0.992,6.54,2.98,8.187,4.45,7.304,9.236,9.41,10.096,6.266,7.394,10.041,5.159,7.021,4.524,8.216,11.58,0.614,4.128,15.256,12.07,2.223,6.84,11.786,-3.259,3.993,3.193,7.264,6.913,0.354,5.934,-0.409,12.26,9.467,4.655,8.72,10.712,6.756,10.273,4.439,6.976,6.31,10.38,14.776,5.515,6.097,8.217,11.301,9.743,12.237,12.669,11.815,11.935,2.791,10.954,9.714,6.87,0.689,6.242,3.712,6.125,12.484,6.247,1.861,12.174,5.195,8.743,7.964,12.822,11.796,4.162,-1.442,6.374,10.287,0.327,15.567,2.395,0.197,9.798,5.316,6.166,4.145,9.789,6.135,7.535,7.75,8.335,7.071,4.178,8.998,-2.209,8.263,4.331,7.955,3.984,-6.407,8.521,10.243,10.354,12.373,4.415,7.927,5.177,5.633,5.069,10.809,6.36,6.722,3.202,4.138,6.608,8.29,15.705,7.119,10.95,-2.808,9.081,8.607,2.462,10.037,11.157,5.356,3.485,9.067,9.418,9.095,1.974,5.232,11.819,6.384,4.619,11.676,6.004,8.796,5.596,4.451,10.209,2.176,11.181,14.743,3.281,6.291,3.478,-5.97,0.778,4.435,3.96,6.573,7.27,7.212,3.235,-0.9,4.944,6.39,4.507,0.229,3.07,9.6,-1.263,2.208,5.332,7.574,10.456,1.621,8.324,5.524,7.098,5.966,3.328,1.586,4.172,4.665,12.08,1.143,-4.877,6.008,9.508,0.373,10.973,7.869,6.892,5.325,-2.454,11.894,11.54,5.991,10.478,6.065,9.994,5.836,2.305,5.621,4.51,2.721,9.965,5.565,12.023,0.476,1.742,2.678,0.295,1.313,6.08,8.511,5.287,5.297,0.724,9.039,10.428,0.385,4.39,4.934,8.805,-3.201,6.43,12.819,10.018,6.957,5.396,11.016,5.892,7.807,7.584,8.541,9.859,12.261,8.086,10.32,5.358,5.944,7.789,6.582,3.647,3.088,8.837,1.075,9.712,6.445,2.686,11.474,5.624,-1.192,-3.901,8.166,6.406,-5.115,-1.318,3.65,12.6,7.217,6.148,6.979,8.171,-2.959,-2.43,6.375,7.554,13.523,8.793,1.529,7.868,12.913,7.348,10.142,3.12,1.903,5.743,-2.08,10.132,12.347,11.36,8.644,2.223,8.161,3.17,7.629,0.955,8.677,5.271,-0.45,6.543,9.35,11.571,9.114,10.207,9.385,9.81,0.224,4.701,-0.012,0.414,11.646,10.367,11.842,3.167,3.193,4.955,10.723,9.613,1.597,5.384,9.849,5.188,4.56,9.773,7.901,13.039,5.178,-1.551,12.996,3.071,9.138,5.669,2.473,4.116,9.301,11.415,2.312,10.919,3.417,10.154,-0.436,8.394,8.073,2.989,1.129,-0.208,4.326,-3.492,5.427,2.28,10.606,0.879,8.366,11.363,-1.911,1.249,11.076,6.47,-0.34,6.701,8.601,8.824,-2.353,10.898,5.417,8.613,14.498,10.792,2.998,7.204,3.914,9.707,5.747,2.009,10.962,-2.015,10.883,10.157,3.895,4.34,2.892,3.479,7.308,5.358,12.08,11.517,8.27,4.517,6.644,5.379,1.485,1.878,10.676,1.597,12.194,1.104,6.302,0.06,10.836,-3.031,3.877,3.011,8.683,5.917,3.749,0.835,0.862,9.026,10.051,5.976,6.301,1.733,0.535,2.505,7.75,7.8,5.326,11.719,5.995,-0.401,1.381,1.787,1.934,5.371,3.634,2.474,6.431,6.964,9.424,0.012,5.404,8.894,-1.059,6.096,14.044,7.611,5.84,5.124,5.265,8.066,5.413,6.656,9.988,0.641,7.794,3.016,4.421,1.139,2.651,5.166,-0.881,5.883,0.352,7.052,12.29,14.047,2.858,9.299,-1.899,2.745,7.891,3.457,6.77,13.402,2.933,7.742,9.285,1.39,3.318,-2.673,6.077,5.476,0.986,-1.825,0.973,6.62,6.514,5.342,4.365,5.268,3.306,6.592,6.275,3.607,3.377,3.847,3.212,0.313,4.087,10.395,1.07,3.742,8.75,5.305,6.634,6.254,2.988,6.055,-1.889,1.987,7.953,10.767,4.924,11.545,1.301,7.183,7.566,2.013,-0.976,1.534,9.056,10.731,5.406,2.183,9.238,1.812,-0.079,13.011,4.009,8.065,2.862,4.095,-3.144,4.688,6.919,-0.907,2.103,7.228,8.232,-0.13,3.249,2.487,5.551,0.806,11.236,-1.438,8.43,7.994,-2.46,5.17,8.288,-2.135,1.597,3.167,5.219,11.637,0.028,5.814,6.643,3.02,11.643,10.545,1.476,-0.042,-3.117,1.292,6.808,7.523,7.582,7.083,-0.113,5.818,1.878,6.98,2.789,7.0,8.559,3.941,3.729,2.236,4.584,10.872,5.131,10.228,-0.783,5.413,5.682,1.746,0.863,3.288,8.205,10.357,6.807,-0.922,-0.828,5.551,10.283,-1.071,5.574,5.259,9.752,7.423,5.557,-2.833,2.521,2.673,0.302,1.125,8.31,6.484,-3.567,1.333,-0.82,9.691,-0.897,2.98,7.323,4.694,6.388,8.824,2.921,7.102,7.096,-2.292,6.749,9.208,-4.027,-0.812,-0.125,6.053,2.002,7.435,6.789,6.533,0.324,2.96,2.087,1.37,5.299,9.527,2.681,0.149,-1.041,11.03,3.152,8.396,13.576,5.146,9.471,5.989,3.644,5.449,-0.262,3.274,5.281,1.588,5.078,2.758,-2.036,0.152,11.777,-2.404,7.249,-0.138,-0.743,6.369,6.535,-0.671,7.213,13.101,1.594,1.002,3.831,5.018,3.765,2.362,4.075,-0.162,4.598,1.675,1.481,15.827,-0.968,8.757,8.202,5.609,5.272,-0.399,5.246,5.839,1.823,7.214,7.76,1.844,12.654,1.592,3.757,4.631,8.098,1.88,6.663,3.642,1.421,-0.072,5.895,3.259,-0.093,7.328,-2.063,-0.435,7.629,2.421,-3.485,1.125,6.565,-0.488,2.045,-2.535,3.295,9.641,5.734,3.355,-0.883,1.595,-0.961,2.838,-0.83,-2.399,5.539,7.694,-1.608,-1.239,2.863,11.117,2.398,6.051,11.583,-1.493,4.072,5.782,12.048,4.485,9.73,-2.974,2.053,0.594,8.735,-3.147,-0.614,4.842,3.13,-1.907,-1.907,-1.092,1.063,-0.919,2.408,3.436,-1.43,5.496,4.035,1.011,-3.266,-1.282,-1.337,0.532,1.858,3.833,1.666,-0.378,4.95,0.234,6.527,2.518,-1.993,3.631,-2.022,2.743,2.615,5.263,3.479,4.075,-0.629,3.302,-2.546,0.944,2.47,-2.582,2.581,1.842,1.518,-1.073,2.151,-0.099,1.792,12.905,9.853,1.586,3.008,3.355,2.759,3.49,1.645,-1.618,1.88,1.464,-1.046,0.051,-2.1,-5.596,4.653,0.236,2.378,-0.389,3.072,-2.042,-1.526,6.323,-1.202,-1.398,-0.613,0.521,1.425,-0.816,-1.173,-2.2,2.818,1.888,2.003,0.201,0.882,-0.603,1.621,1.779,0.057,0.487,-3.24,-0.972,-1.345,1.213,2.18,1.454,4.341,0.633,-3.418,-1.519,3.943,2.231,0.914,1.218,2.845,3.447,0.152,-1.02,1.366,-1.794,1.058,3.85,-0.572,2.665,1.04,5.909,2.756,2.744,3.865,2.894,0.625,3.257,-2.726,-0.521,0.439,2.993,3.117,0.499,0.58,3.578,-3.315,-2.137,3.13,1.34,-0.108,0.508,2.515,3.391,-1.879,3.175,-1.615,2.342,2.054,0.892,1.254,-2.073,5.461,2.123,-1.053,1.315,-3.314,1.174,-0.317,5.127,-0.414,1.078,-0.198,3.512,0.329,-0.512,4.523,2.361,1.998,0.116,-2.422,2.784,-1.91,-2.478,-1.794,-4.195,1.107,-0.507,-0.342,-2.518,-0.068,-2.657,0.17,5.655,2.634,-1.656,1.488,0.72,-0.993,0.354,1.906,4.219,1.62,-0.135,5.428,2.367,1.64,2.833,2.64,-1.53,1.027,-2.248,0.743,-0.76,0.468,-0.291,-3.036,-1.07,3.293,2.81,-0.721,2.748,4.123,2.992,0.941,2.465,0.822,3.294,3.557,1.015,2.198,3.244,-2.653,-1.5,-1.715,-0.626,-1.12,-2.063,0.631,-0.736,1.685,-3.935,0.944,1.045,-1.451,-1.192,1.915,4.181,-1.41,4.416,3.679,1.888,-4.64,11.605,24.297,11.771,12.268,12.265,16.863,13.835],"base_top":[[248058,24.297],[40,19.919],[760,16.93],[248068,16.863],[27,16.431],[77898,15.827],[3928,15.705],[2665,15.567],[1206,15.256],[1919,14.776]]},"positions":{"tokens":[248058,198,27,1628,65109,19339,36899,29,198,27,15704,28,5856,29,198,21,22,198,510,15704,29,198,27,15704,28,8534,29,198,42404,329,62,20,18,18,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=in","crease","_priority",">","\n","<","parameter","=","amount",">","\n","6","7","\n","</","parameter",">","\n","<","parameter","=","job",">","\n","bir","ch","_","5","3","3","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.5478,-0.6398,0.7121,0.9895,-1.9753,1.3174,0.609,0.1491,0.0171,-0.4863,0.1105],[-4.233,0.6103,7.8555,14.864,-1.1293,-1.8074,1.2215,-0.7292,0.0768,-0.4065,-0.4818],[-4.864,-0.8265,11.8924,19.2281,-1.7484,-0.4655,0.0111,-0.3744,-0.0062,-0.7385,-0.1718],[-1.9398,-1.2501,9.7512,15.3563,-2.3194,0.2366,1.2726,-0.5981,-0.289,-0.438,0.0509],[-1.9273,-1.8752,8.208,13.2352,-2.9433,0.5959,-0.5494,-0.3538,-0.2416,-0.762,0.4341],[-2.1541,-1.9162,9.4799,16.3786,-1.9913,-0.4774,-1.3273,-0.7123,-0.4672,-0.9739,0.1851],[-3.5481,-1.5295,10.0148,20.3201,-2.1211,0.0379,2.0831,-0.6614,0.0218,-1.1073,0.6214],[-6.3369,-0.8815,10.355,22.1982,-1.8161,-1.4424,1.4988,-0.354,0.0076,-0.8716,0.2655],[-5.6842,0.1155,11.7319,22.3223,-2.692,-2.6117,2.5905,0.0119,0.195,-0.701,-0.0481],[-5.4532,-0.0986,13.4292,19.3978,-2.3531,-1.6803,0.7891,-0.2521,-0.1927,-0.9595,-0.083],[-1.5943,-0.9599,11.1539,17.2716,-3.1752,-1.596,2.6096,-0.446,-0.1639,-0.838,-0.1532],[-2.1902,-0.7302,10.7614,18.7414,-3.8772,-2.0019,-0.6686,-0.4177,-0.0989,-0.9603,0.5738],[-1.8707,-1.0734,13.4982,17.1949,-2.7102,-1.9913,-0.4486,-1.0532,-0.0432,-1.1304,0.083],[-4.9164,-1.1284,12.0586,23.026,-2.6681,-2.376,1.8279,-0.7248,0.1243,-1.0414,0.0232],[-3.9947,-1.8116,14.3251,21.6505,-3.4385,-1.5819,2.3507,-0.3831,0.2627,-0.8218,-0.2782],[-2.8239,-1.9347,18.0616,19.3547,-2.1447,-0.9459,-1.4935,-0.2941,0.1199,-0.9397,-0.013],[-3.6948,-1.5947,11.5669,20.0167,-0.1358,-1.4887,-0.431,-0.7215,0.2635,-1.1985,-0.5355],[-5.882,-1.0722,12.1842,22.0312,-1.631,-2.1169,-0.3371,-0.4395,0.1078,-1.3531,-0.189],[-5.5248,-1.6646,13.9565,20.1822,-2.2203,-1.1686,0.6094,-0.4452,0.2208,-1.229,-0.4664],[-3.1591,0.3581,10.8902,15.6356,-1.8493,-0.7326,1.2144,-0.2811,0.0017,-0.4721,-0.4903],[-5.1263,0.4051,10.4164,22.2791,-1.4678,-2.7918,1.3958,-0.915,0.2734,-1.1148,0.0848],[-4.6068,-1.3145,13.3434,21.2888,-2.0903,0.0641,1.2559,-0.1818,0.0523,-1.0263,0.1506],[-5.4434,0.1215,11.886,18.92,-2.6539,-0.3554,-0.416,-0.4626,-0.2641,-1.0832,-0.1311],[-1.3059,-0.5624,11.1419,17.8592,-3.3521,-0.1785,2.1901,-0.5674,-0.228,-1.0202,0.1404],[-2.457,-0.03,10.7607,18.3892,-3.7649,-1.0343,-2.0769,-0.4343,-0.1794,-1.0327,0.6022],[-1.8158,-0.1957,12.889,17.0449,-2.4604,-1.2362,-1.4979,-1.0393,-0.2183,-1.255,0.0115],[-4.549,-2.6745,12.1783,22.3454,-2.3319,-2.0843,0.2936,-0.7327,-0.0565,-1.4044,0.3023],[-4.3456,-1.9862,17.3134,18.6013,-3.8944,-1.0947,-0.0734,0.1903,0.2312,-1.0807,0.1422],[-2.4818,-2.0333,21.7356,14.0017,-2.4328,-1.3855,-3.1583,-0.032,0.0331,-1.166,0.2255],[-4.1314,-1.8926,13.5604,19.9998,-2.0795,0.1653,1.3294,-0.7249,0.1519,-1.3503,0.4896],[-4.5005,-1.2719,13.6515,22.3748,-2.9834,-0.2492,0.1096,-1.3078,0.3103,-1.5345,0.1035],[-2.8997,-2.2117,17.1283,21.606,-3.1298,-1.4998,-1.6735,-0.5736,0.1598,-1.4835,-0.529],[-4.3939,-2.2234,14.1657,21.1098,-1.428,-2.1364,-0.2354,-1.1365,0.1179,-1.4886,-0.3276],[-4.7307,-2.1329,12.7061,21.8638,-1.4983,-1.6998,0.4372,-0.9751,0.3067,-1.8113,-0.2713],[-4.3834,-1.7288,11.5098,22.0013,-1.5019,-1.2517,0.7712,-0.4086,0.2235,-1.3739,-0.2696],[-4.5147,-1.6098,12.4212,20.2159,-1.7878,-0.6884,1.3797,-0.3597,0.3013,-1.2781,-0.4536],[-3.1311,-0.3833,11.3518,17.0062,-1.2589,-0.5562,1.9555,-0.3176,0.0963,-0.5112,-0.5058],[-4.0148,0.0344,9.4996,21.2864,-0.8909,-2.3037,1.8271,-0.8788,0.3476,-1.0632,0.0402],[-4.1217,-1.2792,9.8158,21.4392,-0.7782,0.9471,3.3497,-0.381,0.0987,-1.2767,0.1419],[-3.8229,-0.0336,10.5248,17.5287,-1.1739,-0.8881,0.8163,-0.8023,-0.0795,-1.1936,-0.1231],[-4.094,-0.0971,10.2933,17.5468,-1.9219,-0.2183,-0.5627,-0.8956,0.0814,-1.1194,-0.3076],[-4.2677,-0.0822,5.5646,12.5508,-0.6249,-1.5297,2.1395,-1.0453,0.3705,-0.8104,-0.156],[-4.6631,-2.83,10.0575,17.924,-0.6771,0.19,3.1816,0.1868,0.222,-0.8602,0.0571],[-4.4388,-0.4804,8.5968,12.8734,-1.9681,-1.3298,-0.4789,-0.6348,0.0325,-1.0841,0.2028],[-3.089,-0.3607,9.943,13.4084,-2.0367,-0.425,-2.2718,-0.9998,-0.131,-1.6522,0.0584]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=increase_priority>\n<parameter=amount>\n67\n</parameter>\n<parameter=job>\nbirch_533\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=increase_priority>\n<parameter=amount>\n67\n</parameter>\n<parameter=job>\nbirch_533\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=increase_priority>\n<parameter=amount>\n67\n</parameter>\n<parameter=job>\nbirch_533\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=increase_priority>\n<parameter=amount>\n67\n</parameter>\n<parameter=job>\nbirch_533\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0000","set":"selection","cohort":"valid_call","family":"job_priority","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> increase_priority {\"amount\": 53, \"job\": \"013\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please increase a job priority by a numeric amount.\nPriority adjustment: 53. Job identifier: \"013\".\nUnrelated archived note: maple_113, reference 050. These are not inputs to this request.","tools":[{"function":{"description":"Increase a job priority by a numeric amount. Inert synthetic operation.","name":"increase_priority","parameters":{"additionalProperties":false,"properties":{"amount":{"description":"Priority adjustment","type":"integer"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"job":{"description":"Job identifier","type":"string"}},"required":["job","amount"],"type":"object"}},"type":"function"},{"function":{"description":"Decrease a job priority by a numeric amount. Inert synthetic operation.","name":"decrease_priority","parameters":{"additionalProperties":false,"properties":{"amount":{"description":"Priority adjustment","type":"integer"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"job":{"description":"Job identifier","type":"string"}},"required":["job","amount"],"type":"object"}},"type":"function"}],"prompt_tokens":586,"decision":{"rms":0.38219929664709057,"sumsq":149.58110961411148,"hb":[-0.03384,0.01088,-2.20353,0.12545,-1.68371,0.07336,-0.61286],"lse":24.043672971049165,"logits":[12.039,12.526,11.75,12.562,11.587,10.868,7.967,8.58,11.273,11.611,11.755,16.278,11.24,10.351,12.658,10.047,8.774,9.455,11.94,9.571,20.048,10.008,10.324,12.771,11.505,13.315,10.075,8.782,12.04,9.467,8.817,13.746,13.805,8.706,11.397,9.971,9.728,11.896,9.453,10.392,12.003,10.206,7.475,11.349,3.656,6.259,1.704,11.815,5.61,12.706,6.556,9.901,8.284,7.531,9.333,5.839,9.186,12.446,9.974,6.864,7.463,13.629,5.788,8.153,9.965,11.395,5.219,8.055,2.681,16.959,6.777,5.884,7.908,-1.199,6.645,2.644,9.149,4.202,7.615,9.393,8.999,9.995,7.042,7.71,10.165,4.992,6.749,4.032,8.525,11.446,0.76,3.192,15.32,12.262,1.884,6.684,11.613,-2.914,3.472,3.704,7.546,6.916,1.144,6.187,-0.22,12.206,9.534,4.43,8.325,10.556,7.039,10.191,4.609,6.772,6.189,10.555,15.147,5.791,6.015,7.995,11.404,9.871,12.295,12.669,11.854,11.849,2.245,10.994,9.811,6.749,1.729,6.335,3.321,6.314,12.29,5.899,2.58,12.1,5.044,8.805,8.509,12.758,12.1,4.024,-1.105,6.961,10.518,0.147,15.692,1.859,0.566,9.538,5.135,6.068,4.242,9.77,6.474,7.864,7.551,8.944,6.814,4.753,9.798,-1.715,8.014,4.946,8.024,3.388,-6.482,8.511,10.103,10.199,12.266,4.6,8.289,4.962,5.099,5.606,10.659,7.137,6.301,3.383,4.585,6.715,8.216,15.808,7.477,11.228,-2.871,9.164,8.785,3.181,9.848,10.911,3.97,3.746,9.585,9.545,9.418,2.105,5.274,12.099,6.139,4.442,11.627,5.929,8.593,5.678,4.219,10.721,2.0,11.54,14.667,2.398,6.744,3.458,-5.536,1.157,4.033,4.037,6.575,7.771,7.824,3.036,-1.076,4.637,6.677,4.395,-0.183,3.627,9.361,-1.095,2.357,5.825,7.204,10.231,1.257,9.003,4.971,7.174,5.888,3.385,1.223,3.709,4.754,12.229,0.925,-4.964,6.321,9.851,0.549,10.744,7.962,7.163,5.16,-2.915,11.884,11.522,5.791,10.39,6.106,10.221,5.668,2.63,5.894,4.285,3.04,10.293,5.303,12.015,0.332,2.169,2.477,0.705,0.607,5.942,8.105,5.661,5.603,1.553,9.32,10.082,1.027,4.543,5.171,8.833,-3.14,6.913,13.019,10.131,7.619,5.484,11.2,5.967,8.195,7.968,8.52,9.473,12.811,8.153,10.688,5.824,6.123,7.808,6.617,3.872,2.98,9.508,1.378,9.735,6.434,2.825,11.697,6.024,-0.504,-3.96,8.195,6.168,-5.538,-0.937,3.716,12.603,7.672,6.095,7.788,8.443,-3.203,-2.489,6.813,7.957,13.572,8.75,1.78,8.02,12.413,6.649,9.794,2.778,2.02,5.64,-2.053,10.561,11.843,11.071,8.743,2.457,8.039,3.002,7.936,0.835,9.109,5.587,-0.076,6.088,9.251,11.601,8.659,9.848,9.571,9.954,0.301,4.481,0.206,0.894,11.219,10.361,12.414,3.908,3.414,4.894,10.799,9.812,1.809,5.458,9.751,5.083,4.567,9.877,8.027,12.572,4.561,-1.598,13.167,3.534,9.139,4.675,2.023,4.146,9.193,11.446,2.483,10.996,4.031,10.356,-0.264,8.852,7.949,2.995,0.999,0.174,3.95,-3.28,5.792,1.953,10.959,0.503,8.528,10.968,-2.239,2.326,10.415,6.588,-0.601,6.957,9.093,8.724,-1.802,10.882,5.467,9.04,14.421,10.627,3.676,6.98,4.61,9.906,6.015,1.785,11.162,-1.787,11.066,10.228,3.971,4.056,2.405,3.832,7.4,5.056,12.036,11.541,8.407,4.08,6.693,5.005,1.332,2.413,10.808,1.09,12.329,1.432,6.077,0.22,10.365,-2.878,4.278,3.011,8.271,6.227,3.531,0.791,0.398,9.345,9.775,5.079,6.145,1.857,0.551,2.568,7.332,7.813,5.621,11.528,5.563,-0.442,0.868,1.851,2.201,5.686,4.08,2.676,6.783,7.163,9.224,-0.341,5.227,8.953,-0.345,6.785,13.959,7.359,5.495,5.818,4.895,8.428,5.664,7.074,10.09,0.75,8.151,2.71,4.486,1.123,3.107,4.747,-1.045,6.262,-0.294,6.702,12.053,13.992,2.866,8.584,-1.668,2.159,7.539,3.912,6.466,13.597,2.823,7.389,9.281,1.375,3.343,-2.389,6.23,5.627,0.976,-1.749,0.83,6.857,7.101,5.551,4.518,4.895,3.421,6.159,6.562,3.163,3.332,4.327,3.128,0.391,3.756,10.953,0.756,3.824,8.596,4.751,6.399,5.955,2.23,5.622,-2.621,2.371,8.296,10.519,5.148,11.151,0.995,7.485,8.037,2.391,-0.69,1.845,9.412,10.523,5.682,2.301,9.08,1.49,-0.447,12.692,4.211,8.031,2.743,4.338,-2.822,5.171,7.023,-0.948,2.245,7.288,8.568,0.043,3.453,1.986,5.688,0.431,10.951,-1.621,8.196,7.576,-2.592,5.415,8.69,-2.297,1.648,3.063,4.744,11.241,-0.036,6.27,6.792,3.177,10.9,10.519,1.038,-0.19,-2.615,1.462,7.059,8.2,8.076,6.848,-0.652,5.526,1.63,6.89,2.589,6.388,8.579,4.471,4.03,2.215,4.736,10.865,4.967,10.179,-0.826,5.323,6.123,1.964,0.993,3.302,7.946,10.881,6.96,-0.769,-0.757,5.73,10.184,-0.783,5.411,4.813,9.217,7.136,5.409,-3.423,2.314,2.513,0.423,0.436,7.809,6.402,-3.857,1.02,-0.394,9.752,-0.593,3.234,7.656,4.654,5.108,8.479,2.711,6.884,6.959,-2.106,6.36,8.766,-4.148,-0.486,-0.135,5.888,2.204,7.287,6.503,6.688,0.29,2.815,2.294,1.322,5.891,9.586,2.919,0.131,-1.024,10.727,3.696,8.009,13.111,5.507,9.527,5.817,3.62,5.301,-0.167,2.84,5.6,1.609,5.302,3.061,-1.416,-0.48,11.744,-1.781,7.23,-0.015,-1.162,6.382,6.888,-0.692,7.119,13.397,1.203,1.257,4.114,4.861,3.771,2.013,3.657,0.217,4.447,1.279,1.243,15.334,-0.953,8.432,7.799,5.324,4.899,-0.902,5.252,6.016,2.147,7.203,7.948,2.101,13.004,1.094,3.797,4.445,7.827,1.815,6.767,4.265,1.722,-0.24,6.179,3.326,0.185,7.334,-2.307,-0.47,8.225,2.282,-3.692,1.426,6.859,-0.951,1.84,-2.597,3.229,9.967,5.4,2.746,-1.038,1.731,-0.712,2.797,-0.787,-2.567,5.796,7.583,-1.51,-1.633,2.876,10.748,2.53,6.071,11.215,-1.786,4.423,5.794,11.944,4.885,9.671,-2.664,2.274,0.241,8.811,-3.352,-0.905,4.819,3.396,-1.266,-1.437,-1.06,0.702,-0.533,2.649,3.854,-0.818,5.789,4.969,0.599,-3.386,-1.032,-0.796,0.491,1.872,4.202,1.949,-0.09,5.398,0.417,6.2,2.972,-2.056,2.678,-1.438,3.134,2.834,5.024,3.469,4.043,-1.023,3.392,-2.221,1.361,2.078,-2.685,2.549,1.797,1.555,-0.811,2.548,0.092,2.396,13.073,10.114,1.433,3.55,3.253,2.016,3.657,1.992,-1.259,2.22,1.906,-1.155,0.567,-2.081,-5.057,4.972,0.345,3.132,-0.468,2.761,-2.488,-1.332,6.051,-1.011,-1.376,-0.395,1.126,1.259,-1.185,-0.573,-2.378,2.912,2.279,1.467,0.641,0.818,-0.713,1.915,1.975,-0.066,0.06,-2.742,-1.021,-1.216,1.463,2.079,2.001,4.581,1.125,-2.717,-1.816,3.675,2.419,1.183,0.869,3.234,3.475,0.23,-1.288,1.486,-1.411,1.471,3.823,-0.585,2.875,0.732,5.589,2.676,2.628,4.153,2.863,0.719,3.823,-2.13,-0.883,0.773,3.107,2.671,0.042,0.652,3.982,-2.993,-2.364,3.65,0.99,0.285,0.821,2.456,4.049,-2.1,2.851,-2.136,2.52,2.644,0.37,1.416,-2.432,5.139,2.004,-0.89,1.561,-3.301,0.883,0.188,5.534,-0.422,0.998,-0.068,3.267,0.172,-0.435,4.432,2.508,2.096,0.446,-2.616,2.747,-1.837,-2.436,-1.487,-4.475,0.882,-0.731,-0.231,-2.597,0.124,-2.491,0.453,5.287,3.044,-1.981,1.887,0.595,-1.342,-0.052,1.195,3.933,2.166,-0.597,4.923,2.215,1.11,2.897,2.797,-0.945,1.024,-2.12,0.788,-0.711,0.223,0.163,-3.239,-0.704,3.26,2.74,-0.298,3.441,4.346,3.137,0.805,2.777,1.206,3.218,3.821,0.842,1.881,2.849,-2.933,-1.528,-1.727,-0.406,-1.461,-2.149,0.612,-0.709,1.137,-4.069,0.292,0.858,-1.746,-1.13,1.459,3.75,-1.47,4.021,3.531,1.636,-4.4,11.51,24.02,11.136,12.296,12.108,16.546,13.422],"base_top":[[248058,24.02],[40,20.048],[760,16.959],[248068,16.546],[27,16.278],[3928,15.808],[2665,15.692],[77898,15.334],[1206,15.32],[1919,15.147]]},"positions":{"tokens":[248058,198,27,1628,65109,19339,36899,29,198,27,15704,28,5856,29,198,20,18,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,27,15704,28,8534,29,198,15,16,18,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=in","crease","_priority",">","\n","<","parameter","=","amount",">","\n","5","3","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=","job",">","\n","0","1","3","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.3547,-0.4799,0.3908,0.5905,-2.0673,1.4006,0.3513,0.0697,0.029,-0.5033,0.1868],[-4.1116,0.5762,7.7916,14.5916,-1.0744,-1.7685,1.2588,-0.7643,0.0756,-0.4622,-0.4243],[-4.8041,-0.8238,11.8023,18.835,-1.8597,-0.0835,0.1044,-0.3469,-0.0315,-0.7672,-0.1711],[-2.2062,-1.3885,9.9974,15.5972,-2.4774,0.5777,1.6054,-0.6798,-0.1989,-0.4244,0.089],[-2.1229,-1.7965,7.9732,13.3602,-2.8775,0.6202,-0.4734,-0.4552,-0.2277,-0.7062,0.4647],[-2.5644,-1.8099,9.7038,17.0359,-1.7325,-0.3602,-1.5246,-0.8583,-0.5014,-0.9935,0.1812],[-3.6163,-1.5244,10.5292,20.7156,-2.2215,0.3231,1.7128,-0.7027,-0.0068,-1.1547,0.6672],[-5.9491,-0.8532,10.142,21.7316,-1.8102,-1.0291,1.7252,-0.4507,-0.0529,-0.9339,0.3514],[-5.397,-0.0918,11.402,22.0701,-2.8172,-2.2509,2.3615,-0.0243,0.0968,-0.7589,0.0648],[-5.1025,-0.0333,13.0518,19.05,-2.5052,-1.3877,0.4212,-0.3087,-0.2276,-0.9561,-0.0338],[-1.2029,-1.0437,11.1688,17.5482,-3.4259,-1.3319,2.1614,-0.5244,-0.1782,-0.8374,-0.0779],[-1.7903,-0.7974,10.5344,18.4254,-3.9673,-1.8543,-0.91,-0.4857,-0.1201,-0.9827,0.5797],[-1.4947,-1.1045,12.9975,16.391,-2.6916,-1.7852,-0.8206,-1.0922,-0.103,-1.1489,0.0931],[-4.518,-1.4045,12.0921,22.7845,-2.8009,-2.3673,1.4897,-0.8679,0.1195,-1.1222,-0.0068],[-3.5944,-1.7076,14.4307,21.009,-3.8925,-1.7839,1.8926,-0.6179,0.3145,-0.966,-0.4189],[-2.4207,-1.9574,18.2917,18.8178,-2.3782,-1.2608,-1.6655,-0.4645,0.172,-1.0148,-0.1849],[-4.3525,-1.6553,11.5172,20.5537,-0.3628,-2.7794,0.491,-0.774,0.2656,-1.3739,-0.3841],[-5.5531,-1.3326,11.739,22.0096,-1.9869,-2.1921,0.1828,-0.3904,0.139,-1.2293,-0.1853],[-5.1235,-1.9253,13.6665,20.3093,-2.1611,-1.181,0.8183,-0.4529,0.202,-1.2189,-0.4512],[-3.1221,0.1846,11.063,16.019,-1.9096,-0.878,1.0475,-0.3457,-0.0233,-0.5359,-0.4932],[-4.7693,0.025,10.1638,22.0141,-1.4568,-2.6057,1.058,-0.9862,0.214,-1.1918,0.1345],[-3.7899,-0.6174,11.4619,21.8487,-2.4838,0.2603,2.0722,-0.4072,0.0742,-1.1459,0.2195],[-4.9233,-0.3137,11.5276,18.4847,-2.4424,-0.4277,-0.2726,-0.4584,-0.301,-1.0576,-0.1517],[-0.7584,-0.9874,10.5002,16.5267,-3.258,-0.2881,1.8529,-0.4777,-0.2516,-0.8904,0.2454],[-2.148,-0.3292,10.3155,16.9024,-3.5735,-1.031,-2.3169,-0.4407,-0.2317,-1.0148,0.6454],[-1.4287,-0.5757,12.6614,16.1017,-2.4176,-1.0247,-1.8025,-1.0295,-0.2439,-1.3059,0.033],[-4.0841,-2.9613,11.4045,22.5558,-1.1517,-1.6596,0.3991,-0.8954,-0.0403,-1.5269,0.1163],[-3.0425,-2.2139,12.3025,19.1025,-2.6716,-0.8791,2.2603,-0.1406,-0.1702,-1.3279,-0.1124],[-1.8732,-2.4208,15.9499,16.6911,-1.3828,-0.9428,-0.1476,-0.5229,-0.1978,-1.2922,-0.1734],[-5.3023,-1.4785,10.9877,22.0713,-1.4838,-1.276,1.4501,-0.579,0.1776,-1.4709,-0.0827],[-5.0417,-1.2386,12.4502,18.7913,-2.1123,-0.1775,1.8347,-0.5718,0.2406,-1.3395,-0.4356],[-2.874,0.3475,11.2822,15.4361,-1.5971,-0.3226,1.8606,-0.536,0.0729,-0.5392,-0.5175],[-5.4376,0.1921,10.8886,21.3264,-1.5867,-2.6594,0.9362,-0.8406,0.1562,-1.086,0.0292],[-4.0627,-0.354,11.3589,21.5957,-2.4158,0.7687,1.9539,-0.4841,-0.0472,-1.2855,0.1143],[-5.3227,0.5245,11.2864,17.7297,-2.0356,-0.5622,0.1469,-0.4305,-0.1805,-1.1536,-0.0984],[-1.2304,-0.6926,10.8588,16.5698,-3.0144,-0.5429,2.4403,-0.3112,-0.195,-0.7688,0.0343],[-2.3456,-0.501,12.0862,19.9168,-3.5918,-1.3977,-2.0836,-0.2395,-0.1331,-1.0464,0.5492],[-2.2466,-0.8646,14.2482,20.0675,-2.5828,-1.4401,-1.8214,-1.0996,-0.1572,-1.2535,0.0369],[-4.5374,-2.187,11.3248,22.5565,-2.1652,-1.7374,-0.159,-0.6683,-0.0402,-1.5442,0.1767],[-3.9397,-1.0602,14.1532,21.3014,-3.3507,-0.503,1.2969,-0.551,0.3565,-1.1912,-0.1416],[-2.508,-1.059,17.9727,17.8138,-2.383,-0.0725,-1.4389,-0.3083,0.0549,-1.124,-0.2141],[-4.104,-2.4208,14.2369,21.6368,-0.7734,-0.6586,-1.1931,-0.7433,0.2875,-1.3726,-0.3792],[-4.5122,-2.379,12.8959,21.6779,-1.3858,-1.4749,-0.6702,-0.968,0.222,-1.9029,-0.226],[-3.7696,-1.4485,11.8034,20.9721,-1.0382,-0.674,0.1994,-0.5896,0.3621,-1.4705,-0.108],[-3.8468,-1.596,12.2463,19.1329,-1.1386,-0.9284,0.5362,-0.5926,0.3935,-1.3385,-0.5515],[-3.1856,-0.3576,11.8019,17.7188,-1.2744,-0.5781,1.3256,-0.3895,0.1745,-0.5574,-0.5236],[-4.09,-0.1419,8.5765,19.2329,-0.0991,-2.5622,0.5855,-0.6809,0.3638,-1.0685,-0.1282],[-4.0815,-0.8076,9.8884,20.5599,-0.7087,-0.8061,2.5543,-0.2428,0.2947,-1.01,-0.4763],[-5.0229,0.0114,11.6582,18.5449,-0.6151,-1.0633,0.2196,-0.3419,0.0338,-1.0755,-0.1845],[-3.9302,-0.02,9.8316,16.8157,-1.7948,-0.2581,-0.3238,-0.8187,0.042,-1.0176,-0.3242],[-4.2577,-0.1727,5.4227,12.6255,-0.98,-1.5576,1.8905,-1.1285,0.3526,-0.844,-0.1398],[-4.5306,-2.5339,9.9081,18.5132,-1.0536,0.1261,2.9018,0.0898,0.2094,-0.8691,0.0515],[-4.5585,-0.149,8.6527,13.0413,-2.3715,-1.2967,-0.6901,-0.5699,-0.0383,-0.9494,0.1974],[-3.0539,-0.1474,10.1803,13.6777,-2.2073,-0.4147,-2.28,-1.0149,-0.1254,-1.7335,0.1324]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=increase_priority>\n<parameter=amount>\n53\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=job>\n013\n</parameter>\n</function>\n</tool_call>","n_tokens":54,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=increase_priority>\n<parameter=amount>\n53\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=job>\n013\n</parameter>\n</function>\n</tool_call>","n_tokens":54,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=increase_priority>\n<parameter=amount>\n53\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=job>\n013\n</parameter>\n</function>\n</tool_call>","n_tokens":54,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=increase_priority>\n<parameter=amount>\n53\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=job>\n013\n</parameter>\n</function>\n</tool_call>","n_tokens":54,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0101","set":"selection","cohort":"valid_call","family":"string_padding","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_63545 {\"p_1_68\": \"birch_227\", \"p_2_50\": 17}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_277, reference 049. These are not inputs to this request.\nThe operation I need is: add padding at the end of stored text.\nTarget total width: 17. Stored text identifier: \"birch_227\".","tools":[{"function":{"description":"Add padding at the end of stored text. Inert synthetic operation.","name":"fx_63545","parameters":{"additionalProperties":false,"properties":{"p_1_68":{"description":"Stored text identifier","type":"string"},"p_2_50":{"description":"Target total width","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_68","p_2_50"],"type":"object"}},"type":"function"},{"function":{"description":"Add padding at the beginning of stored text. Inert synthetic operation.","name":"fx_13439","parameters":{"additionalProperties":false,"properties":{"p_1_68":{"description":"Stored text identifier","type":"string"},"p_2_50":{"description":"Target total width","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_68","p_2_50"],"type":"object"}},"type":"function"}],"prompt_tokens":650,"decision":{"rms":0.3868564947794108,"sumsq":153.24871429428458,"hb":[0.01505,-0.07132,-2.1016,0.29361,-1.56412,0.26199,-0.61028],"lse":22.789493763955292,"logits":[12.931,12.098,10.482,12.031,11.073,10.823,9.11,8.351,10.922,10.903,9.938,16.789,11.48,10.147,13.319,10.207,9.33,12.842,9.958,9.281,19.274,9.746,10.341,12.815,12.136,12.536,9.447,9.091,12.458,8.773,9.318,13.302,13.539,8.456,11.639,12.772,9.069,11.331,9.472,9.265,11.803,7.329,6.562,11.796,4.487,7.229,1.033,10.406,5.118,12.955,5.583,8.673,9.631,6.907,8.483,5.47,9.492,13.527,9.239,6.679,7.583,13.691,3.736,8.896,10.609,11.048,4.299,8.791,2.857,17.086,6.613,6.804,8.034,-0.767,8.88,1.26,7.995,4.673,7.955,9.006,9.355,9.678,7.436,8.603,11.009,5.296,7.119,3.666,9.825,11.865,1.405,4.642,15.578,10.868,1.702,5.967,11.342,-2.493,3.619,3.233,5.384,7.52,-1.05,4.864,-0.651,11.855,9.71,5.261,6.777,11.28,5.109,9.558,5.666,6.571,6.786,9.914,14.505,5.42,7.015,7.407,11.644,10.813,11.8,13.002,12.24,10.815,2.124,12.689,13.427,8.011,1.154,6.874,4.394,7.038,11.659,6.382,3.204,12.281,5.368,8.658,7.176,12.244,11.84,4.041,-0.559,5.003,11.176,1.919,14.957,2.652,-1.569,8.983,6.859,5.593,4.779,8.965,6.999,7.647,7.462,8.682,7.057,3.313,8.319,-2.789,7.323,5.142,9.435,7.317,-5.604,9.184,10.381,10.184,11.288,8.238,8.333,5.775,6.397,6.678,10.743,6.83,6.854,4.009,9.369,5.582,8.327,14.107,4.936,10.757,-1.743,9.828,9.255,2.045,9.912,13.639,4.424,3.397,8.799,9.624,8.26,3.3,7.257,12.211,6.286,2.739,11.335,7.034,8.6,5.671,4.97,10.405,1.821,10.513,13.577,3.117,5.771,5.282,-5.4,0.002,5.199,4.686,6.439,6.521,6.969,3.515,-1.588,6.591,5.595,3.49,1.692,3.716,9.227,-1.287,2.018,5.402,7.929,9.701,3.093,8.868,6.614,7.443,7.774,1.839,3.173,3.913,4.384,12.885,0.249,-4.64,6.592,8.645,-0.552,10.442,7.353,7.512,4.224,-2.673,12.858,11.732,5.691,10.368,8.5,10.462,6.709,2.144,4.463,5.148,11.077,8.951,3.497,13.002,-0.293,3.111,1.076,-0.134,1.492,7.137,7.076,6.073,6.792,-0.376,8.568,8.463,0.285,4.385,6.466,7.562,-0.314,5.402,11.021,10.115,6.659,5.447,10.078,7.165,7.36,8.868,8.041,10.505,12.987,8.473,9.551,4.251,5.152,7.822,5.805,4.197,3.846,9.165,0.294,9.43,6.261,2.945,11.735,4.16,-1.694,-3.584,7.238,7.694,-5.716,-0.352,5.849,9.194,8.683,8.476,7.669,9.867,-3.173,-3.43,6.351,9.046,13.849,7.374,2.468,8.894,12.145,6.928,8.434,1.379,1.82,6.719,-2.483,10.214,11.858,12.082,9.136,3.243,8.28,3.735,5.689,1.82,8.548,4.587,-2.608,4.686,9.001,11.422,6.833,9.969,7.56,7.989,0.135,5.407,-1.316,-0.919,10.744,9.067,12.409,3.916,3.257,2.839,10.06,9.21,0.869,5.138,9.199,5.883,3.507,8.945,6.757,13.212,4.64,-2.63,13.684,3.686,6.917,5.803,2.145,1.887,8.166,10.639,3.991,9.958,3.002,10.229,-0.152,8.895,8.161,2.05,0.97,0.914,4.489,-3.725,4.282,0.964,10.501,2.188,9.475,9.551,-2.886,1.017,11.751,8.565,0.197,4.969,8.712,7.653,-3.45,11.639,8.212,8.739,7.961,10.514,0.691,6.611,9.057,8.203,3.936,1.129,11.427,-1.099,11.079,7.233,3.806,4.299,2.097,3.886,7.252,6.103,11.815,10.792,8.501,5.33,7.91,4.918,2.632,3.521,9.455,0.26,10.499,1.077,6.555,-0.301,10.767,-2.42,4.241,2.942,8.093,6.007,4.67,-0.203,3.141,9.494,10.109,5.06,8.357,2.737,-0.101,2.687,7.721,7.225,6.914,12.327,7.707,-0.198,2.898,3.453,1.588,4.233,4.4,3.026,6.905,5.14,8.416,-0.621,6.373,8.888,-1.079,7.308,14.939,8.964,5.826,4.122,5.939,8.544,4.11,5.683,10.745,0.527,6.964,2.842,5.418,1.314,3.051,5.016,1.313,3.608,0.896,3.966,14.735,12.56,3.228,9.04,1.352,2.837,7.282,2.57,6.094,12.118,4.435,5.571,7.878,2.166,1.777,-0.674,4.553,5.358,0.921,-1.757,0.623,5.008,5.205,3.331,2.742,5.823,4.652,5.14,7.019,3.748,3.452,4.877,4.959,1.141,-0.268,10.418,1.541,6.126,9.616,5.462,5.356,7.793,2.51,6.235,-2.09,1.336,5.836,9.755,5.772,10.191,1.985,7.176,6.745,4.831,-0.572,3.159,7.287,8.969,5.301,1.644,9.361,2.046,-1.634,5.833,4.334,7.743,3.541,2.878,-3.858,4.659,5.828,1.692,3.328,6.439,7.701,-2.714,3.581,1.096,6.597,-0.779,10.394,-1.876,10.15,8.194,-0.271,6.305,7.831,-2.613,3.224,2.438,4.885,12.989,0.372,6.307,6.924,4.686,10.224,8.903,1.113,-2.047,-2.298,1.551,6.157,8.067,7.054,6.684,-0.811,6.991,2.771,7.408,4.233,7.63,9.186,3.828,3.621,1.634,5.073,10.833,3.247,7.368,-1.525,4.114,4.363,1.125,3.372,1.207,7.094,10.386,5.343,0.702,0.33,4.603,9.641,-0.818,5.113,6.842,6.607,6.493,5.026,-3.162,1.096,2.843,-0.295,0.851,8.224,7.067,-4.267,0.98,-1.096,10.452,-1.29,2.379,7.383,6.767,6.807,9.002,1.349,6.234,6.262,-2.621,5.934,9.558,-3.211,-2.436,2.911,5.361,0.267,6.565,6.88,5.767,0.323,3.837,2.319,2.142,4.837,9.294,3.022,1.877,-0.66,10.053,6.791,8.468,6.215,4.966,9.724,6.124,3.227,5.84,1.98,2.775,4.953,1.18,4.041,3.509,0.217,-0.06,12.731,-1.883,6.122,1.208,0.319,5.854,7.554,-2.069,6.295,11.37,1.517,0.991,3.174,5.998,5.46,2.345,4.252,2.256,3.759,2.58,2.187,9.176,-0.122,8.397,8.626,3.447,4.705,-1.007,4.561,4.475,0.459,7.594,6.947,1.269,12.178,2.488,2.929,3.486,5.569,3.167,6.407,2.606,0.643,2.188,5.564,1.255,-1.118,8.561,-1.851,0.094,6.198,1.759,-3.217,2.115,4.99,0.306,2.473,-1.847,1.787,8.01,4.434,4.669,0.44,0.976,-0.305,4.009,-1.306,-4.627,7.23,7.84,1.519,-1.161,1.439,6.231,2.763,5.572,10.278,-2.155,4.797,4.845,5.227,2.544,9.575,-1.654,3.464,0.42,8.362,-0.24,-0.703,5.704,1.505,0.833,0.353,-0.431,1.207,0.429,4.369,4.858,-1.217,5.317,3.882,2.122,-1.421,-1.73,-3.124,1.123,2.782,2.597,4.53,0.055,4.782,0.524,5.31,1.852,0.308,2.319,1.406,2.386,1.397,3.962,2.803,4.56,-0.285,3.445,-0.192,1.39,0.226,-2.672,3.304,1.945,0.57,-0.123,1.338,-0.036,1.022,13.401,9.625,2.959,2.805,2.779,2.346,3.921,0.179,-2.721,3.328,0.877,-1.909,1.674,-0.152,-5.788,5.252,0.09,2.261,0.268,3.976,-1.06,-1.565,2.597,-2.01,-1.074,1.468,0.798,2.308,-1.324,-0.112,-1.111,2.944,1.184,1.024,1.149,-0.578,0.324,0.5,2.653,0.462,0.35,-3.783,0.288,1.051,1.252,1.461,0.176,3.184,3.769,-3.091,-1.996,5.73,3.615,-1.125,1.324,4.72,4.427,1.481,-1.363,0.751,0.338,-0.424,2.952,-0.801,2.267,1.429,6.367,1.483,1.193,3.33,2.71,0.817,5.494,-1.087,0.874,0.816,0.119,4.585,0.823,1.956,2.378,-3.77,-1.663,4.44,0.445,0.557,0.609,1.113,4.227,0.029,5.109,-1.167,3.352,0.329,0.573,0.513,0.377,4.82,1.849,0.915,3.428,-3.632,1.073,2.242,4.976,-0.137,3.04,0.055,3.279,1.481,-0.71,3.653,3.75,2.45,0.802,1.284,3.171,-2.474,-1.583,-0.847,-3.961,2.07,-2.103,0.692,-2.643,-0.478,-1.291,-0.504,6.766,2.961,-0.332,3.487,0.32,0.278,-0.194,1.554,4.397,0.138,-2.304,5.51,2.641,2.739,3.964,3.896,-0.293,3.757,-2.497,3.406,-0.16,-0.317,0.712,-3.429,0.545,1.151,2.894,-0.722,4.584,5.164,3.397,0.14,3.551,2.315,0.531,5.449,0.981,3.262,3.816,-2.366,-1.256,-0.965,0.164,-1.594,-0.777,0.202,0.074,0.758,-2.042,0.743,2.651,-0.913,-0.668,2.972,3.601,1.067,2.653,3.922,2.048,-4.223,10.452,22.744,12.082,11.263,10.663,14.641,13.404],"base_top":[[248058,22.744],[40,19.274],[760,17.086],[27,16.789],[1206,15.578],[2665,14.957],[27775,14.939],[31243,14.735],[248068,14.641],[1919,14.505]]},"positions":{"tokens":[248058,198,27,1628,28,8040,62,21,18,20,19,20,29,198,27,15704,16874,62,16,62,21,23,29,198,42404,329,62,17,17,22,198,510,15704,29,198,27,15704,16874,62,17,62,20,15,29,198,16,22,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fx","_","6","3","5","4","5",">","\n","<","parameter","=p","_","1","_","6","8",">","\n","bir","ch","_","2","2","7","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","5","0",">","\n","1","7","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.9092,-1.6478,-0.1421,-0.385,-1.5261,0.4528,-0.2276,0.0778,0.1103,-0.7442,-0.0509],[-4.1791,0.3611,7.6001,14.5712,-0.9807,-2.0382,2.1014,-0.7036,0.2049,-0.5527,-0.3558],[-4.7686,-1.6844,11.6334,18.4201,-1.5089,-0.863,0.127,-0.1019,0.1516,-0.8678,-0.1729],[-2.5996,-1.8383,10.8499,16.8278,-2.3385,-0.9758,1.3004,-0.8048,0.1909,-0.7386,0.0185],[-2.5775,-2.2793,10.1091,15.4337,-1.9896,-0.9063,-1.03,-0.6341,0.3431,-1.2053,0.5691],[-1.9874,-1.9072,13.6697,15.8684,-0.7402,-1.5245,-0.8608,-0.9549,0.4417,-1.4143,-0.0524],[-3.6527,-1.6656,11.228,21.2274,-1.7331,-0.4326,-0.0259,-1.1849,0.1693,-1.3939,0.1244],[-2.0423,-1.8093,15.8961,21.0305,-1.7453,-1.5075,-1.4978,-0.6177,0.1308,-1.3729,-0.3989],[-3.7086,-2.106,13.3822,19.3647,-0.8749,-2.7922,-0.384,-1.0067,0.0723,-1.4353,-0.3313],[-2.281,-1.7534,13.6232,19.8359,-1.7471,-2.7216,-1.1027,-1.224,0.0767,-1.5328,-0.5527],[-2.623,-2.5607,13.157,19.5809,0.5725,-2.3772,-0.529,-1.7142,-0.0399,-1.5874,-0.3544],[-3.252,-1.3618,11.4546,19.7459,-0.4848,-3.2744,-0.9279,-1.6593,0.2238,-1.4778,-0.3322],[-5.0736,-1.3248,10.1842,22.2068,-1.0602,-1.8691,1.5934,-0.7847,0.0739,-1.1125,0.0066],[-5.7677,-0.7705,9.7905,20.6938,-1.156,-1.802,1.3589,-0.0528,0.025,-0.9127,-0.1152],[-4.7263,-0.823,10.627,17.7604,-1.2515,-1.3655,-0.3606,-0.2418,-0.2998,-0.9737,-0.2278],[-1.0154,-1.0695,9.6229,17.0062,-1.9691,-1.4545,2.7477,-0.4122,-0.0888,-0.9626,-0.4985],[-2.1227,-1.7837,9.7201,20.2701,-2.3526,-1.31,-1.1766,-0.764,-0.0469,-1.1195,0.1118],[-4.1058,-1.4722,10.7031,22.3264,-2.5955,-1.1731,0.3681,-1.0212,0.1952,-1.4947,-0.2025],[-2.7754,-2.3422,14.8869,23.0698,-2.5656,-1.2368,-0.8247,-0.4771,0.1813,-1.5887,-0.5976],[-3.5193,-2.406,11.1541,22.4656,-2.3831,-2.1115,1.311,-1.4757,0.058,-2.0167,-0.0558],[-2.6289,-2.785,14.77,21.7267,-2.7249,-3.0251,-0.116,-0.7357,-0.1116,-1.5389,-0.4932],[-2.6633,-1.8842,11.416,20.7131,-0.0203,-1.1614,0.9573,-1.1036,-0.0328,-1.694,-0.2289],[-4.6254,-2.5754,12.9739,20.9569,-1.1961,-3.2214,-0.1445,-0.5001,0.0498,-1.4714,0.0456],[-3.4214,-1.4788,15.8539,17.9544,-2.9769,-1.451,0.3717,-0.0455,0.2608,-1.172,-0.0584],[-1.2983,-1.467,19.4232,13.5333,-0.9771,-1.6483,-2.7147,-0.3578,0.0833,-1.415,-0.0007],[-3.446,-1.9163,13.1125,20.2726,-1.3175,-0.3907,1.4313,-0.7106,0.0092,-1.2844,0.4355],[-4.128,-1.1682,13.0278,22.5237,-2.0728,-0.4282,0.8044,-1.3891,0.1994,-1.6189,-0.0165],[-3.0086,-1.8857,16.3929,21.2898,-1.8442,-0.5976,-0.307,-0.5476,0.0621,-1.3881,-0.6241],[-3.3135,-1.9543,13.1894,20.4543,-0.8823,-0.7543,-1.2844,-1.4797,-0.0202,-1.5485,-0.3354],[-3.8681,-1.8025,12.5982,21.5492,-0.1242,-1.31,-0.4362,-0.9708,-0.0664,-1.3888,-0.347],[-3.425,-1.5255,11.0513,20.3579,-0.7338,-2.1186,0.5105,-0.4077,0.0093,-1.5299,-0.1666],[-3.9374,-1.4962,12.1357,18.7296,-1.6179,-1.258,0.3528,-0.5673,0.1725,-1.4725,-0.6488],[-2.6738,0.0612,10.881,16.352,-1.8029,-1.3534,1.0007,-0.5065,0.0314,-0.7342,-0.5691],[-5.081,0.0926,9.0898,22.0509,-1.0399,-3.2098,1.0223,-1.063,0.2181,-1.2274,-0.2884],[-2.2997,-0.6888,11.2705,21.2008,-1.7544,-1.0095,1.7146,-0.102,0.1593,-1.217,-0.3283],[-4.3913,-0.4035,10.5022,18.7013,-1.6127,-0.9421,-0.1609,-0.3027,-0.1811,-1.0359,-0.2523],[-1.2601,-0.9652,10.7944,18.5349,-2.8496,-1.4458,2.5203,-0.6449,0.0565,-0.9136,-0.3081],[-2.0614,-1.3099,9.7272,20.7264,-2.7177,-1.3389,-1.2536,-0.7581,0.0574,-1.1746,0.1327],[-3.2939,-0.7298,10.8215,20.887,-2.5834,-1.5795,0.318,-0.8938,0.262,-1.2877,-0.1181],[-2.9984,-2.1897,14.9396,22.0692,-2.4614,-1.5843,-0.4707,-0.5416,0.2966,-1.3012,-0.6539],[-3.5289,-1.78,11.3596,22.1379,-2.0676,-1.9198,-0.1274,-1.4405,0.256,-1.922,-0.1016],[-2.2612,-2.4428,15.2894,20.8059,-2.3277,-2.4905,-1.8756,-0.7562,0.1643,-1.6148,-0.8199],[-3.1049,-0.3189,11.8647,21.8188,-1.1251,-2.28,-0.0695,-1.2722,-0.0087,-1.2659,-0.3828],[-4.2435,-1.018,11.1419,22.2911,-2.1444,-2.6497,1.5874,-0.7348,0.2108,-1.2158,-0.0809],[-3.8722,-1.6344,13.2945,20.8347,-3.04,-0.8337,1.4615,-0.3946,0.2019,-0.9658,-0.4933],[-2.564,-2.2586,17.0494,17.5322,-1.7728,-0.1229,-2.1043,-0.2783,0.1332,-1.0016,-0.3064],[-2.8352,-0.8548,12.5035,20.0852,-0.6566,-0.9646,-1.1974,-0.8043,0.1668,-1.3327,-0.4741],[-4.4846,-1.3923,11.598,20.9333,-1.0342,-2.3326,0.1883,-0.2857,-0.0786,-1.3459,-0.1324],[-4.5021,-1.5678,12.1523,18.8714,-1.7447,-0.5867,0.53,-0.5346,0.1639,-1.3636,-0.4692],[-3.1452,0.0584,11.4849,17.1609,-1.5776,-1.0297,1.1862,-0.6015,0.0887,-0.6988,-0.5192],[-4.3004,0.3643,8.6535,20.8251,-0.9371,-2.3719,1.1986,-0.9345,0.215,-1.151,-0.0562],[-3.3936,-0.6147,9.6114,20.3086,-1.7265,-0.6563,2.4828,-0.052,-0.0141,-1.2865,-0.3118],[-3.8324,0.1275,9.4061,16.2863,-1.1269,-0.4679,-0.3126,-0.6505,-0.2124,-1.1472,-0.2393],[-1.1149,-1.0876,9.7414,16.7422,-3.1017,-0.7874,2.8417,-0.4287,-0.109,-0.593,-0.3034],[-2.32,-1.6744,9.9192,20.6811,-2.5534,-1.9178,-1.3499,-0.539,-0.1821,-1.0224,0.0434],[-2.5786,-0.1765,10.7398,19.7258,-1.8511,-2.9927,-0.7324,-0.6881,-0.0157,-1.367,-0.1211],[-4.1453,-1.781,11.2118,21.6484,-0.9532,-1.8611,-0.2232,-0.973,-0.1178,-1.61,-0.018],[-2.7211,-1.2691,12.466,19.8156,-2.438,-1.4295,0.9529,-0.3093,-0.139,-1.3447,-0.1973],[-1.3932,-1.392,15.6927,16.6179,-1.2456,-1.6512,-1.2165,-0.7055,-0.1529,-1.4377,-0.2544],[-4.0149,-1.1597,10.3965,22.0212,-1.5803,-1.8165,1.2336,-0.5925,0.0288,-1.5812,-0.2498],[-4.4589,-1.2514,12.3207,18.7737,-2.0081,-0.7049,0.7756,-0.684,0.2951,-1.2867,-0.6152],[-3.0622,-0.1248,11.7518,17.0486,-1.7842,-0.6438,1.2465,-0.7118,0.2079,-0.6538,-0.6417],[-4.2621,0.2036,7.9457,19.1303,-0.4924,-2.2254,0.7193,-0.6499,0.3804,-1.0858,-0.0291],[-4.849,-0.5537,9.3744,20.4815,-1.1775,-1.657,1.9202,-0.1197,0.25,-1.0639,-0.4492],[-5.3411,0.0066,11.0528,17.5323,-0.6183,-0.6029,-0.3737,-0.3459,0.0069,-0.8518,-0.0908],[-4.1361,-0.3493,10.5229,17.6156,-1.5053,-0.8683,-0.5844,-0.8355,0.1759,-0.817,-0.3107],[-4.5954,-0.2294,5.9366,13.4552,-0.5794,-1.6644,2.3516,-1.2503,0.2621,-0.8987,-0.0765],[-4.4601,-2.2985,9.1348,16.9782,-0.9794,-0.4873,3.1164,0.3204,0.1678,-0.8967,-0.2125],[-4.5818,-0.8355,8.7355,13.081,-1.7391,-1.0813,-0.0088,-0.6978,-0.0289,-1.0087,0.1519],[-3.6351,-0.4454,9.886,14.4816,-1.9473,-0.6296,-2.0153,-0.8868,-0.1266,-1.6855,0.1723]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_63545>\n<parameter=p_1_68>\nbirch_227\n</parameter>\n<parameter=p_2_50>\n17\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=fx_63545>\n<parameter=p_1_68>\nbirch_227\n</parameter>\n<parameter=p_2_50>\n17\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=fx_63545>\n<parameter=p_1_68>\nbirch_227\n</parameter>\n<parameter=p_2_50>\n17\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_63545>\n<parameter=p_1_68>\nbirch_227\n</parameter>\n<parameter=p_2_50>\n17\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0174","set":"selection","cohort":"no_tool","family":"string_padding","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_163, reference 079. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to add padding at the beginning of stored text. Do not access or change stored data.\nStored text identifier: \"028\". Target total width: 26.","tools":[{"function":{"description":"Add padding at the beginning of stored text. Inert synthetic operation.","name":"fx_26702","parameters":{"additionalProperties":false,"properties":{"p_1_96":{"description":"Stored text identifier","type":"string"},"p_2_43":{"description":"Target total width","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_96","p_2_43"],"type":"object"}},"type":"function"},{"function":{"description":"Add padding at the end of stored text. Inert synthetic operation.","name":"fx_84820","parameters":{"additionalProperties":false,"properties":{"p_1_96":{"description":"Stored text identifier","type":"string"},"p_2_43":{"description":"Target total width","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_96","p_2_43"],"type":"object"}},"type":"function"}],"prompt_tokens":664,"decision":{"rms":0.3547397488693064,"sumsq":128.8594323741272,"hb":[-0.05364,-0.08165,-1.28032,0.07666,-0.8525,0.4469,-0.40754],"lse":21.398675191727992,"logits":[16.024,12.494,15.06,13.929,14.21,13.476,9.463,11.076,10.613,11.5,9.926,15.215,13.43,9.453,14.27,10.544,10.017,14.624,8.847,10.344,19.719,10.285,10.156,14.027,11.928,14.622,10.776,8.877,12.236,9.517,8.794,13.773,15.2,9.272,11.878,14.536,8.923,12.664,8.027,8.265,12.689,6.754,6.949,10.674,10.696,9.013,3.491,11.6,7.326,16.062,6.161,6.838,7.809,7.487,7.297,4.864,9.808,9.701,11.403,5.693,8.03,17.25,1.527,5.777,8.984,11.159,5.896,12.427,1.699,18.488,9.723,8.738,9.053,-0.897,15.005,1.377,8.255,5.964,10.752,12.98,10.375,10.0,10.965,10.996,11.004,5.901,7.261,0.739,14.128,12.303,-0.621,6.396,19.751,9.127,5.887,8.715,13.882,-3.908,1.341,4.339,8.042,10.487,0.684,9.236,0.53,14.366,14.27,3.584,6.681,12.939,5.702,10.021,8.683,7.001,7.395,12.976,17.701,7.236,10.296,11.797,14.111,14.016,15.133,14.724,17.383,12.332,2.591,11.879,17.359,8.263,5.004,9.401,4.785,8.13,8.62,7.382,6.385,15.016,4.395,10.13,8.686,16.438,14.634,5.659,0.696,8.897,14.624,1.081,17.661,4.125,-4.376,11.031,6.004,9.149,6.796,11.059,8.161,7.141,9.684,10.053,9.965,5.176,11.859,-3.952,8.495,7.926,12.093,10.193,-6.006,10.622,12.357,14.043,15.34,10.136,7.274,8.022,9.277,8.073,13.299,7.153,11.098,6.287,9.366,4.286,9.354,15.949,7.872,11.684,0.03,11.677,11.239,2.5,16.447,11.414,4.861,6.087,11.354,15.073,9.235,3.306,7.732,11.35,7.262,-0.737,12.342,9.265,12.285,8.041,2.672,13.198,5.003,14.75,15.411,2.296,8.975,5.171,-5.98,1.854,1.383,4.205,10.184,7.726,9.927,1.343,0.019,8.678,7.057,3.077,1.311,6.449,8.683,-1.512,1.166,10.008,9.334,10.881,6.311,11.131,7.253,10.92,6.232,1.932,5.561,3.064,7.508,11.689,-1.655,-2.07,10.031,9.911,0.632,10.999,10.859,11.157,7.524,-1.825,13.235,12.618,8.462,13.08,11.227,11.081,4.721,5.342,4.995,9.054,10.484,11.112,6.417,14.568,-0.251,1.346,0.439,2.611,0.05,11.003,9.794,6.428,9.109,2.439,12.157,11.525,1.956,6.967,9.726,8.735,-2.92,8.763,11.902,13.061,10.786,6.651,14.002,8.78,9.069,8.907,8.807,13.533,13.633,9.03,12.999,6.74,4.369,11.724,7.292,6.899,7.332,13.446,0.236,11.511,10.798,5.988,16.148,6.002,-3.779,-2.357,9.82,8.116,-4.267,1.092,4.824,10.667,8.865,8.692,6.694,12.929,-4.164,-2.136,10.809,11.206,16.81,7.908,4.701,13.572,13.16,3.729,11.492,1.623,3.024,7.899,0.036,8.579,13.706,10.547,6.796,4.327,7.848,3.79,4.979,3.429,11.307,5.127,-3.134,0.9,7.483,13.232,8.74,12.996,10.038,7.618,2.412,8.727,-0.289,-1.036,13.766,10.283,11.864,5.116,2.274,4.136,12.368,8.846,0.388,8.724,11.503,3.479,7.476,12.578,9.918,16.773,2.052,-1.277,14.544,2.723,9.021,6.727,2.182,3.643,9.902,13.274,4.64,13.169,7.585,14.297,1.969,13.256,9.601,5.14,1.151,3.186,5.026,-3.84,6.607,5.143,11.994,4.432,10.499,12.009,0.9,1.008,11.441,9.916,2.677,4.765,13.012,8.925,-2.869,9.544,10.146,9.504,9.409,10.428,2.134,5.421,9.283,8.41,3.346,2.145,13.851,-1.828,12.845,7.327,3.112,6.099,0.013,5.555,8.981,8.324,13.635,14.169,9.525,9.702,9.566,5.839,2.608,5.445,12.398,1.481,12.92,0.128,8.06,0.789,12.569,-0.976,2.796,1.252,10.065,7.396,7.996,1.832,3.021,14.181,11.366,6.061,9.491,2.808,0.725,2.987,8.174,8.014,7.95,13.66,9.92,-2.039,2.896,1.649,3.985,8.702,7.182,0.854,10.49,6.584,11.775,0.066,7.799,12.187,0.054,9.658,16.985,11.969,6.759,6.23,6.314,8.633,6.051,8.834,12.811,-0.889,11.39,2.937,7.914,3.764,6.37,5.639,1.634,5.438,1.087,5.653,19.368,13.693,6.618,12.358,2.089,3.96,11.436,2.295,8.995,15.995,8.653,6.839,10.195,2.86,0.831,2.557,6.984,7.493,2.37,-3.189,2.524,6.78,6.526,6.794,3.505,2.32,5.273,7.647,7.193,3.707,6.743,5.418,8.219,2.754,-3.253,10.64,1.331,8.454,12.341,11.397,5.099,6.685,0.467,8.628,0.462,-0.537,7.779,11.95,6.164,11.637,2.007,8.622,8.198,3.845,-0.455,3.986,11.224,11.875,7.662,3.075,10.422,2.68,-1.023,6.8,6.738,11.862,4.471,5.706,-2.649,6.774,6.274,2.422,2.299,6.296,10.125,-2.128,5.095,0.978,7.431,-0.482,8.207,0.513,13.153,9.901,-0.353,8.415,8.585,-0.432,3.552,0.095,7.037,13.566,2.436,9.527,8.488,5.412,9.979,10.231,2.053,-4.283,-0.116,0.474,9.608,12.851,8.666,10.137,0.497,5.218,2.357,7.698,7.78,10.428,10.655,6.075,4.929,2.286,7.115,13.003,5.829,10.051,-1.805,3.738,4.036,1.481,3.015,4.653,7.683,12.476,7.407,-0.416,0.893,8.311,11.768,1.408,6.154,7.366,6.905,7.8,6.39,-4.967,6.205,5.072,-0.723,4.097,9.14,11.128,-0.753,0.886,3.54,12.908,-2.389,6.5,10.066,7.286,7.881,12.82,0.851,4.375,7.839,-0.357,7.195,14.837,-3.889,0.793,5.742,7.296,2.783,8.084,7.828,2.587,0.844,2.654,3.678,1.735,6.929,10.036,2.061,0.778,0.465,10.393,9.363,9.851,9.323,14.384,15.773,9.812,3.337,7.054,2.032,2.75,8.058,-1.166,7.9,4.831,3.124,-1.179,11.847,-0.138,10.136,4.443,1.676,5.507,12.323,0.944,10.333,13.368,2.84,2.062,5.959,6.101,3.547,4.847,4.683,0.556,5.647,0.69,3.289,11.598,-0.561,10.341,6.694,3.161,6.241,0.001,2.977,6.464,1.468,8.894,10.147,1.246,11.986,5.046,2.834,4.927,9.347,2.036,9.936,1.034,2.1,2.87,8.093,1.262,1.908,13.401,0.042,0.387,8.536,1.158,-6.845,-0.109,6.858,1.408,2.842,2.088,3.393,11.619,6.228,2.635,-0.917,2.114,0.885,2.425,0.731,-2.809,15.343,10.794,2.553,0.278,5.183,7.786,4.654,8.032,12.167,-1.923,6.364,7.237,7.841,3.903,10.497,-1.415,3.609,-0.182,9.977,0.468,-1.322,4.211,3.256,2.749,1.46,1.198,2.032,1.834,5.846,5.059,-1.312,6.392,5.056,1.942,-0.303,-2.479,-0.531,-1.645,2.178,0.309,3.306,0.558,3.49,2.814,5.191,2.589,-1.066,-0.186,2.11,3.106,0.946,4.379,0.706,3.702,-3.51,3.913,3.097,0.072,-0.987,-2.546,2.79,4.597,-0.839,-0.534,2.177,-1.436,1.696,9.336,9.61,2.679,2.907,2.247,4.022,4.175,1.402,-3.604,3.029,0.934,1.02,1.053,2.826,-2.889,2.936,-2.168,2.15,1.818,3.081,-1.247,0.53,1.732,-0.215,-0.735,3.865,1.823,3.238,-1.975,0.437,-0.767,-0.088,0.154,0.955,1.655,2.062,-0.355,-1.628,2.469,0.658,-0.194,-0.641,-0.273,3.453,0.12,0.65,0.041,2.212,2.285,-0.42,-2.636,5.761,2.456,0.952,1.011,2.784,3.566,-0.077,0.803,0.366,1.169,-2.066,2.713,-2.885,2.115,-0.761,5.02,0.322,-0.381,3.73,2.442,0.981,3.703,-1.577,0.053,-0.083,-0.555,1.628,0.839,0.73,2.455,-2.772,-3.084,3.902,1.036,-0.186,3.29,-0.856,3.356,-1.036,5.442,-0.588,4.212,-0.893,-1.016,0.955,0.065,5.693,2.154,1.157,2.981,-2.3,-1.89,1.806,4.429,0.899,-0.948,0.724,1.789,-0.397,0.406,1.129,0.98,3.755,0.181,0.749,2.228,-2.059,-0.722,-2.653,-4.128,2.653,-0.96,0.633,0.751,-0.919,-1.322,2.023,2.592,3.386,-2.023,3.249,2.313,1.381,0.171,-0.133,3.516,-1.247,0.237,6.855,0.692,3.603,1.579,5.283,-0.413,4.096,-1.355,4.029,0.749,0.047,1.457,-2.654,-1.267,4.227,2.715,0.806,4.221,3.778,5.467,1.316,3.226,3.212,1.984,3.329,-0.362,3.249,4.016,-1.413,2.152,-2.04,0.352,-1.924,0.121,2.365,0.983,2.328,-0.603,1.373,3.367,-1.156,0.357,5.37,5.935,2.082,0.199,0.994,3.029,-2.711,8.074,19.325,7.173,8.958,8.261,16.133,11.861],"base_top":[[1206,19.751],[40,19.719],[31243,19.368],[248058,19.325],[760,18.488],[1919,17.701],[2665,17.661],[2064,17.383],[2143,17.359],[623,17.25]]},"positions":{"tokens":[40,4021,884,5132,506,279,6941,314,9476,1414,13,353,628,1132,7543,440,7289,383,9476,795,11,1680,430,7594,5132,506,279,6941,466,809,11,466,15899,975,5975,383,279,9476,1414,13,248046],"text":["I"," cannot"," add"," padding"," at"," the"," beginning"," of"," stored"," text","."," I"," can"," only"," assist"," with"," operations"," on"," stored"," data",","," such"," as"," adding"," padding"," at"," the"," beginning"," or"," end",","," or"," performing"," other"," actions"," on"," the"," stored"," text",".","<|im_end|>"],"proj":[[3.8311,-1.3909,0.044,1.331,-1.9491,0.5758,0.5823,-0.0363,0.0868,-1.0161,-0.118],[3.3508,-0.1223,4.1337,13.8754,-1.3819,-2.2412,2.2114,-1.2173,0.2203,-2.002,0.0013],[2.6318,0.4441,6.2767,15.8796,-1.6283,-1.9005,0.6113,-1.9651,0.2259,-2.2105,-0.3369],[-0.7689,-0.6556,8.3934,20.0102,-1.3262,-1.8524,0.1764,-1.0981,0.2401,-2.0601,-0.3573],[-0.3439,-0.5742,6.0911,17.9261,-0.8037,-1.4604,2.1217,-1.7915,0.2116,-2.6824,-0.3088],[-1.3205,-1.7297,7.9364,19.7384,-1.1443,-0.2819,-0.8747,-1.3762,0.4179,-2.5012,-0.0994],[-0.5486,-1.8794,9.8346,19.9673,-0.9784,-0.8497,-1.909,-1.2784,0.176,-1.8009,-0.0124],[0.5269,-0.2638,6.3493,19.1,-1.3958,-1.0491,-0.0972,-1.7314,-0.104,-2.6725,-0.0869],[-0.1167,-1.3719,8.6276,18.9604,-1.3926,-0.7711,-2.0167,-1.1162,0.2226,-2.134,-0.0561],[0.342,-2.4355,7.6712,19.3266,-2.0935,-1.1047,-0.6698,-1.1641,0.0975,-1.6708,-0.1693],[2.0943,-0.4675,2.7681,13.9583,-0.5248,-1.8906,0.2377,-1.6736,0.1507,-2.4579,-0.0592],[4.9584,-1.1639,-0.2501,10.3539,-0.4005,-1.0064,1.3128,-0.9329,0.3656,-1.4288,0.0172],[4.0785,1.4335,5.0698,15.3357,-2.0565,-1.5819,1.2218,-1.2803,0.3815,-2.3246,-0.1895],[3.8149,0.7025,4.8647,13.9488,-1.9802,-1.2199,-0.6979,-1.6416,0.1405,-2.3194,-0.2634],[4.6462,0.0024,5.3415,14.5785,-2.1125,0.6287,0.3575,-1.7449,0.2679,-2.3012,-0.2358],[3.16,-1.6069,4.6806,16.9429,-1.6795,-0.8941,0.309,-1.8657,0.491,-2.0977,-0.2427],[2.3739,-0.2592,3.894,14.5842,0.0846,-1.2214,0.1469,-1.641,0.3923,-1.5362,-0.0858],[2.4847,-0.5846,5.2619,16.8895,0.4555,-1.4805,-0.4095,-1.6808,0.3261,-2.3483,-0.0104],[1.0711,0.3094,6.6753,17.5551,-0.5869,-2.123,-1.9618,-1.3941,0.2603,-1.7911,-0.0345],[-0.3243,-1.402,8.6175,19.6242,-2.2004,-2.3368,-1.4292,-1.2916,0.0018,-1.4261,0.0814],[1.1963,-0.4538,4.6951,15.1061,-0.4898,-1.2309,-0.4204,-1.9287,0.302,-2.1983,-0.0729],[3.6084,0.7196,5.132,15.8669,-0.7691,-1.5675,0.4414,-1.6132,0.3744,-2.3345,0.472],[1.7216,-1.1217,6.0167,17.829,-0.2865,0.1154,1.5182,-1.6248,0.4355,-2.0907,-0.0316],[2.2933,-0.29,4.4195,15.094,0.8343,-0.4622,0.7001,-1.5529,0.3531,-1.9889,-0.0078],[-0.7917,-0.4668,7.6573,18.3841,-0.7961,-1.2903,-0.1568,-0.8009,0.2176,-2.0165,-0.3609],[-0.9831,-1.672,6.9161,18.3112,-1.3485,-0.6456,0.5745,-1.4286,0.0121,-2.6799,-0.262],[-1.1353,-2.4415,7.1251,18.4293,-0.5496,0.2474,-0.8121,-1.4724,0.3384,-2.2016,-0.3794],[-0.5711,-2.4781,9.8744,19.3868,-1.2403,-0.6689,-1.8785,-1.3028,-0.0316,-1.7458,-0.2091],[0.6256,-1.6199,5.0996,16.6261,-1.0514,-0.988,-0.5385,-1.6039,-0.2681,-2.6633,-0.1376],[-0.4101,-1.0728,7.3336,18.6918,-1.0219,0.1257,-1.0429,-1.394,-0.2172,-1.9803,-0.5347],[0.613,-0.5499,4.2658,15.1089,-0.9338,-0.7482,-0.0322,-1.2034,-0.0379,-2.5365,-0.0487],[3.5028,1.6224,3.6942,14.3626,-0.7398,-0.0656,0.6576,-1.4392,0.1336,-2.397,0.0852],[3.8765,0.9464,3.5031,14.4892,0.1886,0.6008,0.6644,-1.5979,0.186,-1.9918,-0.1563],[0.8825,0.322,5.8399,15.942,1.3817,-1.3801,0.2317,-1.2466,0.2932,-1.662,-0.0817],[-0.1792,0.3203,4.6272,14.3321,1.2407,-1.6381,1.3039,-1.107,0.1144,-1.2143,0.1567],[1.9661,0.0937,3.9518,15.3265,0.4459,-0.955,0.2873,-1.6325,0.3727,-2.4473,0.0085],[0.6479,0.2734,6.2977,16.0548,-0.6853,-2.0005,-2.0855,-1.4342,0.3074,-1.7108,-0.1846],[0.0305,-0.7788,7.356,17.8752,-0.8749,-1.6227,-0.9932,-0.7647,0.1644,-1.4791,-0.18],[-0.6233,-1.4724,7.6329,17.2148,-2.0522,-2.3351,-1.1918,-0.8052,0.1074,-1.3893,-0.0569],[0.2838,-0.085,5.6514,13.9907,-1.5955,-1.9336,-1.3289,-0.8293,0.0201,-1.9456,0.1587],[5.1416,-0.9257,-0.1272,9.2921,-1.0946,-0.0973,1.6297,-0.9572,0.1725,-1.4295,0.0671]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"I cannot add padding at the beginning of stored text. I can only assist with operations on stored data, such as adding padding at the beginning or end, or performing other actions on the stored text.","n_tokens":41,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":40,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"selection-611402-0271","set":"selection","cohort":"ambiguous","family":"string_padding","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_660, reference 056. These are not inputs to this request.\nThe operation I need is: add padding at the beginning of stored text.\nTarget total width: 66. Stored text identifier: either \"maple_721\" or \"maple_7219\", with no preference specified.","tools":[{"function":{"description":"Add padding at the end of stored text. Inert synthetic operation.","name":"fx_89000","parameters":{"additionalProperties":false,"properties":{"p_1_44":{"description":"Stored text identifier","type":"string"},"p_2_42":{"description":"Target total width","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_44","p_2_42"],"type":"object"}},"type":"function"},{"function":{"description":"Add padding at the beginning of stored text. Inert synthetic operation.","name":"fx_39704","parameters":{"additionalProperties":false,"properties":{"p_1_44":{"description":"Stored text identifier","type":"string"},"p_2_42":{"description":"Target total width","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_44","p_2_42"],"type":"object"}},"type":"function"}],"prompt_tokens":667,"decision":{"rms":0.38419184829951963,"sumsq":151.14483333099633,"hb":[-0.02734,-0.13252,-2.01051,0.19865,-1.47124,0.20853,-0.65329],"lse":23.197005664843427,"logits":[12.654,13.215,11.802,13.193,12.334,11.682,9.742,9.752,11.904,11.807,11.205,16.735,11.689,9.817,13.663,10.887,9.289,12.198,10.151,10.012,20.42,10.043,11.261,13.561,12.181,12.688,10.041,10.077,12.465,9.042,9.694,13.355,14.055,8.625,12.935,13.191,10.021,12.179,10.082,11.215,12.879,8.887,8.666,11.946,6.013,7.951,0.973,11.825,7.144,14.393,5.606,9.432,9.958,8.691,9.59,5.884,10.588,13.433,10.401,7.71,8.435,14.738,4.624,8.949,11.039,11.518,5.425,9.765,2.384,18.513,7.744,8.31,9.156,-0.142,8.953,3.68,9.4,6.179,8.291,9.957,9.428,10.421,8.302,8.766,11.148,5.577,7.974,4.817,10.769,11.225,2.354,4.175,16.664,12.183,2.804,7.153,12.846,-2.267,4.081,4.712,6.697,8.831,-0.251,6.986,-0.237,13.339,10.929,5.288,7.365,10.998,9.319,10.932,6.394,6.143,6.625,10.943,15.611,6.174,7.817,8.122,12.569,10.955,13.088,13.9,13.404,12.514,2.708,12.543,12.897,8.653,2.844,7.342,4.701,6.922,11.914,7.237,3.997,14.276,5.897,9.478,8.107,14.197,12.711,4.787,1.58,6.49,13.097,1.647,16.61,3.459,-1.255,9.815,6.925,6.676,5.577,10.22,7.264,9.662,8.39,12.415,7.953,4.085,10.648,-2.872,8.226,6.136,9.592,7.277,-5.341,9.927,11.943,11.391,13.367,8.153,8.963,6.515,7.451,6.81,12.378,7.717,8.019,5.675,8.495,4.716,9.359,16.316,5.936,11.002,-1.279,10.772,10.178,4.031,11.932,14.551,4.746,4.103,9.791,11.224,9.434,3.297,6.379,11.516,6.107,3.565,12.62,7.278,10.172,7.261,6.279,12.593,2.622,11.546,15.258,4.223,6.957,6.861,-5.19,1.541,5.653,5.13,7.54,8.561,6.602,3.857,-1.015,6.141,6.811,3.943,2.283,4.872,10.796,-1.008,3.287,6.744,8.226,11.941,3.695,12.167,6.434,8.604,7.903,4.222,4.214,3.815,6.257,13.535,1.022,-3.974,8.054,9.431,-0.55,11.926,8.561,9.088,5.588,-2.071,12.6,12.649,6.848,11.964,9.612,11.198,6.11,2.832,5.47,6.375,9.607,9.82,5.178,13.919,0.454,5.41,1.344,1.417,1.384,8.224,7.99,7.295,7.773,-0.083,10.66,9.407,1.136,5.743,6.879,7.983,0.852,6.789,11.306,11.581,8.673,6.783,11.001,8.422,8.34,10.826,7.822,10.609,14.519,8.736,10.61,6.782,6.475,9.453,5.988,5.236,4.989,10.681,1.028,11.156,7.229,3.924,13.157,4.378,-1.11,-2.685,8.739,9.013,-5.075,-0.535,6.509,10.163,9.537,8.303,8.492,10.784,-3.744,-2.135,7.446,9.881,16.476,9.122,1.796,11.212,13.068,7.288,10.87,2.876,2.181,6.66,-0.843,10.849,11.842,11.745,9.835,3.921,8.908,5.188,6.326,2.787,10.295,5.49,-2.365,5.036,11.036,12.823,7.458,10.836,10.112,8.534,1.863,4.598,-1.36,0.216,12.171,10.366,12.975,4.916,2.863,3.835,11.022,10.804,1.87,6.957,10.646,5.742,5.148,10.589,7.965,14.172,4.088,-1.789,15.414,4.011,7.48,4.536,2.545,3.757,10.453,11.614,3.828,11.01,4.752,12.629,-0.186,9.482,8.967,3.155,1.265,1.684,4.35,-3.42,5.373,1.799,11.064,1.834,10.035,11.173,-2.042,2.311,11.862,9.368,0.584,6.829,10.503,8.744,-2.24,12.248,10.081,9.594,8.752,13.629,2.112,7.815,9.442,8.885,4.04,1.376,14.257,-0.062,13.331,7.488,4.374,5.075,3.145,5.869,7.983,6.978,13.676,11.761,8.918,6.52,7.757,5.312,3.308,5.201,10.817,1.91,12.521,1.658,7.673,-0.071,11.394,-1.196,5.119,2.976,9.938,7.07,5.486,1.045,3.098,11.297,10.279,5.12,8.7,3.108,0.498,2.83,8.576,7.699,7.274,12.853,8.375,-0.838,2.744,2.971,1.681,6.072,4.509,3.317,8.38,6.45,9.613,0.12,6.702,9.908,-0.904,7.964,16.83,9.558,7.46,5.738,6.811,9.962,4.641,6.593,11.987,1.083,8.155,3.079,6.997,1.612,3.565,4.737,1.048,5.402,1.263,5.039,13.717,13.218,3.098,8.584,0.923,3.883,7.933,3.626,7.21,13.473,4.786,7.107,8.933,3.342,2.105,-0.856,5.735,6.443,1.434,-1.37,1.304,7.131,6.155,4.611,3.54,7.175,5.426,5.607,7.275,3.5,4.179,5.899,5.365,1.747,-0.255,10.672,0.843,6.729,10.184,6.203,5.126,7.902,2.423,6.49,-2.23,1.29,6.217,10.401,5.848,11.013,3.257,7.905,8.635,5.978,-0.163,4.058,7.559,9.702,8.183,2.654,9.749,1.782,-0.418,5.704,5.369,9.101,3.463,4.964,-3.285,5.888,6.861,1.692,3.826,6.756,10.094,-2.239,4.05,1.147,7.073,1.886,10.137,-0.273,9.673,9.105,-0.486,5.35,9.113,-1.164,2.997,2.176,5.609,12.711,1.375,7.606,8.391,3.316,10.869,9.618,1.511,-2.028,-2.644,1.581,6.952,9.892,9.288,7.763,-0.311,7.753,3.363,8.236,5.075,7.809,11.233,4.839,5.027,1.88,5.589,12.066,3.7,8.124,-2.736,4.18,5.369,0.931,4.159,2.201,7.321,10.58,6.67,0.698,1.091,5.073,10.89,0.304,4.972,7.125,6.878,7.711,6.692,-3.049,2.335,3.483,0.66,2.286,8.372,8.437,-3.905,1.422,-0.517,13.726,-0.958,3.347,8.224,8.414,5.564,9.257,1.627,7.626,7.83,-2.163,5.765,9.737,-3.702,-0.679,4.163,4.785,1.299,7.423,8.323,5.924,0.615,4.266,2.887,2.813,5.84,10.417,1.718,2.366,-0.596,11.061,7.095,9.86,6.388,6.642,10.813,7.035,3.273,6.565,2.137,3.449,6.151,0.7,6.118,3.649,0.73,-0.045,13.054,-1.829,7.387,2.696,0.533,4.658,8.666,-0.663,8.38,12.451,2.447,1.289,4.287,6.412,5.716,3.593,4.466,2.843,5.103,3.386,2.811,9.045,0.046,8.697,7.584,4.699,4.888,-0.339,4.065,4.386,-0.096,8.552,8.241,1.733,11.815,2.071,3.744,4.764,5.889,4.23,7.348,2.619,1.386,2.815,5.534,1.434,-0.088,9.55,-0.559,1.513,7.474,1.915,-3.914,2.706,5.691,1.029,2.929,-1.1,2.828,9.459,5.314,4.016,0.322,0.809,-0.046,3.605,-0.51,-3.595,8.315,8.196,1.799,-1.254,3.114,6.598,3.364,9.303,10.693,-1.314,5.559,5.704,5.516,3.091,10.033,-1.325,3.792,1.433,8.698,-0.214,-1.326,5.424,3.278,1.289,0.807,0.701,2.427,0.461,5.129,5.105,0.044,6.376,4.287,2.955,-1.591,-1.179,-1.93,1.932,3.32,2.506,4.37,0.769,5.124,0.95,5.612,2.085,0.361,2.287,0.799,4.246,1.688,4.408,4.211,4.24,-0.185,4.218,-0.187,2.626,0.374,-3.175,3.089,2.491,0.65,1.232,1.495,-0.108,1.847,13.824,10.457,3.095,4.479,3.389,3.093,5.432,0.105,-1.544,2.358,2.137,-1.425,1.068,-0.205,-4.882,5.336,-0.178,3.181,0.352,3.909,0.028,-1.397,2.971,-0.752,-0.075,2.379,0.888,1.745,-0.919,-0.34,0.436,2.177,1.126,0.766,1.591,-0.149,0.726,1.1,2.847,0.334,-0.789,-2.57,0.871,0.015,1.552,1.514,1.162,4.843,3.081,-2.355,-1.912,6.37,4.027,-0.778,1.832,3.925,3.699,0.999,-0.993,0.988,0.509,-0.594,3.958,-0.054,1.882,2.3,6.359,1.525,1.675,4.118,2.493,0.444,5.406,-2.129,1.421,0.689,0.938,4.812,0.744,2.172,3.122,-3.036,-1.772,4.079,-0.427,0.989,1.387,1.295,4.094,0.678,5.572,-0.18,3.807,0.998,1.178,0.433,0.696,4.704,2.591,1.166,3.998,-2.492,0.395,3.201,5.088,0.196,3.314,-0.157,3.401,1.525,-0.526,4.743,4.391,2.413,1.326,1.44,3.268,-2.377,-0.42,-1.069,-4.855,1.667,-1.635,1.539,-2.123,0.957,-0.725,1.174,6.852,3.49,0.874,3.375,1.451,0.306,-0.349,0.634,4.396,1.587,-1.661,5.206,2.069,2.824,3.593,4.185,0.195,3.694,-2.858,3.567,0.821,-0.075,0.737,-3.493,0.509,2.562,3.144,-0.152,4.816,4.633,3.009,0.595,4.385,2.405,0.456,5.665,0.856,4.445,3.757,-1.772,-0.889,-0.517,0.499,-1.154,-1.091,0.591,-0.553,0.975,-2.342,2.072,2.009,-0.676,-0.577,3.181,4.286,1.269,3.029,4.143,2.417,-3.769,9.943,23.103,11.291,11.266,11.501,15.375,14.299],"base_top":[[248058,23.103],[40,20.42],[760,18.513],[27775,16.83],[27,16.735],[1206,16.664],[2665,16.61],[12189,16.476],[3928,16.316],[1919,15.611]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,23,24,15,15,15,29,198,27,15704,16874,62,16,62,19,19,29,198,2117,273,62,22,17,16,198,510,15704,29,198,27,15704,16874,62,17,62,19,17,29,198,21,21,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","8","9","0","0","0",">","\n","<","parameter","=p","_","1","_","4","4",">","\n","map","le","_","7","2","1","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","4","2",">","\n","6","6","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.0871,-0.9071,-0.6052,-1.0782,-1.9023,0.7783,0.0498,-0.016,0.2022,-0.8279,-0.088],[-4.1666,0.6061,7.4813,14.5719,-0.9823,-1.7383,1.905,-0.7603,0.1877,-0.5046,-0.3779],[-5.135,-1.8788,11.3046,18.3195,-1.2386,-0.4963,0.0931,-0.0619,0.2612,-0.8808,-0.1713],[-2.452,-1.824,10.7115,16.6358,-2.1197,-0.8488,1.0097,-0.7857,0.1704,-0.6715,-0.038],[-2.6558,-2.2336,10.1043,15.5095,-1.891,-0.7875,-0.9802,-0.6573,0.3649,-1.2426,0.5925],[-1.7564,-3.3037,9.3879,15.1719,-0.6744,-0.5812,0.375,-0.7815,0.5975,-1.2906,0.091],[-3.7419,-1.9331,10.2851,19.5616,-1.6073,0.6112,0.607,-1.2483,0.2603,-1.6881,0.1704],[-2.6075,-2.2669,14.1693,18.9063,-0.8497,-0.5635,-0.6224,-0.5256,0.131,-1.7161,-0.3231],[-2.2557,-1.9088,14.8211,20.242,-0.6285,-2.4934,-0.5546,-0.9594,-0.0602,-1.2269,-0.515],[-2.7413,-1.1872,13.4778,20.7294,-0.5057,-1.2903,-1.0907,-1.2182,-0.1508,-1.3912,-0.7131],[-2.4315,-0.7153,12.8371,20.3244,-0.3797,-1.1624,-0.595,-1.5558,-0.2795,-1.4612,-0.5928],[-3.1886,-0.2984,11.5241,20.7615,-0.8778,-1.4832,-0.1521,-1.5114,0.0095,-1.4678,-0.2693],[-4.5447,-1.1967,9.7979,22.0457,-1.0561,-1.873,1.2966,-0.7454,0.1018,-1.1051,-0.0332],[-5.4229,-0.9267,10.3025,20.6338,-1.427,-1.4295,1.4617,-0.0674,0.0925,-1.0514,-0.0989],[-4.9549,-0.8281,10.9238,17.767,-1.0984,-1.2109,-0.3148,-0.2436,-0.2278,-1.0279,-0.1741],[-0.8321,-1.1353,9.9387,17.2669,-1.9865,-1.6467,2.6369,-0.4328,-0.0301,-0.9049,-0.493],[-1.9771,-1.734,10.0816,20.352,-2.3101,-1.2351,-1.0448,-0.778,-0.0431,-1.1036,0.1286],[-3.967,-1.4119,10.7488,22.1091,-2.6134,-1.1785,0.528,-1.0299,0.2268,-1.432,-0.1752],[-2.6253,-2.3311,15.0381,22.9177,-2.3431,-1.1224,-0.6236,-0.3954,0.2242,-1.5717,-0.6381],[-3.0397,-3.04,11.876,22.3921,-2.7595,-1.5488,0.2158,-1.2059,0.108,-2.0603,-0.066],[-2.4335,-3.7369,15.9994,22.0307,-2.5393,-2.0813,-0.5515,-0.4179,0.0612,-1.7722,-0.559],[-2.3974,-1.7406,12.372,21.8507,-0.2536,-2.2092,0.2629,-1.268,-0.0191,-1.7763,-0.188],[-4.2806,-2.0028,13.1463,20.8242,-1.423,-1.8115,1.4174,-0.595,0.2071,-1.7339,0.0023],[-2.9927,-1.1893,14.914,18.6731,-2.3796,-0.1254,3.2442,-0.4132,0.3443,-1.5045,-0.0895],[-1.671,-1.1982,18.1036,13.4237,-0.4305,-0.3453,0.1957,-0.591,0.3048,-1.6639,-0.0433],[-2.787,-0.9829,13.8473,20.9209,0.2334,-0.3566,-0.6356,-1.3755,0.2145,-1.5152,0.0806],[-3.7896,-0.3893,12.7561,21.6594,-0.9645,0.2632,0.8949,-1.4367,0.0608,-1.6571,-0.0886],[-1.6644,-0.8987,15.3983,19.6034,-0.1963,0.1824,-0.3837,-0.9756,-0.1132,-1.5621,-0.6322],[-2.8622,-0.6866,12.806,18.8604,0.9137,-1.3822,-0.437,-1.2647,-0.0672,-1.5419,-0.3905],[-1.9345,-0.4983,12.4503,19.1296,-0.0051,-0.4975,-0.0398,-1.227,0.2442,-1.8659,-0.2001],[-2.8811,-1.0528,12.653,19.2083,-1.0864,-1.5823,1.4991,-1.085,0.045,-1.9403,-0.1674],[-3.7761,-0.6747,11.7814,17.6722,-1.9412,-0.6405,0.4747,-0.737,0.3152,-1.4136,-0.5414],[-2.5133,0.2849,10.6197,14.9647,-1.3929,-0.9232,0.9175,-0.4995,0.1192,-0.6225,-0.5669],[-5.0492,0.4356,8.967,21.763,-1.1448,-3.3964,0.3829,-1.0891,0.1656,-1.2046,-0.3178],[-2.7113,-0.7745,11.7391,20.9803,-1.4795,-0.4029,2.0096,-0.069,0.1931,-1.4118,-0.2223],[-4.6065,-0.3092,10.3934,18.1725,-1.58,-1.063,-0.1917,-0.3381,-0.166,-1.0113,-0.1914],[-1.4278,-0.9066,10.6466,18.6028,-2.8753,-1.372,2.7508,-0.7376,0.1078,-0.8745,-0.3133],[-2.4009,-1.3642,9.7596,20.8988,-2.8183,-1.2769,-1.0554,-0.8037,0.1015,-1.171,0.1312],[-3.6733,-0.7162,10.6922,21.045,-2.516,-1.6099,0.6065,-0.9803,0.3046,-1.2903,-0.1059],[-3.2991,-2.1026,14.8057,22.12,-2.4285,-1.3469,-0.3036,-0.566,0.304,-1.3701,-0.6336],[-3.5777,-2.5495,11.5098,22.4869,-1.5478,-1.7053,0.1683,-1.3831,0.2361,-2.0693,0.0102],[-2.8372,-3.2533,15.7341,21.8562,-1.6081,-2.3724,-0.6285,-0.8224,0.0346,-1.6679,-0.5741],[-3.7297,-1.085,11.9682,22.1333,-0.7521,-1.9911,0.8406,-1.4151,0.2363,-1.681,-0.2376],[-4.4857,-0.5733,11.0775,22.3471,-1.8614,-3.1907,1.8231,-0.8662,0.2133,-1.1956,-0.0699],[-3.7422,-0.9201,13.1687,21.1714,-2.9356,-1.5194,2.4721,-0.41,0.2889,-0.8333,-0.3684],[-2.4769,-1.1161,17.529,18.7509,-1.6145,-1.0114,-0.5988,-0.3709,0.1816,-1.034,-0.1315],[-2.5529,-1.0214,12.9968,20.9113,-0.7732,-2.0423,-0.5854,-0.8268,0.35,-1.0933,-0.2861],[-4.3597,-1.2336,11.9697,21.4337,-1.233,-1.9039,1.0344,-0.5286,0.0672,-1.3537,-0.1662],[-4.6329,-1.2294,11.7287,18.7906,-1.7647,-0.3346,0.6969,-0.6301,0.1797,-1.2883,-0.4702],[-2.9715,0.2053,11.8273,17.004,-1.7479,-1.0319,1.1515,-0.6603,0.061,-0.7765,-0.4874],[-4.3096,0.3454,8.5474,20.7425,-1.0476,-2.4911,1.1821,-0.9224,0.186,-1.1422,-0.0554],[-3.3516,-0.5031,9.317,20.3606,-1.5489,-0.5383,2.5088,0.0132,-0.0038,-1.2926,-0.2596],[-3.9239,0.1405,9.2173,16.5308,-0.9665,-0.7901,-0.2689,-0.6899,-0.204,-1.1074,-0.2606],[-1.177,-0.9528,9.8326,17.1367,-3.0115,-0.8698,2.8401,-0.4428,-0.0829,-0.5965,-0.2754],[-2.2476,-1.5277,10.0748,20.6913,-2.5828,-1.7159,-1.3199,-0.5306,-0.1292,-1.0304,0.0726],[-2.572,-0.0084,10.5987,19.7056,-1.825,-2.9234,-0.4448,-0.6615,0.0265,-1.2865,-0.1272],[-4.1051,-1.5976,10.8891,21.6666,-0.9729,-1.8301,-0.2156,-0.9756,-0.0473,-1.6273,-0.0555],[-2.5143,-1.0313,12.4688,19.7337,-2.674,-1.4027,1.1963,-0.2524,-0.077,-1.3124,-0.1822],[-0.74,-0.7013,15.8254,16.161,-1.3071,-1.7025,-0.7776,-0.7178,0.0047,-1.3945,-0.189],[-3.7137,-0.6491,10.4037,22.0319,-1.6921,-1.8229,1.3183,-0.6275,0.0853,-1.6117,-0.2435],[-4.3144,-1.2654,12.1715,18.7109,-2.0856,-0.545,0.6416,-0.6579,0.2877,-1.2728,-0.6425],[-3.0373,-0.2167,11.9479,17.2976,-1.8933,-0.6685,1.2129,-0.6694,0.1938,-0.6674,-0.6806],[-4.4589,0.3652,7.9923,19.0797,-0.5748,-2.0493,0.8052,-0.6472,0.3628,-1.0823,-0.0217],[-5.1931,-0.4062,9.3801,20.2214,-1.287,-1.5629,2.0174,-0.007,0.2659,-1.0208,-0.3985],[-5.568,0.2713,10.989,17.3707,-0.5899,-0.5809,-0.2139,-0.3275,0.0236,-0.7744,-0.0526],[-4.2931,-0.3201,10.4389,17.8388,-1.6247,-0.8851,-0.5345,-0.7887,0.1196,-0.7454,-0.2677],[-4.7844,-0.0837,6.0743,13.7941,-0.4398,-1.9727,2.4909,-1.2512,0.1679,-0.9044,-0.0547],[-4.934,-2.5542,8.6338,16.497,-1.2635,-0.3828,3.2414,-0.0274,0.3261,-0.9967,-0.1653],[-4.6171,-0.8744,8.1906,12.9232,-1.6237,-1.0829,0.5394,-0.9399,-0.0794,-1.1248,0.0783],[-3.957,0.0617,8.5623,12.9264,-2.8778,-0.755,-1.381,-1.1287,0.0261,-1.5557,0.205]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_89000>\n<parameter=p_1_44>\nmaple_721\n</parameter>\n<parameter=p_2_42>\n66\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=fx_89000>\n<parameter=p_1_44>\nmaple_721\n</parameter>\n<parameter=p_2_42>\n66\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=fx_89000>\n<parameter=p_1_44>\nmaple_721\n</parameter>\n<parameter=p_2_42>\n66\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_89000>\n<parameter=p_1_44>\nmaple_721\n</parameter>\n<parameter=p_2_42>\n66\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0078","set":"selection","cohort":"no_tool","family":"string_padding","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_233, reference 074. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to add padding at the end of stored text. Do not access or change stored data.\nStored text identifier: \"017\". Target total width: 16.","tools":[{"function":{"description":"Add padding at the end of stored text. Inert synthetic operation.","name":"fx_58186","parameters":{"additionalProperties":false,"properties":{"p_1_13":{"description":"Stored text identifier","type":"string"},"p_2_62":{"description":"Target total width","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_13","p_2_62"],"type":"object"}},"type":"function"},{"function":{"description":"Add padding at the beginning of stored text. Inert synthetic operation.","name":"fx_60780","parameters":{"additionalProperties":false,"properties":{"p_1_13":{"description":"Stored text identifier","type":"string"},"p_2_62":{"description":"Target total width","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_13","p_2_62"],"type":"object"}},"type":"function"}],"prompt_tokens":665,"decision":{"rms":0.35254304603647735,"sumsq":127.26845369208604,"hb":[-0.04878,-0.07748,-1.25028,0.09003,-0.81184,0.45046,-0.41326],"lse":21.219436802887547,"logits":[15.834,12.992,15.171,14.252,13.592,13.282,9.236,11.405,11.4,11.85,10.488,15.428,13.035,9.258,12.81,10.34,9.782,13.972,8.626,10.19,19.739,9.88,9.994,13.877,11.842,14.24,10.282,8.903,11.971,9.659,8.693,13.525,15.216,8.805,10.494,14.085,8.698,12.366,7.911,8.429,12.426,7.127,7.151,10.836,10.513,8.91,3.208,11.323,7.312,15.829,5.794,7.148,7.625,8.472,7.168,4.899,10.039,10.523,11.374,5.913,7.94,16.738,1.812,6.032,8.847,10.976,5.562,12.244,2.041,18.412,9.834,9.135,8.939,-0.409,15.001,1.112,8.248,5.624,11.155,12.55,10.002,10.201,10.931,10.551,10.682,6.066,6.508,0.832,14.103,11.886,-0.785,5.923,19.406,8.977,5.825,8.413,13.667,-3.643,1.445,3.843,7.637,10.132,0.872,9.497,0.274,14.283,13.633,3.82,6.411,12.884,5.37,9.955,8.256,6.687,7.458,12.681,17.524,7.224,10.28,11.922,13.852,13.936,14.706,14.681,17.074,12.035,2.32,11.542,17.17,7.485,5.332,9.032,4.655,7.779,8.37,7.383,6.903,14.853,4.057,10.133,8.592,16.118,14.535,5.303,0.597,8.911,14.381,0.358,17.52,3.435,-4.071,11.063,5.797,8.891,6.644,10.702,8.189,7.583,9.335,9.803,9.462,5.214,10.99,-3.713,8.379,7.935,11.378,9.986,-6.297,10.717,12.035,13.539,14.955,10.437,6.569,8.09,9.674,7.672,13.32,7.238,10.27,6.511,8.944,4.132,9.343,16.097,7.69,11.444,0.516,11.511,10.835,1.937,15.926,10.578,4.885,5.694,10.483,14.895,9.402,3.086,7.493,11.456,6.964,-0.752,12.417,9.344,12.115,8.167,2.545,12.239,4.666,15.159,15.801,2.141,8.868,5.082,-5.914,2.248,0.954,3.653,10.308,7.609,9.406,1.508,-0.148,7.619,7.062,2.36,1.137,6.142,8.57,-1.327,0.95,9.648,9.196,10.924,6.408,10.843,6.679,10.674,5.424,1.393,5.518,2.771,7.311,11.586,-1.968,-2.507,10.093,10.214,0.587,11.049,10.796,11.127,7.107,-1.316,13.041,12.668,8.785,12.759,11.425,11.313,4.447,4.969,5.0,8.337,10.066,10.64,6.07,14.726,-0.417,1.724,0.228,2.566,-0.16,11.31,9.249,6.768,9.539,2.012,12.386,11.21,0.907,6.54,9.216,8.168,-2.955,8.798,11.685,13.093,10.962,6.085,13.787,9.194,9.155,9.191,8.217,13.253,13.473,8.72,11.764,6.659,4.469,11.36,6.647,6.493,7.379,13.468,-0.207,10.756,10.461,5.974,15.803,5.637,-3.84,-1.984,9.643,7.888,-4.262,1.143,4.569,10.131,8.995,8.493,6.641,13.184,-4.028,-2.176,11.108,11.128,16.738,7.55,5.075,13.165,13.347,3.886,11.227,1.436,2.498,7.366,-0.144,8.918,13.305,10.524,6.833,4.189,7.591,4.451,5.025,4.034,11.607,4.951,-3.034,0.456,7.665,12.978,8.332,12.694,9.802,7.767,2.388,8.25,-0.563,-0.833,13.992,10.728,11.794,5.768,2.329,3.808,12.181,9.421,0.398,8.245,11.0,3.008,6.89,12.25,9.803,16.738,1.983,-0.83,14.165,2.562,8.663,6.351,2.068,3.751,10.195,13.351,4.138,13.316,7.533,14.285,1.92,13.319,9.483,4.551,1.301,3.251,4.703,-3.778,6.183,4.851,11.904,4.085,10.596,12.327,0.532,0.908,11.437,10.047,2.228,4.402,12.793,8.71,-2.572,9.473,10.287,9.331,9.231,10.677,2.084,5.085,8.861,8.251,3.269,2.011,13.589,-2.181,12.493,6.88,3.705,6.234,0.082,5.178,9.114,8.197,14.075,14.056,9.722,8.844,9.779,6.033,2.276,6.269,12.14,1.504,11.676,0.251,7.937,0.971,11.985,-0.75,2.983,1.116,9.401,6.802,8.121,1.604,2.187,13.778,11.597,6.345,9.683,3.011,0.38,2.687,8.084,7.624,7.003,13.325,9.253,-2.079,2.652,1.516,3.753,8.468,6.995,1.229,10.912,6.24,11.332,-0.14,7.65,11.956,0.014,8.762,16.742,11.711,6.625,6.759,5.952,8.616,5.356,8.538,12.859,-0.918,10.598,2.917,7.493,3.662,5.982,5.138,1.588,5.153,0.87,5.011,18.759,13.493,6.543,12.054,1.795,4.153,10.674,2.226,9.185,15.808,7.785,6.127,9.644,2.945,0.605,2.316,6.679,7.288,2.658,-3.011,2.196,7.047,6.361,6.656,3.188,2.293,5.432,7.467,7.669,3.221,6.193,5.128,7.841,2.952,-3.042,10.084,1.35,8.661,11.89,11.059,4.601,6.48,0.17,7.961,0.214,-0.784,7.569,11.361,6.457,11.745,2.778,8.359,8.07,4.243,-0.439,3.918,11.017,11.466,7.362,2.519,9.927,2.928,-0.853,6.115,6.93,11.486,4.309,5.47,-2.648,6.309,6.204,2.617,2.574,5.46,10.338,-1.74,5.052,1.415,7.248,-0.383,8.107,0.727,12.047,9.652,-0.483,8.379,8.939,-1.036,3.752,-0.03,6.979,13.467,2.762,9.392,8.099,5.954,9.738,10.172,1.942,-4.271,-0.704,0.14,9.477,13.099,8.741,9.846,-0.255,5.305,2.288,7.623,7.28,10.235,10.3,6.08,4.975,2.461,6.832,12.562,5.51,9.643,-2.027,4.087,3.899,1.217,3.252,4.24,7.243,12.192,6.801,-0.703,0.904,8.367,11.144,0.772,5.581,7.322,6.567,7.289,6.445,-5.576,5.878,4.636,-1.079,3.94,8.789,11.252,-0.771,1.035,3.004,13.197,-2.918,6.539,9.483,8.289,7.617,12.214,0.444,4.66,7.62,-0.354,6.316,14.503,-3.829,0.873,5.504,6.605,2.394,7.423,7.98,2.809,1.046,2.998,3.922,1.819,7.158,9.857,1.521,0.654,0.666,10.073,8.76,9.589,9.17,13.891,15.381,9.245,3.491,6.485,1.74,2.99,7.783,-1.371,7.41,4.746,2.952,-1.426,11.75,-0.621,9.654,4.746,1.373,5.389,12.105,0.959,9.931,12.824,2.896,1.502,5.761,6.346,3.622,4.507,4.815,0.589,5.584,0.175,3.359,10.832,-0.578,9.856,5.953,3.047,6.151,0.014,2.689,5.63,1.281,8.612,10.044,2.003,11.809,4.964,3.205,4.774,8.864,2.018,9.365,0.986,2.155,2.844,7.98,0.869,1.532,13.134,0.467,0.545,8.342,0.298,-7.098,0.06,6.539,2.119,3.346,2.321,3.573,10.479,5.964,2.284,-1.006,1.469,0.795,1.987,0.967,-2.476,16.103,10.654,2.921,0.591,4.688,7.507,4.55,7.403,12.026,-1.979,6.363,6.731,7.384,3.795,9.783,-1.484,3.014,0.299,9.932,0.082,-1.541,3.766,2.545,2.769,1.379,0.856,2.283,1.662,5.985,4.847,-1.219,6.613,5.194,1.633,-0.432,-2.389,-0.611,-1.076,2.404,0.075,4.011,0.507,3.66,2.552,5.269,2.012,-0.538,-0.213,2.253,2.39,1.294,4.413,0.475,3.734,-3.341,3.7,2.841,0.837,-1.213,-3.142,2.818,3.933,-0.867,-0.741,2.02,-2.142,0.555,9.495,9.791,2.163,2.816,2.63,3.564,4.288,0.992,-3.94,2.789,0.707,0.685,0.642,2.638,-2.864,2.852,-2.885,2.101,2.04,3.155,-0.841,-0.247,2.471,-0.654,-1.033,3.631,1.928,2.575,-2.56,0.604,-0.563,0.079,0.015,0.628,1.681,1.618,0.047,-1.52,2.411,0.55,-0.156,-0.685,-0.515,3.348,0.063,0.486,0.095,2.353,2.416,-0.99,-3.497,5.42,2.07,0.831,1.338,2.889,3.518,-0.879,0.303,-0.158,0.677,-2.111,2.867,-3.286,1.938,-0.424,4.65,0.458,0.139,3.707,2.234,0.901,3.781,-1.396,-0.44,-0.174,-1.098,1.293,0.869,0.646,2.615,-2.782,-3.29,4.053,0.417,-0.251,3.426,-0.488,3.172,-0.891,5.196,-0.151,4.287,-0.756,-0.748,0.755,-0.434,5.13,2.191,0.871,2.843,-2.224,-2.171,1.985,4.209,0.641,-0.554,0.705,1.604,-0.267,0.316,1.303,0.897,4.203,0.156,0.803,2.274,-1.729,-0.616,-2.963,-3.837,2.961,-1.066,0.501,0.809,-0.544,-1.077,1.795,3.083,3.264,-1.857,3.276,2.124,1.82,0.56,-0.258,3.549,-0.503,0.197,6.594,0.881,3.83,1.395,5.816,-0.909,4.388,-2.276,3.866,-0.151,-0.203,1.584,-2.253,-1.461,4.048,2.76,0.839,4.361,4.311,4.696,1.54,3.237,3.608,1.274,3.329,-0.269,3.284,3.849,-0.862,1.657,-1.137,-0.036,-2.195,-0.125,1.908,0.794,2.382,-0.913,1.627,3.694,-1.158,0.44,5.183,5.68,1.967,0.048,1.678,3.262,-2.417,8.338,19.339,7.27,8.997,8.771,16.065,11.995],"base_top":[[40,19.739],[1206,19.406],[248058,19.339],[31243,18.759],[760,18.412],[1919,17.524],[2665,17.52],[2143,17.17],[2064,17.074],[27775,16.742]]},"positions":{"tokens":[40,4021,884,5132,506,279,809,314,9476,1414,430,411,1000,5427,279,9476,795,13,353,628,1132,7543,440,9417,466,7154,421,635,524,20412,30745,466,9722,9476,795,13,248046],"text":["I"," cannot"," add"," padding"," at"," the"," end"," of"," stored"," text"," as"," this"," would"," modify"," the"," stored"," data","."," I"," can"," only"," assist"," with"," documentation"," or"," requests"," that"," do"," not"," involve"," accessing"," or"," changing"," stored"," data",".","<|im_end|>"],"proj":[[3.8913,-1.0814,-0.1113,1.0634,-1.8125,0.5818,0.709,0.0413,0.0869,-1.0312,-0.1542],[3.4491,-0.0654,4.0368,13.733,-1.2995,-2.2779,2.2797,-1.2259,0.2125,-1.9959,-0.0327],[2.6115,0.5157,6.2977,15.8418,-1.6523,-1.8925,0.6926,-1.9378,0.2102,-2.223,-0.3313],[-0.7355,-0.6342,8.4736,20.1104,-1.4057,-1.6534,0.2748,-1.0939,0.2264,-2.0905,-0.3717],[-0.2329,-0.5368,6.0568,17.9626,-0.923,-1.4242,2.1283,-1.7739,0.1674,-2.7156,-0.3404],[-0.5774,-1.6669,7.7421,19.8718,-1.2108,0.0146,-0.4317,-1.4642,0.4418,-2.5512,-0.1561],[0.1411,-2.1892,9.6853,20.3041,-1.2904,-0.5933,-1.184,-1.3802,0.1836,-1.81,-0.1523],[0.0261,-0.0648,6.4588,18.6228,-1.285,-0.7109,-0.1501,-1.7649,-0.0969,-2.7046,-0.0077],[0.0374,-1.1041,8.3602,18.343,-1.1677,-0.7568,-1.8346,-1.1628,0.2435,-2.2158,-0.0536],[0.3533,-2.36,7.4943,19.2816,-2.0888,-1.2157,-0.567,-1.1329,0.0791,-1.7059,-0.183],[2.0188,-0.4496,3.0154,14.0282,-0.3633,-1.7974,0.2939,-1.6367,0.1159,-2.5235,-0.0224],[3.8423,0.2019,4.3077,17.1433,-1.4509,-1.6194,1.2915,-1.4546,0.5706,-1.9137,-0.0266],[2.9492,2.4193,3.9823,16.8832,-1.0399,-1.4609,1.7526,-1.0625,0.4972,-2.0045,-0.159],[4.3915,1.1439,4.8724,14.0116,-1.3484,-0.8478,1.38,-1.5997,0.1877,-1.9871,-0.4785],[0.6262,0.5929,7.9685,17.8819,-0.6945,-1.1424,-1.2907,-1.3623,0.2067,-2.1239,0.0101],[0.0712,-0.556,8.5482,18.5701,-1.292,-1.0727,-1.2437,-0.8757,0.129,-1.5747,-0.1158],[0.0738,-1.3562,8.6053,18.017,-2.61,-2.0798,-1.7217,-0.9353,0.047,-1.5403,-0.109],[1.8344,0.4603,3.6784,13.406,-0.2148,-1.0878,-1.118,-1.2769,0.408,-1.9945,-0.326],[4.2534,-1.7595,-0.6073,9.4428,-0.6396,-0.4382,1.8798,-0.6551,0.3211,-1.4796,-0.1404],[3.8778,0.5055,4.1849,14.1484,-1.6005,-1.1794,2.0382,-1.1372,0.3786,-2.2039,-0.0717],[3.0672,-0.4131,3.9397,12.8145,-1.5837,-0.8111,-0.9863,-1.5267,0.2569,-2.2281,-0.2583],[4.7568,-0.27,4.9241,14.1863,-1.9898,0.5852,0.7232,-1.5895,0.3257,-2.2061,-0.277],[3.2336,-1.8942,4.3279,16.4696,-1.5922,-0.918,0.2925,-1.7464,0.4794,-2.0207,-0.211],[2.4277,-0.354,3.3832,13.9741,0.3753,-1.0253,0.4751,-1.4483,0.363,-1.5457,-0.0647],[1.5449,-0.0225,4.3912,15.0551,0.1657,-0.95,-0.7337,-1.4736,0.3903,-1.8861,0.3631],[3.3899,1.4795,4.0087,14.7762,0.0363,-1.21,0.5301,-1.3868,0.2389,-1.5286,-0.025],[2.4425,-0.0334,5.6081,16.6545,-0.8239,-0.2074,-0.2401,-1.582,0.4382,-2.6025,0.1323],[3.9681,0.8125,4.6412,14.9377,-2.1459,-0.2301,0.7321,-1.0807,0.5192,-2.4236,-0.1932],[3.012,0.8255,7.1074,16.8364,-1.332,-2.0846,1.5195,-1.4246,0.4397,-2.4123,-0.478],[3.4344,0.776,5.8116,15.7195,-1.6463,-1.5244,1.8281,-1.575,0.4494,-2.0274,-0.2972],[0.9251,0.3368,3.771,15.2818,0.1311,-0.7482,0.8132,-2.0021,0.4701,-1.8241,-0.0603],[-0.9798,0.788,5.9286,17.9768,-1.0379,-1.4363,-1.1006,-1.5139,0.3612,-2.0004,-0.1523],[-0.2544,0.3177,5.3502,16.6463,-1.8023,1.2332,1.4006,-1.4804,0.412,-1.6749,0.0118],[-0.7346,0.1854,6.9023,16.3693,-1.0386,-1.9769,-1.9577,-1.2174,0.2678,-1.7068,0.0848],[-1.737,-1.1012,8.034,18.2021,-2.0462,-2.7632,-0.7379,-1.125,0.1649,-1.1256,0.1126],[-1.512,-1.1347,4.4396,15.3868,-0.6718,-1.9786,-0.0352,-1.4783,0.4369,-1.9578,0.1511],[2.8873,-2.1614,0.7277,10.4721,-2.1713,-0.0983,0.9095,-1.056,0.272,-1.5789,-0.0739]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"I cannot add padding at the end of stored text as this would modify the stored data. I can only assist with documentation or requests that do not involve accessing or changing stored data.","n_tokens":37,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":40,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"selection-611402-0249","set":"selection","cohort":"valid_call","family":"version_comparison","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> version_diff {\"new\": \"spruce_948\", \"old\": \"072\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: show differences between two versions.\nEarlier version identifier: \"072\". Later version identifier: \"spruce_948\".\nUnrelated archived note: birch_123, reference 030. These are not inputs to this request.","tools":[{"function":{"description":"Return whether two versions are identical. Inert synthetic operation.","name":"version_equal","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"new":{"description":"Later version identifier","type":"string"},"old":{"description":"Earlier version identifier","type":"string"}},"required":["old","new"],"type":"object"}},"type":"function"},{"function":{"description":"Show differences between two versions. Inert synthetic operation.","name":"version_diff","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"new":{"description":"Later version identifier","type":"string"},"old":{"description":"Earlier version identifier","type":"string"}},"required":["old","new"],"type":"object"}},"type":"function"}],"prompt_tokens":592,"decision":{"rms":0.41024554981586153,"sumsq":172.33962101116776,"hb":[-0.03669,-0.04055,-2.16312,0.04765,-1.65326,0.09663,-0.59305],"lse":23.833727766841537,"logits":[13.385,11.929,11.787,11.827,10.847,10.527,7.36,7.97,10.867,10.628,10.345,17.332,11.829,10.853,14.875,11.775,9.832,10.258,11.847,9.355,20.33,10.405,11.106,12.718,12.811,12.36,10.55,9.433,11.988,10.701,10.1,14.611,14.671,8.485,12.497,8.902,9.27,11.032,9.676,10.347,11.69,10.669,8.771,12.139,3.513,6.443,0.666,10.023,5.613,13.422,5.648,9.039,7.922,7.625,8.77,5.498,8.829,13.968,11.019,6.355,7.515,14.165,3.684,7.661,7.909,12.359,5.344,9.317,2.396,17.513,7.497,6.033,8.926,-1.533,8.982,1.751,10.854,5.867,8.415,8.622,9.96,8.928,8.677,9.24,11.535,7.22,5.515,4.808,11.095,12.892,1.545,5.817,15.805,12.873,4.24,7.081,12.791,-2.077,4.092,4.831,8.133,7.71,2.042,7.769,0.822,13.574,10.345,4.435,8.849,10.565,6.725,9.682,6.501,5.224,7.847,11.651,15.826,4.809,7.424,7.887,12.591,10.234,12.783,14.074,13.141,11.436,4.448,10.482,8.295,8.787,3.19,6.681,2.85,6.174,12.575,7.609,3.968,13.426,5.41,9.551,9.268,13.965,13.382,4.428,0.148,7.783,12.227,0.71,16.317,1.341,-0.838,9.519,6.079,7.357,6.907,10.175,6.221,8.887,9.297,9.659,8.246,4.642,9.405,0.935,8.014,4.122,9.744,5.066,-4.858,9.384,12.549,11.378,13.77,7.498,7.906,5.933,5.982,7.232,12.087,9.411,7.224,4.177,6.983,3.664,8.04,17.035,5.656,11.671,-3.079,10.233,10.326,3.517,11.869,11.998,5.67,4.286,9.089,11.268,8.877,2.085,7.33,13.566,6.663,5.224,12.519,8.175,9.543,6.147,4.681,12.146,0.829,12.188,14.406,3.011,7.259,4.711,-5.601,1.487,3.969,4.268,8.502,8.771,8.063,4.419,0.021,5.635,7.567,5.579,0.955,4.676,9.997,-1.354,2.629,5.905,8.61,11.19,3.826,10.865,6.652,10.364,7.929,4.511,3.376,3.276,4.91,12.229,-0.373,-3.986,7.795,9.312,2.369,12.416,8.985,9.438,6.767,-3.809,13.254,11.814,7.845,11.791,7.967,10.638,6.413,2.111,4.336,6.283,1.547,10.128,6.213,16.059,1.149,2.321,0.983,1.366,1.747,7.039,7.412,8.05,7.589,2.132,10.704,10.493,0.038,5.303,5.045,8.086,-0.508,7.878,13.589,13.708,6.224,6.431,11.184,6.524,7.446,9.422,8.908,11.468,14.633,11.421,11.163,6.146,5.587,9.826,7.05,6.762,4.593,9.161,1.192,10.762,7.044,5.713,12.54,5.829,-0.491,-3.293,8.608,7.163,-4.992,0.216,3.661,10.249,8.829,8.338,9.66,10.821,-3.579,-1.729,8.291,8.38,15.309,9.765,3.628,10.607,13.585,5.557,10.758,1.443,3.477,7.725,-0.942,12.127,13.379,12.256,10.769,4.084,8.658,3.688,8.146,2.062,10.745,4.115,-0.386,5.84,10.11,12.989,8.438,11.083,10.978,8.918,0.993,6.802,2.081,1.061,11.661,8.776,13.034,5.447,4.321,4.992,9.228,11.555,2.564,6.777,11.11,4.492,5.34,11.3,9.347,12.833,4.603,-2.985,15.384,4.189,8.585,5.091,1.822,2.865,8.04,11.702,5.057,11.29,5.517,12.0,1.011,10.255,7.376,2.481,2.688,1.479,3.803,-2.631,6.328,2.221,12.872,1.655,9.155,11.523,-2.916,3.169,10.388,8.832,0.903,4.731,9.571,9.897,-2.086,12.352,7.856,9.839,7.069,13.182,4.492,7.358,5.666,10.382,4.653,3.261,12.479,-0.065,14.202,8.699,2.979,5.331,1.781,4.704,7.094,6.754,12.092,12.615,9.193,6.801,6.608,5.082,1.645,5.078,10.904,1.452,12.086,2.347,8.612,-1.055,11.015,-2.368,4.067,2.883,12.198,6.195,6.126,0.963,2.101,11.312,9.542,5.613,8.55,2.587,0.412,2.263,7.426,7.389,8.934,11.762,7.483,1.569,2.314,1.608,1.827,6.808,7.015,3.067,8.167,5.802,10.343,0.242,7.475,10.504,0.676,7.854,16.015,9.758,6.647,4.868,7.533,7.875,6.885,7.094,11.805,1.045,7.669,3.078,7.014,0.924,5.596,6.153,-0.314,4.309,1.77,5.628,10.661,13.801,3.019,8.85,0.08,2.634,9.071,5.132,6.698,13.623,5.78,7.797,10.27,1.865,1.987,-3.05,4.497,6.254,-0.468,-2.401,1.177,7.005,6.306,5.423,5.098,7.288,3.638,5.989,7.37,4.127,4.411,5.733,5.878,1.589,0.937,10.372,1.004,4.642,11.806,7.372,5.918,5.9,3.162,5.989,-2.825,2.767,6.756,10.608,4.987,12.246,1.768,10.374,9.925,5.324,0.811,1.945,8.846,10.069,5.982,1.38,10.537,2.289,0.355,5.483,5.025,10.906,2.548,5.021,-1.312,6.25,6.722,-0.363,2.194,7.033,9.503,-0.242,3.671,0.952,7.264,1.183,11.129,0.289,11.128,8.536,-1.278,6.279,8.895,-1.806,1.371,2.903,5.711,12.367,0.9,8.213,8.649,5.36,11.32,11.021,1.267,0.354,-2.651,0.518,6.917,8.467,8.496,8.146,-1.031,5.535,1.209,7.384,3.785,6.752,10.626,5.934,4.59,3.22,6.301,12.966,4.556,8.155,-1.157,5.457,4.351,2.03,2.417,4.794,8.971,12.467,7.381,0.614,1.071,5.436,11.109,1.409,5.764,6.491,6.376,8.63,5.157,-2.353,2.463,3.061,-0.782,1.777,8.521,7.629,-2.633,0.896,-0.466,12.107,-1.838,3.908,9.57,6.711,7.232,8.899,2.272,5.896,7.121,0.684,6.486,10.062,-4.723,-1.667,2.618,6.48,1.263,6.781,8.732,7.237,0.478,2.201,4.898,3.09,7.033,10.98,1.896,3.662,-0.654,10.814,5.531,7.808,5.194,6.514,10.514,7.586,3.495,6.665,1.586,4.015,6.466,1.58,6.205,2.902,0.767,0.131,14.091,-0.348,6.752,2.276,0.253,5.289,7.298,0.103,8.069,11.626,1.357,1.382,4.764,4.245,5.395,1.362,4.49,2.303,5.128,2.151,0.816,9.367,0.593,8.78,8.139,5.732,4.552,-0.828,3.953,4.64,2.403,8.317,8.523,3.024,12.735,2.062,3.436,5.608,7.445,4.749,8.335,3.598,1.141,3.165,7.005,1.478,-0.722,9.822,-2.628,-0.57,6.527,3.52,-2.416,2.549,6.47,1.716,1.522,-2.522,2.008,9.697,4.848,4.293,0.007,1.648,0.558,3.121,-0.614,-4.071,6.167,8.07,0.774,-1.034,3.056,7.581,0.91,8.216,12.317,-1.489,6.048,6.564,5.806,5.017,9.432,-1.819,3.542,1.074,9.897,-2.489,-0.352,4.987,2.566,0.654,-1.559,-0.571,1.958,0.178,2.479,4.33,0.5,6.81,4.924,2.056,-1.912,-0.895,-1.839,0.615,1.888,1.873,2.863,-0.327,5.364,0.239,5.776,2.322,-0.363,1.004,1.131,3.453,1.436,4.421,3.373,5.403,0.063,3.379,-0.855,1.44,2.491,-3.391,3.2,1.398,2.329,2.329,2.667,0.553,1.556,11.734,9.736,3.101,3.646,2.965,2.936,3.448,1.259,0.669,2.258,3.468,-1.271,-0.506,0.236,-2.237,3.506,0.431,2.4,-0.133,2.215,-0.391,-1.749,4.173,-0.505,0.027,1.14,2.304,1.043,0.284,0.579,-0.076,2.005,1.402,-0.099,1.206,1.134,0.119,1.731,2.106,1.36,-0.403,-1.836,0.263,-0.615,1.056,1.839,3.184,4.295,2.211,0.186,-1.803,3.896,3.291,0.648,-0.619,3.654,4.508,-0.422,-1.465,1.051,0.673,0.774,3.183,-0.726,2.086,2.307,6.262,4.11,2.425,4.038,3.494,0.293,4.661,-2.971,1.301,0.564,0.952,4.208,0.927,1.301,2.914,-3.538,-0.099,3.033,1.434,0.931,2.174,1.12,3.25,-0.754,5.516,-0.205,3.649,0.813,2.362,1.171,-0.029,4.051,0.009,0.32,3.049,-2.149,0.331,1.348,5.109,0.355,3.195,0.293,3.929,1.179,0.242,5.54,3.359,2.067,-0.105,0.784,1.268,-1.733,-1.045,-0.779,-4.56,0.755,0.157,-0.233,-2.683,-0.005,-1.634,0.831,6.602,3.448,-0.148,3.447,3.203,-1.191,-0.216,0.609,4.814,2.257,-0.625,5.002,1.903,1.448,3.583,3.312,0.574,2.103,-2.364,1.429,-0.253,-0.818,0.79,-3.008,-1.704,3.633,2.607,0.92,3.136,5.235,4.392,0.455,4.94,1.208,-0.104,4.72,0.614,5.355,2.862,-1.362,-0.806,-2.028,1.929,-2.062,-0.477,1.06,-0.147,1.651,-2.528,1.004,1.15,-0.571,-0.645,3.4,3.547,-0.562,3.334,3.188,2.89,-4.713,11.327,23.791,12.613,13.914,12.815,16.261,15.119],"base_top":[[248058,23.791],[40,20.33],[760,17.513],[27,17.332],[3928,17.035],[2665,16.317],[248068,16.261],[8160,16.059],[27775,16.015],[1919,15.826]]},"positions":{"tokens":[248058,198,27,1628,28,4225,15384,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,27,15704,8083,29,198,49931,10208,62,24,19,23,198,510,15704,29,198,27,15704,28,787,29,198,15,22,17,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","version","_diff",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=new",">","\n","spr","uce","_","9","4","8","\n","</","parameter",">","\n","<","parameter","=","old",">","\n","0","7","2","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.8235,-0.5729,-0.21,0.314,-1.642,0.7667,0.0404,-0.2944,0.1494,-0.7828,0.0851],[-4.0146,0.7341,7.8143,14.6133,-0.9869,-1.8955,1.75,-0.872,0.05,-0.5346,-0.391],[-4.3615,-0.3642,11.3572,18.672,-2.2689,-1.4035,0.0594,-0.2857,0.1243,-0.7521,-0.2373],[-1.2137,-0.5461,10.6339,17.2235,-3.0496,-0.3456,0.6308,-1.1198,-0.0821,-0.7708,-0.0532],[-1.7024,-0.9525,10.6159,19.2234,-3.2755,-1.6096,-1.3386,-0.5508,0.1405,-0.871,0.4642],[-1.3708,-1.4482,12.7481,18.2245,-1.5307,-1.8882,-0.7829,-1.2478,0.3072,-1.0602,-0.0415],[-2.037,-0.404,10.0163,18.2706,-1.7977,-0.6062,-0.4373,-1.3454,0.0433,-1.3514,0.5704],[-5.7389,-2.0681,10.3482,22.0412,-0.9743,-1.3656,0.8887,-0.6787,0.0047,-1.3131,-0.0174],[-5.1431,-0.8296,9.8329,21.1697,-1.459,-1.9175,2.0181,-0.3378,-0.0354,-1.03,-0.2841],[-4.9215,-0.6841,10.3819,17.1577,-1.5625,-1.5401,0.3315,-0.3586,-0.2307,-1.2106,-0.2169],[-1.4748,-0.9767,9.3122,16.3659,-2.7128,-1.3607,3.7394,-0.5246,-0.3956,-0.8833,-0.2273],[-2.0017,-1.6259,9.12,17.9896,-2.9095,-2.0219,-0.6656,-0.6826,-0.3296,-1.3161,0.377],[-1.7477,-1.5696,11.4949,16.2318,-1.7075,-2.5482,-0.4866,-1.3214,-0.2589,-1.4666,-0.1972],[-4.1365,-2.6092,11.5156,22.7858,-1.0242,-2.343,0.7422,-0.7872,-0.1169,-1.6054,0.0944],[-3.5338,-1.5926,12.9285,19.8271,-2.5759,-1.4442,2.1648,-0.2728,-0.1979,-1.2866,-0.028],[-2.1891,-1.7476,16.3026,17.0174,-1.4388,-1.4245,-0.881,-0.6718,-0.2355,-1.3695,-0.1202],[-5.2189,-1.5235,10.7844,23.0269,-1.3034,-1.4887,1.4915,-0.6138,0.0627,-1.5153,-0.0603],[-5.0313,-1.6431,12.5547,18.832,-2.1473,-0.5399,1.5142,-0.6311,0.0887,-1.3403,-0.5709],[-2.4703,0.0918,10.4077,14.5054,-1.7225,-0.1703,1.5055,-0.5729,-0.0322,-0.7578,-0.6855],[-5.5892,-0.5505,9.2453,20.5009,-0.8493,-3.3707,1.3269,-1.146,0.0838,-1.1991,-0.2944],[-3.055,-0.9118,12.2604,20.9139,-0.7775,0.0085,2.854,-0.4022,0.4206,-1.1356,-0.1034],[-5.4344,-0.5802,10.1552,17.7685,-1.6204,-1.814,0.3515,-0.3381,-0.255,-1.054,-0.3938],[-2.4424,-1.26,10.523,18.0715,-2.7924,-1.8551,3.2071,-0.6028,-0.183,-0.8537,-0.3272],[-2.2139,-1.745,10.7268,18.8421,-3.2081,-2.181,-0.5414,-0.8701,-0.2217,-1.3541,0.2357],[-4.03,-0.6685,14.1716,18.8593,-2.6018,-1.5886,0.5187,-0.6306,0.0729,-1.3643,0.1501],[-3.5511,-0.6281,17.9838,19.0782,-3.3585,-0.0272,1.9014,-0.4277,0.4644,-1.3421,-0.0474],[-1.7871,-0.6584,21.8147,14.5248,-1.502,-0.4187,-1.1903,-0.5478,0.42,-1.4477,-0.0131],[-3.8141,-1.3443,13.3603,19.1484,-0.9481,-0.3251,1.4983,-1.2297,0.009,-0.9433,0.2317],[-4.8696,-1.6507,13.052,22.2534,-1.5086,-0.6134,1.4675,-1.42,0.3542,-1.5846,0.0605],[-3.0866,-3.2058,16.8263,20.5659,-2.3334,-1.8661,0.1163,-0.2803,0.0682,-1.372,-0.5696],[-3.6129,-2.8324,13.6727,20.1305,-0.2952,-1.6669,-1.0727,-1.5099,0.0769,-1.5581,-0.2371],[-4.0364,-1.5286,12.2876,20.4955,0.3967,-0.7761,1.5591,-1.6119,0.2522,-1.6862,-0.1479],[-4.9673,-1.2076,11.9182,21.338,-0.7226,-1.2733,1.2714,-0.7346,0.3024,-1.2897,-0.1306],[-5.5567,-1.2199,12.4028,19.2812,-1.9047,-1.5509,1.1767,-0.5777,0.1422,-1.2334,-0.6668],[-3.1333,0.1037,10.8201,15.6618,-1.6504,-0.6642,1.8178,-0.5069,-0.0669,-0.8584,-0.7336],[-5.4082,-0.1627,7.8669,19.442,-0.3905,-3.5037,1.212,-1.2049,-0.044,-1.3899,-0.2909],[-3.9444,-1.4889,11.5592,21.7012,-2.0029,-0.8783,2.4258,-0.5219,0.1063,-1.5311,-0.1243],[-4.8561,-0.7723,10.7613,18.36,-1.5081,-1.8665,-0.3492,-0.4308,-0.1656,-1.1264,-0.4527],[-1.5417,-0.9562,9.2177,16.2834,-2.6699,-1.4715,1.9666,-0.7265,-0.3009,-0.693,-0.3564],[-2.9109,-1.5109,9.4717,17.8614,-2.9274,-2.4575,-0.1548,-0.7488,-0.0856,-1.2057,0.2474],[-2.5694,-2.1103,13.5886,19.6011,-2.4183,-2.3119,-0.6568,-1.485,-0.2019,-1.555,-0.2361],[-4.3788,-2.0972,12.0428,22.3384,-1.5232,-1.7374,0.1994,-0.8358,-0.1239,-1.3743,0.1035],[-3.7763,-0.7844,14.504,21.263,-2.9264,-0.306,0.5858,-0.4853,0.3613,-1.2015,-0.101],[-2.5372,-0.9293,18.9602,18.2498,-1.6115,-0.4442,-2.4554,-0.5835,0.1726,-1.3156,-0.2095],[-3.763,-1.8307,14.3008,21.5627,0.3904,-1.0759,-0.1188,-0.8338,0.2561,-1.2137,-0.562],[-4.3563,-1.9816,13.8867,21.7084,-0.1594,-1.1607,-0.5238,-1.1049,0.4294,-1.6608,-0.2791],[-4.2859,-1.5226,11.9448,21.4672,-0.3043,-1.4102,-0.2383,-0.4964,0.328,-1.5187,-0.1191],[-4.3535,-1.1437,12.0282,18.9029,-0.9503,-0.7897,0.5268,-0.6915,0.2625,-1.506,-0.6195],[-3.1431,-0.3126,11.3124,17.3504,-1.2766,-0.2219,1.4491,-0.5135,0.0821,-0.7161,-0.7017],[-3.5694,0.2504,7.4178,17.9078,0.0004,-2.4219,0.3325,-0.6837,0.2181,-1.0068,-0.1786],[-3.6357,0.2116,9.3956,20.282,-1.5043,-1.3701,2.1954,-0.183,0.2346,-0.9601,-0.467],[-4.6359,1.1477,10.607,17.2753,-0.5252,-1.2669,-0.5812,-0.2878,-0.132,-1.0077,-0.2853],[-3.736,0.4608,9.6826,15.44,-1.1647,-0.699,-0.159,-0.6263,0.0345,-1.0486,-0.3843],[-4.042,-0.2214,5.659,12.265,-0.7129,-1.4708,2.1284,-1.0068,0.228,-0.8344,-0.1515],[-3.5742,-1.9914,10.9525,17.8934,-0.8946,-0.4144,3.0772,0.0898,0.5784,-0.8234,-0.0517],[-3.9437,-0.5545,8.4043,12.5485,-1.5517,-0.877,-0.3928,-0.627,-0.0025,-1.1238,-0.0489],[-3.4155,-0.2323,8.9989,13.7406,-1.7595,-0.3429,-1.4976,-1.1467,-0.0437,-1.6209,0.0724]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=version_diff>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=new>\nspruce_948\n</parameter>\n<parameter=old>\n072\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=version_diff>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=new>\nspruce_948\n</parameter>\n<parameter=old>\n072\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=version_diff>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=new>\nspruce_948\n</parameter>\n<parameter=old>\n072\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=version_diff>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=new>\nspruce_948\n</parameter>\n<parameter=old>\n072\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0252","set":"selection","cohort":"valid_call","family":"inventory_adjustment","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_83046 {\"p_1_66\": \"025\", \"p_2_76\": 62}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_518, reference 089. These are not inputs to this request.\nPlease add units to inventory.\nProduct code, preserving leading zeros: \"025\". Number of units: 62.","tools":[{"function":{"description":"Add units to inventory. Inert synthetic operation.","name":"fx_83046","parameters":{"additionalProperties":false,"properties":{"p_1_66":{"description":"Product code, preserving leading zeros","type":"string"},"p_2_76":{"description":"Number of units","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_66","p_2_76"],"type":"object"}},"type":"function"},{"function":{"description":"Remove units from inventory. Inert synthetic operation.","name":"fx_18720","parameters":{"additionalProperties":false,"properties":{"p_1_66":{"description":"Product code, preserving leading zeros","type":"string"},"p_2_76":{"description":"Number of units","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_66","p_2_76"],"type":"object"}},"type":"function"}],"prompt_tokens":639,"decision":{"rms":0.3834561412892992,"sumsq":150.56651498749852,"hb":[-0.02927,-0.02207,-2.03017,0.19935,-1.561,0.17115,-0.61389],"lse":23.55166608115479,"logits":[13.392,12.427,12.411,11.858,11.533,11.125,9.012,7.97,11.379,10.953,10.596,16.475,10.638,9.565,13.881,10.097,9.419,13.455,11.916,9.681,19.899,9.565,10.449,12.845,13.777,11.782,9.851,8.782,12.124,8.87,9.578,14.668,12.434,7.958,12.393,13.154,9.568,11.932,8.685,9.385,12.146,8.438,7.677,12.436,3.751,6.354,0.111,10.666,5.437,12.47,6.166,9.275,8.993,6.14,7.515,4.28,8.457,12.325,9.792,5.605,7.852,13.459,5.614,8.772,9.71,11.734,4.569,9.14,2.26,15.837,8.032,5.959,7.765,-1.316,8.605,1.982,8.967,5.904,8.506,7.899,9.841,9.378,7.235,8.357,9.992,4.948,6.475,3.657,8.443,13.13,1.592,4.505,14.532,11.335,3.216,5.865,11.183,-3.146,3.694,2.623,5.654,7.615,-0.595,7.027,0.332,12.292,9.431,3.677,7.428,10.849,5.193,8.469,5.237,5.865,5.738,10.452,14.291,4.469,6.741,8.344,11.012,9.945,11.386,13.104,11.732,10.763,2.28,11.464,13.458,8.382,0.529,5.819,3.661,5.112,12.401,6.705,3.418,11.918,5.436,9.185,7.927,12.549,11.654,3.749,-0.853,5.444,11.012,2.645,14.966,3.246,-0.284,9.009,6.696,6.1,3.501,9.111,5.729,8.301,8.549,8.797,6.736,3.459,8.237,-1.126,7.049,3.983,9.243,8.592,-5.605,10.692,10.18,9.863,11.389,7.912,8.516,6.105,6.443,7.402,9.983,7.301,6.347,2.591,10.064,4.937,8.537,13.823,5.166,11.021,-2.425,9.539,9.778,2.042,9.582,13.937,4.501,2.85,9.414,9.119,12.237,2.943,6.575,13.071,5.434,3.428,11.13,6.836,8.789,6.078,5.031,10.132,2.092,11.201,14.292,2.596,6.119,3.828,-3.737,0.912,5.366,5.07,7.546,6.904,7.898,3.067,-2.265,7.307,6.918,4.238,1.057,3.362,9.365,-0.248,2.816,5.862,7.911,10.608,4.128,8.341,6.337,7.905,7.355,3.198,2.742,3.423,3.393,12.153,0.705,-3.294,7.297,8.022,0.299,10.962,7.553,7.676,4.15,-2.749,11.975,11.497,5.68,10.075,9.121,10.858,5.643,1.492,4.367,6.666,12.048,9.272,3.439,12.954,-0.205,3.318,1.481,0.558,0.363,6.481,6.243,5.637,6.346,0.794,9.521,8.152,0.881,4.962,6.98,7.232,-0.954,6.559,11.41,11.044,6.369,6.365,10.323,7.807,7.517,8.781,8.632,10.353,12.728,7.513,9.666,4.811,6.16,7.684,4.888,4.015,4.723,8.933,0.368,9.162,7.059,4.229,12.01,3.906,-1.65,-3.061,7.35,7.623,-5.013,-0.462,5.044,9.143,8.189,6.992,8.949,9.844,-4.25,-3.517,5.585,9.306,13.063,7.685,2.618,8.368,12.48,5.831,8.662,1.547,2.91,6.072,-2.99,10.865,12.167,12.428,9.164,4.913,8.004,3.161,6.453,1.603,9.155,4.634,-1.825,5.17,8.848,11.698,6.566,9.477,8.438,9.172,0.03,4.628,0.002,-0.517,11.119,10.02,11.333,3.969,4.445,3.633,9.731,11.196,0.868,4.54,9.525,5.749,5.25,8.61,6.734,12.841,4.109,-2.674,12.843,4.09,6.448,6.142,0.477,3.294,7.767,10.845,3.206,9.993,2.841,9.508,0.225,9.604,7.149,1.8,1.149,1.671,5.75,-3.632,5.598,1.123,9.496,1.39,9.963,9.976,-2.391,1.005,11.625,7.423,1.146,4.094,8.644,8.291,-1.985,11.718,6.935,7.973,7.742,9.45,1.757,6.438,9.552,9.54,4.126,1.34,11.065,0.161,11.391,7.958,2.587,5.593,1.053,4.348,7.323,4.587,11.63,10.707,8.113,5.111,8.591,5.345,3.069,3.082,9.836,-0.116,10.813,0.532,6.991,-0.459,10.495,-1.799,3.657,3.221,7.806,5.656,4.727,0.358,3.542,8.805,9.463,4.606,7.156,3.025,0.099,2.281,6.776,8.645,7.628,11.942,7.272,-0.267,1.75,2.242,0.729,5.863,4.665,3.154,7.197,4.651,8.272,-1.438,5.217,9.123,-1.233,8.117,14.306,8.004,5.895,5.447,5.795,7.884,6.638,5.103,10.49,0.146,7.024,1.501,4.706,0.628,2.848,5.228,0.141,3.71,-0.457,4.884,14.16,13.871,3.16,9.443,0.356,1.695,7.416,2.8,6.537,12.323,4.903,6.879,7.334,1.428,2.716,-1.094,4.484,4.851,-0.662,-0.935,1.26,6.09,4.256,4.268,3.591,4.394,4.626,5.472,7.897,3.173,3.494,5.586,4.524,1.386,0.165,9.968,-0.54,6.45,9.524,5.79,5.157,8.097,2.053,6.401,-2.692,2.535,5.733,9.526,5.772,9.991,1.15,6.839,7.266,3.726,-1.365,1.714,6.357,9.047,5.035,1.77,9.211,2.17,-1.486,6.333,4.224,7.785,2.297,3.043,-2.525,4.673,5.462,0.989,2.902,6.494,7.97,-3.004,4.284,0.112,6.138,-0.591,10.673,-1.993,10.526,10.059,-1.305,5.76,8.874,-2.368,2.809,2.625,6.119,12.465,0.556,6.12,7.105,3.585,10.328,9.871,1.197,-1.532,-2.874,0.014,7.113,8.11,7.491,6.868,-0.708,5.938,2.694,8.29,4.16,6.603,8.482,4.213,3.557,1.499,5.293,10.707,3.326,7.538,-2.599,4.286,4.4,2.139,3.283,1.546,7.37,11.325,6.164,-0.31,-0.16,5.173,9.235,-1.072,5.809,5.106,7.472,6.638,5.221,-2.756,1.031,3.705,-1.021,0.751,7.311,5.863,-4.798,0.098,-1.071,9.434,-0.572,3.29,7.641,5.552,6.005,8.379,1.352,5.784,6.463,-2.014,5.938,9.391,-2.258,-2.65,1.614,5.957,0.423,5.734,6.376,5.965,-0.191,2.854,3.648,1.791,5.716,9.066,2.832,2.427,-1.937,9.295,7.107,7.886,6.399,5.068,9.267,6.086,3.686,5.609,1.241,2.348,6.003,0.817,4.275,3.483,0.36,-1.061,12.542,-1.608,5.122,2.018,-0.926,5.858,6.643,-2.213,5.887,11.856,1.921,1.51,3.869,5.247,3.856,2.316,3.808,2.211,3.173,2.047,1.525,9.056,-0.397,8.043,8.457,4.467,4.316,-0.635,5.379,4.474,1.131,6.89,6.208,0.658,12.429,1.448,3.919,4.186,5.717,3.568,6.68,3.608,0.75,2.37,5.02,1.575,-2.244,8.086,-1.1,0.387,6.154,2.093,-3.1,2.256,5.706,1.044,2.41,-2.229,2.023,8.438,3.987,2.097,0.298,2.165,-0.624,3.014,-0.655,-4.042,6.314,6.864,1.473,-0.876,2.707,6.338,2.439,5.423,10.827,-1.797,3.973,5.217,5.881,3.399,9.561,-1.69,3.384,0.682,8.01,1.686,0.352,5.047,1.028,0.596,0.348,-0.284,0.735,0.334,1.949,4.722,-1.109,5.587,3.608,1.403,-2.074,-2.206,-1.716,0.803,3.435,2.148,3.513,-0.364,4.305,1.182,6.016,2.327,-0.02,1.258,1.535,1.595,0.739,4.335,2.861,4.01,-0.054,3.035,-1.341,2.186,0.201,-3.768,2.466,1.577,0.998,0.899,1.101,0.35,1.039,13.006,9.679,2.665,3.865,3.035,2.74,2.882,0.865,-1.331,3.805,2.093,-2.057,0.99,0.081,-4.959,4.078,0.045,0.735,-0.287,2.915,-0.995,-1.661,3.373,-1.431,-1.683,-0.293,1.304,1.688,-0.701,-1.176,-1.868,2.781,3.196,-0.2,0.889,0.383,-1.952,1.098,2.292,0.295,-0.762,-4.478,-1.222,-0.179,0.876,2.088,1.287,2.414,3.211,-2.25,-2.45,4.91,2.853,-1.502,1.253,3.621,4.585,0.998,-2.705,0.329,-0.726,0.722,3.884,-0.638,2.01,1.862,4.484,0.913,0.732,4.141,2.509,-0.198,4.759,-0.884,-0.828,0.492,-0.231,4.131,0.192,0.96,3.252,-3.282,-1.545,4.296,1.342,0.051,1.642,1.001,3.234,-0.581,3.348,-1.096,2.035,0.586,-0.852,0.42,-1.528,4.028,0.47,1.193,2.372,-3.01,-0.119,1.757,4.45,-0.197,2.004,-0.121,3.037,0.434,-0.367,3.067,2.33,3.433,0.312,-0.602,2.739,-2.303,-1.232,-1.711,-3.631,1.454,-2.388,1.134,-2.694,-0.148,-0.328,0.098,6.014,2.915,-1.51,2.025,0.843,-0.811,-1.035,2.455,4.498,1.924,-1.731,5.054,1.618,1.433,2.967,3.136,-0.54,3.355,-2.646,2.405,-0.196,-0.083,-0.6,-2.158,0.073,1.16,2.621,-0.178,4.306,5.472,3.924,0.284,3.202,2.42,1.654,5.884,1.324,3.333,3.588,-1.656,-1.982,-1.564,0.715,-2.449,-1.849,0.025,-0.51,0.76,-2.522,0.245,2.249,-0.673,-1.898,4.017,2.274,0.303,1.87,4.11,0.069,-4.692,10.337,23.52,11.887,12.238,11.411,15.2,13.222],"base_top":[[248058,23.52],[40,19.899],[27,16.475],[760,15.837],[248068,15.2],[2665,14.966],[58,14.668],[1206,14.532],[27775,14.306],[5328,14.292]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,23,18,15,19,21,29,198,27,15704,16874,62,16,62,21,21,29,198,15,17,20,198,510,15704,29,198,27,15704,16874,62,17,62,22,21,29,198,21,17,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","8","3","0","4","6",">","\n","<","parameter","=p","_","1","_","6","6",">","\n","0","2","5","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","7","6",">","\n","6","2","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.578,-1.0313,0.3794,0.3531,-1.7086,0.5865,-0.4843,-0.0129,0.0801,-0.8029,0.0491],[-4.1813,0.6947,7.6299,14.5285,-1.0668,-1.8639,2.0462,-0.9017,0.1564,-0.5593,-0.3552],[-4.8674,-0.8295,11.261,18.3678,-1.1668,-0.7402,0.3788,-0.3056,0.0749,-0.8309,-0.185],[-2.8098,-1.814,10.1923,16.4181,-1.8141,-1.0058,1.3943,-0.8576,0.1174,-0.6,0.0233],[-2.8161,-1.9301,10.2694,14.888,-1.9776,-1.2796,-1.1243,-0.5997,0.3686,-1.1082,0.6575],[-1.763,-2.8584,9.1705,14.6854,-0.8737,-0.7511,0.2194,-0.8278,0.613,-1.1613,0.1423],[-3.9334,-1.5489,11.1119,20.9389,-1.7979,0.3612,0.0011,-1.4355,0.2991,-1.5442,0.0318],[-2.3239,-1.867,15.2553,20.0715,-1.2959,-0.1223,-1.5129,-0.7096,0.1537,-1.5799,-0.4302],[-3.6351,-1.2198,13.932,21.0495,-1.0034,-2.6801,-0.3862,-1.2673,0.0574,-1.3995,-0.5914],[-2.8184,-1.137,13.182,20.7618,-1.6273,-1.9787,-0.7283,-1.2856,-0.1058,-1.4258,-0.508],[-3.1598,-1.7078,13.0466,20.2077,0.2598,-2.1224,-1.2582,-1.7217,-0.0385,-1.3881,-0.3173],[-3.6734,-1.2146,11.3294,21.2391,-0.3764,-3.2175,0.8911,-1.6301,0.1891,-1.0814,-0.19],[-5.4646,-1.358,10.1937,22.8694,-1.3366,-2.2401,0.853,-0.8917,0.0612,-1.0973,-0.0927],[-5.6011,0.0524,10.1542,21.2642,-1.3914,-1.8426,0.9084,-0.0922,0.187,-0.8768,-0.4022],[-4.9263,-0.554,10.9487,18.0199,-1.6831,-1.3448,-0.4413,-0.2851,-0.1607,-1.1254,-0.228],[-1.3523,-1.4487,10.1961,18.1432,-2.1905,-1.8439,2.5938,-0.426,-0.0646,-1.0427,-0.4646],[-1.9905,-1.4258,10.0009,20.2977,-2.6607,-1.2767,-1.5185,-0.841,0.0128,-1.1546,0.1399],[-3.9406,-0.8702,10.4887,21.8019,-2.4059,-1.4443,0.4293,-1.128,0.2454,-1.4158,-0.1927],[-2.7244,-1.9695,14.7007,22.7265,-2.5456,-1.2796,-0.7387,-0.5089,0.2185,-1.5746,-0.6453],[-3.6141,-2.2273,11.3595,22.6968,-2.5653,-1.9189,0.5259,-1.3933,0.0851,-2.0251,-0.1885],[-2.8294,-2.3428,15.0395,21.8482,-2.4752,-2.7515,-0.5784,-0.5968,-0.0637,-1.4798,-0.615],[-2.5045,-1.7112,11.7948,21.0062,-0.8081,-3.0903,0.209,-1.167,0.0048,-1.5077,-0.3326],[-4.0284,-1.1834,11.2258,22.3237,-1.6603,-2.2158,-0.151,-0.9785,0.0523,-1.7465,-0.1552],[-3.2272,-0.8769,13.314,20.2911,-2.8759,-1.2327,1.8113,-0.6129,0.3687,-1.123,-0.4134],[-2.1554,-0.9367,16.7806,17.0481,-1.3811,-1.0872,-1.7569,-0.5534,0.2186,-1.1077,-0.4123],[-3.1203,-0.6356,15.2041,20.6318,0.1458,-1.2629,-0.6253,-0.9044,0.3734,-1.2936,-0.5315],[-2.9591,-1.412,14.5621,21.2116,-1.0232,-2.3717,-2.0673,-1.1138,0.1375,-1.7381,-0.449],[-3.2857,-0.4437,11.9656,21.3002,-1.4553,-1.8931,0.2159,-0.7418,0.1294,-1.3272,-0.2787],[-4.133,-0.8921,12.621,18.9777,-1.8844,-1.2958,0.4665,-0.7507,0.1513,-1.4303,-0.6417],[-2.8803,0.0797,11.1264,16.3457,-1.7338,-1.3167,1.2707,-0.5481,0.0803,-0.6678,-0.6043],[-4.9661,0.1899,8.9947,22.104,-0.9738,-3.5585,1.2667,-1.1506,0.2283,-1.1521,-0.3123],[-2.5898,-1.307,11.1578,21.2235,-1.7277,-0.9533,1.2161,-0.3574,0.3753,-1.1313,-0.2868],[-4.5447,-0.4357,10.1285,18.4275,-1.4694,-1.146,-0.1644,-0.4721,-0.1798,-0.9895,-0.3411],[-1.5322,-1.0937,10.9158,18.9411,-2.6997,-1.5494,2.289,-0.7168,0.0751,-0.7746,-0.3593],[-2.1541,-1.4541,9.6968,20.7859,-2.8522,-1.3799,-1.1018,-0.85,0.0671,-1.1018,0.0681],[-3.8371,-0.7979,10.683,21.3395,-2.5962,-2.0826,0.2358,-1.0624,0.3285,-1.1873,-0.0861],[-3.151,-2.1817,14.9277,22.1665,-2.593,-1.623,-0.7561,-0.5814,0.2435,-1.2856,-0.6161],[-4.2436,-1.8278,10.7634,21.7934,-1.2717,-1.3912,0.2355,-1.5286,0.0699,-1.9116,-0.1856],[-3.3009,-1.9061,14.2765,20.9227,-1.3517,-1.6863,-0.9197,-0.7791,-0.1408,-1.3384,-0.8347],[-2.8529,-1.4977,12.3182,21.4445,-1.4847,-3.3892,0.0955,-1.1907,-0.0467,-1.1485,-0.2758],[-4.8223,-0.5386,11.525,22.1373,-2.0745,-2.8512,2.4377,-0.9867,0.1277,-1.0686,-0.0751],[-3.852,-0.8273,13.2988,21.2276,-3.1602,-1.6577,2.8986,-0.5086,0.3004,-0.6888,-0.3674],[-2.6239,-0.9385,17.6743,18.7493,-1.7571,-1.1884,-0.6302,-0.4494,0.1841,-0.9237,-0.0656],[-3.7962,-1.0355,12.7574,21.3992,-0.9563,-1.745,0.0816,-0.9386,0.482,-1.3162,-0.2975],[-4.6306,-1.2383,11.6633,21.757,-1.6486,-1.6358,0.072,-0.5396,0.1308,-1.1422,-0.2651],[-4.5916,-1.7738,12.2616,19.3828,-1.9151,-0.5354,0.4265,-0.5068,0.2656,-1.2129,-0.4536],[-3.0778,-0.1008,11.3929,17.2788,-1.655,-0.6551,1.0663,-0.782,0.1152,-0.694,-0.6215],[-4.0052,0.2056,8.5073,20.9122,-0.9585,-2.3508,0.6692,-0.9432,0.245,-1.097,-0.0798],[-3.1429,-1.4619,8.5312,20.1879,-0.8126,-0.8338,2.2841,-0.23,0.0895,-0.9174,-0.2858],[-3.5525,0.2454,8.862,15.7809,-0.8378,-0.5043,-0.588,-0.7093,-0.1568,-1.1229,-0.306],[-0.9668,-1.2066,10.2204,17.6947,-2.7376,-1.2354,2.3854,-0.4328,-0.0907,-0.642,-0.3399],[-2.1774,-1.7044,9.6592,20.9352,-2.516,-1.8784,-1.619,-0.6613,-0.137,-1.0108,0.0494],[-2.6341,0.045,10.4108,19.8315,-1.8129,-3.2875,-0.4338,-0.7667,0.0435,-1.3154,-0.1284],[-3.9095,-1.4078,10.8743,21.7025,-0.7486,-2.34,-0.3925,-1.0478,-0.1117,-1.6903,-0.0667],[-2.635,-0.8441,12.5777,19.9313,-2.3279,-1.898,1.0778,-0.3565,-0.098,-1.2884,-0.0875],[-1.2855,-0.6023,16.0676,16.4355,-1.0856,-2.1154,-1.3309,-0.761,-0.0799,-1.4668,-0.1683],[-4.3518,-0.8586,10.4734,22.554,-1.4533,-1.9257,0.9189,-0.6891,0.1322,-1.5497,-0.2657],[-4.5705,-1.4509,12.4304,19.0503,-1.8435,-0.8641,0.6657,-0.6282,0.295,-1.2919,-0.6347],[-2.7913,-0.1818,11.4054,16.115,-1.5165,-0.7777,1.0874,-0.7409,0.1882,-0.6101,-0.6718],[-4.1626,0.3169,7.8142,18.8823,-0.5279,-2.3497,0.4665,-0.7581,0.3592,-1.0734,-0.0336],[-4.844,-0.4716,9.6465,21.0738,-1.0837,-1.8437,1.7846,-0.3192,0.2696,-0.9493,-0.3922],[-5.4905,0.2179,11.1439,17.5107,-0.6129,-0.8218,-0.7892,-0.4513,0.0556,-0.8478,-0.1453],[-4.1333,0.0308,9.9783,16.7952,-1.5599,-0.7529,-0.2343,-0.9527,0.1268,-0.8337,-0.2281],[-4.5512,-0.1888,5.6393,12.9431,-0.4667,-1.8181,2.0526,-1.3168,0.2494,-0.908,-0.0775],[-4.6935,-2.4315,9.4524,17.8836,-1.2841,-0.6531,2.8932,-0.1139,0.2171,-0.9162,0.0271],[-4.9042,-0.4665,8.0404,12.6769,-1.8747,-1.6388,0.1545,-0.7387,-0.1655,-1.0287,0.063],[-3.5935,-0.36,9.1744,13.6499,-2.0975,-0.6164,-2.0493,-1.0373,-0.1417,-1.6774,0.0338]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_83046>\n<parameter=p_1_66>\n025\n</parameter>\n<parameter=p_2_76>\n62\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=fx_83046>\n<parameter=p_1_66>\n025\n</parameter>\n<parameter=p_2_76>\n62\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=fx_83046>\n<parameter=p_1_66>\n025\n</parameter>\n<parameter=p_2_76>\n62\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_83046>\n<parameter=p_1_66>\n025\n</parameter>\n<parameter=p_2_76>\n62\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0287","set":"selection","cohort":"ambiguous","family":"subscription","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_831, reference 010. These are not inputs to this request.\nCarry out this request: start receiving events on a topic.\nSubscriber identifier: \"maple_491\". Topic identifier: either \"010\" or \"0109\", with no preference specified.","tools":[{"function":{"description":"Start receiving events on a topic. Inert synthetic operation.","name":"fx_50753","parameters":{"additionalProperties":false,"properties":{"p_1_56":{"description":"Subscriber identifier","type":"string"},"p_2_74":{"description":"Topic identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_56","p_2_74"],"type":"object"}},"type":"function"},{"function":{"description":"Stop receiving events on a topic. Inert synthetic operation.","name":"fx_24982","parameters":{"additionalProperties":false,"properties":{"p_1_56":{"description":"Subscriber identifier","type":"string"},"p_2_74":{"description":"Topic identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_56","p_2_74"],"type":"object"}},"type":"function"}],"prompt_tokens":653,"decision":{"rms":0.4312914095623264,"sumsq":190.47555068135262,"hb":[-0.02319,-0.07816,-2.23376,0.30077,-1.66784,0.13624,-0.64649],"lse":23.343107664652724,"logits":[13.115,13.257,12.0,12.372,11.458,11.564,8.927,9.029,10.614,11.191,10.932,15.609,11.68,10.113,14.235,9.299,8.925,11.114,11.192,9.371,20.42,10.433,11.185,13.316,11.82,11.557,9.276,9.422,11.754,9.071,9.301,14.129,14.918,8.957,12.49,11.168,9.542,12.071,9.657,10.59,12.091,9.181,8.191,11.591,6.016,6.634,0.801,11.353,6.871,14.014,5.012,8.545,8.901,10.221,8.486,5.006,9.826,13.254,10.887,6.195,7.513,13.752,4.532,8.467,9.942,11.503,5.893,9.886,1.671,17.59,7.711,7.597,8.26,-0.409,8.416,3.587,9.922,7.098,8.979,9.261,9.537,9.375,7.988,8.996,10.629,4.847,6.494,5.093,10.134,11.505,2.049,4.589,15.437,12.797,2.866,7.303,11.962,-2.533,3.972,4.792,8.086,8.0,1.883,7.306,0.787,13.391,10.298,6.088,7.971,10.574,8.784,9.989,6.223,6.342,6.033,10.935,15.676,4.446,7.335,7.574,12.46,11.093,13.109,12.855,12.897,11.604,3.051,12.029,8.061,9.65,2.559,6.581,3.869,6.989,12.797,7.317,4.847,12.784,4.908,8.842,8.778,13.532,12.889,5.154,1.211,7.843,11.813,0.781,15.81,2.446,0.067,8.843,6.712,6.974,5.807,10.243,6.714,9.998,9.047,11.402,8.285,5.576,13.819,-1.137,7.905,4.548,10.163,6.566,-5.715,9.888,12.299,11.456,12.826,7.408,9.24,6.237,7.719,6.625,11.806,8.209,7.205,5.225,7.222,4.647,8.695,16.195,6.312,11.06,-1.511,10.377,10.687,4.113,11.418,13.211,4.352,4.484,9.267,11.384,9.991,3.051,6.177,12.026,6.094,3.323,12.765,7.62,8.672,7.809,5.987,12.649,3.983,11.161,14.824,2.753,7.038,6.765,-5.099,0.393,5.599,4.973,6.909,9.275,7.938,3.955,-1.56,6.35,7.557,4.436,2.147,3.975,10.041,-1.456,4.141,6.375,9.117,10.874,3.553,11.078,6.225,9.351,9.319,5.68,4.063,4.366,5.653,13.687,0.512,-3.764,7.704,9.763,1.051,10.877,8.323,8.86,6.546,-2.136,11.345,12.112,6.995,11.918,8.339,11.82,6.345,2.342,5.446,7.158,6.036,10.606,6.136,14.455,1.962,4.699,0.876,1.349,2.819,8.931,7.25,7.805,7.894,2.026,10.064,8.539,1.97,6.186,4.753,8.67,1.607,6.585,11.277,11.47,10.368,7.358,11.411,8.254,8.446,9.581,8.595,10.354,14.879,8.719,10.785,6.609,6.273,9.361,5.993,5.262,5.112,11.962,1.543,10.697,7.836,4.644,12.678,4.175,0.095,-3.541,8.49,7.399,-6.15,-1.038,5.021,9.38,8.811,9.112,9.102,10.045,-3.881,-1.496,6.794,10.018,15.796,8.249,2.348,10.907,13.548,7.21,10.123,2.588,3.097,5.751,-1.122,10.385,11.396,12.19,8.733,4.79,8.864,4.716,6.511,3.493,10.628,5.399,-2.382,6.521,8.906,13.436,7.648,10.344,10.758,9.934,1.994,5.631,1.077,0.619,12.338,10.762,12.622,6.924,4.075,3.763,11.107,11.215,1.198,6.836,10.783,5.395,5.602,10.514,8.46,13.767,4.336,-1.951,14.535,4.921,6.923,5.043,3.042,3.962,10.267,11.731,4.98,11.042,5.4,11.968,1.602,9.399,7.629,3.286,2.027,2.606,3.833,-1.603,6.498,3.091,11.853,0.166,9.385,11.098,-2.033,4.18,10.879,9.22,1.673,5.365,9.888,9.649,-1.795,11.948,8.048,10.387,7.575,12.222,4.349,7.559,7.908,9.531,4.452,0.523,13.369,-0.426,13.965,7.847,4.67,5.06,2.626,6.164,7.394,6.226,13.094,11.802,9.214,7.326,7.099,4.539,3.202,5.964,9.569,2.72,15.203,1.393,7.577,-0.522,10.917,-1.796,3.627,3.212,9.611,7.294,5.172,0.427,2.067,10.414,9.608,5.361,8.083,3.322,-0.095,3.152,9.009,8.82,8.185,12.676,7.585,-0.443,3.123,3.189,0.919,7.327,5.846,4.002,8.679,6.075,9.768,1.73,6.883,10.195,-0.514,8.985,16.322,8.531,8.249,6.303,7.644,9.313,6.318,5.458,11.199,1.191,7.489,2.67,7.134,1.174,4.05,5.187,0.919,6.379,1.266,5.313,9.631,13.602,3.349,8.368,0.767,3.676,8.386,4.765,7.919,13.268,5.279,6.435,9.346,2.832,2.255,-0.828,6.098,7.403,1.612,-1.686,2.722,7.113,5.176,6.035,4.721,6.116,5.129,4.934,8.081,3.786,4.28,6.389,5.275,0.924,1.2,11.519,0.371,5.863,9.699,6.851,4.628,6.268,2.157,5.832,-1.834,1.464,8.082,10.629,5.392,11.169,3.747,8.274,9.24,4.999,-0.585,4.378,8.278,9.519,7.538,1.553,10.57,2.567,0.169,5.091,5.004,8.789,1.947,5.91,-2.778,6.322,6.768,1.365,3.617,8.333,9.152,-0.202,5.553,2.08,7.32,2.633,10.185,-0.113,10.23,8.54,-0.963,5.774,9.46,-0.683,2.633,3.405,5.482,12.642,2.371,7.363,9.053,4.742,11.142,10.002,0.833,-0.338,-2.489,2.226,7.96,11.099,7.813,8.016,-0.734,6.39,3.223,8.377,4.763,7.643,10.106,4.923,4.832,2.413,5.564,12.044,5.675,8.262,-3.93,4.018,6.086,2.639,4.226,3.682,8.484,12.294,7.535,2.519,0.848,4.918,9.912,0.536,5.984,7.036,7.791,8.658,6.203,-1.011,2.307,3.816,-0.421,2.291,8.752,7.961,-4.917,1.881,0.487,12.243,0.214,5.105,10.468,6.946,5.827,8.393,3.342,7.721,7.222,-1.073,6.739,9.522,-5.074,-0.214,2.482,6.194,2.76,6.51,8.767,6.982,0.727,2.733,3.113,2.239,6.649,11.145,1.489,3.76,-0.279,9.406,5.561,8.232,5.077,6.617,11.097,6.869,3.698,7.303,2.016,3.245,7.408,1.625,5.734,2.091,1.079,0.927,12.917,-1.804,7.609,2.763,-0.463,6.21,9.522,-0.818,7.902,12.835,1.235,1.143,4.138,6.113,4.83,3.203,4.645,1.369,4.472,3.956,2.291,8.408,0.039,8.196,8.15,4.288,5.636,-0.64,4.24,5.507,1.143,8.098,9.07,3.698,11.994,1.011,4.005,5.835,6.604,5.377,7.543,3.718,0.662,3.018,5.509,1.703,1.073,9.134,-0.847,1.843,8.074,2.818,-3.092,3.181,7.214,1.606,3.589,-2.5,2.101,10.121,4.365,2.613,-0.756,1.501,0.022,3.438,0.729,-3.492,6.536,7.317,1.341,-0.13,3.217,5.35,1.314,9.103,10.594,-2.325,4.615,6.35,5.033,4.347,9.566,-0.212,5.23,1.416,9.813,-1.029,-1.117,5.74,5.707,0.31,-0.381,0.568,2.089,0.876,4.128,5.519,0.799,6.629,5.673,2.352,-0.722,-0.402,-0.903,1.371,2.19,2.197,5.154,0.184,6.213,2.214,6.738,2.372,0.705,3.08,0.69,4.431,2.816,4.275,3.928,3.571,-0.452,3.812,-0.457,3.986,1.076,-4.536,2.366,1.689,1.59,0.568,3.108,0.669,2.358,12.788,9.879,3.402,4.662,3.644,4.266,4.468,0.488,-0.161,3.285,2.478,-1.133,0.307,0.179,-4.231,5.493,0.534,2.998,0.576,2.286,-1.14,-2.743,4.679,-0.055,-0.412,-0.778,1.439,1.883,-0.137,0.118,0.231,2.567,2.56,0.548,1.715,1.053,-1.123,3.148,3.086,1.236,-0.956,-1.603,0.278,-0.359,1.485,2.06,1.728,5.866,3.337,-1.03,-1.606,4.788,4.904,1.043,2.042,2.884,3.884,0.442,-1.777,1.203,0.669,1.343,3.808,0.904,3.611,1.909,5.607,2.159,1.756,4.369,3.745,-0.184,4.982,-2.728,2.051,1.237,0.151,3.877,0.675,1.2,3.463,-3.128,-0.765,4.068,0.088,1.821,2.726,2.001,3.287,0.27,4.465,0.166,3.91,1.061,0.616,2.145,-0.505,4.448,1.377,1.407,2.796,-2.106,1.129,3.441,5.417,1.692,3.324,0.363,3.369,1.108,1.254,4.561,3.62,2.101,0.882,0.391,1.859,-1.452,-0.865,-0.104,-4.643,1.591,-0.572,1.398,-1.788,1.796,0.008,1.415,5.964,3.587,0.881,2.652,2.533,0.492,-0.835,1.592,4.678,2.993,-0.189,5.855,1.921,2.257,3.797,4.19,0.424,3.254,-0.653,2.789,0.962,-0.315,0.432,-4.007,-0.349,2.151,3.44,1.153,4.368,4.2,3.73,1.316,4.406,2.455,1.862,5.458,1.638,3.588,3.271,-2.211,-0.706,-0.143,1.071,-1.434,-0.909,0.567,-0.791,1.608,-2.675,1.911,1.101,-0.3,-1.07,2.745,2.755,1.078,3.119,4.467,1.687,-3.208,10.105,23.272,11.1,12.512,12.44,15.647,14.559],"base_top":[[248058,23.272],[40,20.42],[760,17.59],[27775,16.322],[3928,16.195],[2665,15.81],[12189,15.796],[1919,15.676],[248068,15.647],[27,15.609]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,20,15,22,20,18,29,198,27,15704,16874,62,16,62,20,21,29,198,2117,273,62,19,24,16,198,510,15704,29,198,27,15704,16874,62,17,62,22,19,29,198,15,16,15,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","5","0","7","5","3",">","\n","<","parameter","=p","_","1","_","5","6",">","\n","map","le","_","4","9","1","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","7","4",">","\n","0","1","0","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.5625,-0.2117,-0.7928,-1.0331,-1.61,1.0282,0.0976,-0.1572,0.0555,-0.8096,0.1025],[-4.0005,0.8363,7.5291,15.0806,-0.9611,-1.5059,2.322,-0.9465,0.1371,-0.6258,-0.4127],[-4.6663,-1.2485,11.2807,18.067,-1.3496,-0.5128,0.3111,-0.3478,0.1773,-0.8658,-0.0635],[-2.4019,-1.8675,10.9102,16.9531,-1.7024,-0.8934,2.2031,-0.7961,0.1027,-0.8115,0.094],[-2.1697,-2.232,10.3855,14.4266,-1.7366,-0.9317,-0.6999,-0.7411,0.3875,-1.2018,0.7867],[-1.3067,-3.3199,9.4575,14.3557,-0.7834,-0.4334,0.3768,-0.7274,0.5527,-1.2801,0.1721],[-2.2921,-1.692,12.1891,20.7976,-1.8427,-0.0558,-0.2316,-1.5062,0.275,-1.6476,-0.0585],[-1.5436,-1.8389,16.6389,20.7893,-1.8953,-1.4483,-1.765,-0.9188,0.0984,-1.7848,-0.4947],[-2.6811,-1.0531,13.2397,20.5662,-1.158,-1.8198,-1.1336,-1.5877,-0.2515,-1.3693,-0.2871],[-3.0883,-1.7504,12.5785,19.2442,0.0271,-1.5007,-0.0926,-1.3915,-0.0175,-1.4345,-0.4731],[-1.8748,-1.7453,12.0756,18.2549,-1.2284,-2.172,-2.1686,-1.7045,-0.0297,-1.4586,-0.2736],[-4.0627,-1.5522,10.307,20.3284,-0.6191,-2.4594,1.2353,-1.5965,0.1212,-1.6236,-0.1936],[-4.3525,-1.0301,10.207,22.3478,-0.8825,-2.0927,1.6475,-0.8124,-0.0201,-1.2108,-0.021],[-5.3307,0.2155,10.2039,21.4682,-1.2523,-2.0029,2.2611,-0.0146,-0.1465,-0.9468,-0.2202],[-4.9301,-0.4483,10.7299,17.9009,-1.489,-1.293,0.5429,-0.1193,-0.3091,-1.0809,-0.1713],[-1.1786,-1.2886,10.5033,18.0355,-2.2247,-1.4672,3.0739,-0.2557,-0.1892,-1.0119,-0.4618],[-1.9995,-1.8588,10.4,20.6276,-2.4796,-1.358,-0.9298,-0.7206,-0.1727,-1.1571,0.0981],[-3.6862,-1.2339,10.7144,21.8915,-2.5784,-1.3193,0.4873,-0.9443,0.1538,-1.3292,-0.2283],[-2.7255,-2.155,15.1054,22.7339,-2.4035,-1.3407,-0.9311,-0.3869,0.0841,-1.5749,-0.6002],[-3.1389,-1.7225,11.4585,22.5829,-2.8341,-1.7236,0.3119,-1.3583,0.0144,-1.9812,-0.1207],[-2.5582,-2.3103,15.8181,22.1708,-2.6012,-2.447,-1.0465,-0.6697,-0.049,-1.6641,-0.678],[-2.8521,-1.5702,12.3277,22.094,-0.7749,-3.2671,0.7476,-1.0424,-0.1031,-1.3537,-0.3838],[-4.9614,-2.3419,12.1823,21.2255,-1.3095,-2.4029,1.6793,-0.5506,0.0998,-1.6936,-0.0463],[-3.8099,-1.4949,15.8475,20.1756,-3.226,-1.0828,3.2088,-0.2697,0.2796,-1.4386,-0.0924],[-2.0191,-1.3374,19.6001,16.0799,-1.2369,-1.1796,0.1516,-0.5185,0.1483,-1.55,-0.0141],[-3.1874,-1.2071,14.3938,21.2733,-0.2542,-0.7175,-0.755,-1.2814,0.2005,-1.5073,0.0499],[-3.9376,-1.479,13.3685,22.8921,-1.958,-0.3671,0.3506,-1.231,0.1356,-1.466,-0.0482],[-2.3194,-2.8792,16.8354,21.8955,-1.3461,-0.8884,-1.1688,-0.703,-0.0036,-1.7056,-0.6338],[-4.1087,-2.5326,13.606,20.2479,0.2457,-2.3788,0.3732,-1.0496,-0.1712,-1.6187,-0.3047],[-2.7945,-1.7122,12.9443,22.1319,-0.4896,-1.5382,0.0891,-1.3259,0.2205,-1.8193,-0.3456],[-3.9684,-1.3847,12.1872,22.041,-1.0387,-1.6724,1.0682,-0.8338,0.0634,-1.6302,-0.177],[-4.6024,-1.115,12.6528,19.2853,-1.7798,-1.2325,0.7669,-0.629,0.1001,-1.3911,-0.4948],[-2.9,0.0469,11.4375,16.8864,-1.9884,-1.1767,0.7317,-0.5256,0.0029,-0.8183,-0.559],[-5.0097,0.3539,9.0153,21.6397,-1.0124,-3.1891,1.2943,-0.968,0.1295,-1.319,-0.1783],[-2.8747,-0.5315,10.8709,20.9411,-1.0387,0.3348,2.9539,-0.1851,-0.0013,-1.1463,-0.0552],[-4.1793,-0.0757,9.8872,18.0763,-1.3196,-0.5905,0.3719,-0.2302,-0.3105,-1.0568,-0.2922],[-1.0864,-0.5755,11.1079,20.0809,-2.5257,-1.0978,2.5729,-0.4932,-0.1521,-0.8834,-0.4778],[-1.9164,-1.544,9.42,21.1893,-2.3691,-1.0177,-0.7722,-0.7049,-0.0916,-1.2221,0.0219],[-3.3853,-0.8188,10.2493,21.3345,-2.613,-1.4596,0.7603,-0.9735,0.1113,-1.3099,-0.1456],[-2.9609,-2.1032,14.5385,22.3489,-2.646,-1.0753,-0.3925,-0.6046,0.0977,-1.4001,-0.674],[-3.9288,-1.6495,10.4323,22.3424,-1.6518,-0.9769,0.7197,-1.3157,-0.0974,-1.9487,-0.2297],[-2.7896,-2.7139,14.6385,21.3391,-2.1675,-1.3905,-0.6551,-0.6173,-0.0504,-1.5904,-0.7687],[-2.4018,-1.8846,11.5863,21.4432,-0.8425,-1.432,-0.8829,-1.3244,-0.1018,-1.6801,-0.3333],[-3.1555,-0.7036,10.8757,22.086,-1.3705,-1.4089,1.0442,-0.8984,0.0417,-1.5399,-0.0919],[-2.7218,-0.0603,13.2918,20.3245,-2.522,0.3116,2.2813,-0.3979,0.1658,-1.2222,-0.1981],[-1.1676,0.0485,16.5414,16.6573,-0.915,0.1146,-0.7521,-0.4256,0.0155,-1.5066,-0.3521],[-1.9467,-0.8517,12.9101,20.3916,-1.1434,-0.7198,-0.3345,-0.7378,0.1058,-1.3783,-0.636],[-1.593,-0.0828,12.5172,20.368,-1.3337,-1.0088,-0.775,-1.2689,0.1198,-1.6081,-0.3648],[-2.0551,-0.1583,11.5078,19.0254,-1.635,-1.9463,0.852,-1.0175,0.1239,-1.9413,-0.2789],[-3.5805,-1.1005,11.0862,17.907,-1.8808,-0.5871,0.9433,-0.3949,0.2885,-1.2232,-0.664],[-2.6798,0.0397,10.5348,15.6171,-1.4808,-0.8398,1.4088,-0.4657,0.2135,-0.4201,-0.706],[-3.6901,0.2786,7.7711,20.2346,-0.9247,-2.713,1.0331,-0.8026,0.1247,-1.065,-0.1588],[-2.8677,-0.6819,9.4383,20.9547,-0.3673,-1.0608,2.9542,-0.0657,0.0138,-1.0428,-0.2092],[-3.5007,0.3248,8.7427,15.6886,-0.7981,-0.7662,-0.0892,-0.6432,-0.2116,-1.1311,-0.3274],[-0.9054,-1.1266,9.9622,17.2848,-2.8994,-1.2458,2.4125,-0.3293,-0.1636,-0.7171,-0.3835],[-2.0037,-1.8035,9.7177,20.8773,-2.1976,-1.778,-1.4169,-0.6495,-0.1678,-1.1459,-0.0469],[-2.2169,-0.0042,10.33,19.96,-1.4563,-3.0315,-0.3136,-0.7004,-0.0461,-1.3328,-0.1697],[-3.8566,-1.4482,10.7566,21.7073,-0.6626,-2.1056,-0.7869,-0.8571,-0.1238,-1.6712,-0.1223],[-2.5363,-0.685,12.5294,19.8761,-2.2759,-1.8882,1.1396,-0.3185,-0.1617,-1.4136,-0.108],[-0.8029,-0.3029,15.9064,16.0822,-0.8839,-1.9774,-1.1199,-0.6576,-0.1339,-1.5087,-0.1393],[-3.5767,-0.5626,10.2735,22.1001,-1.1487,-1.9245,1.4841,-0.5624,-0.0091,-1.6209,-0.2322],[-4.2445,-1.2631,12.1867,18.5286,-1.9942,-0.7088,0.9254,-0.5336,0.2355,-1.1985,-0.6667],[-2.9899,-0.2719,11.7355,17.2412,-1.837,-0.6707,1.1732,-0.762,0.1157,-0.6601,-0.7146],[-4.4265,0.169,7.9637,19.3556,-0.7325,-2.1705,0.5013,-0.7093,0.3523,-1.1138,-0.0447],[-4.404,-0.9723,9.8369,20.9575,-1.2328,-1.5658,2.6431,-0.0933,0.2792,-0.8887,-0.3322],[-5.4812,-0.0097,11.1109,18.1243,-0.9001,-0.833,-0.1227,-0.4202,0.002,-0.8346,-0.1744],[-3.5775,-0.148,9.4737,16.5489,-1.8147,-0.4325,-0.0911,-0.7111,0.1559,-0.7943,-0.2016],[-4.954,-0.4041,5.9961,13.8736,-0.4171,-1.8947,2.2263,-1.2476,0.2142,-0.8626,-0.0936],[-4.0476,-2.3374,9.3559,17.6064,-0.8144,-0.491,3.3201,0.0191,0.1639,-0.5936,-0.0166],[-4.6975,-0.6499,8.0509,12.5966,-1.9972,-1.4814,-0.1559,-0.8728,-0.1376,-1.0451,0.019],[-3.7267,-0.3488,8.8174,13.5522,-2.937,-0.7853,-1.2432,-1.1182,-0.0475,-1.598,0.1177]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_50753>\n<parameter=p_1_56>\nmaple_491\n</parameter>\n<parameter=p_2_74>\n010\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=fx_50753>\n<parameter=p_1_56>\nmaple_491\n</parameter>\n<parameter=p_2_74>\n010\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=fx_50753>\n<parameter=p_1_56>\nmaple_491\n</parameter>\n<parameter=p_2_74>\n010\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_50753>\n<parameter=p_1_56>\nmaple_491\n</parameter>\n<parameter=p_2_74>\n010\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0218","set":"selection","cohort":"no_tool","family":"job_priority","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to increase a job priority by a numeric amount. Do not access or change stored data.\nJob identifier: \"spruce_435\". Priority adjustment: 31.\nUnrelated archived note: birch_270, reference 011. These are not inputs to this request.","tools":[{"function":{"description":"Increase a job priority by a numeric amount. Inert synthetic operation.","name":"increase_priority","parameters":{"additionalProperties":false,"properties":{"amount":{"description":"Priority adjustment","type":"integer"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"job":{"description":"Job identifier","type":"string"}},"required":["job","amount"],"type":"object"}},"type":"function"},{"function":{"description":"Decrease a job priority by a numeric amount. Inert synthetic operation.","name":"decrease_priority","parameters":{"additionalProperties":false,"properties":{"amount":{"description":"Priority adjustment","type":"integer"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"job":{"description":"Job identifier","type":"string"}},"required":["job","amount"],"type":"object"}},"type":"function"}],"prompt_tokens":612,"decision":{"rms":0.37457078510632635,"sumsq":143.6695276084938,"hb":[-0.07043,-0.03134,-1.71001,0.02272,-1.24497,0.05569,-0.48077],"lse":22.687954903590153,"logits":[15.005,13.775,13.233,14.216,12.856,13.529,9.761,9.872,12.289,13.571,11.58,16.224,14.327,10.245,13.746,11.76,10.52,10.777,10.546,11.576,19.49,11.896,10.556,13.633,11.052,13.118,11.607,9.59,11.406,9.804,9.464,14.762,15.447,10.461,11.791,10.155,9.897,11.869,9.63,9.181,12.461,8.854,8.309,11.425,6.411,6.477,5.443,13.366,6.283,15.846,5.383,7.383,7.35,5.865,8.989,7.911,9.618,11.139,11.699,6.774,6.559,17.109,3.747,7.35,7.279,12.216,5.16,10.869,1.126,18.747,7.0,7.18,9.828,-1.134,15.085,2.331,10.082,5.756,10.305,13.188,10.865,8.991,9.363,10.269,12.581,7.113,6.866,2.19,12.07,12.905,-0.283,5.748,20.495,9.767,4.924,8.626,15.917,-4.267,1.991,3.464,9.154,9.121,0.566,7.892,0.002,14.311,13.068,2.913,7.308,13.281,6.827,10.637,7.648,8.981,9.585,13.919,17.879,9.005,8.948,9.227,15.422,13.049,15.989,15.632,16.907,12.281,2.323,11.161,10.922,8.776,4.357,10.114,2.544,8.668,9.738,6.57,5.336,15.592,4.089,10.147,8.585,16.189,13.959,6.795,1.417,9.208,15.17,-2.156,17.586,1.826,-1.08,10.975,5.084,8.241,6.839,10.58,8.611,6.112,9.502,10.282,9.684,4.668,9.864,-1.727,10.484,5.767,9.514,5.35,-5.596,8.196,13.184,14.436,15.711,7.7,7.226,6.018,7.217,7.247,13.06,7.723,8.802,6.217,4.873,5.881,9.694,17.09,10.841,10.649,-1.786,11.926,11.593,3.997,17.364,11.2,4.485,7.112,9.862,14.207,9.998,3.475,8.539,13.221,7.659,2.22,12.645,10.556,11.195,6.766,2.831,12.574,4.722,14.156,15.442,2.168,8.294,4.846,-5.499,1.519,2.778,3.463,8.294,8.357,9.995,1.41,1.53,7.204,7.008,3.914,1.874,5.285,9.64,-2.752,1.35,9.361,9.077,9.059,1.885,11.878,8.473,9.983,6.663,2.607,2.011,3.71,3.569,10.979,-1.585,-3.52,8.238,10.158,0.65,10.246,10.955,10.754,7.098,-2.369,12.651,11.508,8.506,13.872,7.941,11.103,5.211,2.459,5.557,6.726,4.676,10.454,6.017,15.039,-0.043,1.129,2.893,1.791,0.307,8.781,11.035,6.419,9.055,0.994,11.114,13.571,-0.033,6.095,8.516,9.809,-1.693,9.299,13.573,12.885,6.311,7.049,11.915,7.047,9.822,8.272,10.021,12.743,13.733,10.605,13.07,8.357,4.457,10.685,6.336,6.047,4.354,9.48,-0.146,11.247,8.5,3.444,16.653,8.408,-2.657,-4.035,10.405,7.543,-5.069,0.121,3.365,14.395,8.645,8.182,8.601,10.315,-2.978,-2.294,7.862,9.55,17.44,8.729,2.324,12.405,13.326,4.285,11.259,3.226,2.281,8.047,0.355,11.142,13.855,11.5,8.623,4.168,9.431,3.38,6.148,1.072,9.83,6.617,-1.313,2.109,6.782,13.292,9.936,12.597,9.485,10.917,0.728,7.775,-0.089,0.025,13.44,11.307,10.848,4.222,3.805,4.76,13.439,7.172,1.726,7.522,12.166,3.967,7.157,13.068,9.457,16.228,2.935,-0.641,14.93,3.286,11.745,6.605,2.863,2.931,9.029,12.797,4.826,12.531,7.188,13.976,0.394,11.509,10.31,5.604,2.39,2.418,4.583,-3.028,8.342,5.243,11.375,2.497,9.032,10.905,-2.396,1.231,11.65,7.568,1.501,6.063,10.84,10.722,-2.685,9.501,6.213,10.143,13.868,10.589,2.576,7.159,4.626,9.266,5.152,1.15,14.396,-2.491,11.844,11.636,3.425,4.811,2.162,4.786,9.077,6.818,12.688,14.603,10.805,6.312,7.493,6.268,2.348,4.797,13.284,2.424,12.925,2.278,8.957,0.936,12.683,-1.756,4.743,1.865,11.078,6.939,5.812,0.907,-0.071,14.109,10.516,8.635,8.361,1.608,0.335,3.612,7.316,8.335,7.749,14.166,8.349,-1.918,0.95,1.53,2.597,7.822,6.246,2.061,9.221,7.964,12.235,1.152,7.76,13.178,-0.479,8.379,17.101,10.777,5.932,6.769,6.699,6.89,7.583,10.812,12.333,0.929,8.682,1.0,6.681,4.103,4.835,7.884,-0.242,7.674,0.296,8.771,14.523,14.249,5.642,13.664,0.645,4.623,11.821,4.426,7.292,16.251,5.328,7.27,12.21,0.364,3.612,-0.958,8.303,8.25,2.708,-3.55,3.473,8.289,8.559,9.055,7.184,1.495,4.617,8.006,7.283,2.958,6.717,5.869,6.28,1.954,1.097,10.153,-0.878,6.573,12.568,11.835,7.594,4.394,2.947,7.775,0.193,2.567,7.26,11.798,5.745,12.662,1.646,9.167,8.867,1.511,-1.135,1.214,12.094,13.925,7.967,3.619,11.098,2.758,-1.523,16.607,5.655,11.318,4.231,5.455,-3.534,7.69,7.355,-0.207,1.294,6.713,9.54,-0.355,5.256,1.106,6.84,0.299,8.142,0.402,11.249,8.336,-2.068,6.293,7.213,0.84,1.879,1.321,6.174,12.6,2.351,7.803,8.189,5.417,14.056,11.129,2.49,-2.113,-2.582,2.397,10.531,8.162,8.479,10.082,-0.208,4.194,1.355,6.829,6.059,6.8,10.155,4.872,5.46,3.18,5.166,12.964,8.296,11.793,1.054,4.019,3.402,1.3,1.276,4.7,9.396,12.593,9.885,-1.1,0.928,9.032,11.795,0.929,7.217,7.237,9.428,9.6,7.197,-4.157,6.512,4.993,0.726,3.173,10.586,11.144,-0.773,-0.045,0.587,11.955,-0.905,4.782,10.442,8.131,7.354,10.422,2.159,6.801,9.21,-1.383,7.363,13.867,-4.855,-0.095,2.251,8.873,1.766,10.253,9.034,3.205,0.548,2.688,2.442,0.388,5.933,9.697,3.214,0.571,0.744,11.379,6.346,10.28,18.116,13.737,14.334,10.132,3.057,6.577,0.544,4.486,8.925,0.83,8.496,4.297,0.082,-1.194,11.485,-1.344,9.851,0.396,0.924,6.228,8.77,0.749,11.291,14.085,2.248,1.569,6.268,4.602,0.106,3.402,2.538,-0.136,5.571,2.108,2.326,20.755,-1.998,11.14,8.145,6.001,7.037,0.16,3.584,6.632,3.911,9.254,10.527,0.102,14.019,2.538,4.889,5.466,9.79,1.181,9.42,0.253,1.815,0.005,8.653,3.91,2.068,10.166,-1.702,0.266,7.794,0.409,-4.783,0.128,6.518,0.01,2.738,0.699,2.698,12.007,7.436,1.249,-0.713,2.143,-1.021,0.572,1.078,-2.594,5.696,11.44,-0.527,-1.206,5.233,14.664,1.131,7.919,12.913,-1.226,4.177,7.949,15.786,4.83,10.456,-2.79,4.409,0.379,10.848,-2.419,-0.339,4.923,4.061,-0.314,-2.528,0.944,2.129,2.676,4.182,5.371,-0.266,6.062,4.253,2.62,-1.74,-2.224,0.139,-0.71,4.054,4.64,2.525,0.754,5.487,2.28,5.83,3.826,-0.412,1.952,0.4,2.907,4.065,5.625,1.598,5.437,-1.574,3.572,-0.067,0.838,0.454,-3.432,2.178,6.059,0.801,-1.427,2.452,-0.632,3.303,10.78,9.191,1.914,1.397,2.986,3.186,4.067,2.661,-2.299,2.635,3.635,-0.006,2.743,0.987,-3.566,2.951,-0.338,5.37,0.372,2.032,-2.091,-1.055,5.692,0.047,-1.655,-0.966,3.187,0.74,-1.361,-0.136,-3.016,1.747,0.069,2.719,2.535,2.027,0.463,0.148,3.432,1.981,-0.077,-0.094,-1.68,-0.916,1.434,1.522,2.588,4.262,-0.244,-1.237,0.253,3.669,3.275,2.587,1.035,3.187,4.574,0.372,1.164,-0.525,-2.009,-0.877,4.342,-3.216,4.74,0.501,6.03,2.443,3.728,4.225,4.918,1.191,4.184,-2.651,-0.037,0.729,2.965,1.562,-1.007,0.254,2.163,-2.483,-4.566,3.563,1.499,-0.667,2.392,1.47,3.189,-1.722,4.363,-1.203,2.745,3.259,0.886,0.916,-2.293,6.548,0.559,1.357,2.541,0.051,0.563,-0.395,5.207,1.7,0.036,0.648,2.475,-0.679,0.666,4.528,0.612,1.283,-0.081,-1.496,2.867,-0.936,-3.589,-2.693,-5.46,3.858,0.682,1.453,0.142,-0.496,-3.574,1.743,3.751,4.638,-1.219,1.317,1.544,-1.677,-0.043,-0.899,3.302,0.603,0.206,5.044,2.026,1.1,1.537,2.931,0.098,0.331,-1.579,2.467,-1.434,0.743,0.423,-3.987,-0.684,4.734,2.82,1.06,1.713,2.324,6.902,0.705,3.156,3.952,2.786,3.441,0.499,0.595,2.568,-1.817,1.683,-1.996,-0.744,-1.02,0.438,1.351,-0.972,2.646,-3.671,0.833,0.251,-1.15,-0.681,2.66,3.225,-0.873,2.156,2.558,1.916,-3.228,10.054,22.145,7.794,8.731,9.648,17.274,11.261],"base_top":[[248058,22.145],[77898,20.755],[1206,20.495],[40,19.49],[760,18.747],[67198,18.116],[1919,17.879],[2665,17.586],[12189,17.44],[4350,17.364]]},"positions":{"tokens":[248058,198,27,1628,65109,19339,36899,29,198,27,15704,28,8534,29,198,49931,10208,62,19,18,20,198,510,15704,29,198,27,15704,28,5856,29,198,18,16,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=in","crease","_priority",">","\n","<","parameter","=","job",">","\n","spr","uce","_","4","3","5","\n","</","parameter",">","\n","<","parameter","=","amount",">","\n","3","1","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.7806,-2.4138,0.8545,1.4564,-2.3461,3.0192,1.1134,0.1105,-0.0851,-0.7365,-0.0449],[-3.9214,0.41,7.7154,14.5965,-1.2723,-1.5366,1.0671,-0.8242,0.0024,-0.4929,-0.4362],[-4.0518,-1.0307,10.7955,17.6249,-1.5398,0.4008,-0.1295,-0.335,-0.0798,-0.7733,-0.2187],[-2.1014,-1.3285,10.0268,15.615,-2.2292,0.8414,1.0824,-0.7178,-0.1938,-0.5197,0.073],[-1.9708,-1.9381,8.3041,14.8107,-2.5144,0.9568,-0.9767,-0.6351,-0.3021,-0.9071,0.3791],[-2.4808,-1.6868,9.2656,15.8879,-1.3441,-0.4254,-2.0667,-0.8808,-0.528,-1.0561,0.0473],[-3.7322,-1.8413,10.6567,20.5876,-1.9089,0.5745,1.874,-0.7459,-0.0446,-1.2349,0.6932],[-5.6456,-1.0319,9.4824,21.0051,-1.1145,-0.5091,1.6622,-0.5904,-0.1224,-1.0058,0.3732],[-5.5749,0.0733,10.7225,21.5743,-2.3189,-1.3759,2.2494,-0.1932,0.0127,-0.8851,0.0774],[-5.0457,0.1256,12.7843,18.1042,-2.445,-1.1545,-0.2513,-0.3045,-0.231,-1.0154,0.0267],[-1.2083,-0.8285,11.0475,17.5544,-3.5848,-1.1324,2.1558,-0.6372,-0.2299,-0.8382,0.0194],[-1.8801,-0.5934,10.3397,17.8899,-3.7827,-1.7431,-1.3394,-0.5133,-0.1142,-1.0331,0.5975],[-1.6329,-0.8528,12.6296,15.8475,-2.6142,-1.6529,-1.0377,-1.0629,-0.1015,-1.2267,0.0787],[-4.04,-2.2521,11.2656,22.2433,-3.0413,-1.984,0.2532,-0.6227,-0.1029,-1.341,0.252],[-3.966,-1.635,17.5002,20.3492,-3.9214,-0.2198,1.2554,-0.2447,0.4554,-1.5131,-0.0991],[-2.2762,-1.4236,22.0999,15.9319,-2.145,-0.6852,-1.6958,-0.3841,0.3207,-1.5436,-0.0289],[-3.5242,-1.4539,13.2146,19.6569,-1.2928,-0.4183,0.7644,-1.1855,-0.0757,-1.0966,0.2583],[-4.4131,-1.7616,13.294,22.9252,-2.0085,0.1446,0.3335,-1.42,0.2908,-1.7452,0.1035],[-2.8743,-3.4869,17.0517,21.5361,-1.8179,-0.7012,-1.324,-0.6291,0.1227,-1.6408,-0.5491],[-4.5177,-2.3762,13.6382,21.0033,-0.4407,-2.7759,0.3219,-1.1606,0.1754,-1.8183,-0.4237],[-3.633,-1.7136,13.855,21.9154,-1.4483,-2.2788,-1.0631,-1.2361,0.3529,-1.6189,-0.403],[-4.4425,-1.5735,11.416,22.3798,-1.7457,-2.0796,3.0044,-0.6712,0.2763,-1.389,-0.239],[-4.8813,-1.2005,13.2708,20.4548,-2.2647,-1.3247,1.4863,-0.3392,0.1607,-1.2358,-0.4717],[-2.8437,-0.049,11.3725,16.4023,-1.69,-1.0227,1.2037,-0.3893,-0.0735,-0.7809,-0.4711],[-4.5925,-0.1589,10.0418,21.5575,-1.4447,-3.6171,2.5923,-0.8478,0.3137,-1.218,-0.0738],[-3.5801,-1.2187,10.8438,21.6971,-0.9581,0.0575,2.2603,-0.3423,0.2203,-1.2549,0.1422],[-4.4362,-0.5255,10.8807,18.7882,-1.9417,-1.9903,1.5406,-0.404,-0.081,-0.9596,-0.2447],[-0.9656,-1.4279,11.2428,18.6322,-3.2637,-1.5498,2.5998,-0.5206,-0.1491,-0.7819,-0.0257],[-1.7156,-0.8235,10.6931,19.0539,-3.7125,-2.0557,0.3883,-0.3747,-0.0213,-1.0704,0.4652],[-1.3333,-1.1951,13.3615,18.4591,-2.4712,-1.9057,0.3238,-1.1346,-0.0573,-1.3291,-0.0824],[-4.4909,-1.3199,11.5068,22.1679,-2.4157,-2.2556,2.031,-0.7622,0.1139,-1.1288,0.0254],[-4.5425,-1.7569,14.1018,21.1917,-2.8844,-1.6112,2.469,-0.2682,0.3026,-1.0197,-0.3217],[-3.8643,-1.9487,16.9889,18.2704,-1.0662,-1.6286,-0.1855,-0.3433,0.1902,-1.1836,-0.2294],[-3.5629,-1.7549,12.773,21.7831,-0.4592,-1.6043,-0.4284,-0.7396,0.4552,-1.3382,-0.3511],[-4.7325,-1.8559,11.7246,22.5104,-1.3961,-2.363,0.1587,-0.5609,0.0692,-1.2629,-0.2197],[-4.7554,-1.9752,12.5767,19.759,-1.9386,-1.207,1.1886,-0.4511,0.1961,-1.0817,-0.4398],[-3.1931,-0.4095,11.9003,17.3451,-1.888,-0.6438,1.5475,-0.6406,0.1175,-0.5575,-0.4391],[-3.5885,0.0436,9.1946,20.8135,-0.6589,-2.2442,1.4253,-1.0186,0.2295,-1.1734,0.0836],[-3.5604,-1.5321,9.3298,21.3206,-0.8007,1.2639,3.0719,-0.5049,0.0435,-1.3398,0.2082],[-3.2318,-0.1099,10.2539,16.5256,-0.9163,-0.8745,0.4392,-0.8928,-0.2984,-1.2171,-0.1551],[-0.323,-1.037,9.6185,15.4481,-2.6741,-0.6055,2.7586,-0.4251,-0.2479,-0.8242,0.0587],[-1.826,-1.245,9.6602,16.6897,-2.688,-1.5286,-1.2453,-0.3682,-0.1597,-1.0309,0.5338],[-1.2215,-1.5931,12.7717,17.5754,-1.7695,-1.3631,-0.3782,-1.0471,-0.1669,-1.4271,-0.2689],[-3.6178,-2.5429,11.0986,21.7593,-0.7622,-1.5827,0.6489,-0.8274,-0.0899,-1.4691,0.1554],[-3.0421,-2.1656,12.6554,19.1007,-2.3511,-0.7159,2.1788,-0.1647,-0.1939,-1.3335,-0.1233],[-1.6116,-2.6073,15.4892,15.5354,-0.8048,-0.7847,-0.0209,-0.4973,-0.2362,-1.3072,-0.252],[-4.444,-1.6264,10.5004,22.0452,-1.1669,-1.108,1.6552,-0.5483,0.1737,-1.442,-0.2397],[-4.3023,-1.501,12.0105,18.4016,-1.8091,-0.3038,1.5913,-0.6957,0.2378,-1.2848,-0.5085],[-2.7768,-0.3468,11.6575,16.2998,-1.658,-0.2458,1.482,-0.7436,0.0713,-0.636,-0.5539],[-4.0534,-0.1275,8.3129,19.2858,0.1469,-2.1531,0.9702,-0.6829,0.3429,-1.0987,-0.1134],[-3.853,-1.2572,9.3019,20.5074,-0.6526,-0.24,2.8629,-0.2695,0.1649,-1.0079,-0.4123],[-4.636,0.2673,11.1238,17.2952,-0.3881,-0.705,0.6822,-0.4614,0.03,-1.0235,-0.1276],[-3.9936,-0.0089,10.7272,17.9057,-1.7365,-0.3741,-0.2257,-0.8259,0.1145,-1.0121,-0.3302],[-4.1997,-0.245,5.4579,12.4363,-0.7907,-1.6223,1.962,-1.2089,0.3165,-0.9421,-0.1163],[-4.4742,-2.8565,9.8126,18.6067,-0.695,0.4346,3.2626,0.0594,0.2464,-0.9399,0.0102],[-3.7371,0.5057,8.8282,12.6623,-1.6873,-0.9521,-0.6075,-0.7256,-0.0782,-1.0669,0.1866],[-2.4933,0.1046,10.0839,13.5373,-2.3188,-0.5241,-2.0267,-1.0248,-0.1359,-1.6595,0.1702]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=increase_priority>\n<parameter=job>\nspruce_435\n</parameter>\n<parameter=amount>\n31\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"selection-611402-0139","set":"selection","cohort":"need_clarification","family":"tree_scope","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: list immediate children of a tree node.\nTree node identifier: not provided.\nUnrelated archived note: maple_350, reference 062. These are not inputs to this request.","tools":[{"function":{"description":"List every descendant of a tree node. Inert synthetic operation.","name":"all_descendants","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"node":{"description":"Tree node identifier","type":"string"}},"required":["node"],"type":"object"}},"type":"function"},{"function":{"description":"List immediate children of a tree node. Inert synthetic operation.","name":"direct_children","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"node":{"description":"Tree node identifier","type":"string"}},"required":["node"],"type":"object"}},"type":"function"}],"prompt_tokens":543,"decision":{"rms":0.3652558521408183,"sumsq":136.6126976236701,"hb":[-0.07176,-0.0201,-1.04009,0.2448,-0.46809,-0.04807,-0.18637],"lse":21.728145695269195,"logits":[12.223,13.319,12.029,12.58,11.943,10.142,9.323,8.343,10.507,11.146,8.589,16.093,10.446,7.65,12.435,8.618,7.315,7.617,7.967,8.983,20.44,7.933,10.592,15.584,12.206,9.266,8.171,8.263,10.352,7.222,8.802,12.743,12.481,6.699,10.894,7.1,5.437,10.922,6.752,7.574,11.294,4.917,7.066,10.698,3.231,7.159,0.481,10.466,5.096,14.758,0.807,8.766,6.438,7.689,5.453,3.558,7.635,11.363,10.329,7.141,4.618,13.09,-0.198,6.107,8.496,9.368,3.526,8.598,0.765,18.068,11.408,12.181,8.417,4.705,6.768,4.246,9.306,9.941,9.914,8.56,7.509,7.474,6.898,6.154,7.812,8.379,7.423,2.79,9.214,8.665,-1.426,4.792,15.867,9.429,6.502,6.778,10.956,-3.411,-1.11,1.034,6.303,7.145,0.198,9.702,1.334,12.898,9.688,2.706,4.263,7.909,4.634,10.155,4.526,4.595,6.234,8.806,15.059,5.001,4.436,11.729,10.318,8.288,11.082,13.142,12.969,9.157,4.129,9.041,7.55,8.782,0.547,7.409,1.22,4.907,8.845,12.795,5.624,13.115,2.628,7.439,5.966,14.817,13.418,3.537,2.537,6.714,11.406,-3.498,14.634,0.841,-5.257,8.164,7.015,5.993,2.749,9.417,6.825,4.955,4.124,7.465,7.019,2.809,9.257,-1.707,6.283,3.108,10.079,6.861,-5.393,12.395,11.355,10.576,12.14,3.964,6.7,9.504,16.232,3.851,11.059,6.787,4.634,1.191,4.124,0.887,8.843,17.531,4.193,7.368,3.352,9.464,8.554,3.814,11.963,9.567,6.671,3.876,8.521,13.097,8.391,2.916,3.26,10.271,4.64,1.441,10.867,9.914,13.298,13.145,3.192,10.402,2.863,12.187,15.554,3.261,6.585,2.253,-4.717,5.321,0.557,2.088,10.906,6.274,5.414,2.448,-0.664,6.996,9.467,2.45,-2.24,0.311,12.664,0.666,1.118,6.647,11.028,8.098,4.944,7.736,2.106,7.942,5.325,0.102,6.346,3.798,6.507,10.957,-1.285,-0.548,11.891,6.951,0.063,13.211,7.987,11.135,2.489,4.377,9.488,12.571,4.618,11.937,12.858,9.331,3.09,0.04,2.727,10.744,1.014,7.783,5.76,10.641,-0.074,1.078,-1.044,0.307,0.513,12.444,7.691,3.005,5.301,0.706,15.513,6.194,-1.968,5.901,2.758,7.68,-4.528,9.76,8.67,10.847,8.414,4.841,12.356,13.596,6.959,9.051,12.929,10.356,12.472,3.799,10.105,6.202,4.89,9.149,5.538,3.977,9.752,11.428,0.5,8.694,7.55,4.307,13.566,2.459,-1.207,0.663,8.237,4.208,-2.843,2.1,1.642,6.961,6.387,4.447,4.317,7.752,-4.64,-5.049,7.19,9.022,15.681,7.187,0.701,11.201,13.784,1.609,10.296,1.146,2.332,3.469,-1.976,9.573,11.3,11.578,6.671,5.194,7.752,11.219,7.536,8.788,14.035,2.008,-1.695,2.98,12.032,11.914,3.952,10.772,7.852,8.42,-1.345,1.986,0.231,0.01,13.338,14.902,10.115,5.175,-0.126,6.288,5.612,10.854,-1.196,6.258,10.666,3.566,4.72,10.943,9.742,13.127,0.755,-3.4,11.996,1.897,6.162,1.822,-0.423,3.597,13.37,14.399,0.816,13.436,4.701,12.937,-2.726,10.082,6.463,-0.089,-0.979,4.123,5.327,-3.338,4.322,0.054,7.778,-1.247,6.62,12.785,-1.316,0.99,8.323,5.321,4.623,5.056,7.224,8.416,-0.816,10.445,5.184,7.406,5.336,9.005,1.438,9.303,2.156,6.445,2.805,0.418,13.517,-1.236,11.649,7.24,8.174,7.635,0.594,7.742,5.663,5.449,16.501,10.89,8.514,12.246,6.332,6.806,0.402,6.335,9.421,1.822,8.974,1.427,5.968,4.103,9.44,1.045,3.628,2.385,9.716,3.564,4.847,-2.325,0.559,10.272,11.298,5.365,9.617,4.14,0.193,0.848,5.373,8.619,7.231,10.151,6.214,-3.459,1.688,-0.139,-1.053,6.383,0.908,1.677,12.045,4.347,8.817,-1.212,6.505,10.577,-0.517,8.239,14.944,7.408,6.733,10.089,5.665,12.844,4.295,3.6,14.7,-0.227,5.27,-0.314,10.577,0.641,3.155,3.058,2.404,1.865,-2.893,5.331,6.738,11.014,4.185,7.153,-1.422,7.601,7.435,2.265,10.624,13.154,8.638,5.83,5.856,-0.49,-1.105,-2.005,2.535,5.042,3.252,-1.382,-0.248,6.697,3.91,3.098,2.867,1.798,6.224,4.085,7.632,3.018,0.234,7.175,4.35,4.551,-0.138,11.871,0.199,6.221,10.481,6.472,3.371,5.002,-0.336,4.962,-1.658,-0.907,7.299,6.458,4.837,9.656,8.36,5.019,5.836,1.994,-2.608,2.88,7.083,10.065,7.857,3.078,6.22,3.637,-1.887,2.286,7.113,8.127,0.048,8.233,-3.868,6.626,6.287,3.092,1.699,6.15,13.783,-1.265,3.482,2.417,6.675,-0.426,5.632,-0.518,7.659,10.316,-4.168,3.071,13.793,-2.186,3.016,-0.144,9.971,10.24,7.751,6.423,5.802,1.91,9.758,7.439,-2.652,-3.01,-5.999,-1.075,4.937,13.403,6.896,6.983,-5.75,7.441,5.669,8.502,6.977,5.879,7.9,6.59,3.772,2.961,2.594,9.824,5.303,10.849,-5.015,2.863,4.514,0.215,3.797,2.9,9.772,7.8,7.303,1.775,0.4,6.58,5.947,-2.137,5.781,5.994,5.149,8.219,5.968,-5.514,1.53,1.699,-0.51,2.257,5.162,7.745,-1.043,3.89,-1.512,12.142,-2.15,7.006,6.433,2.592,2.687,7.059,2.738,4.528,6.47,-2.449,4.844,9.392,-4.106,-1.316,2.575,2.81,1.834,3.438,6.41,6.514,1.429,2.507,4.055,2.814,4.609,6.788,-2.144,0.673,2.027,9.558,3.754,7.561,3.86,7.423,10.385,5.992,4.107,3.797,-3.899,1.357,6.018,-0.571,4.402,4.04,4.3,-0.635,7.886,-2.78,4.822,6.716,-1.104,3.623,7.533,-0.872,7.805,8.159,6.737,1.328,7.298,9.039,3.338,6.55,3.758,0.778,4.028,-1.12,3.3,4.614,-0.565,3.329,4.012,1.136,7.504,5.242,-1.719,4.64,-1.15,8.12,7.456,2.449,8.043,4.813,4.389,6.765,4.227,3.083,4.775,-0.024,3.854,2.044,6.183,0.613,-2.955,5.847,6.808,-0.397,3.026,-2.55,-5.866,0.096,10.719,0.95,7.501,-2.683,0.557,9.206,3.081,-0.258,-0.244,-1.242,0.859,-0.662,-1.644,-2.431,2.391,7.58,-0.265,-2.442,1.835,4.185,-0.057,4.3,11.295,-5.007,6.264,2.797,2.817,7.066,6.518,-0.066,2.477,2.422,8.992,1.069,-0.907,2.246,2.475,-3.747,-3.905,-0.816,0.252,0.485,0.936,3.911,-1.625,8.71,3.428,2.249,-4.587,-2.339,-2.881,0.672,1.586,1.804,5.609,-0.72,3.615,2.092,7.306,0.234,0.542,-2.767,-3.106,5.072,0.816,4.323,3.516,3.308,-1.285,-0.218,1.39,1.563,1.149,-3.247,-1.276,2.141,-0.151,-1.006,0.788,-4.334,1.567,9.292,9.157,0.939,1.254,2.699,6.123,5.267,-1.928,0.514,2.295,3.449,-0.331,-0.458,-0.714,-2.724,3.238,-1.899,2.786,0.327,-0.161,1.195,-1.249,1.99,-1.145,0.734,1.269,-0.719,0.742,-1.963,-0.642,-1.671,1.726,-2.844,-0.082,0.214,1.776,-1.329,2.453,3.776,0.802,-1.987,1.028,0.646,1.211,-0.156,1.495,1.265,1.428,1.167,-1.103,-5.273,7.774,2.754,0.245,2.553,2.37,3.271,-0.329,0.126,-0.359,-1.338,-4.5,4.283,-0.363,1.308,1.324,4.994,-0.735,1.134,5.066,1.857,-0.981,2.662,-1.41,0.894,-1.857,-0.46,-0.189,-1.44,-0.358,1.413,-3.821,-4.638,3.34,-1.815,-0.531,0.234,2.155,5.411,-4.295,5.851,2.552,2.287,0.515,-1.435,1.513,-3.02,3.847,1.713,1.342,1.332,-0.931,-2.951,0.018,2.764,-1.601,3.254,0.214,0.733,-0.78,-1.678,2.796,-3.042,4.646,2.41,-0.399,2.427,-2.664,-0.649,0.047,-2.648,4.079,-2.527,0.21,2.993,-0.305,2.599,0.157,2.644,4.805,-2.201,-0.204,3.4,1.344,1.707,-1.05,3.93,0.069,-1.121,5.463,0.296,3.375,1.95,8.945,0.606,5.647,-2.165,0.981,-0.691,-0.907,-1.747,-0.073,-3.573,0.298,5.752,-1.753,0.617,1.694,1.963,-0.049,1.341,1.315,-1.431,3.113,0.171,5.586,4.881,-2.04,-2.248,-0.371,-0.531,-1.456,-1.411,-1.854,-0.412,4.153,-2.093,6.701,0.956,-2.279,-1.572,4.624,4.39,1.537,2.689,5.647,1.442,-2.717,8.873,21.256,10.429,9.934,9.758,15.866,12.412],"base_top":[[248058,21.256],[40,20.44],[760,18.068],[3928,17.531],[22916,16.501],[3811,16.232],[27,16.093],[1206,15.867],[248068,15.866],[12189,15.681]]},"positions":{"tokens":[248058,198,27,1628,85236,10665,27391,29,198,27,15704,76443,29,198,1856,3766,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=all","_desc","endants",">","\n","<","parameter","=node",">","\n","not"," provided","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.9287,1.6259,-0.0345,-0.0678,-2.741,0.7726,-0.6125,-0.0564,0.1647,-0.8853,-0.1432],[-2.8539,1.0761,7.9336,15.8587,-1.1792,-1.9086,1.148,-0.7001,0.0992,-0.5734,-0.4099],[-2.5203,0.8411,10.2255,17.2372,-1.8565,-0.9615,-0.8184,-0.2473,-0.1131,-0.729,-0.0889],[-1.2222,0.2027,10.228,16.6391,-2.8131,-0.2957,-0.1324,-0.6737,-0.2693,-0.5552,0.1303],[-1.1582,0.2251,8.9118,16.7332,-2.7786,-0.8154,-2.5337,-0.669,-0.2289,-0.8293,0.5217],[-1.4511,-1.0542,10.5432,19.0736,-2.5689,-0.7579,-1.2368,-1.1709,-0.1031,-1.2574,0.366],[-2.6241,-2.0463,9.9704,18.0035,-0.8956,0.3665,0.5047,-0.9587,-0.3867,-1.2517,0.0626],[-3.1934,-0.9178,9.814,19.6537,-0.718,-1.2785,0.4555,-0.7018,-0.4112,-1.4284,0.3318],[-4.4224,0.3197,9.4508,20.9029,-2.0095,-2.4256,1.4764,-0.396,-0.2783,-1.1674,-0.0925],[-3.8801,0.3163,10.6301,15.8972,-1.7657,-1.4773,-0.1859,-0.3857,-0.3366,-1.1819,0.1182],[-0.5811,-0.7196,9.8816,16.3465,-3.1121,-1.2982,2.5522,-0.2782,-0.2829,-0.9969,0.0742],[-1.5803,-0.22,9.1996,16.4337,-3.457,-1.6465,-1.3797,-0.6285,-0.2736,-1.3303,0.4202],[-2.5608,-1.2042,11.4699,20.6757,-1.992,-3.0779,0.0429,-0.9231,-0.2741,-1.4566,0.139],[-0.3947,0.2457,13.8073,16.955,-2.2393,-2.0032,1.8008,-0.5436,0.1111,-1.2747,-0.1091],[1.0656,1.161,17.232,11.5692,-0.7941,-2.0403,-1.2718,-0.7256,0.1148,-1.3007,-0.0467],[-1.4886,-0.9145,10.4675,18.6898,-1.1924,-1.0028,-0.01,-0.9911,0.0815,-1.5428,-0.145],[-0.2811,0.9036,9.095,19.3606,-2.4004,-1.358,1.3635,-0.9697,-0.0793,-2.2495,0.0581],[-1.8521,0.1418,11.9456,19.494,-1.327,-0.3726,0.4883,-0.4848,0.0751,-1.25,-0.4118],[-1.7355,0.774,11.3461,17.6755,-1.6385,-0.8642,-0.0049,-0.3961,0.0064,-0.6594,-0.5253],[-3.087,-0.0342,9.6792,21.0081,-0.6057,-3.0655,0.1645,-0.7042,0.0682,-1.2348,0.0082],[-1.0438,-0.5759,10.649,20.2904,-1.2505,-0.7866,1.3917,-0.3034,0.1395,-1.0486,-0.0145],[-2.5598,0.7023,9.869,15.6992,-0.9544,-0.8404,-0.581,-0.4442,-0.1683,-1.0695,-0.1557],[-0.1354,-0.5554,10.3822,16.3578,-2.271,-1.049,1.7812,-0.1237,-0.2287,-0.7849,0.1169],[-1.3642,-0.965,10.0529,16.4897,-2.2847,-2.0094,-1.1925,-0.2513,-0.239,-0.9638,0.5789],[-0.7736,-1.155,12.8002,17.635,-1.7033,-2.2341,-1.2342,-0.9832,-0.2806,-1.439,-0.1848],[-3.102,-2.1821,11.31,21.5162,-1.0565,-1.8941,0.1884,-0.8047,-0.2057,-1.4986,0.1848],[-2.7112,-1.0278,12.5752,18.7677,-2.2919,-1.5877,1.4213,-0.282,-0.2469,-1.2701,-0.1134],[-0.9698,-0.6919,16.1505,14.9642,-0.9283,-1.621,-1.2422,-0.6163,-0.2533,-1.3129,-0.1345],[-3.7422,-0.8622,10.5099,22.2392,-1.5206,-1.6571,1.3287,-0.5333,-0.0034,-1.3914,-0.217],[-4.061,-1.1102,12.2821,18.8372,-1.8566,-0.398,0.7392,-0.4959,0.0953,-1.238,-0.6194],[-2.6043,-0.4468,11.585,16.741,-1.6111,-0.4604,1.2565,-0.6001,0.055,-0.6504,-0.6681],[-4.0045,-0.3235,8.9888,20.6524,-0.536,-2.0405,0.4375,-0.5482,0.2245,-1.0523,-0.0522],[-2.3634,-0.1362,10.3256,21.332,-2.0551,-1.7376,1.6214,-0.2283,0.1815,-1.1239,-0.2553],[-3.8607,0.763,11.0481,17.3164,-0.5952,-0.8014,-0.4057,-0.2609,-0.0698,-0.9665,-0.1572],[-3.2805,-0.2559,10.5988,16.6164,-1.9196,-0.758,-0.5715,-0.4703,0.0186,-0.995,-0.381],[-4.0771,-0.1231,7.3767,14.987,-0.7319,-2.4885,1.1397,-1.2504,0.0408,-1.2013,-0.1748],[-1.9416,-1.2627,10.2612,16.5473,-1.3618,-1.1758,1.7938,0.1627,0.2544,-0.79,-0.1342],[-3.3495,0.2378,8.7923,12.2557,-1.7344,-0.9676,-0.7829,-0.9595,-0.0802,-1.4085,0.2696],[-2.4071,0.9434,9.4402,14.1273,-2.2882,-1.2262,-1.4015,-0.7277,-0.0049,-1.5899,0.0475]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=all_descendants>\n<parameter=node>\nnot provided\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":39,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"selection-611402-0061","set":"selection","cohort":"valid_call","family":"inventory_adjustment","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_26773 {\"p_1_25\": \"birch_253\", \"p_2_16\": 72}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_383, reference 047. These are not inputs to this request.\nPlease add units to inventory.\nNumber of units: 72. Product code, preserving leading zeros: \"birch_253\".","tools":[{"function":{"description":"Remove units from inventory. Inert synthetic operation.","name":"fx_69684","parameters":{"additionalProperties":false,"properties":{"p_1_25":{"description":"Product code, preserving leading zeros","type":"string"},"p_2_16":{"description":"Number of units","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_25","p_2_16"],"type":"object"}},"type":"function"},{"function":{"description":"Add units to inventory. Inert synthetic operation.","name":"fx_26773","parameters":{"additionalProperties":false,"properties":{"p_1_25":{"description":"Product code, preserving leading zeros","type":"string"},"p_2_16":{"description":"Number of units","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_25","p_2_16"],"type":"object"}},"type":"function"}],"prompt_tokens":642,"decision":{"rms":0.3705130219790903,"sumsq":140.57359304302372,"hb":[-0.03543,-0.03061,-1.97651,0.21047,-1.49228,0.2308,-0.60984],"lse":23.395932461845852,"logits":[13.367,12.14,10.42,11.422,11.19,10.522,8.611,7.756,11.443,10.432,10.571,17.171,10.974,11.567,13.334,10.654,9.707,13.141,11.47,10.289,20.271,9.798,11.481,13.097,13.308,11.842,10.206,9.449,12.485,9.678,9.947,14.593,12.81,8.134,11.803,13.217,9.936,11.978,8.95,9.907,11.672,9.103,6.707,12.283,4.332,6.208,-0.062,10.945,5.831,12.793,6.605,9.092,10.154,6.259,8.918,5.351,9.25,12.975,9.485,5.699,8.182,13.799,5.653,9.08,10.934,11.421,4.874,9.819,1.966,16.45,8.201,6.511,7.685,-1.396,8.793,1.988,9.693,5.822,8.61,8.368,10.05,9.345,8.072,8.468,11.201,5.312,6.648,5.089,8.796,12.807,1.498,5.787,15.052,11.458,2.691,6.143,11.307,-3.197,4.212,3.153,5.99,8.245,-1.067,6.751,-0.304,12.702,9.861,3.904,7.67,11.41,5.853,9.283,5.496,6.157,7.084,10.467,14.572,4.502,7.382,8.05,11.529,10.552,12.248,13.782,12.183,11.223,2.491,12.569,13.016,8.778,0.547,6.014,4.171,5.72,12.144,6.649,2.964,11.935,5.657,9.323,7.998,12.986,12.364,3.505,-1.246,5.619,11.006,1.623,15.403,2.729,-0.362,10.261,7.409,6.011,4.643,9.532,5.989,8.527,8.655,9.194,7.589,3.035,8.842,-1.057,7.364,3.78,8.434,7.742,-5.781,10.135,10.436,10.264,11.945,8.099,8.946,6.164,6.501,7.384,10.441,7.553,7.29,3.217,9.219,4.966,8.485,13.634,5.369,11.931,-2.637,9.676,9.881,2.493,9.706,13.795,6.067,3.294,9.554,9.577,11.77,3.135,7.057,12.626,7.054,3.991,11.248,7.179,8.982,6.035,5.337,10.485,1.935,11.548,14.863,3.668,6.173,4.852,-4.075,0.718,5.496,4.886,7.496,6.694,8.235,3.197,-2.744,6.885,6.61,3.707,1.575,4.083,9.649,-1.206,2.822,5.999,8.242,11.375,3.192,9.939,7.734,8.221,8.101,3.164,2.867,3.334,3.22,12.526,0.653,-3.667,7.436,8.647,0.274,10.912,7.518,7.955,4.399,-3.128,12.107,12.133,5.432,10.14,8.336,10.815,6.565,1.983,4.753,6.629,11.24,9.042,4.194,13.823,-0.408,4.463,2.033,-0.208,1.017,6.944,6.941,6.493,6.766,0.405,9.611,8.728,0.351,4.538,7.665,7.868,-0.522,6.639,11.779,11.349,7.153,5.988,10.122,7.353,7.707,8.682,8.062,10.596,13.199,8.888,10.177,5.744,5.942,8.187,6.145,4.15,4.98,9.567,0.152,9.26,6.969,3.983,11.817,4.224,-2.113,-2.902,7.488,8.078,-5.57,-0.124,5.476,9.364,8.779,7.849,9.327,10.339,-3.697,-3.624,6.031,9.101,13.567,6.917,3.314,8.534,12.902,6.966,8.882,1.602,2.507,5.858,-3.209,10.146,12.441,12.683,9.716,4.71,8.393,3.216,6.256,1.222,9.67,5.119,-1.866,4.954,9.147,12.476,7.05,9.635,8.319,9.806,0.248,4.397,0.044,-0.363,12.087,10.73,10.652,3.922,4.895,3.901,10.916,10.617,0.814,5.17,9.568,5.89,4.821,8.858,7.0,13.309,6.028,-2.489,13.898,3.622,7.012,6.379,0.463,2.943,8.142,11.234,4.002,10.261,3.134,9.831,0.225,8.632,8.068,1.618,1.445,0.728,5.564,-3.924,5.492,1.558,10.244,1.953,9.954,10.642,-3.185,1.381,12.307,8.134,0.826,4.424,8.421,8.184,-2.359,11.238,8.059,8.124,8.756,10.03,1.56,7.111,9.646,9.545,4.088,1.182,11.123,0.129,11.664,8.997,3.08,5.415,2.155,4.723,7.71,5.486,11.958,10.661,8.453,5.313,8.455,5.855,2.197,3.571,9.749,0.271,11.883,1.116,6.973,-0.555,11.258,-2.682,4.16,3.89,8.1,6.522,5.54,0.684,3.239,9.02,9.918,5.947,7.941,3.05,0.406,2.071,7.926,8.41,6.809,12.662,7.464,-0.112,2.461,2.576,0.799,5.589,5.112,2.946,7.841,4.783,9.228,-1.397,6.209,8.908,-1.473,7.498,15.128,8.799,6.547,5.396,6.217,8.106,6.639,5.189,10.619,0.231,6.855,2.118,5.493,1.13,2.911,5.982,0.68,3.856,0.281,4.906,14.619,14.188,2.48,9.609,0.913,2.177,8.134,3.074,7.812,12.354,4.794,6.425,8.198,1.209,3.301,-1.71,4.418,5.656,0.254,-1.084,1.638,5.96,4.239,4.7,3.843,4.877,5.128,6.059,8.089,3.289,3.469,6.071,4.37,1.191,0.907,10.698,0.312,6.52,10.233,5.805,4.991,8.057,3.478,6.196,-1.383,1.963,7.02,10.312,5.327,10.73,2.026,7.812,7.916,4.219,-1.002,2.834,6.647,9.289,5.152,2.354,9.97,2.016,-1.077,6.763,4.193,7.837,2.885,2.512,-3.205,4.589,6.317,1.141,3.443,6.604,8.274,-2.533,4.707,0.724,5.923,0.25,11.603,-2.17,10.109,9.509,-0.945,5.508,9.11,-2.278,2.666,2.923,5.44,13.452,0.648,5.662,7.957,4.794,10.753,9.898,2.067,-1.143,-3.361,0.277,7.235,9.013,8.386,7.189,-0.763,6.101,2.322,8.245,3.885,7.13,9.07,4.424,4.309,1.814,5.24,10.985,3.39,7.745,-2.068,3.678,4.831,1.505,2.762,2.074,7.584,11.408,6.105,-0.416,-0.037,4.752,9.746,-0.67,5.554,7.221,7.646,6.643,6.332,-2.844,1.528,4.056,-0.733,1.438,8.883,6.09,-4.282,0.667,-0.806,9.854,-0.822,2.346,7.941,6.44,7.879,9.61,1.108,6.077,6.6,-2.41,5.729,9.625,-2.777,-2.187,1.692,6.441,0.427,6.474,6.057,5.771,0.488,3.5,3.231,1.907,5.635,9.862,3.186,2.275,-1.747,9.723,6.862,8.361,6.581,5.499,9.606,6.52,4.087,6.037,1.455,2.492,6.119,0.378,5.338,3.338,-0.04,-0.972,12.648,-2.55,5.633,2.513,-0.46,5.95,7.66,-1.682,6.603,12.506,1.566,0.984,4.324,5.383,4.344,1.985,4.267,1.786,3.826,2.666,2.179,9.592,-0.635,9.283,9.386,4.913,4.309,-0.734,5.157,4.665,1.654,7.216,6.748,0.86,12.338,1.687,3.689,3.992,6.125,3.772,7.622,3.031,0.631,2.571,5.836,1.849,-2.409,9.125,-1.771,1.175,6.452,1.829,-2.832,2.351,6.228,0.63,2.731,-1.839,2.711,8.076,4.477,3.556,0.086,2.052,-0.93,3.705,-0.306,-3.824,7.358,7.167,1.812,-0.99,2.645,7.071,2.008,6.292,11.25,-1.425,4.513,5.742,5.832,3.962,10.362,-2.133,3.682,1.274,8.875,1.087,0.09,6.083,1.587,0.664,0.161,-0.827,1.331,0.361,2.259,4.677,-0.754,5.22,3.142,2.029,-1.927,-2.441,-1.348,1.223,3.688,2.395,3.171,0.071,4.1,1.018,5.983,2.342,0.332,1.509,1.648,1.294,-0.066,4.616,3.164,4.069,0.333,3.249,-0.455,1.785,0.181,-4.246,2.327,1.49,0.948,0.624,0.591,0.29,1.173,12.883,9.603,2.52,3.802,3.56,2.81,3.035,-0.348,-1.364,4.077,2.201,-1.988,0.535,0.016,-5.343,4.794,-0.292,1.255,-0.326,3.509,-1.063,-1.807,3.383,-1.375,-1.159,-0.544,1.112,1.426,-0.246,-1.668,-1.873,2.344,2.827,0.584,0.446,0.193,-1.161,0.72,2.432,0.097,0.178,-4.902,-0.566,0.761,1.517,2.027,0.999,2.888,2.649,-2.412,-2.739,5.495,3.299,-1.425,1.621,3.519,4.848,1.254,-1.929,0.598,-0.923,0.64,3.449,-0.652,2.107,1.947,4.958,1.761,1.335,3.735,2.279,-0.341,5.399,-0.233,0.065,0.977,0.503,4.522,0.501,1.132,3.498,-3.513,-1.697,4.307,1.148,-0.174,1.067,1.929,3.506,-0.142,3.765,-0.446,1.691,1.108,-0.676,0.785,-1.31,4.349,0.586,1.109,2.997,-3.554,0.72,2.155,4.406,0.228,2.073,0.103,2.773,0.774,-0.101,3.576,2.85,3.547,-0.19,0.204,2.886,-2.439,-1.613,-1.105,-3.614,2.091,-1.854,1.57,-1.726,0.622,-0.773,-0.377,6.277,2.536,-1.288,1.638,1.31,-0.38,0.076,2.462,5.043,2.049,-1.512,5.605,1.92,1.868,2.653,3.093,-0.994,3.831,-2.545,2.423,0.658,-0.499,-0.513,-2.811,0.799,1.929,2.595,-0.345,4.249,4.661,3.948,-0.053,2.742,2.479,2.003,5.929,0.651,2.827,4.371,-2.033,-1.186,-1.291,0.633,-3.138,-1.88,-0.008,-0.874,0.61,-2.91,0.999,2.471,-0.122,-1.961,2.778,2.334,0.862,2.242,3.915,1.565,-4.224,10.239,23.342,11.396,11.589,11.006,15.09,13.405],"base_top":[[248058,23.342],[40,20.271],[27,17.171],[760,16.45],[2665,15.403],[27775,15.128],[248068,15.09],[1206,15.052],[5328,14.863],[31243,14.619]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,17,21,22,22,18,29,198,27,15704,16874,62,16,62,17,20,29,198,42404,329,62,17,20,18,198,510,15704,29,198,27,15704,16874,62,17,62,16,21,29,198,22,17,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","2","6","7","7","3",">","\n","<","parameter","=p","_","1","_","2","5",">","\n","bir","ch","_","2","5","3","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","1","6",">","\n","7","2","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.4924,-1.3519,0.8546,0.5745,-1.6098,0.5959,-0.4951,0.0234,0.0695,-0.6895,-0.0309],[-4.197,0.6687,7.6081,14.4971,-1.1375,-1.6617,1.9914,-0.9344,0.1416,-0.5458,-0.364],[-5.1656,-1.1558,11.3514,18.6374,-1.2025,-0.8037,0.579,-0.356,0.1179,-0.8332,-0.1918],[-2.9924,-1.8528,10.186,16.2388,-1.7913,-0.9211,1.3553,-0.8514,0.113,-0.6003,0.0449],[-3.0587,-2.2132,10.869,15.6633,-2.0999,-1.0592,-1.0785,-0.6215,0.345,-1.1028,0.664],[-1.7796,-3.0047,9.5972,15.1727,-0.979,-0.7825,0.5407,-0.8482,0.5999,-1.1896,0.139],[-4.1943,-1.2862,11.9281,21.4806,-1.9129,-0.1613,0.3719,-1.4927,0.4485,-1.3583,0.093],[-2.9676,-1.6862,16.2028,20.4933,-0.9213,-1.2188,-0.8989,-0.638,0.3724,-1.3411,-0.4525],[-3.3111,-2.0447,14.6351,21.1607,-1.7721,-2.3419,-1.9154,-1.5679,0.0553,-1.439,-0.1821],[-4.0546,-2.6501,13.5121,20.3667,-1.6756,-1.5662,-1.6925,-1.4487,-0.1541,-1.3676,-0.4284],[-3.4104,-2.1489,12.2996,18.0637,0.1526,-1.226,-1.9355,-1.4558,-0.1187,-1.0237,-0.3577],[-5.0815,-1.8865,11.2826,21.5939,-1.0139,-2.6024,0.4028,-1.6569,0.1842,-1.5226,-0.2171],[-5.7918,-1.3973,10.4321,22.7751,-1.1386,-2.4374,0.9146,-0.8477,0.1128,-1.0781,-0.0629],[-5.8318,-0.0893,10.7511,21.6112,-1.389,-2.1438,1.0028,-0.0004,0.1705,-0.8714,-0.3557],[-5.0719,-0.9429,11.0359,17.9733,-1.6434,-1.6893,-0.2357,-0.2039,-0.1708,-1.0605,-0.2143],[-1.6011,-1.4503,10.4734,18.2206,-2.2834,-1.6894,2.8084,-0.3682,-0.1067,-1.0837,-0.4527],[-2.2514,-1.6783,10.0896,20.5195,-2.5702,-1.3111,-1.2101,-0.7527,-0.0343,-1.1057,0.1479],[-3.7482,-0.5931,10.4088,21.6334,-2.1862,-1.58,0.5299,-1.0483,0.1117,-1.4429,-0.1545],[-2.8753,-1.5635,15.2265,22.8504,-2.5032,-1.5351,-0.3309,-0.4803,0.1126,-1.5786,-0.5722],[-3.9927,-1.9578,11.7251,22.2772,-2.6701,-1.507,-0.0322,-1.3043,0.1245,-1.9874,-0.0983],[-3.4637,-2.4874,15.8745,21.351,-2.3471,-1.5693,-0.9865,-0.6897,0.1909,-1.6059,-0.6398],[-3.4149,-1.2667,12.8911,22.0131,-0.8876,-3.5496,-1.9245,-1.3256,-0.1061,-1.7514,-0.3616],[-4.4443,-1.8155,13.4189,21.3907,-1.1072,-2.8425,-0.1175,-0.757,-0.0521,-1.7316,-0.0392],[-3.7535,-1.6248,16.935,19.2017,-2.9523,-1.2433,0.7894,-0.256,0.2085,-1.379,-0.1713],[-1.8393,-1.6398,20.6392,15.1346,-1.0618,-1.2601,-2.3657,-0.5095,0.0193,-1.5029,-0.0922],[-3.8885,-1.7242,13.2618,20.4421,-1.1695,-0.1913,1.3372,-0.6997,-0.0184,-1.2625,0.3256],[-4.4386,-0.5687,13.3823,22.2074,-1.9639,-0.5568,0.8803,-1.3949,0.1741,-1.716,-0.1306],[-3.0577,-1.3371,16.0041,20.8127,-1.5021,-0.604,-0.2819,-0.4792,-0.0232,-1.5794,-0.6284],[-2.7891,-1.247,13.9112,19.4901,-0.8979,-2.0825,-2.923,-1.4878,-0.07,-1.6661,-0.3615],[-3.7671,-0.8026,12.0639,20.4794,-0.4375,-2.0938,-0.4671,-1.2064,-0.0377,-1.9222,-0.2308],[-3.5377,-0.4485,12.4693,20.4699,-0.991,-1.3899,0.1158,-0.8539,0.0005,-1.771,-0.2631],[-4.3762,-0.9816,12.5118,18.7241,-1.8605,-0.8624,0.491,-0.7613,0.1125,-1.4182,-0.7031],[-2.7305,0.1898,11.1425,15.9035,-2.0772,-1.0821,0.6512,-0.5777,0.0428,-0.6127,-0.6169],[-5.2431,0.3493,8.8168,21.6096,-0.9865,-3.3453,1.0488,-1.1761,0.2034,-1.2006,-0.3432],[-2.9328,-1.2377,11.964,21.2565,-1.1171,-0.4381,1.2202,-0.3184,0.2851,-1.123,-0.2185],[-4.7997,-0.2677,10.2325,18.9243,-1.8531,-1.1277,-0.4141,-0.431,-0.1795,-1.0183,-0.3447],[-1.7273,-1.2027,10.6531,18.5284,-2.9171,-1.2897,2.5075,-0.7955,0.0738,-0.8861,-0.3616],[-2.4969,-1.5533,9.7159,20.9884,-2.8983,-1.4164,-1.0969,-0.8324,0.0527,-1.1426,0.0778],[-3.7994,-0.8539,10.6375,21.5822,-2.6599,-1.8889,0.3715,-1.104,0.3104,-1.2451,-0.0906],[-3.3752,-2.2132,14.9275,22.54,-2.5954,-1.7532,-0.1809,-0.6493,0.2324,-1.3688,-0.5935],[-4.6354,-2.2144,11.4856,22.8682,-1.831,-1.4953,-0.0361,-1.4409,0.097,-1.9768,-0.058],[-3.7712,-2.7378,14.7052,21.4771,-1.5608,-1.8213,-1.2493,-0.733,0.0438,-1.4921,-0.7471],[-3.1137,-2.0968,12.0535,22.0937,-1.8056,-3.3858,0.0681,-1.3093,0.0029,-1.2622,-0.2645],[-4.7581,-0.735,11.4852,21.9377,-1.9001,-2.6888,1.7995,-0.9295,0.1666,-1.144,-0.1656],[-4.1301,-0.9574,13.574,21.1642,-2.694,-1.1471,2.0069,-0.4784,0.2191,-0.8198,-0.557],[-2.7445,-1.3207,18.091,18.7822,-1.3445,-0.3366,-1.3538,-0.4375,0.1229,-0.9412,-0.2555],[-4.0173,-0.8701,12.7182,21.2508,-0.6711,-1.6846,-0.6084,-0.8106,0.3278,-1.3737,-0.2615],[-5.0652,-1.5726,12.4271,21.402,-1.1089,-1.7445,0.6109,-0.3625,0.0016,-1.3408,-0.1872],[-5.1199,-1.6671,12.181,19.5284,-1.6878,-0.4102,0.399,-0.3964,0.1373,-1.2608,-0.4083],[-3.1177,0.0812,11.1133,16.4253,-1.4927,-0.8056,1.2677,-0.6713,0.1292,-0.5949,-0.451],[-4.1143,0.3933,8.479,20.4313,-0.9634,-2.3421,1.0,-0.903,0.197,-1.0991,-0.0967],[-3.3451,-1.4055,9.4462,19.8195,-0.8238,-0.4008,2.3266,-0.245,0.076,-1.0466,-0.2297],[-3.7263,0.308,9.055,16.2197,-0.6698,-0.4495,-0.0484,-0.7437,-0.1336,-1.2533,-0.3106],[-1.0869,-1.0306,9.5873,16.9812,-2.8512,-0.8848,2.9233,-0.4035,-0.1036,-0.6512,-0.2989],[-2.2724,-1.7194,9.8392,20.6999,-2.3744,-1.7585,-1.4935,-0.6621,-0.1324,-1.0146,0.0281],[-2.4974,-0.0551,10.4126,19.6777,-1.6764,-3.2718,-0.3518,-0.7601,0.0356,-1.3287,-0.091],[-4.0616,-1.4606,11.0056,21.9599,-0.7865,-2.2419,-0.0579,-1.0234,-0.1139,-1.6992,-0.0744],[-2.7678,-0.9475,12.9787,20.0105,-2.351,-1.9405,1.0565,-0.3117,-0.0921,-1.3101,-0.1235],[-1.5141,-0.9043,16.6091,16.7963,-1.2153,-1.9745,-1.3331,-0.7163,-0.0864,-1.4834,-0.1931],[-4.8826,-1.0518,10.7935,22.6936,-1.4046,-1.7847,0.9544,-0.6416,0.0936,-1.5524,-0.27],[-4.7485,-1.4494,12.2749,18.7761,-1.6406,-0.68,0.6564,-0.6455,0.2759,-1.2941,-0.6253],[-2.8118,-0.0468,11.2302,15.8459,-1.4918,-0.637,1.2298,-0.8166,0.2125,-0.6318,-0.6415],[-4.1425,0.22,7.4889,18.2898,-0.2185,-2.2999,0.4062,-0.7727,0.3617,-1.0798,-0.076],[-4.9138,-0.4507,10.0798,21.213,-0.8925,-1.8028,1.7131,-0.2727,0.3381,-1.0091,-0.4647],[-5.7714,0.0632,11.3507,17.988,-0.6448,-0.7489,-0.6505,-0.4543,0.0714,-0.882,-0.1433],[-3.9086,0.0959,9.6339,16.1741,-1.6235,-0.5114,-0.1872,-0.9724,0.1104,-0.8174,-0.3061],[-4.2843,-0.2249,5.4396,12.8916,-0.3714,-1.7335,1.9571,-1.4114,0.2424,-0.9121,-0.1022],[-4.5787,-2.683,9.5256,17.6592,-1.1381,-0.7616,2.7975,-0.0803,0.264,-0.8171,0.0125],[-4.7363,-0.663,8.0713,12.5234,-1.6321,-1.6132,0.2314,-0.7563,-0.1385,-1.1277,0.0603],[-3.3742,-0.5903,9.0445,13.318,-2.0943,-0.3587,-2.0558,-1.0407,-0.1267,-1.5899,0.0281]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_26773>\n<parameter=p_1_25>\nbirch_253\n</parameter>\n<parameter=p_2_16>\n72\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=fx_26773>\n<parameter=p_1_25>\nbirch_253\n</parameter>\n<parameter=p_2_16>\n72\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=fx_26773>\n<parameter=p_1_25>\nbirch_253\n</parameter>\n<parameter=p_2_16>\n72\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_26773>\n<parameter=p_1_25>\nbirch_253\n</parameter>\n<parameter=p_2_16>\n72\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0043","set":"selection","cohort":"need_clarification","family":"tree_scope","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: list immediate children of a tree node.\nTree node identifier: not provided.\nUnrelated archived note: maple_982, reference 053. These are not inputs to this request.","tools":[{"function":{"description":"List every descendant of a tree node. Inert synthetic operation.","name":"all_descendants","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"node":{"description":"Tree node identifier","type":"string"}},"required":["node"],"type":"object"}},"type":"function"},{"function":{"description":"List immediate children of a tree node. Inert synthetic operation.","name":"direct_children","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"node":{"description":"Tree node identifier","type":"string"}},"required":["node"],"type":"object"}},"type":"function"}],"prompt_tokens":543,"decision":{"rms":0.36462755589807705,"sumsq":136.14310862869024,"hb":[-0.0714,-0.02106,-1.03776,0.23819,-0.46592,-0.0484,-0.19585],"lse":21.726321667625392,"logits":[12.273,13.281,12.055,12.569,11.969,10.052,9.309,8.399,10.463,11.14,8.584,16.042,10.415,7.667,12.341,8.693,7.34,7.599,7.928,9.024,20.481,7.966,10.687,15.593,12.305,9.202,8.257,8.275,10.433,7.204,8.809,12.577,12.372,6.783,10.929,7.218,5.558,11.06,6.898,7.732,11.43,5.017,7.27,10.721,3.254,7.134,0.404,10.637,5.181,14.686,0.902,8.792,6.46,7.803,5.51,3.622,7.642,11.248,10.3,7.149,4.735,13.072,-0.1,6.239,8.645,9.324,3.63,8.581,0.646,18.098,11.395,12.222,8.377,4.622,6.734,4.288,9.352,9.911,9.884,8.625,7.512,7.446,6.917,6.161,7.745,8.354,7.548,2.857,9.277,8.633,-1.337,4.781,15.843,9.49,6.538,6.791,10.938,-3.394,-1.131,1.176,6.375,7.16,0.286,9.704,1.37,12.943,9.689,2.811,4.274,7.928,4.734,10.247,4.564,4.602,6.236,8.89,15.062,4.948,4.33,11.732,10.282,8.146,11.148,13.21,12.948,9.297,4.185,9.099,7.606,8.752,0.562,7.392,1.372,4.925,8.822,12.767,5.666,13.165,2.719,7.472,6.034,14.877,13.485,3.582,2.545,6.708,11.377,-3.445,14.669,0.898,-5.252,8.18,7.074,6.142,2.792,9.422,6.824,5.117,4.024,7.477,6.944,2.91,9.348,-1.775,6.199,3.219,9.947,6.776,-5.415,12.454,11.374,10.635,12.198,3.895,6.723,9.369,16.191,3.785,11.119,6.781,4.674,1.312,4.084,0.918,8.897,17.534,4.199,7.445,3.291,9.507,8.63,3.995,12.061,9.56,6.65,3.859,8.538,13.116,8.362,3.011,3.287,10.316,4.711,1.442,10.888,9.735,13.317,13.134,3.259,10.434,2.825,12.191,15.506,3.454,6.596,2.368,-4.716,5.32,0.6,2.029,10.933,6.343,5.438,2.357,-0.593,6.909,9.479,2.475,-2.149,0.446,12.717,0.714,1.165,6.719,11.048,8.1,4.976,7.899,2.004,7.985,5.329,0.219,6.338,3.874,6.707,10.994,-1.252,-0.694,11.838,7.085,0.046,13.325,8.046,11.15,2.431,4.311,9.409,12.621,4.649,11.922,12.86,9.408,3.17,0.041,2.81,10.622,1.035,7.883,5.804,10.651,-0.017,1.21,-0.916,0.39,0.567,12.426,7.82,3.124,5.322,0.666,15.561,6.217,-1.998,6.043,2.774,7.637,-4.452,9.794,8.641,10.817,8.538,4.822,12.401,13.671,7.09,9.039,12.856,10.403,12.558,3.784,10.114,6.254,4.961,9.16,5.638,4.111,9.834,11.465,0.695,8.701,7.532,4.357,13.578,2.431,-1.082,0.669,8.285,4.357,-2.811,2.062,1.677,7.071,6.386,4.485,4.197,7.735,-4.521,-5.128,7.224,9.126,15.692,7.249,0.695,11.138,13.757,1.684,10.334,1.214,2.409,3.462,-1.971,9.587,11.268,11.616,6.655,5.204,7.795,11.171,7.521,8.746,14.043,2.009,-1.711,3.018,12.206,11.963,4.004,10.727,7.917,8.544,-1.296,2.006,0.169,0.044,13.356,14.963,10.187,5.168,-0.103,6.309,5.665,10.925,-1.196,6.243,10.678,3.675,4.712,10.956,9.717,13.122,0.835,-3.426,12.076,1.867,6.185,1.836,-0.492,3.765,13.457,14.389,0.854,13.441,4.672,13.001,-2.702,10.079,6.533,-0.037,-0.929,3.95,5.401,-3.314,4.329,0.02,7.89,-1.175,6.626,12.824,-1.375,1.074,8.226,5.339,4.528,5.222,7.196,8.398,-0.832,10.426,5.215,7.364,5.329,9.009,1.535,9.357,2.229,6.45,2.889,0.535,13.542,-1.185,11.728,7.329,8.125,7.718,0.651,7.733,5.647,5.56,16.495,10.886,8.463,12.218,6.284,6.843,0.368,6.329,9.49,1.764,9.028,1.449,5.896,4.162,9.517,0.94,3.694,2.336,9.765,3.612,5.01,-2.36,0.553,10.3,11.287,5.346,9.644,4.159,0.226,0.978,5.392,8.62,7.219,10.157,6.231,-3.478,1.675,-0.155,-1.122,6.446,0.963,1.604,12.056,4.451,8.823,-1.271,6.608,10.574,-0.515,8.168,14.924,7.423,6.804,10.214,5.642,12.868,4.339,3.664,14.656,-0.164,5.313,-0.169,10.589,0.612,3.232,3.048,2.433,1.884,-2.765,5.252,6.821,11.071,4.187,7.142,-1.471,7.687,7.45,2.342,10.652,13.089,8.588,5.934,5.982,-0.37,-1.115,-2.023,2.577,5.059,3.317,-1.428,-0.278,6.678,4.022,3.224,2.894,1.887,6.302,4.074,7.611,3.071,0.289,7.253,4.37,4.523,-0.159,11.873,0.264,6.159,10.464,6.554,3.337,5.059,-0.249,4.944,-1.623,-1.08,7.219,6.566,4.978,9.624,8.311,5.04,5.849,2.128,-2.613,2.955,7.12,10.081,7.979,3.208,6.329,3.651,-1.812,2.428,7.145,8.042,0.022,8.24,-3.824,6.674,6.4,3.088,1.775,6.158,13.783,-1.286,3.446,2.519,6.681,-0.378,5.734,-0.554,7.581,10.396,-4.262,3.103,13.835,-2.041,2.927,-0.173,10.03,10.276,7.633,6.523,5.825,1.925,9.707,7.466,-2.652,-3.029,-5.949,-1.02,4.987,13.428,6.948,7.033,-5.744,7.421,5.774,8.49,7.018,5.833,7.95,6.592,3.804,3.004,2.618,9.782,5.302,10.9,-4.995,2.866,4.581,0.184,3.874,2.935,9.791,7.719,7.291,1.79,0.339,6.575,5.99,-2.077,5.777,5.963,5.114,8.212,6.065,-5.555,1.606,1.792,-0.407,2.212,5.234,7.699,-1.021,3.944,-1.445,12.124,-2.071,6.978,6.446,2.554,2.703,7.07,2.748,4.545,6.563,-2.431,4.841,9.423,-4.041,-1.258,2.621,2.743,1.903,3.404,6.408,6.587,1.422,2.625,4.015,2.842,4.626,6.889,-2.187,0.72,2.101,9.514,3.758,7.621,3.932,7.46,10.452,5.968,4.016,3.917,-3.704,1.326,6.073,-0.561,4.494,4.012,4.285,-0.624,7.853,-2.714,4.766,6.742,-1.14,3.641,7.579,-0.825,7.763,8.254,6.728,1.458,7.305,9.045,3.397,6.616,3.788,0.777,4.124,-1.09,3.42,4.684,-0.496,3.343,4.055,1.233,7.425,5.103,-1.701,4.562,-1.115,8.128,7.479,2.459,7.891,4.742,4.406,6.865,4.333,3.179,4.805,0.048,3.948,2.022,6.175,0.552,-2.931,5.847,6.794,-0.345,3.031,-2.449,-5.8,0.11,10.621,0.968,7.507,-2.695,0.593,9.184,3.124,-0.17,-0.17,-1.174,0.954,-0.617,-1.651,-2.351,2.428,7.526,-0.285,-2.575,1.907,4.193,0.015,4.306,11.236,-5.022,6.288,2.795,2.878,7.009,6.543,-0.038,2.403,2.44,9.074,1.065,-0.844,2.233,2.473,-3.808,-3.856,-0.755,0.358,0.468,0.901,3.936,-1.593,8.776,3.507,2.253,-4.564,-2.298,-2.919,0.674,1.675,1.862,5.57,-0.757,3.667,2.1,7.28,0.284,0.492,-2.756,-3.076,5.048,0.766,4.372,3.567,3.278,-1.314,-0.189,1.338,1.607,1.115,-3.198,-1.262,2.119,-0.131,-0.946,0.835,-4.192,1.587,9.315,9.165,0.883,1.31,2.679,6.033,5.259,-1.826,0.546,2.208,3.536,-0.278,-0.427,-0.751,-2.736,3.18,-1.861,2.941,0.333,-0.143,1.241,-1.087,2.036,-1.163,0.798,1.317,-0.739,0.668,-2.005,-0.632,-1.657,1.719,-2.778,-0.156,0.162,1.769,-1.166,2.524,3.881,0.747,-1.947,1.008,0.658,1.213,-0.056,1.425,1.356,1.462,1.07,-1.031,-5.266,7.777,2.726,0.224,2.577,2.299,3.221,-0.305,0.167,-0.35,-1.31,-4.445,4.469,-0.327,1.275,1.361,5.0,-0.723,1.085,5.101,1.876,-0.921,2.678,-1.437,0.959,-1.867,-0.463,-0.116,-1.32,-0.41,1.456,-3.75,-4.569,3.373,-1.776,-0.546,0.274,2.182,5.43,-4.315,5.878,2.529,2.282,0.518,-1.34,1.498,-2.953,3.955,1.701,1.338,1.443,-0.858,-2.982,0.089,2.755,-1.519,3.298,0.212,0.799,-0.795,-1.691,2.823,-2.921,4.727,2.359,-0.381,2.442,-2.689,-0.631,-0.002,-2.593,3.99,-2.489,0.301,2.953,-0.289,2.615,0.169,2.704,4.882,-2.104,-0.184,3.347,1.366,1.642,-1.06,3.923,0.137,-1.057,5.443,0.341,3.397,1.985,8.927,0.524,5.681,-2.161,1.063,-0.643,-0.915,-1.725,-0.019,-3.479,0.216,5.747,-1.735,0.683,1.734,1.907,-0.07,1.315,1.317,-1.441,3.09,0.16,5.571,4.983,-1.973,-2.225,-0.297,-0.417,-1.387,-1.436,-1.932,-0.398,4.167,-2.044,6.785,0.936,-2.31,-1.569,4.657,4.423,1.513,2.651,5.652,1.454,-2.762,8.853,21.233,10.407,9.854,9.704,15.853,12.307],"base_top":[[248058,21.233],[40,20.481],[760,18.098],[3928,17.534],[22916,16.495],[3811,16.191],[27,16.042],[248068,15.853],[1206,15.843],[12189,15.692]]},"positions":{"tokens":[248058,198,27,1628,85236,10665,27391,29,198,27,15704,76443,29,198,1856,3766,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=all","_desc","endants",">","\n","<","parameter","=node",">","\n","not"," provided","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.9143,1.6603,-0.08,-0.161,-2.7402,0.7619,-0.6611,-0.0726,0.1681,-0.8793,-0.1342],[-2.8853,1.0876,7.8699,15.7342,-1.2057,-1.9231,1.1484,-0.7068,0.096,-0.568,-0.4096],[-2.5733,0.8531,10.2005,17.1918,-1.8528,-0.9731,-0.8234,-0.2328,-0.1174,-0.7072,-0.0815],[-1.2842,0.2,10.2737,16.7027,-2.8289,-0.3337,-0.1157,-0.6701,-0.2706,-0.5544,0.1307],[-1.1766,0.2341,8.9376,16.7487,-2.8196,-0.8103,-2.5382,-0.6697,-0.2307,-0.837,0.5225],[-1.4554,-1.0828,10.5621,19.118,-2.5556,-0.7326,-1.2464,-1.1794,-0.1066,-1.2534,0.3662],[-2.6288,-2.0349,9.9081,17.9106,-0.9046,0.3846,0.5102,-0.9791,-0.3952,-1.2597,0.0638],[-3.1894,-0.8562,9.7417,19.5255,-0.68,-1.2387,0.4285,-0.722,-0.4092,-1.4416,0.3392],[-4.4072,0.3115,9.4408,20.8714,-1.9847,-2.3996,1.3969,-0.4127,-0.2739,-1.1852,-0.0895],[-3.9053,0.3137,10.6188,15.8929,-1.7513,-1.4797,-0.18,-0.3917,-0.3366,-1.1907,0.1144],[-0.5975,-0.6845,9.8672,16.3512,-3.1017,-1.2572,2.555,-0.2757,-0.2781,-0.9995,0.0649],[-1.5871,-0.2024,9.2116,16.4119,-3.4709,-1.6451,-1.3741,-0.6282,-0.2723,-1.3329,0.4187],[-2.4691,-1.1867,11.4242,20.6725,-2.0047,-3.0374,0.0066,-0.9164,-0.2751,-1.4408,0.126],[-0.3355,0.2884,13.8247,16.8751,-2.2506,-1.9362,1.7134,-0.5578,0.1179,-1.2751,-0.1197],[1.132,1.2216,17.2531,11.4634,-0.8433,-1.9575,-1.3872,-0.7367,0.1175,-1.3015,-0.0579],[-1.4664,-0.9114,10.4532,18.62,-1.1909,-0.9653,-0.0271,-0.9938,0.0893,-1.5487,-0.145],[-0.2684,0.9128,9.1148,19.3885,-2.399,-1.2938,1.3069,-0.9794,-0.0906,-2.2647,0.0563],[-1.7857,0.1654,11.9112,19.4893,-1.3224,-0.3483,0.4884,-0.4857,0.0819,-1.2388,-0.4237],[-1.6835,0.805,11.3293,17.6445,-1.6057,-0.8483,-0.0207,-0.3826,0.008,-0.6508,-0.5305],[-3.0288,0.0234,9.6338,20.9167,-0.6039,-3.0615,0.1373,-0.704,0.0691,-1.2415,0.0115],[-1.0035,-0.5228,10.6171,20.2732,-1.2342,-0.8063,1.4016,-0.3207,0.1454,-1.0605,-0.0129],[-2.495,0.7304,9.8423,15.5946,-0.9358,-0.8402,-0.6035,-0.4423,-0.1633,-1.068,-0.1586],[-0.1223,-0.5345,10.3618,16.3257,-2.2623,-1.0395,1.7972,-0.1335,-0.2272,-0.7863,0.123],[-1.3539,-0.9546,10.0336,16.4567,-2.274,-1.9984,-1.219,-0.2464,-0.2406,-0.9692,0.5815],[-0.7794,-1.1363,12.8142,17.6342,-1.6905,-2.2436,-1.2632,-0.9966,-0.2814,-1.4437,-0.1924],[-3.1147,-2.1824,11.3566,21.6389,-1.1239,-1.9027,0.1941,-0.8048,-0.1981,-1.505,0.1857],[-2.7212,-1.0156,12.6154,18.7505,-2.3047,-1.5736,1.4015,-0.2848,-0.242,-1.2676,-0.1162],[-0.9835,-0.6751,16.1714,14.9314,-0.9097,-1.5864,-1.2276,-0.6073,-0.2546,-1.3123,-0.1324],[-3.7602,-0.8617,10.5275,22.2293,-1.5001,-1.6366,1.3074,-0.5385,-0.0054,-1.3985,-0.2095],[-4.0243,-1.1257,12.2947,18.8026,-1.8327,-0.3861,0.7646,-0.4981,0.1005,-1.2317,-0.6279],[-2.566,-0.459,11.6217,16.7776,-1.6131,-0.464,1.2201,-0.5973,0.0498,-0.6566,-0.6618],[-4.0028,-0.312,8.9837,20.5923,-0.5378,-2.0593,0.4322,-0.5377,0.225,-1.0517,-0.0467],[-2.3664,-0.1076,10.3268,21.3236,-2.0624,-1.7524,1.645,-0.2231,0.1824,-1.1259,-0.256],[-3.8512,0.7291,11.0149,17.2441,-0.5962,-0.8115,-0.3903,-0.2623,-0.0745,-0.9753,-0.1608],[-3.2922,-0.2415,10.5846,16.6249,-1.9251,-0.8337,-0.5711,-0.4714,0.038,-0.9808,-0.3755],[-4.1251,-0.1504,7.3944,14.9531,-0.7419,-2.453,1.1353,-1.2417,0.0443,-1.2039,-0.1718],[-1.8846,-1.2555,10.3255,16.5905,-1.4125,-1.2014,1.8398,0.1943,0.2673,-0.7715,-0.1356],[-3.3089,0.283,8.7672,12.3271,-1.7098,-0.9282,-0.7546,-0.9474,-0.079,-1.3936,0.2749],[-2.3663,0.9798,9.5014,14.1874,-2.3088,-1.1965,-1.3915,-0.7214,0.0025,-1.5901,0.0473]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=all_descendants>\n<parameter=node>\nnot provided\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":39,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"selection-611402-0021","set":"selection","cohort":"valid_call","family":"subscription","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_29889 {\"p_1_90\": \"025\", \"p_2_26\": \"cedar_607\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_258, reference 044. These are not inputs to this request.\nCarry out this request: start receiving events on a topic.\nTopic identifier: \"cedar_607\". Subscriber identifier: \"025\".","tools":[{"function":{"description":"Stop receiving events on a topic. Inert synthetic operation.","name":"fx_34814","parameters":{"additionalProperties":false,"properties":{"p_1_90":{"description":"Subscriber identifier","type":"string"},"p_2_26":{"description":"Topic identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_90","p_2_26"],"type":"object"}},"type":"function"},{"function":{"description":"Start receiving events on a topic. Inert synthetic operation.","name":"fx_29889","parameters":{"additionalProperties":false,"properties":{"p_1_90":{"description":"Subscriber identifier","type":"string"},"p_2_26":{"description":"Topic identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_90","p_2_26"],"type":"object"}},"type":"function"}],"prompt_tokens":639,"decision":{"rms":0.40315895304442617,"sumsq":166.4370088139549,"hb":[-0.02397,-0.06526,-2.0803,0.3371,-1.58128,0.12127,-0.60289],"lse":23.647131667899508,"logits":[13.135,12.77,11.339,11.483,10.936,11.286,8.176,8.347,10.324,10.915,10.237,15.815,11.192,10.257,14.439,9.51,9.187,12.271,11.614,9.773,20.214,10.325,10.805,14.034,12.443,11.901,9.778,9.013,11.766,9.108,9.199,14.574,13.816,8.617,12.781,12.172,9.835,11.819,9.188,9.55,12.652,8.504,7.173,12.234,5.378,6.54,0.291,11.307,6.725,12.956,5.621,8.68,9.283,9.74,8.433,4.34,9.787,13.361,9.803,5.411,8.279,13.38,4.507,8.221,9.592,11.663,5.581,9.508,2.125,16.323,8.034,7.569,7.418,-0.296,8.718,2.666,8.836,6.883,9.329,8.35,9.754,9.303,7.923,8.38,10.451,4.872,6.577,3.636,9.962,12.293,1.543,4.808,14.353,12.584,3.185,7.126,10.727,-2.895,3.944,3.612,7.404,7.824,1.781,7.42,0.271,12.391,9.637,5.591,7.875,11.355,7.097,8.937,5.978,6.606,5.834,10.429,15.494,3.758,6.884,7.982,11.989,11.014,12.313,12.509,12.24,11.543,2.201,11.458,7.794,9.369,1.384,5.524,3.553,6.473,12.699,8.055,4.484,11.299,4.497,8.156,8.087,12.296,13.056,4.241,-0.48,6.918,10.454,0.98,15.434,2.036,-0.004,8.22,6.787,6.386,3.973,9.684,6.178,9.515,8.403,9.399,7.669,5.314,13.18,-1.194,7.757,4.326,10.254,7.61,-5.683,9.984,11.09,10.593,11.705,7.542,9.102,6.841,8.107,6.681,10.89,7.529,6.859,3.974,8.271,4.995,8.144,15.403,5.805,11.551,-1.293,9.956,10.163,2.648,9.938,13.474,4.526,3.268,9.566,10.659,9.063,3.729,6.799,12.73,5.897,3.791,11.295,7.097,8.491,7.384,5.568,11.344,3.945,10.978,13.959,2.373,6.639,5.529,-4.217,0.629,5.216,5.206,7.344,7.815,7.799,3.854,-1.797,7.146,7.965,4.183,1.973,3.09,10.055,-0.883,3.91,5.931,9.709,10.749,3.864,9.278,5.552,9.072,8.57,4.839,3.989,5.207,5.179,13.146,0.88,-3.588,8.222,9.629,1.487,11.173,7.195,8.647,5.391,-1.674,11.382,11.81,5.704,10.845,8.79,11.241,6.732,2.179,5.177,7.095,8.537,10.738,5.13,14.259,1.288,3.189,0.776,0.947,2.399,8.788,5.796,7.778,6.626,1.953,10.03,8.001,1.875,4.95,4.386,8.086,1.263,6.905,11.557,12.013,10.704,7.121,11.222,8.216,7.677,8.686,9.826,10.244,14.205,8.589,10.469,5.18,5.0,8.101,5.525,4.458,4.746,12.06,1.03,9.646,7.712,5.115,11.315,3.898,-0.198,-3.881,7.349,7.352,-5.389,-0.174,4.402,8.988,7.529,8.172,8.851,9.627,-3.508,-2.405,6.045,9.84,13.77,7.747,2.696,9.791,12.443,6.347,8.404,1.852,2.838,5.486,-2.103,10.246,12.003,12.458,8.208,5.202,8.475,4.165,6.551,3.433,10.272,5.122,-1.824,6.269,8.904,12.17,6.755,9.749,9.459,9.602,1.644,5.643,1.194,-0.44,11.665,11.229,12.111,6.808,4.412,3.738,11.353,11.605,1.455,5.239,9.595,5.217,4.898,9.645,7.535,13.626,4.384,-2.885,13.434,5.104,6.47,5.848,2.174,3.843,8.982,11.295,5.11,10.442,4.306,9.758,1.341,9.014,6.855,2.844,1.985,2.848,4.387,-2.018,5.895,2.57,12.11,0.604,9.588,10.384,-2.204,2.891,11.246,8.36,1.44,4.294,9.324,8.86,-1.2,11.425,6.697,9.926,7.268,10.878,3.855,7.061,8.933,9.046,4.385,0.418,11.236,-0.665,12.419,7.747,4.539,4.801,2.058,5.757,6.859,5.466,12.08,11.179,8.852,7.126,6.4,4.317,2.344,4.191,9.306,2.573,14.507,1.182,6.43,-0.104,10.769,-2.02,3.598,2.597,8.016,6.457,4.667,-0.164,2.233,8.944,10.069,5.282,7.95,2.943,-0.295,2.967,8.242,8.886,7.744,12.553,7.026,-0.325,2.808,3.084,0.843,6.337,6.298,3.961,8.03,5.189,8.863,0.391,5.789,9.855,-1.122,9.283,14.746,7.932,6.677,5.837,6.344,9.514,5.584,5.106,10.1,0.656,6.931,1.705,5.39,0.409,3.006,5.125,1.71,6.032,0.592,4.37,9.629,13.673,3.251,8.725,0.644,3.478,7.981,3.527,7.706,12.208,5.412,5.879,9.073,2.143,1.745,-0.749,5.719,6.379,1.308,-1.098,1.585,5.914,4.938,5.571,4.017,5.293,5.673,4.459,8.597,3.561,4.255,6.131,4.739,1.159,0.447,12.164,1.256,6.613,9.735,6.459,4.353,6.655,2.078,5.047,-1.951,1.462,7.74,10.134,5.318,11.022,2.97,7.849,8.305,4.263,-0.883,4.266,8.056,9.272,5.78,0.807,10.417,3.237,-0.813,4.472,4.813,7.838,1.353,4.788,-2.022,5.025,6.55,1.695,3.482,8.374,9.317,-0.223,5.317,1.86,6.564,1.646,10.627,-1.489,10.188,8.849,-1.318,6.006,9.406,-1.835,3.091,3.275,6.104,12.611,2.074,6.273,7.904,4.53,10.299,9.446,0.264,-0.927,-3.191,2.238,7.209,11.231,6.878,6.943,-1.206,7.315,3.606,8.73,4.484,7.406,9.19,4.862,3.8,2.11,4.918,10.801,5.136,8.364,-3.286,4.453,5.66,2.919,4.136,2.696,8.097,12.515,7.376,2.173,-0.07,5.374,9.181,-0.977,6.075,5.945,7.445,7.742,4.948,-2.375,2.24,3.739,-1.346,1.537,8.629,6.578,-4.892,1.515,-0.628,10.653,0.091,4.531,9.86,5.474,5.811,8.469,2.491,6.886,5.938,-1.101,6.163,9.309,-4.367,-0.853,1.975,6.004,2.883,5.511,7.104,6.574,0.626,3.016,4.24,1.642,6.33,10.687,2.096,3.739,-0.072,8.874,5.785,6.724,4.463,6.213,10.915,5.738,3.917,6.818,2.401,1.934,6.474,0.987,4.704,2.426,1.429,0.217,12.673,-1.717,7.358,2.478,-1.067,6.492,9.292,-1.598,6.16,12.682,0.504,0.908,4.198,6.487,5.05,2.661,4.104,1.514,3.423,3.2,1.61,7.893,-0.478,8.083,8.16,4.632,4.621,-0.393,4.604,5.025,2.234,7.1,8.42,2.835,12.379,1.299,3.512,4.584,6.227,5.26,7.24,4.117,0.338,2.94,5.449,0.63,1.133,8.648,-0.661,1.794,8.346,2.591,-3.359,3.167,7.009,1.198,3.493,-3.659,2.528,9.493,4.026,2.591,-0.236,2.008,-0.284,3.956,0.35,-4.351,6.212,6.627,1.824,-0.58,2.526,4.768,0.907,6.791,10.459,-3.342,4.53,5.67,4.262,4.793,9.311,0.466,4.703,1.241,9.274,0.238,-0.486,6.088,4.842,0.235,-0.71,0.446,1.496,0.978,3.972,5.45,0.233,6.478,5.314,1.453,-1.193,-0.674,-1.012,1.244,2.239,1.611,5.448,-0.14,5.717,2.211,6.335,2.426,0.589,2.669,0.589,3.374,1.921,4.127,3.066,3.464,-0.113,3.71,-0.802,3.247,0.252,-4.678,3.11,1.908,1.378,-0.283,2.86,0.751,1.825,12.264,9.501,3.006,4.117,4.049,3.61,3.799,0.417,-0.686,3.577,2.029,-1.608,0.469,-0.025,-5.267,5.252,0.675,2.897,0.451,2.472,-1.888,-2.985,4.092,-1.113,-1.418,-0.717,1.515,1.707,-0.218,-0.146,-1.134,2.399,2.676,0.223,1.302,0.949,-1.95,2.549,2.748,0.76,-1.095,-2.242,-0.556,0.165,1.602,1.905,1.115,4.641,4.471,-1.263,-1.598,5.194,4.201,0.97,2.471,3.321,3.906,0.295,-2.042,-0.095,0.729,1.497,4.08,0.266,3.92,1.56,5.172,1.733,1.01,4.259,3.431,-0.075,4.936,-1.646,1.178,1.186,0.301,4.569,1.06,1.0,3.149,-3.046,-1.497,3.837,0.137,1.318,2.766,2.037,4.094,0.172,4.376,-0.517,2.934,0.852,0.729,1.643,-1.114,4.567,1.65,1.76,2.021,-3.192,1.13,3.159,4.906,1.224,3.336,0.488,3.378,1.342,1.199,3.771,3.449,2.72,1.299,-0.025,2.468,-1.683,-1.946,-0.078,-3.736,1.132,-0.426,0.705,-1.66,1.345,0.698,0.377,5.731,3.819,-0.66,2.724,1.841,0.125,-0.824,2.102,4.767,2.915,-0.877,5.954,1.386,2.294,3.529,4.491,-0.211,3.769,-0.966,2.02,0.625,-0.677,0.635,-3.803,-0.309,1.372,2.918,0.746,4.937,4.776,3.965,0.7,3.75,2.497,1.306,5.27,1.822,3.329,4.162,-2.708,-0.954,-0.064,0.996,-1.213,-1.166,0.308,-1.018,1.139,-2.818,1.045,1.715,-0.877,-1.161,3.005,2.561,0.943,2.756,3.977,1.13,-3.729,10.362,23.608,11.287,12.36,11.842,15.35,14.042],"base_top":[[248058,23.608],[40,20.214],[760,16.323],[27,15.815],[1919,15.494],[2665,15.434],[3928,15.403],[248068,15.35],[27775,14.746],[58,14.574]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,17,24,23,23,24,29,198,27,15704,16874,62,16,62,24,15,29,198,15,17,20,198,510,15704,29,198,27,15704,16874,62,17,62,17,21,29,198,1931,277,62,21,15,22,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","2","9","8","8","9",">","\n","<","parameter","=p","_","1","_","9","0",">","\n","0","2","5","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","2","6",">","\n","ced","ar","_","6","0","7","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.6135,-0.7523,-0.561,-0.6679,-1.4992,0.8162,-0.0092,-0.0701,0.0711,-0.7418,0.1095],[-4.4069,0.7492,7.4581,14.9144,-0.9203,-1.6029,1.9958,-0.8624,0.1214,-0.5287,-0.3602],[-5.1227,-1.358,11.1074,17.9263,-1.4887,-0.7697,0.2687,-0.2413,0.1368,-0.8295,-0.077],[-2.5787,-1.9231,10.8447,17.0543,-1.8003,-0.8953,2.0092,-0.7694,0.1185,-0.755,0.1575],[-2.4052,-2.5588,10.8827,16.2237,-2.1212,-1.0899,-0.9736,-0.6701,0.4174,-1.145,0.7768],[-1.4226,-3.3287,9.4285,15.1006,-0.8491,-0.5712,0.3628,-0.7505,0.5661,-1.2642,0.1399],[-3.0882,-1.813,11.7876,20.9957,-2.2143,0.2474,0.802,-1.5047,0.3778,-1.4942,0.0894],[-2.5056,-2.2946,16.2118,20.3218,-1.5419,-1.023,-0.5096,-0.8006,0.2569,-1.5442,-0.2943],[-2.7272,-2.2515,15.2226,21.0374,-1.2667,-1.8783,-0.1304,-1.2678,0.0085,-1.4155,-0.2189],[-3.5352,-3.0367,13.0293,20.1186,-1.2655,-2.0479,-1.0064,-1.3019,-0.2939,-1.3817,-0.5224],[-2.9738,-2.6439,11.1868,17.728,-0.3373,-1.3226,0.4382,-1.258,-0.2929,-1.3915,-0.5226],[-4.0718,-2.3588,11.8241,21.1457,-0.5199,-2.0117,0.8059,-1.46,-0.0911,-1.1171,-0.3196],[-4.9394,-1.0905,10.1993,22.7585,-1.6761,-2.0553,0.8293,-0.8491,-0.0091,-1.1039,-0.0243],[-5.3517,0.1853,9.7615,21.4511,-1.271,-2.2855,2.5313,0.0074,-0.1684,-0.826,-0.1733],[-5.2203,-0.4303,10.3823,17.8436,-1.5445,-1.3294,0.7794,0.0087,-0.2967,-0.9601,-0.1693],[-1.6948,-1.3445,10.4146,18.5854,-2.2112,-1.3015,3.3028,-0.2158,-0.2583,-0.9567,-0.4295],[-1.9466,-1.8237,10.129,20.6363,-2.442,-1.1929,-0.572,-0.6486,-0.1558,-1.0672,0.1524],[-3.449,-0.7822,10.4935,21.8041,-2.6667,-1.2411,0.7595,-0.8451,0.0985,-1.2952,-0.2099],[-2.4959,-1.8158,14.776,22.6902,-2.7465,-1.0745,-0.4742,-0.3171,0.0893,-1.4603,-0.596],[-2.6704,-1.707,10.8579,21.2151,-1.9698,-1.3399,1.2882,-1.0709,-0.0512,-2.0329,-0.162],[-2.116,-2.6107,14.2766,20.4071,-1.5624,-1.6169,1.0134,-0.2629,-0.1068,-1.7072,-0.596],[-2.7812,-0.2171,11.5897,22.0471,-0.3469,-1.8288,0.2427,-1.0387,-0.0749,-1.3599,-0.3816],[-3.6336,-1.0183,11.719,22.9214,-1.494,-2.0936,0.8702,-0.7449,-0.0049,-1.4719,-0.0861],[-2.0145,-0.416,13.1921,20.1921,-2.3196,-1.15,2.8231,-0.2461,0.1924,-0.991,-0.2494],[-0.4148,-0.0668,16.352,15.4239,-1.0983,-0.8435,-0.4873,-0.3238,0.0697,-0.9842,-0.2898],[-2.49,-0.623,14.3245,21.0444,0.2366,-1.6794,0.0423,-0.6481,0.306,-1.1938,-0.4477],[-3.1141,-1.2971,13.8432,21.5734,-0.6137,-2.768,-1.7023,-0.8807,0.0793,-1.4688,-0.4242],[-2.8355,-0.7393,11.5479,20.7618,-0.5734,-1.8872,0.8014,-0.4954,0.0043,-1.2722,-0.2049],[-4.4447,-1.0503,12.165,18.8156,-1.8927,-1.2537,0.441,-0.5773,0.1087,-1.3506,-0.562],[-3.1115,0.4489,11.3405,16.5199,-2.1709,-1.0346,0.4631,-0.5187,0.042,-0.7532,-0.5999],[-5.1726,0.3695,8.6078,21.5192,-0.626,-3.1429,1.3373,-0.9786,0.1343,-1.3119,-0.1583],[-2.6682,-0.6035,11.6993,19.8559,-1.463,-0.0721,2.8717,-0.1072,-0.079,-1.0341,-0.0883],[-5.0261,-0.2219,10.6089,18.7396,-1.8032,-0.7919,0.1217,-0.1124,-0.3163,-1.0166,-0.3268],[-1.6839,-0.6014,11.0098,20.0143,-2.5881,-1.2146,2.6107,-0.5569,-0.1362,-0.8027,-0.4708],[-2.0049,-1.6859,9.3347,21.089,-2.5232,-1.1005,-0.3559,-0.7008,-0.0664,-1.1975,0.0628],[-3.3181,-0.6856,10.3715,21.3573,-2.7304,-1.1269,0.8655,-1.0003,0.1911,-1.3083,-0.1545],[-2.9876,-2.4335,14.489,21.7448,-2.5326,-0.947,-0.1816,-0.4428,0.1901,-1.3843,-0.6843],[-4.2371,-1.6317,10.8289,22.9011,-2.074,-1.3063,1.4039,-1.1218,0.1373,-1.7649,-0.1487],[-3.2584,-2.0758,14.2315,21.1178,-1.7854,-1.316,0.081,-0.6601,0.0845,-1.4386,-0.7158],[-2.9897,-1.6046,11.9535,22.2069,-1.3189,-2.8774,0.3343,-1.2482,-0.0274,-1.4781,-0.1862],[-4.3119,-1.7758,11.66,20.6066,-2.001,-2.1169,1.3569,-0.6807,-0.0054,-1.4587,-0.0087],[-3.1044,-1.0324,14.7344,18.6832,-3.3122,-0.2688,2.3439,-0.1509,0.1804,-1.0681,-0.1097],[-1.0831,-0.6694,19.2098,15.5012,-1.5624,-0.9203,-0.4204,-0.4558,-0.0298,-1.2562,-0.1137],[-3.0697,-2.1706,12.9964,20.4074,-0.8626,-0.2289,0.8688,-1.2207,-0.0206,-1.0663,0.0928],[-3.8664,-0.1432,12.0222,21.7683,-1.6697,-0.0855,1.9028,-1.4369,0.1239,-1.5623,0.2645],[-2.0756,-0.7346,16.3277,20.273,-2.0365,-0.5148,-0.3524,-0.6182,0.1422,-1.4555,-0.3185],[-2.7075,-1.7377,12.3405,19.447,-0.961,-0.7627,-2.0644,-1.3961,-0.3372,-1.4584,-0.2736],[-3.3495,-0.9205,12.0287,20.5942,0.1833,-0.7007,-0.0113,-1.0592,0.0701,-1.4284,-0.4509],[-3.7712,-0.7338,10.9011,21.2264,-0.2928,-1.945,1.3232,-0.5116,0.0041,-1.4581,-0.0716],[-4.6119,-1.5197,11.9881,19.4946,-1.4969,-0.6021,1.3209,-0.2922,0.1651,-1.1998,-0.619],[-2.9565,0.1602,10.8393,16.8512,-1.3423,-0.7841,1.1902,-0.435,0.0898,-0.532,-0.5941],[-3.9894,-0.0039,8.3737,20.5868,-0.9579,-2.0208,1.3583,-0.9146,0.1771,-1.1347,-0.1522],[-3.1123,-1.3341,10.0573,20.7224,-0.0615,-0.4254,2.7191,-0.1348,-0.1234,-1.1495,0.0101],[-3.7622,0.1748,9.2527,16.1646,-0.9975,-0.3905,0.3729,-0.6522,-0.138,-1.1848,-0.3564],[-1.042,-1.1708,9.9373,17.1319,-3.1272,-0.873,2.6245,-0.2943,-0.1469,-0.6733,-0.3943],[-2.148,-1.8822,9.6622,20.815,-2.4334,-1.6829,-1.2686,-0.6916,-0.1663,-1.1494,0.0121],[-2.2852,-0.0488,10.3813,19.8343,-1.5001,-3.081,-0.4532,-0.6894,-0.0601,-1.308,-0.1289],[-4.1465,-1.4256,10.7718,21.6786,-0.6812,-2.2218,-0.3931,-0.8906,-0.2059,-1.6212,-0.0454],[-2.6921,-0.8775,12.8499,20.0093,-2.1748,-1.8087,1.1741,-0.2736,-0.1655,-1.3775,-0.0738],[-1.2509,-0.8016,16.3575,16.6599,-0.9069,-2.0526,-1.1,-0.5704,-0.1496,-1.4905,-0.0978],[-3.9096,-0.8212,10.1015,22.1069,-1.124,-1.8239,1.4666,-0.5122,0.0259,-1.5575,-0.2207],[-4.49,-1.2656,12.234,18.9369,-1.7984,-0.7091,0.96,-0.5732,0.2452,-1.2736,-0.6734],[-2.9985,-0.2396,11.3534,16.8151,-1.5873,-0.6859,1.1963,-0.6908,0.1765,-0.6749,-0.7004],[-4.0853,0.1002,7.8947,19.1327,-0.4611,-2.209,0.6007,-0.7307,0.3765,-1.1414,-0.0307],[-4.6007,-1.342,9.6462,20.9463,-1.0564,-0.9898,2.7032,-0.1101,0.1871,-0.9874,-0.1639],[-5.5345,-0.018,10.9914,17.805,-0.8017,-0.6651,-0.2194,-0.4732,0.0662,-0.9545,-0.1601],[-3.7622,-0.051,9.6745,16.4746,-1.8308,-0.4194,-0.3474,-0.7128,0.1655,-0.8329,-0.2005],[-4.9184,-0.2203,5.9005,13.597,-0.4597,-1.7032,2.1686,-1.1858,0.2209,-0.8206,-0.0871],[-4.4297,-2.9801,9.547,17.6595,-0.6508,-0.5364,3.1233,0.1366,0.1644,-0.5555,0.0283],[-4.8727,-0.4886,8.1757,12.4315,-1.9469,-1.3458,-0.0767,-0.7985,-0.1144,-1.0004,0.0333],[-3.5146,-0.9331,9.2987,13.5336,-2.1306,-0.4474,-1.6957,-1.0119,-0.114,-1.5509,0.1446]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_29889>\n<parameter=p_1_90>\n025\n</parameter>\n<parameter=p_2_26>\ncedar_607\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=fx_29889>\n<parameter=p_1_90>\n025\n</parameter>\n<parameter=p_2_26>\ncedar_607\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=fx_29889>\n<parameter=p_1_90>\n025\n</parameter>\n<parameter=p_2_26>\ncedar_607\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_29889>\n<parameter=p_1_90>\n025\n</parameter>\n<parameter=p_2_26>\ncedar_607\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0034","set":"selection","cohort":"no_tool","family":"version_comparison","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to return whether two versions are identical. Do not access or change stored data.\nLater version identifier: \"spruce_252\". Earlier version identifier: \"cedar_431\".\nUnrelated archived note: spruce_447, reference 059. These are not inputs to this request.","tools":[{"function":{"description":"Return whether two versions are identical. Inert synthetic operation.","name":"version_equal","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"new":{"description":"Later version identifier","type":"string"},"old":{"description":"Earlier version identifier","type":"string"}},"required":["old","new"],"type":"object"}},"type":"function"},{"function":{"description":"Show differences between two versions. Inert synthetic operation.","name":"version_diff","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"new":{"description":"Later version identifier","type":"string"},"old":{"description":"Earlier version identifier","type":"string"}},"required":["old","new"],"type":"object"}},"type":"function"}],"prompt_tokens":613,"decision":{"rms":0.37762230588239454,"sumsq":146.01994844153523,"hb":[-0.09499,-0.08728,-1.66234,-0.16323,-1.19629,0.25473,-0.40112],"lse":22.384739529365458,"logits":[15.151,12.285,12.056,12.435,12.693,11.655,7.623,9.613,10.576,10.672,11.267,15.891,14.157,10.992,14.871,13.23,10.213,10.518,10.649,10.778,19.685,11.602,11.598,14.12,12.279,12.977,13.805,10.904,11.36,11.991,9.695,13.295,16.957,9.768,14.002,10.563,10.193,11.475,10.636,10.533,13.313,12.541,9.515,12.797,7.279,8.024,5.634,11.642,7.52,14.906,6.012,8.145,8.773,10.926,9.544,6.027,10.017,11.754,12.538,7.629,8.107,16.226,2.936,7.978,7.643,12.234,13.537,12.606,2.322,18.925,10.589,8.131,9.253,-0.802,12.833,1.567,10.74,6.739,10.006,14.212,9.307,10.377,9.506,9.814,11.693,7.612,8.655,4.819,12.136,13.221,1.188,6.329,19.924,12.426,7.754,7.433,14.367,-1.994,1.587,8.372,9.078,8.994,2.567,9.605,1.699,15.743,13.118,4.679,8.8,11.539,7.975,11.833,8.833,6.082,7.995,13.5,17.703,8.976,8.375,9.464,14.631,11.133,15.099,14.936,16.631,13.719,3.659,9.769,8.887,9.549,4.746,10.72,4.094,8.793,11.339,7.908,5.072,15.809,5.459,10.678,10.643,16.155,14.685,6.109,2.858,7.556,15.583,1.003,18.196,2.216,-3.061,10.736,7.26,9.237,8.023,11.267,8.847,9.611,10.072,10.014,9.689,5.199,10.31,0.897,9.093,6.181,11.407,5.61,-5.198,9.267,14.248,14.013,15.304,8.626,9.013,6.031,6.939,9.132,13.137,11.576,9.318,5.403,7.319,2.936,7.951,17.718,6.541,12.859,-1.761,11.954,11.783,5.749,15.709,12.888,6.094,7.363,8.908,15.068,9.293,2.592,8.421,14.533,6.729,3.739,13.591,9.242,12.413,8.181,4.429,12.921,3.051,15.301,15.415,1.446,14.568,6.19,-3.719,3.929,4.103,4.665,11.406,7.882,10.155,4.996,1.387,6.67,7.871,5.331,2.144,5.63,10.078,-1.378,2.962,6.627,9.295,10.327,4.905,11.973,8.771,13.176,7.448,6.01,5.029,3.497,7.287,11.638,-1.416,-1.937,9.541,9.565,3.247,12.245,11.749,10.904,7.542,-2.511,12.079,13.198,10.966,13.762,9.212,10.24,5.91,4.245,4.182,8.601,2.05,10.157,7.966,15.065,0.163,4.422,0.63,3.436,2.176,8.371,8.855,11.3,8.152,3.527,13.308,10.968,1.097,8.27,6.927,8.738,0.236,9.773,16.945,14.756,9.86,8.008,11.79,8.79,8.088,9.279,8.486,13.795,15.349,14.513,12.688,7.73,6.195,11.259,7.142,7.434,6.812,11.261,3.432,12.07,8.206,6.836,15.74,4.993,-0.243,-2.059,10.188,9.15,-1.763,-0.586,3.806,10.931,9.156,7.831,8.15,12.273,-3.818,-1.06,10.139,8.059,18.142,11.209,4.837,12.765,14.578,4.718,10.922,2.809,5.827,6.982,1.15,12.509,12.714,10.058,9.384,6.074,8.576,4.876,11.058,3.2,12.057,5.981,3.034,3.9,10.925,13.218,9.495,11.78,11.196,8.72,2.976,6.663,2.28,2.68,13.119,9.702,12.446,7.524,5.273,3.758,10.425,10.878,2.702,8.787,11.329,5.101,6.056,12.721,9.975,13.894,3.814,-3.637,15.902,2.888,9.068,4.96,1.151,4.402,10.539,13.904,5.128,13.068,6.248,15.0,1.515,11.504,7.932,5.72,2.566,2.295,4.332,-2.656,6.464,4.689,13.972,1.512,8.829,12.378,-3.261,6.648,10.97,8.181,2.344,7.899,11.434,10.428,-1.627,11.17,8.784,11.243,6.755,14.087,4.132,8.883,6.465,10.211,3.941,3.11,15.433,0.408,15.218,8.851,2.19,5.09,2.841,6.776,6.824,8.41,12.757,14.374,10.026,7.88,7.269,5.866,1.781,5.41,11.741,2.2,12.627,2.788,13.944,0.886,11.252,-0.831,5.738,2.655,12.984,7.672,6.94,0.387,2.231,13.997,10.419,6.657,10.992,2.491,-0.066,3.107,7.223,6.944,7.797,12.075,8.745,1.123,3.131,2.142,2.649,8.874,7.697,2.937,8.372,7.333,12.447,0.53,8.595,13.137,0.397,8.607,19.235,11.126,7.54,5.847,7.582,9.042,7.272,7.117,13.411,1.707,10.784,2.013,8.476,4.638,6.175,7.257,0.716,4.771,1.197,5.591,11.064,13.227,2.807,11.599,-0.033,4.716,11.523,4.94,6.989,16.236,8.483,7.059,10.346,3.897,2.37,-1.586,6.39,6.702,-0.739,-2.434,3.393,7.438,6.911,6.354,5.995,6.716,5.57,6.819,7.38,3.995,6.743,7.317,8.799,3.082,0.47,11.951,1.175,6.532,13.172,11.055,6.252,5.412,3.229,7.685,-1.247,1.172,6.743,10.69,5.671,12.685,2.077,12.691,10.088,5.011,0.074,4.762,10.755,11.747,9.999,2.48,10.354,1.513,1.99,5.25,6.352,12.147,2.721,5.36,-0.459,7.758,8.932,0.592,3.919,6.333,11.193,-0.231,3.897,0.918,6.198,3.101,11.067,0.55,12.637,9.422,-1.934,4.533,9.875,1.669,2.615,1.604,7.288,13.465,1.772,10.03,9.593,6.416,12.959,10.772,0.525,-0.881,-2.023,0.283,8.782,11.192,8.653,9.872,-0.531,6.224,2.557,7.131,5.185,8.234,10.993,11.368,5.261,4.692,6.66,14.264,5.166,9.753,-1.528,4.367,5.67,0.622,2.746,6.582,8.92,14.311,7.956,-0.817,0.929,7.962,10.95,3.667,5.752,8.381,6.011,9.249,7.215,-4.019,6.894,3.795,0.872,4.377,9.425,9.846,-0.667,1.201,0.539,14.42,-1.629,4.786,8.755,8.763,8.873,8.711,0.683,5.258,8.265,1.403,6.293,13.96,-4.348,-0.453,3.775,8.024,1.588,7.895,11.433,5.757,-0.156,2.66,4.525,2.819,8.599,10.283,2.502,1.802,-0.25,10.876,8.169,9.139,4.564,10.566,12.811,10.024,3.304,6.677,2.876,5.544,7.553,1.903,7.788,3.242,1.259,0.234,13.82,0.466,8.093,3.145,1.66,4.608,10.107,0.682,10.355,12.116,1.544,1.879,6.67,4.97,3.509,4.0,3.264,0.572,6.457,1.784,3.672,8.889,0.044,8.402,6.568,5.638,5.203,0.019,2.41,6.355,3.436,9.426,10.039,3.714,12.143,1.757,4.611,5.811,7.044,3.342,14.046,2.856,2.476,3.935,8.086,0.876,-0.009,10.975,0.72,-0.05,6.839,1.676,-4.664,3.127,6.919,1.057,2.266,-1.222,0.994,10.774,8.581,4.016,-0.658,1.711,-1.048,1.244,1.379,-4.307,6.402,11.311,2.626,-0.473,4.875,6.66,1.476,8.375,13.514,-2.981,7.677,6.794,4.819,6.538,8.225,-1.647,3.441,1.954,10.738,-0.789,-0.234,3.971,2.065,0.72,-2.324,-0.217,3.179,0.175,3.077,5.357,1.833,6.475,5.763,2.751,-2.059,-2.501,-0.335,0.581,1.926,1.153,2.623,1.584,5.421,0.171,5.241,2.917,-0.463,-1.561,2.46,2.597,1.576,4.618,2.099,6.452,-1.718,3.752,2.754,2.955,2.083,-3.999,2.149,2.947,1.226,1.014,3.47,-2.049,1.768,9.597,9.092,1.851,2.264,2.333,4.571,3.186,1.707,0.893,0.969,3.196,0.723,-0.094,0.606,-2.619,1.474,-0.709,2.496,-0.698,2.437,0.168,-1.39,2.86,0.698,0.11,1.29,3.996,1.075,-0.577,1.175,-1.349,1.992,0.604,-0.539,2.859,3.572,-0.055,0.207,2.408,2.589,-1.775,-0.504,0.084,0.834,1.079,0.597,3.49,4.255,2.136,1.596,-1.261,4.874,3.23,1.156,-0.817,4.239,4.888,-0.809,1.011,0.572,-0.448,-0.915,4.346,-1.925,3.148,2.37,5.859,6.603,3.255,3.93,4.257,1.125,5.423,-3.359,1.049,0.875,-0.087,3.81,2.346,-0.415,2.796,-3.357,-3.546,3.165,0.612,1.369,2.503,1.314,3.114,0.567,6.268,0.829,3.993,3.031,1.953,0.513,-1.22,4.606,-0.104,1.093,3.711,-0.119,-0.872,0.901,5.286,0.08,2.727,1.208,2.968,0.119,1.618,4.878,3.662,2.788,0.861,2.297,1.818,-0.984,-0.88,-1.747,-2.728,1.342,0.089,1.159,-0.142,0.828,-0.199,2.504,4.86,4.159,-1.256,1.828,2.73,-0.491,-1.724,-0.421,3.192,1.875,-1.794,5.491,1.068,3.615,2.368,4.52,0.831,3.153,-2.223,2.686,0.436,-1.508,0.597,-3.675,-2.37,4.837,3.293,1.705,3.982,3.363,5.552,1.635,5.592,3.356,0.079,5.223,-0.202,4.065,3.58,-0.358,-0.155,-1.717,0.494,-1.681,0.164,1.308,0.059,1.743,-2.318,2.592,0.693,-0.406,0.684,3.421,3.217,1.582,1.914,2.482,1.676,-4.154,10.965,21.948,8.559,11.418,10.854,16.212,13.667],"base_top":[[248058,21.948],[1206,19.924],[40,19.685],[27775,19.235],[760,18.925],[2665,18.196],[12189,18.142],[3928,17.718],[1919,17.703],[63,16.957]]},"positions":{"tokens":[248058,198,27,1628,28,4225,11149,29,198,27,15704,28,787,29,198,1931,277,62,19,18,16,198,510,15704,29,198,27,15704,8083,29,198,49931,10208,62,17,20,17,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","version","_equal",">","\n","<","parameter","=","old",">","\n","ced","ar","_","4","3","1","\n","</","parameter",">","\n","<","parameter","=new",">","\n","spr","uce","_","2","5","2","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.6032,-1.5825,0.4481,0.4718,-1.3106,0.786,-0.0246,-0.0902,0.2573,-1.0715,-0.0358],[-3.6638,0.5144,7.9362,14.7745,-1.0746,-2.0933,1.2598,-0.8318,0.0191,-0.5997,-0.3602],[-4.1192,-0.3529,11.2094,17.9996,-1.9448,-1.1415,-0.4206,-0.2134,0.1554,-0.7792,-0.1609],[-1.2122,-0.1889,10.6306,16.9835,-2.6613,-0.0875,0.1068,-1.0242,-0.0558,-0.6839,0.0038],[-1.5368,-0.7131,10.0876,18.1403,-2.7327,-1.3493,-1.2281,-0.4142,0.1388,-0.8538,0.5014],[-1.5061,-1.5045,12.9309,17.8352,-0.9781,-1.9014,-0.8819,-1.0918,0.2613,-1.1198,-0.108],[-1.9565,-0.7285,8.963,16.6279,-0.6736,-1.2527,-0.861,-1.0302,0.0819,-1.2097,0.3859],[-5.7732,-1.8244,10.479,21.7104,-0.7069,-1.4797,0.3129,-0.7179,-0.055,-1.0011,0.2078],[-5.3142,-1.0898,9.5363,20.9568,-1.1352,-1.3933,1.8408,-0.3113,-0.1986,-0.9133,-0.2147],[-4.9908,-0.7416,10.362,17.0886,-1.0143,-1.395,-0.4867,-0.4077,-0.2622,-1.2309,-0.2256],[-1.3283,-1.2456,9.6173,16.384,-2.6048,-1.2904,3.5305,-0.3562,-0.4,-0.7253,-0.2657],[-1.9456,-1.5247,9.2522,17.4493,-2.8789,-1.9932,-0.9771,-0.5972,-0.2926,-1.1796,0.4431],[-1.7445,-1.4688,11.6794,16.3416,-1.6352,-2.5254,-0.6707,-1.2343,-0.2191,-1.4206,-0.1334],[-4.2207,-2.3535,11.2306,21.5749,-1.7635,-2.5531,1.4183,-0.7273,-0.1087,-1.4747,-0.0397],[-3.1611,-1.2707,16.6032,19.1236,-3.0856,-0.9831,1.6527,-0.2476,0.594,-1.2624,-0.1858],[-0.8849,-0.7365,20.386,14.8837,-1.1461,-1.3066,-1.3093,-0.4949,0.4837,-1.3342,-0.1934],[-3.3243,-2.7308,14.1616,21.2043,-0.7749,-1.0269,0.985,-1.1856,0.1848,-1.0862,0.092],[-4.1805,-1.8734,13.6549,22.791,-1.7609,-0.1708,0.2628,-1.436,0.3619,-1.5536,0.0707],[-2.8883,-2.8404,17.0718,21.6353,-1.3876,-0.5824,-1.1531,-0.3092,0.2361,-1.5421,-0.5649],[-4.8511,-2.4131,13.3175,21.098,0.7042,-3.1701,0.1535,-1.0878,0.0747,-1.6796,-0.4833],[-3.474,-1.9776,13.2958,22.1267,0.2374,-1.3833,-0.3682,-1.1535,0.4013,-1.6515,-0.2575],[-4.5473,-1.0518,11.8165,21.6802,-0.5485,-1.9532,0.3349,-0.5965,0.2686,-1.3318,-0.215],[-5.0487,-1.127,12.9418,19.3521,-1.4545,-0.9709,1.2607,-0.5923,0.1555,-1.4094,-0.6669],[-2.9717,0.3203,11.4163,16.094,-1.6477,-0.5675,1.1168,-0.5084,-0.0275,-0.8242,-0.5898],[-5.5121,-0.0823,10.045,21.248,-0.5905,-3.1152,0.9146,-1.1223,0.1193,-1.3262,-0.23],[-3.5989,-1.1117,12.1749,21.4856,-0.625,0.1728,2.8764,-0.3468,0.4901,-1.5665,-0.204],[-5.3589,-0.4133,11.0762,18.4015,-1.2641,-1.3018,-0.0791,-0.253,-0.2571,-1.1028,-0.4009],[-2.0291,-0.8302,11.3477,18.8526,-2.4139,-0.9421,2.7821,-0.7,-0.1887,-0.8207,-0.3982],[-2.7899,-1.3477,11.561,20.1293,-2.675,-1.8467,-0.4511,-0.8463,-0.1842,-1.3851,0.2279],[-4.9697,-1.5351,14.0404,21.5057,-2.6259,-1.5206,0.4326,-0.521,0.0939,-1.3317,-0.0104],[-4.1514,-1.0847,17.2759,19.2599,-3.5923,-0.2023,1.5188,-0.2483,0.4393,-1.3239,-0.23],[-1.468,-0.7259,21.7758,15.2023,-1.6719,-0.8188,-1.4994,-0.4663,0.4622,-1.3936,-0.1914],[-3.5838,-1.489,13.4974,19.9432,-1.0926,-0.2952,1.1083,-1.2869,0.0272,-1.0556,0.1984],[-4.5959,-1.4716,13.8854,22.835,-1.9202,0.095,0.7616,-1.4746,0.5189,-1.5727,0.0562],[-2.9657,-2.036,17.0732,20.0791,-1.6499,-0.3286,-0.9554,-0.7244,0.3242,-1.4021,-0.6212],[-3.1384,-2.1283,14.4134,20.7083,-0.613,-2.955,-1.1747,-1.5505,0.1856,-1.5709,-0.4713],[-4.149,-1.6492,13.4075,21.9204,-0.8015,-1.9303,0.9744,-1.4264,0.4309,-1.3885,-0.3284],[-3.7685,-1.0432,11.7689,22.3393,-1.0604,-1.8758,1.0463,-0.4379,0.2743,-1.3217,-0.1768],[-4.328,-1.2517,12.2695,19.5914,-1.4568,-0.7814,1.4198,-0.2408,0.2306,-1.0588,-0.4938],[-2.857,-0.19,11.6813,17.5616,-1.5607,-0.822,1.3685,-0.4352,0.0776,-0.7027,-0.5849],[-2.8394,0.4119,9.2229,20.7753,-0.4309,-2.9168,0.3301,-0.7481,0.2817,-1.1451,-0.0456],[-1.9481,-0.7677,9.1669,20.4868,-0.5956,-1.4565,1.8002,-0.2085,0.0632,-1.1525,-0.1523],[-2.584,0.6938,9.6852,15.8516,-0.253,-1.4222,-0.2145,-0.6402,-0.181,-1.1227,-0.2818],[-3.6506,0.1767,9.8037,16.0408,-2.121,-0.1682,-0.6317,-0.6912,0.0122,-1.044,-0.2974],[-4.1904,0.218,6.2971,12.9366,-0.8341,-1.5786,1.8203,-1.2355,0.2344,-0.8544,-0.2544],[-3.6708,-2.2674,9.2741,16.683,-1.6882,-0.9206,2.8595,-0.0496,0.5684,-1.1615,-0.1603],[-3.7036,0.1625,8.7431,12.3533,-1.1239,-0.981,-0.3818,-0.8064,0.078,-1.2321,0.1343],[-2.8009,0.1166,9.2903,13.6824,-1.6595,-0.75,-1.4744,-1.0397,-0.0058,-1.5511,0.031]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=version_equal>\n<parameter=old>\ncedar_431\n</parameter>\n<parameter=new>\nspruce_252\n</parameter>\n</function>\n</tool_call>","n_tokens":48,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"selection-611402-0234","set":"selection","cohort":"no_tool","family":"tree_scope","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to list immediate children of a tree node. Do not access or change stored data.\nTree node identifier: \"082\".\nUnrelated archived note: cedar_320, reference 064. These are not inputs to this request.","tools":[{"function":{"description":"List immediate children of a tree node. Inert synthetic operation.","name":"direct_children","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"node":{"description":"Tree node identifier","type":"string"}},"required":["node"],"type":"object"}},"type":"function"},{"function":{"description":"List every descendant of a tree node. Inert synthetic operation.","name":"all_descendants","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"node":{"description":"Tree node identifier","type":"string"}},"required":["node"],"type":"object"}},"type":"function"}],"prompt_tokens":562,"decision":{"rms":0.37101522669164033,"sumsq":140.95492959953845,"hb":[-0.09227,-0.05955,-1.56185,0.11731,-1.1145,0.23404,-0.24316],"lse":22.301985312778424,"logits":[16.104,13.996,14.578,13.811,13.17,13.099,9.286,10.136,11.853,12.674,10.435,16.487,13.921,10.562,15.28,12.513,9.919,10.327,11.359,10.87,19.958,13.128,10.88,14.89,12.095,11.968,11.306,9.607,11.843,10.936,9.645,13.981,16.277,9.24,13.325,9.543,9.446,12.856,9.984,8.372,12.388,10.1,9.169,11.547,5.403,7.761,4.991,16.093,6.86,15.248,4.869,7.794,8.24,8.731,7.788,6.471,10.294,10.809,11.948,6.665,6.516,16.469,1.625,7.753,8.165,12.175,7.289,11.839,1.296,18.51,9.956,9.043,9.144,-0.077,15.019,2.109,17.712,9.877,10.448,13.294,9.162,9.297,10.377,10.335,11.4,7.871,6.893,4.011,12.528,12.802,0.146,6.597,20.331,9.557,6.581,8.741,14.829,-3.979,0.064,3.882,8.317,9.831,1.953,11.508,1.188,14.741,13.776,3.64,6.836,11.235,6.685,10.212,7.411,6.349,8.99,13.259,17.609,8.959,8.556,10.762,15.393,12.639,16.946,15.873,17.221,12.079,4.82,11.194,9.425,11.636,4.431,10.404,2.412,9.326,8.706,9.661,6.547,16.444,2.823,11.166,8.895,16.687,14.594,6.058,1.97,9.999,15.046,-0.735,17.199,4.475,-3.133,10.6,7.749,8.955,7.731,9.115,9.315,7.997,10.661,9.877,10.292,4.916,11.386,-0.068,10.308,5.743,11.056,6.175,-5.113,10.149,14.436,14.794,15.487,8.493,8.629,7.182,9.094,7.982,12.76,8.474,8.765,4.851,5.941,3.405,9.465,17.364,7.26,10.759,0.443,11.866,11.206,7.522,16.214,11.051,5.915,7.156,10.046,14.731,10.409,3.293,9.329,11.733,8.21,2.23,13.569,11.156,12.684,9.006,5.209,12.849,2.996,15.235,15.634,2.782,9.871,4.684,-5.295,1.891,3.165,4.11,10.504,8.633,9.785,4.465,0.876,7.338,7.983,5.476,1.327,4.727,12.128,-0.784,2.848,9.32,11.755,10.503,4.648,11.8,7.283,10.702,5.364,3.17,6.298,3.291,7.465,12.358,-0.015,-2.996,8.892,9.775,0.206,11.517,11.099,12.434,7.529,-1.447,10.636,11.763,9.192,14.183,11.213,10.323,5.947,1.083,3.872,7.791,3.7,10.488,7.851,16.145,2.637,1.927,0.942,3.016,2.397,9.917,8.6,7.675,8.172,0.959,11.715,10.926,-0.975,7.938,8.065,7.711,-2.778,10.606,12.752,13.727,8.869,7.804,12.659,9.212,8.686,10.161,10.193,13.603,14.745,10.322,12.68,7.841,5.514,11.98,7.294,5.438,7.57,11.472,-0.866,11.412,9.376,7.0,15.581,5.325,-2.294,-1.517,11.302,8.8,-3.74,0.648,2.451,10.679,6.705,6.698,7.788,11.341,-3.582,-1.554,9.713,9.688,17.803,10.115,3.722,12.412,13.004,4.657,11.364,2.134,4.324,6.673,1.863,9.897,12.727,11.664,8.639,4.422,10.429,4.845,6.035,2.682,10.589,5.161,-1.605,4.405,9.249,13.238,7.723,12.83,10.587,8.61,1.548,7.131,-1.008,2.193,15.044,10.884,10.57,6.409,2.326,4.129,10.933,9.807,0.423,6.639,11.885,4.054,7.212,12.757,9.588,16.283,4.231,-2.565,15.322,3.881,8.109,5.191,1.173,3.418,9.596,13.652,5.172,13.294,7.211,14.677,-0.181,12.352,8.653,3.037,0.773,3.738,4.127,-3.968,7.086,5.283,11.064,3.411,8.555,11.065,0.236,3.423,11.335,9.09,1.537,5.672,10.721,10.205,-1.64,10.614,6.332,11.427,8.285,10.3,4.097,9.348,6.177,9.281,3.214,0.978,14.806,0.085,13.825,8.668,4.78,4.973,1.552,5.501,6.757,7.265,12.889,14.28,9.948,8.944,9.172,5.416,1.961,4.814,12.906,2.276,13.055,1.224,8.784,1.339,12.336,-1.058,3.555,2.435,11.235,8.245,7.831,0.846,1.047,13.236,10.168,7.211,9.924,2.638,0.802,2.668,8.319,8.294,8.456,14.314,7.977,-0.583,3.024,1.116,1.893,9.004,8.037,1.103,9.618,7.004,12.4,0.732,7.719,13.007,-0.604,9.058,17.415,10.391,5.142,6.485,8.41,8.368,7.011,9.174,12.889,2.016,9.159,2.39,11.921,4.696,5.183,8.763,2.333,6.005,-0.885,9.005,11.33,13.204,4.8,11.808,1.133,6.963,12.416,3.293,8.77,15.723,7.498,6.583,11.07,2.332,1.139,-2.078,5.147,8.115,3.681,-1.707,0.818,9.644,7.874,6.83,4.528,4.584,4.951,5.194,7.306,4.595,5.024,6.925,8.076,1.943,-0.591,10.222,1.233,6.039,14.5,11.401,4.5,3.591,1.45,8.21,0.539,-0.414,6.997,10.682,5.082,10.6,2.621,9.22,9.659,3.711,0.223,2.922,11.188,13.253,8.381,5.31,9.572,3.469,0.15,5.849,5.37,11.206,1.959,5.572,-1.383,8.125,7.606,1.123,3.135,6.74,10.933,-0.138,3.729,1.032,7.993,1.05,8.665,0.481,13.417,10.165,-2.134,4.427,7.448,0.696,1.887,2.129,5.986,13.469,4.417,9.489,8.231,5.209,13.057,10.854,1.115,-1.921,-3.363,0.051,8.435,10.463,8.952,10.117,-2.881,5.985,4.57,8.419,7.588,7.576,11.509,6.76,5.315,3.147,5.861,12.612,7.825,16.014,-1.097,3.266,4.935,2.388,3.076,3.521,10.83,11.714,8.273,0.61,0.938,5.762,10.508,0.79,6.028,8.796,6.144,9.014,6.903,-3.485,3.268,3.279,0.071,5.365,9.271,11.1,0.038,1.185,-0.93,11.564,-1.15,5.279,9.14,6.573,8.776,10.838,1.702,4.332,8.857,0.197,6.045,14.697,-4.571,1.482,1.843,7.94,2.813,9.016,9.387,4.945,2.425,3.778,4.849,1.634,6.035,10.622,1.342,1.417,1.677,10.802,6.742,8.305,6.485,13.75,14.527,9.291,3.782,5.791,3.34,3.075,7.743,1.533,7.857,3.027,1.472,0.599,12.881,-0.215,8.317,2.663,1.399,5.708,9.686,1.523,9.877,12.067,3.46,2.648,5.639,5.752,3.46,4.495,3.6,0.873,5.284,2.661,3.57,9.552,0.975,7.435,8.571,5.072,5.955,1.17,2.398,5.673,2.808,8.936,11.096,2.741,11.976,3.924,4.168,6.675,8.335,3.416,10.239,1.224,1.122,3.048,9.623,1.526,0.326,10.462,1.177,1.533,7.585,1.677,-5.251,1.872,6.4,2.148,3.618,-1.266,2.986,12.145,7.184,1.516,-1.381,1.094,-0.918,1.06,1.083,-2.635,6.042,10.553,1.462,-0.635,4.295,7.324,1.081,8.386,13.02,-3.204,5.654,8.428,6.071,5.336,9.034,-0.661,3.347,0.004,10.381,0.489,-0.717,5.501,3.601,0.444,-2.473,0.662,3.4,2.603,3.487,4.935,-0.324,8.708,4.418,1.703,-0.598,-2.981,-1.027,-1.602,1.193,1.517,3.828,1.826,4.709,1.484,6.733,2.776,0.389,-1.051,0.212,3.654,2.249,4.018,3.496,4.679,-1.632,0.765,1.786,0.503,0.941,-4.701,0.366,4.029,1.188,1.054,1.878,-0.96,3.461,9.674,8.573,2.023,1.227,3.12,3.584,5.336,0.225,-0.073,2.182,9.248,0.969,0.305,2.339,-1.404,2.271,-1.591,3.52,0.859,2.487,0.757,-1.219,2.048,0.189,-1.276,1.07,2.364,2.603,-0.174,-0.209,-1.857,2.155,-0.284,2.668,0.446,1.606,-0.214,-0.385,1.317,3.084,-0.676,0.741,-0.163,1.721,0.788,1.949,1.149,3.168,2.175,-0.385,-1.88,5.275,2.881,0.998,-0.756,3.053,4.227,-0.461,0.179,0.691,-1.572,-3.057,3.863,-2.561,2.653,0.327,5.235,1.221,2.064,4.648,3.404,0.101,3.094,-2.898,0.99,-0.258,-0.557,1.667,0.427,-0.474,2.399,-2.966,-3.216,3.811,1.003,-0.147,3.571,2.851,2.902,-2.248,6.882,1.226,2.968,0.709,0.253,1.36,-2.223,6.26,1.861,2.049,4.018,0.444,-1.811,-0.151,4.814,1.252,0.489,0.311,1.797,-0.793,-0.008,3.857,1.278,2.185,0.159,1.512,0.579,-2.019,-2.224,-1.198,-4.906,4.21,-0.902,0.009,0.945,0.072,0.443,2.83,4.605,3.746,-1.979,2.65,2.414,-2.313,0.238,-2.056,4.611,1.67,0.282,7.527,1.34,1.676,2.855,4.518,0.843,3.132,-2.063,3.524,0.386,-0.884,0.26,-3.224,-2.953,4.054,3.614,0.946,3.573,2.219,5.233,0.882,2.447,2.039,0.002,4.901,1.413,2.263,4.959,-1.637,0.108,-1.977,0.367,-1.48,-1.454,1.093,-0.039,4.585,-2.829,2.8,1.37,-2.993,-0.624,3.246,4.535,2.088,2.626,3.666,2.558,-4.75,9.219,21.78,8.834,10.942,10.088,16.125,12.752],"base_top":[[248058,21.78],[1206,20.331],[40,19.958],[760,18.51],[12189,17.803],[826,17.712],[1919,17.609],[27775,17.415],[3928,17.364],[2064,17.221]]},"positions":{"tokens":[248058,198,27,1628,28,19194,30185,29,198,27,15704,76443,29,198,15,23,17,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","direct","_children",">","\n","<","parameter","=node",">","\n","0","8","2","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.7447,-1.1455,0.2919,-0.2626,-2.4032,1.348,-0.2555,0.2014,-0.0759,-0.7957,-0.0947],[-3.2592,0.2824,8.0318,15.4096,-1.6029,-1.4564,1.6007,-0.701,0.0649,-0.5946,-0.311],[-3.9837,-0.324,11.1729,17.4972,-2.0021,-0.4171,-0.8491,-0.3012,-0.0969,-0.7715,-0.1239],[-1.6922,0.1753,10.4025,16.3907,-3.0479,-0.1731,0.042,-0.6381,-0.2673,-0.6089,0.1078],[-1.3843,-0.0377,9.2238,17.1611,-3.292,-0.4197,-2.4181,-0.3957,-0.2169,-0.7547,0.4922],[-0.7393,-0.0771,11.5162,15.5903,-1.8135,-0.7311,-2.1765,-1.022,-0.0989,-1.0669,0.0277],[-2.9061,-2.1534,9.6932,19.5199,-1.3961,1.0031,-0.2933,-1.0128,-0.2407,-0.983,0.2231],[-4.5701,-1.621,9.8053,19.9037,-1.2023,-1.1306,0.3036,-0.6067,-0.3561,-1.3267,0.445],[-4.8267,-0.0363,9.7805,20.2056,-2.4024,-1.8618,1.9375,-0.3212,-0.0897,-1.1622,0.0746],[-4.8285,-0.1513,11.2571,16.2144,-1.9343,-1.0633,-0.0258,-0.3282,-0.3256,-1.2741,0.0883],[-1.1169,-0.6522,9.1396,15.583,-3.2445,-1.0026,2.9396,-0.2834,-0.3571,-0.9309,0.0775],[-1.9367,-0.1838,9.4855,17.047,-3.9083,-1.6208,-0.8317,-0.5695,-0.2737,-1.2663,0.4561],[-4.2801,-2.2092,10.8418,22.3814,-2.6654,-2.8233,-0.0693,-0.7377,-0.2789,-1.3183,0.1426],[-3.4486,-1.3006,13.902,20.8887,-3.601,-0.8923,1.5738,-0.3334,0.1791,-1.0654,-0.2435],[-2.1863,-0.9301,17.0943,17.0844,-2.4671,-0.6566,-1.5957,-0.2938,0.0802,-1.0428,-0.3668],[-3.0611,-2.1161,13.7439,21.2431,0.1282,-1.1652,0.3625,-0.7889,-0.045,-1.3408,-0.3949],[-4.0121,-1.4686,13.5196,21.7694,-0.8801,-1.4314,0.1801,-0.9732,0.3025,-1.2336,-0.4305],[-3.8098,-1.3135,11.0802,20.7094,-0.7947,-2.4315,0.3178,-0.4733,-0.036,-1.2211,-0.0054],[-4.5038,-1.7815,12.6504,19.8574,-1.1998,-1.3587,0.3424,-0.3272,-0.077,-1.2433,-0.3669],[-2.8402,-0.1434,11.5387,18.0143,-1.8779,-0.9718,0.6963,-0.247,-0.1045,-0.6684,-0.3749],[-2.9472,0.0352,9.1935,20.1025,-0.7829,-2.632,0.1209,-0.5727,0.1348,-1.083,0.0172],[-1.6784,-0.8806,9.917,19.7105,-1.3484,-0.4587,1.0322,-0.0472,0.0046,-1.0163,-0.1632],[-3.2744,-0.0924,10.8916,16.6225,-1.1766,-1.0896,-0.2032,-0.4915,-0.2655,-1.1295,-0.2023],[-0.5245,-1.3681,10.8003,16.5201,-2.2012,-1.3462,2.1055,-0.0761,-0.2459,-0.8325,0.0485],[-1.615,-1.3638,10.3961,16.9105,-2.3847,-2.1227,-1.0708,-0.2682,-0.253,-0.9943,0.5265],[-1.0979,-1.5921,13.2091,18.1086,-1.8355,-2.1612,-1.2107,-1.0029,-0.3302,-1.3778,-0.188],[-3.442,-2.6281,11.323,21.7286,-0.9059,-2.022,0.4683,-0.7814,-0.1498,-1.4515,0.1995],[-3.709,-1.9847,12.9571,19.6874,-2.2599,-1.2057,1.1303,-0.2083,-0.333,-1.203,-0.1299],[-2.1726,-1.8704,16.2396,16.1537,-0.9053,-1.2761,-1.4474,-0.5633,-0.4323,-1.2421,-0.1882],[-4.4777,-1.4638,10.9508,22.4079,-1.584,-1.5044,0.8312,-0.4756,-0.0436,-1.299,-0.1757],[-4.2588,-1.5191,11.8967,18.9149,-1.8076,-0.7342,0.8966,-0.5629,0.0978,-1.1598,-0.5723],[-2.5899,-0.4725,11.3295,16.2995,-1.5598,-0.5704,1.1708,-0.5906,0.047,-0.6401,-0.6565],[-4.2639,-0.4657,8.7754,20.231,-0.4432,-2.1115,0.6441,-0.567,0.2484,-0.9755,-0.0852],[-4.1748,-1.8045,10.9771,20.4503,-1.6963,-0.6773,1.291,0.0352,0.1706,-0.9844,-0.3733],[-4.8615,0.1803,11.472,17.7723,-0.675,-1.0243,-0.2334,-0.3452,-0.1052,-0.894,-0.1978],[-3.7308,-0.3973,10.5723,16.9098,-1.9378,-0.6069,-0.1492,-0.6927,0.0268,-0.9323,-0.3358],[-3.9207,-0.1655,6.2264,13.3394,-0.6733,-1.932,1.5754,-1.2817,0.185,-0.9945,-0.1802],[-3.1398,-2.6074,10.4213,16.9213,-1.4693,-0.4037,2.2576,0.3923,0.2882,-0.7329,-0.2226],[-3.9272,0.1778,9.5341,13.6951,-1.6524,-1.0659,-0.3148,-0.8167,-0.0134,-1.2114,0.2267],[-2.5494,0.0747,10.1355,13.8344,-1.7115,-0.3029,-1.3749,-0.9577,0.0309,-1.4984,0.0655]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=direct_children>\n<parameter=node>\n082\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"selection-611402-0130","set":"selection","cohort":"no_tool","family":"version_comparison","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to return whether two versions are identical. Do not access or change stored data.\nLater version identifier: \"spruce_867\". Earlier version identifier: \"birch_799\".\nUnrelated archived note: cedar_154, reference 058. These are not inputs to this request.","tools":[{"function":{"description":"Return whether two versions are identical. Inert synthetic operation.","name":"version_equal","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"new":{"description":"Later version identifier","type":"string"},"old":{"description":"Earlier version identifier","type":"string"}},"required":["old","new"],"type":"object"}},"type":"function"},{"function":{"description":"Show differences between two versions. Inert synthetic operation.","name":"version_diff","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"new":{"description":"Later version identifier","type":"string"},"old":{"description":"Earlier version identifier","type":"string"}},"required":["old","new"],"type":"object"}},"type":"function"}],"prompt_tokens":612,"decision":{"rms":0.3836309615569261,"sumsq":150.7038358170539,"hb":[-0.08833,-0.08596,-1.74849,-0.14161,-1.26647,0.27472,-0.42002],"lse":22.479789737467257,"logits":[14.937,12.507,12.076,12.346,12.58,11.807,7.935,9.553,10.955,10.861,11.393,15.943,14.102,11.488,14.75,13.216,10.332,10.528,10.716,10.73,19.659,11.66,11.557,13.732,12.167,12.896,13.81,10.679,11.183,12.12,9.907,13.287,17.021,9.862,13.971,10.512,10.26,11.481,10.651,10.696,13.054,12.691,9.435,12.929,7.091,7.707,5.621,11.64,7.381,14.632,5.998,8.2,8.994,10.768,9.68,6.212,9.971,11.927,12.505,7.68,8.094,16.011,3.094,8.117,7.833,12.256,13.071,12.353,2.569,18.917,10.142,7.991,9.22,-1.016,12.346,1.504,10.701,6.58,9.799,14.178,9.334,10.568,9.302,9.755,11.641,7.502,8.263,4.776,11.899,13.16,1.103,6.728,19.774,12.536,7.432,7.278,14.355,-1.716,1.72,8.184,8.925,8.934,2.551,9.2,1.654,15.752,12.978,4.78,8.757,11.534,7.949,12.041,8.694,6.032,8.064,13.392,17.575,8.87,8.331,9.099,14.425,11.053,14.771,14.887,16.474,13.728,3.502,9.933,8.754,9.626,4.485,10.647,4.358,8.87,11.615,7.771,4.587,15.572,5.652,10.464,10.519,16.07,14.448,5.904,2.682,7.49,15.426,1.095,18.03,2.119,-2.994,10.531,7.222,9.228,8.129,11.208,8.77,9.563,10.066,9.889,9.759,5.153,10.118,1.076,9.105,5.783,11.077,5.447,-5.118,9.179,14.093,13.814,15.171,8.456,9.122,5.613,6.603,8.921,13.013,11.579,9.143,5.483,7.46,2.889,7.859,17.671,6.504,12.862,-1.945,11.953,11.662,5.826,15.485,12.935,6.312,7.359,8.765,14.801,9.29,2.513,8.144,14.52,6.912,3.995,13.538,9.125,12.237,7.458,4.475,12.758,3.181,15.021,15.346,1.352,13.997,6.163,-3.839,3.692,4.512,4.66,11.038,7.75,10.055,5.075,1.407,6.708,7.493,5.489,2.278,5.701,9.647,-1.473,3.046,6.41,9.152,10.214,4.727,11.836,9.14,13.13,7.72,6.174,4.817,3.336,7.055,11.769,-1.242,-2.276,8.938,9.506,3.205,12.366,11.744,10.676,7.337,-2.777,12.154,12.983,10.883,13.536,8.602,10.197,6.163,3.802,4.142,8.186,2.016,10.325,7.982,15.2,0.263,4.507,0.62,3.101,2.188,8.049,8.794,11.354,8.162,3.348,12.893,10.913,1.052,8.2,6.699,8.234,0.125,9.459,17.014,14.823,9.747,8.011,11.611,8.34,8.074,9.117,7.979,13.791,15.374,14.762,12.579,7.459,6.301,11.121,7.13,7.519,6.641,11.134,3.371,11.962,7.937,6.742,15.426,4.917,-0.346,-2.061,10.037,8.875,-1.861,-0.761,3.962,10.876,9.215,7.92,8.269,12.062,-3.73,-1.228,9.862,7.664,17.974,11.196,4.756,12.49,14.479,5.001,10.841,2.662,5.639,7.031,1.145,12.53,12.694,10.316,9.599,5.893,8.691,4.611,11.088,2.957,11.791,5.852,3.045,4.093,11.117,13.095,9.564,11.79,11.195,8.671,2.597,6.576,2.299,2.589,12.859,9.424,12.318,7.335,5.237,3.866,10.367,10.798,2.785,8.566,11.26,5.308,6.001,12.404,9.807,13.454,4.407,-3.708,16.077,3.035,8.762,5.179,1.242,4.193,10.155,13.467,5.061,12.795,5.91,14.828,1.578,11.422,7.877,5.459,2.653,1.648,4.258,-2.62,6.404,4.462,13.993,1.42,8.767,12.193,-3.707,6.568,10.866,8.022,2.008,7.819,11.189,10.329,-2.058,11.176,8.588,11.11,6.684,14.17,4.167,8.752,6.505,10.44,3.848,3.187,15.218,0.261,15.077,9.053,2.166,4.947,2.816,6.416,6.787,8.295,12.295,14.221,9.917,7.538,7.251,5.786,1.845,5.255,11.654,2.025,12.489,2.827,13.866,0.451,11.161,-1.099,5.784,2.708,12.898,7.747,7.096,0.398,2.119,13.634,10.318,6.909,10.833,2.388,-0.228,3.074,7.186,6.727,7.62,11.818,8.863,1.214,3.034,2.291,2.671,8.607,7.736,3.091,8.019,7.184,12.264,0.541,8.672,13.049,0.233,8.01,19.064,10.889,7.563,5.436,7.906,8.643,7.393,6.753,13.175,1.709,10.569,2.024,8.461,4.634,6.155,7.15,0.546,4.362,1.067,5.578,11.015,13.212,2.586,11.434,0.041,4.591,11.388,5.04,6.966,15.97,7.936,6.987,10.23,3.813,2.137,-1.46,6.158,6.721,-0.978,-2.382,3.153,7.181,6.609,6.158,6.122,6.889,5.34,6.7,7.233,3.75,6.558,7.083,8.435,2.802,0.567,11.747,1.304,6.102,13.093,10.871,6.333,5.459,3.433,7.708,-1.103,1.383,6.484,10.692,5.551,12.756,2.007,12.695,9.955,4.839,0.248,4.519,10.635,11.523,9.772,2.292,10.387,1.486,2.005,5.378,6.244,11.949,2.791,5.021,-0.476,7.73,8.923,0.442,3.822,6.183,10.867,-0.385,3.803,0.951,6.154,3.087,11.179,0.587,12.456,9.151,-1.628,4.48,9.576,1.479,2.538,1.708,7.057,13.773,1.604,9.873,9.399,6.564,12.868,10.869,0.554,-0.846,-2.138,0.187,8.541,10.873,8.482,9.766,-0.405,6.026,2.366,7.078,5.01,8.163,10.832,10.823,4.851,4.668,6.709,14.224,5.171,9.384,-1.659,4.248,5.359,0.443,2.629,6.42,8.885,14.167,7.852,-0.94,0.989,7.54,11.029,3.473,5.624,8.373,5.875,9.105,7.186,-3.74,6.578,3.618,0.839,4.327,9.401,9.634,-1.117,1.2,0.306,14.32,-1.65,4.494,8.511,8.725,9.3,8.601,0.725,5.409,8.131,1.521,6.546,13.8,-4.369,-0.707,3.444,8.124,1.563,7.787,11.417,5.816,-0.19,2.639,4.371,2.981,8.271,10.189,2.483,1.759,-0.325,10.733,8.07,9.09,4.418,9.91,12.298,9.967,3.232,6.675,2.662,5.57,7.388,1.928,7.532,2.94,0.92,0.264,13.979,0.162,7.965,2.827,1.316,4.712,9.991,0.589,10.209,12.014,1.381,1.73,6.473,4.919,3.652,3.832,3.149,0.509,6.569,1.736,3.472,8.906,-0.05,8.497,6.872,5.645,5.009,-0.381,2.366,5.968,3.484,9.495,9.821,3.68,12.183,1.451,4.549,5.711,6.943,3.409,13.662,2.924,2.187,3.815,7.962,0.891,-0.24,10.79,0.196,-0.016,6.561,1.589,-4.416,3.107,6.356,0.955,2.177,-1.398,1.013,10.617,8.647,4.352,-0.781,1.805,-1.141,1.361,1.231,-4.573,6.381,11.264,2.448,-0.532,4.701,6.624,1.49,8.525,13.458,-2.884,7.649,6.627,4.778,6.221,8.191,-1.875,3.469,1.865,10.681,-0.848,-0.288,4.451,2.066,0.854,-2.255,-0.311,3.38,-0.115,3.019,5.367,1.677,6.303,5.797,2.814,-1.874,-2.537,-0.686,0.635,1.875,1.224,2.423,1.659,5.353,-0.264,5.207,2.987,-0.589,-1.27,2.186,2.441,1.573,4.529,2.11,6.412,-1.636,3.582,2.333,2.779,2.421,-4.192,2.149,2.686,1.394,1.203,3.477,-1.705,1.608,9.844,9.028,2.116,2.314,2.431,4.442,2.963,1.718,1.032,0.991,3.115,0.49,-0.158,0.637,-2.628,1.629,-0.543,2.477,-0.83,2.311,0.035,-1.073,2.808,0.693,0.18,1.098,3.803,1.121,-0.173,0.955,-1.14,2.083,0.608,-0.427,3.042,3.558,0.08,0.086,2.274,2.51,-1.608,-0.742,0.099,0.46,1.112,0.55,3.327,4.216,2.286,1.483,-1.168,4.81,3.304,1.059,-0.525,4.288,4.982,-0.539,0.984,0.872,-0.622,-0.803,4.363,-1.706,3.043,2.367,5.929,6.875,3.292,3.647,4.184,1.109,5.424,-3.484,1.293,0.897,-0.097,3.857,2.235,-0.307,2.508,-3.386,-3.27,3.247,0.938,1.196,2.2,1.286,2.989,0.518,6.16,0.64,4.084,3.127,1.874,0.505,-1.333,4.635,-0.187,0.95,3.557,-0.401,-0.705,0.597,5.273,0.114,2.645,1.21,2.952,0.115,1.556,4.901,3.772,2.578,0.511,2.132,1.942,-1.029,-1.319,-1.997,-2.881,1.332,-0.177,1.189,-0.645,0.699,-0.439,2.355,5.111,4.048,-1.252,1.904,2.706,-0.586,-1.712,-0.155,3.365,1.898,-1.602,5.519,1.182,3.567,2.224,4.292,0.815,3.095,-2.24,2.686,0.41,-1.514,0.59,-3.74,-2.34,4.633,3.259,1.546,3.708,3.291,5.352,1.502,5.619,3.315,-0.052,5.15,-0.279,3.816,3.457,-0.444,-0.203,-1.715,0.467,-1.658,0.08,1.237,-0.022,1.698,-2.301,2.388,0.523,-0.24,0.647,2.984,3.126,1.496,2.148,2.576,1.652,-4.403,10.949,22.135,8.677,11.463,10.934,16.226,13.749],"base_top":[[248058,22.135],[1206,19.774],[40,19.659],[27775,19.064],[760,18.917],[2665,18.03],[12189,17.974],[3928,17.671],[1919,17.575],[63,17.021]]},"positions":{"tokens":[248058,198,27,1628,28,4225,11149,29,198,27,15704,28,787,29,198,42404,329,62,22,24,24,198,510,15704,29,198,27,15704,8083,29,198,49931,10208,62,23,21,22,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","version","_equal",">","\n","<","parameter","=","old",">","\n","bir","ch","_","7","9","9","\n","</","parameter",">","\n","<","parameter","=new",">","\n","spr","uce","_","8","6","7","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.1222,-1.6328,0.4541,0.2434,-1.2523,0.8238,-0.0695,-0.0829,0.2493,-1.0204,-0.0242],[-3.6922,0.5089,7.9954,14.9093,-1.0742,-2.093,1.2759,-0.8038,0.0217,-0.599,-0.3609],[-4.1375,-0.3347,11.2807,18.0751,-1.9876,-1.1324,-0.4411,-0.1856,0.1551,-0.7748,-0.1521],[-1.2196,-0.1742,10.6534,17.0284,-2.7234,-0.0825,0.1184,-1.0219,-0.0529,-0.6915,0.0026],[-1.5309,-0.792,10.0768,18.1012,-2.7461,-1.2735,-1.1973,-0.4113,0.1305,-0.8493,0.4925],[-1.5111,-1.5338,12.9457,17.6569,-1.0142,-1.8272,-0.9195,-1.0861,0.2513,-1.1054,-0.1136],[-2.0071,-0.8069,9.0857,16.8137,-0.6934,-1.2644,-0.779,-1.0292,0.0825,-1.2134,0.3806],[-5.7163,-1.8487,10.4558,21.5847,-0.6135,-1.4956,0.3036,-0.7122,-0.0574,-0.9988,0.2032],[-5.2666,-1.0554,9.4986,20.9363,-1.1566,-1.4314,1.7792,-0.3203,-0.1968,-0.9336,-0.2181],[-4.976,-0.757,10.3975,17.1513,-1.0207,-1.3823,-0.4976,-0.4136,-0.2696,-1.241,-0.2195],[-1.3291,-1.2318,9.6062,16.4233,-2.6005,-1.2746,3.5524,-0.3689,-0.397,-0.725,-0.2755],[-1.9081,-1.511,9.2502,17.4626,-2.8976,-1.9497,-0.9594,-0.6028,-0.2951,-1.1805,0.4344],[-1.7293,-1.484,11.7049,16.3303,-1.6353,-2.4376,-0.7099,-1.2292,-0.2188,-1.4267,-0.138],[-4.2799,-2.4411,11.5908,21.7953,-1.6446,-2.6133,1.2128,-0.7489,-0.1527,-1.4822,-0.0298],[-3.761,-1.3061,17.1954,18.6387,-2.9592,-1.0846,0.213,-0.1386,0.4223,-1.3414,-0.1044],[-1.873,-1.0369,21.1734,14.3661,-1.1699,-1.3884,-3.0368,-0.4494,0.279,-1.5283,-0.0405],[-3.5601,-1.9512,13.4319,20.389,-1.4492,-0.5629,1.7992,-0.6266,0.1894,-1.4526,0.3373],[-4.2128,-1.2444,13.1307,22.3297,-1.8139,0.1196,0.2534,-1.3488,0.2142,-1.6197,-0.0514],[-2.8753,-1.9618,15.9185,21.0321,-1.7786,-0.3339,-1.3384,-0.703,-0.0934,-1.574,-0.6855],[-3.289,-2.9555,14.3923,20.5851,-1.08,-2.302,-1.0704,-1.0728,-0.0691,-1.621,-0.4965],[-3.929,-2.8534,13.0418,20.9711,-0.3298,-2.1718,0.3558,-1.0688,0.2562,-1.5627,-0.3345],[-4.4391,-1.4211,11.648,21.8162,-0.6837,-1.5666,0.7859,-0.6108,0.2912,-1.4303,-0.2533],[-5.2249,-1.0116,12.7805,19.184,-1.4884,-0.82,1.3392,-0.5756,0.1101,-1.4127,-0.6804],[-2.9164,0.3682,11.3864,16.0518,-1.4726,-0.4313,1.2413,-0.5642,-0.0514,-0.9186,-0.6146],[-5.6048,-0.1393,9.988,21.2747,-0.5749,-2.9988,0.9201,-1.1192,0.1185,-1.3296,-0.2368],[-3.6167,-0.9968,11.9015,21.2227,-0.614,0.615,2.8502,-0.4102,0.4874,-1.4612,-0.194],[-5.3193,-0.3591,10.9427,18.2532,-1.2555,-1.2721,-0.005,-0.2636,-0.2517,-1.096,-0.3995],[-1.9565,-0.7841,11.2837,18.785,-2.383,-0.8627,2.7526,-0.6696,-0.1891,-0.8289,-0.4083],[-2.7194,-1.3447,11.4979,20.1382,-2.6507,-1.8103,-0.4392,-0.8751,-0.189,-1.3861,0.2137],[-5.0144,-1.7702,13.4791,21.6934,-2.6339,-1.4187,0.6653,-0.5182,0.0899,-1.3278,-0.0534],[-4.2351,-1.2415,17.0631,18.7523,-3.7685,0.13,1.4657,-0.2535,0.4241,-1.3339,-0.2007],[-1.7945,-0.8495,21.764,14.1234,-1.8254,-0.5199,-1.9144,-0.5472,0.3947,-1.4657,-0.1381],[-3.6632,-1.611,13.1273,19.7795,-1.4042,-0.2306,1.2051,-1.2845,-0.0545,-1.0609,0.1915],[-5.0609,-1.8605,12.8086,22.3234,-1.5386,0.2253,0.9184,-1.5363,0.3873,-1.6728,0.0019],[-3.3751,-2.4644,15.6903,20.4044,-1.6039,-0.1197,-0.6147,-0.5935,0.0165,-1.426,-0.6453],[-3.3801,-2.5284,13.2614,20.5132,-1.2353,-2.7333,-0.8733,-1.3287,0.0049,-1.0394,-0.4799],[-3.7886,-1.7372,13.0639,21.0511,-0.725,-1.4482,-0.4564,-1.3123,0.2661,-1.2531,-0.522],[-3.6804,-1.3137,11.1956,22.3306,-1.007,-1.9278,0.7312,-0.524,0.1979,-1.345,-0.1867],[-4.5556,-1.0992,12.1009,19.5481,-1.2584,-0.8518,1.4025,-0.282,0.1766,-1.1224,-0.49],[-2.731,-0.0438,11.5769,17.2281,-1.4687,-0.7848,1.2187,-0.463,0.0443,-0.6754,-0.5821],[-2.8099,0.4078,9.2553,20.7499,-0.4424,-2.9152,0.254,-0.7571,0.288,-1.1564,-0.0317],[-1.9356,-0.5578,9.0863,20.2845,-0.6764,-1.4108,1.7723,-0.1987,0.0459,-1.1225,-0.1591],[-2.6081,0.792,9.7704,15.9368,-0.3831,-1.4427,-0.2162,-0.6292,-0.1849,-1.1152,-0.2721],[-3.7069,0.2411,9.71,15.8734,-2.1336,-0.1433,-0.5033,-0.6764,0.0005,-1.0662,-0.3309],[-4.1395,0.0673,6.1109,12.6359,-0.842,-1.5926,1.8199,-1.2261,0.2405,-0.8716,-0.2483],[-3.6602,-2.3572,9.5672,16.9091,-1.6781,-0.8141,2.731,0.012,0.5974,-1.1078,-0.1999],[-3.7667,0.1605,8.7,12.3172,-1.159,-1.1355,-0.4111,-0.8233,0.077,-1.2482,0.1288],[-2.9677,0.0785,9.3504,13.8769,-1.748,-0.6237,-1.5798,-1.0362,-0.041,-1.5995,0.0689]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=version_equal>\n<parameter=old>\nbirch_799\n</parameter>\n<parameter=new>\nspruce_867\n</parameter>\n</function>\n</tool_call>","n_tokens":48,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"selection-611402-0064","set":"selection","cohort":"valid_call","family":"tree_scope","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> direct_children {\"node\": \"maple_757\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: list immediate children of a tree node.\nTree node identifier: \"maple_757\".\nUnrelated archived note: birch_772, reference 018. These are not inputs to this request.","tools":[{"function":{"description":"List immediate children of a tree node. Inert synthetic operation.","name":"direct_children","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"node":{"description":"Tree node identifier","type":"string"}},"required":["node"],"type":"object"}},"type":"function"},{"function":{"description":"List every descendant of a tree node. Inert synthetic operation.","name":"all_descendants","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"node":{"description":"Tree node identifier","type":"string"}},"required":["node"],"type":"object"}},"type":"function"}],"prompt_tokens":549,"decision":{"rms":0.41279746589740307,"sumsq":174.49036579974927,"hb":[-0.01382,-0.06479,-2.20622,0.10019,-1.65571,0.09732,-0.61959],"lse":23.727218900096794,"logits":[13.508,12.464,11.256,11.698,11.416,10.651,8.031,8.462,11.71,11.407,10.314,16.24,11.549,10.604,13.83,10.603,8.606,9.259,11.44,9.255,19.279,11.031,10.856,12.665,11.935,11.208,9.63,8.756,11.148,9.797,9.66,13.892,14.886,8.454,12.139,8.526,9.23,11.984,9.861,10.28,10.999,10.227,8.612,11.551,3.433,6.878,1.661,12.391,4.852,12.802,5.302,8.37,9.219,8.675,7.477,5.506,9.205,12.585,11.129,6.54,6.965,13.938,3.856,7.96,9.917,13.147,5.114,9.127,2.443,17.318,7.653,6.189,8.603,-1.152,8.043,2.877,13.966,7.36,7.969,9.709,8.376,9.397,7.643,7.712,9.885,6.187,6.756,5.082,9.538,12.992,1.942,5.277,16.634,12.115,3.929,6.845,13.17,-2.586,3.858,4.009,7.171,7.086,1.365,7.724,0.471,12.762,10.926,4.375,8.206,9.027,6.254,9.407,4.785,5.405,7.107,11.227,15.323,6.173,6.703,7.37,12.892,9.792,13.087,13.156,12.922,10.589,3.768,11.811,8.811,9.242,1.859,7.618,3.189,7.163,11.885,7.366,4.12,14.38,4.571,9.816,8.69,14.048,12.084,4.717,0.637,8.792,11.784,0.645,15.036,2.77,-1.366,8.42,7.312,7.181,5.879,8.784,7.032,8.611,9.44,9.185,8.682,5.132,10.32,0.326,7.919,4.6,8.982,4.647,-5.865,9.39,12.451,11.107,12.094,6.781,8.698,5.898,5.97,6.375,10.425,9.01,5.706,4.052,5.664,3.83,8.296,16.33,5.173,10.73,-2.063,9.617,9.757,6.415,12.393,11.692,5.522,4.522,8.596,10.406,8.882,1.8,6.133,12.306,6.828,4.573,12.938,8.746,10.245,7.039,5.465,11.076,1.389,11.122,13.967,2.773,7.222,5.49,-5.952,0.717,5.027,3.817,7.402,8.309,6.467,4.797,0.753,4.971,7.143,5.165,0.972,4.112,10.801,-0.906,3.032,5.274,8.141,10.622,2.836,10.236,6.636,7.968,6.115,3.959,3.55,3.365,5.953,12.711,0.463,-5.074,6.906,9.171,-0.35,11.37,9.683,8.957,5.231,-3.343,11.6,11.287,7.741,11.686,8.614,10.064,5.434,0.504,4.687,5.05,2.235,10.675,6.615,15.039,1.893,2.894,1.179,0.81,2.662,6.815,6.918,5.933,7.424,0.131,9.659,8.622,0.14,5.817,3.78,6.944,-1.925,7.361,12.801,11.16,7.577,6.823,10.761,7.151,7.601,10.062,8.784,11.023,14.394,9.228,10.695,5.696,5.855,9.24,6.608,5.498,5.428,10.046,1.158,9.678,6.926,5.515,12.286,4.502,-0.599,-2.319,8.695,7.335,-5.064,-0.113,4.066,9.856,7.452,7.093,9.056,10.194,-2.931,-2.685,7.188,8.539,15.121,9.789,2.469,10.354,12.727,6.669,9.795,2.11,3.433,5.58,-1.15,11.426,11.434,12.149,9.513,3.436,8.514,3.091,7.575,1.568,9.341,4.827,-0.954,7.546,10.179,12.703,6.704,10.837,10.139,8.265,1.049,4.483,-0.84,1.097,11.764,8.867,12.003,5.501,3.018,4.421,8.605,10.429,0.495,5.765,10.746,4.784,4.591,11.22,8.755,12.907,4.983,-3.183,13.52,4.402,7.555,3.768,1.391,2.273,7.723,10.784,3.094,10.995,5.671,11.887,-0.117,9.047,7.071,2.041,1.692,1.854,3.653,-3.378,5.646,2.078,10.849,1.195,8.64,10.52,-2.273,3.303,10.343,8.203,-0.989,5.29,8.783,9.182,-2.353,12.298,6.121,9.521,7.401,10.796,4.21,8.557,6.037,10.036,4.939,1.804,13.123,-0.59,13.381,8.133,3.373,4.658,2.909,5.316,6.921,6.542,11.216,11.061,8.5,6.548,7.967,4.736,1.732,4.85,9.789,0.286,11.575,2.02,7.149,-0.656,9.765,-1.902,3.86,3.627,9.666,5.682,6.07,0.043,1.701,10.477,9.53,6.352,8.079,2.432,0.403,2.457,8.195,6.765,7.576,11.857,6.643,0.632,2.99,0.898,1.192,6.385,6.246,2.267,7.304,5.927,9.14,0.714,6.297,9.995,-0.036,7.817,15.966,9.282,5.963,5.107,7.446,9.012,6.054,5.787,11.375,1.449,7.375,2.964,9.279,1.884,4.082,5.823,0.768,3.979,-0.929,6.014,9.538,12.62,2.186,8.668,0.868,3.645,8.285,4.444,7.316,13.879,4.449,6.249,9.025,2.096,1.102,-2.711,4.718,6.25,0.909,-1.698,-0.013,7.747,5.508,4.587,3.668,6.739,3.47,4.149,6.627,4.073,3.659,5.666,4.27,0.4,0.644,9.465,2.054,3.719,11.03,7.521,5.392,5.778,1.746,5.656,-1.167,2.026,5.957,9.412,4.59,10.376,1.971,8.778,8.753,5.525,0.256,1.355,8.144,10.718,6.656,2.551,8.266,2.428,0.322,5.47,4.203,8.955,1.913,4.107,-1.832,5.983,6.924,-0.267,2.728,6.729,8.69,-0.22,3.651,1.126,6.991,0.453,10.68,-0.152,10.743,8.106,-1.663,4.173,8.44,-1.266,2.154,3.762,5.625,12.053,1.77,7.237,7.004,4.027,11.604,10.312,-0.059,-0.552,-3.718,0.382,6.084,8.668,7.79,8.034,-2.593,6.723,3.055,7.695,4.255,6.175,9.736,5.073,3.955,2.582,5.493,11.868,4.927,10.467,-2.75,4.424,4.574,2.37,2.93,3.008,9.203,10.776,6.383,0.863,0.908,4.509,9.605,-0.017,4.52,6.506,5.82,7.54,6.04,-2.157,2.059,1.796,-1.138,1.745,7.38,7.933,-2.856,1.405,-1.737,10.126,-1.459,3.294,7.83,6.527,7.05,8.851,2.856,6.157,7.367,-1.077,5.613,10.28,-4.145,-0.514,0.832,6.21,2.041,6.463,7.873,7.484,0.569,2.828,4.182,3.171,5.839,9.435,2.311,2.254,-0.114,9.809,4.294,7.932,5.438,5.791,9.616,6.371,3.473,5.868,1.73,3.575,5.712,1.564,4.822,2.488,-0.199,1.176,14.675,-0.87,5.79,1.969,-0.906,4.995,7.341,-0.909,7.301,11.099,1.739,1.614,4.214,5.031,6.117,2.904,4.493,1.157,4.913,3.256,2.46,8.23,0.465,6.699,8.755,5.025,4.486,-1.149,3.774,3.4,1.25,8.131,7.739,2.995,12.768,1.402,3.511,5.968,6.602,3.605,6.755,2.424,1.022,2.997,6.613,1.623,-0.371,7.685,-1.656,-0.033,6.08,3.462,-3.402,3.241,5.508,2.261,2.157,-2.976,1.857,10.708,5.262,4.298,-1.724,0.939,-0.064,2.874,-1.067,-3.296,5.011,7.281,0.882,-1.216,1.873,6.789,0.979,6.656,11.47,-2.465,4.724,5.678,5.787,4.104,7.734,-1.637,2.841,0.415,8.99,-0.942,-0.377,6.35,3.13,1.196,-0.94,0.812,3.282,0.571,2.279,5.132,0.411,7.64,5.185,2.216,-1.603,-1.085,-1.668,2.09,1.544,2.741,3.771,0.479,6.333,0.274,7.321,2.092,0.037,1.259,0.137,3.665,2.523,3.933,4.149,4.019,0.039,2.537,-0.871,2.583,2.714,-3.977,1.972,2.146,1.563,1.904,2.54,-0.212,2.081,12.314,9.186,3.592,3.088,3.816,2.694,4.544,1.248,0.026,1.825,6.248,-0.841,-0.964,-0.336,-3.019,4.476,0.434,3.199,0.153,3.565,-0.337,-0.996,3.52,-0.517,-0.318,0.752,1.431,2.001,0.417,-1.029,-0.195,3.615,0.316,1.709,0.021,0.211,0.334,2.378,1.409,1.502,0.432,-1.051,0.83,-0.885,1.309,2.174,1.758,4.936,3.089,-2.141,-1.343,5.111,3.734,0.541,0.106,3.324,4.482,0.83,-1.67,1.809,-1.537,-0.221,3.169,-0.677,1.88,1.159,6.204,2.392,2.899,4.127,3.588,-0.411,3.678,-2.872,1.867,0.528,0.837,4.179,1.216,1.055,2.346,-3.212,-0.688,3.191,1.116,-0.336,1.186,1.872,3.292,-2.272,6.397,-0.051,3.993,2.456,1.057,1.33,-0.919,4.991,1.705,-0.169,3.551,-1.457,-0.051,1.224,5.956,0.132,2.698,-0.641,2.457,0.283,-1.117,5.135,3.506,2.31,0.216,0.633,0.979,-2.586,-2.128,-0.334,-5.294,2.354,-2.373,0.031,-2.507,0.615,-0.483,0.626,6.191,3.07,-0.294,3.65,2.431,-1.624,0.154,0.397,4.389,1.7,-1.155,6.031,1.397,1.758,2.876,3.967,1.426,2.173,-2.81,1.877,-0.103,-1.067,0.409,-3.592,-1.847,3.671,3.308,1.415,3.56,3.758,2.464,0.277,3.166,0.85,-0.292,5.105,1.552,3.626,4.259,-1.094,-2.276,-2.221,1.072,-1.932,-2.106,0.494,-0.716,2.431,-2.839,1.764,1.348,-1.32,-0.976,1.457,4.65,0.465,4.119,4.661,3.213,-4.727,10.712,23.706,11.578,12.893,12.188,16.1,14.442],"base_top":[[248058,23.706],[40,19.279],[760,17.318],[1206,16.634],[3928,16.33],[27,16.24],[248068,16.1],[27775,15.966],[1919,15.323],[12189,15.121]]},"positions":{"tokens":[248058,198,27,1628,28,19194,30185,29,198,27,15704,76443,29,198,2117,273,62,22,20,22,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","direct","_children",">","\n","<","parameter","=node",">","\n","map","le","_","7","5","7","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.311,-0.674,0.5786,-0.5986,-1.5746,0.7627,-0.6238,0.1786,0.0513,-0.6225,0.0409],[-3.6309,0.568,8.078,15.2788,-1.163,-1.6554,2.1488,-0.672,0.0764,-0.5755,-0.3682],[-4.1274,-0.254,11.5138,18.0647,-2.2895,-0.7128,-0.5886,-0.1767,-0.0949,-0.7428,-0.0858],[-1.6726,-0.1622,10.5333,16.5903,-3.2045,-0.0984,0.6793,-0.6408,-0.2635,-0.6626,0.0949],[-1.7734,-0.5121,9.8031,18.1688,-3.3823,-0.2415,-2.1763,-0.4071,-0.1735,-0.8249,0.5161],[-1.2427,-0.4219,11.8116,16.4612,-1.8384,-0.7047,-1.8648,-1.1202,-0.0945,-1.0928,0.0138],[-3.0487,-2.1019,9.9587,19.7864,-1.4544,1.0242,-0.1149,-1.0175,-0.245,-0.9673,0.2286],[-4.8196,-1.6587,10.3359,20.5513,-1.1675,-1.1195,0.6216,-0.5578,-0.3144,-1.2532,0.4479],[-5.0242,0.1668,9.9955,20.3664,-2.6067,-1.7565,1.8752,-0.3419,-0.0786,-1.1232,0.0742],[-4.9081,0.0294,11.0907,16.479,-2.1935,-1.072,0.1557,-0.3078,-0.281,-1.2156,0.0735],[-1.2003,-0.6844,9.2866,15.8873,-3.3409,-0.95,3.1296,-0.3028,-0.3275,-0.9691,0.1161],[-1.9377,-0.2486,9.6643,17.2784,-3.9278,-1.5836,-0.688,-0.5586,-0.2687,-1.2579,0.4753],[-4.5914,-2.5917,11.8498,22.1758,-2.3045,-2.9458,0.489,-0.7024,-0.2279,-1.3022,0.1747],[-3.9939,-1.7522,16.3294,19.922,-3.2134,-1.2644,2.2054,-0.213,0.2365,-1.2689,0.0768],[-1.9465,-1.5148,20.018,15.453,-1.4249,-1.4336,-1.0326,-0.4976,0.1621,-1.2933,0.0675],[-3.1446,-1.3008,13.6994,20.7295,-0.436,-0.6423,-0.5894,-1.3223,0.2814,-1.334,0.1735],[-4.2716,-1.0733,12.7395,22.0755,-1.8969,0.173,0.5635,-1.296,0.1277,-1.2621,-0.1267],[-3.106,-2.044,16.0694,21.3005,-1.2617,-0.6265,-0.9668,-0.6428,-0.0014,-1.4088,-0.7313],[-3.1935,-2.1582,13.916,21.1193,-1.7104,-2.3752,-2.4619,-1.5958,-0.0606,-1.5718,-0.4317],[-4.0874,-1.6164,12.7629,21.337,-0.2165,-1.1662,0.3872,-1.1738,0.1512,-1.3381,-0.4144],[-3.9865,-1.0213,11.078,21.2688,-0.9824,-1.8291,0.3644,-0.469,0.0259,-1.2145,-0.1404],[-4.6839,-1.5129,12.5135,19.8889,-1.3128,-1.0276,0.354,-0.3014,0.0164,-1.258,-0.4024],[-2.9662,0.1791,11.0161,17.22,-1.6856,-0.7611,0.6451,-0.1835,-0.1,-0.5549,-0.4087],[-2.8986,0.1999,9.2205,20.1032,-0.7908,-2.6429,0.0088,-0.5877,0.1757,-1.0737,-0.0064],[-2.0645,-0.9419,10.5487,20.3507,-0.9132,-0.6251,1.42,-0.1631,-0.0205,-0.9465,-0.2202],[-3.1564,0.033,10.9929,16.8778,-1.2153,-0.9763,-0.2343,-0.4426,-0.2326,-1.1353,-0.239],[-3.7139,-0.3919,11.3525,17.5753,-2.2089,-0.6868,-0.4129,-0.726,-0.0142,-1.0381,-0.292],[-3.8673,-0.0128,6.2322,13.4229,-0.7091,-2.004,1.9,-1.274,0.1896,-0.875,-0.1628],[-3.2363,-2.6086,11.0522,17.0497,-1.4371,-0.8776,1.9564,0.5079,0.2285,-0.5938,-0.3135],[-3.7785,0.0483,9.4642,13.363,-1.6126,-0.8404,-0.2751,-0.7179,-0.027,-1.1529,0.2681],[-2.9875,-0.5815,9.9452,14.1015,-2.2213,-0.7747,-1.6956,-0.9504,-0.111,-1.4784,0.0412]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=direct_children>\n<parameter=node>\nmaple_757\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=direct_children>\n<parameter=node>\nmaple_757\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=direct_children>\n<parameter=node>\nmaple_757\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=direct_children>\n<parameter=node>\nmaple_757\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0190","set":"selection","cohort":"no_tool","family":"subscription","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_664, reference 052. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to stop receiving events on a topic. Do not access or change stored data.\nSubscriber identifier: \"cedar_655\". Topic identifier: \"cedar_108\".","tools":[{"function":{"description":"Start receiving events on a topic. Inert synthetic operation.","name":"fx_42149","parameters":{"additionalProperties":false,"properties":{"p_1_12":{"description":"Subscriber identifier","type":"string"},"p_2_95":{"description":"Topic identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_12","p_2_95"],"type":"object"}},"type":"function"},{"function":{"description":"Stop receiving events on a topic. Inert synthetic operation.","name":"fx_27355","parameters":{"additionalProperties":false,"properties":{"p_1_12":{"description":"Subscriber identifier","type":"string"},"p_2_95":{"description":"Topic identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_12","p_2_95"],"type":"object"}},"type":"function"}],"prompt_tokens":659,"decision":{"rms":0.3706535120836724,"sumsq":140.68021864444017,"hb":[-0.08549,-0.07928,-1.26577,-0.00608,-0.75721,-0.03033,-0.38426],"lse":21.18903159075541,"logits":[14.247,14.116,13.233,13.617,13.543,12.837,10.219,11.353,11.747,12.047,10.882,14.153,12.703,8.468,14.702,10.41,7.968,11.212,8.566,10.645,19.657,8.105,10.525,14.549,12.853,11.28,8.34,9.067,11.673,7.551,7.524,13.996,14.42,8.868,11.927,11.321,9.353,11.457,5.826,6.919,11.989,6.201,7.21,10.266,11.841,6.237,4.422,10.286,6.543,14.804,4.256,7.195,8.109,7.614,6.64,6.012,8.675,10.231,11.002,5.363,7.782,14.784,2.358,6.364,7.588,10.551,5.444,11.268,0.925,17.201,9.075,8.603,7.21,0.319,12.785,1.965,8.882,7.442,9.927,12.344,9.314,8.359,9.858,10.838,10.957,7.134,6.984,2.095,10.819,11.448,-1.256,6.72,19.397,9.774,6.402,8.153,13.462,-5.309,1.445,2.756,7.569,8.961,2.375,9.585,1.481,13.853,11.451,4.264,5.166,9.705,5.535,8.745,7.156,6.221,8.701,13.009,17.243,7.827,9.664,11.498,13.235,12.266,13.551,14.464,16.02,12.265,2.529,11.185,6.911,9.587,2.44,9.029,2.217,9.149,9.302,9.08,6.801,13.118,3.887,8.828,7.771,15.597,14.272,5.967,0.427,9.938,14.162,-3.125,17.45,0.724,-2.967,9.892,5.283,7.419,4.279,11.347,8.474,9.16,8.635,8.816,9.083,5.803,12.165,-1.322,7.398,1.949,11.905,8.232,-5.943,11.724,11.805,12.218,13.343,8.588,6.853,8.642,10.754,7.172,12.729,6.692,7.184,3.19,7.312,1.691,7.411,14.519,7.527,10.57,0.862,10.092,12.06,2.74,14.833,12.978,5.002,7.342,10.152,14.886,9.162,2.201,7.198,11.613,6.305,-0.219,12.228,10.477,12.167,8.512,2.858,10.868,7.763,15.248,15.532,1.508,8.325,2.599,-2.37,4.34,1.54,1.341,11.479,5.67,9.898,0.584,-0.68,7.915,9.214,3.815,1.561,4.075,11.206,-0.613,0.579,6.385,11.384,8.813,6.601,10.618,5.889,10.572,3.722,2.62,5.155,3.623,4.494,13.013,-2.09,-0.629,10.476,8.791,0.28,10.085,10.004,9.666,5.347,-0.474,11.003,12.117,8.008,12.12,11.06,11.724,6.48,-0.371,3.254,9.943,6.873,11.842,5.366,14.608,-0.642,2.199,0.429,1.894,2.417,11.42,8.683,6.065,6.945,1.583,14.318,10.275,1.443,6.686,6.602,11.383,-1.102,9.285,11.675,12.386,15.825,5.959,13.677,10.566,8.813,7.379,10.525,11.51,13.608,5.94,12.695,6.796,5.079,10.596,7.11,5.852,8.538,17.837,-1.455,10.11,9.96,6.57,15.36,4.447,-1.279,-0.743,8.915,6.543,-3.903,-0.723,4.159,8.157,7.734,6.841,6.699,11.823,-2.828,-3.61,8.319,11.905,15.706,6.858,2.763,12.561,13.268,4.395,11.095,1.584,2.532,6.697,-1.319,7.214,12.401,12.075,6.003,7.997,7.04,4.379,6.114,4.209,12.254,5.295,-1.35,3.941,5.708,12.352,7.528,11.611,8.708,8.878,1.993,4.671,-0.611,-0.95,13.59,12.287,10.137,5.173,2.746,3.092,12.023,11.267,-0.282,6.76,11.066,4.711,6.703,10.365,8.999,16.496,2.032,-2.709,13.427,3.057,7.512,4.212,0.927,3.597,9.072,12.444,3.552,12.243,7.148,12.869,2.442,11.112,6.134,4.098,0.232,3.992,6.283,-3.414,4.675,4.07,10.819,-0.413,10.35,12.714,-1.343,2.112,9.962,7.067,3.776,4.675,11.156,9.796,-0.843,9.819,6.327,11.822,6.056,8.585,3.565,5.435,6.814,8.063,2.978,1.153,13.07,-2.819,11.953,6.976,5.122,6.323,-0.499,6.997,6.204,5.671,12.291,13.673,8.057,10.138,6.523,6.224,-0.182,5.163,10.596,3.644,13.16,1.73,8.107,2.891,11.07,-0.714,3.152,0.129,8.595,6.174,7.57,-0.111,0.475,12.18,10.715,5.865,8.817,2.233,-0.868,4.192,8.407,8.089,7.07,13.851,7.829,-2.31,1.707,2.083,0.506,7.214,6.542,1.649,10.751,6.348,11.242,0.706,6.325,12.286,-0.56,10.556,15.11,9.376,5.665,8.229,5.835,9.231,6.651,5.449,12.215,-0.372,7.971,2.703,7.383,3.255,4.814,6.179,1.424,6.068,-1.4,5.006,9.956,14.791,4.25,9.557,1.338,5.176,10.713,2.191,11.105,13.302,8.958,6.349,8.036,0.769,0.017,-0.066,6.011,7.409,4.017,-1.449,2.495,7.342,3.99,7.022,4.725,2.173,6.105,5.63,7.837,2.485,5.232,7.571,6.553,4.734,-2.306,10.203,-1.62,8.852,12.9,9.984,4.05,4.602,-0.25,6.196,0.947,0.701,10.091,10.854,6.04,12.04,3.022,7.352,7.407,2.144,-2.821,5.134,10.101,10.169,6.549,2.472,11.032,5.679,-1.292,2.512,8.27,10.52,1.834,5.08,-1.622,8.143,7.262,1.546,2.005,7.77,10.376,1.48,6.599,2.758,6.705,0.461,7.336,-0.012,11.613,10.619,-3.637,3.63,9.638,0.179,3.188,1.908,8.284,11.835,3.533,7.511,8.668,3.825,11.576,9.192,0.912,-3.985,-3.666,2.493,9.677,17.796,6.962,8.086,-3.059,4.575,3.338,9.236,6.996,9.066,9.569,5.94,4.392,1.522,5.231,10.838,7.278,9.82,-3.774,3.098,3.477,1.433,4.061,2.405,7.219,14.025,7.949,0.754,-1.055,8.586,9.3,0.331,5.53,6.953,6.512,8.38,5.287,-4.821,6.59,4.425,-0.497,3.481,11.079,9.811,-0.603,0.733,3.74,11.66,-0.621,6.754,10.784,5.217,5.802,12.028,3.23,5.762,7.299,-0.488,5.358,13.44,-3.323,1.078,4.717,7.281,1.703,4.825,7.335,2.274,0.078,2.173,3.518,2.022,6.607,8.357,0.367,2.485,1.668,8.988,6.789,7.793,4.152,13.668,15.087,8.859,4.137,7.194,1.82,1.823,9.567,1.155,7.136,2.407,2.205,-0.535,10.385,-2.314,9.065,3.188,0.357,5.435,15.955,0.031,8.775,12.262,2.532,0.816,8.108,6.156,0.793,4.808,4.085,1.69,4.554,1.983,2.202,7.422,-1.546,8.083,6.364,4.125,5.187,1.576,4.75,9.254,2.715,7.01,9.612,1.183,11.009,4.643,3.517,6.448,5.693,3.26,9.214,0.827,4.899,2.499,7.144,2.063,2.396,12.661,2.756,2.93,7.583,1.717,-4.722,1.748,11.343,0.955,4.596,-1.975,1.908,9.002,2.784,-0.638,-1.236,2.757,-3.234,2.593,2.194,-4.536,6.371,10.587,1.647,-0.217,5.879,6.536,2.494,7.508,11.889,-3.857,4.771,7.669,2.142,6.342,9.656,-2.371,5.103,-0.383,11.205,2.418,-0.115,3.343,3.035,-0.343,-0.935,0.213,1.344,1.433,4.603,5.89,0.198,5.846,4.785,1.699,-3.208,-1.511,-0.837,-1.235,1.971,1.917,8.091,2.074,4.01,4.502,6.14,3.698,2.011,1.743,0.612,1.499,1.212,5.707,1.348,3.603,-2.793,3.28,2.507,3.745,-1.088,-4.981,1.625,3.272,0.188,-0.527,2.331,-2.545,-0.016,9.481,8.483,1.897,0.926,2.914,6.002,3.171,0.401,-1.162,2.774,1.752,-0.949,2.884,1.797,-4.926,2.239,-1.352,2.895,0.853,1.801,-1.556,-2.348,2.195,-0.403,-1.029,-1.823,0.547,0.597,-2.133,-1.431,-3.127,1.59,0.568,-0.752,2.138,2.036,-2.738,0.274,3.649,1.93,-1.257,-0.958,-0.824,1.863,-0.497,1.206,-0.41,3.211,2.548,-0.933,-3.856,4.938,2.861,1.811,0.553,2.741,3.078,-0.051,-0.799,-0.114,-0.552,-2.128,2.611,-1.074,4.41,-0.849,4.966,-0.044,2.108,4.162,2.353,0.381,2.995,-1.112,0.062,-0.777,0.135,-0.254,-0.525,0.553,1.65,-2.385,-5.412,5.026,0.419,0.097,2.318,1.248,3.42,-1.101,3.42,0.417,0.621,-1.484,-1.312,1.782,-2.471,5.173,-0.138,2.198,1.02,-1.104,-1.793,3.327,3.529,1.749,0.368,0.993,0.28,-0.045,1.774,1.973,-2.382,3.982,1.025,0.686,1.354,-1.215,-2.043,-0.801,-0.165,3.593,-1.739,0.472,1.55,2.219,1.382,1.974,2.502,3.11,-2.932,-0.389,1.282,-0.196,0.733,1.117,3.614,-0.473,0.078,7.087,0.625,1.796,2.294,6.072,-0.691,2.348,-1.275,1.488,-0.973,-0.693,-0.754,-2.384,-3.023,1.797,3.911,0.46,3.374,3.264,3.814,0.448,1.342,2.248,0.579,4.435,0.701,2.514,2.013,-2.809,1.223,-1.097,-0.024,-1.177,-1.295,-0.597,0.361,2.63,-3.58,2.917,2.385,-1.451,-1.331,4.199,1.95,1.717,1.117,3.582,1.349,-1.906,6.675,20.142,7.132,8.753,8.453,16.129,11.458],"base_top":[[248058,20.142],[40,19.657],[1206,19.397],[10358,17.837],[48964,17.796],[2665,17.45],[1919,17.243],[760,17.201],[15771,16.496],[248068,16.129]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,17,22,18,20,20,29,198,27,15704,16874,62,16,62,16,17,29,198,1931,277,62,21,20,20,198,510,15704,29,198,27,15704,16874,62,17,62,24,20,29,198,1931,277,62,16,15,23,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","2","7","3","5","5",">","\n","<","parameter","=p","_","1","_","1","2",">","\n","ced","ar","_","6","5","5","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","9","5",">","\n","ced","ar","_","1","0","8","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.8583,-1.6306,-0.1922,0.2094,-1.7764,0.673,0.7736,0.0226,0.0126,-0.9459,-0.2134],[-3.8535,0.5349,7.215,14.441,-1.2937,-1.6761,2.1266,-0.8391,0.2006,-0.6221,-0.3921],[-4.7324,-1.6394,11.1948,18.31,-1.2209,-0.6004,0.4189,-0.2191,0.169,-0.7714,-0.221],[-2.2681,-1.9087,10.8281,16.6694,-1.5273,-0.8032,1.8496,-0.6612,0.1078,-0.6948,-0.0504],[-2.0711,-2.8119,10.5453,16.3808,-2.0577,-0.9923,-0.9836,-0.5923,0.3967,-1.0835,0.6044],[-1.0906,-3.4301,9.5205,15.4489,-0.8818,-0.458,0.6161,-0.6883,0.5314,-1.2504,0.0887],[-2.3728,-1.6338,12.163,21.338,-1.9877,0.6501,-0.1997,-1.3014,0.4714,-1.393,-0.003],[-1.7381,-2.2006,16.0018,20.6549,-1.0084,-0.1518,-1.5671,-0.73,0.3317,-1.4342,-0.4538],[-2.6568,-1.5065,14.1586,20.9017,-0.1769,-1.0454,-1.5417,-1.2518,0.1331,-1.2783,-0.4088],[-4.0183,-2.4083,12.8347,20.6251,-1.0635,-3.2912,-0.596,-1.0766,0.0682,-1.4992,-0.5889],[-3.6622,-2.2893,13.4686,20.5163,-1.3218,-2.5791,-1.4841,-1.5992,0.097,-1.2228,-0.4952],[-3.1864,-1.5345,11.502,21.1168,-0.7707,-3.4815,-0.6999,-1.7479,0.2074,-1.3014,-0.4634],[-4.5321,-1.2454,10.5875,22.9269,-1.3553,-2.3235,0.7879,-0.6919,-0.0467,-1.0897,-0.0671],[-4.9416,-0.5789,10.3021,21.3797,-1.4466,-1.903,2.0035,0.0793,-0.186,-0.9085,-0.377],[-5.1621,-0.749,10.6512,18.1494,-1.3731,-1.3312,0.2577,-0.1173,-0.252,-1.0387,-0.292],[-1.6972,-1.2852,10.4526,18.2396,-2.4481,-1.398,3.2185,-0.2335,-0.2261,-0.9707,-0.5169],[-2.1552,-1.9381,10.0406,20.4353,-2.7424,-1.2311,-0.887,-0.5486,-0.1759,-1.0875,0.1313],[-3.6431,-0.9228,10.3759,21.7351,-2.6419,-1.3909,0.4972,-0.8119,0.1099,-1.2861,-0.2514],[-2.9271,-2.0228,14.6772,22.8757,-2.5799,-1.3166,-0.6322,-0.343,0.0542,-1.478,-0.5808],[-4.4302,-2.0742,11.433,22.7349,-2.2476,-0.9438,1.0932,-1.2528,0.0461,-2.0111,-0.0383],[-3.2732,-2.6601,15.2697,21.7129,-1.5306,-0.8968,0.6419,-0.5199,0.0967,-1.618,-0.5455],[-3.8937,-1.1168,11.2843,21.7843,-1.035,-2.1011,1.0078,-1.1763,0.0824,-1.8132,-0.2711],[-4.0959,-1.7869,12.0076,20.6638,-1.5228,-2.7098,1.3524,-0.5727,-0.0109,-1.4694,-0.0035],[-2.6856,-1.3684,15.7278,19.2192,-3.5688,-1.2415,1.9877,-0.1191,0.3127,-1.073,-0.2745],[-0.463,-0.9588,19.3737,15.2988,-1.77,-1.4543,-0.8011,-0.3758,0.1592,-1.2239,-0.2615],[-2.6297,-2.2758,13.1917,20.7235,-1.1826,-0.6105,0.7875,-1.1095,0.0546,-1.0041,0.0458],[-3.9801,-0.2356,12.3149,22.1799,-2.0743,-0.5461,1.0607,-1.2689,0.1333,-1.4798,0.0142],[-2.1283,-1.5207,16.6375,21.3285,-2.4514,-0.794,-1.1531,-0.4872,0.071,-1.4056,-0.5659],[-2.5294,-1.6604,14.8298,21.5211,-1.8627,-2.4631,-1.798,-1.31,0.0754,-1.4585,-0.4756],[-2.438,-0.9142,13.9534,22.4183,-1.3606,-3.1007,-1.2578,-1.3561,0.065,-1.4147,-0.6208],[-3.172,-0.6479,11.6489,22.0202,-1.1554,-2.3827,1.0186,-0.6031,0.0234,-1.3662,-0.2563],[-4.1019,-0.89,12.0291,18.8934,-2.11,-1.5484,0.6201,-0.6552,0.0961,-1.3493,-0.6332],[-2.8413,0.1752,11.1798,16.7009,-2.2652,-1.1963,0.4263,-0.4724,0.0144,-0.8115,-0.6343],[-5.278,0.4047,9.0476,21.7957,-0.63,-3.2192,1.2672,-0.949,0.14,-1.3308,-0.1359],[-2.9797,-0.9867,10.252,20.9023,-0.8789,-0.6854,2.7618,-0.0122,0.056,-0.9265,0.0416],[-4.8298,-0.0763,10.5891,18.924,-1.4429,-1.0038,0.3559,-0.2235,-0.2809,-1.0233,-0.3205],[-1.4274,-0.6469,10.9949,19.546,-2.5578,-1.2082,2.5899,-0.564,-0.1137,-0.9054,-0.5077],[-2.2664,-1.597,9.2858,21.4633,-2.6718,-1.2963,-0.4954,-0.6548,-0.0768,-1.1845,0.0194],[-3.589,-0.8558,10.4187,21.6179,-2.7346,-1.2931,0.8744,-0.8962,0.1808,-1.2783,-0.1556],[-3.3224,-2.2418,14.5742,22.639,-2.7319,-1.0595,0.0999,-0.5485,0.1262,-1.3942,-0.6851],[-3.8964,-1.9253,11.2009,22.2316,-2.0028,-1.06,1.1443,-1.1913,0.0894,-1.9258,-0.1428],[-3.0059,-3.0253,15.6711,21.6332,-2.3305,-1.8818,0.0111,-0.4453,0.0022,-1.5033,-0.6617],[-3.3371,-1.9092,12.5347,22.0381,-1.4351,-3.2762,-0.9675,-1.21,0.0834,-1.339,-0.4629],[-4.2632,-1.5308,12.9002,22.6211,-1.8254,-2.3062,1.9802,-0.5951,-0.066,-1.3293,-0.0604],[-3.0208,-1.2535,15.4544,19.9264,-3.3896,-0.6815,2.1255,-0.0318,0.179,-1.0399,-0.1457],[-0.8021,-1.0524,19.9932,16.7065,-1.8131,-1.0967,-0.5019,-0.4889,0.04,-1.213,-0.1011],[-2.964,-2.8108,12.9585,21.0086,-1.2347,-0.1787,1.1527,-1.0981,-0.1109,-1.0118,0.072],[-4.6635,-1.7152,12.9463,22.6412,-2.136,0.2597,0.8387,-1.2438,0.0815,-1.5804,0.0242],[-2.4443,-3.3342,16.2517,21.2419,-2.2365,0.1816,-0.6066,-0.5497,0.0127,-1.4966,-0.6447],[-2.9301,-1.5295,12.7663,21.0762,-1.704,-0.8741,-1.4167,-1.458,-0.3651,-1.589,-0.3835],[-2.9203,-1.6563,12.4458,21.5882,0.0424,-0.929,0.9901,-1.0609,0.0155,-1.619,-0.1394],[-3.637,-1.3288,11.3338,22.7403,-0.7648,-2.0813,0.9433,-0.3844,-0.0638,-1.4444,-0.0919],[-3.8578,-1.6942,12.1879,19.7427,-1.558,-0.8464,1.0988,-0.4193,0.092,-1.2789,-0.5323],[-2.7886,0.4748,11.5208,17.3167,-1.5438,-0.7021,0.7357,-0.5748,0.0432,-0.6325,-0.6112],[-3.4229,0.2371,8.5509,20.5849,-1.19,-2.2789,1.025,-0.836,0.1969,-1.1109,-0.1132],[-2.4718,-1.0918,10.0193,20.7642,-0.0154,-0.2473,2.6468,-0.1234,-0.0488,-1.0454,-0.2128],[-2.9573,0.4712,9.112,15.9587,-0.9082,-0.5502,0.0611,-0.6816,-0.0678,-1.1842,-0.4134],[-0.7716,-0.9359,10.2265,17.3316,-3.1102,-1.1764,2.6526,-0.3038,-0.1276,-0.693,-0.4542],[-1.988,-1.7809,9.7571,20.6638,-2.417,-1.855,-1.1319,-0.6666,-0.1631,-1.1448,-0.053],[-2.0191,-0.0525,10.3668,20.1023,-1.5131,-3.1023,-0.4856,-0.6429,-0.0093,-1.3103,-0.1816],[-4.0015,-1.3865,10.4944,21.8459,-0.6866,-2.1909,-0.4877,-0.9151,-0.0917,-1.6396,-0.1616],[-2.4882,-0.8622,12.925,20.3674,-2.1366,-1.8637,0.761,-0.1017,-0.141,-1.3409,-0.0965],[-0.7185,-0.8545,16.1964,17.4295,-0.9881,-1.9619,-1.2946,-0.4988,-0.1044,-1.4311,-0.1528],[-3.3428,-0.6418,10.3087,22.2592,-1.2748,-1.7021,1.0599,-0.395,0.0873,-1.455,-0.2133],[-4.0484,-1.073,12.1412,18.6592,-1.8731,-0.7936,0.8617,-0.5714,0.2635,-1.2088,-0.6735],[-2.736,-0.034,11.695,17.3148,-1.7376,-0.6801,1.099,-0.7046,0.1644,-0.6982,-0.7283],[-3.7737,0.1466,8.1713,19.4379,-0.6702,-2.0371,0.6278,-0.7496,0.3879,-1.1379,-0.0699],[-3.3173,-1.9495,9.3231,20.5198,-1.5171,-0.8734,2.6805,-0.2862,0.2945,-0.8891,-0.4307],[-4.9903,0.2856,11.2908,18.1894,-1.1506,-0.6677,-0.1668,-0.4468,0.0445,-0.9569,-0.2058],[-3.3286,-0.1621,10.4905,17.6597,-1.5433,-0.5128,-0.1511,-0.8283,0.256,-0.9244,-0.2748],[-4.6044,-0.4635,5.543,13.6055,-0.6687,-1.6788,2.1873,-1.2333,0.3298,-0.8605,-0.1227],[-3.462,-2.8893,9.4272,18.4789,-0.589,-0.5212,3.0842,-0.124,0.1435,-0.7654,-0.1474],[-4.4827,-0.2492,7.9505,12.5898,-1.7988,-1.598,-0.0439,-0.7642,-0.099,-1.1697,0.1228],[-3.0754,-0.5379,10.1668,14.0842,-2.2107,-0.5666,-1.7509,-0.9357,-0.0662,-1.6108,0.0845]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_27355>\n<parameter=p_1_12>\ncedar_655\n</parameter>\n<parameter=p_2_95>\ncedar_108\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":74,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"selection-611402-0104","set":"selection","cohort":"valid_call","family":"version_comparison","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> version_equal {\"new\": \"036\", \"old\": \"spruce_627\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: return whether two versions are identical.\nEarlier version identifier: \"spruce_627\". Later version identifier: \"036\".\nUnrelated archived note: birch_597, reference 056. These are not inputs to this request.","tools":[{"function":{"description":"Return whether two versions are identical. Inert synthetic operation.","name":"version_equal","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"new":{"description":"Later version identifier","type":"string"},"old":{"description":"Earlier version identifier","type":"string"}},"required":["old","new"],"type":"object"}},"type":"function"},{"function":{"description":"Show differences between two versions. Inert synthetic operation.","name":"version_diff","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"new":{"description":"Later version identifier","type":"string"},"old":{"description":"Earlier version identifier","type":"string"}},"required":["old","new"],"type":"object"}},"type":"function"}],"prompt_tokens":593,"decision":{"rms":0.4129517147082965,"sumsq":174.62079352885485,"hb":[-0.03297,-0.05144,-1.99412,-0.00913,-1.493,0.12994,-0.59887],"lse":23.08343370542323,"logits":[14.193,11.281,12.568,11.619,11.164,10.242,7.662,8.713,10.131,10.013,10.452,16.549,12.435,11.521,14.307,11.139,9.622,10.141,10.968,9.411,19.721,10.062,10.361,13.153,12.146,12.131,10.773,10.422,11.088,10.986,10.215,13.883,15.639,9.176,13.102,9.388,9.516,11.381,9.859,10.721,12.829,12.448,9.362,13.146,5.877,7.424,1.897,10.424,7.246,13.356,5.102,8.589,8.614,9.516,9.08,5.986,9.839,13.521,10.622,7.242,8.059,14.592,4.128,8.414,8.625,12.542,9.441,9.885,2.726,18.033,8.165,7.074,8.243,-0.956,8.787,1.871,10.425,6.101,8.992,10.439,9.787,10.191,8.105,9.009,10.864,6.679,6.936,5.689,10.778,13.33,2.66,6.758,16.697,13.026,5.106,6.796,13.214,-0.766,3.585,6.9,8.274,8.208,3.224,8.216,1.146,14.94,11.069,4.463,8.824,10.664,8.016,10.711,7.251,5.662,7.124,12.013,16.346,6.156,6.793,8.264,12.706,10.17,12.668,13.811,13.577,12.955,4.418,10.339,8.536,9.033,2.956,7.761,3.728,6.828,12.88,8.083,4.958,13.172,5.833,10.183,9.353,14.485,13.612,4.581,1.429,7.29,13.466,1.676,17.293,2.329,-2.2,9.717,7.299,8.862,6.999,11.066,7.31,9.042,9.807,9.823,8.837,5.765,9.465,0.556,8.378,5.341,10.431,5.082,-5.072,9.724,12.957,11.373,13.879,7.733,8.674,6.249,6.783,7.396,11.986,10.465,8.114,5.281,7.866,4.353,7.26,18.181,5.679,12.31,-2.571,9.611,11.054,5.118,12.488,12.31,7.059,4.938,8.771,12.381,8.705,3.895,6.59,15.092,6.941,4.648,13.006,7.865,11.047,6.982,4.988,11.979,3.582,13.284,14.456,2.03,10.219,6.446,-4.454,3.147,5.499,5.186,9.519,8.643,8.856,4.36,0.781,6.05,7.355,5.891,2.879,4.626,9.839,-0.824,4.194,5.074,8.637,10.283,4.55,10.503,7.715,11.488,9.775,5.942,3.891,2.996,6.071,11.775,0.41,-2.76,8.051,8.817,2.544,12.268,10.381,8.857,7.094,-2.772,12.707,12.041,9.56,12.547,7.889,10.749,5.763,3.033,5.076,7.442,1.1,10.344,7.165,13.651,1.213,4.397,0.611,3.023,2.804,6.973,6.744,9.777,7.89,2.944,12.191,9.352,1.531,7.057,4.845,7.398,1.474,8.403,16.996,13.126,8.989,6.241,11.058,7.87,8.135,9.153,8.513,12.883,15.102,13.821,10.762,6.395,6.289,9.395,7.327,6.552,5.186,10.659,3.023,10.861,7.191,6.443,13.491,4.304,1.062,-3.008,8.983,8.065,-3.613,-0.713,3.855,10.477,8.902,8.076,9.272,10.745,-2.664,-0.77,8.383,7.838,15.838,9.978,3.702,11.037,13.428,6.241,10.875,2.235,4.564,6.976,-0.725,13.05,11.915,10.758,10.281,5.389,8.042,4.523,11.823,2.762,11.526,5.35,3.36,5.436,11.238,13.047,8.614,10.179,10.886,8.557,2.281,6.182,2.042,1.377,10.98,9.267,12.548,6.049,4.961,4.321,9.322,11.472,2.447,7.528,10.293,5.191,5.469,10.888,9.721,11.736,4.698,-2.84,16.129,3.376,7.678,4.745,1.577,3.405,9.41,12.204,4.679,11.59,4.623,12.656,2.072,11.104,7.021,3.667,3.091,1.32,4.116,-2.308,6.297,2.528,14.015,1.418,9.073,11.77,-3.629,5.495,10.267,7.941,1.355,6.488,9.496,9.506,-2.518,12.172,7.704,10.253,6.807,13.319,5.016,8.723,6.23,10.351,3.975,2.455,13.704,-0.154,14.33,8.596,3.008,5.106,3.012,6.11,7.469,7.057,12.205,13.36,9.147,6.761,6.554,5.226,2.15,5.262,10.957,1.201,11.577,2.861,10.96,0.163,9.451,-1.668,5.978,3.654,11.452,7.264,5.923,1.198,1.807,11.656,10.487,6.519,9.945,2.751,-0.378,2.573,7.261,6.803,7.927,11.017,7.829,1.347,3.03,2.742,2.038,7.3,6.826,2.926,7.003,5.911,10.455,1.151,7.973,11.539,0.437,8.178,17.606,9.63,7.483,5.251,7.761,7.928,6.191,4.962,12.253,1.678,8.207,2.955,8.01,2.193,5.249,4.992,0.615,4.491,1.421,5.18,9.836,13.341,2.311,10.084,-0.25,3.113,8.783,5.317,7.479,14.385,5.812,6.924,9.317,3.44,3.215,-1.376,5.652,5.367,-0.881,-2.297,3.114,6.577,5.348,5.503,5.81,7.331,4.318,5.573,8.186,3.801,4.658,6.442,6.675,2.732,1.814,11.011,1.42,5.781,10.563,8.561,6.009,5.536,3.815,6.378,-1.168,1.927,6.161,9.998,5.134,12.172,2.432,11.044,9.401,4.987,0.802,3.535,9.111,9.824,8.073,1.843,9.856,1.96,1.564,5.391,5.536,10.622,2.357,5.257,-0.577,6.524,8.622,-0.034,3.322,6.586,10.665,0.025,4.402,1.25,6.576,2.372,11.03,0.812,11.553,8.326,-0.86,5.009,9.408,0.016,2.378,2.15,6.294,12.326,1.792,8.326,8.293,5.99,11.35,10.857,0.589,0.105,-2.444,0.266,7.143,10.092,8.098,8.453,-0.453,6.56,2.756,7.111,4.556,7.298,9.83,7.97,4.632,4.127,5.503,13.721,4.645,7.698,-2.577,4.303,5.301,0.559,3.241,5.858,9.188,13.124,6.377,0.594,1.51,6.313,9.902,2.333,5.811,6.465,6.47,8.169,6.648,-2.926,3.49,2.473,-0.795,3.028,8.236,8.302,-3.151,1.686,-0.045,13.232,-1.203,3.651,8.366,9.021,9.005,7.379,1.94,6.076,6.757,0.972,6.199,11.323,-4.292,-1.182,3.057,6.936,1.868,7.131,10.388,6.645,0.189,3.249,5.041,3.227,7.88,10.571,2.394,2.872,-0.367,9.877,6.323,8.23,4.472,5.117,9.228,8.239,2.608,6.26,2.414,4.116,6.596,2.438,6.027,2.534,1.791,-0.747,13.944,-0.271,6.25,3.079,0.758,5.213,8.471,-0.341,8.817,11.496,0.854,1.515,5.43,5.237,4.964,2.552,3.166,1.451,5.768,1.76,1.784,8.42,0.359,7.929,7.348,5.759,4.965,-0.819,2.954,4.343,2.381,8.09,8.895,3.733,12.362,0.794,4.35,5.821,6.895,4.489,9.768,4.088,1.393,2.418,6.709,1.144,0.462,9.642,-0.542,0.33,6.122,2.266,-2.512,2.798,5.928,0.97,1.993,-2.481,1.255,9.802,6.128,5.299,0.258,1.329,-0.265,2.455,0.302,-4.37,5.809,8.809,2.394,-0.893,2.971,6.502,1.786,7.497,12.236,-2.42,6.528,5.676,4.965,5.506,8.239,-1.344,2.711,2.288,10.089,-2.506,-0.508,3.803,2.456,0.87,-1.437,-0.157,3.518,-1.419,2.528,4.744,1.097,6.835,6.313,2.505,-1.418,-1.18,-1.146,1.031,1.661,0.777,3.816,0.981,5.05,-0.702,4.929,2.324,-0.267,0.518,0.95,2.553,1.8,3.786,2.653,5.911,-1.623,3.642,0.241,2.991,2.754,-3.677,2.596,0.992,1.958,1.789,3.264,-0.441,1.043,10.506,9.748,2.14,3.611,2.98,4.003,3.015,1.608,0.95,1.127,2.641,-0.203,-1.152,-1.291,-2.816,2.349,0.197,2.457,-0.682,2.276,-0.038,-1.248,3.361,0.048,0.284,0.913,2.492,1.126,-0.875,0.643,-0.454,2.415,1.231,-0.64,2.351,1.851,0.294,1.979,2.427,0.978,-0.51,-1.982,0.046,-0.739,1.113,1.562,3.013,4.144,2.453,0.993,-0.82,4.306,3.378,0.53,-0.537,4.137,5.252,0.419,0.388,1.649,-0.288,0.823,4.937,-0.312,2.138,2.135,6.296,5.999,3.031,3.936,4.493,1.028,5.34,-3.45,1.543,0.452,-0.27,4.183,1.68,0.816,3.448,-3.567,-0.59,4.081,0.89,1.599,2.192,1.497,3.878,-0.024,6.069,1.193,4.202,2.663,0.742,0.836,-0.354,3.656,0.502,0.858,2.567,-1.283,-0.007,0.563,4.66,0.068,4.373,0.43,3.181,0.431,0.954,4.799,4.809,2.305,0.415,1.802,2.131,-1.681,-1.123,-1.808,-3.451,0.377,-0.354,0.372,-0.753,0.841,-0.357,1.463,6.874,4.66,0.088,2.466,2.295,-0.508,-1.864,0.642,3.822,3.379,-0.869,4.889,1.574,3.669,3.309,4.637,0.852,3.242,-1.992,1.604,0.205,-1.109,0.337,-2.895,-1.571,3.615,2.333,0.911,3.435,4.493,4.147,0.544,5.612,1.89,0.034,5.282,-0.442,4.938,2.888,-0.539,-1.297,-0.635,0.556,-0.626,-0.069,1.652,-0.822,1.127,-1.487,2.204,0.358,0.224,-0.081,3.138,3.388,0.673,2.851,2.856,1.563,-4.448,11.901,23.003,10.915,12.918,12.263,16.523,15.156],"base_top":[[248058,23.003],[40,19.721],[3928,18.181],[760,18.033],[27775,17.606],[2665,17.293],[9175,16.996],[1206,16.697],[27,16.549],[248068,16.523]]},"positions":{"tokens":[248058,198,27,1628,28,4225,11149,29,198,27,15704,28,787,29,198,49931,10208,62,21,17,22,198,510,15704,29,198,27,15704,8083,29,198,15,18,21,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","version","_equal",">","\n","<","parameter","=","old",">","\n","spr","uce","_","6","2","7","\n","</","parameter",">","\n","<","parameter","=new",">","\n","0","3","6","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.5094,-0.3055,1.2169,-0.3369,-1.2513,0.6305,-0.589,-0.2141,0.235,-0.994,0.0983],[-3.7969,0.7137,8.3108,15.1099,-1.2252,-2.2015,1.481,-0.8642,0.0699,-0.6399,-0.3659],[-4.0674,0.0465,11.6322,18.4989,-2.302,-1.2895,-0.3298,-0.2606,0.1618,-0.7948,-0.1577],[-1.1724,-0.2977,11.0822,17.6239,-3.0682,-0.2688,0.2634,-0.9853,-0.0621,-0.759,0.0148],[-1.6246,-0.6363,10.6175,18.4449,-2.9863,-1.3624,-1.0995,-0.379,0.1524,-0.8144,0.4749],[-1.4448,-1.1988,13.3727,18.0382,-1.2843,-1.7807,-0.9285,-1.1033,0.251,-1.1018,-0.082],[-2.264,-0.716,9.3606,17.284,-1.0557,-1.4169,-0.81,-1.014,0.0879,-1.1732,0.3482],[-6.0357,-1.744,10.8269,22.0866,-0.8831,-1.5894,0.219,-0.6833,-0.0316,-0.9833,0.1287],[-5.672,-0.8001,9.6686,21.4191,-1.3528,-1.5186,1.5332,-0.3161,-0.1743,-0.9305,-0.25],[-5.2094,-0.5686,10.1163,17.1199,-1.1546,-1.4308,-0.5235,-0.3975,-0.2463,-1.2205,-0.2082],[-1.7063,-1.1456,9.6564,16.988,-2.5498,-1.259,3.5208,-0.4281,-0.4054,-0.762,-0.2882],[-2.0602,-1.504,9.2719,18.1732,-2.8147,-1.9699,-0.8347,-0.6522,-0.2921,-1.2061,0.4239],[-1.8439,-1.3735,11.8203,16.5317,-1.6183,-2.4435,-0.7801,-1.2716,-0.2021,-1.4283,-0.1068],[-4.5655,-2.2921,11.734,21.7169,-1.7639,-2.3467,1.0498,-0.6486,-0.1199,-1.5046,0.031],[-4.0446,-1.2344,17.3319,19.785,-3.3498,-0.6871,1.3494,-0.1535,0.5662,-1.3846,-0.1201],[-1.6861,-0.8053,21.4451,15.7769,-1.4826,-0.8786,-1.8886,-0.3988,0.4705,-1.446,-0.0987],[-3.6393,-1.3986,13.3671,19.5836,-1.641,-0.5744,0.7605,-1.1846,-0.0144,-1.0296,0.1549],[-4.6553,-1.1326,12.862,22.7858,-1.8545,-0.722,0.385,-1.3771,0.3931,-1.463,0.0843],[-2.999,-2.0788,16.5266,21.5758,-2.3096,-1.6209,-0.7763,-0.6325,0.1181,-1.4373,-0.5555],[-3.7495,-2.1878,13.0149,20.3634,-1.4667,-1.2595,-0.7687,-1.5151,0.2466,-1.4908,-0.3767],[-4.4665,-1.5701,12.9215,20.9846,-0.2734,-1.0307,-0.3547,-1.2574,0.3161,-1.4069,-0.4366],[-4.3785,-0.7776,12.3899,22.058,-1.1388,-1.4307,0.5431,-0.6851,0.2441,-1.4511,-0.1495],[-5.3965,-0.8113,13.0486,19.5359,-1.8855,-0.5132,1.2409,-0.5156,0.1684,-1.3146,-0.6414],[-3.4117,0.3926,11.2076,16.5452,-1.8007,-0.5217,1.361,-0.4815,-0.0516,-0.876,-0.5306],[-5.4339,0.0926,10.0024,21.4116,-0.7624,-2.9846,0.9434,-1.1882,0.1215,-1.3927,-0.1957],[-3.635,-0.9196,12.3062,21.9583,-1.1947,0.1633,2.5699,-0.3919,0.3936,-1.5199,-0.1149],[-5.4459,-0.2314,11.3034,18.5861,-1.5184,-1.1636,0.0126,-0.1897,-0.2454,-1.0897,-0.3689],[-1.9939,-0.8689,11.3408,18.6532,-2.523,-0.9647,2.679,-0.6395,-0.1964,-0.826,-0.4291],[-2.8396,-1.4635,11.8302,20.548,-2.7098,-1.8564,-0.5441,-0.874,-0.1536,-1.4297,0.2237],[-4.1454,-1.3243,12.1963,22.4538,-3.0133,-1.7555,-0.0239,-0.9135,0.0898,-1.3131,0.0434],[-3.4691,-0.8546,15.018,21.3622,-3.2206,-0.7037,1.736,-0.6032,0.2879,-1.2201,-0.1979],[-2.5881,-1.0289,19.4577,18.211,-2.2729,-0.7467,-1.7828,-0.4574,0.256,-1.269,-0.2841],[-4.6496,-2.1558,14.5566,22.1311,-0.7194,-2.5873,0.2448,-0.8481,0.2838,-1.4024,-0.4086],[-3.5693,-1.7206,13.6879,21.9872,-0.7334,-2.5412,0.4929,-1.0776,0.3351,-1.2239,-0.3258],[-3.6946,-0.7648,11.1089,21.4346,-0.8668,-2.4868,1.0724,-0.5279,0.2636,-1.3469,-0.0812],[-3.7932,-0.912,11.8567,18.7443,-1.3559,-0.7491,0.9015,-0.4094,0.2112,-1.2408,-0.5328],[-2.9548,-0.0275,11.1421,16.8841,-1.3408,-0.4912,1.3784,-0.3499,0.1026,-0.6076,-0.5182],[-2.8185,0.5046,9.2433,20.7522,-0.586,-2.9342,0.22,-0.7691,0.3025,-1.1438,-0.0635],[-2.1302,-0.1898,9.6233,20.7198,-1.3231,-1.3191,1.6916,-0.1367,0.0075,-1.0884,-0.0852],[-2.7054,0.9227,9.8782,15.9965,-0.6994,-1.2911,-0.3927,-0.5808,-0.1289,-1.087,-0.2996],[-3.5838,0.3957,9.6882,15.9202,-1.9357,-0.2177,-0.5673,-0.5884,0.008,-0.9838,-0.2971],[-4.0716,0.0286,5.7313,12.0202,-0.6864,-1.7094,1.7825,-1.127,0.2496,-0.8167,-0.2813],[-3.7997,-1.9983,10.0602,17.5343,-1.6207,-1.1315,2.3703,0.0964,0.542,-1.0033,-0.1278],[-3.9802,-0.1276,8.35,12.1608,-1.3016,-1.3017,-0.3871,-0.6519,0.0976,-1.1905,0.1122],[-3.237,-0.1666,9.2848,13.9703,-1.7846,-0.5428,-1.7236,-1.0459,-0.0147,-1.592,0.0524]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=version_equal>\n<parameter=old>\nspruce_627\n</parameter>\n<parameter=new>\n036\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=version_equal>\n<parameter=old>\nspruce_627\n</parameter>\n<parameter=new>\n036\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=version_equal>\n<parameter=old>\nspruce_627\n</parameter>\n<parameter=new>\n036\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=version_equal>\n<parameter=old>\nspruce_627\n</parameter>\n<parameter=new>\n036\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0122","set":"selection","cohort":"no_tool","family":"job_priority","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to decrease a job priority by a numeric amount. Do not access or change stored data.\nPriority adjustment: 23. Job identifier: \"cedar_161\".\nUnrelated archived note: maple_935, reference 019. These are not inputs to this request.","tools":[{"function":{"description":"Decrease a job priority by a numeric amount. Inert synthetic operation.","name":"decrease_priority","parameters":{"additionalProperties":false,"properties":{"amount":{"description":"Priority adjustment","type":"integer"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"job":{"description":"Job identifier","type":"string"}},"required":["job","amount"],"type":"object"}},"type":"function"},{"function":{"description":"Increase a job priority by a numeric amount. Inert synthetic operation.","name":"increase_priority","parameters":{"additionalProperties":false,"properties":{"amount":{"description":"Priority adjustment","type":"integer"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"job":{"description":"Job identifier","type":"string"}},"required":["job","amount"],"type":"object"}},"type":"function"}],"prompt_tokens":611,"decision":{"rms":0.36531259280753675,"sumsq":136.65514543489553,"hb":[-0.09592,0.00965,-1.33475,-0.19294,-0.93782,0.03234,-0.50499],"lse":22.392190549903574,"logits":[15.21,15.008,13.387,14.258,14.177,12.783,9.818,9.617,11.796,12.745,11.382,16.105,15.885,9.739,14.578,13.299,9.222,10.317,10.143,11.495,19.022,10.452,9.51,13.463,10.853,12.988,9.755,8.517,11.248,9.611,8.818,14.201,15.44,11.891,12.716,10.208,10.063,11.702,8.86,8.29,11.712,8.206,9.441,11.308,6.072,6.414,5.392,12.055,5.288,15.782,4.774,7.199,7.282,6.235,9.036,16.466,9.42,10.076,11.725,6.67,6.197,16.782,3.248,8.082,7.156,11.703,4.739,12.057,1.067,18.462,9.464,7.856,10.314,-0.545,15.241,1.909,8.761,5.259,10.294,13.308,10.966,8.638,9.86,11.245,12.665,14.097,9.185,2.828,12.005,12.098,-0.556,4.608,20.336,9.896,4.939,7.615,16.098,-3.691,0.766,4.138,9.203,7.634,-0.102,7.482,-1.341,14.327,13.382,3.167,6.379,12.28,6.902,10.798,7.502,7.184,16.026,12.327,17.757,8.994,9.527,10.291,14.709,13.613,15.375,15.083,16.986,12.098,1.314,11.209,8.82,8.226,3.647,9.651,3.47,7.888,10.905,7.076,5.264,15.428,2.99,9.828,7.699,16.28,14.948,7.134,1.838,9.422,15.536,-2.697,17.537,3.122,-2.307,10.548,6.71,7.67,6.422,8.305,7.459,5.768,9.565,10.226,9.663,4.128,9.41,-0.212,9.484,4.446,9.917,5.671,-5.924,8.53,12.546,13.966,16.05,7.328,6.44,6.126,7.458,7.109,12.535,7.897,8.077,4.695,4.584,5.181,9.618,16.903,10.4,9.942,-1.102,11.844,10.472,3.404,17.037,11.156,3.784,6.804,10.522,14.007,9.45,1.311,12.271,12.632,7.872,2.112,12.695,9.264,11.022,6.833,2.899,12.44,4.229,14.767,15.069,2.003,7.702,2.503,-5.983,3.052,2.017,2.418,10.397,7.072,9.779,1.596,0.319,9.108,6.69,2.93,2.181,5.291,9.986,-2.43,0.174,7.87,9.763,8.442,1.804,11.076,7.192,9.991,4.95,2.906,3.369,3.872,3.779,11.255,-1.616,-3.242,8.843,9.971,0.249,8.679,10.848,10.128,7.124,-2.674,12.173,11.96,8.253,14.251,9.191,11.309,5.618,2.029,4.424,6.735,4.455,10.291,6.166,14.643,0.228,-0.884,3.402,0.938,1.92,9.479,11.783,6.424,7.346,0.249,12.566,15.524,-0.033,4.821,7.385,13.17,-2.876,11.602,12.038,12.65,7.151,8.224,11.99,7.297,9.074,7.934,11.686,12.678,13.849,10.278,13.388,9.071,3.599,10.92,8.553,4.892,4.874,10.605,0.457,11.438,9.102,3.822,16.873,8.259,-2.774,-3.167,10.305,6.725,-5.614,0.494,3.375,12.639,8.736,6.049,7.529,10.759,-3.021,-1.853,9.293,9.752,17.588,9.99,2.989,12.459,12.731,2.867,10.877,4.923,3.529,8.234,0.061,10.167,13.876,12.255,7.425,3.288,8.505,4.178,5.302,0.566,10.677,6.126,-1.947,0.487,5.763,13.006,7.485,12.825,8.743,10.975,1.52,7.963,-1.346,-0.359,13.521,10.766,11.636,3.969,2.965,4.469,12.049,7.88,1.25,7.949,12.793,4.45,7.235,12.418,8.915,15.02,2.179,-1.129,14.479,2.97,16.278,6.206,3.165,2.404,9.356,12.495,4.107,13.247,7.136,13.632,-0.416,12.425,9.341,5.07,1.132,2.327,5.362,-4.448,8.287,5.538,9.809,2.213,9.087,12.174,-1.069,1.315,10.295,8.847,2.428,6.808,10.715,11.074,-2.913,10.172,5.692,11.151,14.879,10.461,1.816,6.571,4.526,9.554,2.771,0.55,14.877,-3.557,11.207,11.491,2.602,6.018,1.44,4.301,8.456,6.658,12.822,14.694,9.894,5.45,5.501,6.616,0.551,3.157,15.323,1.475,12.13,2.122,8.515,2.504,12.625,-1.125,2.612,0.548,10.23,6.923,5.785,1.206,0.208,13.316,10.396,7.027,7.774,0.467,-0.742,2.331,6.089,7.548,6.92,14.003,7.714,-1.642,1.997,0.165,1.67,7.884,7.368,1.875,8.831,8.275,12.655,0.184,7.405,12.37,-0.361,10.173,16.222,10.39,4.526,6.387,6.622,6.415,6.592,9.207,13.531,0.566,8.224,1.336,5.722,3.519,4.186,12.687,0.587,7.669,-1.493,8.582,11.803,14.394,6.522,11.988,0.065,5.169,11.641,2.968,6.872,15.745,6.58,7.93,11.177,0.142,2.682,-2.562,8.346,8.057,2.826,-3.22,1.703,8.395,7.004,7.954,3.741,1.204,4.741,7.609,5.973,4.061,7.333,5.775,6.298,2.753,0.219,8.974,-1.355,6.895,13.673,11.103,6.594,4.181,1.975,8.148,0.134,2.659,10.823,11.574,4.867,11.856,2.033,9.466,8.697,0.664,-0.799,2.533,10.385,12.855,8.226,2.774,11.388,6.637,-1.946,12.738,5.862,11.382,4.048,4.484,-3.481,7.751,7.769,-0.0,-0.148,6.786,10.046,0.887,3.603,0.555,5.508,0.121,7.329,-0.471,11.917,8.999,-2.605,6.145,7.667,0.215,4.013,1.033,5.163,12.262,3.145,6.544,7.572,3.96,12.876,10.313,2.489,-2.58,-2.56,1.575,10.258,8.892,8.27,9.741,-0.016,4.283,0.679,7.048,5.386,8.028,10.185,4.712,4.396,2.412,5.661,12.949,7.457,10.694,2.753,4.346,3.281,2.185,3.227,4.634,8.63,12.237,9.439,-2.078,0.336,9.005,12.299,1.976,6.665,6.347,7.322,8.85,6.351,-6.598,6.125,4.131,1.581,3.204,11.468,10.629,1.545,0.617,0.558,12.515,-1.7,4.645,9.372,4.852,6.832,12.583,2.186,4.875,8.752,0.251,6.788,13.618,-3.402,1.505,2.816,8.75,1.408,9.203,9.611,3.581,1.441,2.647,1.176,0.414,5.203,9.456,2.104,0.011,0.856,12.047,4.057,10.964,14.156,14.37,13.62,10.262,2.523,4.889,1.044,3.061,8.737,1.176,8.969,2.006,-0.295,-1.866,11.446,-0.55,9.241,2.216,0.676,5.186,9.921,2.252,11.696,12.658,1.861,1.194,7.4,5.7,0.511,3.347,2.959,1.476,5.474,2.911,-0.432,17.184,-2.899,10.818,7.04,5.817,6.562,1.763,3.664,9.347,2.604,8.904,10.712,0.657,13.306,5.893,3.338,5.927,7.693,0.741,9.266,0.354,3.5,1.487,9.358,2.566,1.618,10.138,-0.958,0.563,7.909,1.782,-4.666,-1.492,8.94,0.572,3.023,-0.427,2.883,11.384,5.76,2.19,0.019,2.378,-3.5,1.154,1.589,-4.158,5.642,10.301,-0.829,-0.446,6.046,21.791,0.335,7.964,13.065,-1.176,5.861,8.706,11.939,7.04,11.357,-2.786,3.901,0.347,10.834,-0.559,0.366,3.976,2.384,-0.275,-0.712,1.56,1.691,3.48,4.711,4.531,-0.258,5.922,3.775,1.979,-2.534,-2.934,-1.283,-1.488,4.204,3.495,3.42,1.742,4.013,2.504,6.182,6.365,-0.963,-0.297,1.071,2.826,4.109,6.606,1.693,5.762,-1.037,1.49,0.24,-0.101,0.541,-1.315,1.268,6.896,1.26,-1.754,1.915,0.049,3.153,9.837,8.893,3.456,0.001,1.35,3.608,2.974,1.315,-1.356,2.125,2.62,0.92,3.029,1.245,-3.94,3.187,-0.548,4.919,-0.771,1.317,-0.921,-2.508,3.632,-0.146,-0.994,-0.665,2.127,0.579,-3.108,0.676,-2.739,1.544,0.046,2.734,1.849,1.355,0.196,0.491,2.913,4.15,-0.374,-0.931,-1.452,-1.127,-0.215,3.239,3.041,2.778,-0.028,-0.636,-0.9,4.385,2.808,0.429,1.128,3.754,3.037,1.493,0.268,-1.371,-1.854,-2.21,3.641,-3.224,3.55,1.099,5.979,2.534,3.188,3.266,3.944,0.478,2.414,-2.031,-1.026,0.442,0.304,1.262,0.104,0.846,1.4,-2.626,-3.845,2.819,1.615,-0.998,1.166,2.281,3.199,-3.268,3.49,-2.198,1.635,1.525,1.113,1.372,-2.062,6.159,1.13,1.188,3.771,-0.865,-1.791,0.078,4.464,1.067,-1.078,3.912,1.969,-1.293,1.245,3.776,-0.714,2.191,0.221,-1.508,2.153,0.126,-2.878,-3.193,-4.346,4.026,0.688,-0.769,-0.011,-2.379,-1.791,1.936,2.462,3.858,-1.652,1.312,1.049,0.198,1.3,-1.511,2.381,-1.093,1.177,5.271,1.7,2.564,2.11,4.235,-0.056,-0.519,-2.043,2.128,-1.209,1.636,-0.421,-2.008,-2.227,4.928,3.0,-0.556,0.502,1.54,6.159,0.252,1.282,2.662,1.118,3.335,-0.992,0.219,3.466,-2.362,1.92,-3.267,-1.466,-1.979,0.1,0.599,0.676,2.712,-3.269,1.762,1.018,-1.729,-0.339,2.247,3.375,-0.344,1.153,2.923,1.948,-3.288,9.621,20.489,7.968,7.884,8.564,17.173,11.971],"base_top":[[91567,21.791],[248058,20.489],[1206,20.336],[40,19.022],[760,18.462],[1919,17.757],[12189,17.588],[2665,17.537],[77898,17.184],[248068,17.173]]},"positions":{"tokens":[91567,4278,264,2531,10304,539,264,23311,3202,369,449,5488,421,24469,279,10304,2119,12244,310,264,3050,2531,13,733,279,2193,314,678,1622,11,411,3254,43693,279,10304,26207,364,279,2531,12448,328,1931,277,62,16,21,16,1,539,279,5024,3202,13,271,12189,488,513,524,33544,449,5488,11,353,668,524,2649,866,4203,310,279,9476,795,13,353,628,1132,10033,279,7059,314,411,5488,13,248046],"text":["Decre","asing"," a"," job"," priority"," by"," a"," numeric"," amount"," is"," an"," operation"," that"," reduces"," the"," priority"," level"," assigned"," to"," a"," specific"," job","."," In"," the"," context"," of"," your"," request",","," this"," means"," lowering"," the"," priority"," adjustment"," for"," the"," job"," identifier"," \"","ced","ar","_","1","6","1","\""," by"," the"," specified"," amount",".","\n\n","Since"," you"," are"," not"," requesting"," an"," operation",","," I"," will"," not"," perform"," any"," changes"," to"," the"," stored"," data","."," I"," can"," only"," explain"," the"," concept"," of"," this"," operation",".","<|im_end|>"],"proj":[[3.2357,-2.0501,0.4092,1.3656,-2.0054,2.7108,0.2785,-0.0222,-0.2294,-0.826,-0.0048],[-0.9319,-2.6922,8.0363,15.9978,-0.8946,2.0742,1.9155,-0.5589,-0.0638,-1.6964,0.8928],[-1.4084,-2.1006,9.1735,19.836,-2.0319,1.3112,0.0667,-1.1383,-0.0018,-1.902,0.3032],[-2.2354,-2.215,9.2204,20.4889,-1.5552,0.069,-1.3175,-0.8314,-0.1153,-1.2828,0.0227],[-1.7794,-1.8238,7.7336,19.2473,-2.2903,0.9752,0.7164,-0.5885,-0.0366,-1.7188,0.2085],[-1.7469,-1.1711,5.5852,16.3028,-0.7306,0.4558,1.1118,-1.069,0.0238,-2.1447,0.053],[-0.1202,-2.6224,8.0534,17.8081,-3.0157,0.9809,1.4621,-0.8178,0.3377,-2.081,-0.0204],[-0.7897,-1.8673,8.3894,17.6214,-1.5785,-0.6261,0.0632,-0.5526,0.2106,-1.5924,-0.1254],[-1.1668,-2.2846,5.7658,17.0273,-1.8053,-0.1427,1.0432,-0.7142,-0.2026,-1.6959,-0.3054],[1.1042,-0.5708,2.1491,11.1757,-0.4566,1.1957,0.9612,-0.9682,-0.271,-1.81,0.0656],[0.9035,-2.2698,4.7841,16.9182,-0.3924,1.4363,2.5521,-1.111,0.1492,-1.8165,-0.2335],[-0.1619,-0.2098,5.3051,16.0483,-0.3088,0.8249,2.7177,-0.8474,0.0643,-1.3234,-0.2403],[1.2341,-1.9879,4.1546,15.8535,-0.4483,0.1264,1.1583,-1.0577,0.1123,-1.9555,-0.0426],[1.9812,1.4977,2.209,11.9169,-1.335,2.3041,1.8609,-0.9893,0.3308,-1.4728,0.2814],[-0.647,-2.5675,5.6518,17.076,-2.0902,1.6277,1.5588,-1.2745,0.2387,-1.8822,0.1193],[-0.6791,-2.1725,5.5721,15.5308,-0.3962,2.105,0.2293,-0.8769,0.1654,-1.2059,0.1289],[-0.9522,-2.5046,5.1596,15.5283,-1.3259,1.6907,-0.324,-0.9546,0.2879,-1.9934,-0.1022],[-0.9153,-3.368,5.8206,17.0927,-1.1902,1.9062,-0.949,-1.1489,0.0928,-2.3127,0.0552],[-0.1069,-2.8852,7.6159,20.2572,-3.4734,1.1561,1.1575,-1.2991,0.2461,-2.7984,-0.2376],[0.5108,-2.0723,6.9756,18.4055,-1.9838,1.1066,-1.3365,-1.4193,0.2849,-1.9622,-0.1756],[-1.2622,-1.6789,6.9689,17.5323,-1.3865,0.63,-1.8553,-1.0645,-0.0416,-1.1549,-0.1085],[-1.4779,-0.9944,7.0113,18.0865,-2.0579,0.1812,-1.3391,-0.9658,-0.1852,-1.361,0.1403],[-0.305,-0.875,3.9957,14.9931,-1.623,0.3343,0.541,-1.1577,-0.2258,-2.3162,-0.0047],[3.9985,-3.6144,0.6725,10.8139,-0.1679,2.4733,1.7162,-1.6005,0.0437,-1.7729,0.1152],[0.5635,-2.3723,3.409,14.5275,-1.3684,1.6197,-0.7932,-1.2119,0.0698,-1.5072,0.076],[1.3577,-1.4308,4.5772,16.2324,-0.4824,1.7589,0.7503,-1.0663,0.1534,-1.1615,0.2417],[1.7264,-1.4154,5.3277,17.5092,-0.5628,1.4101,-0.0769,-1.2363,0.1742,-2.0774,0.489],[1.7036,-0.6545,3.2586,15.4433,-0.3208,1.1469,-1.1087,-1.3553,0.1623,-1.4343,0.4007],[1.5051,-0.5094,6.2409,17.6066,-0.4181,0.6904,0.6596,-0.9316,0.1221,-0.9705,0.1584],[-0.5074,-1.9503,4.1521,15.9181,-1.1059,0.7727,-0.8561,-1.3693,0.1512,-2.2539,0.2909],[2.3661,-3.1054,1.5129,11.8953,-1.1738,1.6829,-0.5749,-1.6014,0.1135,-2.0981,0.1145],[-0.0272,-1.3419,3.8147,16.0698,-1.1147,-0.4262,1.99,-0.8797,-0.1023,-1.9462,-0.203],[1.3867,-2.9726,3.1371,12.1275,-1.7717,3.1012,1.5419,-1.3755,0.4079,-1.8202,0.3298],[-0.8384,-2.3587,6.2044,16.9132,-2.2129,1.6902,0.7968,-1.0344,0.3978,-2.0212,0.2597],[-0.5712,-2.0741,6.5101,16.3182,-0.8143,1.5523,0.9835,-0.8694,0.2556,-1.2359,0.0971],[-1.3745,-2.8284,5.5234,15.5595,-1.3542,0.6232,0.5074,-1.0363,0.1621,-2.1369,0.0436],[-0.6829,-3.6066,5.186,15.4503,-0.4811,1.4063,0.2701,-1.3138,0.2234,-2.3903,-0.1248],[-1.477,-1.3759,7.7539,17.7707,-2.6587,0.601,0.6571,-0.9315,0.2015,-2.1867,0.1025],[-2.1511,-1.4755,8.2599,16.6679,-2.1416,0.824,0.7699,-0.5807,-0.0319,-1.4698,0.0282],[-2.0033,-2.177,6.9078,16.8799,-1.6564,0.1548,0.1233,-0.714,-0.2082,-2.055,0.3228],[-2.7639,-2.9691,10.4869,18.6094,-1.7623,0.4665,0.3511,-1.1136,0.0543,-2.2341,-0.0695],[-1.1366,-0.8492,18.0983,16.7941,-2.5654,0.1424,-1.198,-0.5885,0.353,-1.2888,-0.0831],[-2.8814,-2.5634,12.3417,19.46,-1.5046,0.4812,0.6963,-1.372,0.1125,-1.299,0.098],[-4.2742,-1.7132,11.0698,20.2686,-2.508,0.9574,0.6577,-1.5271,0.2079,-1.7874,-0.0108],[-2.9162,-2.9324,14.7951,19.6845,-2.1018,0.316,-1.1954,-0.45,0.132,-1.6617,-0.7054],[-2.9009,-2.1713,12.0564,18.5484,-0.7102,-1.4675,-1.1438,-1.2946,-0.0503,-1.9513,-0.4517],[-1.724,-1.9505,10.3927,18.0601,-1.5458,0.2046,-0.2627,-1.0645,0.2512,-2.0261,-0.1366],[-1.1421,-1.4587,7.2948,16.07,-1.5058,-0.3482,1.5733,-0.8329,-0.0524,-1.9745,0.2109],[-0.5494,-1.2895,5.8879,17.2276,-1.032,0.3498,2.8589,-1.1546,-0.0702,-2.7867,-0.0292],[0.1534,-2.875,6.9414,15.4904,-2.1318,2.1359,3.2056,-1.0101,0.3714,-2.2786,0.0399],[0.0536,-2.4817,8.1463,18.6647,-0.832,0.1993,2.577,-0.755,0.1079,-1.6917,-0.2046],[-0.0458,-0.6325,8.3914,18.4161,-1.9221,0.0474,0.6977,-0.8532,0.0009,-1.7854,-0.1928],[-0.6625,-1.4883,6.7096,17.68,-1.3839,-0.2336,0.8733,-1.4134,-0.1496,-2.5744,-0.2702],[5.116,-2.475,1.1236,10.9179,-1.0459,0.8651,0.6547,-1.2741,0.003,-1.7541,0.1983],[5.9402,-1.6611,2.1402,4.8242,-0.9705,1.4427,0.077,-0.6522,-0.0049,-1.3181,0.0005],[3.1857,-0.046,4.875,15.996,-0.7491,-0.3834,-0.42,-1.3726,0.2698,-1.8448,-0.1018],[3.4143,0.8613,5.2628,14.7646,-2.0469,0.1477,0.7134,-0.7582,0.3878,-2.1422,-0.2903],[3.2566,0.4728,5.321,14.3537,-0.9034,0.8611,0.0996,-1.0577,0.4181,-2.1268,0.0931],[2.7725,-0.2803,5.7806,16.2336,-0.7517,-0.0056,0.3339,-1.7576,0.597,-1.8416,-0.1686],[0.8619,-0.069,5.7511,17.8653,-0.7465,-0.7011,0.5037,-1.7355,0.4909,-2.2547,-0.0666],[-0.6621,0.6502,6.0781,17.8854,-0.1895,-0.3379,0.9208,-1.509,0.0784,-1.4717,-0.3732],[-0.2502,-0.6297,5.118,16.7121,0.74,-1.3363,0.1487,-1.3849,0.3798,-2.4592,-0.0203],[3.6747,-1.5004,3.5692,14.7756,-1.3421,-0.7958,0.2458,-1.3374,0.3294,-2.2961,-0.1912],[3.1892,-0.6742,4.848,13.7423,-2.3705,-0.8369,2.1236,-0.9805,0.2746,-2.269,-0.0965],[4.5878,-0.5999,4.9555,12.7982,-2.8666,0.2869,0.7206,-1.35,0.0609,-2.3019,-0.1824],[2.082,0.2987,6.3827,14.8392,-1.8786,-1.0896,1.0397,-1.9256,0.2361,-2.0836,-0.2714],[0.6638,-0.9127,5.8979,17.2944,-0.7772,-1.1305,-0.1587,-1.8312,0.4294,-2.164,-0.112],[-0.0886,0.5264,4.194,14.989,1.0577,-0.891,0.9691,-1.6833,0.2849,-1.3863,0.0039],[-0.5334,-0.9087,5.3868,16.7998,0.34,-0.1963,1.1917,-1.6142,0.0735,-2.599,0.0197],[0.0353,-0.3411,6.2314,16.8759,-1.8059,0.3894,-1.6515,-1.4366,0.2176,-2.1141,0.014],[-0.9672,-0.325,7.0043,17.1601,-1.4618,1.3886,-0.3407,-0.9329,0.1949,-1.4054,0.0923],[-1.0715,-0.6238,8.2208,18.2512,-2.5713,0.506,-0.8851,-1.0338,0.1711,-1.3364,0.0666],[-1.3266,-0.6732,4.5925,14.6491,-0.1256,-0.481,-0.5432,-1.3287,0.275,-2.1354,-0.2229],[3.0826,-3.0069,1.6559,11.0525,-1.5238,1.0298,0.6809,-0.8174,0.3384,-1.7297,-0.2609],[2.6537,-1.0242,4.7378,13.313,-2.285,0.064,1.6528,-0.9687,0.3097,-2.3079,-0.074],[2.9161,-1.1694,4.595,12.3546,-2.017,-0.5122,-0.9381,-1.5906,0.1548,-2.2039,-0.1829],[4.3286,-1.3609,5.3435,14.0312,-1.9904,0.7268,0.1182,-1.6616,0.1425,-2.2656,-0.1376],[0.5646,-3.0244,5.8359,18.0622,-2.7473,0.6582,-0.8279,-1.6143,-0.044,-2.0474,0.0141],[-0.3315,-2.6579,6.2236,18.3087,-1.1828,0.6549,0.436,-1.1895,-0.1026,-1.1153,-0.3219],[0.5273,-2.4621,4.6925,15.1913,-1.2205,0.9623,-0.2781,-1.8098,0.0441,-2.5207,-0.082],[0.2948,-2.0979,6.4769,17.0844,-1.787,1.484,-0.1822,-1.4478,0.0151,-2.1,0.2181],[-0.5468,-1.7071,5.9702,17.9524,-0.8834,0.8231,1.499,-1.0955,-0.1727,-1.4955,-0.2028],[1.303,-1.696,3.5216,13.5328,-2.1316,0.0707,-0.5429,-1.6611,-0.086,-2.3798,-0.3125],[1.5995,-2.9779,1.0363,10.642,-1.5516,1.467,0.7861,-0.9961,0.047,-1.5795,-0.1131]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"Decreasing a job priority by a numeric amount is an operation that reduces the priority level assigned to a specific job. In the context of your request, this means lowering the priority adjustment for the job identifier \"cedar_161\" by the specified amount.\n\nSince you are not requesting an operation, I will not perform any changes to the stored data. I can only explain the concept of this operation.","n_tokens":84,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":91567,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"selection-611402-0004","set":"selection","cohort":"valid_call","family":"string_padding","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_73659 {\"p_1_84\": \"birch_750\", \"p_2_85\": 29}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_983, reference 060. These are not inputs to this request.\nThe operation I need is: add padding at the beginning of stored text.\nTarget total width: 29. Stored text identifier: \"birch_750\".","tools":[{"function":{"description":"Add padding at the end of stored text. Inert synthetic operation.","name":"fx_78330","parameters":{"additionalProperties":false,"properties":{"p_1_84":{"description":"Stored text identifier","type":"string"},"p_2_85":{"description":"Target total width","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_84","p_2_85"],"type":"object"}},"type":"function"},{"function":{"description":"Add padding at the beginning of stored text. Inert synthetic operation.","name":"fx_73659","parameters":{"additionalProperties":false,"properties":{"p_1_84":{"description":"Stored text identifier","type":"string"},"p_2_85":{"description":"Target total width","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_84","p_2_85"],"type":"object"}},"type":"function"}],"prompt_tokens":651,"decision":{"rms":0.38257705643215834,"sumsq":149.87694500689395,"hb":[-0.00183,-0.08568,-2.11415,0.25517,-1.57516,0.22493,-0.57632],"lse":23.20486793815404,"logits":[12.526,12.294,10.69,11.92,11.471,10.939,8.882,8.293,11.054,11.102,10.082,17.114,11.224,9.835,12.828,9.489,9.017,13.039,10.205,9.415,19.282,9.113,10.19,12.971,12.145,12.306,9.118,8.921,12.115,8.225,8.824,13.568,13.332,8.496,11.458,13.131,9.259,11.568,9.495,9.131,12.003,7.172,6.716,11.771,4.232,6.876,1.237,10.858,4.859,13.166,6.129,8.837,9.82,6.406,9.016,5.159,9.609,13.414,9.4,6.765,7.854,13.777,4.374,9.195,11.144,10.955,4.103,9.07,2.595,17.062,6.87,6.696,8.116,-0.78,8.805,1.544,8.096,4.334,8.424,9.169,9.356,9.401,7.458,8.729,11.533,4.807,6.603,3.659,9.767,11.419,1.726,4.517,15.798,11.408,1.444,6.151,11.526,-2.504,3.373,3.255,5.463,7.174,-1.035,5.004,-0.665,11.942,10.0,4.485,6.608,11.451,5.505,9.446,5.846,6.77,6.563,9.963,14.383,5.769,6.85,7.766,11.732,10.819,11.934,13.092,12.339,10.861,1.937,13.083,13.403,7.714,1.184,7.045,4.219,7.024,11.884,6.222,3.253,12.298,5.062,9.05,7.135,12.467,11.907,3.735,-0.417,5.514,11.283,1.449,15.084,2.455,-1.729,8.916,7.222,5.55,4.473,8.821,7.054,7.89,7.581,9.136,7.133,3.226,9.223,-2.625,7.368,5.259,9.228,7.6,-5.403,9.502,10.689,10.441,11.346,8.102,8.672,5.833,6.287,7.008,10.735,6.857,6.72,4.149,9.448,5.246,8.674,14.013,4.908,10.775,-1.839,9.951,9.099,2.005,10.152,13.909,4.368,3.586,9.394,9.397,8.119,2.771,7.1,11.607,6.106,3.079,11.296,6.755,8.852,5.553,4.966,11.19,1.329,10.208,13.494,3.479,5.492,5.093,-5.185,0.443,5.285,4.747,6.286,6.877,6.772,2.959,-1.799,6.716,6.251,3.127,1.453,3.93,9.462,-0.961,2.241,6.096,7.601,10.001,2.632,9.139,6.036,7.195,7.198,1.718,3.402,3.745,4.372,13.235,0.293,-4.444,6.968,8.676,-0.618,10.98,7.471,7.719,4.134,-2.767,13.204,11.849,5.546,10.677,7.988,10.657,7.288,2.455,4.576,5.313,11.742,9.068,3.343,12.742,-0.322,3.304,0.979,-0.562,1.121,7.15,7.022,5.919,6.862,-0.443,8.822,8.237,0.182,4.15,6.254,7.608,-0.533,5.416,10.58,9.901,6.498,5.292,10.174,7.783,7.428,8.749,8.343,9.981,12.871,8.387,10.297,5.097,5.433,7.858,5.419,4.47,3.567,9.083,0.058,9.322,6.288,2.508,11.852,4.041,-1.682,-3.679,6.956,7.967,-5.749,0.491,5.335,9.199,8.775,8.033,7.808,10.014,-3.233,-3.485,6.348,9.267,13.804,7.763,2.148,8.744,11.89,6.602,8.672,0.798,2.011,6.895,-2.783,9.916,12.305,12.562,9.364,3.33,8.066,3.785,5.414,1.702,8.909,4.519,-2.782,4.954,9.816,11.642,6.24,10.179,8.006,8.422,0.451,4.96,-1.155,-0.837,11.019,9.502,12.159,3.644,2.877,3.316,10.525,9.67,1.022,5.477,9.428,5.971,3.537,9.272,6.49,13.417,4.429,-2.726,14.007,4.22,7.038,5.508,1.613,2.325,8.491,10.583,4.101,9.91,3.699,10.393,-0.787,8.954,8.284,2.061,0.626,0.885,4.515,-3.258,4.081,0.683,10.606,1.555,9.538,9.655,-3.027,0.92,12.061,8.603,0.301,5.577,8.499,7.715,-2.478,11.49,8.683,8.715,8.265,10.504,0.778,6.899,9.694,8.158,4.125,0.568,11.631,-1.137,11.124,7.966,3.57,4.087,1.917,4.055,7.223,6.122,12.192,10.433,8.327,4.729,7.778,4.835,2.377,3.544,9.61,0.241,11.366,1.117,6.129,-0.19,11.204,-2.345,3.942,3.177,8.228,5.737,4.356,-0.246,2.671,9.542,10.031,4.78,8.319,2.736,0.398,2.799,7.477,7.351,7.234,12.366,7.453,-0.204,2.365,3.084,1.531,4.281,3.955,3.141,7.246,5.738,8.468,-0.758,5.813,8.861,-0.977,7.57,14.973,9.153,5.34,4.395,6.015,9.106,4.149,6.032,10.693,0.886,6.548,2.247,5.077,1.455,3.132,4.341,0.992,3.685,0.772,4.056,14.801,12.707,2.942,8.702,1.461,2.78,7.443,2.462,6.305,12.1,3.815,6.161,8.073,1.161,1.651,-1.137,4.601,5.495,0.341,-1.422,-0.14,5.045,5.551,3.598,2.605,5.422,4.722,5.075,6.925,3.06,3.417,5.231,4.818,1.373,-0.165,10.966,1.182,6.221,9.547,5.393,5.276,7.414,2.402,6.232,-2.313,1.356,5.724,9.698,5.92,9.722,1.927,7.151,7.233,4.709,-0.408,3.6,7.143,9.198,5.408,1.546,9.67,1.493,-2.298,6.04,4.375,7.83,3.312,3.266,-4.13,4.182,5.644,1.531,3.943,6.625,7.965,-3.134,3.514,1.021,6.613,-0.681,10.598,-1.817,9.492,8.235,-0.302,5.861,8.209,-2.497,3.396,2.633,4.696,12.761,0.222,5.932,7.147,4.419,10.229,8.813,1.07,-2.176,-2.287,1.402,6.456,8.029,7.52,6.995,-0.412,6.703,2.478,7.648,3.587,6.858,9.229,3.716,3.771,1.533,5.439,11.017,3.151,7.407,-1.783,4.022,4.451,0.616,2.946,1.071,7.186,10.566,5.577,0.417,0.79,4.182,10.287,-0.702,5.226,6.898,6.579,6.574,4.849,-3.224,1.217,2.89,0.14,0.46,8.271,6.721,-4.497,1.193,-1.376,10.412,-1.06,2.444,7.651,6.285,6.042,8.828,2.017,6.275,6.424,-3.114,5.56,9.304,-3.101,-2.524,2.541,5.516,0.935,6.682,6.32,5.787,0.419,3.923,2.031,1.63,5.104,9.302,2.483,2.015,-0.882,10.191,7.025,8.691,6.322,5.445,9.959,6.041,3.124,6.012,1.327,2.097,5.426,1.332,4.637,3.362,-0.335,-0.459,12.619,-1.764,6.408,0.993,0.048,5.622,7.3,-2.061,6.463,12.248,1.771,1.24,3.442,6.024,5.219,2.473,4.082,2.284,3.489,2.632,1.492,9.428,-0.473,8.485,8.421,3.939,4.046,-0.537,4.981,4.072,0.748,7.601,6.903,0.604,12.01,2.31,2.626,3.264,5.917,3.475,6.365,2.411,0.928,1.871,5.716,1.817,-1.379,8.795,-2.035,0.545,6.084,1.951,-3.562,2.339,5.194,0.009,2.331,-2.097,1.801,8.61,4.272,4.337,0.142,0.705,0.03,3.734,-1.087,-4.647,6.953,8.06,1.207,-1.554,1.632,6.292,2.283,5.998,10.041,-2.073,4.713,4.887,5.319,3.195,10.006,-1.746,3.708,0.322,7.983,-0.01,-0.441,5.964,2.288,0.846,0.41,-0.502,1.46,0.684,4.195,4.879,-1.283,5.335,3.864,2.358,-1.89,-1.594,-2.701,1.674,2.908,3.424,4.137,-0.516,5.013,1.045,5.877,2.096,0.158,1.46,0.924,3.05,1.291,4.231,3.197,4.061,-0.159,3.518,-0.504,1.607,0.15,-3.005,3.191,2.088,0.399,0.163,1.135,0.096,1.373,13.549,9.613,2.881,3.457,2.936,2.178,4.147,-0.078,-2.51,3.545,1.168,-1.868,1.632,-0.219,-5.573,5.651,-0.12,2.491,0.002,3.482,-1.081,-1.802,2.523,-1.948,-1.18,1.591,0.994,2.076,-0.979,-0.089,-0.852,2.683,0.866,0.724,1.309,-0.466,-0.36,0.763,2.802,0.22,0.081,-3.542,0.024,0.516,1.704,1.692,0.405,3.438,3.818,-3.342,-2.295,5.854,3.588,-1.091,1.512,4.066,4.239,1.206,-1.495,0.743,0.296,-0.721,3.228,-0.858,2.673,1.295,6.64,1.388,1.061,3.611,2.353,0.436,5.328,-1.121,0.239,0.767,0.592,4.394,0.58,2.259,2.625,-3.989,-1.915,3.71,0.114,0.526,0.662,0.944,4.33,-0.325,4.514,-1.423,3.074,0.317,0.559,0.705,-0.04,4.86,1.357,0.84,3.504,-4.056,0.463,3.021,4.986,-0.24,2.466,-0.126,3.124,1.127,-0.47,4.068,3.138,2.402,0.87,0.832,3.623,-2.38,-1.721,-0.395,-4.143,1.848,-1.749,0.919,-2.889,-0.387,-1.686,-0.167,6.65,2.992,-0.401,3.199,0.248,-0.042,-0.092,1.088,4.273,0.769,-2.423,4.948,2.803,2.169,3.738,3.841,-0.24,3.6,-2.41,3.502,0.31,-0.468,0.671,-3.485,0.617,1.23,2.879,-0.559,4.821,5.417,3.157,0.109,3.296,2.062,0.586,5.441,1.056,3.189,4.299,-3.28,-1.458,-1.171,-0.104,-1.9,-0.637,0.657,-0.279,0.795,-2.21,0.183,1.944,-1.578,-0.857,2.707,3.466,1.165,2.111,4.075,1.826,-3.791,10.311,23.174,11.925,11.448,10.652,14.843,13.287],"base_top":[[248058,23.174],[40,19.282],[27,17.114],[760,17.062],[1206,15.798],[2665,15.084],[27775,14.973],[248068,14.843],[31243,14.801],[1919,14.383]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,22,18,21,20,24,29,198,27,15704,16874,62,16,62,23,19,29,198,42404,329,62,22,20,15,198,510,15704,29,198,27,15704,16874,62,17,62,23,20,29,198,17,24,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","7","3","6","5","9",">","\n","<","parameter","=p","_","1","_","8","4",">","\n","bir","ch","_","7","5","0","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","8","5",">","\n","2","9","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.1737,-1.5102,-0.3569,-0.5721,-1.5985,0.5092,-0.167,0.1483,0.1063,-0.7434,-0.0084],[-4.1379,0.505,7.4452,14.252,-1.0375,-1.7981,1.9851,-0.7231,0.1904,-0.5593,-0.342],[-5.0453,-1.6899,11.578,17.9184,-1.513,-0.7024,0.148,-0.0902,0.1774,-0.8849,-0.1524],[-2.7235,-1.9909,10.7856,16.768,-2.2217,-0.9337,1.2521,-0.8564,0.1702,-0.727,-0.0297],[-2.7987,-2.338,10.3701,15.8626,-2.03,-0.9009,-1.0368,-0.656,0.3313,-1.2314,0.5855],[-1.7761,-3.211,9.2976,14.9766,-0.6537,-0.5856,0.3968,-0.8172,0.5747,-1.3076,0.1076],[-3.8371,-1.8299,11.3368,20.6668,-1.4182,0.4668,0.2065,-1.4697,0.2038,-1.5352,0.0348],[-2.6407,-1.712,15.6581,19.6143,-0.8272,-0.2391,-1.4699,-0.8033,0.0587,-1.4161,-0.4435],[-2.598,-2.1434,13.3712,18.4966,0.247,-1.3676,-0.5623,-1.1258,-0.0224,-1.7255,-0.0065],[-3.0693,-2.095,13.6165,21.338,-1.3467,-2.0636,-0.8866,-1.1153,0.1348,-1.2988,-0.3771],[-2.3666,-2.7027,12.1116,18.648,-2.5048,-2.626,-1.63,-1.8988,-0.0129,-1.3734,-0.4185],[-3.6261,-2.3503,11.5308,20.1723,-0.1507,-2.1985,0.9774,-1.4761,-0.0087,-1.1542,-0.1817],[-5.0059,-1.1998,10.1785,22.5388,-1.0927,-2.0044,1.0488,-0.7427,0.0964,-1.0863,0.0335],[-6.3022,-0.6333,9.9555,20.8178,-1.4929,-1.7076,1.6575,-0.0491,0.0677,-1.0063,-0.1392],[-5.0219,-0.7464,10.4376,17.3303,-1.3136,-1.3197,0.0124,-0.1843,-0.2802,-0.8918,-0.2107],[-1.4488,-1.1755,9.7287,17.3387,-2.0691,-1.4559,2.8599,-0.3374,-0.0744,-0.9519,-0.5097],[-2.2869,-1.8983,9.7022,20.1452,-2.5861,-1.2543,-1.0737,-0.6707,-0.0665,-1.0754,0.1552],[-3.9702,-1.3337,10.4831,22.0072,-2.8338,-1.0901,0.603,-0.9696,0.1799,-1.4869,-0.1378],[-2.8703,-2.3335,14.8145,23.2372,-2.7065,-0.9929,-0.1975,-0.4114,0.1769,-1.5122,-0.6148],[-3.9161,-2.574,11.4005,22.2182,-2.2815,-1.1191,1.0345,-1.149,0.0747,-2.0546,-0.0058],[-2.8572,-3.2834,14.9193,20.8451,-2.4898,-1.2913,0.4793,-0.0928,0.0014,-1.7108,-0.5253],[-3.0138,-1.9602,12.5006,21.8699,-0.9276,-2.8337,0.0937,-1.2092,0.0303,-1.4321,-0.3191],[-5.0164,-2.1857,12.9893,21.3065,-1.148,-3.3004,0.7669,-0.3499,0.0527,-1.4714,0.0161],[-4.0169,-1.6404,15.3443,18.6229,-2.8953,-1.6304,1.2262,0.1968,0.2086,-1.1847,-0.0626],[-1.9596,-1.6469,18.575,14.2057,-0.9354,-1.6482,-1.9581,-0.0689,0.0489,-1.3868,-0.0208],[-3.8674,-1.4916,13.2702,20.0801,-1.0989,0.1139,1.3174,-0.7594,0.0789,-1.3209,0.3528],[-3.5891,-0.258,12.7685,21.0034,-1.1847,0.6071,0.9119,-1.369,0.0862,-1.866,0.2351],[-1.7419,-0.7986,16.7848,19.0679,-1.3326,0.4285,-1.0376,-0.7466,0.0752,-1.537,-0.3932],[-2.2544,-2.0637,15.0192,21.3638,-1.1164,-2.238,-2.49,-1.1081,-0.0451,-1.6399,-0.4684],[-2.7882,-0.8959,13.6042,22.6261,-0.3677,-1.3386,-0.0535,-1.0947,-0.0402,-1.5041,-0.2232],[-3.2968,-1.6271,11.1607,20.3583,-0.3635,-2.0826,0.4315,-0.2656,0.0264,-1.4511,-0.1663],[-3.8483,-1.5372,12.2504,18.7627,-1.6362,-1.2256,0.4689,-0.465,0.1732,-1.4081,-0.6744],[-2.7618,0.0602,11.3844,16.3455,-1.9068,-1.4339,0.8372,-0.5329,0.006,-0.7407,-0.541],[-5.1769,0.1637,9.1673,21.9018,-1.189,-3.1925,1.2363,-1.0783,0.2522,-1.2706,-0.2587],[-2.7178,-1.08,11.4083,21.1771,-1.8418,-0.9311,2.0254,0.0802,0.1265,-1.2963,-0.1897],[-4.682,-0.4819,10.7307,18.5695,-1.7331,-0.9015,0.0592,-0.2031,-0.1422,-0.9781,-0.2409],[-1.5858,-0.8353,10.6957,18.6076,-2.7788,-1.1869,2.7425,-0.671,0.1193,-0.8877,-0.3422],[-2.3045,-1.3365,9.6787,20.9284,-2.874,-1.2888,-0.9567,-0.7348,0.1201,-1.1925,0.1475],[-3.6688,-0.8827,10.648,21.1544,-2.66,-1.4374,0.7075,-0.9201,0.3478,-1.3726,-0.1054],[-3.3503,-2.113,14.6063,22.2939,-2.449,-1.1679,0.0024,-0.61,0.3239,-1.3993,-0.6789],[-3.948,-2.0339,10.9331,21.9845,-1.3783,-1.1607,0.9066,-1.2496,0.2092,-1.9316,-0.0447],[-3.1251,-2.9495,14.8348,20.928,-1.9558,-1.3745,0.0754,-0.532,0.0431,-1.5313,-0.6923],[-3.1538,-1.4279,12.5031,21.7285,-1.9149,-3.6742,-1.0764,-1.1622,0.1342,-1.2627,-0.4983],[-4.4342,-0.796,11.4929,22.3465,-2.113,-2.9771,2.1766,-0.9186,0.2248,-1.2397,-0.0744],[-3.9914,-1.2322,13.464,20.7845,-3.3443,-0.7773,2.5732,-0.4208,0.2738,-1.0221,-0.4278],[-2.4684,-1.714,17.2152,17.5787,-2.0453,-0.6599,-0.6964,-0.4081,0.1808,-1.0615,-0.2646],[-2.8557,-1.4994,13.1811,20.3317,-0.63,-1.6786,-0.1472,-0.6949,0.2544,-1.3506,-0.3182],[-4.5146,-1.5161,11.5932,20.979,-1.054,-2.3358,0.551,-0.3443,-0.0611,-1.2909,-0.114],[-4.6786,-1.3524,12.3365,18.9793,-1.7953,-0.7072,0.6225,-0.5452,0.1665,-1.3305,-0.4633],[-3.311,0.2242,11.5749,16.9726,-1.5315,-0.9149,1.4317,-0.613,0.0471,-0.7818,-0.4993],[-4.4372,0.0721,8.6111,20.7893,-1.0118,-2.3746,1.429,-0.9557,0.194,-1.1843,-0.0821],[-3.6251,-0.6623,9.6108,19.7537,-1.5688,-0.1846,2.6112,0.015,-0.0665,-1.3388,-0.2301],[-3.9242,0.0948,9.7275,16.529,-1.0462,-0.5929,-0.1693,-0.6242,-0.1937,-1.1989,-0.2442],[-1.1916,-1.032,9.5155,16.3877,-3.0091,-0.7505,2.8828,-0.3365,-0.0804,-0.5962,-0.3212],[-2.433,-1.8164,10.1045,20.8221,-2.7428,-1.7961,-1.2466,-0.5269,-0.1484,-1.0588,0.0901],[-2.7706,-0.3919,10.5824,19.8153,-2.0419,-2.8483,-0.5904,-0.6726,0.0074,-1.3421,-0.1221],[-4.4445,-1.9088,11.2063,21.8948,-1.0621,-1.7732,-0.2067,-0.9508,-0.112,-1.6285,-0.035],[-2.9936,-1.4702,12.6639,19.8442,-2.5624,-1.286,0.8589,-0.1623,-0.1271,-1.3755,-0.126],[-1.6264,-1.5916,15.8355,16.8108,-1.3092,-1.4676,-1.1522,-0.5906,-0.138,-1.4915,-0.1756],[-4.3024,-1.1858,10.1394,21.8386,-1.5641,-1.6186,1.1806,-0.4832,0.0922,-1.5204,-0.2422],[-4.5893,-1.3291,12.1629,18.6378,-2.0263,-0.6789,0.7171,-0.6283,0.2919,-1.2652,-0.6346],[-2.9206,-0.1457,11.5252,16.3624,-1.7265,-0.7282,1.256,-0.6936,0.2042,-0.6685,-0.6107],[-4.0467,0.1557,7.8622,18.8053,-0.4195,-2.1738,0.6799,-0.6717,0.3667,-1.093,-0.077],[-4.9623,-0.8866,9.3881,20.2874,-1.0683,-1.3853,1.8197,-0.032,0.2413,-1.1278,-0.4421],[-5.59,-0.0334,11.0617,17.4446,-0.7594,-0.5147,-0.4593,-0.2841,-0.0205,-0.833,-0.1062],[-3.9839,-0.217,9.9338,16.5382,-1.4976,-0.54,-0.6701,-0.8061,0.1382,-0.837,-0.2788],[-4.5056,-0.2589,5.3461,12.5793,-0.4535,-1.4877,2.3376,-1.193,0.2985,-0.8287,-0.0716],[-4.7016,-2.3988,9.0332,16.5626,-1.1325,-0.342,3.2033,0.3952,0.2245,-0.9221,-0.2046],[-4.7082,-0.6466,8.4807,12.941,-1.8703,-1.1292,-0.1202,-0.5957,-0.0583,-0.9462,0.1251],[-3.5331,-0.6488,9.6545,14.0528,-2.1253,-0.3281,-1.9135,-0.9338,-0.1541,-1.5789,0.1969]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_73659>\n<parameter=p_1_84>\nbirch_750\n</parameter>\n<parameter=p_2_85>\n29\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=fx_73659>\n<parameter=p_1_84>\nbirch_750\n</parameter>\n<parameter=p_2_85>\n29\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=fx_73659>\n<parameter=p_1_84>\nbirch_750\n</parameter>\n<parameter=p_2_85>\n29\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_73659>\n<parameter=p_1_84>\nbirch_750\n</parameter>\n<parameter=p_2_85>\n29\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0227","set":"selection","cohort":"need_clarification","family":"version_comparison","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: return whether two versions are identical.\nEarlier version identifier: \"cedar_901\". Later version identifier: not provided.\nUnrelated archived note: birch_563, reference 045. These are not inputs to this request.","tools":[{"function":{"description":"Show differences between two versions. Inert synthetic operation.","name":"version_diff","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"new":{"description":"Later version identifier","type":"string"},"old":{"description":"Earlier version identifier","type":"string"}},"required":["old","new"],"type":"object"}},"type":"function"},{"function":{"description":"Return whether two versions are identical. Inert synthetic operation.","name":"version_equal","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"new":{"description":"Later version identifier","type":"string"},"old":{"description":"Earlier version identifier","type":"string"}},"required":["old","new"],"type":"object"}},"type":"function"}],"prompt_tokens":591,"decision":{"rms":0.35228831411825384,"sumsq":127.08460161462426,"hb":[-0.06399,-0.09119,-1.20647,0.17765,-0.74976,0.12084,-0.1063],"lse":21.60486705107122,"logits":[14.376,13.715,11.268,11.2,11.383,8.411,7.812,7.942,8.009,9.52,9.086,15.923,12.462,11.44,14.242,9.994,8.338,8.572,8.891,9.142,20.01,8.57,10.215,14.73,12.241,10.375,10.898,9.163,11.145,9.045,9.008,13.317,14.215,8.574,13.859,9.153,7.943,11.171,8.658,9.355,13.583,8.892,7.879,12.721,5.193,10.33,1.209,10.589,8.124,14.501,3.328,8.247,6.927,10.241,8.472,5.609,9.161,12.63,11.867,7.566,7.007,14.263,1.084,7.516,7.297,11.796,9.405,10.051,1.949,18.434,11.827,11.664,8.467,3.706,8.049,3.362,8.395,8.521,9.954,10.662,8.8,9.58,7.54,7.795,9.962,8.418,10.314,5.52,10.399,12.795,0.238,6.844,16.731,10.551,7.542,6.683,11.221,-2.457,1.131,5.362,7.824,8.812,1.651,8.67,0.778,14.27,10.949,5.743,7.816,10.06,6.581,11.335,6.342,5.111,6.54,10.336,16.296,5.904,5.462,10.583,12.129,8.779,13.051,13.956,14.427,12.843,5.557,8.128,8.49,9.035,1.743,8.73,3.491,6.072,10.281,11.887,3.568,13.487,6.214,8.304,8.229,14.817,15.663,4.058,3.672,5.538,12.643,-0.97,17.247,2.163,-5.164,10.904,7.252,7.829,4.756,10.197,6.676,6.835,6.998,7.87,8.695,4.139,9.258,-0.832,6.263,6.232,11.758,5.972,-5.014,10.506,12.68,10.81,13.688,5.821,8.225,8.467,13.269,7.493,13.07,9.284,7.84,2.316,4.374,2.379,7.7,18.216,5.448,10.345,1.431,9.422,9.483,3.751,12.682,11.151,8.555,4.905,8.279,14.722,7.562,3.876,5.682,15.091,6.26,2.927,11.045,8.128,13.399,11.863,3.935,10.813,3.053,13.516,15.938,2.885,10.785,5.317,-5.573,5.4,1.966,4.207,11.923,7.51,8.019,4.148,-1.162,6.957,9.71,5.386,1.751,2.431,11.575,-0.599,2.939,6.849,10.978,9.343,5.985,8.195,4.904,9.814,11.224,3.734,5.645,3.528,8.664,10.199,0.055,-1.218,11.655,7.427,1.313,12.46,9.579,9.427,5.962,2.6,10.501,13.793,7.747,12.201,10.845,9.123,3.598,4.384,3.446,9.682,-0.815,8.102,7.187,11.798,0.596,2.747,-0.14,3.214,3.057,10.938,6.908,8.41,5.229,2.898,15.119,8.015,0.117,7.047,3.72,8.492,-0.874,9.872,12.464,11.381,9.251,5.399,12.178,9.545,6.956,8.545,10.756,12.811,13.384,10.926,11.074,5.793,5.769,9.007,7.7,5.046,7.333,10.914,4.083,9.794,6.785,4.841,14.498,3.913,-1.542,-1.589,8.094,7.371,-1.547,2.18,1.826,8.945,8.121,6.272,6.134,10.075,-3.915,-1.7,8.86,8.189,17.255,8.084,3.009,11.185,14.677,5.013,10.486,2.364,5.462,5.163,-1.875,12.517,12.63,10.433,8.323,4.377,7.994,11.233,9.723,7.441,15.078,4.233,1.101,4.674,11.536,12.713,6.787,11.288,8.568,6.68,1.471,5.195,1.344,0.92,13.266,12.62,12.476,6.755,2.372,4.976,6.884,10.385,0.381,7.881,10.18,5.217,4.608,11.838,8.597,12.611,3.338,-4.057,14.377,-0.01,7.945,3.464,0.804,3.88,14.298,15.914,3.179,14.229,3.519,14.208,-0.46,11.338,5.443,3.4,1.717,2.909,3.701,-3.355,4.664,1.549,12.043,3.156,7.792,13.728,-1.336,4.707,9.812,6.83,3.534,6.535,9.084,8.86,-0.513,11.666,6.101,9.875,6.167,11.734,3.097,9.061,3.028,6.96,3.274,2.276,14.989,0.852,13.743,8.041,6.628,5.927,2.203,7.327,5.686,6.988,16.806,13.736,8.526,11.543,5.877,6.932,1.191,5.64,10.551,1.878,11.334,2.035,8.93,2.572,9.864,-1.313,5.208,3.01,11.714,5.943,4.195,0.208,2.214,11.878,10.033,5.938,11.628,2.976,0.15,1.755,6.916,7.351,8.136,11.223,8.643,-0.237,3.052,1.043,-0.296,6.726,3.588,2.043,10.991,4.823,10.706,-0.479,7.064,10.841,-0.332,7.911,18.011,8.98,6.737,7.413,6.375,11.514,5.393,4.633,14.1,-0.562,7.509,2.751,8.892,2.043,3.996,5.041,2.872,2.749,1.317,3.723,8.949,11.617,3.561,9.707,-1.25,7.121,9.395,3.375,10.278,14.479,10.42,7.276,8.008,2.287,0.941,-2.362,4.748,4.84,1.355,-3.049,2.093,6.514,5.4,2.261,4.444,6.413,7.121,5.475,7.191,4.837,3.56,6.549,7.537,3.496,0.563,13.625,2.169,6.164,10.789,8.72,4.574,4.901,2.665,4.924,-0.45,-1.038,7.012,8.489,3.82,10.967,7.356,9.263,7.911,4.103,-1.967,5.284,8.655,10.066,10.291,2.892,7.462,2.872,0.343,3.346,6.733,9.99,0.559,7.775,-2.307,6.018,8.378,2.432,2.525,6.742,13.542,-1.687,2.526,2.776,6.624,0.745,10.061,0.069,11.072,9.843,-3.837,4.705,13.343,-0.349,2.954,1.098,8.8,12.268,6.564,7.68,8.864,4.554,10.277,8.934,-1.716,-2.439,-3.688,-0.984,5.776,12.732,7.682,8.154,-3.863,8.425,5.432,6.619,5.956,7.41,9.026,10.001,4.861,3.315,3.672,11.674,3.656,9.252,-2.358,3.121,6.723,-0.081,3.666,5.064,8.942,10.622,5.516,1.272,1.167,6.556,7.63,1.878,4.974,8.151,5.022,7.971,5.227,-5.484,4.266,2.572,0.094,4.519,6.431,8.598,-0.762,3.512,-0.761,14.024,-3.505,5.224,7.185,2.864,8.724,7.507,1.733,2.753,6.039,-0.655,5.382,11.543,-5.6,-0.876,6.162,4.144,0.963,4.544,8.426,7.811,0.9,3.613,4.598,2.738,6.927,9.419,-0.166,0.531,1.392,9.772,5.84,8.098,3.673,5.355,10.464,7.826,3.12,4.592,0.271,2.772,5.392,0.655,5.447,2.292,3.371,-0.275,11.121,-2.876,5.148,6.471,2.132,3.533,7.991,-1.268,8.256,10.206,3.362,1.154,7.435,8.753,4.512,4.739,5.152,0.947,5.035,0.431,5.133,6.07,0.103,5.228,6.01,4.219,4.74,4.013,0.204,5.581,1.009,8.316,8.195,4.191,10.159,3.672,4.387,5.858,5.411,3.239,8.903,1.652,2.825,3.535,7.697,0.609,-2.195,8.78,5.132,-1.666,5.338,0.352,-4.916,1.0,9.219,1.661,5.827,-2.57,1.816,8.769,6.648,5.101,0.601,-0.231,0.305,1.89,-1.113,-4.621,4.463,8.982,2.102,-0.802,2.325,4.15,1.692,5.208,12.4,-5.272,7.344,4.844,3.228,8.0,7.256,1.168,1.815,4.167,9.391,-2.287,-0.704,3.636,2.428,-1.844,-3.396,-1.32,2.476,-0.643,1.965,4.842,0.152,7.599,5.765,2.648,-3.725,-1.777,-2.407,1.352,1.145,-0.083,4.227,-0.539,5.31,1.885,5.164,1.878,-1.348,-1.875,-0.079,4.079,-0.064,4.256,4.147,4.501,-1.52,2.861,2.532,2.011,1.443,-3.466,2.48,1.759,0.543,-0.136,2.716,-2.626,2.852,9.303,9.915,0.027,2.918,1.091,6.869,5.017,-0.624,2.604,1.766,1.958,1.189,0.088,-1.098,-4.339,2.497,-1.287,1.873,0.45,-0.074,0.142,-2.637,1.708,-0.077,0.773,2.035,1.048,1.958,-1.547,1.151,-2.646,1.979,-0.684,-0.563,1.459,3.199,-0.227,0.571,1.96,1.609,-2.507,-0.255,-0.172,3.606,-0.589,1.126,1.624,2.727,0.252,1.279,-2.894,7.432,3.171,1.168,1.156,3.397,4.041,0.596,0.395,0.539,-0.745,-1.824,4.553,0.339,2.355,3.132,7.594,5.526,1.209,4.006,3.624,0.703,4.434,-3.773,1.525,-0.753,0.624,3.609,1.641,-1.156,3.4,-3.94,-2.902,3.19,-1.276,0.659,1.428,1.852,4.673,-0.022,6.891,3.117,2.724,1.826,1.475,0.275,-0.602,2.926,1.854,1.501,2.837,-1.236,-0.523,0.761,4.095,-1.113,5.026,1.157,2.202,-0.161,-0.281,2.787,1.81,3.226,2.11,2.661,3.969,-2.745,0.755,-1.383,-2.011,1.518,0.338,-0.8,2.86,-0.147,2.736,0.826,4.829,5.525,-1.708,0.098,3.302,1.587,0.418,-0.038,2.773,0.361,-0.222,5.953,0.926,5.662,3.571,8.017,-1.048,6.132,-1.475,1.589,0.995,-1.487,-1.323,-1.971,-3.05,3.621,3.575,-0.99,3.425,2.669,2.93,0.31,3.411,2.106,-1.224,3.481,-1.689,4.621,5.155,0.893,-1.705,-0.5,-0.0,-0.1,-0.43,0.167,0.062,2.836,-2.629,7.035,1.242,-0.94,0.221,4.36,3.864,2.154,2.898,3.548,1.522,-4.361,10.244,21.047,9.728,11.026,10.241,16.029,13.165],"base_top":[[248058,21.047],[40,20.01],[760,18.434],[3928,18.216],[27775,18.011],[12189,17.255],[2665,17.247],[22916,16.806],[1206,16.731],[1919,16.296]]},"positions":{"tokens":[248058,198,27,1628,28,4225,11149,29,198,27,15704,28,787,29,198,1931,277,62,24,15,16,198,510,15704,29,198,27,15704,8083,29,198,1856,3766,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","version","_equal",">","\n","<","parameter","=","old",">","\n","ced","ar","_","9","0","1","\n","</","parameter",">","\n","<","parameter","=new",">","\n","not"," provided","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.1418,1.3669,0.3569,-0.4111,-1.5221,0.7928,-0.9057,-0.2875,0.3192,-0.9229,-0.0844],[-3.1019,0.8615,7.9255,15.4952,-1.5248,-2.1172,0.9724,-0.8481,0.0872,-0.5644,-0.4539],[-2.5997,0.9737,9.9587,17.4466,-1.4997,-1.3068,-0.6173,-0.3966,0.1212,-0.6509,-0.1166],[-0.6978,0.183,10.4188,17.5184,-2.9155,-0.5896,-0.1734,-1.1037,-0.0664,-0.6362,0.0373],[-0.6849,-0.158,9.8043,17.8306,-2.7708,-1.6716,-1.5469,-0.5926,0.1363,-0.7943,0.4553],[-0.3498,-0.5387,11.8072,16.2437,-0.9761,-2.1836,-1.1832,-1.1945,0.3508,-0.9595,-0.0841],[-0.7783,0.6666,8.1811,15.0618,-0.9537,-1.0085,-0.9559,-1.2219,0.1658,-1.1602,0.4163],[-5.1206,-1.1047,9.7784,21.3081,-0.6405,-1.82,0.1292,-0.8032,-0.0547,-0.9934,0.1214],[-4.1915,-0.2875,8.9944,20.756,-1.2196,-1.6657,1.4388,-0.4844,-0.2148,-1.0507,-0.2754],[-4.0252,-0.4947,9.8221,16.6525,-0.9663,-1.5192,0.2428,-0.502,-0.3135,-1.1232,-0.1876],[-1.7396,-1.2024,9.6184,16.8194,-2.3066,-2.1074,3.7043,-0.5162,-0.4785,-0.7702,-0.2825],[-2.0028,-1.3475,9.3264,18.1088,-2.784,-2.4648,-0.7122,-0.7014,-0.3365,-1.2586,0.3649],[-1.6231,-1.3224,11.5792,16.4775,-1.6863,-2.8298,-0.8479,-1.3391,-0.2688,-1.4301,-0.1269],[-3.4903,-2.1412,10.7073,22.2724,-2.557,-2.7925,0.5183,-0.6024,-0.1371,-1.5167,-0.0292],[-2.6095,-0.6891,16.2234,18.5775,-2.9946,-1.497,0.755,-0.1887,0.4336,-1.1346,-0.0964],[-0.5654,-0.2953,20.5903,15.6211,-1.5464,-1.8519,-2.1554,-0.5057,0.2905,-1.2503,-0.1442],[-3.0765,-2.5219,13.9064,21.3135,-1.5828,-0.4765,0.5089,-1.2339,0.1644,-1.0328,0.0006],[-4.2773,-1.1644,12.9067,22.3878,-1.8945,-0.2016,0.7974,-1.432,0.3621,-1.5216,0.081],[-2.2463,-2.1807,15.8557,20.2463,-1.2923,-1.2851,-0.9475,-0.2056,0.0985,-1.4978,-0.6438],[-3.6675,-1.2436,13.5546,21.0392,0.5328,-1.676,-0.7963,-1.1748,0.0097,-1.4378,-0.5086],[-3.483,-1.0668,13.4241,21.4642,0.0933,-1.375,0.2304,-1.4197,0.3711,-1.8459,-0.3099],[-2.6133,0.0179,11.478,20.8677,-0.0983,-2.3254,-0.4218,-0.7697,0.1189,-1.5022,-0.22],[-3.2057,-0.4206,12.57,19.5082,-1.2861,-0.5447,0.7496,-0.4103,0.0494,-1.3678,-0.5816],[-2.591,0.7978,11.7856,16.866,-1.4809,-1.1434,0.438,-0.5756,-0.1031,-0.8539,-0.5669],[-4.2455,0.6998,9.6707,21.2134,-0.5647,-3.361,1.3512,-1.0871,0.0997,-1.3794,-0.1891],[-1.8734,0.2119,12.6554,20.5839,-0.8659,-0.8401,1.8975,-0.4106,0.4372,-1.5285,-0.1882],[-1.9672,1.1387,9.6929,16.9557,-1.0842,-0.9956,0.2083,-0.4661,-0.2722,-1.2308,-0.3106],[0.3077,-0.4294,10.6708,17.628,-2.1164,-1.0877,2.857,-0.4522,-0.2262,-0.9398,-0.2738],[-1.0558,-0.7216,10.8393,19.2453,-2.3219,-1.9593,-0.7444,-0.6479,-0.2433,-1.4027,0.1728],[0.8047,1.3486,7.5766,15.6553,-0.3362,-2.7676,-0.2046,-0.9273,-0.2774,-1.4541,0.1246],[0.0667,1.364,11.5607,16.2791,-0.6424,-2.3422,1.4412,-0.4324,0.0635,-1.4405,-0.3562],[1.1272,1.7285,15.4944,11.0394,-0.1437,-2.6894,-1.2267,-0.2541,0.1646,-1.1919,-0.2947],[-1.2558,-0.4935,9.5552,18.5315,-0.4932,-1.5994,0.2479,-0.9095,0.1564,-1.6537,-0.1573],[-0.4095,0.4635,9.0482,20.4026,-0.285,-2.6734,0.8591,-0.8469,0.2215,-2.1481,-0.0195],[-3.0019,0.1424,11.1363,18.7136,-0.7938,-1.0505,0.837,-0.4935,0.2159,-1.2388,-0.5582],[-2.5839,0.3281,11.6488,17.7195,-1.1526,-0.5931,0.9727,-0.4485,-0.012,-0.8505,-0.7486],[-4.1093,0.0835,9.3878,21.7748,-0.7166,-2.9151,0.3179,-0.7455,0.1109,-1.2327,-0.137],[-0.9193,0.0307,9.5212,21.8363,-0.9232,-1.5135,1.8628,-0.351,0.0936,-1.1179,-0.1168],[-3.045,0.091,9.9842,17.1088,-0.5511,-0.8711,0.142,-0.375,-0.2471,-0.9935,-0.2485],[-3.366,0.0881,8.6918,14.3777,-2.0065,-0.3296,-1.0955,-0.6221,-0.0224,-0.9688,-0.32],[-3.9716,-0.0158,5.2473,11.9475,-0.4676,-1.6445,1.6378,-1.1791,0.2266,-0.7619,-0.3131],[-1.9551,-1.3978,10.4904,18.2374,-1.5562,-1.6183,2.3537,0.041,0.6183,-0.9488,-0.2412],[-3.849,-0.3308,8.5763,12.2389,-1.0846,-1.08,-0.8868,-0.6358,0.003,-1.1901,0.1084],[-2.7559,0.2572,10.0751,14.3253,-1.8267,-0.5491,-2.0536,-0.9602,0.0309,-1.6294,0.091]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=version_equal>\n<parameter=old>\ncedar_901\n</parameter>\n<parameter=new>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"selection-611402-0131","set":"selection","cohort":"need_clarification","family":"version_comparison","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: show differences between two versions.\nEarlier version identifier: not provided. Later version identifier: \"039\".\nUnrelated archived note: spruce_941, reference 093. These are not inputs to this request.","tools":[{"function":{"description":"Return whether two versions are identical. Inert synthetic operation.","name":"version_equal","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"new":{"description":"Later version identifier","type":"string"},"old":{"description":"Earlier version identifier","type":"string"}},"required":["old","new"],"type":"object"}},"type":"function"},{"function":{"description":"Show differences between two versions. Inert synthetic operation.","name":"version_diff","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"new":{"description":"Later version identifier","type":"string"},"old":{"description":"Earlier version identifier","type":"string"}},"required":["old","new"],"type":"object"}},"type":"function"}],"prompt_tokens":587,"decision":{"rms":0.3854129462641967,"sumsq":152.10715048760176,"hb":[-0.06737,-0.08788,-1.54518,0.05787,-1.03741,0.07296,-0.3325],"lse":22.956106278061686,"logits":[13.514,13.364,12.081,12.171,11.372,10.294,7.854,8.268,9.832,10.442,10.139,16.73,11.877,9.972,14.575,11.451,9.087,9.796,10.39,9.351,20.478,9.62,11.186,14.64,13.086,11.462,10.414,9.413,12.404,10.357,9.798,14.611,13.976,8.088,12.474,9.323,8.392,11.093,9.512,10.226,13.562,9.442,8.579,12.625,3.779,6.93,0.675,10.709,7.068,14.594,4.448,8.775,7.082,8.316,7.957,5.0,8.99,13.411,11.575,6.741,7.139,14.22,2.062,6.787,7.347,12.297,5.001,9.503,2.046,17.948,10.33,9.181,9.881,1.637,8.67,3.406,9.351,7.849,10.539,8.939,9.699,8.957,8.445,8.799,10.634,8.103,6.455,3.486,10.773,12.285,-0.088,5.904,16.327,11.512,6.021,8.147,12.038,-2.367,2.29,3.734,8.463,8.964,1.721,9.495,0.647,13.411,10.68,4.828,7.489,11.193,5.832,10.347,6.764,5.228,7.093,10.851,15.737,5.192,6.45,10.619,12.351,9.937,13.182,15.075,13.767,11.86,4.229,9.678,8.468,8.836,2.652,7.765,3.171,5.606,10.823,10.72,5.109,13.935,4.979,9.151,8.331,14.308,15.387,4.635,3.006,6.798,12.359,-1.167,17.011,1.035,-2.918,9.723,6.897,7.162,6.37,11.355,6.558,7.84,7.654,8.358,8.157,4.053,10.087,-0.067,7.6,4.422,11.004,6.405,-4.644,10.675,13.068,11.663,13.51,6.386,7.577,7.898,11.178,6.992,12.552,8.577,7.017,2.569,6.206,2.536,8.615,17.698,5.818,10.884,-0.039,10.273,10.302,3.547,12.679,11.154,7.271,4.586,8.783,13.212,8.738,2.823,7.066,13.557,5.933,3.193,12.134,8.56,12.222,9.026,3.733,11.54,1.154,13.394,16.397,3.63,7.261,4.496,-4.133,4.866,1.972,3.198,11.192,8.52,7.654,4.609,-0.837,6.745,10.308,3.794,0.975,3.37,11.542,-0.448,2.811,6.928,10.609,10.301,5.467,9.05,4.62,9.085,8.645,4.04,4.636,3.912,6.788,12.128,-0.343,-1.503,11.725,9.003,1.94,13.274,8.705,9.999,5.936,0.582,11.709,13.816,6.861,12.589,10.34,10.637,4.976,2.817,4.026,9.177,1.199,8.796,6.869,13.777,0.293,2.683,-0.095,1.179,1.982,10.164,7.433,6.783,6.302,2.687,14.617,9.936,-0.546,5.253,4.208,8.688,-0.882,9.121,11.187,11.809,8.132,6.468,11.749,10.187,7.319,9.159,10.917,11.652,13.95,9.498,11.372,6.677,5.5,10.196,6.351,6.668,7.337,10.847,2.12,10.524,7.235,6.453,13.766,4.882,-1.057,-1.557,8.633,6.922,-3.28,1.781,1.621,9.427,8.052,7.737,8.047,10.702,-4.442,-2.266,8.733,8.988,17.711,8.576,3.861,11.617,15.422,5.281,11.01,1.858,4.491,6.124,-1.754,12.315,13.704,12.15,9.242,5.477,8.653,8.404,7.796,5.926,14.051,3.145,-0.718,4.624,11.174,13.496,8.283,12.412,10.492,8.941,1.125,4.992,2.077,1.671,13.477,12.141,12.674,5.702,3.535,6.166,8.186,11.978,1.119,7.132,11.81,4.113,4.892,11.999,9.496,13.259,3.875,-3.506,14.901,1.911,8.472,4.408,0.65,4.262,12.605,15.295,5.084,14.577,4.639,14.352,0.129,10.18,7.853,2.367,1.91,2.598,4.617,-2.663,5.857,1.599,11.215,1.082,9.066,14.278,-2.001,2.023,10.218,8.787,4.561,5.4,9.181,10.402,0.448,12.106,7.963,9.616,6.967,11.492,3.422,8.519,4.858,8.177,3.375,2.298,14.55,0.399,13.942,8.724,5.104,6.769,1.586,6.493,6.71,6.694,16.12,13.037,8.605,9.47,6.253,6.929,0.738,5.728,10.736,3.005,12.124,2.569,7.954,1.816,10.868,-0.581,4.932,2.541,12.221,6.253,6.282,0.586,1.969,12.59,11.209,5.456,10.586,4.46,1.724,2.403,7.764,7.913,9.669,11.828,7.642,-0.636,2.311,1.014,1.03,7.076,5.661,2.893,10.374,5.687,10.456,-0.187,7.78,11.539,-0.429,8.953,16.842,9.143,7.788,7.784,6.734,10.741,7.057,6.179,14.664,0.137,6.782,2.454,7.974,0.899,5.191,5.802,0.876,4.158,2.558,4.527,9.82,12.747,3.023,8.954,-0.909,5.701,9.457,3.863,9.302,14.59,8.302,7.261,8.512,1.245,0.526,-2.17,4.332,6.63,0.953,-1.082,1.169,7.598,5.396,4.962,4.839,6.342,6.013,5.541,7.556,4.358,3.258,8.03,6.522,4.034,0.018,11.997,0.457,6.377,11.441,8.183,4.957,5.276,1.316,5.26,-2.607,0.586,7.784,9.212,4.52,11.57,5.35,8.196,9.209,5.856,-0.829,3.284,9.118,10.454,8.785,2.896,9.197,3.108,0.075,4.558,7.267,10.594,1.619,7.752,-0.929,5.742,7.342,2.381,2.209,7.262,12.23,-1.605,3.454,2.916,7.455,1.359,9.574,0.399,10.855,10.444,-2.704,5.206,12.696,-1.587,1.82,1.13,8.101,12.567,3.89,7.728,9.091,4.658,11.237,9.625,-1.074,-1.903,-3.616,-0.495,6.737,11.656,8.78,8.453,-2.201,7.18,3.572,8.815,5.174,6.679,9.83,7.257,4.965,3.384,5.645,12.327,4.321,9.458,-2.268,4.562,5.121,0.21,3.819,4.49,9.751,11.818,6.685,1.301,0.679,5.957,9.089,0.749,5.981,6.807,6.197,8.908,5.517,-3.971,3.14,3.629,-0.039,1.855,7.633,8.487,-0.764,2.618,-0.981,13.087,-2.787,5.446,8.652,4.605,6.361,8.438,1.729,4.342,7.256,1.101,6.46,10.673,-4.176,-1.326,4.029,5.244,1.676,5.345,8.318,6.514,1.819,2.795,4.889,3.888,6.781,9.916,-0.006,1.858,0.525,10.621,5.342,8.489,5.531,6.769,11.354,7.508,4.072,6.3,-0.107,3.483,6.6,0.317,6.019,3.518,2.502,-0.085,12.098,-2.09,6.237,5.195,1.694,4.501,7.965,-0.25,8.261,10.856,3.7,1.126,7.656,7.1,5.584,2.957,5.581,1.608,4.992,1.572,2.714,8.042,0.842,6.774,7.404,4.642,5.226,2.039,2.323,5.415,0.398,8.745,8.399,3.137,11.358,3.524,3.88,6.576,7.112,4.486,7.192,1.812,2.552,3.403,7.147,0.509,-1.444,9.365,2.039,-0.564,5.919,2.419,-3.83,1.07,9.094,2.458,4.012,-2.484,2.633,9.854,5.727,3.627,0.51,0.461,0.498,1.777,-1.344,-3.952,6.167,9.25,0.805,-0.852,2.23,6.355,1.776,6.718,12.167,-3.841,7.049,5.687,5.365,6.838,8.36,-0.793,3.223,2.253,10.444,-1.041,-0.831,3.372,3.206,-0.933,-2.692,-1.212,0.901,-0.126,1.811,3.98,-0.02,8.614,5.137,2.187,-3.749,-0.981,-1.784,0.241,2.378,1.818,3.491,-0.733,5.369,2.534,5.84,1.497,-0.188,-0.832,-0.087,4.777,0.791,5.308,4.771,4.21,0.481,3.069,0.13,1.552,1.138,-3.729,2.765,1.621,0.79,1.138,2.493,-0.803,1.817,11.063,10.008,1.111,3.459,2.365,4.942,5.203,-0.072,1.803,2.546,2.293,-0.446,-0.217,0.015,-3.639,3.028,-0.945,2.208,0.935,0.777,0.0,-1.629,3.59,0.106,0.222,1.432,1.392,1.072,-0.951,0.79,-0.707,1.556,-0.154,-0.255,1.037,2.243,0.435,1.56,3.224,1.221,-1.83,0.139,-0.075,1.301,0.838,2.019,2.2,3.843,0.998,0.885,-3.408,5.774,3.45,0.827,0.458,3.244,4.31,-0.122,-0.849,0.456,0.358,-1.258,3.684,0.083,2.27,2.517,6.843,3.317,1.278,4.839,2.418,-0.405,4.869,-2.576,1.852,-0.563,1.09,3.301,0.756,0.474,2.368,-3.031,-0.74,2.583,-0.307,0.688,1.845,2.341,5.117,-1.026,6.011,1.783,3.278,0.815,1.782,1.201,-0.206,3.467,0.962,1.047,3.167,-1.683,0.411,1.86,4.228,-0.557,4.319,0.897,3.073,0.976,0.063,4.756,1.856,3.988,1.388,1.312,3.452,-1.433,-0.553,-0.597,-2.996,0.852,0.567,-0.304,-0.285,-0.285,0.6,0.419,5.145,4.842,-0.008,1.821,4.462,0.334,0.48,-0.449,4.254,1.694,0.268,5.956,1.637,2.934,2.947,6.657,0.044,4.781,-1.407,1.536,-0.567,-0.66,0.131,-1.068,-2.717,3.184,3.886,-0.448,3.227,4.499,4.111,0.564,4.399,1.725,-1.203,3.673,-0.1,5.844,4.45,-1.092,-1.085,-0.801,1.02,-1.397,-0.538,-0.062,0.282,3.207,-2.702,3.167,1.318,-1.191,-1.339,5.566,3.674,0.515,3.854,4.132,2.189,-4.019,10.263,22.819,11.314,12.555,11.735,15.55,14.096],"base_top":[[248058,22.819],[40,20.478],[760,17.948],[12189,17.711],[3928,17.698],[2665,17.011],[27775,16.842],[27,16.73],[5328,16.397],[1206,16.327]]},"positions":{"tokens":[248058,198,27,1628,28,4225,15384,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,27,15704,8083,29,198,15,18,24,198,510,15704,29,198,27,15704,28,787,29,198,1856,3766,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","version","_diff",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=new",">","\n","0","3","9","\n","</","parameter",">","\n","<","parameter","=","old",">","\n","not"," provided","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.2025,1.6395,-1.7382,-0.9192,-1.6865,0.9893,-0.4128,-0.3307,0.2449,-0.8347,-0.0271],[-3.4577,1.0163,7.7751,14.9833,-0.9755,-1.8944,1.2322,-0.8889,0.0662,-0.5764,-0.3834],[-3.015,0.6383,10.2903,17.9178,-1.6796,-1.4968,-0.3296,-0.3546,0.1264,-0.7193,-0.1546],[-0.7287,-0.0361,10.393,17.3484,-2.6098,-0.2486,0.0233,-1.1535,-0.0682,-0.6888,-0.0492],[-1.002,-0.3345,9.8644,18.5527,-2.8479,-1.5437,-1.4538,-0.5942,0.1455,-0.8183,0.4592],[-0.6691,-0.6529,11.6729,16.9393,-1.1801,-1.9232,-0.8507,-1.2778,0.349,-0.9886,-0.0157],[-1.1495,0.5793,8.962,16.5162,-1.2779,-0.6918,-0.6066,-1.3253,0.044,-1.285,0.5133],[-4.6621,-1.0769,9.6687,21.4368,-0.7156,-1.5533,0.6085,-0.7083,-0.0077,-1.3588,-0.008],[-4.2013,-0.3421,9.3733,20.8035,-1.2587,-1.942,2.1694,-0.4149,-0.0532,-1.0418,-0.2642],[-4.005,-0.36,9.6606,16.2018,-1.2964,-1.5092,0.2125,-0.4894,-0.2018,-1.2514,-0.1908],[-1.3017,-0.9251,9.2727,16.3791,-2.6383,-1.5235,3.7521,-0.5888,-0.4098,-0.8879,-0.2036],[-1.7274,-1.3863,8.9429,17.611,-2.7712,-2.0334,-0.6351,-0.7426,-0.3328,-1.3003,0.3699],[-1.4117,-1.3126,11.1931,15.7205,-1.5457,-2.6255,-0.4178,-1.3509,-0.249,-1.4593,-0.1858],[-3.9039,-2.566,11.357,22.6313,-0.9304,-2.3584,0.6216,-0.78,-0.1231,-1.6183,0.0648],[-2.9772,-1.1796,12.4956,19.2665,-2.4915,-1.5269,2.1626,-0.2944,-0.2026,-1.2702,-0.0522],[-1.719,-1.3012,16.0047,16.3072,-1.249,-1.5227,-0.8774,-0.6393,-0.2284,-1.3571,-0.1374],[-4.6637,-1.2573,10.5305,22.7551,-1.2315,-1.4987,1.3807,-0.5927,0.0504,-1.5441,-0.0629],[-4.7961,-1.5341,12.4711,18.7449,-1.9877,-0.4943,1.5101,-0.5839,0.0846,-1.3493,-0.579],[-2.4314,0.0746,10.5112,14.6513,-1.6611,-0.2204,1.3708,-0.5757,-0.0479,-0.7576,-0.6937],[-5.2749,-0.4334,9.1729,20.4944,-0.7871,-3.3587,1.3302,-1.2174,0.1166,-1.2553,-0.272],[-2.8789,-0.6522,12.0697,20.9605,-1.0041,-0.2696,2.8024,-0.4176,0.462,-1.3041,-0.0773],[-4.7515,-0.5066,9.9508,17.408,-1.519,-1.6973,0.3232,-0.4498,-0.2271,-1.0972,-0.402],[-2.2157,-1.0882,10.5262,17.9723,-2.7414,-1.9499,3.1917,-0.6031,-0.1665,-0.8647,-0.3094],[-1.9727,-1.6185,10.5632,18.6114,-3.1705,-2.2132,-0.7457,-0.8917,-0.2246,-1.393,0.2229],[-4.1954,-1.4571,11.3272,21.4038,-2.6142,-2.0236,0.7674,-0.8431,-0.0087,-1.3671,-0.0148],[-3.2676,-0.7457,15.1051,20.4774,-2.8319,-0.4898,1.9532,-0.6908,0.3585,-1.1455,-0.2012],[-2.2697,-1.0038,18.6489,17.0967,-1.7128,-0.3631,-1.052,-0.5815,0.2996,-1.2632,-0.3358],[-3.9613,-2.5587,14.1097,20.7662,-0.7915,-2.1252,-0.1932,-1.0299,0.2297,-1.4134,-0.396],[-4.1024,-2.6315,13.5688,21.2138,-0.1729,-1.7735,0.4241,-1.0606,0.0633,-1.5455,-0.3615],[-4.4183,-1.044,11.9921,20.899,-0.532,-1.644,1.1257,-0.7138,0.4335,-1.309,-0.1513],[-5.2712,-1.4378,12.266,19.328,-1.8178,-1.5798,0.9406,-0.4988,0.1355,-1.2773,-0.5608],[-3.2704,0.5456,10.9388,16.71,-1.7202,-1.0058,1.6738,-0.5932,-0.0799,-0.8079,-0.6894],[-4.778,-0.0766,7.8719,19.7605,-0.5232,-3.6193,1.2619,-1.1181,-0.0987,-1.4394,-0.2123],[-2.8216,-0.596,11.1637,21.3524,-1.9027,-0.3285,2.3067,-0.4618,0.2188,-1.5098,-0.1756],[-2.7272,0.8458,9.3451,17.1866,-1.1845,-1.5004,0.0461,-0.446,-0.2877,-1.2097,-0.3295],[-0.9511,-0.3505,8.9606,15.9702,-2.5605,-1.7883,2.252,-0.6298,-0.321,-0.7961,-0.4289],[-2.5541,-1.1545,9.7445,18.1739,-2.8493,-2.6066,-0.4373,-0.6549,-0.077,-1.2832,0.2155],[-1.714,-1.2456,13.1764,19.3192,-1.9633,-2.3109,-0.8909,-1.3876,-0.2391,-1.6624,-0.314],[-0.7469,-0.0382,9.1679,18.3637,0.0699,-2.56,-0.5604,-1.1846,-0.3456,-1.5065,0.0886],[0.2054,1.0433,11.259,16.7176,-0.614,-2.0566,1.2059,-0.4739,0.0621,-1.4639,-0.1904],[0.9068,0.9576,14.5082,11.2449,0.9555,-1.9666,-1.9281,-0.3761,0.0676,-1.3917,-0.1641],[-1.7703,-1.5458,9.9244,19.5197,-0.4036,-1.3015,0.1221,-1.0334,0.199,-1.6616,-0.1531],[-1.4993,-0.3758,8.9012,20.4517,-0.3684,-1.916,0.1246,-0.7701,0.1332,-2.0925,-0.1332],[-3.5565,-0.3248,11.0302,17.9599,-0.4735,-0.8844,-0.0486,-0.6926,0.2347,-1.4665,-0.6339],[-2.4319,-0.1433,11.3494,17.9812,-1.2406,-0.4483,1.0603,-0.6733,0.0186,-0.8762,-0.8357],[-3.8735,0.1363,7.4065,18.4172,0.1474,-2.3725,0.358,-0.5604,0.2282,-1.0963,-0.255],[-2.4554,0.5812,9.8722,21.0709,-1.1014,-1.7072,2.131,-0.2201,0.3313,-1.1348,-0.5286],[-4.2593,1.0718,10.4019,17.0471,-0.3283,-1.1681,-0.6535,-0.1877,-0.0906,-0.9661,-0.306],[-3.6502,0.2598,10.161,16.0738,-1.2784,-0.7378,-0.1813,-0.5942,0.0589,-1.0704,-0.4293],[-4.171,-0.2316,6.0343,12.9908,-0.8532,-1.294,1.911,-1.0342,0.288,-0.8805,-0.2352],[-2.893,-0.9257,10.4467,18.2437,-1.1919,-0.9572,2.8153,0.1541,0.5405,-0.793,-0.0757],[-4.096,-0.3689,8.1068,12.3726,-1.6791,-0.8204,-0.9242,-0.6853,-0.0861,-1.2448,0.0763],[-2.9467,0.1857,9.5672,14.2613,-2.1166,-0.5977,-1.6265,-1.057,0.0326,-1.69,0.0698]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=version_diff>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=new>\n039\n</parameter>\n<parameter=old>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"selection-611402-0219","set":"selection","cohort":"need_clarification","family":"job_priority","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please increase a job priority by a numeric amount.\nJob identifier: \"071\". Priority adjustment: not provided.\nUnrelated archived note: birch_578, reference 033. These are not inputs to this request.","tools":[{"function":{"description":"Increase a job priority by a numeric amount. Inert synthetic operation.","name":"increase_priority","parameters":{"additionalProperties":false,"properties":{"amount":{"description":"Priority adjustment","type":"integer"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"job":{"description":"Job identifier","type":"string"}},"required":["job","amount"],"type":"object"}},"type":"function"},{"function":{"description":"Decrease a job priority by a numeric amount. Inert synthetic operation.","name":"decrease_priority","parameters":{"additionalProperties":false,"properties":{"amount":{"description":"Priority adjustment","type":"integer"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"job":{"description":"Job identifier","type":"string"}},"required":["job","amount"],"type":"object"}},"type":"function"}],"prompt_tokens":586,"decision":{"rms":0.3798840868304053,"sumsq":147.77438149321824,"hb":[-0.03936,-0.03426,-1.78704,0.03111,-1.28967,0.03151,-0.52911],"lse":23.315796681630033,"logits":[12.03,14.151,12.481,12.055,11.357,10.048,7.85,7.614,10.942,11.301,10.752,15.88,12.15,10.08,13.087,10.559,8.884,9.395,10.954,9.426,20.478,9.748,10.545,14.064,12.356,12.092,10.002,8.642,11.864,9.665,8.871,13.448,14.236,8.979,11.736,9.532,8.682,11.903,9.017,10.318,12.717,9.245,7.825,11.499,3.936,7.122,1.865,12.536,6.821,13.296,4.809,9.928,8.559,7.666,8.282,6.124,9.383,11.784,11.678,7.401,6.341,14.789,4.29,7.464,8.981,11.756,4.904,8.659,2.57,17.651,8.542,7.71,9.756,0.804,7.246,3.662,8.71,6.031,9.224,9.383,8.923,9.856,6.743,7.657,9.629,6.619,7.213,3.859,8.708,11.196,0.166,4.266,15.972,11.242,3.995,7.033,12.434,-2.641,2.895,2.74,7.343,7.917,0.696,7.648,0.548,12.562,10.089,4.478,7.036,10.721,6.755,10.56,4.655,7.641,6.713,10.61,16.157,6.23,5.596,8.956,12.092,9.728,13.619,13.928,12.775,12.567,3.605,10.395,9.87,7.456,1.254,7.093,3.959,6.613,11.512,7.424,3.601,13.244,4.312,8.597,7.577,13.842,14.461,4.829,1.442,6.446,11.608,-0.926,16.888,2.223,-0.937,9.721,5.692,6.374,4.677,10.251,7.027,7.741,6.96,8.714,7.208,4.575,8.939,-0.824,7.535,4.78,8.915,5.461,-5.722,9.727,11.224,11.378,13.413,4.89,8.089,6.508,8.4,5.447,12.153,6.813,6.115,3.151,4.431,5.652,8.045,17.389,6.979,10.742,-0.916,10.381,9.454,3.365,11.738,10.919,5.455,4.402,8.367,11.908,9.196,1.946,5.989,12.169,5.469,3.046,12.114,6.496,10.569,7.996,4.211,10.45,2.125,12.792,16.423,3.243,6.808,3.794,-4.788,4.178,3.443,3.186,8.682,7.654,6.581,3.543,-0.69,5.503,8.579,4.122,0.253,2.395,10.418,-0.674,2.281,5.746,7.927,9.549,2.699,7.686,4.321,7.591,6.271,3.412,2.088,4.195,5.956,12.008,0.38,-3.576,9.172,9.354,1.106,11.61,8.405,7.856,4.865,-0.254,11.188,13.315,6.112,12.043,8.617,10.134,4.851,2.241,5.012,6.046,2.768,8.94,5.792,12.943,0.32,2.86,1.284,1.27,0.405,7.89,8.971,4.779,6.142,1.139,12.807,10.031,0.769,5.103,4.018,9.362,-2.917,8.536,12.393,10.402,8.799,5.512,11.71,8.171,8.151,8.799,10.174,9.985,13.243,7.199,10.393,6.285,5.953,9.22,5.835,4.162,5.305,11.033,2.053,9.787,6.537,3.889,13.573,5.481,-0.52,-2.214,8.425,5.966,-4.226,0.02,2.502,11.91,7.697,6.454,7.296,8.517,-4.166,-2.672,7.062,8.583,16.082,8.575,2.133,9.97,14.579,5.806,10.242,2.849,2.879,5.187,-2.836,11.131,11.982,11.108,8.088,3.731,8.086,5.756,8.098,3.855,12.4,4.562,0.166,4.756,10.263,12.518,8.267,11.904,9.334,9.603,0.402,3.623,0.997,1.223,12.76,12.09,12.22,4.464,2.768,5.852,9.324,10.637,1.587,6.134,11.294,4.547,4.493,11.339,7.628,13.287,4.402,-1.926,13.026,2.695,9.327,4.257,2.821,3.974,10.866,13.846,2.549,13.752,3.671,13.027,-0.685,10.573,7.81,2.963,1.458,1.767,4.494,-3.453,5.842,1.777,10.37,0.04,8.065,13.3,-2.013,1.42,11.176,6.777,1.134,6.608,9.174,9.78,-0.405,11.489,5.57,8.77,12.238,10.349,2.98,7.99,4.722,8.925,4.821,1.321,13.206,-1.066,11.632,10.547,5.497,5.472,1.671,5.685,7.227,4.971,14.047,13.115,8.491,5.898,6.811,6.032,1.208,4.09,11.202,1.961,11.282,2.415,6.928,2.078,9.56,-1.345,4.668,2.95,9.449,5.155,4.467,0.88,1.024,10.961,10.97,5.64,8.334,2.674,0.916,2.97,7.135,8.487,6.664,11.893,6.575,-1.259,1.161,1.061,1.856,6.179,3.769,3.214,9.418,6.605,9.245,0.141,5.976,10.107,-0.883,7.415,15.312,7.357,6.008,7.147,5.697,9.966,5.642,6.125,13.065,0.524,7.882,2.191,6.021,1.479,2.902,5.596,-0.711,5.033,0.141,6.062,11.025,14.024,2.73,9.381,-1.428,3.965,8.221,3.225,8.739,14.934,4.661,6.435,8.424,0.933,1.689,-2.523,6.019,6.113,1.325,-1.202,0.11,7.673,6.043,5.116,4.88,4.54,5.113,6.415,7.375,4.078,3.011,6.888,3.443,3.316,2.979,10.583,0.408,5.257,9.837,6.172,6.307,6.052,1.953,5.371,-1.998,1.296,8.451,9.684,5.183,12.192,3.735,6.048,7.896,3.864,-2.085,2.118,9.198,10.735,7.739,3.356,8.136,2.516,0.025,10.938,7.328,9.516,2.125,5.783,-2.557,5.015,7.319,0.747,2.023,6.671,10.787,-0.798,3.244,1.932,5.827,-0.087,9.758,-0.315,8.874,9.424,-3.118,4.715,11.639,-1.69,2.356,2.15,7.064,12.04,2.65,6.204,6.614,3.185,10.9,9.876,-0.119,-0.883,-3.773,0.866,6.862,10.602,8.157,7.986,-1.961,6.424,2.988,8.112,3.719,5.425,8.736,5.573,4.674,3.625,4.244,12.284,5.399,9.992,-1.426,5.017,6.286,1.54,1.951,2.853,8.685,10.592,6.794,-0.237,-0.039,7.153,9.476,-0.643,5.723,5.195,9.292,7.548,5.67,-3.744,3.347,2.166,0.183,1.821,7.751,7.667,-2.344,1.985,-1.612,11.712,-1.22,4.373,7.424,3.28,5.218,9.076,2.759,6.087,7.645,-1.648,6.094,9.354,-3.602,-0.421,1.622,5.372,1.402,6.412,7.463,7.002,0.853,3.357,3.348,2.792,5.895,8.493,1.861,0.62,-0.492,9.828,4.283,8.715,11.843,5.498,10.268,6.541,4.731,4.752,-0.907,3.369,6.094,0.9,5.127,3.917,-0.307,-0.23,11.718,-2.629,6.691,2.727,-0.549,5.825,7.442,-0.954,8.553,11.589,2.138,1.395,6.625,6.82,4.621,3.267,4.83,0.855,4.988,0.739,2.159,13.526,-0.626,7.109,7.604,5.178,5.173,1.52,4.251,5.814,0.287,8.419,7.906,2.932,12.302,2.518,4.189,6.022,6.739,2.808,6.178,2.714,2.575,0.713,6.287,2.609,0.378,7.127,0.958,-0.662,6.69,1.641,-4.778,0.207,8.672,0.333,3.3,-2.322,4.271,10.399,6.001,2.235,-0.009,0.89,-1.414,2.052,-0.474,-2.59,4.629,8.565,-0.791,-1.33,2.652,10.009,3.082,6.142,12.422,-2.683,5.054,5.408,10.669,6.516,8.505,-2.342,2.698,0.945,9.668,-2.108,-0.582,4.087,3.583,-1.754,-1.76,-1.476,0.508,-0.998,2.379,4.038,-0.997,8.54,4.895,1.352,-3.085,-0.484,-1.214,0.711,2.399,4.034,3.658,0.173,5.488,1.641,6.274,2.786,-1.385,2.03,-1.063,3.772,3.09,5.686,3.734,4.089,0.525,3.721,-1.75,1.828,0.993,-3.404,2.764,2.832,1.44,-0.944,2.353,-0.565,1.824,12.705,11.008,1.502,3.263,2.84,3.546,5.43,1.657,-0.514,2.359,1.805,-0.939,0.409,-1.641,-5.316,4.391,-0.487,3.158,0.189,2.41,-1.365,-1.484,5.71,-0.5,-0.082,-0.132,1.312,1.296,-1.184,-0.102,-2.206,2.776,1.356,1.109,0.785,1.088,0.173,2.603,3.264,0.692,-0.458,-0.385,-1.017,-0.39,1.591,2.86,1.912,3.934,0.888,-2.099,-2.729,4.687,2.908,1.634,2.462,2.885,3.778,0.479,-0.913,1.192,-1.533,0.2,3.924,-0.004,2.87,0.998,5.54,2.269,1.99,5.079,3.044,0.538,3.887,-2.658,-0.596,0.255,2.325,2.505,-0.306,0.76,3.62,-3.234,-1.899,3.637,-0.068,-0.148,0.541,2.778,4.873,-2.033,4.209,-0.388,3.231,2.67,0.379,1.428,-2.074,4.821,3.051,0.398,2.792,-2.942,0.88,0.748,4.917,-0.285,1.798,0.493,2.891,-0.334,-0.763,4.465,1.863,3.853,1.051,-1.674,4.107,-1.438,-1.858,-1.621,-3.746,1.691,-0.559,-0.385,-1.521,0.178,-1.359,0.262,5.347,4.787,-1.592,1.193,1.396,-0.428,0.421,0.198,3.487,1.529,0.123,6.173,1.954,1.936,2.724,5.585,-0.375,2.492,-2.091,0.95,-0.665,0.172,-0.258,-2.244,-1.643,2.852,3.336,-0.513,2.545,3.894,3.394,0.256,3.044,2.229,2.463,3.111,0.547,2.833,3.139,-2.409,-1.666,-1.091,0.137,-1.947,-1.214,-0.072,-0.473,2.525,-4.177,1.263,1.848,-1.822,-0.801,3.405,3.686,-1.21,4.452,3.931,1.362,-4.037,10.932,23.235,10.374,11.785,11.882,16.158,13.101],"base_top":[[248058,23.235],[40,20.478],[760,17.651],[3928,17.389],[2665,16.888],[5328,16.423],[248068,16.158],[1919,16.157],[12189,16.082],[1206,15.972]]},"positions":{"tokens":[248058,198,27,1628,65109,19339,36899,29,198,27,15704,28,8534,29,198,15,22,16,198,510,15704,29,198,27,15704,28,5856,29,198,16,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=in","crease","_priority",">","\n","<","parameter","=","job",">","\n","0","7","1","\n","</","parameter",">","\n","<","parameter","=","amount",">","\n","1","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[0.6802,0.9565,-1.2715,-0.914,-1.989,1.3046,0.0314,0.0666,0.1224,-0.527,0.0405],[-3.7876,0.6874,7.6781,14.703,-0.9938,-1.8535,1.1677,-0.7747,0.0752,-0.4791,-0.4258],[-4.3786,-0.5343,11.3698,18.5466,-1.6598,-0.0623,-0.1479,-0.3629,-0.0002,-0.7715,-0.1726],[-2.0021,-1.0248,10.1139,16.0632,-2.4881,0.5706,1.2811,-0.7611,-0.1423,-0.4771,0.0705],[-1.9387,-1.6516,7.92,14.0553,-2.9624,0.5799,-0.8274,-0.5371,-0.2553,-0.7897,0.4587],[-2.4285,-1.6402,9.4486,16.5657,-1.6804,-0.3176,-1.7014,-0.8693,-0.5322,-1.0183,0.1526],[-3.4448,-1.3393,10.5383,20.555,-2.2156,0.3343,1.5914,-0.697,0.007,-1.1733,0.691],[-5.6222,-0.5645,9.8757,21.538,-1.6125,-0.9117,1.2869,-0.5129,-0.0952,-1.0054,0.3473],[-4.9832,0.8493,10.9852,21.7468,-2.6744,-2.0027,2.3248,-0.1754,0.0498,-0.8072,0.0206],[-4.3559,0.4582,12.2554,17.393,-2.418,-1.3586,0.1376,-0.397,-0.1647,-1.0065,0.08],[-0.9705,-0.4192,11.1549,17.8403,-3.5565,-1.1696,2.121,-0.6321,-0.2052,-0.8465,0.0285],[-1.7098,-0.2991,10.4682,17.9897,-3.7319,-1.8945,-1.5612,-0.5021,-0.0939,-1.0647,0.5754],[-1.3687,-0.4403,12.4731,15.5587,-2.562,-1.7387,-1.1855,-1.0766,-0.1031,-1.2039,0.0933],[-3.6162,-2.0976,10.6908,22.4308,-3.2124,-2.0232,0.0922,-0.6989,-0.1318,-1.4426,0.2307],[-3.7966,-1.2969,14.1706,21.5312,-3.6268,-0.3192,0.9118,-0.4952,0.2672,-1.2101,-0.1119],[-2.5578,-1.3467,17.7438,18.3519,-2.6589,-0.0545,-2.0958,-0.2647,0.0357,-1.1051,-0.1847],[-3.5818,-1.4448,13.8387,21.4466,-0.1092,-0.8601,-0.4612,-0.8244,0.125,-1.3304,-0.5924],[-3.3736,-1.8245,13.8367,22.251,-0.7831,-0.88,-0.773,-0.852,0.2543,-1.8104,-0.2428],[-4.4963,-1.1563,10.9538,21.4198,-1.5713,-2.3874,2.1534,-0.411,0.3111,-1.3283,-0.2298],[-4.3483,-1.0024,12.662,20.0438,-2.1817,-1.1054,1.1229,-0.2177,0.2301,-1.1666,-0.4764],[-2.7687,0.2634,11.0572,16.211,-1.3102,-0.9474,1.2371,-0.3649,0.0121,-0.5999,-0.4372],[-3.2533,0.4804,9.1342,21.0687,-0.9547,-3.1937,2.4232,-0.8655,0.3642,-1.1337,-0.0237],[-3.0363,-0.7121,9.2666,20.686,-0.5587,-0.0941,2.0216,-0.3852,0.1268,-0.8655,0.1211],[-2.6216,0.6744,9.519,16.6098,-1.0697,-2.0295,1.4436,-0.6464,-0.0713,-1.0054,-0.2249],[-0.5291,-0.6648,11.0005,18.3049,-2.9428,-1.5762,2.6911,-0.6859,-0.1659,-0.7682,0.0307],[-1.0841,-0.3886,10.1565,18.6011,-3.3696,-2.0536,0.0468,-0.4274,-0.0871,-1.0308,0.3913],[-0.6341,-0.5234,12.7151,17.2924,-1.7653,-1.9954,-0.014,-1.1315,-0.1038,-1.2265,-0.1925],[-0.106,1.1036,8.1598,17.4434,-0.7153,-2.0746,1.1972,-0.8893,-0.1349,-1.221,0.0225],[0.007,0.802,11.0577,17.0714,-1.9711,-1.3113,1.2316,-0.1326,0.043,-1.0643,-0.2885],[1.1111,0.9215,13.4029,12.1462,-1.0343,-1.0906,-0.3235,0.1702,0.1699,-0.8209,-0.1375],[-1.7216,-0.4556,11.2812,19.0976,-1.7737,-1.6447,0.1834,-0.6713,0.2291,-1.5832,-0.2447],[-3.0746,-1.5054,12.3528,18.4375,-2.2172,-1.5456,0.4174,-0.3907,0.2856,-1.2693,-0.5018],[-2.0926,-0.4566,11.4915,16.1055,-2.006,-1.0831,1.0761,-0.4933,0.1816,-0.5079,-0.5592],[-3.0149,0.5517,9.0758,20.6145,-0.9217,-2.6974,0.833,-0.883,0.2115,-1.2292,0.0098],[-2.6776,-0.9141,8.7292,20.1475,-1.0604,0.1089,3.0498,-0.4245,0.0739,-1.2022,0.1367],[-3.3847,0.5526,10.0776,16.3743,-1.2723,-0.711,0.2405,-0.7229,-0.2872,-1.1826,-0.0934],[-4.0605,-0.0012,9.802,17.071,-1.9035,-0.2818,-0.8831,-0.9401,0.0443,-1.2274,-0.3134],[-4.3145,-0.1255,5.5863,12.4946,-0.6909,-2.0395,2.0532,-1.1294,0.2916,-0.8013,-0.1673],[-4.4918,-2.8938,9.6871,18.0718,-1.0957,0.0829,3.197,0.1447,0.2147,-0.825,0.0904],[-4.4846,-0.1982,8.3317,12.7053,-2.0764,-0.9256,-0.6911,-0.5988,-0.0657,-1.0966,0.1979],[-2.9514,0.2393,9.6342,13.3953,-2.4817,-0.4748,-1.9809,-0.9716,-0.0951,-1.652,0.1304]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=increase_priority>\n<parameter=job>\n071\n</parameter>\n<parameter=amount>\n1\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"INENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":40,"identical_to_original":false},"v2":{"run":"p21_v2_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p40_v3_sel_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"selection-611402-0209","set":"selection","cohort":"valid_call","family":"tree_scope","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> direct_children {\"node\": \"maple_981\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: list immediate children of a tree node.\nTree node identifier: \"maple_981\".\nUnrelated archived note: birch_206, reference 088. These are not inputs to this request.","tools":[{"function":{"description":"List immediate children of a tree node. Inert synthetic operation.","name":"direct_children","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"node":{"description":"Tree node identifier","type":"string"}},"required":["node"],"type":"object"}},"type":"function"},{"function":{"description":"List every descendant of a tree node. Inert synthetic operation.","name":"all_descendants","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"node":{"description":"Tree node identifier","type":"string"}},"required":["node"],"type":"object"}},"type":"function"}],"prompt_tokens":549,"decision":{"rms":0.41081732947178046,"sumsq":172.82035527098924,"hb":[-0.01366,-0.06531,-2.19815,0.09656,-1.64092,0.09543,-0.61441],"lse":23.730999485571804,"logits":[13.349,12.508,11.304,11.812,11.384,10.67,8.016,8.494,11.676,11.535,10.484,16.228,11.595,10.519,13.783,10.544,8.666,9.274,11.442,9.279,19.351,11.077,10.829,12.762,11.959,11.253,9.577,8.823,11.287,9.778,9.695,13.846,14.927,8.456,12.04,8.507,9.236,12.111,9.875,10.245,11.079,10.208,8.563,11.46,3.456,6.875,1.63,12.428,4.897,12.977,5.265,8.418,9.192,8.638,7.492,5.443,9.142,12.566,11.189,6.77,6.971,13.988,3.865,7.98,9.957,13.141,5.161,9.115,2.422,17.537,7.662,6.268,8.69,-1.1,8.036,2.802,14.015,7.468,7.982,9.718,8.437,9.35,7.615,7.736,9.915,6.183,6.767,4.991,9.548,12.888,1.994,5.202,16.689,12.054,3.888,6.86,13.168,-2.588,3.821,3.994,7.163,7.167,1.399,7.816,0.434,12.841,10.985,4.295,8.144,9.076,6.23,9.595,4.786,5.486,7.062,11.219,15.39,6.246,6.66,7.434,12.874,9.718,13.179,13.171,13.03,10.669,3.784,11.9,8.863,9.302,1.884,7.692,3.144,7.253,11.779,7.457,4.182,14.335,4.535,9.853,8.629,14.163,12.151,4.652,0.585,8.766,11.793,0.686,15.152,2.804,-1.463,8.442,7.309,7.17,5.818,8.83,7.078,8.627,9.395,9.196,8.64,5.135,10.338,0.284,7.869,4.603,8.964,4.681,-5.776,9.471,12.511,11.128,12.184,6.744,8.708,5.946,6.04,6.307,10.568,8.968,5.689,3.984,5.701,3.807,8.349,16.334,5.179,10.74,-1.975,9.572,9.781,6.361,12.395,11.622,5.507,4.537,8.601,10.449,8.89,1.822,6.055,12.144,6.728,4.617,12.923,8.707,10.323,7.173,5.376,11.086,1.389,11.145,13.92,2.757,7.321,5.46,-5.847,0.849,4.942,3.735,7.4,8.341,6.584,4.779,0.662,5.023,7.217,5.081,0.99,4.065,10.875,-0.828,2.987,5.252,8.185,10.704,2.928,10.26,6.504,7.957,6.043,3.926,3.653,3.366,5.966,12.669,0.408,-4.986,7.004,9.15,-0.349,11.439,9.754,8.921,5.16,-3.244,11.621,11.32,7.788,11.734,8.679,10.123,5.414,0.395,4.65,5.111,2.156,10.728,6.596,15.078,1.933,2.865,1.148,0.81,2.609,6.867,6.837,5.876,7.341,0.153,9.772,8.629,0.076,5.763,3.776,6.906,-1.961,7.491,12.819,11.211,7.576,6.739,10.735,7.255,7.564,10.044,8.841,10.98,14.375,9.144,10.672,5.656,5.917,9.225,6.609,5.417,5.485,10.041,1.146,9.729,6.968,5.48,12.335,4.485,-0.717,-2.216,8.686,7.32,-5.054,-0.132,3.959,10.005,7.441,7.046,8.978,10.153,-2.97,-2.743,7.283,8.644,15.133,9.657,2.451,10.316,12.789,6.648,9.886,2.031,3.436,5.624,-1.239,11.319,11.455,12.139,9.509,3.506,8.505,3.236,7.655,1.647,9.387,4.793,-0.904,7.478,10.231,12.688,6.724,10.941,10.138,8.266,1.046,4.479,-0.89,1.133,11.823,8.96,11.985,5.548,2.885,4.429,8.67,10.537,0.488,5.757,10.828,4.806,4.628,11.264,8.769,12.964,4.888,-3.177,13.567,4.414,7.522,3.797,1.316,2.299,7.782,10.795,3.097,10.97,5.645,11.833,-0.073,9.056,7.039,1.939,1.523,1.841,3.685,-3.434,5.527,2.09,10.788,1.223,8.617,10.529,-2.252,3.276,10.385,8.248,-0.928,5.27,8.795,9.191,-2.278,12.226,6.173,9.496,7.43,10.819,4.272,8.597,5.943,9.981,4.932,1.793,13.108,-0.601,13.35,8.178,3.512,4.705,2.905,5.334,6.899,6.506,11.281,11.115,8.481,6.509,8.025,4.757,1.653,4.765,9.966,0.258,11.586,2.068,7.136,-0.517,9.824,-1.829,3.871,3.701,9.752,5.785,6.09,0.132,1.72,10.467,9.553,6.268,8.101,2.499,0.443,2.561,8.208,6.727,7.582,11.955,6.705,0.533,2.943,0.885,1.216,6.353,6.179,2.147,7.311,5.9,9.279,0.717,6.258,10.071,-0.008,7.84,15.99,9.288,5.913,5.074,7.397,9.035,6.067,5.835,11.421,1.508,7.416,3.036,9.409,1.929,4.048,5.699,0.807,4.039,-0.894,5.93,9.599,12.6,2.174,8.595,0.831,3.694,8.324,4.418,7.451,13.985,4.478,6.352,8.96,2.066,1.118,-2.667,4.671,6.272,1.009,-1.661,0.01,7.753,5.537,4.569,3.669,6.586,3.497,4.142,6.633,4.098,3.522,5.66,4.305,0.508,0.684,9.415,2.049,3.757,11.051,7.405,5.397,5.77,1.602,5.671,-1.151,1.936,5.905,9.398,4.504,10.316,2.098,8.768,8.763,5.392,0.29,1.347,8.22,10.763,6.615,2.526,8.275,2.353,0.273,5.468,4.31,8.976,1.87,4.171,-1.814,5.956,6.969,-0.206,2.718,6.723,8.764,-0.207,3.563,1.177,7.031,0.371,10.599,-0.168,10.6,8.17,-1.625,4.181,8.5,-1.29,2.041,3.73,5.713,12.067,1.847,7.29,7.089,3.922,11.583,10.308,-0.03,-0.526,-3.715,0.386,6.121,8.664,7.817,7.973,-2.529,6.697,3.146,7.722,4.23,6.146,9.741,5.111,3.94,2.643,5.355,11.892,4.857,10.598,-2.783,4.423,4.61,2.288,2.895,3.014,9.24,10.727,6.344,0.801,0.9,4.469,9.583,0.0,4.464,6.464,5.822,7.522,6.01,-2.319,1.945,1.777,-1.126,1.628,7.278,7.98,-2.838,1.472,-1.668,10.148,-1.479,3.365,7.87,6.477,6.873,8.895,2.78,6.156,7.292,-1.113,5.525,10.185,-4.076,-0.598,0.84,6.202,2.09,6.435,7.918,7.516,0.628,2.872,4.132,3.189,5.848,9.451,2.254,2.281,-0.08,9.833,4.313,7.975,5.489,5.768,9.549,6.438,3.45,5.866,1.769,3.513,5.731,1.494,4.797,2.554,-0.126,1.217,14.66,-0.869,5.751,1.926,-0.79,4.96,7.391,-0.926,7.376,11.133,1.813,1.622,4.259,5.127,5.986,2.924,4.431,1.074,4.866,3.156,2.512,8.295,0.439,6.674,8.694,5.001,4.44,-1.09,3.801,3.382,1.257,8.205,7.739,3.027,12.776,1.529,3.51,5.973,6.631,3.631,6.849,2.406,1.134,2.93,6.62,1.679,-0.404,7.684,-1.542,-0.035,6.189,3.408,-3.442,3.201,5.495,2.142,2.254,-3.057,1.872,10.749,5.222,4.229,-1.694,0.841,-0.005,2.801,-1.069,-3.321,5.093,7.3,0.843,-1.199,1.917,6.744,0.975,6.6,11.435,-2.438,4.771,5.665,5.799,4.09,7.802,-1.64,2.761,0.385,9.007,-0.962,-0.356,6.403,3.208,1.168,-0.942,0.882,3.275,0.602,2.272,5.116,0.362,7.6,5.257,2.156,-1.629,-1.072,-1.805,2.104,1.643,2.756,3.79,0.482,6.369,0.315,7.226,2.165,0.053,1.249,0.114,3.715,2.51,3.963,4.148,4.089,-0.026,2.555,-0.901,2.637,2.684,-3.989,2.006,2.122,1.545,1.838,2.585,-0.242,2.062,12.351,9.234,3.594,3.091,3.755,2.753,4.614,1.286,0.024,1.783,6.277,-0.79,-0.964,-0.44,-2.975,4.527,0.375,3.164,0.197,3.612,-0.259,-0.931,3.458,-0.452,-0.41,0.871,1.501,2.057,0.413,-0.974,-0.276,3.561,0.322,1.864,-0.03,0.212,0.423,2.339,1.445,1.512,0.37,-1.084,0.837,-0.749,1.348,2.1,1.721,4.9,3.082,-2.122,-1.298,5.195,3.724,0.632,0.037,3.303,4.572,0.779,-1.659,1.785,-1.546,-0.336,3.131,-0.729,1.867,1.211,6.172,2.332,2.922,4.057,3.544,-0.357,3.662,-2.874,1.797,0.508,0.931,4.101,1.233,0.996,2.346,-3.259,-0.675,3.251,1.049,-0.343,1.155,1.878,3.347,-2.362,6.374,0.02,4.018,2.351,1.036,1.221,-0.979,5.031,1.728,-0.15,3.531,-1.418,-0.071,1.174,5.924,0.132,2.7,-0.644,2.462,0.276,-1.149,5.134,3.467,2.359,0.22,0.6,1.015,-2.669,-2.214,-0.323,-5.21,2.341,-2.407,-0.032,-2.506,0.598,-0.446,0.607,6.233,3.055,-0.339,3.653,2.403,-1.676,0.01,0.366,4.475,1.759,-1.234,6.085,1.47,1.735,2.926,4.034,1.374,2.247,-2.864,1.896,-0.159,-1.081,0.373,-3.537,-1.808,3.663,3.282,1.406,3.592,3.782,2.474,0.231,3.215,0.863,-0.209,5.117,1.559,3.723,4.278,-1.107,-2.218,-2.186,1.028,-1.917,-2.156,0.497,-0.66,2.453,-2.841,1.826,1.294,-1.413,-0.899,1.532,4.672,0.385,4.078,4.666,3.218,-4.689,10.729,23.709,11.598,12.918,12.131,16.135,14.466],"base_top":[[248058,23.709],[40,19.351],[760,17.537],[1206,16.689],[3928,16.334],[27,16.228],[248068,16.135],[27775,15.99],[1919,15.39],[2665,15.152]]},"positions":{"tokens":[248058,198,27,1628,28,19194,30185,29,198,27,15704,76443,29,198,2117,273,62,24,23,16,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","direct","_children",">","\n","<","parameter","=node",">","\n","map","le","_","9","8","1","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.2808,-0.6701,0.4537,-0.7,-1.6106,0.8145,-0.6275,0.2017,0.0486,-0.6165,0.0313],[-3.6824,0.5902,8.0441,15.2301,-1.116,-1.6769,2.1147,-0.6733,0.0866,-0.5792,-0.363],[-4.1507,-0.2227,11.4922,18.0537,-2.28,-0.7029,-0.5639,-0.1724,-0.0984,-0.7373,-0.0897],[-1.6928,-0.1359,10.5402,16.6388,-3.2147,-0.099,0.6637,-0.6317,-0.2583,-0.6607,0.0902],[-1.7813,-0.5146,9.7921,18.1756,-3.3932,-0.2116,-2.1979,-0.4153,-0.1801,-0.8321,0.5079],[-1.223,-0.4241,11.8225,16.4148,-1.827,-0.683,-1.8967,-1.1087,-0.0869,-1.0967,0.0145],[-3.0759,-2.1153,9.9849,19.791,-1.4432,1.0525,-0.1397,-1.0266,-0.2368,-0.9732,0.2393],[-4.8483,-1.7562,10.3741,20.5294,-1.2234,-1.094,0.5777,-0.5444,-0.3028,-1.2589,0.4442],[-5.0306,0.1272,10.0336,20.3288,-2.6216,-1.7505,1.8552,-0.3258,-0.0651,-1.1282,0.0792],[-4.9387,0.0294,11.0356,16.3711,-2.2154,-1.0668,0.1769,-0.2991,-0.2833,-1.2178,0.0723],[-1.2107,-0.6829,9.3426,16.025,-3.3533,-0.9522,3.1385,-0.3021,-0.3185,-0.9635,0.1076],[-1.9719,-0.2697,9.6393,17.2614,-3.933,-1.573,-0.7061,-0.5496,-0.272,-1.2514,0.4739],[-4.6085,-2.6308,11.8772,22.2239,-2.3672,-2.9738,0.5177,-0.6973,-0.2119,-1.2983,0.1755],[-3.9752,-1.794,16.3202,20.0173,-3.3191,-1.261,2.3021,-0.2098,0.2373,-1.2601,0.0765],[-1.9406,-1.6069,19.9037,15.6579,-1.5134,-1.4635,-0.9336,-0.4975,0.1743,-1.298,0.0681],[-3.1667,-1.3952,13.7368,20.7624,-0.5328,-0.6527,-0.5708,-1.2902,0.3031,-1.326,0.179],[-4.219,-1.56,12.9966,22.278,-2.3473,-0.2453,0.8601,-1.1843,0.1524,-1.2723,0.0076],[-2.7716,-2.6553,16.1398,20.8059,-2.1285,-1.4958,-0.4526,-0.5164,0.029,-1.4445,-0.4877],[-3.7616,-2.5005,13.2003,20.4145,0.3283,-1.1649,-0.1508,-1.1877,-0.0931,-1.4685,-0.3234],[-3.7768,-1.2974,13.6597,22.1866,-0.8475,-1.0709,0.1836,-1.5099,0.2182,-1.5941,-0.3939],[-4.1603,-1.0555,11.1941,21.4133,-0.492,-2.0144,0.2589,-0.5431,-0.0562,-1.1837,-0.1451],[-4.6774,-1.5433,12.536,19.8217,-1.3539,-1.1025,0.2582,-0.3258,0.0135,-1.2887,-0.3911],[-2.9556,0.1219,11.093,17.2123,-1.6454,-0.7972,0.6632,-0.2225,-0.1169,-0.5687,-0.4053],[-2.9644,0.1232,9.359,20.2003,-0.817,-2.6643,0.0674,-0.5873,0.1661,-1.0991,0.0021],[-2.0532,-1.052,10.4244,20.271,-0.9527,-0.5678,1.4079,-0.1608,-0.0471,-0.9765,-0.2007],[-3.2691,0.022,11.0813,16.9884,-1.2383,-1.0278,-0.2106,-0.4617,-0.2262,-1.1427,-0.2211],[-3.7896,-0.3388,11.3711,17.6621,-2.1146,-0.7095,-0.3914,-0.7246,0.0015,-1.0362,-0.3036],[-3.846,-0.0116,6.2969,13.4581,-0.7239,-2.0128,1.8795,-1.2777,0.2009,-0.9006,-0.1718],[-3.2549,-2.617,10.9314,17.117,-1.6086,-0.7166,1.8744,0.5421,0.2039,-0.5554,-0.3104],[-3.8829,-0.0059,9.5786,13.4582,-1.7253,-0.8866,-0.3494,-0.6988,-0.0339,-1.1845,0.2519],[-3.0146,-0.5988,10.1768,14.3065,-2.1764,-0.7449,-1.6667,-0.9335,-0.1076,-1.4934,0.0401]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=direct_children>\n<parameter=node>\nmaple_981\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=direct_children>\n<parameter=node>\nmaple_981\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=direct_children>\n<parameter=node>\nmaple_981\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=direct_children>\n<parameter=node>\nmaple_981\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"selection-611402-0183","set":"selection","cohort":"ambiguous","family":"inventory_adjustment","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_909, reference 064. These are not inputs to this request.\nPlease remove units from inventory.\nProduct code, preserving leading zeros: either \"068\" or \"0689\", with no preference specified. Number of units: 35.","tools":[{"function":{"description":"Add units to inventory. Inert synthetic operation.","name":"fx_89910","parameters":{"additionalProperties":false,"properties":{"p_1_29":{"description":"Product code, preserving leading zeros","type":"string"},"p_2_55":{"description":"Number of units","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_29","p_2_55"],"type":"object"}},"type":"function"},{"function":{"description":"Remove units from inventory. Inert synthetic operation.","name":"fx_49690","parameters":{"additionalProperties":false,"properties":{"p_1_29":{"description":"Product code, preserving leading zeros","type":"string"},"p_2_55":{"description":"Number of units","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_29","p_2_55"],"type":"object"}},"type":"function"}],"prompt_tokens":653,"decision":{"rms":0.374403962776606,"sumsq":143.541583199054,"hb":[-0.06762,-0.05265,-1.95536,0.07358,-1.45646,0.17014,-0.53969],"lse":23.45878684934981,"logits":[13.311,12.833,13.157,12.991,12.566,12.532,9.689,9.134,12.039,11.741,11.953,16.454,10.841,11.055,14.165,10.944,9.552,12.526,11.585,10.013,20.495,9.89,11.633,13.357,14.045,12.77,10.881,9.708,12.765,9.432,10.138,14.195,12.817,8.17,12.702,12.234,9.622,12.414,9.064,10.35,12.223,9.036,8.141,11.823,4.685,6.807,0.855,11.68,6.461,13.723,5.541,9.489,9.046,6.876,8.672,6.419,8.702,12.009,10.712,6.29,7.606,13.938,6.198,8.756,10.098,11.62,5.405,10.564,2.305,16.939,9.392,6.798,8.938,-1.155,8.834,2.427,10.096,6.131,8.582,9.104,10.164,9.613,7.603,8.816,11.1,6.409,7.899,5.404,9.298,12.158,1.39,5.261,15.945,11.557,4.113,6.96,12.336,-3.128,3.931,3.635,6.452,8.262,-0.887,7.581,-0.232,13.798,9.652,3.976,8.354,11.197,8.235,9.48,5.784,5.575,7.959,10.969,14.905,5.549,7.993,8.798,11.704,10.585,12.231,13.737,12.233,11.175,2.254,12.218,11.503,9.334,1.562,6.861,3.767,5.796,11.734,6.599,3.399,13.447,5.088,9.39,8.296,13.804,11.785,4.005,-0.34,6.328,11.847,1.538,15.441,3.11,-1.067,10.845,6.814,7.354,4.203,9.424,6.025,8.448,9.261,11.736,7.914,2.849,9.283,-0.817,8.338,4.767,8.459,7.3,-5.159,10.144,11.541,10.706,12.583,8.0,9.551,5.933,6.396,7.975,11.746,7.587,7.887,3.415,8.588,3.518,8.342,15.185,5.833,10.909,-2.067,10.167,10.203,1.854,10.639,13.666,5.341,4.07,9.956,9.809,13.886,1.915,7.423,12.077,6.111,3.898,11.831,6.935,9.753,7.288,5.85,11.867,2.143,12.045,15.606,3.735,7.024,4.552,-4.201,1.418,4.731,4.811,7.692,8.024,8.299,3.798,-2.71,6.672,7.43,4.539,1.108,3.771,10.147,-1.416,2.038,6.913,8.31,12.311,3.851,9.335,7.245,9.055,7.243,4.659,3.001,3.185,4.1,11.909,-0.207,-3.651,7.471,9.407,-0.491,12.445,8.245,8.278,4.607,-3.069,12.229,13.041,6.763,11.35,9.062,10.73,5.817,2.724,5.217,6.631,8.611,9.347,4.277,13.92,-0.231,4.058,1.076,-0.01,0.772,7.384,7.981,6.206,7.264,-0.032,10.35,9.919,1.027,4.575,6.996,9.708,-1.34,7.382,10.613,12.177,8.101,5.937,9.992,8.024,8.18,9.915,8.171,10.584,13.702,8.538,11.099,6.653,7.023,8.816,5.335,4.93,5.328,10.888,1.341,10.253,7.709,3.473,13.165,4.247,-2.191,-2.449,8.168,8.421,-4.637,0.309,4.487,9.442,9.147,7.269,9.064,10.257,-4.42,-3.269,7.16,8.977,14.461,8.425,1.613,9.76,13.053,6.107,10.013,2.214,2.316,6.32,-2.642,10.752,12.499,11.643,9.314,4.724,8.298,4.124,5.799,1.439,9.538,4.606,-2.587,5.319,10.072,12.673,6.887,10.203,8.934,9.508,0.653,3.941,-0.623,0.248,12.358,10.615,11.943,4.877,4.406,3.784,10.661,10.716,1.856,6.04,10.235,5.329,5.862,9.571,7.069,13.33,5.359,-2.651,14.689,3.36,9.378,6.007,1.185,3.386,9.594,11.875,3.488,10.652,3.914,11.143,-0.138,10.271,8.022,2.443,1.508,1.492,4.586,-3.426,6.427,1.235,10.381,1.785,9.635,11.23,-1.61,2.489,11.789,8.29,0.863,5.004,9.268,8.897,-1.696,11.866,8.275,8.968,8.663,11.889,1.706,6.669,9.3,9.912,3.959,1.334,12.118,-0.031,12.839,9.015,2.854,5.856,1.789,5.429,8.33,5.782,13.406,11.758,8.352,6.135,8.217,5.287,3.076,3.85,11.078,0.245,12.196,1.258,7.619,-0.684,11.135,-2.148,3.372,3.079,9.534,5.972,5.605,0.635,2.672,10.579,9.498,5.412,7.918,2.837,0.514,1.762,7.613,8.737,6.553,12.841,7.784,-0.229,2.303,1.606,1.54,6.899,4.864,3.438,8.609,5.648,10.213,-0.916,6.31,9.382,-1.169,7.757,16.026,9.253,6.12,5.782,7.062,8.823,7.086,5.596,11.371,-0.146,7.856,1.229,5.593,1.231,3.664,6.787,-0.635,3.73,-1.199,6.036,13.167,13.72,1.939,9.027,0.601,2.18,8.805,3.342,7.608,12.946,5.712,7.221,8.501,1.03,2.792,-1.229,5.344,6.641,0.118,-1.4,0.645,6.738,4.443,4.981,3.821,5.388,4.508,6.97,7.557,3.249,4.854,6.556,4.522,1.813,0.233,9.741,0.54,6.303,10.37,6.18,5.466,7.486,2.741,7.004,-2.84,1.887,8.052,10.943,5.285,10.35,2.334,7.994,9.339,4.488,-1.497,2.207,7.279,9.324,5.874,2.716,9.937,2.588,-1.175,5.998,4.574,8.796,2.652,3.598,-3.578,4.604,5.833,0.853,2.583,6.696,9.341,-1.646,2.941,0.74,6.196,0.428,10.669,-1.335,10.108,10.295,-2.002,4.53,9.942,-1.991,2.969,2.639,6.156,13.866,1.219,6.408,8.562,3.758,11.378,9.381,1.916,-2.092,-2.796,-0.168,7.916,10.124,8.752,7.803,-0.904,5.531,1.747,8.169,3.825,6.421,10.659,5.124,4.738,1.25,6.165,11.552,3.912,8.391,-2.304,3.88,5.041,1.066,2.088,2.112,7.699,11.238,6.213,-1.149,0.472,5.02,10.882,0.409,5.165,6.691,7.111,7.53,5.805,-1.827,2.454,3.929,-0.25,1.775,9.372,6.818,-3.989,0.721,-1.177,11.685,-0.946,3.385,8.333,5.579,6.636,13.217,1.657,5.617,7.542,-2.259,5.749,9.812,-3.978,-1.269,2.628,6.295,0.357,7.064,7.597,6.159,0.447,3.374,3.247,1.796,6.554,10.711,1.279,2.679,-2.631,10.397,6.632,9.027,6.033,6.069,10.494,6.918,3.084,5.326,0.879,2.484,6.521,0.365,6.104,2.812,-0.563,-0.237,12.078,-1.934,6.122,2.926,-0.624,5.503,8.835,-1.575,7.218,12.493,2.243,1.043,4.497,4.963,3.945,2.196,4.366,3.249,3.697,2.271,1.959,9.307,-0.316,9.728,7.828,4.27,3.725,-0.504,4.434,6.225,0.933,8.183,7.629,1.27,11.901,2.099,3.395,5.295,5.892,4.095,7.999,3.629,0.27,2.923,6.142,2.357,-1.883,9.378,-1.782,1.05,6.543,2.419,-3.587,2.415,7.598,0.668,2.925,-1.781,2.083,9.096,5.124,2.474,0.098,1.782,-0.641,3.352,-0.193,-3.724,7.179,7.786,1.553,-0.719,3.007,8.468,2.347,8.84,10.994,-1.4,4.442,6.168,5.481,4.481,10.59,-2.406,4.124,1.083,8.528,0.977,0.227,5.549,1.984,-0.066,-0.342,-1.404,0.763,0.14,2.161,4.242,-1.129,4.99,2.612,1.721,-2.436,-2.033,-1.295,0.612,3.528,1.622,2.852,-0.25,3.81,1.561,5.478,2.538,0.132,0.753,1.565,3.019,0.595,4.355,2.943,3.096,-0.237,3.022,-0.526,1.582,0.084,-3.729,2.006,1.489,1.629,1.946,0.128,-0.299,1.152,12.885,9.424,2.422,4.408,2.066,2.519,3.626,-0.081,-1.368,3.452,2.59,-1.31,1.034,-0.18,-5.3,3.879,-1.32,0.928,-0.922,1.907,-0.655,-2.301,3.72,-1.78,-0.869,0.415,0.912,1.05,-0.563,-1.403,-1.317,1.899,2.273,-0.055,0.71,-0.047,-1.289,0.94,1.63,0.572,-0.828,-3.636,-1.282,0.204,0.748,1.903,1.999,3.171,1.303,-2.627,-3.365,4.582,3.031,-1.241,1.378,3.09,3.861,0.421,-2.349,1.23,-0.392,0.094,3.334,-0.63,2.283,2.394,5.643,1.192,1.246,3.435,2.923,-1.048,4.585,-1.826,-0.526,-0.223,-0.008,3.377,0.767,0.792,3.308,-3.642,-1.511,3.567,0.729,-0.239,1.715,1.286,3.113,-0.136,3.608,-1.181,1.912,1.479,0.346,0.059,-1.882,4.344,0.333,0.629,3.063,-3.521,-1.097,2.748,4.073,0.181,1.591,0.626,3.434,0.093,-0.331,4.549,3.152,3.209,0.476,-0.048,2.914,-2.506,-0.982,-1.967,-3.68,1.096,-1.971,0.145,-3.126,0.39,-0.705,0.692,5.839,2.67,-0.293,1.54,1.377,-0.443,0.195,1.809,4.648,1.922,-0.565,4.892,0.674,1.705,2.739,2.999,-1.489,2.839,-2.839,2.914,-0.53,-0.021,-1.037,-2.644,-0.519,3.286,2.365,0.095,4.036,5.086,3.537,0.466,2.739,1.986,1.894,5.261,0.563,4.046,3.268,-1.525,-1.501,-1.644,0.698,-2.896,-2.499,-0.695,-0.753,1.665,-4.023,0.971,1.68,-0.984,-1.81,3.394,2.38,-0.257,1.524,3.431,0.929,-4.515,10.18,23.395,11.007,11.875,11.491,15.654,13.685],"base_top":[[248058,23.395],[40,20.495],[760,16.939],[27,16.454],[27775,16.026],[1206,15.945],[248068,15.654],[5328,15.606],[2665,15.441],[3928,15.185]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,19,24,21,24,15,29,198,27,15704,16874,62,16,62,17,24,29,198,15,21,23,198,510,15704,29,198,27,15704,16874,62,17,62,20,20,29,198,18,20,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","4","9","6","9","0",">","\n","<","parameter","=p","_","1","_","2","9",">","\n","0","6","8","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","5","5",">","\n","3","5","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.0474,-0.4888,-0.3028,0.3685,-1.8846,0.8389,-0.6637,0.0068,0.0921,-0.7987,-0.0427],[-3.9541,0.996,7.3523,14.195,-1.0884,-1.7727,1.9474,-0.869,0.1104,-0.5013,-0.3655],[-4.692,-0.6593,10.8589,18.1896,-1.2951,-0.652,0.1725,-0.2488,0.1355,-0.8341,-0.1724],[-2.5582,-1.5516,10.2873,16.8239,-1.9426,-0.9415,1.0326,-0.844,0.0601,-0.57,-0.0618],[-2.5676,-1.8859,10.7248,16.1093,-2.1016,-1.1821,-1.2868,-0.5131,0.312,-1.1339,0.5927],[-1.2863,-2.8705,9.3741,15.4357,-0.8895,-0.705,0.3037,-0.8609,0.5803,-1.2799,0.0694],[-2.7198,-1.181,11.8714,21.1404,-1.7707,0.5867,-1.1281,-1.3548,0.4355,-1.5668,0.0679],[-1.6102,-1.8981,15.6112,19.9291,-0.3133,-0.0461,-2.222,-0.8409,0.2859,-1.7342,-0.3808],[-3.4575,-1.7751,14.3507,21.4006,-0.8892,-3.3431,-1.0868,-1.2097,-0.096,-1.477,-0.3832],[-2.5861,-1.7825,12.7687,19.8385,-2.0664,-3.4556,-1.0815,-1.329,0.1382,-1.5121,-0.6384],[-2.6647,-2.7169,12.4079,17.8305,-0.7146,-1.3891,-0.2209,-1.0506,-0.131,-1.585,-0.3711],[-3.2625,-0.5505,11.8255,21.9637,-0.3852,-1.6725,-0.8173,-1.6508,0.1058,-1.4267,-0.2536],[-5.1285,-0.8706,10.5144,22.9016,-1.1528,-2.3303,0.4233,-0.7269,0.0443,-1.1406,-0.1199],[-5.3248,0.3614,10.3799,21.4818,-1.5752,-2.0633,1.1008,0.0083,0.1917,-0.826,-0.4444],[-4.8348,-0.3867,11.0098,18.2337,-1.7007,-1.4288,-0.4688,-0.2601,-0.134,-1.0744,-0.2004],[-1.2448,-0.9694,10.4826,18.531,-2.3456,-1.6588,2.6658,-0.3954,-0.0648,-1.099,-0.5205],[-2.1033,-1.432,9.9867,20.3525,-2.5303,-1.1157,-1.4251,-0.7427,-0.0234,-1.1579,0.1243],[-3.6057,-0.347,10.0757,21.4207,-2.2353,-1.4305,0.5044,-1.0941,0.1449,-1.4751,-0.1955],[-2.8812,-1.7581,14.9504,22.6862,-2.6419,-1.2304,-0.3928,-0.5563,0.2226,-1.5764,-0.6033],[-3.8113,-1.9912,10.7244,21.798,-2.9813,-1.0936,0.535,-1.6717,0.232,-1.9805,-0.1466],[-2.9482,-2.5691,14.5879,20.9657,-3.0873,-1.4142,-0.7927,-1.0345,0.2399,-1.6976,-0.6354],[-3.4652,-1.7341,12.3872,21.5176,-0.7491,-1.8435,-0.2845,-1.139,-0.1001,-1.6962,-0.296],[-3.1546,-0.5541,11.4531,22.3184,-1.3719,-2.2141,0.0394,-1.0125,0.0204,-1.6339,-0.1787],[-2.8834,-0.4177,13.8494,20.1706,-2.6602,-1.3478,1.5552,-0.501,0.2869,-1.1845,-0.4184],[-1.6619,-0.4979,17.0013,16.8634,-1.1383,-1.2768,-2.0018,-0.3972,0.1019,-1.2873,-0.3748],[-2.5405,-0.6267,14.6117,20.3249,-0.4066,-2.0458,-0.5278,-1.014,0.0346,-1.2499,-0.4044],[-2.3335,-1.0487,13.5467,18.0998,-0.13,-0.117,-0.6156,-1.0042,0.2237,-1.7901,-0.3748],[-2.9539,-0.2018,12.5908,20.0669,-1.4918,-2.0112,-0.2095,-0.8643,0.0956,-1.609,-0.377],[-3.73,-0.7578,12.2215,18.2598,-2.3158,-1.3403,0.6359,-0.7627,0.3412,-1.2996,-0.6381],[-2.4108,0.1702,10.8885,15.831,-1.7118,-0.975,0.7493,-0.6525,0.117,-0.6256,-0.686],[-5.415,0.5695,8.8022,21.4721,-0.8928,-3.5409,0.8897,-1.1146,0.2216,-1.1197,-0.3088],[-3.4933,-0.8454,11.7315,22.0955,-1.8566,-0.8644,1.2511,-0.3176,0.2813,-1.2538,-0.0598],[-4.7163,-0.1872,10.6258,19.1857,-1.6906,-1.3211,-0.0603,-0.388,-0.1671,-0.878,-0.3588],[-1.4409,-1.2208,11.0766,19.2895,-2.7625,-1.3685,2.3073,-0.778,0.0892,-0.9213,-0.3905],[-2.4694,-1.5159,9.7929,20.9206,-2.7412,-1.2559,-1.2466,-0.7896,0.0868,-1.1819,0.0671],[-4.1416,-0.8839,10.805,21.8759,-2.5952,-1.8519,0.1653,-1.0545,0.3517,-1.2364,-0.1395],[-3.3586,-2.3385,15.0556,22.2985,-2.5175,-1.4905,-0.3796,-0.621,0.2424,-1.3818,-0.6712],[-3.7811,-1.8307,11.5188,22.3324,-2.1851,-1.8242,0.0529,-1.5134,0.2505,-1.8668,-0.182],[-3.0675,-2.6597,15.7847,21.3751,-2.3269,-2.8396,-1.5938,-0.9312,0.154,-1.4388,-0.7679],[-3.0644,-1.2727,12.2983,21.8437,-1.2403,-3.7817,-0.7977,-1.2073,0.1226,-1.2979,-0.5733],[-4.7793,-0.5742,11.4762,22.5102,-2.5218,-3.0253,2.3042,-0.8048,0.1522,-1.1394,-0.2056],[-4.1821,-0.9785,13.319,21.0289,-3.0887,-1.8169,2.194,-0.3671,0.3508,-0.8663,-0.4647],[-2.7004,-1.558,17.6349,18.8335,-1.876,-1.3794,-1.4893,-0.3646,0.2439,-1.0726,-0.1216],[-2.9914,-0.8301,13.3587,21.3105,-1.1437,-2.6888,-1.5657,-0.7883,0.3963,-1.0905,-0.4713],[-4.5197,-0.5446,11.7182,21.7452,-1.9845,-1.8555,-0.1908,-0.4557,0.1024,-1.0372,-0.2637],[-4.1616,-1.4024,11.8744,19.3577,-1.8254,-0.5715,0.5499,-0.4663,0.1984,-1.2548,-0.4041],[-2.7782,0.1113,11.8936,17.4771,-1.9456,-0.7943,1.1436,-0.8795,0.1251,-0.7676,-0.6145],[-3.6263,0.6202,8.5395,20.3976,-0.9544,-2.6242,0.7947,-0.9858,0.2155,-1.1191,-0.1129],[-2.6298,-0.1652,8.903,20.0695,-0.6214,-0.5472,2.0806,-0.24,0.0948,-1.0596,-0.2864],[-3.2554,0.403,9.1372,16.4115,-0.7615,-0.5594,-0.3284,-0.7906,-0.0728,-1.2813,-0.3378],[-1.1502,-0.9312,10.3323,17.8669,-2.4968,-1.2143,2.3441,-0.427,-0.0579,-0.6554,-0.4202],[-2.281,-1.538,9.6058,20.8177,-2.1382,-1.8274,-1.7262,-0.7131,-0.1002,-1.0696,-0.0788],[-2.3045,0.2099,10.1578,19.5131,-1.4835,-3.1523,-0.6565,-0.774,0.0824,-1.3287,-0.223],[-3.8795,-1.3051,10.5217,22.0029,-0.6696,-2.3847,-0.3498,-1.0787,-0.0424,-1.678,-0.1755],[-2.5776,-0.8672,12.7476,20.0663,-2.0677,-1.8594,0.7788,-0.2588,-0.078,-1.3053,-0.1444],[-0.9935,-0.4665,16.2277,16.6549,-0.9562,-1.8957,-1.4663,-0.6683,-0.0364,-1.5122,-0.2314],[-3.9879,-0.4176,10.3806,22.4283,-1.2669,-1.7248,0.689,-0.5424,0.1387,-1.4982,-0.3123],[-4.2557,-1.3975,12.1653,18.8016,-1.7499,-0.7167,0.6763,-0.5957,0.3201,-1.305,-0.6558],[-2.5784,-0.227,11.5334,16.3863,-1.6125,-0.7461,1.0131,-0.8366,0.1985,-0.672,-0.7153],[-4.2027,0.2859,7.8726,18.7833,-0.3109,-2.2318,0.5736,-0.7914,0.3551,-1.142,-0.1186],[-4.3811,-0.2564,10.4012,21.1148,-0.8636,-1.5434,1.1311,-0.2365,0.3212,-0.9348,-0.4552],[-5.1387,0.4407,11.2967,18.0766,-0.6738,-0.6221,-0.7278,-0.4564,0.0886,-0.8838,-0.196],[-3.6987,0.4022,10.514,17.2227,-1.4677,-0.9474,-0.4608,-0.9887,0.1986,-0.8878,-0.2111],[-4.4836,0.1105,5.877,13.616,-0.5224,-2.2288,2.2276,-1.4059,0.2052,-0.9079,-0.0573],[-4.6297,-1.7015,9.3585,17.9404,-1.4682,-1.3046,2.7112,-0.327,0.2675,-1.0384,-0.0238],[-4.8978,-0.4959,7.5041,12.4671,-1.205,-1.3396,0.8211,-0.8457,-0.1542,-1.1933,0.0787],[-4.2091,0.1625,7.6456,11.7449,-2.4647,-0.8228,-1.294,-1.2649,0.0944,-1.5043,0.1067]]},"outputs":{"original":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_49690>\n<parameter=p_1_29>\n068\n</parameter>\n<parameter=p_2_55>\n35\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p13_sel_both","raw_output":"<tool_call>\n<function=fx_49690>\n<parameter=p_1_29>\n068\n</parameter>\n<parameter=p_2_55>\n35\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p21_v2_sel_both","raw_output":"<tool_call>\n<function=fx_49690>\n<parameter=p_1_29>\n068\n</parameter>\n<parameter=p_2_55>\n35\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p40_v3_sel_both","raw_output":"<tool_call>\n<function=fx_49690>\n<parameter=p_1_29>\n068\n</parameter>\n<parameter=p_2_55>\n35\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0239-renamed-611403","set":"renamed_A","cohort":"ambiguous","family":"unit_conversion","action":"clarify","ambiguous":true,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_356, reference 022. These are not inputs to this request.\nCarry out this request: convert a length in feet to meters.\nNumeric length in the input unit: either \"18\" or \"189\", with no preference specified.","tools":[{"function":{"description":"Convert a length in meters to feet. Inert synthetic operation.","name":"cobalt","parameters":{"additionalProperties":false,"properties":{"cipher":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"quartz":{"description":"Numeric length in the input unit","type":"integer"}},"required":["quartz"],"type":"object"}},"type":"function"},{"function":{"description":"Convert a length in feet to meters. Inert synthetic operation.","name":"parcel","parameters":{"additionalProperties":false,"properties":{"cipher":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"quartz":{"description":"Numeric length in the input unit","type":"integer"}},"required":["quartz"],"type":"object"}},"type":"function"}],"prompt_tokens":568,"decision":{"rms":0.4044215471193207,"sumsq":167.4811266809702,"hb":[0.02762,-0.10209,-1.9376,0.19082,-1.39346,-0.08135,-0.52477],"lse":22.577792599615478,"logits":[14.068,13.585,13.327,17.066,14.567,13.088,12.254,11.538,12.132,12.943,13.379,16.286,11.687,10.469,14.803,10.173,9.145,10.995,10.83,9.317,19.149,10.868,13.854,14.119,11.933,11.649,10.423,9.466,13.493,9.928,9.985,13.74,12.915,8.582,13.343,10.805,9.292,10.648,9.945,13.872,12.097,9.489,8.741,10.59,4.952,7.281,1.546,11.428,6.82,14.118,3.981,7.698,8.727,8.073,12.027,6.829,9.787,13.661,11.413,6.937,7.325,13.849,4.021,7.714,8.641,11.277,4.753,8.998,-0.008,17.966,6.653,7.997,9.254,-1.099,8.004,4.098,9.067,6.945,7.681,10.376,9.547,8.216,6.39,9.267,13.889,5.258,7.714,6.852,8.782,11.105,2.924,5.096,16.447,12.057,4.683,7.092,12.109,-1.467,3.434,3.924,5.774,7.636,-1.258,6.141,-0.789,13.243,9.461,4.988,7.266,10.82,7.416,10.844,5.43,5.263,7.445,10.88,14.273,5.55,7.042,6.638,11.874,11.551,13.027,13.301,12.486,10.395,4.107,10.773,7.783,9.984,1.497,7.387,5.072,6.684,12.647,6.03,3.965,14.03,4.608,9.181,7.553,13.173,10.685,4.429,0.406,6.093,12.345,1.555,14.97,2.276,-1.378,11.08,7.21,7.894,6.985,10.414,7.224,8.688,9.216,9.953,8.091,3.036,9.055,-3.007,7.114,4.438,8.527,6.726,-4.872,8.826,12.681,10.632,12.319,7.814,8.226,7.63,7.499,5.732,13.175,6.93,7.218,5.466,8.061,5.067,6.611,15.23,6.111,9.961,-1.464,9.314,9.795,3.734,11.62,12.684,5.309,5.423,7.897,10.07,8.348,4.157,5.611,11.134,6.54,3.547,12.321,7.175,9.995,6.933,6.722,13.465,3.839,10.735,13.436,4.591,5.886,7.942,-6.375,0.152,5.65,2.26,6.328,7.577,6.418,3.676,-1.374,7.519,6.843,4.617,2.58,3.86,11.763,-1.877,3.263,5.948,8.663,9.813,3.971,10.835,6.382,7.904,12.482,5.786,3.011,2.798,4.337,10.906,1.488,-2.686,8.143,8.06,-1.46,9.619,8.294,9.293,7.24,-2.439,10.638,11.06,7.639,11.871,8.859,9.727,3.731,1.701,5.624,7.85,2.523,9.307,5.944,13.498,0.21,6.396,1.117,0.707,3.199,8.939,10.49,5.939,7.906,-0.956,9.95,9.682,-0.161,5.499,5.26,8.051,-0.632,6.496,11.547,10.609,8.003,6.687,9.375,6.852,8.979,9.416,8.907,11.233,14.079,10.451,9.646,5.604,7.695,8.009,6.554,5.091,6.766,9.836,1.484,10.786,7.888,4.973,13.286,4.484,-0.972,-1.314,9.07,7.195,-4.37,-2.092,5.59,9.985,13.407,9.627,10.178,10.083,-3.12,-0.523,8.378,9.002,14.652,7.823,1.2,11.548,12.122,7.338,10.524,3.568,3.328,6.348,-0.962,9.793,11.468,11.881,11.061,3.479,8.588,4.782,6.085,2.239,8.407,4.788,-2.814,4.684,8.038,12.078,8.369,11.099,10.603,7.902,2.896,6.805,-2.48,-0.364,10.541,10.549,12.278,4.614,2.401,2.636,8.258,9.237,1.933,8.063,10.027,4.16,5.113,9.627,8.315,12.724,4.31,-1.768,15.604,2.575,9.17,4.028,2.791,1.799,9.038,9.823,4.589,9.152,3.784,10.47,-0.918,9.423,7.822,4.708,2.05,1.658,2.976,-3.242,5.864,4.361,10.536,0.582,8.949,10.05,-1.631,1.894,11.659,8.366,1.607,4.474,8.778,7.997,-2.546,11.092,9.78,9.959,5.648,13.974,1.023,7.973,8.224,9.136,4.13,-0.663,12.21,-0.734,11.706,6.848,2.659,4.687,4.492,5.913,8.273,7.042,11.594,10.633,8.684,8.33,6.564,5.405,3.997,5.809,10.4,0.119,11.373,3.115,8.653,-0.161,8.357,-2.022,5.268,3.219,10.125,5.862,7.287,0.427,3.168,9.784,10.532,5.654,9.028,2.368,-0.016,0.747,9.07,8.22,7.447,11.816,9.62,-2.266,2.963,3.822,1.495,6.917,7.196,1.969,6.684,5.214,8.775,0.727,8.092,9.732,-2.488,7.889,15.834,8.644,6.355,6.659,8.983,7.892,4.969,4.032,10.904,0.937,7.31,2.558,6.856,2.055,3.589,5.452,2.012,3.36,2.11,5.851,9.228,11.853,5.473,8.858,-0.062,2.294,7.459,3.327,8.11,12.558,7.492,7.833,8.596,3.419,3.351,-1.243,6.433,8.31,-0.05,-0.691,0.775,7.223,3.625,4.625,4.128,5.594,4.995,10.497,7.694,3.584,6.095,7.282,5.116,0.895,0.727,8.48,1.071,6.2,9.494,7.033,6.788,6.46,3.859,7.52,-2.294,1.238,6.828,10.959,3.964,11.15,3.986,7.185,9.92,4.16,-1.495,0.906,6.689,9.168,6.866,2.217,8.348,1.577,1.289,5.965,3.34,8.303,4.735,4.343,-2.259,7.25,8.601,2.505,1.847,7.021,8.587,0.184,2.158,-0.462,6.805,1.007,7.98,-0.353,11.846,7.733,-1.05,7.313,7.631,0.312,3.608,2.812,3.392,11.919,3.009,7.666,9.021,4.572,11.108,9.809,1.621,-0.612,-2.464,0.236,7.713,8.642,7.341,7.222,0.147,7.564,3.059,8.9,4.393,7.412,9.342,4.161,4.928,0.817,6.183,11.219,4.676,7.518,-1.956,2.72,5.105,2.029,3.611,4.439,8.476,11.586,7.021,1.085,0.809,4.644,11.083,0.352,5.872,8.108,6.732,7.643,6.734,0.044,4.034,1.412,-0.86,3.852,9.558,9.162,-3.455,1.63,-0.388,12.407,-3.034,3.293,8.192,7.355,7.535,8.323,2.079,7.87,7.2,0.397,7.802,10.759,-5.846,-0.547,2.571,6.7,0.194,7.55,8.954,6.052,0.45,3.904,2.83,2.116,6.548,9.53,1.1,2.35,-0.915,10.531,6.253,10.723,7.114,5.967,9.292,7.523,2.425,6.162,0.861,3.711,6.677,0.365,5.286,3.459,1.073,-0.125,12.262,-2.569,4.855,2.569,-0.921,5.767,7.216,-1.515,8.593,10.007,1.761,0.594,4.629,5.188,4.468,2.761,2.772,2.651,5.179,3.897,1.079,9.719,-2.032,8.348,8.38,4.187,5.513,0.603,1.994,5.157,-0.583,8.148,8.23,2.66,10.818,0.765,3.03,5.889,6.303,4.492,6.378,1.913,1.519,2.551,6.202,0.883,-0.611,9.313,-0.363,1.344,5.366,2.47,-1.038,1.852,5.479,0.836,3.225,-1.442,0.992,8.698,5.248,4.349,0.987,1.217,-0.019,2.698,-1.993,-3.468,6.689,7.272,0.742,-0.813,4.287,7.544,2.87,8.62,10.402,-2.075,3.938,6.171,6.095,3.615,8.801,-0.059,7.229,2.041,11.358,-1.757,-1.355,4.343,2.224,1.118,-0.648,0.983,0.87,0.709,2.831,4.977,-0.285,4.143,2.621,2.057,-0.774,-0.967,-1.391,1.063,3.266,1.049,3.782,1.493,4.766,0.189,5.38,1.392,0.123,3.727,-0.146,5.422,2.416,5.13,5.153,3.562,-1.257,3.196,0.135,0.964,2.347,-1.433,3.993,2.154,1.803,2.256,0.544,-1.107,2.392,12.232,7.983,3.066,3.531,3.898,5.783,4.661,-0.242,-0.616,1.186,2.91,-1.607,0.598,-0.16,-3.658,3.754,0.636,0.269,-0.403,2.069,-1.313,-1.791,3.254,-0.212,0.741,-0.72,-0.452,1.305,-1.622,-1.72,-0.871,3.106,0.874,0.466,0.676,-0.427,-0.204,2.696,4.026,0.344,-1.802,-2.646,1.683,-0.684,-0.757,1.88,2.516,4.809,1.444,-2.403,-1.945,4.019,6.101,-0.509,-0.047,4.464,3.337,-1.249,-0.681,0.968,-0.03,-1.673,3.462,0.173,1.833,3.775,6.391,2.107,2.432,3.672,3.128,-0.536,4.641,-3.847,2.458,-0.46,-1.135,4.235,0.979,1.909,2.105,-3.486,-0.37,3.969,0.874,-0.365,0.495,2.34,4.381,0.575,5.779,-0.169,2.378,0.373,2.737,-0.217,1.435,4.366,-0.238,0.041,3.661,-0.519,1.303,3.185,4.952,1.448,5.014,-0.35,3.535,1.299,-0.351,5.58,5.463,2.595,1.952,0.43,1.132,-1.72,-0.88,-1.905,-3.703,0.932,-0.875,0.628,-2.468,2.535,-0.861,0.425,7.586,3.77,3.546,2.168,3.849,1.304,1.024,0.633,3.045,0.95,0.79,4.334,1.352,3.499,3.009,2.812,0.628,4.05,-2.287,3.248,0.081,-1.242,0.053,-3.851,0.794,2.888,2.265,0.183,2.299,2.806,4.716,-0.18,4.148,1.303,1.737,5.153,0.343,3.824,3.352,-1.47,-1.358,0.153,1.005,-2.097,-1.249,-1.005,-2.19,1.168,-3.382,3.539,0.21,-0.647,0.606,1.812,3.065,0.238,3.052,4.668,2.393,-3.745,9.729,22.508,11.489,11.96,11.857,16.042,14.7],"base_top":[[248058,22.508],[40,19.149],[760,17.966],[16,17.066],[1206,16.447],[27,16.286],[248068,16.042],[27775,15.834],[15947,15.604],[3928,15.23]]},"positions":{"tokens":[248058,198,27,1628,18941,656,3045,29,198,27,15704,28,438,20932,29,198,16,23,198,510,15704,29,198,27,15704,18941,10245,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=c","ob","alt",">","\n","<","parameter","=","qu","artz",">","\n","1","8","\n","</","parameter",">","\n","<","parameter","=c","ipher",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.5433,-1.7227,1.7019,0.3371,-2.0715,1.429,-0.8412,0.0766,0.2209,-0.7685,0.055],[-4.8776,0.522,7.2021,14.0272,-0.8368,-1.8512,1.634,-0.7442,0.0556,-0.6274,-0.4265],[-4.9564,-0.9408,11.1224,17.8063,-2.3022,-0.6065,-1.0156,-0.2536,0.1708,-0.791,-0.2436],[-1.9168,-0.5924,9.3413,15.2722,-2.3407,-0.809,1.2228,-0.6531,-0.051,-0.5541,-0.1335],[-2.1212,-0.7468,9.0022,14.5461,-2.5768,-0.3668,-1.4514,-0.5532,-0.0358,-1.0499,0.1344],[-2.8278,0.2816,9.1627,12.1756,-1.9157,-0.3875,-1.9217,-0.4195,-0.1621,-0.9182,0.345],[-3.6006,-2.1067,9.7851,18.4415,-0.5233,-1.6579,-0.1943,-1.5379,-0.0683,-1.0988,-0.0056],[-4.42,-1.9215,11.0135,20.7071,-1.8378,-2.0161,0.1109,-0.9484,0.179,-1.0395,0.0519],[-4.5387,-1.3415,12.1957,21.5261,-2.3408,-2.1823,1.0788,-0.5276,0.3016,-1.2109,-0.2476],[-5.0486,-0.9651,12.3374,17.9277,-1.9056,-1.5118,-0.7967,-0.5248,-0.0339,-1.3069,-0.3136],[-0.9194,-1.6169,11.3819,18.317,-2.8131,-1.4891,2.8424,-0.7821,0.0636,-1.1765,-0.3341],[-1.5411,-1.8166,12.9109,20.0913,-3.7694,-1.6106,-1.5124,-0.7982,0.24,-1.4389,0.1505],[-1.2657,-1.8441,15.0477,16.9261,-2.8817,-1.8052,-1.7308,-1.1377,0.4258,-1.5155,-0.2724],[-2.3982,-1.3611,10.3561,16.3783,-1.8236,-0.4011,-0.8405,-1.006,-0.0288,-1.3354,-0.0984],[-4.3062,-0.9526,11.6745,22.3022,-2.0748,-1.9878,0.7788,-0.9365,0.1048,-1.5686,-0.1144],[-3.1358,-1.2895,14.0623,20.7914,-2.8991,-1.0358,1.8816,-0.6142,0.4213,-1.2375,-0.4531],[-1.4267,-1.8311,17.726,17.5792,-1.8846,0.056,-2.0448,-0.6352,0.3875,-1.144,-0.2652],[-2.1065,-1.8758,12.6867,17.3922,-0.6641,-0.6019,-1.0688,-1.0064,0.3187,-1.826,-0.337],[-3.7922,-1.0338,12.329,18.6043,-1.2144,-2.2697,-0.6782,-0.8554,0.2651,-1.6792,-0.2738],[-3.6768,-1.0271,12.7003,17.4994,-1.8122,-1.1309,0.5085,-0.6477,0.3576,-1.4392,-0.6933],[-2.8219,-0.085,11.4448,16.2925,-1.6325,-1.0412,1.0058,-0.535,0.1416,-0.5824,-0.7287],[-3.7431,0.114,8.4803,19.6775,-0.8236,-2.8487,1.1218,-0.8127,0.2467,-1.2392,-0.0299],[-3.7362,-1.5344,10.1874,17.8822,-1.7639,0.0491,1.2991,-0.7568,-0.0574,-1.4773,-0.0429],[-4.2564,-0.1389,10.2596,15.8122,-0.8827,-0.9255,1.039,-0.7101,0.0511,-1.1605,-0.2513],[-1.2362,-1.1021,9.2897,14.5886,-2.0492,-1.5098,3.3417,-0.2718,-0.0624,-1.1184,-0.1024],[-1.804,-0.6942,9.986,14.5135,-2.9077,-1.9629,-0.9594,-0.2157,0.0535,-1.3792,0.5225],[-1.0164,0.6694,7.5423,10.991,-2.8625,-0.6804,-1.089,-0.861,-0.1643,-1.2646,-0.0452],[-3.4409,-1.7783,10.9708,21.7503,-1.3113,-2.1699,0.5345,-1.0002,-0.0601,-1.6159,0.0027],[-2.8162,-1.3984,13.0061,20.0255,-2.7332,-1.6039,1.2137,-0.2763,-0.0154,-1.3707,-0.2119],[-1.437,-1.4131,16.3558,16.3413,-1.6127,-1.7252,-0.9195,-0.6608,0.0337,-1.4301,-0.2696],[-4.4904,-1.0203,10.5003,22.5107,-1.7522,-1.5936,1.711,-0.6375,0.24,-1.4027,-0.3917],[-4.748,-1.7242,12.6527,19.2343,-1.8287,-0.675,1.2382,-0.6049,0.3562,-1.3283,-0.6741],[-3.2315,-0.6085,11.4347,16.2518,-1.3927,-0.7819,1.8481,-0.5615,0.1849,-0.6355,-0.7289],[-3.7769,-0.2828,8.3025,19.7538,-0.2667,-2.4111,0.8606,-0.7653,0.3648,-1.0719,-0.1277],[-3.8486,-1.7918,10.4869,20.078,-2.0446,-0.9541,1.5839,-0.4462,0.232,-1.2606,-0.3148],[-5.015,-0.2202,10.9193,17.249,-0.7906,-0.6198,0.0873,-0.468,0.0673,-0.8996,-0.252],[-4.4899,-0.543,10.0858,16.9027,-1.6319,-0.6189,-0.6096,-0.623,0.0819,-0.7523,-0.4676],[-4.6204,0.0028,6.1807,12.5193,-0.5669,-2.1416,2.1687,-1.1998,0.2022,-0.7478,-0.2085],[-4.6139,-2.9861,9.3952,15.0381,-1.5984,-0.8686,2.7836,-0.1408,0.3279,-0.9196,-0.1317],[-4.9307,-1.0907,9.6303,12.9783,-1.8243,-0.9062,0.7699,-0.8921,0.0349,-1.2417,-0.0163],[-4.468,-0.0814,7.8919,12.1469,-2.4559,-1.2506,-1.3084,-1.1465,0.0404,-1.2966,0.063]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=cobalt>\n<parameter=quartz>\n18\n</parameter>\n<parameter=cipher>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=cobalt>\n<parameter=quartz>\n18\n</parameter>\n<parameter=cipher>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=cobalt>\n<parameter=quartz>\n18\n</parameter>\n<parameter=cipher>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=cobalt>\n<parameter=quartz>\n18\n</parameter>\n<parameter=cipher>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0075-renamed-611403","set":"renamed_A","cohort":"need_clarification","family":"record_retrieval","action":"clarify","ambiguous":false,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please find records whose text matches a query.\nSearch query or exact record identifier, as requested: not provided.\nUnrelated archived note: cedar_108, reference 095. These are not inputs to this request.","tools":[{"function":{"description":"Retrieve one record by its exact identifier. Inert synthetic operation.","name":"mosaic","parameters":{"additionalProperties":false,"properties":{"fern":{"description":"Search query or exact record identifier, as requested","type":"string"},"lumen":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["fern"],"type":"object"}},"type":"function"},{"function":{"description":"Find records whose text matches a query. Inert synthetic operation.","name":"sable","parameters":{"additionalProperties":false,"properties":{"fern":{"description":"Search query or exact record identifier, as requested","type":"string"},"lumen":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["fern"],"type":"object"}},"type":"function"}],"prompt_tokens":557,"decision":{"rms":0.3736559654475318,"sumsq":142.96860724687576,"hb":[-0.00827,-0.00167,-0.69333,0.2925,-0.27011,0.04701,-0.39044],"lse":20.433981092123112,"logits":[12.912,12.831,13.295,11.46,11.859,9.588,8.435,7.789,8.955,11.536,8.555,15.03,10.265,7.814,12.872,8.446,6.852,8.149,8.432,9.976,18.606,6.762,12.691,15.198,12.597,8.989,8.851,9.93,9.89,5.771,9.343,13.265,12.449,7.019,10.96,7.396,5.858,9.285,5.771,9.214,10.998,3.209,6.024,11.974,4.599,6.908,-1.342,7.539,6.321,14.08,2.012,6.082,7.141,6.769,6.15,4.233,8.446,12.891,11.106,5.978,4.546,12.546,0.578,5.992,8.448,9.248,5.495,10.098,0.453,17.252,13.143,13.903,8.943,6.018,8.736,3.628,6.701,8.205,8.4,7.801,7.631,7.787,7.773,6.707,7.542,8.889,7.521,2.421,9.898,8.824,0.182,4.921,13.223,10.402,9.165,5.784,9.237,-4.249,-0.638,1.46,5.399,8.125,0.566,9.38,2.427,12.45,8.512,0.683,2.487,7.239,5.139,10.699,5.51,5.514,6.163,7.72,14.62,1.71,6.419,11.971,8.862,8.455,10.828,12.41,12.872,11.046,3.602,8.269,7.125,7.774,1.433,4.885,2.406,3.844,10.44,14.178,8.273,12.894,1.75,6.077,7.515,13.307,14.535,2.452,2.172,7.167,11.266,-2.898,15.356,0.784,-4.216,7.484,7.057,6.737,1.351,7.79,4.971,5.008,3.94,8.183,7.37,3.869,8.576,-1.776,5.419,2.029,11.414,8.353,-4.258,11.948,10.252,10.028,11.346,4.82,6.144,9.43,17.596,5.497,10.617,7.504,5.2,1.723,5.346,0.901,7.076,16.888,3.742,6.402,3.471,8.746,9.255,3.917,11.38,9.402,7.922,2.877,8.631,13.185,8.037,4.823,4.739,11.973,3.907,1.63,9.589,9.554,13.515,12.974,1.984,8.679,3.944,12.766,14.451,2.438,8.156,4.502,-3.191,5.711,0.608,1.804,12.503,11.996,6.206,2.113,-1.466,7.974,9.876,1.943,-0.668,0.899,10.865,-0.617,-0.048,10.127,10.928,10.498,6.847,6.843,3.964,8.83,7.803,1.067,6.217,3.849,5.273,10.074,-1.214,1.047,12.202,6.594,0.945,12.879,6.771,10.611,1.805,4.858,9.472,11.363,5.374,11.181,12.137,9.115,2.058,0.123,2.22,13.504,2.592,7.025,3.546,10.181,0.033,4.037,-2.062,0.021,-1.361,13.049,8.29,3.614,6.162,1.049,16.953,5.14,-1.676,7.345,3.318,7.138,-1.999,9.684,7.895,11.655,7.729,4.771,11.549,12.716,7.423,11.17,12.735,10.428,11.91,2.501,8.977,6.616,4.71,8.147,4.573,4.163,13.133,10.789,0.596,8.654,7.276,4.39,14.25,2.321,-1.078,3.077,6.541,4.598,-1.441,2.687,2.353,6.212,6.171,6.779,5.98,8.395,-4.961,-6.098,8.91,9.589,15.064,6.672,0.436,9.941,13.087,1.662,9.84,0.898,2.161,4.135,-1.479,10.936,11.44,11.686,7.105,8.191,6.702,11.639,8.46,9.452,15.723,2.901,-1.694,0.105,12.135,11.664,2.651,11.32,9.073,7.619,-0.205,2.974,1.656,-0.07,13.008,14.38,10.188,4.325,0.053,6.281,5.121,11.641,0.314,5.542,9.971,3.575,5.066,9.59,9.825,11.708,-0.295,-3.555,11.769,-0.04,6.423,2.344,0.694,3.493,13.76,13.471,1.465,12.426,5.599,12.02,-1.907,9.689,5.071,0.533,0.998,5.218,6.577,-1.562,3.792,-0.498,6.658,-2.186,5.99,12.397,-3.587,1.821,6.387,5.168,5.958,5.397,7.394,7.761,-1.831,10.637,5.376,6.35,4.253,9.707,1.666,8.03,1.722,6.862,0.193,-0.449,12.735,0.748,11.9,7.069,9.298,8.561,0.219,7.238,6.041,6.42,17.105,11.587,8.731,14.099,6.105,5.869,0.035,8.273,8.453,-0.532,7.682,0.575,6.506,2.468,7.421,0.663,5.006,2.763,9.078,2.904,6.574,-1.468,1.992,9.392,9.812,5.906,9.54,4.594,-1.0,2.374,5.261,8.255,6.931,10.532,5.427,-2.132,2.309,1.848,-1.308,8.671,1.063,0.81,13.27,4.245,7.818,-1.197,6.685,10.051,-0.081,7.571,14.711,8.679,6.47,10.462,4.665,12.352,4.224,4.119,13.13,-0.62,6.084,-0.542,7.37,-0.085,4.767,2.266,4.407,3.172,-3.201,2.682,5.983,11.893,4.938,7.515,-1.615,8.128,6.291,4.211,9.795,11.006,9.197,6.137,4.611,-0.499,-0.659,-1.353,3.263,6.202,3.154,-2.516,1.984,5.672,4.292,4.35,2.533,1.105,7.289,3.686,7.433,3.014,0.628,7.529,4.714,5.237,-0.745,11.447,0.403,6.785,9.589,6.955,1.466,5.883,0.192,4.326,-2.558,-0.877,6.925,6.693,5.957,9.295,9.805,5.758,4.829,2.726,-2.336,2.557,7.062,9.059,7.912,1.513,5.679,4.844,-0.922,1.722,8.204,8.583,0.633,13.327,-4.449,6.314,5.088,2.733,1.397,5.508,13.967,-0.988,4.348,1.43,5.953,-1.178,6.427,0.051,8.045,11.301,-5.027,4.491,13.399,-2.791,5.182,-0.757,10.382,10.016,8.465,6.246,6.897,1.575,9.003,8.033,-2.742,-2.645,-4.304,-0.262,6.784,12.869,8.058,5.129,-2.969,7.528,5.417,8.719,7.481,5.759,9.558,8.577,4.404,2.418,3.215,9.79,5.097,8.45,-5.43,3.386,6.17,0.765,5.197,2.701,7.769,7.911,7.087,2.859,1.126,7.009,6.575,-1.532,6.202,7.203,3.547,7.447,4.77,-7.256,2.73,2.38,-0.14,2.786,4.451,7.744,0.37,3.164,-0.296,12.99,-2.453,10.658,6.367,3.23,3.149,6.409,1.693,3.111,5.733,-2.03,4.235,8.506,-3.908,-1.571,3.491,2.003,0.005,1.053,6.385,6.849,1.058,3.275,2.801,2.284,6.963,11.354,-0.613,2.039,4.469,9.834,3.888,7.87,3.408,8.618,9.595,5.855,4.334,3.663,-3.008,1.491,7.158,-1.331,5.537,2.158,6.569,-1.427,9.495,-1.876,3.835,7.773,-0.757,3.74,7.138,-1.088,7.241,6.374,6.152,0.689,8.043,9.842,4.223,6.739,4.579,1.248,4.012,-3.261,4.051,3.958,-0.886,3.842,3.024,1.426,6.57,5.356,-1.942,5.265,-1.903,7.753,7.134,1.829,9.022,4.128,4.321,6.089,3.401,2.854,5.617,0.752,4.564,2.504,6.252,1.494,-3.007,6.362,7.261,0.331,4.272,-3.397,-5.353,-0.519,10.65,1.601,8.072,-1.387,0.224,7.577,2.684,-1.059,2.207,-0.885,1.24,-0.23,0.586,-1.244,5.382,6.104,1.018,-1.461,2.975,4.501,0.763,4.421,11.186,-4.558,6.236,2.32,2.077,6.401,6.103,2.088,3.381,2.673,7.236,0.968,-0.634,1.352,-0.06,-6.766,-5.247,-0.56,-0.335,1.261,-0.287,4.042,-0.998,7.006,3.669,1.416,-3.617,-1.489,-1.632,0.396,1.953,1.022,7.149,-0.268,4.075,1.404,5.342,-0.382,0.354,-2.799,-1.449,3.649,1.124,4.293,1.888,4.759,-0.659,1.92,0.946,2.758,0.764,-2.801,-0.258,1.262,-0.212,-1.381,1.593,-4.197,0.295,7.328,7.75,0.712,0.577,2.009,6.847,5.449,-2.559,0.595,2.777,2.03,-0.492,0.804,-0.949,-2.65,5.235,-1.341,1.687,1.363,0.429,1.127,0.576,1.173,-0.943,0.017,1.413,-0.783,0.5,-2.557,0.825,-1.574,-0.019,-1.18,-1.556,1.579,0.578,-1.694,2.552,4.592,-0.311,-1.578,-0.218,1.455,1.881,0.312,0.98,2.508,1.111,1.487,-0.809,-5.205,7.529,3.14,0.013,2.169,2.668,3.617,-0.747,0.519,-0.607,-0.928,-4.318,4.832,0.231,1.054,2.113,4.802,-1.725,1.193,3.206,1.731,1.21,2.505,0.793,0.953,-2.554,0.019,-0.225,-0.355,-0.299,1.07,-2.581,-4.339,4.436,-0.74,-0.503,1.321,1.46,5.488,-2.854,6.405,2.415,1.728,-1.235,-0.084,0.595,-2.235,1.605,1.253,1.097,1.483,-0.522,-4.166,0.752,1.777,0.097,4.73,1.753,1.593,-0.391,-2.184,1.212,-2.567,6.226,2.792,0.511,2.288,-2.82,1.178,0.72,-0.492,3.845,-4.156,1.591,3.471,0.99,3.467,0.734,1.315,6.174,-0.102,0.394,3.561,1.227,0.119,0.608,3.335,-0.851,-1.378,6.67,-0.487,3.619,1.525,10.019,0.866,6.221,-1.545,1.048,-1.209,0.057,-1.229,-0.008,-2.339,-1.534,4.921,-0.988,1.315,1.407,0.45,-1.073,0.6,2.666,-1.023,3.2,-0.708,6.397,4.119,-0.948,-1.134,0.631,0.503,-1.919,-0.029,-1.045,-0.712,3.347,-0.98,8.161,2.268,-1.407,-1.682,7.537,3.536,1.885,0.785,5.342,-0.372,-0.812,9.532,19.719,9.936,9.967,10.074,16.372,13.202],"base_top":[[248058,19.719],[40,18.606],[3811,17.596],[760,17.252],[22916,17.105],[8725,16.953],[3928,16.888],[248068,16.372],[13662,15.723],[2665,15.356]]},"positions":{"tokens":[248058,198,27,1628,13744,470,29,198,27,15704,28,76041,29,198,1856,3766,198,510,15704,29,198,27,15704,39287,26994,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=s","able",">","\n","<","parameter","=","fern",">","\n","not"," provided","\n","</","parameter",">","\n","<","parameter","=l","umen",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.3404,1.1944,1.6625,0.8487,-2.3667,0.4882,-0.8936,-0.3319,0.1989,-1.0148,-0.2452],[-3.6226,0.5513,7.7904,15.3712,-1.1666,-1.589,1.1072,-0.913,0.1642,-0.758,-0.4137],[-3.2338,-0.1102,10.8926,18.1444,-1.8077,-0.1986,-0.8304,-0.379,0.0791,-0.8676,-0.1754],[-1.0241,-0.6618,11.0364,17.963,-2.1556,-0.0564,0.0151,-1.0327,0.0484,-0.7429,-0.1238],[-0.1824,-1.0498,10.8448,17.6137,-1.8274,0.1845,-2.0895,-0.7802,0.1469,-1.0509,0.1875],[-1.6623,-0.0248,12.3693,17.0855,0.0627,-2.5195,-1.835,-0.9539,0.2831,-0.7676,-0.0458],[-3.6431,-0.1884,10.215,21.1477,-0.9209,-1.6522,0.1666,-1.0489,0.0683,-1.2753,0.0387],[-3.3383,0.8097,10.5063,20.2403,-0.8668,-2.4051,1.4787,-0.1488,0.11,-0.8379,-0.5116],[-3.287,0.0812,10.3878,16.2158,-0.9245,-1.7167,-0.6994,-0.4662,-0.105,-1.3062,-0.3859],[0.3115,-0.4709,10.3289,16.712,-1.9811,-1.1678,2.1432,-0.5249,-0.321,-1.1454,-0.4331],[-0.3205,-0.521,11.6985,19.6569,-2.8575,-1.1951,-1.6638,-0.5289,-0.2397,-1.366,0.0565],[1.0093,0.632,13.9488,15.6472,-2.2527,-2.1514,-1.9249,-0.9642,0.0831,-1.2403,-0.3485],[-2.4466,-0.926,11.3783,20.6797,-1.8902,-2.3036,-0.6543,-0.9962,-0.1298,-1.6556,-0.192],[-0.2383,0.1845,12.9419,17.4565,-2.2779,-2.1723,-0.1089,-0.4384,0.1374,-1.3659,-0.351],[1.9163,0.2014,16.0996,10.576,-0.3115,-2.0869,-3.202,-0.2237,0.1096,-1.0882,-0.3601],[-0.5981,-0.9116,10.8263,19.4058,-0.5559,-1.3108,-0.3539,-0.9195,0.0652,-1.6319,-0.1518],[-0.6637,0.4212,9.0766,20.4325,-0.5283,-1.937,0.4987,-0.7831,0.0674,-1.9731,-0.1336],[-1.2643,-0.06,11.3154,18.4408,-1.1752,-0.8321,0.1007,-0.5357,0.4182,-1.4296,-0.4998],[-1.8146,1.3277,11.4037,17.3345,-1.5307,-0.714,0.4076,-0.4535,0.0814,-0.7269,-0.621],[-3.3388,0.2405,8.6296,20.4428,-1.5718,-2.1251,0.7092,-0.724,0.212,-1.3812,-0.2209],[-1.4154,-0.6814,9.6777,19.9887,-0.4226,0.17,0.9917,-0.0477,0.2202,-1.2571,-0.2594],[-2.8463,0.4166,9.5492,16.9029,-1.1231,-0.2776,-0.4385,-0.6571,0.0579,-1.4112,-0.3336],[-0.7987,-0.2384,10.6845,18.7142,-2.9141,-0.6115,2.1443,-0.5916,-0.0721,-1.1921,-0.541],[-1.3964,-0.6899,10.9287,21.0612,-2.7898,-0.9804,-2.5334,-0.7408,-0.02,-1.4762,-0.1574],[-1.3138,-1.1931,11.59,19.6164,-2.2583,-2.7623,-0.3452,-1.0574,-0.0005,-1.1636,-0.0881],[-2.9325,-1.6662,11.9328,21.6712,-0.9338,-2.3109,-0.3631,-0.88,-0.2256,-1.7062,0.0948],[-2.1303,-0.4627,12.6539,19.4027,-2.171,-2.154,0.8321,-0.1882,-0.1527,-1.3424,-0.1548],[0.0191,-0.2437,16.1076,15.6466,-0.3957,-2.3949,-1.5493,-0.5346,-0.1337,-1.522,-0.1539],[-3.4616,-0.5631,10.6472,22.5266,-1.0848,-2.1856,0.719,-0.424,0.0196,-1.3972,-0.2469],[-4.1047,-1.4045,12.2237,18.9213,-1.5565,-0.6882,0.6229,-0.5478,0.2934,-1.4461,-0.7123],[-2.9511,-0.6761,11.7863,17.0776,-1.8812,-0.5771,1.0847,-0.6957,0.1532,-0.8772,-0.7261],[-4.1988,-0.0632,8.1226,19.4571,-0.5805,-2.0604,0.5314,-0.562,0.3149,-1.1887,-0.1625],[-2.6852,-0.6179,9.6008,20.6479,-1.5035,-1.9476,1.7515,-0.2772,0.4364,-1.0824,-0.5449],[-4.4105,0.4997,11.2176,18.4921,-0.764,-0.8972,-0.2768,-0.3071,0.0599,-0.9464,-0.237],[-3.6016,-0.5004,10.2966,16.4556,-1.7652,-1.0539,-0.9246,-0.4924,0.0638,-1.0612,-0.3128],[-4.6179,-0.5668,6.8828,14.4,-0.3094,-1.7533,1.5397,-1.2734,0.2446,-1.1924,-0.2622],[-2.4956,-1.5779,9.7788,17.1096,-0.7825,-1.3724,1.8376,-0.048,0.2827,-1.046,-0.1879],[-3.5273,-0.3622,8.6951,12.7101,-1.4341,-1.4136,-0.8023,-0.9726,-0.0681,-1.3555,0.1304],[-2.5254,0.2099,9.5575,14.4616,-1.6145,-0.5564,-1.4967,-1.0018,0.0147,-1.5548,0.0891]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=sable>\n<parameter=fern>\nnot provided\n</parameter>\n<parameter=lumen>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":39,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"discovery-611401-0173-renamed-611403","set":"renamed_A","cohort":"valid_call","family":"substring_position","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> plum {\"cobalt\": \"019\", \"orbit\": \"cedar_332\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_306, reference 065. These are not inputs to this request.\nThe operation I need is: find the last position of a term in stored text.\nStored document identifier: \"cedar_332\". Text to locate: \"019\".","tools":[{"function":{"description":"Find the last position of a term in stored text. Inert synthetic operation.","name":"plum","parameters":{"additionalProperties":false,"properties":{"cobalt":{"description":"Text to locate","type":"string"},"cobalt_harbor":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"orbit":{"description":"Stored document identifier","type":"string"}},"required":["orbit","cobalt"],"type":"object"}},"type":"function"},{"function":{"description":"Find the first position of a term in stored text. Inert synthetic operation.","name":"cipher","parameters":{"additionalProperties":false,"properties":{"cobalt":{"description":"Text to locate","type":"string"},"cobalt_harbor":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"orbit":{"description":"Stored document identifier","type":"string"}},"required":["orbit","cobalt"],"type":"object"}},"type":"function"}],"prompt_tokens":617,"decision":{"rms":0.43778343021498023,"sumsq":196.25301173329353,"hb":[0.05961,-0.05496,-2.3193,0.24807,-1.71096,0.16142,-0.61177],"lse":23.768884705368407,"logits":[13.014,11.153,11.98,11.953,11.54,10.721,8.72,9.075,11.078,11.297,10.4,16.177,11.214,10.104,13.905,9.315,8.659,9.19,10.653,8.85,19.326,10.233,10.438,12.835,12.756,12.046,9.642,9.088,11.715,8.619,9.288,13.299,14.291,7.866,11.714,8.157,8.131,9.949,9.202,8.881,10.581,8.046,7.304,10.941,3.652,6.563,0.284,9.249,4.223,14.133,3.641,8.01,8.057,7.613,7.034,4.439,9.752,13.91,9.993,7.23,6.753,13.674,3.771,8.081,8.33,12.014,4.025,9.14,1.318,18.303,7.568,5.684,8.702,-1.236,7.851,2.185,10.489,5.834,7.929,7.783,9.507,7.83,7.378,7.875,9.878,5.425,5.975,3.824,10.73,11.241,1.233,4.224,15.367,11.924,4.377,6.307,12.478,-2.828,3.689,3.647,6.867,7.237,1.193,7.27,0.503,12.547,9.62,4.063,8.391,9.858,5.179,9.978,4.756,5.806,6.357,10.842,15.17,4.595,6.879,8.045,12.028,11.84,12.449,12.803,12.567,10.095,3.595,10.998,8.518,8.206,2.246,6.17,2.811,6.19,12.391,7.42,4.963,13.246,4.309,9.689,8.187,12.929,12.081,3.863,0.055,8.34,11.81,0.873,15.54,1.782,-0.866,8.813,6.222,7.14,5.701,8.768,6.561,6.902,9.317,9.406,7.126,5.29,9.204,-2.356,7.333,3.368,9.554,5.42,-6.1,9.493,11.805,10.976,12.406,6.751,8.126,6.337,7.088,6.057,10.819,8.645,6.412,3.6,6.389,3.214,7.528,16.06,4.98,10.69,-2.362,9.375,10.179,2.862,11.011,12.296,5.014,3.789,8.624,10.801,8.571,1.707,6.285,11.816,6.785,3.877,12.963,7.413,9.509,7.399,4.632,12.348,1.628,10.629,13.369,2.741,6.627,4.981,-5.907,0.714,3.365,3.756,6.939,10.742,7.265,3.826,-0.05,5.001,7.845,5.338,0.516,4.529,10.657,-0.81,2.711,5.999,8.373,13.044,3.729,10.578,6.142,8.554,6.083,3.729,4.028,2.699,4.129,12.184,-0.188,-4.173,7.147,9.184,-0.119,10.906,9.251,7.539,5.361,-2.743,12.716,11.612,8.199,11.149,8.645,10.204,5.261,1.647,4.056,6.292,1.201,10.646,5.126,13.778,1.516,2.562,0.549,0.762,2.136,7.526,7.322,5.731,7.704,0.754,9.877,9.403,1.235,5.03,4.337,7.498,-0.251,7.739,12.316,10.675,6.349,6.503,10.708,7.349,7.969,12.152,9.196,11.284,14.007,8.843,9.675,6.038,6.312,8.811,7.486,6.183,4.802,10.088,1.192,9.756,6.577,4.698,13.132,4.101,-0.649,-2.917,8.248,6.749,-4.573,-0.171,3.943,9.698,7.819,8.126,8.5,10.26,-3.155,-2.744,7.158,8.816,14.629,8.723,2.143,10.364,12.463,5.509,10.518,1.033,2.274,6.606,-2.785,11.389,12.032,12.171,9.183,4.152,9.267,3.866,7.449,2.595,10.01,4.504,-1.304,7.027,8.546,12.817,7.498,9.761,10.211,8.029,1.933,5.728,-0.036,0.14,11.589,10.048,12.853,5.56,3.186,4.481,8.53,10.139,1.676,7.751,10.068,4.996,4.367,9.897,8.511,12.769,4.069,-3.301,14.526,4.743,8.066,3.648,2.026,1.35,7.163,10.746,4.432,9.9,5.758,11.01,0.48,9.575,7.63,3.801,1.092,2.43,3.805,-2.498,5.62,2.88,11.387,0.347,9.473,10.681,-2.884,1.728,10.18,7.696,0.455,4.687,8.227,8.803,-1.81,12.491,6.812,9.816,7.427,11.199,3.863,7.282,5.916,10.094,5.212,0.495,12.3,-1.977,13.721,8.313,3.588,5.62,1.888,5.513,7.516,6.699,11.689,11.628,9.145,6.856,7.445,5.105,2.338,5.518,10.373,-0.253,10.884,1.804,7.054,-0.917,9.339,-2.213,4.659,3.279,9.25,5.535,5.208,-0.759,1.474,9.785,9.794,5.235,8.303,2.828,0.66,2.887,7.662,7.203,7.093,11.974,7.187,0.469,2.595,2.341,1.878,7.474,5.531,2.866,7.829,5.692,8.893,0.889,7.837,9.933,0.978,8.291,16.25,10.416,5.809,5.029,7.824,8.769,5.173,5.919,11.016,1.797,6.915,2.042,6.678,1.118,5.033,4.348,0.249,4.1,0.819,5.234,9.808,13.207,2.91,8.286,0.893,1.744,7.298,4.888,7.022,12.819,5.358,6.701,9.304,2.07,1.766,-0.951,6.126,5.867,-0.375,-2.007,1.146,6.302,4.915,5.408,3.436,5.815,4.619,5.685,7.505,3.679,5.398,6.378,4.971,1.436,0.316,8.726,1.775,5.05,10.004,6.543,5.886,6.725,2.5,6.146,-1.708,2.761,7.046,9.967,4.041,10.06,2.629,9.102,8.739,4.075,0.09,1.857,7.144,9.775,5.399,1.092,8.876,1.843,-1.323,4.411,4.596,9.229,3.044,6.117,-2.613,6.488,6.205,0.638,1.547,6.731,8.778,0.228,4.012,0.866,6.871,-0.583,10.137,0.861,10.42,8.898,-1.04,6.359,8.392,-1.349,2.683,3.732,5.508,12.264,1.89,7.075,7.893,3.586,11.303,10.581,0.645,-1.247,-1.278,1.348,7.305,9.222,8.869,7.599,-1.394,6.282,2.222,7.955,4.426,7.227,12.029,5.079,3.488,2.633,6.315,11.791,4.379,7.704,-2.342,3.526,4.441,2.865,3.255,3.243,8.346,11.84,6.433,1.119,1.756,5.353,10.405,0.484,5.49,6.85,6.345,8.015,5.61,-1.755,3.326,1.988,-0.855,0.739,8.072,7.844,-3.575,1.455,-0.379,11.143,-2.307,4.922,8.549,6.92,6.377,8.38,2.713,6.173,6.61,-1.025,6.241,9.582,-4.299,-1.6,1.785,6.136,0.133,6.562,8.604,6.984,0.375,3.133,3.973,2.249,6.584,12.202,2.002,2.767,-0.712,9.484,4.124,8.857,4.576,6.002,9.768,6.895,2.426,6.071,1.696,2.237,6.54,1.395,5.706,2.849,1.283,0.681,13.391,-0.747,5.666,3.403,-0.078,4.948,7.514,-1.705,7.511,10.453,1.201,0.683,4.312,4.874,6.132,2.354,4.127,1.143,4.764,1.546,1.712,8.255,0.137,8.263,7.803,3.911,4.442,-0.519,3.6,4.27,0.791,8.605,8.429,3.071,12.336,1.863,3.273,6.01,5.87,3.915,6.706,3.102,1.697,2.662,5.697,2.315,-0.753,8.426,-1.121,-0.022,6.38,2.306,-2.58,3.307,6.099,2.806,2.437,-2.186,1.959,8.932,5.487,3.705,-0.086,1.06,0.938,2.892,-0.8,-3.86,7.329,6.97,1.496,-1.78,2.422,6.095,2.39,6.608,10.376,-2.431,4.774,5.373,4.979,4.598,7.877,-0.887,3.596,0.606,9.49,-1.396,0.103,4.85,1.666,0.618,-0.915,0.169,2.214,0.441,3.145,5.8,0.391,6.194,5.194,2.165,-0.868,-0.088,-2.031,2.348,2.181,2.316,4.767,0.371,5.61,1.076,5.893,2.799,-0.73,1.447,1.201,4.59,2.05,4.744,3.875,3.973,-1.115,2.921,-0.993,2.6,2.581,-1.926,3.602,2.02,1.249,1.072,2.313,0.167,1.147,11.744,9.316,3.039,3.62,4.264,3.394,4.719,0.597,-1.36,2.388,2.785,-1.063,-0.566,-0.178,-4.447,5.087,-0.266,2.771,0.435,3.29,-1.008,-1.325,3.41,-1.397,0.966,0.576,0.479,2.499,-0.174,-0.032,0.445,3.289,1.202,0.09,1.034,1.061,0.602,2.44,2.673,1.473,-0.273,-2.574,0.666,-0.422,1.196,1.572,2.597,4.811,3.957,-2.628,-1.727,5.257,4.649,0.403,0.375,3.488,4.383,1.527,-1.176,1.441,-0.186,0.836,3.509,-0.025,2.621,2.787,6.814,2.001,3.261,3.436,3.44,0.262,4.679,-2.474,1.468,0.269,0.241,3.688,0.919,1.664,2.455,-3.016,-0.492,3.591,0.925,0.964,1.537,0.467,3.866,-0.46,5.763,-0.955,4.299,1.642,1.661,1.272,0.805,4.557,1.415,0.293,3.55,-0.936,0.171,2.97,5.401,-0.13,3.439,-0.081,2.859,0.484,-0.734,4.529,3.914,1.939,1.013,0.55,1.624,-2.633,-0.449,-0.52,-4.216,2.037,-2.339,0.407,-3.045,1.223,-0.74,0.133,7.297,3.2,-0.49,3.28,2.082,-0.398,-0.855,0.732,3.928,0.339,-0.925,4.902,1.939,1.581,3.126,4.43,0.905,2.409,-2.464,1.957,-0.077,-0.211,0.321,-2.777,-0.989,2.055,2.591,0.959,3.309,4.122,3.285,0.386,3.609,1.134,0.893,4.683,1.391,3.828,3.084,-0.996,-1.254,-1.43,0.484,-1.372,-0.043,0.711,-0.58,1.698,-2.286,1.436,0.873,-0.55,-1.097,2.738,4.169,-0.204,4.055,4.308,2.428,-4.493,11.205,23.747,11.631,13.136,12.609,16.44,15.263],"base_top":[[248058,23.747],[40,19.326],[760,18.303],[248068,16.44],[27775,16.25],[27,16.177],[3928,16.06],[2665,15.54],[1206,15.367],[248069,15.263]]},"positions":{"tokens":[248058,198,27,1628,28,490,367,29,198,27,15704,28,71813,29,198,1931,277,62,18,18,17,198,510,15704,29,198,27,15704,18941,656,3045,29,198,15,16,24,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","pl","um",">","\n","<","parameter","=","orbit",">","\n","ced","ar","_","3","3","2","\n","</","parameter",">","\n","<","parameter","=c","ob","alt",">","\n","0","1","9","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.1268,-0.6575,-0.4004,-0.9031,-1.8335,0.6889,-0.8907,0.1806,-0.0087,-0.779,0.013],[-4.3947,0.5236,7.9797,15.5795,-0.8445,-1.5475,1.4368,-0.8289,0.0865,-0.5776,-0.3601],[-5.0323,-0.8308,11.3044,18.2788,-2.6248,-0.5752,-0.0514,-0.1664,0.0342,-0.9889,-0.1413],[-2.4221,-1.4449,11.2057,18.1269,-3.0379,-0.168,1.5237,-0.7686,-0.0676,-0.7634,0.1638],[-2.5755,-1.0615,11.086,17.2467,-2.8555,-0.7307,-1.3198,-0.3982,0.1179,-1.1983,0.5383],[-1.7549,-0.6636,14.079,14.7041,-1.7105,-1.0741,-0.4588,-0.6408,0.2329,-1.4704,0.0966],[-3.7073,-2.2215,11.6805,19.4536,-1.248,-1.3274,0.1091,-0.5053,-0.1395,-1.2971,0.2394],[-5.165,-1.6451,10.212,21.332,-1.0505,-1.4619,0.4424,-0.7347,-0.0016,-1.346,0.1467],[-5.5292,-0.0465,10.284,20.048,-2.1039,-1.4592,1.2869,-0.1322,0.0175,-1.0126,-0.0686],[-5.2302,-0.3705,11.0762,16.9286,-2.2306,-1.3555,-0.8377,-0.2043,-0.278,-1.1112,-0.1507],[-1.4696,-1.1786,9.7693,15.7838,-3.332,-0.8234,2.3135,-0.2604,-0.2287,-0.8849,0.0064],[-1.9887,-0.4596,9.9838,16.4295,-3.7305,-1.0997,-1.9785,-0.5099,-0.1043,-1.2456,0.6428],[-1.812,-0.2016,12.7813,14.9481,-2.6318,-1.1976,-1.6298,-1.0633,0.0994,-1.2838,-0.0069],[-3.9098,-1.3502,11.3945,21.707,-2.4649,-2.3512,0.8786,-0.5664,-0.0488,-1.6036,0.0205],[-3.3535,-1.1578,15.8972,19.506,-3.8332,-1.8208,1.6311,-0.2035,0.3172,-1.1881,-0.1947],[-1.0316,-0.7099,20.6638,15.6116,-1.7931,-1.7924,-1.127,-0.5225,0.1387,-1.2684,-0.1084],[-2.802,-2.8324,13.7291,21.1901,-1.4021,-0.7288,0.6536,-1.0989,0.002,-0.9527,0.0158],[-4.6676,-1.5579,13.1421,23.0565,-2.2629,-0.8788,0.9322,-1.4883,0.1779,-1.6648,-0.0878],[-3.7315,-2.8557,16.3813,21.6289,-2.3486,-1.581,-0.9437,-0.2956,0.068,-1.4033,-0.6523],[-3.7628,-1.9371,13.9126,21.3795,-0.4445,-1.7811,0.5659,-1.0641,0.0905,-1.6673,-0.3576],[-4.4815,-1.746,12.3128,21.8867,-0.6434,-1.441,1.1916,-1.0853,0.2347,-1.5147,-0.2404],[-4.493,-1.1155,11.0264,21.2384,-1.7774,-1.8132,0.4366,-0.4825,0.1249,-1.3903,-0.1298],[-5.1518,-1.6499,12.2227,20.1043,-1.797,-1.3257,-0.0771,-0.2647,0.0961,-1.4222,-0.5328],[-3.2235,-0.216,10.3458,16.3158,-1.8948,-0.9547,0.987,-0.182,-0.0793,-0.8212,-0.5307],[-5.3724,-0.052,10.1741,21.1732,-1.409,-2.9875,1.1252,-0.6741,0.1227,-1.2592,-0.0889],[-4.3716,-1.8192,10.529,21.0167,-2.9241,-0.1961,1.5815,0.0124,0.0776,-1.6038,-0.17],[-5.4245,-0.5018,11.3454,19.1915,-2.535,-1.1252,0.4636,-0.0785,-0.1957,-1.1003,-0.3227],[-1.5402,-0.6222,9.6272,15.5229,-3.2387,-1.5621,2.7705,-0.2751,-0.2519,-1.0932,-0.1828],[-2.3845,-0.3669,9.9551,15.2722,-3.1273,-1.7773,-1.9988,-0.1398,-0.2057,-1.4,0.4146],[-2.8614,0.5505,9.251,12.4139,-2.4471,-1.4624,-1.371,-0.5344,-0.3383,-1.0281,0.3205],[-3.2122,-2.1647,9.1172,18.1766,-1.3321,-1.4824,0.7932,-1.0274,-0.2522,-1.1959,0.0247],[-4.141,-2.6781,10.5214,21.0602,-2.9254,-2.3892,0.7315,-0.7674,-0.1179,-1.7978,-0.0461],[-3.3738,-1.2342,13.2695,20.5164,-3.173,-0.8421,1.3066,-0.3651,0.1795,-1.3075,-0.3885],[-2.2798,-1.3437,17.0074,17.404,-2.3875,-1.0268,-1.5383,-0.1811,-0.0194,-1.2288,-0.4075],[-3.1754,-2.0607,14.1572,21.3954,-0.9728,-1.7369,-0.3636,-0.7049,0.1375,-1.4315,-0.6105],[-3.8405,-2.9596,13.7666,21.2755,-1.1971,-1.8669,-0.5384,-0.8426,-0.1716,-1.6546,-0.3288],[-3.7291,-1.6453,11.7876,21.3814,-1.4568,-1.9069,0.1542,-0.519,0.095,-1.4993,-0.0699],[-4.5881,-1.3487,12.4047,18.7886,-1.4504,-1.2204,0.152,-0.3912,0.2451,-1.4307,-0.6287],[-3.146,0.4138,11.1525,17.2609,-1.3284,-0.631,1.0176,-0.5137,0.0907,-0.6934,-0.6361],[-3.6276,-0.1353,9.5033,21.2264,-1.2152,-2.3614,0.6673,-0.8087,0.2465,-1.3281,-0.0335],[-3.9205,-1.0365,10.0517,20.8982,-2.1792,-0.2722,1.9881,-0.3132,0.0191,-1.4896,-0.091],[-3.8591,0.3355,10.3304,16.4263,-1.2882,-0.327,-0.3119,-0.648,-0.0639,-1.1919,-0.3033],[-3.6894,-0.4125,9.4274,16.3403,-1.9118,-0.0824,-0.2375,-0.6022,0.0922,-1.1202,-0.303],[-4.4837,-0.2493,6.2085,13.2171,-0.3819,-1.6977,2.2099,-1.1905,0.2824,-0.8968,-0.2027],[-4.4736,-2.6982,10.2736,17.9536,-2.1763,-0.8061,2.6091,0.2862,0.321,-1.0582,-0.1141],[-3.6094,-0.3466,8.6068,11.835,-1.6313,-1.0652,0.0123,-0.6545,0.0493,-1.2154,0.1606],[-3.6996,-0.7282,9.1134,13.8171,-1.6964,-0.7061,-1.6179,-1.0395,-0.0667,-1.4875,0.0943]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=plum>\n<parameter=orbit>\ncedar_332\n</parameter>\n<parameter=cobalt>\n019\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=plum>\n<parameter=orbit>\ncedar_332\n</parameter>\n<parameter=cobalt>\n019\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=plum>\n<parameter=orbit>\ncedar_332\n</parameter>\n<parameter=cobalt>\n019\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=plum>\n<parameter=orbit>\ncedar_332\n</parameter>\n<parameter=cobalt>\n019\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0021-renamed-611403","set":"renamed_A","cohort":"valid_call","family":"unit_conversion","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> plum {\"meadow\": 12}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_185, reference 025. These are not inputs to this request.\nCarry out this request: convert a length in feet to meters.\nNumeric length in the input unit: 12.","tools":[{"function":{"description":"Convert a length in feet to meters. Inert synthetic operation.","name":"plum","parameters":{"additionalProperties":false,"properties":{"meadow":{"description":"Numeric length in the input unit","type":"integer"},"ripple":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["meadow"],"type":"object"}},"type":"function"},{"function":{"description":"Convert a length in meters to feet. Inert synthetic operation.","name":"harbor","parameters":{"additionalProperties":false,"properties":{"meadow":{"description":"Numeric length in the input unit","type":"integer"},"ripple":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["meadow"],"type":"object"}},"type":"function"}],"prompt_tokens":556,"decision":{"rms":0.4058495649894645,"sumsq":168.6659782677889,"hb":[0.09911,-0.01857,-1.94761,0.22961,-1.41196,-0.0247,-0.76783],"lse":21.70031758198079,"logits":[12.058,11.605,12.777,16.73,14.319,12.582,12.145,11.628,11.591,13.157,13.266,17.575,10.572,8.919,13.322,9.545,7.703,11.161,9.486,12.254,17.203,9.326,12.915,12.655,11.147,10.604,8.744,8.509,12.313,8.601,9.493,13.341,11.107,8.4,12.141,11.894,13.56,9.634,9.979,14.796,12.404,9.213,7.653,10.276,4.613,6.11,1.008,12.844,5.695,12.127,5.075,6.807,9.864,7.823,12.299,6.449,15.308,13.31,9.168,6.601,7.895,11.726,3.48,8.596,9.209,8.975,3.395,6.242,-1.748,16.434,3.68,7.824,7.009,-0.712,6.3,5.546,7.04,5.186,5.814,10.554,9.686,6.566,4.328,9.068,12.657,4.188,7.076,7.843,5.931,9.879,2.565,3.244,14.96,12.364,3.589,5.881,9.36,-3.282,2.637,3.637,4.837,5.546,-3.336,5.077,-1.983,11.941,8.537,5.224,5.786,8.576,5.168,10.561,4.052,4.873,6.689,8.844,13.089,5.176,7.518,6.846,10.358,14.042,11.374,11.2,11.079,9.996,3.159,9.551,6.628,8.19,0.4,7.314,5.581,6.105,12.942,4.708,3.502,11.232,4.863,8.161,4.247,11.592,9.166,4.119,-2.318,3.103,9.479,2.611,12.747,0.803,-0.787,9.292,8.006,5.771,4.168,8.93,7.304,8.202,8.345,6.57,7.014,2.342,8.09,-3.767,6.516,3.681,6.473,6.575,-5.639,7.557,10.878,9.306,9.589,9.403,8.688,7.009,6.012,3.068,10.724,5.895,5.338,5.584,8.986,4.098,5.891,12.614,4.909,8.397,-1.732,9.078,8.477,4.426,9.782,12.754,3.409,4.938,6.372,8.309,6.36,4.238,3.925,10.38,6.044,3.915,9.982,8.485,8.378,4.794,7.112,10.737,5.13,9.762,11.293,4.194,3.582,9.996,-5.513,-0.931,6.883,2.83,5.964,4.794,4.284,2.334,-0.318,6.694,4.821,4.713,1.814,4.545,10.989,-1.657,3.643,2.244,7.466,6.747,2.996,11.046,6.09,6.265,13.313,4.928,2.463,0.979,3.467,9.928,2.365,-2.983,7.077,6.546,-2.711,6.603,6.552,8.635,4.488,-2.669,11.819,8.783,5.945,9.34,8.319,9.226,2.871,0.353,5.733,6.319,2.814,8.227,2.682,11.229,0.341,7.039,1.205,2.008,2.86,6.581,9.188,3.934,6.282,-1.081,8.041,7.706,-0.642,5.221,5.41,5.539,-2.871,5.512,9.311,7.786,7.409,5.951,10.413,6.113,7.519,7.839,7.587,9.958,11.267,8.674,7.045,4.033,6.658,6.159,6.613,3.296,5.209,7.668,0.934,8.676,6.933,4.592,10.024,3.522,-1.383,-2.015,7.231,8.665,-4.328,-2.961,5.448,8.797,12.149,9.776,9.796,8.991,-2.201,-2.279,5.342,7.91,11.751,8.614,0.492,8.669,9.012,13.182,7.755,3.04,3.612,5.858,-2.344,7.677,12.556,13.183,12.312,2.992,6.913,3.939,4.631,1.494,7.301,3.619,-3.7,3.823,6.913,9.04,6.481,9.907,8.823,9.065,1.865,4.386,-4.029,-0.826,7.334,10.034,11.68,3.782,1.852,1.605,5.233,8.139,-0.439,5.022,8.264,4.007,3.082,6.853,7.383,10.557,2.563,-1.931,13.98,2.933,6.408,3.588,1.993,-0.494,6.676,7.48,3.519,7.8,1.708,7.889,-1.004,7.102,7.018,2.218,0.807,1.635,1.726,-3.988,4.676,2.033,8.664,-1.624,8.389,7.685,-4.683,0.19,8.782,6.157,0.329,3.142,6.262,5.518,-3.558,10.32,7.195,10.75,4.081,9.707,-0.746,10.319,11.016,7.131,5.664,-1.233,8.895,-1.528,8.648,3.897,2.622,4.393,4.088,4.779,7.179,6.389,8.232,7.956,8.712,6.59,4.27,7.682,3.672,5.153,8.434,-2.816,8.887,1.827,6.4,0.186,6.718,-2.689,6.071,2.679,7.745,2.732,5.173,-0.435,1.151,6.987,9.431,4.825,9.117,2.037,-0.957,2.454,13.988,6.837,6.068,9.561,8.152,-1.881,2.651,3.401,0.699,4.36,4.767,-0.139,4.049,2.751,6.364,-0.482,9.471,7.352,-3.738,7.078,12.799,6.952,5.335,5.884,5.707,6.48,4.782,4.236,8.997,1.176,5.693,3.896,5.396,1.322,2.422,4.751,3.232,2.24,0.187,4.363,7.488,9.35,4.722,6.892,0.873,1.603,5.179,1.085,6.058,10.028,4.51,8.477,6.725,4.83,3.38,-1.138,4.481,4.633,-0.857,1.98,-0.246,5.041,4.944,3.101,4.391,6.925,5.227,7.228,6.286,4.208,3.371,8.139,3.866,-0.521,0.345,8.727,0.778,4.503,7.976,5.277,6.438,6.541,3.461,5.911,-1.888,1.126,4.307,8.81,2.426,8.055,3.32,5.192,7.188,4.497,-0.901,0.361,3.615,7.112,4.5,4.948,6.621,1.631,0.979,5.111,2.055,6.004,4.608,2.416,-1.792,8.684,8.201,1.145,4.166,7.556,5.982,-0.194,1.917,-0.21,7.017,0.665,8.878,-2.134,9.005,9.103,0.002,5.527,5.888,-0.97,3.924,3.445,1.431,11.019,2.283,4.93,7.371,3.385,9.276,8.037,1.179,-0.858,-2.579,-1.462,5.099,6.96,5.26,6.019,-0.322,6.656,2.72,10.081,4.031,7.868,6.79,2.993,3.441,1.275,4.593,8.177,2.778,5.841,-2.337,2.339,5.602,2.206,2.031,3.345,9.096,9.412,5.931,0.063,-0.645,3.82,8.806,-0.773,5.075,7.498,6.062,5.593,5.343,0.516,2.33,-0.106,-1.973,3.684,7.489,7.858,-4.707,0.487,-0.231,8.847,-1.916,0.208,6.78,6.094,5.161,6.227,1.163,7.545,5.713,-0.615,4.519,9.275,-5.869,-0.223,0.547,5.295,-1.275,7.065,6.9,6.661,0.983,3.769,0.924,1.629,3.455,6.732,3.508,1.916,-0.276,7.459,5.529,8.869,5.422,4.735,7.081,4.885,0.565,5.412,0.916,3.216,5.437,1.07,2.83,4.289,-0.31,0.149,12.025,-1.391,2.559,1.46,-0.948,5.43,4.56,-2.125,5.502,7.88,2.457,1.527,3.403,5.174,4.526,0.705,0.471,1.653,3.734,2.822,2.391,7.257,-3.134,6.184,6.213,6.703,6.082,-1.845,2.409,3.107,-1.595,7.304,8.571,2.697,8.505,0.339,3.175,6.799,4.989,3.326,3.493,2.246,3.653,2.258,3.36,-0.127,-0.529,7.886,-0.632,0.931,3.808,1.242,-0.906,1.782,3.928,-0.262,2.398,-2.154,0.723,6.114,2.74,3.814,1.68,1.55,1.05,2.332,-2.418,-3.155,4.617,6.1,0.419,-1.562,5.25,5.5,2.578,5.203,7.938,-2.568,3.415,3.898,4.376,2.097,6.603,-0.846,3.445,0.991,8.841,-1.183,-2.504,4.142,1.18,1.507,-1.065,0.407,1.323,0.096,2.362,5.054,0.034,3.3,0.875,2.55,-0.3,-1.123,-1.776,2.266,1.556,1.232,4.269,2.367,2.642,-1.687,4.877,0.314,-0.128,2.929,-2.13,3.571,2.735,3.406,3.545,2.861,-2.213,2.01,-1.596,0.526,3.367,-0.509,2.855,0.879,-0.112,2.18,-0.896,-1.953,0.902,10.858,6.328,1.851,2.86,6.253,4.792,3.48,0.087,-1.831,1.902,2.059,-1.257,-0.503,-0.83,-3.635,4.092,0.66,0.661,-1.351,2.835,-3.146,-2.291,2.72,-2.059,-0.485,-0.253,-1.421,1.214,-2.455,-3.438,-1.568,2.324,1.616,-0.381,-0.723,-1.293,-0.156,2.097,2.256,-0.037,-2.061,-4.172,2.102,-1.16,-0.938,0.968,1.974,2.18,2.682,-2.318,-2.376,4.183,5.168,-1.107,-0.139,8.423,2.742,-0.939,-1.553,0.438,0.524,0.224,3.154,0.287,1.367,2.295,5.519,0.778,5.602,3.474,3.022,-0.78,3.436,-1.096,2.644,0.198,0.297,6.316,0.389,2.857,0.628,-4.542,-0.903,4.928,1.326,-1.16,0.569,2.186,3.408,0.239,3.716,-0.493,4.194,0.845,0.693,0.162,2.49,5.217,-1.275,0.06,3.645,-0.552,1.716,5.612,4.475,1.133,3.799,-2.424,2.659,1.206,-0.381,3.419,3.48,3.299,0.168,0.413,0.752,-2.885,-0.846,-0.279,-3.225,2.017,-2.651,0.231,-2.457,1.396,-1.141,-0.824,8.093,4.5,3.034,2.436,3.826,-0.694,0.207,1.869,2.965,0.481,0.718,3.091,2.259,1.988,1.398,2.507,1.442,4.891,-1.872,3.909,-0.653,-1.485,0.464,-3.121,1.464,1.474,1.766,-1.629,2.217,1.903,3.231,-0.243,4.242,1.37,2.114,4.989,-0.31,3.044,3.947,-1.139,-2.108,-0.562,0.165,-1.711,-1.506,-1.484,-3.833,1.369,-2.65,3.798,0.03,-0.271,0.551,-0.51,3.413,1.894,1.005,4.607,2.253,-4.272,10.059,21.635,12.46,11.958,11.144,15.792,14.481],"base_top":[[248058,21.635],[27,17.575],[40,17.203],[16,16.73],[760,16.434],[248068,15.792],[490,15.308],[1206,14.96],[76,14.796],[248069,14.481]]},"positions":{"tokens":[248058,198,27,1628,28,12610,9090,29,198,27,15704,28,2573,5662,29,198,16,17,198,510,15704,29,198,27,15704,28,79530,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","har","bor",">","\n","<","parameter","=","me","adow",">","\n","1","2","\n","</","parameter",">","\n","<","parameter","=","ripple",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-4.0708,-2.0877,4.0827,1.1841,-2.0554,1.2214,-0.595,0.0321,0.2671,-0.7723,0.1666],[-4.8593,0.1455,7.6111,14.6849,-1.0806,-1.9311,1.7235,-0.8156,0.0344,-0.7463,-0.4568],[-4.5317,-0.9477,11.9952,18.3138,-2.359,-0.1302,-0.3637,-0.3808,0.1457,-1.1069,-0.2805],[-2.4799,-1.0785,11.1077,17.3738,-2.6304,-0.3296,1.3602,-0.921,0.0011,-0.6979,0.0188],[-1.8865,-1.2369,11.5508,17.0285,-3.0534,-0.3939,-1.32,-0.6687,0.0928,-1.042,0.3495],[-0.7441,-1.2266,14.9035,14.005,-2.0491,-0.6263,-1.2709,-0.9628,0.2298,-1.2419,-0.1053],[-1.8866,-1.7879,10.9284,18.0447,1.1856,-1.2795,1.3049,-1.0999,-0.0923,-1.3647,-0.2332],[-5.0109,-2.2414,11.8093,21.8467,-1.6199,-1.3453,1.3347,-0.8696,0.1714,-1.1789,-0.149],[-5.4855,-1.2277,12.0988,22.9151,-1.6141,-2.0946,0.995,-0.3013,0.2509,-0.9005,-0.4501],[-5.078,-0.3328,11.4076,17.33,-1.3421,-1.114,-0.2775,-0.3095,0.057,-1.0002,-0.3738],[-1.6978,-1.4421,11.1472,17.9483,-2.8353,-0.804,3.0447,-0.4565,-0.0434,-0.7953,-0.5022],[-2.4131,-2.1828,13.4947,21.3745,-3.1592,-1.6327,-0.6865,-0.7481,0.1589,-1.1708,0.174],[-1.2651,-2.5843,15.3143,18.8406,-1.7544,-1.0802,-0.0815,-1.3418,0.4103,-1.1238,-0.3024],[-1.505,-3.216,11.6795,19.2509,-0.6729,-1.3292,-0.739,-0.7071,-0.0628,-1.1258,0.2765],[-5.6987,-2.1791,11.8617,21.9398,-1.989,-1.9817,0.7884,-1.0109,0.1816,-1.4498,-0.0146],[-4.6989,-1.8769,13.9522,20.9063,-2.7845,-1.3362,2.2177,-0.53,0.3091,-1.2564,-0.4011],[-2.6507,-2.3422,18.1389,18.4025,-1.751,-0.1356,-1.0861,-0.3842,0.2751,-1.1832,-0.2177],[-3.1031,-1.0601,12.9942,19.6982,-0.8304,-0.7493,-0.7848,-0.9676,0.3571,-1.668,-0.237],[-3.6296,-1.1495,12.0992,20.2887,-0.8297,-1.0074,-0.4014,-0.5775,0.1041,-1.4721,-0.1823],[-3.7957,-2.3733,13.4787,18.7353,-1.3831,-1.1298,-0.1973,-0.5657,0.3007,-1.5732,-0.6063],[-3.5609,0.0781,11.7941,17.6088,-1.4755,-0.8686,1.1071,-0.3052,0.0723,-0.6047,-0.4873],[-3.2228,-0.2478,9.4828,21.1561,-0.7967,-2.4932,1.1597,-0.8887,0.2714,-1.253,-0.2097],[-3.0863,-1.253,10.8327,18.1748,-2.1206,0.0515,1.6196,-0.725,-0.0445,-1.4037,-0.0705],[-3.8033,-0.3941,11.1772,16.8978,-0.9676,-0.6611,0.9643,-0.8732,-0.0207,-1.3034,-0.4077],[-1.7089,-1.3313,10.9806,17.7883,-2.6154,-0.713,3.0792,-0.6442,-0.083,-0.9968,-0.4005],[-2.3776,-1.5278,11.7326,19.7858,-3.0539,-1.1884,0.0102,-0.4765,-0.0149,-1.3308,0.2669],[-1.2517,-1.9392,14.7065,17.2832,-2.1365,-1.5376,0.5487,-0.9295,0.2822,-1.2397,-0.3952],[-3.0988,-2.152,12.5072,22.6678,-1.0759,-2.0374,0.054,-0.8916,-0.2072,-1.4815,-0.1386],[-2.7579,-1.5502,13.0984,19.4845,-2.6468,-1.3725,1.448,-0.2451,-0.0977,-1.3772,-0.1823],[-1.4543,-1.7781,16.8705,16.4811,-1.2183,-1.5787,-0.5794,-0.6244,-0.0143,-1.4584,-0.2082],[-4.7134,-1.7215,11.154,22.9029,-1.2501,-1.521,1.5075,-0.574,0.1788,-1.3989,-0.3871],[-4.6135,-2.0893,12.7036,19.2208,-1.7393,-0.7497,0.6647,-0.6382,0.3445,-1.4086,-0.7561],[-3.14,-0.3392,11.1779,16.0915,-1.3697,-0.6183,1.4765,-0.5637,0.0918,-0.6811,-0.7483],[-3.9416,-0.3668,8.3446,19.6332,-0.3678,-2.364,0.3271,-0.763,0.3383,-1.1897,-0.2725],[-4.4404,-2.0402,11.2527,21.6792,-1.4955,-1.132,1.7232,-0.3602,0.2729,-1.4059,-0.4317],[-5.7707,-0.2666,11.7,18.7904,-0.9145,-0.457,-0.2094,-0.5078,0.0178,-1.0324,-0.3941],[-4.2023,-0.3909,9.0888,15.3239,-1.7373,-0.5173,-0.1623,-0.6251,0.0772,-0.9265,-0.5158],[-4.3603,-0.2393,6.0869,12.9695,-0.2911,-1.5887,1.8142,-1.2246,0.2622,-0.8119,-0.2661],[-4.8121,-2.8784,10.204,15.9198,-1.4213,-0.3211,2.7157,-0.2034,0.3331,-0.9921,-0.0617],[-4.5295,-1.1687,9.3155,13.2015,-2.1083,-1.0481,0.4087,-0.801,0.0202,-1.3725,-0.008],[-4.3114,-0.8005,9.1223,12.6958,-1.9262,-0.5859,-1.1162,-1.096,-0.0406,-1.6755,0.0588]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=harbor>\n<parameter=meadow>\n12\n</parameter>\n<parameter=ripple>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=harbor>\n<parameter=meadow>\n12\n</parameter>\n<parameter=ripple>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=harbor>\n<parameter=meadow>\n12\n</parameter>\n<parameter=ripple>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=harbor>\n<parameter=meadow>\n12\n</parameter>\n<parameter=ripple>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0111-renamed-611403","set":"renamed_A","cohort":"ambiguous","family":"interval_boundary","action":"clarify","ambiguous":true,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_957, reference 039. These are not inputs to this request.\nPlease select values including both interval endpoints.\nLower bound: 16. Dataset identifier: \"065\". Upper bound: either \"42\" or \"429\", with no preference specified.","tools":[{"function":{"description":"Select values including both interval endpoints. Inert synthetic operation.","name":"lumen","parameters":{"additionalProperties":false,"properties":{"cobalt":{"description":"Upper bound","type":"integer"},"tango":{"description":"Dataset identifier","type":"string"},"vessel":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"zinc_orbit":{"description":"Lower bound","type":"integer"}},"required":["tango","zinc_orbit","cobalt"],"type":"object"}},"type":"function"},{"function":{"description":"Select values excluding both interval endpoints. Inert synthetic operation.","name":"fern","parameters":{"additionalProperties":false,"properties":{"cobalt":{"description":"Upper bound","type":"integer"},"tango":{"description":"Dataset identifier","type":"string"},"vessel":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"zinc_orbit":{"description":"Lower bound","type":"integer"}},"required":["tango","zinc_orbit","cobalt"],"type":"object"}},"type":"function"}],"prompt_tokens":657,"decision":{"rms":0.4179920937009424,"sumsq":178.90958376601338,"hb":[-0.02581,-0.07605,-2.20083,0.20053,-1.67791,0.14398,-0.65361],"lse":23.387750944663875,"logits":[13.104,13.54,11.331,12.664,12.128,11.653,8.93,9.597,11.011,11.117,10.648,16.216,11.956,11.401,14.673,11.669,9.369,10.718,12.219,10.707,20.342,13.267,11.645,13.451,12.317,13.195,11.115,11.707,13.946,10.553,10.769,13.853,15.63,8.739,13.115,10.197,10.217,11.715,13.522,10.732,11.927,10.112,9.536,12.049,5.551,7.216,0.266,11.631,7.687,14.922,4.953,8.57,9.343,8.504,9.289,7.087,10.57,13.802,12.34,6.249,6.572,14.712,5.227,9.658,9.255,11.362,5.2,10.424,2.658,17.747,8.429,6.513,10.571,-1.491,8.619,4.31,10.798,7.953,8.696,8.798,9.625,10.586,8.275,9.22,11.187,6.822,6.97,5.787,9.597,10.905,1.735,5.427,16.057,12.591,4.355,7.38,12.936,-2.594,4.235,4.076,7.556,9.874,0.096,9.286,0.514,13.546,10.459,4.937,7.777,11.635,9.708,10.331,5.942,6.651,7.972,11.259,15.447,4.91,9.665,8.01,12.711,11.835,13.654,13.568,13.731,10.888,4.291,11.171,7.749,10.34,1.444,6.638,3.722,6.208,12.21,7.345,4.19,14.594,5.448,8.557,8.626,13.354,13.021,5.006,1.954,7.714,12.83,0.101,15.646,1.452,0.509,9.044,7.207,7.618,6.196,10.86,6.566,7.881,9.351,12.638,8.683,4.366,9.751,-1.151,9.113,4.308,9.151,4.777,-5.017,9.199,12.643,11.662,12.84,7.553,7.926,6.653,6.381,7.622,11.907,8.351,8.153,4.551,6.313,3.576,8.427,16.171,5.677,11.334,-2.31,10.609,10.433,4.121,12.037,12.96,5.492,3.825,9.268,11.12,9.567,1.767,7.962,11.933,7.441,4.497,13.496,8.774,8.816,7.619,6.193,12.089,3.402,11.605,16.002,4.325,6.974,6.722,-5.219,0.1,5.885,4.359,7.832,9.243,7.859,5.384,-0.721,5.451,7.336,4.242,2.82,4.635,10.14,-1.814,3.687,5.571,9.157,10.491,3.2,9.815,6.939,9.004,7.63,6.594,3.595,4.072,5.748,12.652,1.416,-3.806,7.211,8.97,0.131,10.671,8.996,8.7,6.529,-3.249,11.836,13.051,8.183,12.094,7.857,10.639,4.955,2.694,4.369,7.081,2.895,9.794,5.859,15.458,2.174,5.849,1.347,0.555,2.326,8.069,9.018,6.603,7.813,0.611,9.389,13.174,0.963,5.92,6.177,8.034,1.645,9.44,11.93,12.127,7.491,7.149,11.425,6.754,7.378,9.861,7.393,10.379,15.373,9.517,10.154,7.558,6.202,9.656,8.221,5.386,5.558,10.381,0.895,10.722,7.347,4.196,13.722,4.698,-0.809,-2.665,7.972,8.596,-4.717,-1.782,5.294,11.414,9.039,9.194,8.695,10.616,-3.969,-1.428,8.872,8.916,16.9,9.719,2.81,11.089,14.435,7.89,10.665,2.566,2.771,7.432,-1.173,11.517,12.182,12.473,9.268,4.729,11.816,4.078,6.385,2.034,10.436,5.637,-2.698,4.788,9.429,14.033,11.274,12.22,10.044,9.068,3.448,4.293,0.352,1.545,12.515,8.853,13.533,5.517,3.514,4.384,9.736,9.898,1.561,7.143,11.908,4.493,5.301,10.013,9.123,14.727,4.305,-2.294,15.442,4.027,8.817,5.023,3.417,2.565,9.28,12.118,5.259,11.264,5.388,13.138,0.58,9.885,8.799,3.948,3.558,1.535,3.808,-2.659,6.245,4.591,10.544,0.25,9.447,12.075,-1.715,3.41,11.842,9.538,0.962,6.401,9.232,9.764,-2.434,11.62,8.844,9.725,7.568,12.627,2.715,8.212,6.167,10.948,4.51,1.123,14.537,-0.081,14.367,7.789,3.216,5.63,2.918,5.216,7.473,7.289,12.704,11.359,8.88,6.581,6.69,5.374,3.053,5.628,12.768,1.801,11.985,0.927,7.976,-1.515,10.355,-2.645,3.317,3.013,10.763,7.892,6.315,0.158,2.157,11.881,9.065,6.202,7.775,3.42,0.313,2.369,9.458,7.866,7.05,12.851,7.515,-0.422,2.618,2.467,2.573,7.672,6.357,3.63,9.262,6.239,10.066,1.448,8.751,10.566,-0.247,7.91,17.917,9.779,8.031,4.969,8.9,9.234,6.266,5.909,13.06,2.837,7.43,1.297,7.66,1.049,4.834,6.897,0.598,6.045,1.113,5.734,9.063,13.762,2.624,9.11,1.177,3.047,8.27,4.519,7.045,13.965,4.912,7.229,8.629,3.162,3.139,-0.695,5.659,7.785,1.451,-2.26,2.755,7.333,5.467,7.074,4.831,6.19,5.0,5.195,6.73,4.228,5.169,5.674,5.625,-0.093,1.025,9.457,1.359,4.413,12.434,7.221,6.06,5.795,3.815,6.642,-1.914,1.658,7.752,10.037,4.583,12.696,3.372,7.972,9.21,5.565,0.19,3.54,8.438,10.107,8.002,3.171,9.303,2.61,0.556,5.977,4.4,9.863,3.348,5.661,-3.417,6.941,5.729,0.379,2.257,6.91,9.147,-0.349,5.987,0.838,7.638,2.59,10.21,0.774,10.296,8.698,-1.76,5.455,9.5,-1.45,2.319,2.922,5.051,13.184,1.972,7.965,9.364,4.734,11.858,10.485,0.92,-0.723,-2.684,1.98,8.78,9.565,9.768,8.535,-0.519,6.477,3.086,7.691,6.159,6.862,9.955,5.37,5.227,2.825,6.578,13.301,4.466,8.781,-2.585,4.02,7.013,1.431,4.107,4.231,8.376,12.149,6.652,1.104,0.799,4.833,10.388,-0.04,5.887,7.531,6.981,7.967,6.899,-1.439,2.679,3.032,0.715,3.516,9.095,9.183,-4.237,0.862,1.035,12.468,-0.624,4.296,9.21,8.982,6.819,8.809,2.07,6.622,7.565,-1.42,7.615,9.534,-4.958,-1.293,2.943,6.025,1.416,7.663,9.807,6.77,0.914,4.098,4.079,2.807,7.417,10.636,1.702,2.281,-1.076,10.449,5.627,9.689,5.496,6.599,11.671,8.135,3.574,7.517,2.453,4.043,7.763,1.132,6.255,1.802,0.245,0.018,15.276,-2.389,5.839,2.74,0.209,5.484,8.167,-0.893,8.985,11.285,1.708,1.544,3.646,5.849,6.73,3.398,4.908,2.546,6.18,3.764,1.706,8.89,0.402,8.244,9.397,5.289,5.654,-0.181,3.585,4.756,-0.466,8.665,8.226,2.929,12.302,1.952,4.313,6.992,6.147,3.731,7.266,2.965,0.601,4.435,6.577,1.982,0.102,8.76,-1.245,1.736,7.078,2.646,-2.215,3.179,6.342,2.0,2.292,-0.932,2.405,10.066,6.163,3.85,1.448,1.589,-1.075,3.019,0.428,-4.471,6.807,7.754,1.303,-0.995,3.684,8.126,1.625,9.947,12.702,-2.173,5.25,5.578,5.59,4.672,9.173,-1.028,4.532,0.87,8.764,-1.522,-0.814,5.903,3.298,0.906,-0.547,0.557,1.865,0.742,2.411,4.674,1.359,7.118,3.976,2.651,-1.598,-0.909,0.021,2.785,1.569,2.248,4.303,1.29,5.937,1.805,6.094,3.928,1.571,2.779,1.625,4.249,3.601,3.941,4.966,3.847,0.175,4.347,-0.207,3.07,2.408,-3.672,2.615,2.65,1.409,1.23,1.72,0.387,1.614,12.863,10.599,3.163,3.349,5.077,4.045,4.864,1.193,-0.389,2.341,3.179,-0.672,0.727,-0.035,-4.669,4.768,-1.055,2.62,0.101,3.302,-0.584,-1.504,3.564,0.17,-0.445,0.491,2.256,2.256,-0.02,-0.545,0.15,3.356,1.458,0.461,1.988,0.905,1.686,2.235,2.371,2.449,-0.118,-1.529,0.631,-0.217,1.699,1.947,2.514,6.305,2.74,-2.413,-1.559,5.122,5.859,0.505,1.535,4.089,5.099,0.822,-0.764,0.97,0.932,-0.007,4.1,0.901,2.178,2.691,6.867,2.293,2.859,4.513,3.161,0.627,6.306,-1.377,1.711,0.482,1.108,4.175,1.267,1.839,2.984,-2.193,-1.358,5.0,0.767,1.732,1.736,2.748,3.81,0.764,4.555,-0.345,5.054,1.965,1.972,0.853,0.533,4.581,1.535,0.214,3.64,-1.645,0.998,3.337,5.329,0.165,3.327,1.509,4.314,1.574,0.788,5.964,4.403,2.399,0.83,1.059,2.826,-0.704,-0.483,0.846,-3.957,2.443,-1.417,0.864,-2.418,1.939,0.085,1.567,6.495,3.604,1.693,3.463,2.503,0.467,0.7,0.169,4.412,2.791,0.158,5.629,2.249,2.365,4.144,3.927,0.777,2.46,-2.199,2.338,0.076,0.08,1.411,-3.49,-0.357,3.027,3.844,0.002,4.184,4.081,3.962,0.639,4.505,2.662,0.928,5.955,0.861,5.192,2.913,-1.359,-0.11,-1.251,1.67,-2.479,-1.41,0.542,-0.637,1.725,-3.193,1.55,1.532,-0.964,-0.42,2.955,3.501,1.848,4.907,3.951,2.145,-2.746,10.101,23.315,11.347,12.192,12.513,15.426,15.332],"base_top":[[248058,23.315],[40,20.342],[27775,17.917],[760,17.747],[12189,16.9],[27,16.216],[3928,16.171],[1206,16.057],[5328,16.002],[2665,15.646]]},"positions":{"tokens":[248058,198,27,1628,39287,26994,29,198,27,15704,23251,5005,29,198,15,21,20,198,510,15704,29,198,27,15704,79724,2747,8469,4341,29,198,16,21,198,510,15704,29,198,27,15704,18941,656,3045,29,198,19,17,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=l","umen",">","\n","<","parameter","=t","ango",">","\n","0","6","5","\n","</","parameter",">","\n","<","parameter","=z","inc","_or","bit",">","\n","1","6","\n","</","parameter",">","\n","<","parameter","=c","ob","alt",">","\n","4","2","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.2488,0.1564,-0.6211,-0.9512,-1.7149,1.0872,-1.0118,0.0932,0.1987,-0.7252,-0.0448],[-3.8786,0.4563,7.3643,14.0584,-1.2525,-1.3071,1.7044,-0.9197,0.0404,-0.6006,-0.2668],[-4.7243,-0.8204,11.2988,18.236,-2.1409,0.1215,-1.0984,-0.3323,0.0854,-0.8481,-0.135],[-2.0739,-1.096,10.9948,18.2567,-2.7419,0.1304,0.1967,-1.0269,0.1041,-0.7572,-0.2646],[-1.7213,-1.078,10.1222,17.705,-3.1632,-0.2567,-3.0759,-0.7695,0.2439,-0.9739,0.1838],[-2.2961,-2.3137,12.3159,19.3278,-2.271,-2.1032,0.4929,-0.8226,0.1318,-0.6565,0.0927],[-4.6681,-0.7586,10.1407,21.1564,-0.537,-2.05,0.3133,-0.9128,0.254,-1.3827,0.2754],[-5.2398,0.1148,10.5889,20.938,-0.6818,-2.2372,0.8734,-0.3467,0.1225,-0.9855,-0.2453],[-5.1655,-0.5003,11.2253,17.0741,-1.6025,-1.4436,-0.8446,-0.1737,-0.2223,-1.0983,-0.1443],[-1.6361,-1.0383,10.7102,18.1232,-2.0018,-1.5138,2.3482,-0.7216,-0.09,-1.1592,-0.403],[-1.9216,-1.1044,10.8238,19.2277,-1.8225,-1.6798,-2.3231,-0.8393,0.143,-1.3927,0.1447],[-0.0584,-1.4187,10.7158,16.1937,-1.063,-2.8562,-1.332,-0.4723,-0.1345,-1.0016,0.1247],[-2.9184,-1.0814,11.2412,22.3017,-2.0191,-1.9228,0.0748,-1.01,-0.0759,-1.6349,0.0966],[-1.9161,-0.6035,14.5578,20.662,-2.4364,-0.8383,1.6506,-0.4816,0.3936,-1.3031,-0.2621],[-0.6031,-0.3199,18.5411,17.1863,-1.1175,-0.5637,-1.674,-0.3791,0.3191,-1.2244,-0.2695],[-1.9492,-1.4076,14.7324,20.8968,-0.4935,-2.2715,-0.4173,-0.781,0.2157,-1.2538,-0.1993],[-2.5467,-1.8086,13.8081,21.1495,-1.2174,-2.1314,-0.8528,-0.9343,0.3775,-1.3648,-0.3855],[-4.1483,-1.2739,11.9632,21.3427,-0.7342,-1.0423,0.7476,-0.8457,0.2759,-1.5565,-0.1605],[-5.0113,-0.9083,12.9323,19.9224,-1.6356,-0.8875,0.9545,-0.5669,0.2135,-1.4818,-0.5023],[-3.5317,-0.0397,10.9302,17.1187,-1.6643,-1.3178,1.3467,-0.5318,0.0691,-0.8201,-0.5963],[-5.2541,0.2586,9.8648,21.181,-0.8291,-2.666,0.9416,-0.8484,0.2938,-1.2854,-0.1199],[-3.4993,-0.7984,12.9841,21.9481,-1.0302,0.6682,0.9341,-0.2824,0.4971,-1.3239,-0.1239],[-4.6892,-0.1757,10.5886,18.2681,-1.4563,-0.8098,0.401,-0.3108,-0.0524,-1.2007,-0.2721],[-1.5484,-1.0474,10.9242,19.6091,-2.3691,-1.3325,1.8697,-0.7362,-0.122,-1.1969,-0.1651],[-2.0866,-0.6704,10.9197,18.6594,-2.677,-0.7157,-1.3491,-0.8387,0.1774,-1.5163,0.3354],[-2.9728,-2.2269,10.9927,18.2438,-1.4529,-2.666,-0.5558,-0.8959,-0.0585,-1.0155,0.2369],[-2.408,-1.9726,11.1646,19.8584,-2.774,-1.3543,-0.2485,-1.1313,-0.0945,-1.6885,-0.2443],[-2.7597,-1.0068,10.7614,19.0458,-1.4292,-0.0506,-1.9771,-1.2881,-0.0625,-1.7719,-0.118],[-3.2521,-1.1073,10.0878,20.8971,-1.7267,-1.2842,1.1202,-0.7859,0.0747,-1.6442,-0.2285],[-3.6052,-0.3416,13.9647,21.2879,-2.6246,-0.5932,1.6677,-0.5107,0.3947,-1.2451,-0.4372],[-2.7325,-0.5718,17.7944,18.2341,-0.7505,0.1585,-1.8265,-0.2293,0.2441,-1.1709,-0.3258],[-2.7846,-1.4665,13.1968,20.6541,-1.3438,-1.9038,-1.2582,-0.7405,0.2341,-1.4071,-0.3155],[-4.9824,-1.3002,10.9204,20.6756,-1.4685,-1.6992,0.3961,-0.2583,0.196,-1.3045,-0.3166],[-5.7521,-1.0538,11.8494,18.9192,-1.9165,-1.4178,0.7491,-0.5954,0.328,-1.3662,-0.624],[-4.0859,0.0899,10.86,18.2125,-1.578,-1.0935,1.3762,-0.6247,0.0644,-0.634,-0.6982],[-5.1439,-0.0541,9.7782,20.3528,-1.2416,-2.3253,0.9619,-0.9354,0.2526,-1.3286,-0.286],[-4.1231,-0.3848,11.551,19.8467,-1.4239,-0.1947,2.3839,-0.4825,0.0917,-1.3962,-0.177],[-4.8523,-0.3694,10.8046,17.4375,-1.1427,-0.8186,-0.0361,-0.2852,-0.0913,-1.1416,-0.3564],[-1.4952,-0.9474,9.7402,16.094,-2.5477,-1.2396,2.4914,-0.5147,-0.1446,-0.9684,-0.1182],[-2.4406,-0.3903,9.747,15.4283,-2.5125,-1.4404,-1.6931,-0.4741,0.0117,-1.3878,0.3634],[-2.7034,0.5973,9.01,11.7175,-1.7523,-1.0432,-2.044,-0.4388,-0.2136,-0.9688,0.3944],[-2.9046,-1.8866,9.203,17.4685,-0.5529,-1.1635,0.2313,-1.0409,-0.0645,-1.2475,-0.1045],[-3.2394,-1.1005,9.7698,20.2765,-0.8408,-1.4786,0.8288,-1.0221,0.1156,-1.3789,-0.191],[-2.5501,-0.2929,12.613,19.4965,-1.5618,-0.4407,1.8752,-0.6009,0.3457,-1.0958,-0.3742],[-1.4224,-0.725,16.5681,15.9131,0.138,0.3252,-0.9786,-0.4193,0.2994,-1.0682,-0.2019],[-2.9469,-0.9309,11.3149,17.38,0.6399,-1.2952,0.5423,-0.836,0.4137,-1.5454,-0.4108],[-3.1793,-1.3033,11.824,18.2431,-1.1512,-1.4026,-0.2982,-0.9091,0.1962,-1.6535,-0.4362],[-4.2493,-1.3711,11.2537,17.8025,-1.8141,-0.6908,0.5203,-0.5449,0.3704,-1.2614,-0.7671],[-3.0125,0.0339,11.3176,16.887,-1.403,-0.8999,0.9112,-0.7192,0.1983,-0.5744,-0.7762],[-4.0672,-0.5193,9.501,21.6318,-0.661,-2.7579,0.0423,-0.5385,0.2581,-1.1483,-0.1302],[-3.397,-0.4887,10.3121,21.0569,-1.0373,-0.8356,1.0908,-0.1482,0.1746,-1.2177,-0.2241],[-4.1027,-0.3425,10.9831,17.6554,-1.2377,-0.4471,-0.4052,-0.5011,-0.0805,-1.1526,-0.162],[-3.8406,-0.3527,9.7436,16.6308,-2.1522,-0.5455,-0.5677,-0.7573,0.1609,-0.9606,-0.296],[-4.296,-0.1181,6.0559,13.1186,-0.6146,-1.9183,2.0442,-1.1482,0.1024,-0.8227,-0.035],[-4.1824,-2.0618,9.8984,18.1152,-0.447,-0.6687,2.3847,-0.0724,0.4575,-1.1737,-0.0331],[-4.2094,-0.5138,8.3563,13.19,-1.9406,-0.9976,0.17,-1.0742,-0.1094,-1.2095,0.2464],[-3.368,0.2274,7.7548,12.1195,-2.654,-0.7039,-0.8269,-1.1153,0.0246,-1.4134,0.0877]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=tango>\n065\n</parameter>\n<parameter=zinc_orbit>\n16\n</parameter>\n<parameter=cobalt>\n42\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=tango>\n065\n</parameter>\n<parameter=zinc_orbit>\n16\n</parameter>\n<parameter=cobalt>\n42\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=tango>\n065\n</parameter>\n<parameter=zinc_orbit>\n16\n</parameter>\n<parameter=cobalt>\n42\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=tango>\n065\n</parameter>\n<parameter=zinc_orbit>\n16\n</parameter>\n<parameter=cobalt>\n42\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0226-renamed-611403","set":"renamed_A","cohort":"no_tool","family":"transfer_direction","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to copy an item into a destination while retaining it at the source. Do not access or change stored data.\nContainer the item goes to: \"065\". Container the item comes from: \"spruce_671\". Item identifier: \"cedar_755\".\nUnrelated archived note: maple_501, reference 075. These are not inputs to this request.","tools":[{"function":{"description":"Copy an item into a destination while retaining it at the source. Inert synthetic operation.","name":"ripple","parameters":{"additionalProperties":false,"properties":{"lattice":{"description":"Item identifier","type":"string"},"mosaic":{"description":"Container the item comes from","type":"string"},"sable":{"description":"Container the item goes to","type":"string"},"velvet":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["lattice","mosaic","sable"],"type":"object"}},"type":"function"},{"function":{"description":"Move an item from a source container into a destination container. Inert synthetic operation.","name":"fable","parameters":{"additionalProperties":false,"properties":{"lattice":{"description":"Item identifier","type":"string"},"mosaic":{"description":"Container the item comes from","type":"string"},"sable":{"description":"Container the item goes to","type":"string"},"velvet":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["lattice","mosaic","sable"],"type":"object"}},"type":"function"}],"prompt_tokens":701,"decision":{"rms":0.3663651828436284,"sumsq":137.44378593284637,"hb":[-0.05745,-0.05522,-1.55655,-0.05335,-1.1033,0.23506,-0.51427],"lse":22.015395851847373,"logits":[14.297,15.11,14.003,13.11,12.522,12.392,9.031,10.254,10.638,11.37,9.554,14.869,12.909,9.762,16.024,11.76,9.043,11.951,9.412,10.462,19.843,10.245,10.07,14.7,12.579,12.494,13.74,9.308,12.031,9.741,8.817,13.918,16.223,9.229,13.975,12.758,9.897,12.418,9.059,9.038,13.632,9.606,7.707,13.219,5.859,8.591,5.014,12.943,6.347,15.965,5.881,8.09,8.941,8.632,8.464,5.567,10.176,12.369,11.91,6.428,7.871,16.191,4.38,7.343,8.105,10.7,6.858,11.533,2.518,17.841,10.383,8.279,10.052,-0.698,12.373,3.81,8.759,5.236,9.907,13.567,8.617,10.761,9.643,9.425,10.985,6.806,9.556,4.981,11.912,11.674,0.592,5.199,19.819,9.138,9.051,5.966,14.099,-4.071,2.303,4.756,7.984,8.564,1.193,9.737,2.941,14.797,12.393,4.235,8.016,11.04,6.848,10.341,7.486,6.394,7.525,12.705,18.9,8.668,8.965,11.785,13.608,11.709,14.525,15.669,16.531,13.129,3.575,10.379,8.402,7.406,3.027,10.008,5.039,9.096,9.71,7.583,5.924,14.612,5.291,9.05,8.47,16.373,14.358,6.509,2.021,9.011,14.518,-0.317,17.092,3.798,-1.793,10.294,6.319,8.605,5.096,10.021,9.009,8.59,9.898,9.811,9.104,4.92,10.312,-1.546,8.746,6.089,11.472,9.15,-4.899,10.79,14.581,13.57,14.284,8.112,10.053,7.54,7.968,8.087,12.033,7.705,7.898,6.352,7.224,4.609,9.394,15.608,6.702,12.593,-1.454,11.48,11.08,4.091,15.57,14.183,5.76,7.723,8.486,15.061,9.193,3.793,9.229,12.718,6.432,1.976,12.052,9.561,12.46,8.639,4.355,11.545,3.101,14.096,15.643,2.732,8.964,6.317,-4.208,3.511,3.431,3.164,10.808,6.987,9.899,4.502,1.038,6.721,8.31,4.358,1.219,5.872,10.778,-0.514,4.025,7.805,8.785,10.794,5.788,11.73,6.818,11.399,7.694,5.018,3.89,5.273,7.071,11.58,0.245,-1.403,9.594,9.832,1.345,10.341,10.867,9.698,5.797,-1.613,11.638,12.153,8.416,14.267,11.382,10.861,5.061,0.658,5.368,8.989,5.627,10.577,5.819,16.468,0.847,2.237,0.509,4.142,2.875,8.665,8.9,6.618,7.984,1.952,12.665,8.834,0.798,8.863,6.932,9.801,-1.577,9.417,13.227,13.151,9.164,6.194,13.041,7.657,10.016,8.887,9.965,11.902,13.529,9.531,12.212,8.107,5.745,10.0,6.65,6.503,6.85,11.064,1.605,9.858,9.251,7.085,15.754,4.703,-1.113,-1.526,9.79,7.523,-1.08,0.68,5.297,9.859,8.651,7.712,7.349,17.271,-3.225,-2.464,8.659,11.853,17.579,8.781,3.12,12.44,13.27,5.146,9.436,2.335,3.71,6.986,0.587,10.243,12.451,11.598,7.013,5.417,8.067,3.786,8.155,2.499,11.829,5.596,-0.048,5.685,7.778,13.363,6.36,12.732,9.924,7.77,2.284,7.195,-0.081,0.809,13.323,11.067,10.469,5.628,3.913,4.273,10.577,9.957,0.504,5.291,11.798,4.393,5.665,12.683,8.88,16.3,3.882,-0.999,14.797,3.065,7.494,5.104,1.836,3.127,9.424,12.021,3.552,12.294,6.376,13.306,1.0,11.804,7.924,6.311,2.69,3.427,4.715,-1.949,5.625,4.33,10.939,3.457,9.769,11.481,-0.564,2.724,11.005,8.498,2.919,6.087,10.444,10.17,-0.722,11.251,6.887,10.628,8.229,10.175,2.636,8.29,7.065,9.756,3.515,0.561,14.383,-0.608,13.323,8.973,2.777,5.663,1.952,5.85,7.632,8.907,11.581,14.199,10.882,9.344,7.572,5.775,2.193,6.037,10.597,2.146,12.283,1.682,8.186,1.088,12.22,-0.933,4.507,2.203,10.902,5.81,4.671,1.082,2.571,13.161,9.142,5.949,9.804,2.609,-0.845,2.743,7.806,9.159,9.772,15.186,8.287,-0.555,2.353,2.173,2.131,8.471,7.69,1.439,9.953,6.493,10.398,-0.015,8.451,10.754,-0.25,10.037,18.115,11.601,4.781,8.592,5.838,8.078,8.267,7.756,12.063,0.916,8.936,2.393,7.446,4.315,5.172,8.368,1.493,5.479,0.204,6.351,10.537,14.031,4.861,11.089,1.561,4.008,10.955,3.221,7.617,14.946,8.247,5.416,9.254,2.229,1.917,-2.306,7.62,6.783,2.875,-2.151,1.468,6.9,6.994,6.709,3.745,5.215,5.337,4.856,8.003,3.819,7.009,6.193,8.022,3.513,-0.33,12.161,-0.162,7.074,12.978,10.817,4.879,5.792,2.102,6.547,0.364,0.352,8.336,11.277,5.914,11.959,1.892,8.329,8.392,4.51,-0.595,4.493,9.692,13.071,8.747,3.521,10.023,3.881,1.48,4.516,7.215,10.656,2.402,5.107,-0.689,6.5,8.253,0.83,2.157,7.364,10.258,0.815,4.708,1.532,6.959,0.437,10.334,-0.67,13.189,10.016,-1.367,6.399,8.547,2.512,2.995,3.468,7.576,11.692,2.534,8.463,7.201,5.604,12.726,11.322,3.366,-3.417,-2.683,0.844,8.168,10.827,8.636,9.376,-0.349,6.629,3.7,7.589,7.113,8.697,10.669,7.1,6.026,2.786,6.398,12.757,5.767,10.004,-0.133,3.437,5.034,2.294,2.742,5.062,8.137,16.155,6.968,1.322,0.661,7.976,8.284,0.465,5.859,8.905,5.737,9.596,7.779,-4.407,8.122,4.517,0.125,4.249,9.433,9.403,0.605,0.499,0.424,11.971,-0.366,5.093,9.207,6.621,7.119,11.233,1.403,5.449,8.698,0.805,4.059,14.243,-3.969,-0.701,4.608,6.853,1.244,7.808,8.981,3.827,0.551,3.714,4.645,2.552,7.51,9.447,2.812,1.142,-0.395,9.767,8.687,7.966,4.811,12.342,14.337,9.411,4.42,6.294,2.102,3.816,6.988,2.161,7.927,3.964,1.147,-0.269,14.581,-1.104,7.355,4.288,2.14,5.236,8.328,0.29,9.524,12.288,1.846,1.588,6.638,5.91,3.4,5.458,4.051,2.023,6.02,2.669,3.661,8.204,-0.326,9.273,8.299,5.433,4.893,0.824,4.906,8.075,1.177,8.466,9.452,1.404,12.261,2.892,4.823,7.264,5.772,2.707,8.703,2.399,2.614,3.8,7.098,0.362,0.234,15.905,0.715,1.752,6.94,1.856,-2.612,2.472,8.975,1.267,3.08,-1.766,2.926,11.156,7.748,2.917,-0.885,2.64,-1.43,1.754,0.928,-3.157,6.136,10.886,2.71,-0.678,3.884,6.0,0.711,7.372,13.239,-0.912,6.347,6.51,3.816,6.545,8.504,-0.48,3.542,0.611,10.039,1.403,1.129,3.818,1.622,1.527,-1.664,-0.254,2.386,1.672,4.097,6.094,0.091,5.389,3.99,2.367,-0.331,-4.559,0.108,1.427,2.616,-0.155,2.919,2.404,4.663,1.13,5.723,2.968,-1.027,-0.85,3.201,1.505,3.231,4.389,2.812,3.942,-1.106,4.156,3.051,2.377,0.067,-3.916,3.2,5.359,-0.008,0.536,2.213,-1.255,1.009,10.413,9.275,2.815,2.411,3.718,4.034,3.038,0.97,-1.751,3.917,1.389,0.888,2.499,1.74,-4.55,2.452,-0.352,3.12,0.939,2.153,-0.967,-2.459,2.626,0.69,-2.533,1.257,3.44,2.167,-1.687,-1.644,-2.687,1.771,1.302,0.567,3.095,2.655,1.101,0.833,3.718,2.137,-1.239,0.55,-0.229,3.043,-0.021,3.758,2.121,3.692,2.905,-0.778,-1.187,5.646,3.503,1.8,2.749,4.187,4.004,1.457,-0.044,-0.164,-0.45,-3.36,3.034,-0.808,3.154,1.45,4.572,1.956,1.588,4.367,5.177,1.786,4.082,-2.304,0.418,1.723,0.798,1.87,2.239,0.31,2.459,-3.056,-3.256,3.196,1.129,0.551,2.449,1.456,3.53,0.379,5.819,0.065,2.93,1.888,2.772,1.619,-2.046,6.024,0.532,2.455,3.176,-0.531,0.916,2.325,6.11,1.027,1.304,1.214,3.42,0.517,1.031,2.874,1.695,3.355,-0.164,1.799,0.931,-1.013,-0.598,0.095,-2.82,4.748,-0.826,2.24,1.725,1.109,0.882,2.536,3.088,2.834,-3.772,2.189,1.966,-1.644,-0.679,0.681,3.576,0.47,-0.474,6.934,0.8,2.407,2.573,4.342,1.261,2.862,-1.353,2.859,1.5,0.05,0.626,-2.981,0.47,3.564,4.61,0.514,4.094,3.238,4.6,1.165,3.92,3.451,0.637,4.855,0.201,3.532,4.249,-0.464,-0.17,-0.955,0.263,-1.74,-0.257,1.181,0.311,2.307,-2.323,2.06,2.132,-1.258,0.187,4.769,3.508,2.292,3.015,3.117,1.837,-4.032,9.62,21.478,8.887,10.351,9.561,15.05,12.012],"base_top":[[248058,21.478],[40,19.843],[1206,19.819],[1919,18.9],[27775,18.115],[760,17.841],[12189,17.579],[11762,17.271],[2665,17.092],[2064,16.531]]},"positions":{"tokens":[248058,198,27,1628,28,79530,29,198,27,15704,39287,30748,29,198,1931,277,62,22,20,20,198,510,15704,29,198,27,15704,28,8367,59315,29,198,49931,10208,62,21,22,16,198,510,15704,29,198,27,15704,13744,470,29,198,15,21,20,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","ripple",">","\n","<","parameter","=l","attice",">","\n","ced","ar","_","7","5","5","\n","</","parameter",">","\n","<","parameter","=","mos","aic",">","\n","spr","uce","_","6","7","1","\n","</","parameter",">","\n","<","parameter","=s","able",">","\n","0","6","5","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.2932,-1.4593,0.2737,0.6609,-2.139,0.5427,0.5109,0.0318,0.1973,-0.8992,-0.0713],[-3.7895,-0.0882,7.4026,14.9539,-1.5241,-1.6889,1.8009,-0.9039,0.0592,-0.7559,-0.2756],[-3.8973,-1.3415,10.2317,16.1985,-1.6136,-1.0884,0.0592,-0.2375,0.1837,-0.8377,-0.112],[-2.2112,-1.0677,9.0393,15.755,-2.2951,-0.4902,0.7855,-0.8201,-0.0684,-0.6125,-0.2468],[-2.2626,-1.4002,8.2457,14.9917,-2.3152,-1.2532,-0.3859,-0.5471,0.2619,-0.7628,0.3201],[-1.8184,-1.3099,12.255,11.5918,-1.2494,-1.9334,0.0627,-0.7455,0.4877,-0.8531,-0.1604],[-4.3846,-1.4327,9.7553,21.0137,-1.0475,-2.3847,0.2115,-0.8769,0.3011,-0.9861,0.0965],[-5.3347,-0.475,10.6456,21.4531,-2.1621,-2.3068,0.2098,-0.3123,0.0444,-0.9646,-0.2758],[-5.4562,-0.8733,12.2863,18.3422,-2.3216,-1.5305,-1.1901,-0.3499,-0.1641,-1.0204,-0.2319],[-1.1127,-1.3411,10.2276,16.1414,-3.1569,-1.1516,2.0743,-0.6981,-0.111,-0.8784,-0.5102],[-1.9853,-1.5617,11.3294,19.9465,-4.0332,-0.9787,-3.3567,-0.8724,0.0119,-1.274,0.1501],[-2.813,-1.2461,10.511,17.1711,-3.2325,-1.7441,-1.1347,-0.5501,-0.1278,-0.8614,0.0348],[-3.9816,-1.8877,11.9325,21.1846,-2.4534,-1.9333,-0.2952,-0.8326,0.1962,-1.6613,-0.1481],[-2.7175,-0.841,15.6777,18.267,-3.4656,-0.6589,1.702,-0.2973,0.5173,-1.0222,-0.249],[-0.4683,-0.58,18.9814,13.898,-1.5509,-0.86,-1.1418,-0.5219,0.5377,-1.0433,-0.2152],[-2.8344,-2.7847,13.8355,21.5301,-0.9538,-0.7061,1.0534,-1.2954,0.1199,-1.0586,-0.042],[-4.4841,-1.2119,13.1464,23.0357,-1.6933,-0.1953,1.3109,-1.6755,0.2196,-1.6398,-0.2099],[-2.8959,-1.9285,16.3377,21.818,-1.4698,-0.7955,-0.6255,-0.5459,0.0213,-1.4416,-0.84],[-3.3868,-1.9025,13.9662,20.8016,-1.0856,-2.9631,-1.7246,-1.4761,0.059,-1.5879,-0.6553],[-3.2742,-1.755,12.7608,21.5556,-0.9669,-3.4632,-0.6671,-1.3688,0.3889,-1.3518,-0.5116],[-4.0143,-1.2835,10.8745,20.6272,-2.155,-1.7535,0.5657,-0.7483,0.2752,-1.3204,-0.1477],[-4.5168,-1.9537,12.6321,19.0226,-1.9064,-1.577,0.0766,-0.4841,0.2945,-1.2169,-0.5868],[-2.9325,0.2559,11.867,17.3898,-2.402,-1.0831,0.6882,-0.5694,-0.0158,-0.9256,-0.6031],[-4.5931,-0.6797,10.2354,21.2801,-1.8545,-2.9476,-0.1122,-0.8742,0.1433,-1.1244,-0.1082],[-4.7202,-1.3619,11.3058,21.6224,-2.3748,-0.7693,1.7485,-0.0875,0.2451,-1.2526,-0.0352],[-4.4952,-0.9029,11.9627,18.8725,-1.9666,-1.2181,0.2687,-0.2424,-0.2151,-1.0222,-0.2534],[-0.5339,-1.648,10.5772,16.2122,-3.3764,-1.8095,1.7589,-0.5521,-0.1233,-0.7643,-0.2574],[-0.7441,-1.5612,11.3093,17.0965,-3.8918,-1.9464,-2.4754,-0.493,-0.0245,-1.2279,0.3355],[-0.818,-1.8917,14.0301,17.7488,-3.2774,-1.7174,-2.4211,-1.0299,0.1095,-1.3988,-0.453],[-2.9094,-1.7005,10.405,18.8872,-2.5505,0.3019,-0.3021,-1.257,0.0954,-1.0942,0.1923],[-3.5278,-1.2628,11.1296,20.8322,-1.7222,-1.2693,0.4696,-0.8749,0.0602,-1.5488,-0.0282],[-2.5612,0.0757,15.173,19.1954,-3.613,-0.3221,1.68,-0.2338,0.4385,-1.2219,-0.1027],[-0.7317,0.0745,18.5711,14.4544,-1.6401,-1.0388,-1.1464,-0.3349,0.4534,-1.2696,-0.1068],[-3.5437,-1.6543,12.6264,19.7373,-0.7698,-0.5437,1.0263,-1.2095,-0.1295,-1.1246,0.1786],[-4.5214,-0.9781,12.0803,22.6548,-1.5866,-0.9206,0.6113,-1.6321,0.2793,-1.6876,0.0105],[-2.8368,-1.9187,15.6497,21.5826,-2.323,-1.3325,-1.1484,-0.7658,-0.0203,-1.5495,-0.6883],[-3.6786,-1.975,12.6028,21.1317,0.2435,-1.3268,0.2852,-1.4247,0.0504,-1.6042,-0.6805],[-3.1363,-1.4826,13.0142,22.3891,-0.5819,-1.555,-0.5011,-1.2906,0.3247,-1.7024,-0.4403],[-3.6893,-1.1445,10.5206,21.4531,-2.0615,-1.5986,0.0634,-0.6743,0.181,-1.3549,-0.103],[-4.3816,-1.8732,13.0787,20.5221,-2.1938,-1.1036,0.1578,-0.457,0.4105,-1.2752,-0.5256],[-3.5352,-0.0054,12.3726,19.1664,-2.322,-0.592,1.2024,-0.5938,0.092,-0.7989,-0.7003],[-4.7726,-1.0738,10.7319,22.389,-0.7059,-2.5935,1.0867,-1.1178,0.4466,-1.1177,-0.2532],[-2.9409,-0.7176,11.607,21.3822,-1.6078,-0.3828,1.749,-0.3386,0.2083,-1.2848,-0.291],[-4.6466,-0.7658,12.065,19.7838,-1.4665,-0.5699,0.478,-0.6337,-0.0129,-1.1353,-0.316],[-1.2257,-0.8579,11.9704,18.4019,-2.7882,-0.9352,2.5135,-0.694,0.1528,-0.7302,-0.2978],[-2.0767,-1.2896,12.7857,19.1146,-2.3277,-1.3576,-2.3872,-0.9634,0.176,-1.2727,0.2305],[-1.3454,-0.1827,11.4855,17.3,-1.4766,-2.7072,-1.2613,-1.2601,0.1472,-0.9442,-0.2296],[-3.7816,-1.6276,10.3641,21.4496,-1.0323,-1.413,0.1449,-1.1298,0.1035,-1.2957,0.0238],[-3.3823,-0.2555,13.5084,20.4544,-3.1183,-0.9261,1.2522,-0.4304,0.332,-1.0097,-0.1264],[-2.3479,-0.5181,17.8539,17.5358,-2.0661,-1.244,-1.6869,-0.3751,0.2668,-1.0638,-0.2668],[-3.3258,-1.9866,13.9413,21.7279,-0.7459,-2.9553,-0.0589,-0.744,0.2888,-1.0943,-0.4444],[-3.4396,-2.0939,13.4846,21.2086,-1.46,-2.5382,-1.0297,-1.0894,0.4626,-1.3817,-0.482],[-4.0267,-1.7868,11.2602,21.6762,-1.1121,-1.9114,-0.0055,-0.8372,0.2154,-1.4156,-0.1888],[-3.7572,-1.9434,12.5148,19.239,-1.425,-1.111,0.4683,-0.7602,0.4116,-1.3353,-0.5227],[-2.4392,-0.1902,11.6437,18.5341,-1.7143,-0.7298,1.1764,-0.7655,0.2205,-0.7093,-0.5841],[-2.6784,-0.1851,9.4569,20.6533,-0.8003,-2.2341,0.2651,-1.0305,0.3985,-1.249,-0.0794],[-2.7095,0.2159,11.0292,19.9537,-1.5752,-0.8352,0.8267,-0.6385,0.1494,-1.3459,-0.3131],[-2.9219,-0.0049,11.2245,16.9708,-0.9863,-0.8725,-0.4306,-0.9302,0.031,-1.2801,-0.2947],[-3.2878,-0.4331,11.2302,17.9696,-1.9084,-0.7735,-0.344,-1.0597,0.3229,-0.9614,-0.4171],[-4.5542,-0.4218,5.8719,13.7236,-0.901,-1.4553,1.6102,-1.2108,0.3009,-0.8581,-0.0505],[-4.0511,-1.7384,10.1945,16.8283,-1.0123,-1.1003,3.1519,-0.0412,0.5237,-0.999,-0.2319],[-3.7912,0.6348,7.8937,11.9924,-1.5614,-1.0934,-0.4717,-0.9155,-0.0715,-1.2842,0.2161],[-2.8155,0.5364,9.2936,13.6615,-1.6271,-0.5748,-1.9092,-1.0259,-0.0451,-1.4854,0.1066]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=ripple>\n<parameter=lattice>\ncedar_755\n</parameter>\n<parameter=mosaic>\nspruce_671\n</parameter>\n<parameter=sable>\n065\n</parameter>\n</function>\n</tool_call>","n_tokens":63,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0254-renamed-611403","set":"renamed_A","cohort":"no_tool","family":"interval_boundary","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_509, reference 055. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to select values including both interval endpoints. Do not access or change stored data.\nDataset identifier: \"spruce_418\". Lower bound: 53. Upper bound: 64.","tools":[{"function":{"description":"Select values excluding both interval endpoints. Inert synthetic operation.","name":"vessel","parameters":{"additionalProperties":false,"properties":{"cipher":{"description":"Dataset identifier","type":"string"},"lattice":{"description":"Upper bound","type":"integer"},"lumen_parcel":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"sable":{"description":"Lower bound","type":"integer"}},"required":["cipher","sable","lattice"],"type":"object"}},"type":"function"},{"function":{"description":"Select values including both interval endpoints. Inert synthetic operation.","name":"harbor","parameters":{"additionalProperties":false,"properties":{"cipher":{"description":"Dataset identifier","type":"string"},"lattice":{"description":"Upper bound","type":"integer"},"lumen_parcel":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"sable":{"description":"Lower bound","type":"integer"}},"required":["cipher","sable","lattice"],"type":"object"}},"type":"function"}],"prompt_tokens":663,"decision":{"rms":0.37680757935579356,"sumsq":145.39054270461202,"hb":[-0.08511,-0.07284,-1.22979,-0.02674,-0.79607,0.29275,-0.48158],"lse":21.442245739646435,"logits":[15.061,13.594,14.003,12.851,13.026,12.374,8.769,12.137,10.982,12.315,10.582,15.464,12.953,11.057,14.422,13.74,9.345,10.052,11.49,12.209,19.937,11.033,11.163,15.539,13.122,11.978,11.231,11.441,13.889,13.403,9.365,13.274,16.024,9.043,12.55,10.642,10.434,12.042,9.673,9.849,13.345,13.012,9.468,11.8,6.548,7.349,3.986,11.634,9.565,15.986,5.657,7.641,9.602,10.021,8.132,7.434,9.461,11.228,11.816,6.684,6.231,16.537,2.625,6.46,8.424,10.797,6.711,11.964,1.298,18.281,11.019,10.526,9.103,0.961,14.135,4.675,10.709,7.604,11.148,12.64,8.614,9.704,12.494,10.034,10.71,9.961,7.807,3.02,12.622,11.244,0.388,6.278,19.111,10.571,8.171,7.176,14.167,-2.463,2.193,3.53,7.647,11.191,2.247,11.522,1.57,14.954,11.717,4.667,7.375,12.247,15.258,10.577,8.227,6.933,9.792,12.899,18.122,7.752,9.98,10.967,13.739,11.576,14.831,15.049,17.191,12.92,3.799,11.072,9.533,9.574,3.446,9.382,4.333,8.082,9.551,10.519,7.457,15.78,4.203,9.311,8.3,16.576,15.301,6.569,1.151,9.212,14.997,-2.067,17.428,2.551,-2.439,11.432,8.237,9.362,7.575,12.088,8.44,8.965,8.619,18.029,11.043,5.542,11.411,0.184,8.903,5.93,10.845,6.573,-4.742,11.078,12.73,13.607,14.568,8.324,8.322,8.783,11.189,6.934,12.943,7.884,9.565,6.386,5.434,2.525,9.929,16.704,7.287,12.14,0.816,11.671,11.745,5.232,15.814,11.707,8.101,7.0,9.997,15.789,10.025,3.877,9.425,11.867,7.263,1.307,13.11,10.394,13.369,10.805,3.504,12.101,4.908,16.526,15.28,2.822,9.263,6.705,-2.533,4.186,3.049,4.475,13.556,10.274,9.915,3.495,-0.236,5.473,9.356,5.337,2.456,5.902,11.587,-1.191,2.851,9.349,10.694,10.152,6.177,11.677,7.132,11.607,6.377,6.737,5.368,4.885,6.589,11.405,0.505,-0.709,11.216,9.878,2.585,12.634,10.851,11.315,7.95,0.354,11.342,12.981,9.762,13.064,12.038,11.709,5.371,1.527,4.695,10.779,3.748,10.718,7.758,15.152,1.833,4.416,-0.481,2.686,2.854,11.565,10.015,8.509,9.207,2.892,14.547,11.296,-0.305,7.541,8.454,8.913,1.609,11.011,11.813,14.612,10.127,7.506,13.108,10.804,9.137,10.187,9.299,12.352,14.044,10.328,12.294,10.146,6.123,11.297,7.977,5.856,8.886,12.774,0.46,9.964,9.186,8.82,15.923,4.404,-1.944,-0.323,9.4,8.271,-1.946,0.826,3.03,11.279,9.03,8.633,7.48,12.505,-3.238,-0.459,10.227,10.225,17.17,9.132,6.136,12.634,13.691,5.888,10.887,3.481,3.129,6.088,0.626,10.015,11.71,10.907,7.756,7.809,9.327,5.902,7.418,4.609,13.403,6.213,-1.158,2.049,9.753,13.314,9.029,13.012,10.002,9.341,4.609,6.304,1.454,0.687,14.533,12.409,10.644,6.769,3.394,4.868,12.132,11.701,1.733,7.973,11.419,3.487,6.645,12.341,10.253,16.241,3.965,-0.134,15.049,4.099,8.508,3.234,2.637,3.505,11.446,12.931,5.373,13.143,6.877,14.391,1.123,11.532,9.432,5.126,2.149,5.914,5.88,-2.024,6.29,3.866,10.954,0.264,8.596,11.763,-1.317,3.789,10.087,10.673,3.582,6.256,12.162,10.186,-0.358,10.277,9.401,11.221,7.189,13.467,3.519,8.565,5.735,9.794,2.584,0.807,13.802,-0.762,13.255,8.29,4.507,6.403,1.556,5.416,8.173,9.389,14.298,13.641,9.345,9.385,8.119,7.151,1.774,7.475,12.184,2.948,11.624,1.134,8.986,3.09,12.391,1.828,3.986,2.205,12.159,8.045,6.551,2.16,1.923,14.087,11.175,6.828,10.37,4.21,0.338,2.656,9.747,7.137,8.167,13.439,7.619,-1.19,2.942,1.893,2.333,9.533,8.626,2.796,12.237,6.917,11.607,0.568,8.645,12.635,0.773,9.334,17.049,12.492,7.799,7.831,8.161,11.255,6.942,9.079,12.482,1.003,9.94,1.51,7.493,3.721,4.817,7.96,1.93,8.206,1.275,5.78,10.742,13.57,5.778,11.876,1.484,4.81,10.819,4.386,9.799,14.386,8.192,6.016,8.956,1.707,4.101,-0.404,7.528,7.159,5.098,-1.99,4.634,8.149,8.198,8.792,5.312,4.622,5.855,7.236,10.412,3.299,6.324,7.682,7.702,4.358,0.107,11.326,0.246,6.914,13.642,11.401,3.592,5.277,2.161,6.277,-1.476,-1.604,7.734,10.246,5.852,12.094,4.666,7.885,9.629,5.674,-0.128,4.231,11.281,12.867,7.713,4.692,10.083,3.92,0.066,5.431,7.749,11.098,3.319,7.696,-0.077,8.035,7.683,2.379,3.486,6.324,12.36,0.843,5.754,1.474,7.687,2.937,8.818,1.486,12.061,11.684,-1.568,5.796,10.966,0.931,4.596,0.69,7.987,13.198,4.705,9.016,9.519,7.629,11.017,10.926,2.777,-2.918,-1.826,1.65,10.876,12.469,10.243,9.908,-0.592,6.771,3.85,8.835,7.581,8.482,11.49,7.798,6.017,3.778,5.832,12.861,6.328,9.727,-1.528,4.153,7.202,1.394,5.786,5.801,9.368,12.7,8.079,1.786,1.196,7.99,10.428,0.072,5.74,7.956,6.556,8.24,6.888,-4.377,7.576,4.758,0.379,5.086,9.022,11.063,1.161,2.611,1.016,14.992,-0.255,7.876,10.331,8.921,8.297,10.822,0.743,6.503,8.245,1.335,6.206,13.455,-3.238,0.514,4.812,6.09,2.333,7.546,8.598,5.433,0.9,4.444,5.584,2.387,8.561,11.361,2.077,2.566,0.898,10.193,6.383,9.8,6.867,13.266,14.953,9.957,3.493,7.601,2.116,3.367,9.123,0.934,9.494,4.62,2.814,0.019,12.784,-0.867,8.225,4.6,2.907,4.947,10.088,0.625,10.337,12.076,1.415,2.961,7.285,7.623,5.099,5.521,4.687,2.975,6.865,1.479,3.693,9.369,0.15,8.507,8.626,6.303,7.261,2.545,3.008,5.833,1.778,8.869,11.238,3.084,11.179,3.775,3.754,7.117,7.642,4.763,8.635,-0.21,3.541,4.945,8.468,1.166,1.329,11.933,3.104,2.132,8.21,0.698,-2.943,2.366,8.455,3.387,4.813,0.067,3.383,10.373,6.712,2.132,2.447,2.338,-1.825,0.657,1.174,-2.502,7.352,10.734,3.598,0.769,5.244,7.336,0.92,12.571,12.321,-1.412,7.418,6.003,5.203,5.182,10.066,-0.78,4.188,3.078,10.162,1.441,-1.093,4.884,1.775,2.03,-1.497,0.473,1.99,2.266,4.356,5.174,0.597,7.173,4.659,2.234,-1.763,-3.992,0.097,0.245,1.689,2.324,3.673,1.703,4.515,2.257,5.404,3.32,0.467,1.14,1.762,2.639,3.049,4.795,1.95,5.591,-2.017,4.138,2.356,3.212,0.195,-4.658,3.767,4.545,-0.016,-0.114,2.312,-1.25,1.202,9.739,9.15,1.898,1.919,3.146,4.852,4.65,1.882,-0.813,2.725,3.158,0.387,1.694,1.363,-3.649,2.847,-1.864,2.911,2.005,1.745,0.169,-0.27,3.948,0.44,-0.865,1.384,2.853,1.245,-1.265,1.384,0.992,1.363,1.539,-0.547,1.37,1.432,1.365,-0.53,4.269,1.868,-0.578,0.51,-0.777,1.736,0.738,1.326,2.089,3.996,2.809,0.893,-1.154,6.105,4.215,1.968,2.089,3.775,4.369,-0.418,-0.098,-0.446,-0.162,-1.359,4.941,-1.584,2.984,1.353,4.872,2.776,2.996,4.566,3.079,1.11,5.366,-1.931,0.716,-0.394,1.01,1.474,1.726,1.764,1.937,-1.927,-3.96,3.618,-0.259,1.124,2.523,1.904,4.052,1.788,5.69,1.865,3.331,-0.052,0.903,0.308,-1.439,5.543,1.352,3.013,4.734,-0.864,0.429,2.957,4.781,1.636,2.811,2.717,3.179,0.422,0.789,4.726,2.485,3.667,1.565,1.714,3.311,-1.286,-0.028,0.127,-1.752,4.673,-0.179,0.984,2.574,1.769,1.033,3.246,3.366,5.349,-0.509,2.667,2.73,2.267,0.492,-0.073,3.499,1.35,0.588,6.725,0.583,5.056,3.195,6.507,0.133,4.203,-1.719,3.695,0.422,0.845,1.494,-2.841,-0.661,2.97,3.791,0.876,4.91,1.615,4.825,1.209,3.478,3.552,1.281,7.551,-0.671,6.023,4.918,-0.354,2.413,-0.468,1.418,-2.673,-0.234,0.028,0.248,2.541,-1.955,2.801,2.248,-1.529,1.175,6.311,3.521,2.414,3.063,3.539,2.569,-2.52,8.552,20.358,7.27,10.083,9.825,15.511,12.83],"base_top":[[248058,20.358],[40,19.937],[1206,19.111],[760,18.281],[1919,18.122],[3270,18.029],[2665,17.428],[2064,17.191],[12189,17.17],[27775,17.049]]},"positions":{"tokens":[248058,198,27,1628,37956,34373,29,198,27,15704,18941,10245,29,198,49931,10208,62,19,16,23,198,510,15704,29,198,27,15704,13744,470,29,198,20,18,198,510,15704,29,198,27,15704,39287,30748,29,198,21,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=v","essel",">","\n","<","parameter","=c","ipher",">","\n","spr","uce","_","4","1","8","\n","</","parameter",">","\n","<","parameter","=s","able",">","\n","5","3","\n","</","parameter",">","\n","<","parameter","=l","attice",">","\n","6","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[5.0688,-0.4191,-1.1325,-0.6392,-2.3661,1.2386,-0.8318,-0.0119,0.166,-0.9559,-0.1151],[-3.8151,0.572,7.2566,13.9091,-1.2042,-1.1587,1.4303,-0.6112,0.0755,-0.5152,-0.3291],[-3.5778,-1.024,11.1809,17.7819,-1.6744,-0.4029,-0.7199,-0.1863,0.179,-0.857,-0.1871],[-2.3715,-0.8248,10.9559,17.6083,-1.9989,0.0932,0.0455,-0.5928,-0.0717,-0.6468,-0.1221],[-0.8311,-0.8641,10.8332,16.3867,-2.8102,-0.1545,-2.8707,-0.479,0.2149,-1.0111,0.4181],[-1.5478,-0.6635,11.7088,17.8659,-0.3291,-2.4326,-1.5411,-0.2147,0.2126,-1.1641,0.085],[-3.2518,-1.1265,10.3335,19.3516,-1.3033,-1.7245,0.6084,-0.9943,0.2566,-1.4192,0.2104],[-3.7282,-0.0489,10.4941,20.9535,-1.9361,-1.935,1.4593,-0.2228,0.0555,-1.202,-0.128],[-4.6473,-0.0385,11.7207,16.9746,-2.3718,-1.8686,0.5035,-0.1494,-0.2456,-1.1231,-0.0215],[-0.8306,-1.0332,9.6742,13.9513,-2.9472,-2.537,3.8785,-0.0419,-0.1727,-0.8338,0.0717],[-1.3707,-0.3433,10.8663,16.004,-3.1754,-2.867,-0.966,-0.1755,-0.0769,-1.3764,0.6643],[-0.8729,0.6281,8.5895,13.4383,-3.2394,-0.9954,-0.5441,-0.6573,-0.1515,-1.1635,0.0839],[-2.9959,-1.3879,12.0088,21.5096,-1.9306,-1.5457,0.5955,-0.8656,0.0112,-1.7772,-0.0101],[-2.1424,-0.8007,16.7387,21.046,-3.5805,-0.9289,1.2088,-0.2577,0.3686,-1.6288,-0.2201],[-0.2281,-0.7606,20.0315,16.6194,-1.5537,-1.2804,-1.8605,-0.382,0.2498,-1.6309,-0.2051],[-2.9388,-1.2557,13.4323,19.4515,-1.0064,-0.2647,0.7196,-1.0835,-0.0677,-1.2653,0.1248],[-3.0485,-0.9222,13.4341,22.4242,-1.7705,0.4298,0.1713,-1.3737,0.3046,-1.7647,0.1055],[-1.5174,-2.3532,17.5917,20.3881,-1.4553,0.1542,-1.6957,-0.8234,0.252,-1.9053,-0.4122],[-3.2954,-1.7839,13.9694,21.5812,-0.7185,-1.3912,-0.7041,-1.4599,-0.0428,-1.9357,-0.2833],[-2.8992,-1.8038,12.6855,21.6228,-0.5301,-1.1126,1.0168,-1.2623,-0.0418,-1.8155,-0.2088],[-3.6663,-0.7217,11.6694,22.1758,-1.4432,-1.7083,0.7108,-0.7408,0.1992,-1.638,-0.1326],[-4.7521,-1.4485,12.189,19.3176,-1.3298,-1.3101,-0.3745,-0.4962,0.1442,-1.3715,-0.5427],[-3.1398,-0.136,10.2711,15.5649,-1.9383,-1.0196,0.8676,-0.2832,-0.0274,-0.7706,-0.5172],[-4.6093,-0.4768,10.5865,21.9602,-1.2005,-2.2419,0.2582,-0.8454,0.4256,-1.2081,-0.2686],[-2.8542,-1.2123,12.4085,22.0193,-2.0619,1.2057,1.2798,-0.2597,0.4731,-1.3934,-0.0516],[-4.3734,-0.8611,12.2063,19.7559,-1.8865,-0.5426,-0.0532,-0.2912,0.0589,-1.1663,-0.2002],[-1.5744,-1.1554,11.8679,19.5817,-2.9112,-1.0538,2.0097,-0.6314,0.0413,-0.9832,-0.3018],[-1.7399,-1.3149,12.4352,20.8977,-2.9238,-0.4172,-2.5842,-1.0712,0.1278,-1.4598,0.1415],[-0.4313,0.3448,11.1318,16.8618,-1.5302,-2.4335,-1.215,-1.1229,0.0693,-0.861,-0.2492],[-3.191,-1.0267,10.6086,21.671,-2.1159,-2.0506,0.7233,-1.1803,0.0548,-1.5676,-0.3346],[-2.586,-0.1754,13.9556,21.0202,-3.3141,-1.5626,1.9068,-0.7489,0.3931,-1.1249,-0.4824],[-1.3799,-0.6095,18.0745,18.265,-2.0946,-0.945,-1.8913,-0.5682,0.2165,-1.0732,-0.2555],[-3.1557,-0.6993,12.3006,20.4042,-0.256,-2.5563,-0.1842,-0.7281,0.2425,-1.3387,-0.441],[-4.4169,-0.7332,11.6856,21.5776,-2.4804,-1.7229,0.5204,-0.4694,0.1689,-1.1161,-0.3544],[-5.2474,-0.8939,12.8902,19.3432,-2.3107,-0.9898,0.4004,-0.5992,0.3345,-1.2936,-0.5901],[-3.4392,-0.1349,11.6956,18.4041,-1.6659,-0.7687,1.2745,-0.7621,0.1624,-0.8937,-0.8117],[-5.3149,-0.1854,10.035,20.8504,-2.7336,-1.8983,0.1439,-0.9829,0.2132,-1.149,-0.1783],[-3.8402,-0.0071,11.8207,20.6492,-3.0318,-0.5275,1.575,-0.2841,0.1395,-1.1259,-0.1323],[-5.2581,-0.8744,11.629,18.5932,-2.3642,-0.5575,-0.828,-0.4836,-0.0721,-1.0437,-0.3254],[-1.104,-1.1641,10.0791,17.1115,-3.6514,-0.9821,2.5182,-0.7776,-0.0795,-0.7098,-0.2382],[-2.6384,-1.0371,10.9072,18.8384,-3.9734,-0.5062,-2.1938,-0.9329,0.0502,-1.1091,0.3382],[-2.3957,-1.3302,10.4603,17.2132,-2.4536,-1.4338,-1.6045,-0.8123,-0.1098,-0.9315,0.2062],[-2.9681,-1.9798,10.03,20.974,-2.3626,-1.2934,0.7842,-0.8391,0.2383,-1.4048,-0.1816],[-3.0661,-1.2755,13.1778,21.14,-3.4555,-1.8765,2.4347,-0.5176,0.223,-1.0872,-0.354],[-1.8852,-1.484,17.2874,18.7701,-2.507,-0.8701,-1.0562,-0.3963,0.1246,-1.0902,-0.0929],[-2.1219,-1.7993,12.9568,20.6526,-0.634,-1.345,-1.2136,-0.6789,0.3323,-1.2553,-0.3698],[-3.9445,-1.4247,11.3798,21.9118,-1.7273,-1.4285,0.3351,-0.5284,0.2337,-1.2543,-0.2665],[-3.8475,-2.2567,12.2221,19.1001,-1.767,-1.0206,0.3961,-0.6544,0.3003,-1.2323,-0.6794],[-2.5707,0.0826,12.1372,17.743,-2.1053,-0.8313,0.5855,-0.8728,0.2314,-0.6906,-0.6101],[-3.1914,-0.5388,8.8657,20.8005,-1.4212,-2.0506,0.2343,-0.7784,0.2658,-1.2953,-0.1102],[-2.1217,-0.7182,9.6687,19.9672,-2.0408,-0.6081,1.4536,-0.2693,0.0821,-1.263,-0.4264],[-3.3214,-0.2624,10.2908,17.0615,-2.1086,-0.2281,-0.8505,-0.6898,-0.0949,-1.2571,-0.3385],[-3.1575,-0.3035,10.2314,16.7584,-2.0129,-0.7689,-1.3904,-0.9029,0.1808,-1.1926,-0.4673],[-4.4086,-0.6639,6.5607,13.9585,-0.6204,-1.4859,1.5714,-1.3015,0.3214,-0.9801,-0.0869],[-2.9792,-2.3902,10.0105,18.0709,-1.546,-0.6961,2.423,0.014,0.4913,-0.9762,-0.0415],[-3.6447,-0.2266,9.4364,12.9838,-2.0719,-0.7605,-0.6487,-0.8202,-0.0101,-1.2488,0.1241],[-2.827,-0.0531,9.7982,13.6445,-1.837,-0.7162,-1.5082,-1.0995,-0.0475,-1.5466,0.1201]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=cipher>\nspruce_418\n</parameter>\n<parameter=sable>\n53\n</parameter>\n<parameter=lattice>\n64\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0138-renamed-611403","set":"renamed_A","cohort":"no_tool","family":"set_membership","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to return members common to both sets. Do not access or change stored data.\nFirst set identifier: \"043\". Second set identifier: \"maple_935\".\nUnrelated archived note: spruce_216, reference 053. These are not inputs to this request.","tools":[{"function":{"description":"Return members in either set. Inert synthetic operation.","name":"marble","parameters":{"additionalProperties":false,"properties":{"cobalt":{"description":"First set identifier","type":"string"},"fern_quartz":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"meadow":{"description":"Second set identifier","type":"string"}},"required":["cobalt","meadow"],"type":"object"}},"type":"function"},{"function":{"description":"Return members common to both sets. Inert synthetic operation.","name":"sable","parameters":{"additionalProperties":false,"properties":{"cobalt":{"description":"First set identifier","type":"string"},"fern_quartz":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"meadow":{"description":"Second set identifier","type":"string"}},"required":["cobalt","meadow"],"type":"object"}},"type":"function"}],"prompt_tokens":622,"decision":{"rms":0.36309443529746027,"sumsq":135.0006465986371,"hb":[-0.08607,-0.14253,-1.5491,-0.08705,-1.14157,0.25896,-0.59505],"lse":22.178334383859355,"logits":[15.318,14.22,15.027,12.602,13.696,14.129,9.0,10.137,10.999,11.821,11.18,15.885,13.682,10.79,15.366,12.115,9.569,10.876,10.546,11.349,19.477,11.413,13.038,14.714,12.756,12.583,13.263,13.194,13.288,9.931,9.625,14.343,16.478,9.757,14.268,11.121,10.64,11.667,10.395,11.566,13.17,9.95,9.397,13.401,7.467,7.713,4.277,13.085,8.427,15.353,5.595,6.731,9.36,9.887,8.822,6.579,10.849,11.554,12.324,6.662,8.209,17.107,2.612,6.919,7.79,12.234,15.305,12.858,0.721,18.711,10.928,8.308,9.305,-1.931,13.816,3.102,12.101,6.943,9.427,13.713,8.191,9.529,10.911,10.84,11.352,7.441,8.464,5.602,11.895,12.916,0.976,5.505,19.613,11.177,8.739,7.635,14.191,-3.881,2.092,7.818,8.561,9.6,2.029,10.276,1.148,15.2,12.463,3.914,8.771,11.007,7.847,10.887,8.106,6.78,8.03,12.975,18.061,7.818,9.33,10.052,14.569,11.891,15.12,15.582,17.481,13.429,4.009,9.782,9.668,9.726,5.031,9.689,3.639,8.556,10.513,7.783,6.277,16.43,3.307,10.304,10.512,16.088,14.706,5.621,2.518,8.798,15.274,-1.503,17.579,1.267,-2.241,10.909,8.497,9.323,6.502,10.474,9.19,9.854,9.293,10.833,10.229,5.58,10.743,-0.729,10.144,5.092,11.258,6.134,-4.874,9.535,13.817,14.176,15.327,7.24,8.005,6.715,7.425,8.153,12.672,8.722,9.723,6.529,4.798,2.598,8.648,17.245,6.367,11.898,-2.427,12.013,11.859,4.761,16.142,13.074,6.482,6.701,9.807,15.199,9.846,3.032,9.89,13.933,7.259,2.54,13.306,9.538,11.608,8.646,5.358,14.839,4.689,14.394,14.909,3.506,17.139,10.141,-3.863,2.084,5.478,3.827,10.5,9.873,10.001,5.368,0.117,5.678,7.049,3.95,2.945,6.401,10.026,-1.96,2.914,7.85,9.333,11.855,4.94,13.855,9.157,13.458,8.617,7.074,4.639,3.025,6.279,12.873,-0.932,-2.006,8.695,9.142,2.181,10.84,11.065,11.072,7.387,-2.832,11.056,12.671,10.631,13.922,9.656,10.871,5.781,3.975,3.523,9.547,3.487,10.216,6.387,15.921,-0.362,5.383,1.279,2.686,2.274,8.496,10.362,8.768,9.097,2.445,12.32,10.227,1.33,7.994,8.799,8.521,1.037,10.117,11.881,15.696,9.642,6.941,12.631,8.183,9.491,11.206,7.912,12.474,14.628,9.642,12.324,8.827,4.893,10.842,8.274,5.79,9.212,11.816,1.993,17.504,8.579,5.296,15.641,4.332,-2.496,-0.436,11.031,7.681,-1.94,-0.628,4.167,11.113,8.198,10.563,9.169,12.13,-3.362,-1.531,10.269,9.153,18.131,8.885,3.49,13.843,13.679,7.498,12.166,3.559,4.578,7.071,2.469,11.303,12.778,11.114,9.219,6.721,8.431,4.035,5.721,2.429,11.46,5.072,-2.816,2.877,8.771,13.379,8.576,12.737,11.002,8.848,3.425,6.186,1.153,2.471,13.919,10.623,12.382,6.504,3.55,2.571,11.879,10.915,0.498,9.811,11.663,4.714,7.831,11.989,9.538,15.483,2.949,-2.333,15.894,3.71,8.875,3.369,2.19,3.452,9.803,13.7,5.533,12.375,7.205,14.816,2.339,12.163,8.026,4.728,2.733,3.184,4.902,-2.534,6.367,4.022,11.56,1.301,9.429,11.613,-2.953,4.877,10.159,9.228,2.815,5.833,12.54,10.884,-2.962,10.963,8.34,10.836,7.455,13.257,4.067,7.824,6.784,9.733,4.054,1.113,15.529,-0.143,14.86,8.347,2.218,4.623,3.744,4.924,6.587,8.867,12.531,14.701,10.407,8.374,7.249,5.249,3.227,6.797,11.898,2.39,12.112,1.152,8.597,1.362,11.751,-1.725,5.067,2.934,10.919,7.475,7.602,0.195,1.742,13.487,10.389,7.005,9.778,3.152,-0.693,3.355,9.687,7.258,7.037,13.459,7.752,-0.832,3.754,2.624,1.988,9.925,6.293,1.903,9.529,6.105,12.668,1.07,7.791,12.638,0.135,9.039,18.433,11.661,5.922,7.613,6.394,9.961,7.542,8.539,12.469,1.439,11.197,2.034,8.077,3.975,5.485,8.198,1.554,6.206,2.466,6.914,11.494,12.757,4.109,11.532,0.633,5.301,11.419,5.348,8.405,14.788,8.065,6.724,10.379,3.865,1.082,0.064,6.655,8.853,1.481,-3.111,3.057,8.704,7.558,7.349,4.726,6.242,5.409,6.147,6.971,4.576,5.824,7.857,7.816,2.183,0.345,10.313,1.006,5.77,12.659,10.51,5.153,4.243,4.219,7.474,-0.541,0.981,7.422,11.271,6.22,11.212,1.681,9.457,9.077,4.38,-2.014,3.748,9.639,12.267,9.836,4.849,10.783,2.877,1.402,4.881,5.859,11.599,1.538,6.146,-2.966,8.78,7.847,0.653,2.496,6.282,11.301,-0.903,3.959,0.239,7.252,2.544,9.794,0.665,12.514,9.578,-2.863,5.745,9.722,1.708,3.583,2.633,6.749,13.828,1.933,10.493,10.122,4.606,12.848,10.656,1.754,-2.279,-2.589,0.064,9.002,11.503,10.462,9.454,-0.101,6.039,2.654,7.307,6.028,7.962,12.662,12.652,6.656,3.849,5.323,13.391,5.438,11.164,-3.037,4.046,4.681,2.975,3.695,4.777,7.958,13.707,8.828,-0.102,1.442,8.257,10.599,3.095,5.853,8.67,5.922,8.254,7.743,-2.465,6.522,4.313,-0.089,5.254,9.77,10.792,-0.37,0.18,0.832,13.522,-0.801,6.426,9.06,8.886,8.196,10.538,1.743,6.511,8.495,-0.553,5.093,13.772,-4.594,0.089,3.316,6.956,1.235,8.261,9.202,5.19,1.126,4.338,3.242,1.396,8.927,11.633,2.088,2.059,0.944,10.332,7.609,8.282,5.271,12.724,13.946,9.032,4.16,7.127,2.013,4.438,9.196,1.225,8.528,3.853,2.149,-0.217,13.532,-0.094,8.248,3.482,2.528,3.692,10.468,1.329,10.273,11.796,1.854,3.233,5.835,5.415,3.205,6.562,4.386,1.918,6.587,2.541,2.982,8.663,-0.221,7.683,7.913,6.286,5.894,0.134,4.364,6.722,1.419,8.561,10.076,2.244,11.968,3.086,5.744,7.082,6.177,3.196,15.453,1.374,2.217,2.736,7.857,0.965,0.711,11.72,0.408,1.947,7.866,1.807,-5.493,2.959,7.205,1.971,2.09,-0.564,2.68,9.947,7.553,3.98,0.112,2.077,-1.029,2.754,1.554,-2.587,6.86,10.373,2.675,-1.169,5.773,6.286,1.721,8.314,12.789,-2.169,6.159,7.934,4.919,5.372,8.507,-0.993,4.9,1.973,10.22,0.484,-1.102,5.311,3.112,0.183,-1.917,0.075,2.489,1.939,4.85,6.384,0.471,6.981,5.363,2.495,-0.036,-1.461,-0.281,2.527,2.04,0.843,4.697,2.278,6.916,0.911,5.718,2.327,0.908,-1.495,2.406,4.277,2.706,4.563,3.38,5.025,-1.644,3.777,1.645,2.421,1.002,-5.305,0.807,4.935,0.75,2.125,2.863,-0.887,3.411,9.471,8.573,2.054,2.048,2.713,5.668,5.409,1.789,-1.881,1.849,4.581,-0.411,1.958,2.607,-2.484,2.78,-1.104,3.008,1.792,2.524,0.551,0.296,3.094,0.815,1.577,1.386,3.729,1.462,-0.386,-0.274,-0.532,1.984,0.96,0.279,1.814,1.964,0.622,0.191,3.9,1.88,-0.222,-0.034,1.235,1.398,0.875,0.683,2.439,6.458,2.721,-0.315,-1.694,5.168,4.319,2.137,-1.484,4.05,3.838,-0.931,-0.048,0.933,-0.199,-1.228,4.114,-1.342,3.59,2.249,4.439,2.536,3.261,3.316,5.095,0.235,3.982,-3.015,1.562,0.248,0.685,4.449,2.798,1.494,2.762,-3.829,-3.305,3.334,1.059,2.172,2.939,1.445,2.998,0.298,5.771,-0.135,3.948,1.309,1.515,-0.065,-1.703,5.557,0.341,1.89,4.129,0.343,-2.37,2.84,5.886,1.682,2.642,2.093,2.97,0.448,0.769,3.817,2.748,3.912,0.457,1.268,0.875,-1.028,-0.833,-1.723,-2.385,3.68,0.054,2.329,-1.117,1.756,-0.053,3.648,4.816,4.577,-0.452,1.695,3.113,-0.68,-0.574,-0.282,2.582,0.199,0.131,8.475,1.007,3.046,2.981,4.94,1.304,3.15,-0.848,3.347,1.154,-0.576,0.159,-4.544,-0.774,4.63,4.089,2.407,4.032,2.729,5.406,1.459,3.918,3.91,0.903,5.906,1.356,4.734,2.959,-0.544,0.413,-0.815,2.32,-1.787,-1.807,1.406,0.22,3.486,-0.894,2.875,1.244,-0.663,1.265,5.026,2.446,2.78,2.491,3.758,0.611,-4.216,8.526,21.728,8.702,11.295,10.761,16.049,13.266],"base_top":[[248058,21.728],[1206,19.613],[40,19.477],[760,18.711],[27775,18.433],[12189,18.131],[1919,18.061],[2665,17.579],[10522,17.504],[2064,17.481]]},"positions":{"tokens":[248058,198,27,1628,13744,470,29,198,27,15704,18941,656,3045,29,198,15,19,18,198,510,15704,29,198,27,15704,28,76041,10953,20932,29,198,6449,198,510,15704,29,198,27,15704,28,2573,5662,29,198,2117,273,62,24,18,20,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=s","able",">","\n","<","parameter","=c","ob","alt",">","\n","0","4","3","\n","</","parameter",">","\n","<","parameter","=","fern","_qu","artz",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=","me","adow",">","\n","map","le","_","9","3","5","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.1261,-1.5649,0.4803,0.3256,-1.6518,1.3202,0.3466,0.0279,0.0608,-0.8592,-0.0588],[-4.0629,0.0408,7.9715,15.0198,-1.1957,-1.547,1.4305,-0.8421,0.0886,-0.5956,-0.3293],[-4.3449,-1.3425,11.8103,17.4921,-1.3074,0.193,-0.2323,-0.2556,0.2302,-0.8933,-0.2687],[-2.3,-1.0967,11.7027,17.1749,-2.2227,0.2582,1.2504,-0.7948,0.1235,-0.8192,-0.1139],[-1.5715,-1.3102,12.5272,16.6983,-1.9732,0.6528,-1.0787,-0.609,0.3416,-1.1054,0.2528],[-1.7079,-0.0721,12.3442,15.9461,0.3068,-2.3567,-1.429,-0.9189,0.2254,-0.7033,-0.0621],[-4.7342,-0.6377,10.4453,21.2371,-0.6004,-1.6813,0.5259,-1.08,0.063,-1.2293,0.0882],[-4.9122,0.6048,11.0419,21.4279,-1.7389,-2.2391,1.837,-0.3883,0.0729,-1.1109,-0.2429],[-5.2669,-0.0242,11.0483,16.9766,-1.3759,-1.7212,-0.284,-0.1412,-0.1666,-1.1098,-0.2658],[-0.8429,-0.5723,9.5319,15.4348,-2.6534,-1.3128,3.2043,-0.5382,-0.1804,-1.1094,-0.4699],[-1.6171,-0.1616,10.3811,15.4315,-2.6583,-1.7173,-1.8192,-0.3294,-0.0293,-1.2404,0.3381],[-2.6373,1.2926,8.3749,10.3017,-1.8884,-1.521,-1.7326,-0.2855,-0.2165,-0.9014,0.5674],[-2.8608,-1.5938,8.6541,16.917,-1.2856,-1.3376,-0.2214,-1.0012,-0.1135,-1.1975,-0.0243],[-3.9209,-2.1203,11.0235,22.4735,-1.9295,-2.4168,0.756,-0.7715,0.1206,-1.6038,-0.1303],[-3.5137,-1.0254,13.9717,20.3059,-2.8293,-0.8879,2.341,-0.3276,0.3737,-1.3298,-0.173],[-1.8683,-1.0365,18.0551,16.8248,-1.4549,-0.5009,-0.8968,-0.3044,0.3292,-1.1671,-0.2935],[-2.7175,-2.2385,14.5733,21.7749,-0.1588,-1.6286,-0.0099,-0.761,0.3442,-1.3259,-0.3191],[-4.3316,-1.9032,12.8179,21.6738,-0.6427,-2.5311,0.5155,-0.8926,0.2957,-1.8367,-0.2382],[-4.4623,-1.3279,12.5889,21.4431,-1.0773,-1.8178,1.9759,-0.6513,0.242,-1.3924,0.023],[-4.9001,-0.8149,13.7384,19.9797,-2.2738,-1.0282,1.0487,-0.4577,0.1819,-1.3736,-0.3512],[-2.7953,-0.1283,11.356,17.2082,-1.8109,-0.7646,1.1568,-0.3813,0.0306,-0.8888,-0.591],[-3.9977,-0.2576,10.4216,21.7428,-0.931,-2.6434,1.2366,-0.9096,0.2935,-1.2479,-0.1873],[-3.1501,-1.2244,13.3146,20.895,-1.0872,0.2084,2.7392,-0.1817,0.4078,-1.0763,-0.1014],[-4.3605,-0.8543,11.8877,18.5426,-1.5608,-0.7792,0.1729,-0.3777,-0.1158,-1.0597,-0.4387],[-1.1771,-1.5613,11.4125,18.9926,-2.8181,-0.7261,2.4797,-0.7238,-0.1143,-0.9572,-0.3275],[-1.2771,-0.8193,12.2297,19.1424,-3.4665,-0.4343,-0.0612,-0.8408,-0.012,-1.3715,0.2827],[-0.0137,-0.0814,14.391,15.871,-2.0505,-0.8226,-0.6551,-1.2375,0.0242,-1.2691,-0.2667],[-1.47,-2.6693,11.8939,21.666,-2.1506,-0.7586,-0.4289,-1.3155,0.0987,-1.7816,-0.0434],[-2.0868,-1.4084,10.5344,17.7885,-1.671,-0.3134,0.3078,-1.149,-0.2355,-1.6438,-0.1648],[-2.7941,-1.3833,11.3196,21.2849,-1.419,-2.5518,-0.3995,-0.7007,-0.25,-1.7937,0.1182],[-2.7708,-0.78,13.2346,19.7483,-2.4723,-1.9698,0.9013,-0.0227,-0.186,-1.4058,-0.0851],[-1.0762,-0.8364,16.9693,16.7306,-1.0739,-2.0657,-1.2886,-0.5082,-0.1508,-1.5306,-0.1395],[-3.7879,-1.1119,11.017,23.083,-1.8191,-1.6315,0.9995,-0.4614,0.0696,-1.6019,-0.28],[-4.2681,-1.5469,12.4282,19.5857,-2.515,-0.2585,0.7056,-0.6647,0.2,-1.4849,-0.6361],[-2.6141,-0.1705,11.3234,16.8081,-1.9638,-0.5626,1.1203,-0.6579,0.0337,-0.8227,-0.7625],[-4.5818,-0.8631,10.1185,21.3664,-0.943,-1.8625,1.8974,-0.9129,0.2155,-1.438,-0.2424],[-3.3225,-1.3044,12.124,20.8881,-1.3045,0.4991,2.8834,-0.4349,0.2462,-1.3346,-0.1335],[-4.8805,-1.0705,11.432,18.3887,-1.7075,-0.3245,0.69,-0.5092,-0.1111,-1.3417,-0.2673],[-1.0038,-1.2635,11.157,17.7151,-2.7825,-0.3916,3.2389,-0.5962,-0.0029,-0.7454,-0.3023],[-2.322,-2.0887,13.3922,19.4247,-2.6882,-1.2054,-0.4772,-0.5819,0.0582,-1.4212,0.2808],[-1.5639,-2.0396,16.1769,19.9452,-1.8222,-0.8059,-0.4409,-1.288,0.0427,-1.4722,-0.3306],[-1.9071,-2.7627,12.2593,20.1426,-1.0531,-0.498,-0.3824,-0.636,-0.1419,-1.2776,0.298],[-4.0288,-2.6092,12.7942,21.988,-1.8329,-1.5972,1.3294,-0.9974,-0.0366,-1.5857,0.0764],[-3.2445,-1.0761,15.4854,19.1212,-2.9412,-0.8214,2.4015,-0.3638,0.1106,-1.2912,-0.0242],[-1.7856,-1.1807,19.7944,15.8702,-1.511,-1.0023,0.2889,-0.6229,0.1664,-1.3834,0.0097],[-3.1653,-1.603,14.0333,20.7043,-0.1805,-0.4244,-0.2725,-1.2234,0.2262,-1.5007,0.083],[-4.1385,-1.9532,13.069,22.4221,-1.7696,-0.1,1.5316,-1.3617,0.1042,-1.502,-0.0379],[-2.6524,-2.741,16.6339,21.2095,-1.7904,-1.3224,-0.0876,-0.4564,0.0899,-1.5638,-0.5993],[-4.0596,-2.7256,13.9719,21.2526,-0.7107,-2.4898,-0.1488,-1.0496,0.2076,-1.5318,-0.5341],[-3.416,-1.637,13.6538,22.2623,-0.976,-2.2601,-0.3342,-1.4886,0.2783,-1.5527,-0.4889],[-3.819,-1.6745,11.8258,22.9311,-0.6063,-1.3328,1.0821,-0.709,0.2135,-1.534,-0.3161],[-4.3447,-1.5619,12.367,19.7607,-1.1821,-0.8827,0.6985,-0.6403,0.2984,-1.3877,-0.5853],[-3.0252,-0.3873,12.1816,18.4445,-1.5734,-0.6005,1.1238,-0.6495,0.126,-0.707,-0.6573],[-3.3876,-0.1055,8.9795,20.1913,-0.3072,-2.0951,-0.1194,-0.7385,0.3432,-1.2347,-0.2205],[-4.3184,-2.1006,11.2289,21.847,-0.4948,-0.9047,1.6479,-0.2291,0.1517,-1.2145,-0.3914],[-4.5267,0.2567,11.2572,17.7973,-0.927,-0.5499,-0.8209,-0.4245,-0.0501,-1.0471,-0.2752],[-4.2314,-0.7216,10.4081,17.031,-1.6537,-0.8647,-0.6772,-0.7072,0.1215,-0.9807,-0.2767],[-4.2902,-0.4069,5.915,12.8144,-0.3997,-1.857,2.328,-1.3491,0.3216,-0.8807,-0.1273],[-4.2743,-2.2511,11.8603,16.503,-0.4492,-0.2563,1.8517,0.0558,0.5134,-1.0325,-0.2238],[-4.0669,-0.0755,8.4982,12.993,-1.2621,-1.4861,-0.5661,-1.0118,0.0476,-1.2565,0.1533],[-2.7346,0.041,9.6239,13.5778,-1.7601,-0.1483,-1.0162,-1.1273,-0.0493,-1.5136,0.069]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=sable>\n<parameter=cobalt>\n043\n</parameter>\n<parameter=fern_quartz>\nbrief\n</parameter>\n<parameter=meadow>\nmaple_935\n</parameter>\n</function>\n</tool_call>","n_tokens":61,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0185-renamed-611403","set":"renamed_A","cohort":"valid_call","family":"record_mutation","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> harbor {\"cobalt\": \"birch_755\", \"parcel\": \"022\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: replace an existing field value.\nReplacement or appended text: \"022\". Record identifier: \"birch_755\".\nUnrelated archived note: birch_446, reference 080. These are not inputs to this request.","tools":[{"function":{"description":"Append text to an existing field value. Inert synthetic operation.","name":"marble","parameters":{"additionalProperties":false,"properties":{"cobalt":{"description":"Record identifier","type":"string"},"orbit":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"parcel":{"description":"Replacement or appended text","type":"string"}},"required":["cobalt","parcel"],"type":"object"}},"type":"function"},{"function":{"description":"Replace an existing field value. Inert synthetic operation.","name":"harbor","parameters":{"additionalProperties":false,"properties":{"cobalt":{"description":"Record identifier","type":"string"},"orbit":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"parcel":{"description":"Replacement or appended text","type":"string"}},"required":["cobalt","parcel"],"type":"object"}},"type":"function"}],"prompt_tokens":597,"decision":{"rms":0.3794961591106492,"sumsq":147.47272681444883,"hb":[0.02841,-0.08326,-2.02891,0.41506,-1.53305,0.03897,-0.79508],"lse":23.119042154656373,"logits":[13.542,14.007,12.439,10.923,11.759,9.19,7.384,8.236,9.528,10.498,8.861,16.719,11.367,11.54,13.325,9.091,8.647,8.706,10.197,12.674,19.555,8.237,12.114,12.241,12.593,10.096,9.754,8.54,10.574,7.399,9.534,13.846,13.344,8.255,12.847,7.659,11.22,10.701,7.978,11.728,10.95,7.425,6.148,12.488,4.043,6.328,-0.876,11.003,5.663,13.436,5.074,8.722,9.694,7.082,8.44,4.916,9.142,13.202,10.707,7.507,8.573,12.882,4.54,5.743,10.585,12.145,5.102,10.979,2.464,17.925,9.327,7.788,8.281,-0.124,5.985,4.7,8.207,3.241,6.8,8.375,8.412,10.302,7.216,7.419,9.734,3.701,9.039,7.678,7.638,12.916,1.682,4.555,14.254,12.119,3.911,6.285,10.946,-4.314,3.809,4.386,5.177,7.326,-0.163,5.235,-0.914,12.721,8.396,5.156,7.213,9.286,6.447,11.073,4.917,4.737,5.638,10.054,15.834,4.11,6.812,6.803,10.809,9.173,11.391,12.522,12.087,11.848,2.162,11.27,9.91,5.342,0.14,6.373,5.394,4.458,12.654,6.639,2.2,12.102,4.392,8.192,8.59,13.507,12.27,3.653,-0.777,6.636,10.906,0.256,15.352,0.975,-1.711,8.204,6.025,8.068,2.709,7.511,4.883,8.37,5.907,9.562,7.867,3.833,9.123,-4.282,5.052,5.201,6.807,4.065,-5.745,7.292,10.634,10.237,11.644,5.81,7.94,5.724,7.113,6.141,9.895,7.223,6.297,8.966,4.427,4.854,8.645,14.64,7.218,10.543,-1.824,9.662,8.879,2.818,9.82,12.596,5.811,3.18,8.925,10.249,7.645,2.764,6.655,14.031,7.755,3.833,10.884,5.703,9.209,7.055,5.821,9.842,3.145,9.727,13.442,4.159,6.728,13.577,-6.826,0.202,4.744,3.178,5.822,8.961,6.411,3.942,-1.214,3.235,5.567,4.995,0.203,7.276,6.973,-3.087,3.668,10.946,7.485,11.527,3.312,11.236,6.572,7.782,10.725,3.143,1.01,3.27,4.239,11.749,1.435,-3.521,6.316,8.468,-0.612,10.188,8.666,6.359,4.281,-2.37,11.28,11.907,6.981,10.08,7.382,11.253,4.808,1.474,9.689,6.351,0.567,8.805,2.291,13.266,0.85,5.662,2.39,-1.129,2.0,6.816,6.395,4.821,10.84,0.725,8.531,7.495,0.318,5.307,2.69,8.223,0.005,6.009,10.306,10.626,7.903,3.826,11.409,4.369,8.066,9.61,6.54,10.688,12.054,8.287,8.962,5.86,6.215,7.565,7.964,3.601,5.761,10.196,3.716,8.85,5.59,2.504,11.699,5.743,-2.834,-1.879,7.298,5.564,-4.315,0.129,7.336,9.276,8.062,13.543,10.369,10.961,-1.702,-2.97,6.005,8.645,14.235,7.189,1.607,8.546,12.828,13.752,9.139,2.428,2.051,5.119,-2.392,12.469,13.157,13.781,11.754,2.284,7.71,4.909,5.03,2.054,9.976,4.044,-3.395,5.66,9.58,11.308,5.616,11.011,8.856,9.811,0.901,5.531,-0.412,-0.029,10.12,8.227,11.615,3.01,1.718,2.763,10.112,10.168,0.344,5.414,9.282,5.051,3.19,9.256,7.977,12.908,5.337,-2.518,14.365,2.888,7.715,3.42,3.326,1.21,8.269,11.192,3.063,10.619,4.089,10.145,0.469,9.216,6.494,1.655,1.773,1.048,2.831,-1.574,4.87,1.084,9.615,1.136,9.743,10.415,-3.813,1.863,8.604,6.785,0.513,5.064,8.205,8.045,-3.469,11.444,6.675,7.941,7.204,10.468,2.888,7.079,5.327,8.672,4.788,0.204,11.822,-1.049,11.939,7.984,4.594,4.882,3.462,3.347,12.305,4.942,11.223,11.236,8.364,9.421,8.892,7.293,2.952,8.709,8.3,-1.276,10.981,1.016,6.307,-1.771,10.172,-3.174,5.584,2.739,8.702,5.236,4.671,0.808,2.045,8.36,7.415,5.829,8.547,2.406,-1.771,1.67,13.644,6.528,5.041,12.32,4.788,0.876,1.682,2.714,-0.602,6.627,2.52,1.832,8.252,4.624,8.465,-0.718,6.98,9.473,-1.252,4.33,15.79,8.395,5.457,5.751,5.259,7.419,6.219,7.067,10.019,-1.0,7.464,6.568,5.014,1.016,2.69,4.024,1.317,5.028,3.024,2.512,10.495,11.957,4.197,8.567,-0.689,2.674,7.096,3.868,8.777,11.879,4.276,7.635,8.092,2.425,2.896,-0.246,5.077,6.132,0.403,-1.056,-0.052,5.286,6.937,4.104,2.557,6.391,5.569,4.061,5.852,4.804,2.061,4.085,3.407,-2.191,2.538,10.827,3.669,2.877,9.151,5.992,4.085,6.151,5.277,4.631,0.595,0.741,6.725,8.969,4.935,9.103,2.832,6.732,6.905,3.365,-1.307,2.304,5.521,8.751,5.826,1.393,9.299,2.195,0.381,4.952,2.996,8.07,0.822,5.61,-3.947,4.767,6.636,1.113,3.657,7.65,8.354,-0.047,2.467,1.32,5.802,0.829,12.323,-1.234,9.944,10.155,-2.791,6.675,9.148,-2.77,3.425,3.555,3.717,12.207,2.385,7.026,9.306,2.818,9.789,9.62,0.781,-0.612,-3.314,0.846,5.656,10.04,7.504,5.78,-0.568,6.309,3.646,8.338,4.802,7.349,9.41,5.623,5.902,1.398,2.844,10.035,2.548,7.869,-3.463,4.69,7.775,1.657,3.31,1.916,6.422,11.844,5.259,0.455,1.303,4.454,8.338,-0.452,4.268,7.485,5.078,7.562,6.301,-1.677,2.659,2.606,-0.798,3.709,8.27,6.842,-3.668,1.244,-1.043,10.962,-1.261,2.732,7.904,6.729,8.093,9.407,1.929,7.275,6.835,-2.831,5.809,9.539,-5.422,1.298,1.984,4.331,0.129,4.38,6.32,8.777,-0.405,3.815,2.147,2.045,7.205,9.798,2.688,1.321,-1.056,8.465,3.975,8.289,6.207,4.177,9.547,5.666,2.835,5.732,0.39,3.472,5.493,0.605,4.442,1.573,-0.25,0.757,12.568,-1.431,4.951,1.35,1.933,5.004,6.75,-1.406,6.571,11.547,0.971,0.054,3.281,5.215,3.939,3.789,4.322,0.504,4.062,1.656,2.966,7.952,-1.264,11.272,7.475,7.14,4.598,0.249,4.266,4.951,-0.611,7.352,6.714,-0.124,12.109,-0.188,5.199,5.342,4.922,2.787,6.625,2.301,2.188,2.288,5.367,1.021,-2.258,9.118,-0.608,0.049,7.833,1.876,-1.575,1.883,7.352,-0.5,3.007,-1.709,4.027,8.297,5.52,5.226,2.336,2.742,2.014,2.974,-2.248,-3.143,7.658,5.978,1.79,-1.303,2.646,5.911,1.899,5.804,10.957,-2.536,3.452,4.55,4.588,4.599,8.468,-1.018,3.94,2.364,7.389,-1.513,-0.256,6.569,1.236,-2.185,-2.04,0.982,2.478,0.072,2.364,5.973,-0.713,5.481,4.832,1.865,-1.31,-1.448,-3.903,4.331,2.047,0.167,6.298,0.538,6.206,-0.784,4.709,1.363,-0.363,1.554,-0.969,2.465,2.623,4.145,2.647,3.53,-1.594,3.306,-0.418,3.753,1.847,-0.891,2.86,1.63,-0.079,0.737,2.337,0.723,0.583,13.231,9.92,1.501,3.139,1.876,4.894,4.435,-0.757,-0.648,3.074,1.439,-2.361,0.454,-0.979,-3.889,6.757,-1.193,2.264,-1.261,4.257,-2.412,0.768,5.252,0.154,-0.958,1.109,0.51,1.18,-0.555,-1.143,-2.125,2.766,2.561,-0.749,0.824,-0.974,1.919,0.713,1.985,0.269,1.298,-3.315,1.123,0.735,1.568,2.773,3.903,5.877,2.598,-3.925,-3.664,5.329,3.529,0.2,0.536,2.247,3.372,-0.451,-1.702,1.016,-0.325,0.86,3.79,0.846,2.128,1.547,5.321,1.845,5.622,1.006,4.06,-1.438,3.747,-0.812,1.218,0.938,2.894,7.39,2.333,1.926,2.573,-3.726,-1.16,4.947,2.212,0.165,0.653,0.339,2.828,-1.602,4.432,-0.354,4.796,0.372,0.006,0.594,-0.76,4.078,1.045,0.013,2.395,-1.477,0.134,4.178,5.12,0.755,3.042,-0.671,4.202,1.724,-1.613,3.971,4.618,3.532,0.204,0.235,1.978,-3.81,0.272,-0.801,-2.539,1.732,-3.573,2.618,-1.468,0.676,-1.057,0.258,5.047,3.004,1.935,0.243,1.891,-0.5,0.097,2.97,4.446,0.856,1.313,6.152,1.374,2.988,3.071,4.393,1.642,4.608,-0.552,1.239,0.608,-0.285,-1.453,-2.655,0.997,1.833,3.49,-0.198,3.436,2.573,2.007,0.952,3.679,1.67,1.324,4.658,1.191,3.043,2.655,-0.842,-2.067,-0.988,1.086,-0.359,-1.264,0.845,-3.044,0.461,-2.49,4.688,2.869,0.23,-0.828,3.306,4.286,0.121,2.35,4.639,1.592,-4.498,10.108,23.074,11.56,12.297,11.582,16.277,13.524],"base_top":[[248058,23.074],[40,19.555],[760,17.925],[27,16.719],[248068,16.277],[1919,15.834],[27775,15.79],[2665,15.352],[3928,14.64],[15947,14.365]]},"positions":{"tokens":[248058,198,27,1628,28,12610,9090,29,198,27,15704,18941,656,3045,29,198,42404,329,62,22,20,20,198,510,15704,29,198,27,15704,28,71813,29,198,6449,198,510,15704,29,198,27,15704,28,92603,29,198,15,17,17,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","har","bor",">","\n","<","parameter","=c","ob","alt",">","\n","bir","ch","_","7","5","5","\n","</","parameter",">","\n","<","parameter","=","orbit",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=","parcel",">","\n","0","2","2","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.3296,-0.0568,2.1861,0.0155,-2.2716,1.2094,0.2762,0.0087,0.1663,-0.7115,0.0562],[-4.2571,0.3527,8.2515,15.2913,-1.2964,-1.7612,1.8962,-0.7254,0.2139,-0.6128,-0.4373],[-3.5793,-0.8574,12.1065,16.9539,-2.525,-0.0135,-0.4639,-0.4527,0.1986,-1.0438,-0.1738],[-1.8516,-0.9247,11.7176,15.8984,-2.945,-0.4871,1.3533,-0.7562,0.0433,-0.745,-0.1602],[-1.0064,-0.8878,11.6593,14.7436,-3.5229,-0.0475,-1.5374,-0.4791,0.2353,-0.9141,0.3058],[-0.4532,-0.9212,15.1254,14.6323,-2.4459,-0.4579,-1.323,-0.8577,0.3798,-1.0338,-0.2935],[-2.5041,-1.2081,10.7684,18.7098,0.7142,-1.1523,0.9626,-0.8871,-0.1403,-1.2826,0.0755],[-5.3288,-1.2815,9.9534,21.2145,-1.8712,-1.1151,1.5813,-0.7628,0.0499,-1.0023,-0.0396],[-5.7466,0.1492,10.4977,21.3332,-2.5447,-1.6867,1.7877,-0.2636,-0.0055,-0.8462,-0.3179],[-5.0851,-0.1833,11.5549,17.7832,-2.2414,-1.7496,-0.2038,-0.2873,-0.2036,-1.1081,-0.2318],[-1.2286,-0.5442,9.4894,14.7679,-2.9678,-1.45,2.7502,-0.6089,-0.1964,-0.9755,-0.3464],[-1.9223,-0.4576,10.6664,17.0937,-3.162,-1.5648,-2.0482,-0.4806,-0.1461,-1.1796,0.3296],[-3.1135,1.1435,8.8788,10.5454,-2.283,-1.4723,-1.3998,-0.304,-0.2959,-0.9552,0.4192],[-3.546,-1.5347,9.4164,17.2584,-1.5325,-1.6609,0.0754,-1.1482,-0.2369,-1.251,-0.0603],[-4.345,-2.0535,13.7014,22.4303,-2.4585,-2.3743,0.2959,-0.688,-0.0531,-1.3722,-0.0179],[-2.3436,-1.2085,15.9004,18.8765,-3.4782,-0.5591,1.4561,-0.1094,0.1489,-1.2391,-0.1576],[0.3201,-1.0192,17.8897,14.0843,-1.4358,-0.8843,-0.7915,-0.3204,0.1194,-1.2339,-0.136],[-3.0422,-1.2814,12.3682,19.1381,-1.4113,0.3408,1.9741,-0.774,0.1043,-1.3964,0.4779],[-2.6517,-0.236,12.1325,20.2968,-1.4102,0.6272,1.5914,-1.2372,0.2152,-1.8386,0.003],[-1.2231,-1.5319,16.5946,19.7314,-1.0534,0.4639,-1.2095,-0.6901,0.1295,-1.6887,-0.5152],[-2.6186,-1.4684,14.3583,21.1705,-1.0046,-2.4626,-2.0229,-1.5285,0.0376,-1.7082,-0.4352],[-2.6169,-1.2469,13.5429,21.4725,-0.9492,-2.8383,0.0505,-1.4064,0.2336,-1.4576,-0.2158],[-2.981,-0.8832,10.6911,19.5933,-1.9416,-1.3043,2.3256,-0.6,0.1627,-1.3448,-0.1166],[-4.3139,-1.7087,12.6485,19.5201,-3.2257,-1.107,0.6581,-0.4484,0.1365,-1.1813,-0.4721],[-2.6692,0.241,10.9799,16.7096,-2.1539,-0.9352,0.8237,-0.4463,-0.1123,-0.7135,-0.5817],[-4.5777,-0.5815,8.9569,20.7397,-1.8269,-1.7388,0.3499,-1.0498,0.2544,-1.0993,-0.2393],[-2.4606,-1.4313,10.8446,20.6141,-2.5362,0.1551,2.5693,-0.0707,0.155,-1.0267,-0.3],[-4.5728,-0.6396,10.3364,18.0224,-2.2365,-0.3078,0.0117,-0.4728,-0.0801,-0.8797,-0.4187],[-1.31,-1.8357,11.2171,18.1206,-4.3013,-0.0432,1.7901,-0.6498,-0.0906,-0.7911,-0.1004],[-1.7278,-1.3732,9.9128,16.668,-5.0887,0.1198,-1.4112,-0.6389,-0.0726,-1.1506,0.3164],[-0.8625,-1.2861,12.6174,14.9925,-3.9181,0.0476,-1.4477,-1.1377,0.1103,-1.071,-0.3667],[-3.3778,-2.0903,11.7868,23.1905,-1.7583,-2.0204,0.8959,-0.7094,-0.1687,-1.5214,0.006],[-2.612,-1.9072,11.6136,20.0507,-2.5588,-1.4884,2.0545,-0.3177,-0.2225,-1.3926,-0.1577],[-1.543,-2.486,14.7727,16.3924,-1.2838,-1.4574,-0.4263,-0.5747,-0.1896,-1.3314,-0.1529],[-3.8461,-1.1545,9.6601,21.9996,-1.7232,-1.9512,1.0171,-0.4989,0.126,-1.4307,-0.2665],[-4.2824,-1.378,12.0999,19.4823,-2.8714,-0.9589,0.772,-0.6442,0.2083,-1.3502,-0.5957],[-2.8863,0.092,10.3429,15.7672,-1.9012,-0.3141,1.4062,-0.5435,0.1045,-0.6933,-0.6398],[-4.2384,0.04,8.6545,20.1105,-1.3407,-2.4467,1.0027,-1.0848,0.1722,-1.164,-0.3016],[-3.358,-1.0685,10.3472,19.7121,-2.5236,0.0344,1.4285,-0.1657,0.0749,-1.1317,-0.3609],[-4.04,-0.3038,10.3848,17.6745,-1.583,-0.8675,0.5039,-0.6575,-0.0861,-0.9752,-0.2812],[-0.7172,-0.6022,10.2401,16.5439,-3.7085,-0.6071,2.0713,-0.7123,-0.1025,-0.6318,-0.1643],[-2.4799,-1.2998,11.6199,19.2125,-4.3668,-1.1972,-1.3472,-0.4263,-0.0929,-0.9456,0.2113],[-1.6932,-1.4702,14.4752,18.0481,-3.5807,-1.1466,-1.1112,-1.0335,0.0913,-1.109,-0.4813],[-4.5174,-2.5415,11.0172,21.3944,-1.7665,-1.746,0.3495,-0.6212,-0.1128,-1.1618,-0.0232],[-2.5512,-1.116,12.8648,18.2189,-3.2202,-0.7118,1.0318,-0.3368,0.1747,-0.9523,-0.3276],[-1.3294,-1.4599,15.5658,13.8561,-1.9747,-1.0081,-1.6089,0.1098,-0.0321,-0.7197,-0.5158],[-3.0111,-1.6793,13.5881,19.7903,-0.0846,-1.7757,0.0159,-0.7689,0.1478,-1.2472,-0.5143],[-3.9108,-2.2672,12.5705,19.5169,-0.4874,-1.2078,-0.361,-0.8688,0.1938,-1.5947,-0.4173],[-3.0312,-1.6408,10.824,16.0471,-1.3743,-2.1919,0.0501,-0.2054,-0.1355,-1.2392,-0.1215],[-3.6201,-1.4869,12.0771,16.7961,-1.4923,-1.2176,-0.013,-0.387,0.1907,-1.1772,-0.4788],[-3.3328,0.1057,11.4007,18.5399,-1.9034,-0.2874,1.2503,-0.6328,0.1298,-0.6292,-0.6294],[-4.4245,-0.2692,8.7837,20.4111,-0.4862,-2.3806,0.3867,-0.8079,0.3309,-1.0436,-0.1],[-3.878,-1.3884,9.9069,20.2587,-1.4768,-0.8486,2.7991,-0.2769,0.342,-1.2474,-0.4692],[-4.7097,0.2606,10.7712,18.0516,-0.6879,-0.4366,0.1601,-0.4567,0.042,-1.0329,-0.2244],[-3.2872,-0.2577,11.0926,17.7781,-2.0557,-0.5179,-0.7738,-0.9148,0.248,-1.0318,-0.4769],[-4.0547,0.2713,6.1775,13.799,-0.6737,-1.7688,1.6705,-1.4142,0.2921,-0.8682,-0.1329],[-3.6892,-2.0135,10.4092,17.1901,-1.5428,-0.7426,2.745,0.0248,0.3914,-1.1286,-0.2167],[-4.3673,-0.2644,7.7496,12.6648,-2.0281,-1.2754,-0.057,-0.9517,-0.096,-1.1419,0.0647],[-3.0831,0.1605,8.4941,12.4283,-1.6669,-0.2125,-1.5028,-1.0919,-0.0391,-1.4717,0.1066]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=harbor>\n<parameter=cobalt>\nbirch_755\n</parameter>\n<parameter=orbit>\nbrief\n</parameter>\n<parameter=parcel>\n022\n</parameter>\n</function>\n</tool_call>","n_tokens":59,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=harbor>\n<parameter=cobalt>\nbirch_755\n</parameter>\n<parameter=orbit>\nbrief\n</parameter>\n<parameter=parcel>\n022\n</parameter>\n</function>\n</tool_call>","n_tokens":59,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=harbor>\n<parameter=cobalt>\nbirch_755\n</parameter>\n<parameter=orbit>\nbrief\n</parameter>\n<parameter=parcel>\n022\n</parameter>\n</function>\n</tool_call>","n_tokens":59,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=harbor>\n<parameter=cobalt>\nbirch_755\n</parameter>\n<parameter=orbit>\nbrief\n</parameter>\n<parameter=parcel>\n022\n</parameter>\n</function>\n</tool_call>","n_tokens":59,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0106-renamed-611403","set":"renamed_A","cohort":"no_tool","family":"queue_end","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to put a value at the front of a queue. Do not access or change stored data.\nValue to insert: \"maple_910\". Queue identifier: \"spruce_914\".\nUnrelated archived note: spruce_686, reference 051. These are not inputs to this request.","tools":[{"function":{"description":"Put a value at the back of a queue. Inert synthetic operation.","name":"orbit","parameters":{"additionalProperties":false,"properties":{"lattice":{"description":"Queue identifier","type":"string"},"marble":{"description":"Value to insert","type":"string"},"marble_fern":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["lattice","marble"],"type":"object"}},"type":"function"},{"function":{"description":"Put a value at the front of a queue. Inert synthetic operation.","name":"vessel","parameters":{"additionalProperties":false,"properties":{"lattice":{"description":"Queue identifier","type":"string"},"marble":{"description":"Value to insert","type":"string"},"marble_fern":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["lattice","marble"],"type":"object"}},"type":"function"}],"prompt_tokens":633,"decision":{"rms":0.37582696915110647,"sumsq":144.6347885990981,"hb":[-0.05939,-0.08463,-1.66162,0.00756,-1.19385,0.32498,-0.59853],"lse":22.06392884172372,"logits":[14.328,14.669,12.523,13.589,13.298,10.538,9.007,10.929,10.8,12.506,10.177,16.074,13.851,10.206,13.993,12.05,10.311,10.371,9.996,11.466,19.89,10.941,11.424,14.614,13.586,14.812,11.793,10.129,12.508,13.137,9.346,13.969,15.737,10.57,12.505,11.375,11.09,11.938,9.424,10.317,12.985,12.402,8.521,13.13,7.449,7.394,4.764,12.417,6.401,14.984,4.95,8.181,10.204,9.011,9.409,5.949,12.556,12.375,11.121,6.676,15.742,15.99,3.802,7.231,8.559,12.119,7.224,10.148,2.275,18.126,8.707,8.877,10.029,-0.129,12.45,3.404,10.626,5.28,9.926,13.425,8.936,11.066,10.24,10.182,11.765,5.763,7.511,4.243,11.358,13.225,0.212,4.608,19.543,10.938,5.929,7.557,13.195,-3.829,2.128,5.899,9.807,8.711,0.801,8.813,2.676,15.068,13.876,3.929,8.723,11.797,5.69,10.869,8.108,5.978,7.716,13.054,17.591,8.216,8.492,11.177,13.675,14.837,15.171,16.062,16.319,13.523,1.382,10.68,11.406,7.981,3.381,10.106,5.511,8.664,10.272,6.609,4.844,14.575,5.073,9.563,7.713,16.12,14.61,7.354,2.304,8.433,14.322,0.044,17.572,2.41,-1.914,10.91,7.827,8.328,7.835,10.623,8.341,9.301,10.788,8.338,9.377,4.504,10.385,-0.2,9.805,5.348,8.362,6.351,-5.011,9.065,13.191,13.615,15.106,8.176,8.265,6.955,7.892,6.28,12.586,7.721,6.87,7.883,6.986,4.733,9.205,16.33,7.853,13.094,-0.197,12.352,11.616,7.964,15.278,11.8,4.609,7.037,11.567,14.553,9.308,3.3,8.364,14.324,5.469,2.955,12.571,8.059,12.208,7.585,4.659,12.397,2.688,14.911,15.955,1.835,8.525,7.013,-4.238,2.697,3.932,4.294,10.349,6.174,8.713,4.765,0.997,6.923,6.947,6.196,1.784,5.639,10.465,-1.878,1.842,7.815,8.257,9.477,4.618,14.178,7.798,10.893,7.285,5.043,4.199,3.658,6.951,11.862,-1.852,-3.183,8.906,10.991,1.439,10.604,9.871,9.721,6.305,-2.418,12.301,13.064,9.013,13.044,9.061,12.067,5.318,2.033,6.668,7.46,4.786,11.186,9.0,15.87,0.938,5.024,1.627,1.963,3.405,9.773,9.373,7.688,9.181,2.204,12.333,10.217,0.226,8.948,8.249,8.197,-0.84,9.108,11.834,12.841,10.02,6.578,12.129,8.729,10.936,8.283,7.731,12.514,14.291,11.648,13.813,8.632,4.635,10.911,6.645,6.329,7.026,11.854,0.777,10.18,7.287,8.85,14.961,4.609,-0.155,-1.538,10.243,8.219,-4.357,-0.333,3.714,9.257,8.787,8.032,8.791,12.25,-2.66,-2.343,8.408,9.501,16.761,9.294,5.777,12.302,13.334,6.297,10.334,3.425,5.431,6.726,1.336,11.42,12.953,12.291,9.03,5.062,7.93,5.126,6.215,3.373,11.889,5.297,-1.916,4.533,9.155,12.32,8.611,12.233,9.617,9.353,0.249,6.272,0.256,0.158,12.298,10.68,10.822,5.132,4.196,3.387,12.59,10.108,0.612,6.926,11.272,5.813,7.395,12.816,10.399,14.964,4.233,-1.517,14.477,4.348,7.26,5.151,1.648,4.164,8.446,12.798,3.606,12.341,5.913,13.169,0.845,10.163,10.518,5.336,2.385,3.06,3.76,-3.054,7.317,4.086,12.082,2.02,17.086,11.802,-2.419,2.371,10.068,9.388,1.708,5.879,10.571,10.232,-2.449,8.663,7.222,11.671,9.068,10.267,1.914,9.745,6.419,8.918,2.386,1.605,14.817,0.073,13.175,8.684,3.518,5.702,2.255,5.608,8.99,7.474,10.909,14.346,9.315,7.894,8.16,4.082,4.189,6.632,10.479,1.914,12.22,1.351,8.607,1.027,11.882,-0.921,4.992,3.44,10.071,6.332,6.13,2.389,1.852,12.783,9.7,6.928,9.162,1.459,-0.143,2.431,7.829,7.846,7.778,13.626,8.599,-1.226,3.391,1.99,3.268,8.146,9.691,3.107,9.334,6.439,11.213,0.116,8.056,11.3,-0.274,7.154,16.271,10.419,7.115,9.149,5.96,10.969,6.835,7.131,12.493,0.637,9.421,4.183,7.362,4.251,5.514,7.54,1.663,6.727,1.316,5.458,13.566,14.04,4.625,10.958,1.677,4.604,10.51,2.823,8.18,15.178,5.793,6.973,9.042,3.113,3.518,-1.933,7.494,6.983,1.315,-3.081,2.358,8.364,6.472,6.856,4.745,6.251,5.339,5.853,8.665,4.344,7.659,5.65,7.139,2.581,0.861,10.636,-0.05,5.818,12.746,10.102,4.812,5.35,2.476,7.062,-1.446,1.437,6.898,12.485,5.115,12.273,2.682,8.33,9.032,3.577,-0.182,4.841,8.524,12.15,9.01,7.048,11.797,2.843,0.774,6.156,6.758,10.548,2.907,4.32,0.736,9.076,8.404,2.168,4.357,7.132,10.364,0.272,4.753,0.103,6.447,1.495,9.228,-0.448,11.525,10.027,-2.12,5.129,9.336,1.19,3.582,2.159,4.864,12.039,3.069,8.826,9.387,6.172,11.578,10.97,2.54,-1.934,-2.539,-0.405,9.928,11.379,9.606,10.015,0.813,6.142,2.494,6.68,7.073,8.848,10.209,6.838,5.32,3.108,6.715,11.86,5.811,9.942,-2.406,5.093,6.801,0.799,4.018,3.643,9.957,12.392,8.324,-1.862,0.121,7.838,11.569,1.447,5.38,7.586,4.844,9.251,7.844,-4.525,7.164,3.939,-0.345,4.614,11.038,10.141,-0.864,1.174,0.479,12.858,0.304,4.481,10.05,9.057,7.331,11.435,1.108,7.097,8.741,2.289,5.185,13.58,-4.811,0.053,1.953,7.433,2.119,8.387,8.492,6.045,0.12,3.028,3.949,2.306,6.128,8.909,2.708,1.972,1.085,10.533,7.007,8.024,6.246,12.296,13.191,8.884,3.89,7.329,0.77,5.13,8.497,1.43,8.775,4.341,0.419,-0.009,14.131,0.186,8.677,3.415,1.879,5.179,10.102,0.741,9.744,12.586,2.347,1.107,6.039,6.43,3.178,3.669,2.51,0.645,7.029,5.567,2.556,9.9,-0.664,10.302,7.594,6.247,6.072,-0.734,3.852,5.05,2.157,8.314,10.941,1.033,13.068,3.562,5.42,5.403,5.93,3.408,9.929,1.902,3.358,1.999,7.666,1.689,1.653,11.693,0.364,1.231,8.342,2.342,-4.156,1.916,7.555,1.48,4.266,-0.401,3.549,10.722,7.126,2.365,0.601,2.665,-0.949,3.211,2.575,-2.55,7.262,10.782,3.219,-1.953,5.477,7.219,0.646,7.684,12.983,-1.996,7.476,8.412,5.008,5.72,10.659,-2.52,3.464,2.271,10.086,-0.1,-0.528,3.469,2.713,0.769,-0.226,0.697,1.699,2.332,3.989,6.001,0.108,5.994,3.647,1.595,0.13,-2.904,-0.574,2.537,3.068,0.972,3.188,2.542,3.219,1.668,4.924,2.283,0.472,-0.263,0.735,2.461,2.794,4.141,2.374,5.9,-1.234,3.257,2.014,2.957,0.015,-1.947,4.242,4.876,-0.186,1.014,1.682,-1.508,2.092,11.042,8.646,3.074,3.274,3.021,3.872,4.124,1.478,-0.007,1.972,2.909,-0.587,0.291,2.401,-3.933,2.764,0.625,3.922,-0.812,1.88,-2.133,-1.298,3.817,1.312,-1.147,2.503,2.489,0.991,-1.536,-0.808,-1.169,1.806,1.388,0.268,1.131,2.059,0.377,1.898,3.357,2.507,-1.209,-0.022,-1.585,1.251,0.342,2.054,2.813,3.022,4.036,-0.838,-2.193,4.791,3.883,0.633,2.205,4.81,4.794,1.901,0.609,-0.354,-1.997,0.131,3.712,-0.82,2.579,-0.305,3.819,4.56,1.996,5.788,4.39,1.298,4.896,-1.484,1.354,2.544,-0.916,2.116,0.761,0.173,2.574,-2.493,-3.935,4.431,0.969,1.971,1.561,0.863,3.799,1.039,4.221,1.27,2.502,1.76,1.907,1.8,-1.274,5.804,1.724,1.89,3.325,-0.634,-0.341,2.296,5.995,1.671,0.181,0.444,1.337,-1.151,0.879,2.78,1.92,3.447,-0.174,0.691,2.402,-1.937,-1.774,-0.39,-4.331,4.135,-2.371,2.571,2.363,0.396,0.677,1.644,2.408,3.242,-2.271,1.717,1.904,-0.885,0.097,0.231,2.962,0.547,0.407,5.962,0.656,3.031,0.734,4.113,0.703,3.787,-2.075,2.275,2.06,-0.396,-0.822,-2.849,-2.026,4.874,3.935,-0.857,3.99,1.898,4.777,1.22,4.364,2.591,0.665,5.396,0.786,2.953,4.264,-1.751,-0.223,-1.992,-0.404,-0.94,-0.608,0.867,0.031,3.782,-2.492,2.568,2.783,-0.915,-0.325,3.373,3.838,1.517,2.682,4.464,1.419,-4.35,9.17,21.671,8.963,10.532,10.073,15.029,12.345],"base_top":[[248058,21.671],[40,19.89],[1206,19.543],[760,18.126],[1919,17.591],[2665,17.572],[18528,17.086],[12189,16.761],[3928,16.33],[2064,16.319]]},"positions":{"tokens":[248058,198,27,1628,28,71813,29,198,27,15704,39287,30748,29,198,49931,10208,62,24,16,19,198,510,15704,29,198,27,15704,28,5437,863,29,198,2117,273,62,24,16,15,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","orbit",">","\n","<","parameter","=l","attice",">","\n","spr","uce","_","9","1","4","\n","</","parameter",">","\n","<","parameter","=","mar","ble",">","\n","map","le","_","9","1","0","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.048,-2.6345,-0.0813,0.2144,-2.6047,1.5007,0.3734,-0.0941,0.0892,-0.8844,-0.0496],[-4.0939,0.1663,7.6844,15.3173,-1.3846,-1.5642,1.4591,-0.8912,0.032,-0.5469,-0.3559],[-3.8697,-1.6334,11.2703,17.5971,-2.503,-0.2042,-0.6539,-0.3951,0.1677,-0.7675,-0.0722],[-1.9074,-1.682,10.3959,16.3834,-3.5715,-0.0581,0.88,-0.8707,0.0831,-0.5177,0.0254],[-1.7653,-1.9642,9.8049,15.7207,-4.0632,-0.313,-1.6242,-0.5531,0.1536,-0.9575,0.4981],[-0.8281,-1.8732,13.2208,13.9956,-2.9704,-0.3245,-1.1536,-1.0585,0.4047,-1.1695,0.0189],[-3.6539,-2.6327,9.7938,20.8698,-1.4237,-1.2941,0.7968,-0.9664,0.1516,-1.2646,0.0629],[-5.1909,-0.7656,10.955,21.4046,-2.553,-1.7362,1.6197,-0.4773,0.0324,-1.1357,-0.2839],[-5.246,-0.9023,12.4099,18.4927,-2.4253,-0.9798,-0.5069,-0.5081,-0.1551,-1.171,-0.1914],[-1.1001,-1.4202,10.6947,17.2275,-3.379,-0.3946,2.8805,-0.8023,-0.0772,-1.0193,-0.4542],[-1.8388,-1.8057,11.5802,20.0447,-3.7638,-0.359,-2.5646,-0.8805,0.0095,-1.3457,0.1072],[-2.8628,-1.3831,10.2216,17.3298,-2.8793,-1.7786,-0.6275,-0.6777,-0.1065,-0.8061,0.1148],[-4.1255,-2.5218,12.4809,22.5088,-2.7301,-1.6355,0.5402,-0.6922,0.094,-1.7541,-0.1112],[-3.3607,-1.7151,16.2064,19.9745,-3.9864,-0.8058,2.2706,-0.4536,0.4389,-1.5379,-0.0929],[-1.0575,-1.7605,19.6652,15.5869,-2.003,-0.872,-0.9816,-0.7643,0.4457,-1.645,-0.0502],[-2.896,-1.7248,13.0423,19.6608,-1.2876,-0.2809,1.137,-1.3333,-0.0848,-1.1491,0.1541],[-3.5917,-1.4985,12.6183,22.4578,-2.4141,0.1584,1.1768,-1.4457,0.292,-1.7702,0.0243],[-1.9179,-2.3415,16.1958,20.3058,-2.4259,-0.7682,-0.2648,-0.5892,0.218,-1.5423,-0.5746],[-2.6535,-2.9145,14.3542,21.4472,-1.7955,-1.0665,-1.2796,-0.9988,0.2464,-1.4494,-0.3597],[-2.0622,-1.562,14.284,21.776,-1.1246,0.0567,-0.4794,-1.7103,0.2086,-1.7268,0.0218],[-4.2329,-2.1821,12.0712,21.6004,-1.5885,-1.5405,2.1249,-0.9491,0.3434,-1.622,-0.0876],[-4.8888,-2.1194,13.3031,20.1515,-2.4048,-1.2425,1.4998,-0.6385,0.2597,-1.365,-0.4808],[-3.2832,0.2664,11.6553,17.0863,-2.1176,-1.0084,0.924,-0.4165,-0.0007,-0.6707,-0.5266],[-5.0516,-1.1469,11.4394,21.4723,-1.2226,-2.5475,0.9024,-0.8779,0.2653,-1.2754,-0.2908],[-3.8591,-2.0654,11.2631,20.3805,-1.9276,0.2251,2.1889,-0.3365,0.2788,-1.1555,-0.2808],[-4.9776,-0.7623,12.2791,18.571,-1.8465,-1.1656,0.7375,-0.3081,-0.0428,-1.1217,-0.3218],[-1.6695,-1.58,12.5217,16.7703,-3.0658,-1.9414,2.6802,-0.5511,0.0946,-0.9941,-0.1166],[-2.3898,-1.8615,13.4757,17.8625,-3.4736,-1.5339,-0.8255,-0.5136,0.1423,-1.4647,0.2774],[-2.1243,-2.1538,15.6104,17.7541,-2.5372,-1.459,-0.2604,-1.1001,0.3603,-1.5027,-0.4838],[-1.7307,-1.5338,10.2386,16.6202,0.1441,-0.3706,-0.2375,-0.7163,0.1286,-1.4804,-0.2837],[-5.1037,-2.3397,11.3299,21.5533,-1.7635,-1.7777,2.8531,-0.7721,-0.0396,-1.1656,-0.0006],[-3.3407,-1.4177,15.0469,17.0627,-2.7774,-0.8348,2.4905,-0.2438,0.3871,-1.51,0.0454],[-1.4863,-1.5062,19.7092,13.8896,-1.2344,-1.2655,-0.3777,-0.4375,0.2943,-1.596,0.0573],[-2.8229,-1.2737,13.5481,20.0238,-0.0461,-0.8124,-0.2561,-1.4209,0.2189,-1.4609,0.2321],[-4.4671,-1.5936,13.0604,22.2801,-2.0096,-0.1942,1.2071,-1.4003,0.1578,-1.4891,0.0034],[-2.9546,-2.6633,16.2458,20.7767,-1.5755,-1.282,-0.1784,-0.5669,-0.0005,-1.6609,-0.629],[-3.0537,-2.5398,14.0818,21.6816,-0.5355,-0.6955,-0.5041,-1.0649,0.1572,-1.787,-0.5328],[-3.014,-1.5557,13.6045,22.5824,-0.8017,-1.1175,-0.2989,-1.474,0.1119,-1.6538,-0.4287],[-4.2317,-2.4268,12.0781,21.7042,-0.842,-1.6695,1.4153,-0.6792,0.2138,-1.5272,-0.0301],[-4.6031,-1.8268,12.9072,19.7266,-1.8626,-0.7445,1.7407,-0.577,0.3322,-1.3435,-0.5161],[-3.2915,-0.212,12.3851,19.1399,-1.7849,-1.1524,1.4338,-0.7552,0.0717,-0.736,-0.578],[-3.5322,-0.3078,10.2258,20.5002,-0.7606,-2.0631,1.1244,-0.9765,0.3797,-1.4117,-0.0478],[-4.0729,-1.858,10.3532,20.0121,-0.96,-0.0882,1.7781,-0.8533,0.1257,-1.469,-0.0953],[-3.6081,-0.427,11.3167,17.2287,-1.0893,-0.8665,1.105,-0.9423,0.0265,-1.3908,-0.2846],[-3.6727,-0.4427,10.0798,17.5042,-2.5794,-0.2937,-0.6587,-1.078,0.2203,-1.1286,-0.479],[-4.3449,0.2171,6.1283,13.5406,-0.8706,-1.8741,1.4023,-1.2632,0.2108,-0.8414,-0.1805],[-4.1661,-2.9082,8.9578,15.6199,-1.1966,-0.9906,2.836,0.0873,0.4407,-0.9365,-0.1723],[-4.259,-0.0051,8.2476,11.6153,-1.6009,-1.1325,-0.3451,-1.0542,-0.0108,-1.3211,0.159],[-3.4513,0.3887,8.3787,12.6696,-1.9996,-0.7802,-1.5017,-1.1901,-0.0197,-1.4627,0.0852]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=orbit>\n<parameter=lattice>\nspruce_914\n</parameter>\n<parameter=marble>\nmaple_910\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0152-renamed-611403","set":"renamed_A","cohort":"valid_call","family":"transfer_direction","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> lumen {\"mosaic\": \"014\", \"plum\": \"maple_768\", \"sable\": \"cedar_973\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: copy an item into a destination while retaining it at the source.\nContainer the item comes from: \"014\". Item identifier: \"cedar_973\". Container the item goes to: \"maple_768\".\nUnrelated archived note: cedar_302, reference 042. These are not inputs to this request.","tools":[{"function":{"description":"Copy an item into a destination while retaining it at the source. Inert synthetic operation.","name":"lumen","parameters":{"additionalProperties":false,"properties":{"cipher":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"mosaic":{"description":"Container the item comes from","type":"string"},"plum":{"description":"Container the item goes to","type":"string"},"sable":{"description":"Item identifier","type":"string"}},"required":["sable","mosaic","plum"],"type":"object"}},"type":"function"},{"function":{"description":"Move an item from a source container into a destination container. Inert synthetic operation.","name":"lattice","parameters":{"additionalProperties":false,"properties":{"cipher":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"mosaic":{"description":"Container the item comes from","type":"string"},"plum":{"description":"Container the item goes to","type":"string"},"sable":{"description":"Item identifier","type":"string"}},"required":["sable","mosaic","plum"],"type":"object"}},"type":"function"}],"prompt_tokens":683,"decision":{"rms":0.3676154896958599,"sumsq":138.3835118226707,"hb":[-0.00807,-0.01765,-1.77519,-0.01195,-1.25917,0.17794,-0.49974],"lse":22.63908548887854,"logits":[12.114,13.778,12.449,11.51,10.246,9.904,7.611,7.61,8.933,10.336,9.037,15.608,11.411,10.03,15.374,10.39,8.678,9.731,10.54,9.334,20.291,13.049,10.589,14.252,14.592,12.075,10.507,9.374,12.028,8.758,8.94,13.218,14.521,8.215,13.455,9.761,10.177,12.045,14.181,11.159,13.907,9.129,7.915,14.426,3.52,7.242,1.291,11.337,5.765,13.49,3.789,8.857,8.036,7.357,9.191,4.151,9.297,13.455,10.262,6.612,7.794,13.439,4.401,10.293,8.282,11.803,5.928,8.772,2.3,17.311,8.615,7.115,8.794,-0.787,7.302,2.842,9.921,6.841,8.573,9.971,8.962,9.922,7.45,8.58,10.931,5.788,6.928,3.858,9.189,11.962,1.844,4.244,16.071,10.902,5.509,5.573,12.054,-3.149,3.802,4.077,6.196,7.378,-0.151,10.545,1.355,13.01,9.318,4.33,8.359,9.949,6.991,10.321,5.722,5.432,5.641,10.885,16.975,5.641,7.108,10.21,12.231,9.888,12.439,13.778,12.38,13.295,3.172,10.551,7.963,8.13,1.257,7.927,5.248,7.311,11.479,7.416,4.781,12.478,5.715,8.036,7.611,13.709,12.855,5.562,0.179,6.214,11.12,1.288,16.597,1.893,-1.65,8.631,6.03,7.094,3.567,9.272,6.67,8.79,7.519,9.322,7.105,3.615,9.578,-2.767,6.773,4.439,10.487,7.298,-6.113,11.025,12.184,10.034,12.906,5.692,10.964,6.554,7.476,5.876,11.193,7.498,6.291,4.287,5.394,4.382,8.466,16.037,5.248,11.99,-2.084,9.218,9.498,3.107,10.351,12.981,6.582,4.627,8.106,11.26,8.258,2.481,7.176,14.268,5.851,3.43,11.313,7.714,11.286,8.195,4.725,9.994,2.107,11.684,14.237,3.313,7.053,5.777,-3.026,3.834,4.232,3.693,9.393,8.758,8.325,4.842,-0.03,3.993,7.476,4.649,1.422,2.666,10.025,0.078,2.856,5.669,7.213,11.23,5.618,9.885,5.758,8.727,10.558,5.009,3.235,4.261,5.902,11.751,0.148,-1.564,8.356,9.068,-0.299,11.389,8.484,7.17,4.818,-1.377,11.057,11.877,7.038,11.458,9.947,10.786,5.085,0.188,5.753,8.558,1.269,9.563,3.74,15.241,1.902,2.912,0.161,1.416,1.989,7.277,6.966,5.285,6.12,0.255,12.778,9.07,0.405,6.124,4.306,8.515,-1.128,10.359,12.503,11.898,8.076,5.057,10.845,7.361,9.492,9.782,9.838,10.715,13.044,8.338,9.345,5.924,5.846,7.5,6.589,5.57,6.702,10.125,0.973,9.06,6.385,6.29,12.439,3.611,0.289,-1.289,7.349,7.551,-3.141,0.435,4.29,9.724,8.337,7.681,8.307,14.971,-2.95,-2.736,7.173,10.712,15.019,8.07,1.779,9.774,13.463,6.606,8.89,2.009,2.96,6.113,-2.515,12.142,11.914,11.976,8.932,6.093,10.151,4.523,9.349,3.081,11.663,3.616,0.659,6.418,9.556,11.618,6.652,10.732,8.702,8.188,0.838,5.785,-0.612,-0.205,11.07,11.273,12.713,3.665,3.811,3.595,8.624,11.436,0.463,3.987,9.999,4.038,3.527,10.446,9.093,13.845,4.766,-2.994,13.777,2.569,6.785,4.497,1.397,2.842,8.183,10.96,2.518,11.012,2.811,10.689,-0.725,10.647,7.657,3.117,1.839,2.95,4.778,-2.567,4.306,3.231,10.643,1.818,9.325,11.403,-2.314,1.549,10.492,8.511,3.274,4.26,9.043,8.516,-1.717,11.698,6.084,9.54,7.786,9.765,1.84,7.872,5.359,9.43,3.544,2.584,12.204,-0.119,12.881,7.566,3.527,5.898,2.806,5.851,7.716,5.526,10.615,12.211,9.107,8.713,6.817,5.499,2.749,4.843,10.595,0.696,10.919,1.179,5.908,1.507,9.997,-1.412,4.736,1.568,8.864,5.457,4.411,0.439,1.705,10.357,9.503,5.631,8.424,2.675,-1.164,2.768,7.584,8.596,8.844,13.834,7.457,-0.196,2.838,2.625,1.111,6.745,6.789,1.568,8.993,4.452,8.184,-0.93,6.789,9.44,-1.345,8.938,15.683,8.462,4.459,7.976,5.176,9.351,7.003,5.809,11.087,2.523,7.357,4.847,7.222,1.65,4.144,5.196,1.321,4.303,0.102,3.983,9.201,13.457,3.56,8.111,-1.389,3.588,7.953,3.083,8.153,12.808,7.086,6.064,8.422,4.224,0.706,-2.75,6.285,5.606,0.625,-1.62,0.248,6.257,5.593,4.684,2.025,6.265,5.12,4.421,7.74,3.39,3.939,6.486,4.814,2.738,-0.026,11.711,1.781,4.986,10.763,5.703,5.376,7.192,1.829,4.891,-2.067,0.414,7.789,10.831,4.715,11.147,1.835,6.969,8.474,4.717,-1.62,3.148,8.037,10.836,6.879,3.611,9.175,3.032,0.796,4.45,6.812,8.377,1.927,6.122,-0.637,5.452,7.075,1.538,1.814,7.05,10.852,-0.003,3.878,1.236,7.204,0.322,11.51,-1.777,11.012,10.19,-2.141,6.542,9.732,-1.097,1.461,3.73,6.919,11.852,1.421,6.811,6.54,3.758,11.188,9.683,0.734,-2.401,-3.211,-0.804,6.166,10.059,8.181,6.935,-0.783,7.579,3.543,8.068,4.569,7.342,10.103,6.962,4.216,2.242,5.377,10.699,3.595,8.453,-1.526,4.773,5.907,2.208,3.132,3.071,7.938,14.922,5.151,0.68,-0.697,7.477,8.739,-0.827,5.714,6.693,5.876,7.572,5.629,-2.927,4.112,2.767,-1.349,1.976,7.602,7.363,-2.027,1.665,-1.992,10.884,-1.871,4.26,8.007,5.922,5.711,9.668,0.913,6.205,5.809,0.01,4.828,10.243,-3.621,-1.267,3.005,4.975,0.53,5.338,7.274,7.331,0.486,3.389,5.671,2.804,6.859,10.483,1.024,2.046,-0.772,8.488,5.328,6.916,4.188,5.281,11.006,6.016,3.672,6.5,2.868,3.055,5.477,1.0,5.318,3.384,1.021,-0.073,14.67,-1.724,5.177,4.299,1.6,4.594,6.973,-1.674,6.787,11.44,1.687,-0.498,5.813,5.232,4.919,2.751,4.233,2.46,5.431,2.821,1.483,7.02,-0.368,8.099,8.376,4.855,3.929,-0.157,4.438,6.062,-0.173,7.647,8.078,0.931,12.364,1.585,3.821,6.369,5.189,3.772,7.025,3.718,1.892,2.33,6.099,-0.114,-0.5,12.785,0.391,-0.284,6.69,2.893,-2.317,1.088,8.519,1.662,2.476,-3.509,2.633,9.815,5.501,3.969,0.745,2.749,0.185,2.264,-1.571,-4.256,6.02,8.268,0.904,-1.951,2.44,5.051,0.605,6.33,12.107,-2.554,5.332,5.514,3.465,6.285,7.87,-0.779,2.965,0.833,9.041,0.187,1.174,3.681,0.812,-1.413,-2.782,-0.172,0.838,0.482,2.364,5.348,-1.58,5.558,2.561,0.358,-2.032,-2.364,-2.179,1.346,2.2,0.423,3.128,0.584,4.512,-0.787,5.038,2.715,-2.093,0.175,1.11,1.271,2.304,3.175,2.382,3.377,-0.49,3.552,0.3,1.941,0.271,-2.795,2.882,1.235,0.439,0.388,0.536,-0.643,0.636,11.825,8.862,2.565,3.337,2.179,3.836,3.299,1.045,-1.498,2.716,1.211,-1.664,1.074,-0.701,-5.66,3.402,-0.329,2.07,-1.079,1.776,-2.859,-2.25,3.235,-1.19,-2.409,1.374,1.486,1.37,-2.029,-1.422,-2.708,2.312,2.164,0.484,1.183,0.401,0.528,3.119,2.873,1.455,-1.072,-2.676,-1.191,0.152,0.288,2.712,2.827,3.582,2.894,-2.449,-1.465,5.274,3.1,0.633,1.367,3.594,3.491,0.003,-1.677,-0.417,-0.736,-1.145,3.495,-0.549,1.624,2.456,5.408,1.415,0.521,4.001,1.969,0.173,3.906,-2.262,0.454,1.056,0.742,4.9,1.097,0.589,3.431,-4.018,-0.949,5.189,0.89,0.703,1.558,1.901,4.389,0.066,5.695,-1.089,3.558,0.425,1.645,1.315,-1.17,4.887,0.593,0.486,2.685,-2.094,2.488,1.933,6.366,0.041,3.35,0.046,4.021,1.564,-0.847,3.521,2.858,4.232,0.471,1.487,2.31,-2.27,-1.532,-0.76,-1.337,2.258,-2.353,0.138,-0.843,0.575,0.565,-0.103,6.727,3.273,-1.529,1.865,2.491,-1.191,-1.524,0.761,4.205,1.004,-1.06,5.882,1.997,2.52,4.353,4.548,-0.197,4.107,-1.512,1.774,-0.175,0.389,-0.141,-2.091,-0.022,2.405,4.392,0.506,2.418,4.493,3.45,-0.107,3.745,1.71,-0.265,4.171,0.27,3.268,4.332,-1.673,-2.061,-0.197,0.197,-2.747,-2.56,0.355,-0.915,3.266,-2.667,1.401,1.932,-0.477,0.131,5.211,2.782,0.016,2.826,2.803,-0.024,-4.326,10.425,22.506,10.295,11.853,11.486,14.413,13.79],"base_top":[[248058,22.506],[40,20.291],[760,17.311],[1919,16.975],[2665,16.597],[1206,16.071],[3928,16.037],[27775,15.683],[27,15.608],[34,15.374]]},"positions":{"tokens":[248058,198,27,1628,39287,26994,29,198,27,15704,13744,470,29,198,1931,277,62,24,22,18,198,510,15704,29,198,27,15704,28,8367,59315,29,198,15,16,19,198,510,15704,29,198,27,15704,28,490,367,29,198,2117,273,62,22,21,23,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=l","umen",">","\n","<","parameter","=s","able",">","\n","ced","ar","_","9","7","3","\n","</","parameter",">","\n","<","parameter","=","mos","aic",">","\n","0","1","4","\n","</","parameter",">","\n","<","parameter","=","pl","um",">","\n","map","le","_","7","6","8","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.502,-0.3997,-0.3432,0.0538,-2.4583,0.6993,-0.8354,-0.2662,0.1759,-0.9595,0.0049],[-4.0575,0.3879,7.0916,14.377,-1.6291,-1.5926,1.238,-0.7775,0.1273,-0.691,-0.2759],[-4.6237,-0.566,10.3705,17.5367,-1.935,-0.5907,-1.0319,-0.1344,0.0347,-0.7837,-0.1429],[-1.7994,-0.5029,10.4579,18.0849,-2.7543,0.1359,0.28,-0.9462,0.0916,-0.5758,-0.3184],[-1.9502,-1.4339,9.6864,18.4341,-3.4898,-0.7055,-2.9603,-0.6537,0.2285,-0.9443,0.1259],[-2.1496,-1.713,11.6494,17.5846,-2.6063,-2.3427,-0.4222,-0.8589,0.0866,-0.8178,0.2334],[-4.6049,-1.1215,10.6565,20.9821,-0.6878,-1.5627,0.325,-0.8394,0.2415,-1.3782,0.3244],[-5.3973,-0.0308,11.1934,21.2567,-1.4775,-1.6695,1.06,-0.0622,0.2697,-0.9437,-0.3145],[-5.0055,-0.3867,12.066,17.7193,-1.6965,-1.3347,-0.8483,-0.1207,-0.0742,-1.0367,-0.313],[-1.4822,-0.8401,11.3144,17.4219,-2.3357,-0.8711,2.6411,-0.5765,-0.0906,-1.002,-0.3265],[-1.8911,-1.3308,12.3318,19.6225,-3.0154,-0.8831,-1.8352,-0.5726,0.1714,-1.4034,0.2691],[-0.8647,0.1372,11.1829,17.1672,-1.524,-3.0911,-0.9817,-1.0011,0.0721,-0.7557,-0.3126],[-3.7694,-1.9255,11.6059,21.862,-2.07,-2.1181,0.165,-0.979,0.1014,-1.3409,-0.1864],[-2.0419,-0.4767,15.8906,19.168,-3.9012,-0.6892,1.726,-0.3341,0.49,-0.9764,-0.2769],[0.2984,-0.2768,19.2957,14.3684,-2.2226,-0.788,-1.3764,-0.5299,0.4415,-0.9921,-0.2296],[-1.8868,-2.1148,12.984,20.3336,-1.216,-0.2273,0.0297,-1.34,0.1769,-0.9571,0.0537],[-3.7582,-0.7338,12.36,22.0182,-2.1642,-0.2087,1.6146,-1.5095,0.3152,-1.6401,-0.0745],[-2.1301,-2.0059,15.6964,20.5711,-2.3678,-1.2214,-0.2914,-0.4448,0.1254,-1.4529,-0.5446],[-2.8781,-2.0941,13.4856,21.2228,-0.3586,-1.3439,-1.2444,-1.1121,0.0072,-1.2452,-0.5336],[-3.96,-1.4548,12.056,21.5044,-1.058,-2.3595,0.4281,-1.3736,0.175,-1.7349,-0.3575],[-3.9928,-1.0582,10.7918,20.4725,-2.0069,-1.4478,1.052,-0.6147,0.1715,-1.3254,0.0103],[-4.897,-1.5869,12.795,19.1674,-1.9481,-1.3391,0.3391,-0.5763,0.2309,-1.345,-0.5866],[-3.0246,0.1265,11.0603,16.7952,-2.0694,-1.063,0.8461,-0.5989,-0.0584,-0.8048,-0.5672],[-4.7131,-0.7177,10.3607,20.9858,-1.8205,-2.8602,0.0564,-0.7915,0.1696,-1.0917,-0.0727],[-4.755,-0.9472,11.4769,21.4011,-3.146,-0.1,1.7684,-0.0217,0.135,-1.297,-0.0943],[-4.9545,-0.7218,11.0331,17.6837,-1.9631,-1.138,-0.2035,-0.1831,-0.2512,-0.9964,-0.2409],[-1.0579,-1.2645,9.7882,15.8201,-3.1756,-1.5407,1.9843,-0.5428,-0.1587,-0.6621,-0.0744],[-1.2589,-1.2336,10.9107,16.7168,-3.9389,-1.512,-1.4313,-0.3741,-0.0347,-1.249,0.5479],[-1.2448,-1.6264,13.7806,17.3479,-3.3536,-1.1111,-1.212,-0.7388,-0.0108,-1.5251,-0.2681],[-3.0947,-1.7874,10.9195,19.013,-2.3685,0.2255,-0.2161,-1.2074,0.0243,-1.1596,0.2323],[-3.7198,-1.6348,10.1652,21.4776,-1.796,-1.5883,0.5182,-0.7956,0.0469,-1.4782,-0.0041],[-3.1361,-0.6322,13.0748,20.2791,-3.4229,-1.2342,1.759,-0.2797,0.3722,-1.1816,-0.2436],[-1.6448,-0.874,17.4258,17.0262,-2.3856,-1.1701,-1.5659,-0.2209,0.2169,-1.1694,-0.3373],[-3.4695,-2.5719,13.6807,22.1109,-0.9584,-1.6388,-0.9769,-0.525,0.2975,-1.3362,-0.455],[-2.9564,-2.7847,13.1379,22.0199,-0.7323,-1.8704,-1.2636,-0.9215,0.1789,-1.6433,-0.322],[-4.1383,-1.5824,10.4828,20.9383,-1.4774,-1.8701,0.7913,-0.404,0.3065,-1.3589,-0.0985],[-5.0885,-1.8104,12.9552,20.0936,-2.225,-1.3245,0.6692,-0.6455,0.407,-1.4459,-0.5306],[-3.4908,-0.0577,11.1954,17.405,-2.2754,-0.8199,1.5677,-0.5388,0.2197,-0.5734,-0.6679],[-5.4233,-0.9507,10.2423,22.2085,-1.2067,-2.7629,1.3946,-1.0682,0.2549,-1.2179,-0.0353],[-4.9592,-1.3796,11.5455,20.7435,-2.0391,-0.1615,3.1524,-0.1847,0.1712,-1.2945,-0.1284],[-5.564,-0.7747,11.3994,19.3201,-2.0388,-0.8219,0.6363,-0.552,-0.1791,-1.1507,-0.2347],[-1.7771,-0.9221,10.7009,17.4845,-3.2474,-1.1028,3.178,-0.7921,-0.0653,-0.7167,-0.1101],[-3.225,-1.3725,11.4112,17.9463,-3.6959,-1.3914,-0.6702,-0.7163,0.0666,-1.2067,0.6052],[-2.3654,-1.9082,14.9375,18.1066,-2.6518,-1.1237,-0.7376,-0.8986,0.1247,-1.4036,-0.1944],[-2.5135,-2.4432,11.5346,19.0902,-1.9899,-0.5714,-0.1529,-0.5191,-0.2864,-1.185,0.0672],[-4.8303,-2.3096,12.6934,21.5288,-1.2058,-1.2319,0.9169,-0.882,0.0728,-1.4523,0.0922],[-3.8917,-1.1415,14.8969,19.4366,-3.1811,-0.4223,2.4659,-0.3073,0.1935,-1.2124,-0.0238],[-2.4764,-1.3942,19.6293,16.2195,-1.9366,-0.7859,-0.2384,-0.6114,0.1291,-1.2325,0.0148],[-3.4534,-1.3767,14.0472,20.4883,-0.2149,-0.5188,-0.1525,-1.3071,0.1551,-1.5355,-0.0322],[-4.9499,-1.0926,13.2128,22.9003,-1.5407,0.0988,0.5718,-1.4903,0.0563,-1.473,-0.3422],[-3.5293,-1.8113,16.199,21.5618,-1.1531,-0.7723,-0.8037,-0.8383,-0.1036,-1.4317,-0.8214],[-3.485,-2.1352,12.9686,20.0793,-0.6072,-3.0635,-0.1361,-1.4452,-0.0281,-1.453,-0.4805],[-3.4198,-1.8571,12.3243,20.6999,-0.3042,-0.5101,1.0895,-1.2777,0.281,-1.6522,-0.2735],[-3.9405,-1.5524,11.0849,22.5818,-1.0042,-1.271,0.2992,-0.5908,0.2808,-1.3846,-0.3722],[-4.3064,-1.2165,12.1179,19.5667,-1.5755,-0.5717,1.1209,-0.7461,0.379,-1.3657,-0.5141],[-2.8453,0.0123,11.1076,17.5633,-1.5349,-0.5572,1.2038,-0.7,0.1644,-0.6894,-0.5403],[-3.8941,-0.4277,9.0765,20.5871,-0.788,-2.6394,1.1071,-0.7267,0.4051,-1.2398,0.0351],[-3.9831,-0.1124,8.9984,19.6006,-1.2552,-0.7399,2.6448,-0.3117,0.08,-1.5208,-0.0849],[-4.494,0.172,10.5836,16.6207,-0.7995,-0.9333,0.4725,-0.5997,-0.0299,-1.2724,-0.0894],[-4.0004,-0.3805,10.1862,16.8069,-2.4422,-0.6528,-0.9886,-1.1386,0.2496,-0.9572,-0.3309],[-4.3923,-0.1382,4.8346,12.2621,-0.921,-1.6284,1.7834,-1.323,0.2182,-0.6169,-0.0763],[-4.3338,-2.1193,9.5137,16.5043,-1.3645,-0.8928,3.0085,-0.0734,0.4022,-0.8848,-0.2486],[-4.4136,-0.2401,7.4093,12.1084,-1.8248,-1.373,-0.3397,-1.0352,-0.1263,-1.251,0.1812],[-3.2268,0.2945,8.599,12.6279,-1.765,-0.427,-1.9168,-1.0707,-0.032,-1.3422,0.0608]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=sable>\ncedar_973\n</parameter>\n<parameter=mosaic>\n014\n</parameter>\n<parameter=plum>\nmaple_768\n</parameter>\n</function>\n</tool_call>","n_tokens":64,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=sable>\ncedar_973\n</parameter>\n<parameter=mosaic>\n014\n</parameter>\n<parameter=plum>\nmaple_768\n</parameter>\n</function>\n</tool_call>","n_tokens":64,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=sable>\ncedar_973\n</parameter>\n<parameter=mosaic>\n014\n</parameter>\n<parameter=plum>\nmaple_768\n</parameter>\n</function>\n</tool_call>","n_tokens":64,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=sable>\ncedar_973\n</parameter>\n<parameter=mosaic>\n014\n</parameter>\n<parameter=plum>\nmaple_768\n</parameter>\n</function>\n</tool_call>","n_tokens":64,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0235-renamed-611403","set":"renamed_A","cohort":"need_clarification","family":"reservation_lifecycle","action":"clarify","ambiguous":false,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: cancel the reservation for a resource and slot.\nResource identifier: not provided. Slot number: 34.\nUnrelated archived note: spruce_312, reference 084. These are not inputs to this request.","tools":[{"function":{"description":"Reserve a resource for a slot. Inert synthetic operation.","name":"quartz","parameters":{"additionalProperties":false,"properties":{"lumen_lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"plum":{"description":"Slot number","type":"integer"},"tango":{"description":"Resource identifier","type":"string"}},"required":["tango","plum"],"type":"object"}},"type":"function"},{"function":{"description":"Cancel the reservation for a resource and slot. Inert synthetic operation.","name":"fern","parameters":{"additionalProperties":false,"properties":{"lumen_lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"plum":{"description":"Slot number","type":"integer"},"tango":{"description":"Resource identifier","type":"string"}},"required":["tango","plum"],"type":"object"}},"type":"function"}],"prompt_tokens":600,"decision":{"rms":0.36803266943794133,"sumsq":138.6977748721838,"hb":[-0.04811,-0.03331,-1.33291,0.09378,-0.81037,0.13565,-0.44927],"lse":22.50037403525647,"logits":[11.963,13.873,10.442,10.695,11.113,9.313,7.485,7.798,9.836,10.572,8.836,15.456,11.256,8.842,14.739,10.266,7.301,9.467,9.018,9.827,20.182,8.293,10.753,14.502,13.426,10.123,9.816,9.239,11.75,8.257,9.182,12.739,13.086,7.746,13.14,8.81,8.072,10.985,7.96,8.792,12.28,7.361,8.585,11.774,3.506,7.497,0.433,10.807,5.44,14.003,2.75,8.252,7.928,8.733,7.04,5.844,8.749,11.992,11.183,6.516,6.735,13.093,2.696,7.446,8.129,10.553,4.669,9.493,2.216,17.437,11.256,10.59,9.265,3.221,6.855,4.689,8.237,6.928,10.106,8.55,8.009,9.76,7.401,7.472,8.863,8.041,8.417,2.885,8.743,10.383,-0.1,3.187,15.512,10.359,6.267,5.517,11.227,-3.217,2.169,2.805,6.474,6.779,-0.155,9.473,1.641,13.155,9.131,4.141,6.3,9.686,5.919,10.137,5.179,5.466,6.923,9.792,15.344,4.684,6.225,9.983,11.518,9.505,11.301,14.053,12.796,11.597,3.775,9.759,8.092,7.549,0.549,7.238,3.162,5.03,9.635,10.823,6.307,13.26,4.192,7.337,7.035,14.364,14.19,4.966,2.592,6.559,10.852,-2.121,16.287,1.663,-3.952,8.972,7.248,6.587,2.95,10.624,6.161,6.7,6.202,8.476,7.193,3.86,8.763,-0.585,7.582,3.377,9.589,7.738,-5.451,11.43,10.764,11.157,11.982,5.749,7.598,8.197,13.088,5.697,11.135,7.853,5.789,2.088,6.362,3.176,7.885,16.416,4.913,10.643,1.269,10.162,9.28,3.306,11.547,11.556,5.759,4.134,8.677,12.693,8.13,3.145,6.781,11.987,4.499,1.794,11.065,7.986,12.282,11.078,3.891,10.037,1.736,12.697,15.073,3.231,7.014,4.039,-3.356,5.594,2.664,3.062,10.38,6.86,7.915,3.786,-1.576,6.789,10.325,3.37,-0.518,2.589,12.528,-0.467,1.912,5.679,9.937,10.687,3.884,8.16,4.205,8.513,7.051,1.952,4.184,3.686,5.752,12.21,-1.052,-1.935,9.662,8.052,0.66,13.024,8.437,8.639,3.304,1.857,10.183,14.474,6.121,11.288,11.983,10.254,4.831,1.23,4.615,8.958,2.678,8.168,4.901,13.226,0.771,1.819,-0.295,0.9,2.06,10.863,6.731,4.531,5.558,0.554,15.513,7.896,-1.419,6.395,2.698,12.889,-1.393,9.844,9.696,10.619,9.281,4.12,10.531,10.696,7.342,8.924,11.389,10.379,12.589,5.798,11.32,6.677,5.156,9.255,6.064,4.092,7.429,11.767,1.798,8.752,7.412,4.058,14.09,2.42,-1.984,-1.116,7.164,6.261,-2.992,1.928,2.067,7.79,7.297,7.142,6.241,10.764,-4.168,-4.299,7.179,9.895,15.727,7.791,1.472,10.138,14.333,5.211,9.474,1.794,3.78,5.156,-1.929,10.656,11.899,12.3,7.278,6.381,7.775,9.5,7.871,6.551,13.913,3.669,-1.058,4.706,11.675,12.46,5.603,12.037,7.706,9.604,0.03,2.882,0.052,0.315,13.572,13.155,11.686,5.823,2.589,5.217,7.065,10.896,0.297,6.111,10.14,4.755,3.937,10.349,9.076,14.112,2.286,-3.097,12.931,2.294,7.793,4.864,0.477,4.74,13.242,14.325,1.649,13.455,4.355,12.407,-0.983,9.49,7.838,2.263,1.383,4.055,4.83,-2.272,4.533,0.577,9.592,-0.131,8.462,13.359,-2.379,1.775,9.012,7.143,3.607,4.719,7.998,8.727,0.44,11.279,6.435,9.073,7.258,9.412,1.763,9.08,4.428,8.551,2.909,0.759,13.747,-1.569,12.234,9.005,6.78,7.086,2.18,7.078,7.564,5.318,16.075,12.07,8.153,10.554,6.386,6.063,0.74,5.579,9.743,0.571,9.879,2.608,6.359,2.368,9.452,1.128,5.226,2.951,9.265,3.832,4.091,0.198,1.398,10.765,10.111,5.216,9.632,3.802,-0.576,2.533,7.501,8.541,7.607,12.122,6.509,-1.953,2.973,0.996,-0.125,7.11,3.613,2.131,11.607,4.103,9.158,-0.203,7.644,10.128,-0.325,8.723,16.06,7.906,6.732,8.896,5.051,11.516,5.001,3.976,13.537,1.088,5.486,1.699,7.302,0.624,2.815,4.746,1.745,4.774,-0.366,3.564,8.341,13.298,2.871,8.013,-1.55,5.953,7.903,2.783,8.452,12.441,7.061,6.272,6.735,0.319,0.272,-1.948,5.119,6.152,2.984,-1.867,0.713,7.331,3.655,4.752,3.706,5.067,6.356,4.246,7.475,3.796,2.895,6.418,4.6,4.678,0.623,12.485,0.612,6.857,10.991,7.033,4.153,5.56,0.127,4.625,-2.092,0.398,11.758,7.588,5.012,10.97,6.791,6.699,6.612,5.121,-1.521,3.251,7.236,9.996,8.689,3.427,7.894,5.018,-0.478,2.436,7.957,8.267,0.534,6.946,-3.454,4.54,8.102,2.266,3.34,6.845,12.419,-0.254,4.025,2.369,5.903,1.047,8.965,-0.216,9.92,11.472,-3.977,4.177,14.264,-1.547,3.957,1.375,8.939,12.153,5.872,5.852,6.47,3.358,10.806,9.036,-0.729,-2.994,-4.174,-0.664,6.304,12.93,8.074,6.464,-2.254,8.122,5.123,8.31,5.703,7.032,9.163,7.955,4.585,2.981,3.716,10.793,4.109,9.654,-2.567,5.165,7.71,-0.387,5.623,2.616,8.791,11.398,6.492,0.637,0.488,7.291,7.76,-0.423,5.507,6.486,5.997,7.266,6.811,-3.55,4.176,3.654,-0.86,2.321,7.644,6.979,-1.903,3.293,-2.579,12.417,-1.269,5.198,7.495,5.78,4.105,9.922,1.887,5.59,6.474,-1.523,4.055,9.566,-4.577,-0.308,3.133,3.594,0.109,3.944,6.308,7.889,1.295,2.032,4.034,2.785,7.099,8.629,0.539,1.568,0.757,10.108,4.74,7.934,4.123,7.483,11.908,6.465,4.442,4.244,-1.334,2.28,6.002,1.504,4.921,3.055,2.137,0.096,11.092,-2.987,4.874,5.931,1.23,4.536,8.616,-1.555,7.704,9.816,4.377,1.594,8.327,8.373,5.979,4.126,5.224,1.828,5.023,1.556,3.613,5.583,-1.425,6.11,5.908,4.46,4.844,3.275,3.053,9.445,-0.929,8.571,8.773,3.043,10.348,4.906,3.536,5.392,4.137,3.586,6.232,2.282,3.439,3.205,6.289,1.725,-1.714,8.696,4.078,1.966,6.037,1.86,-3.962,1.1,13.983,1.593,5.452,-2.667,2.251,7.655,5.374,1.822,1.774,1.41,-0.672,1.432,-0.102,-2.971,4.045,8.027,1.318,-0.823,2.492,6.014,0.461,5.065,12.071,-3.713,6.776,5.062,2.939,7.697,8.61,-1.566,2.877,2.165,10.426,0.972,-0.201,2.573,1.346,-3.338,-2.315,-0.841,-0.528,0.249,1.022,4.359,0.226,7.731,3.169,2.101,-4.033,-1.884,-1.936,1.162,3.841,2.21,5.994,-0.419,4.577,2.589,5.859,1.428,0.18,-0.533,-1.228,3.423,1.64,5.739,3.338,4.023,0.012,2.715,2.21,2.564,-0.076,-3.546,1.396,1.612,0.123,0.063,0.716,-2.691,0.55,10.725,8.614,2.361,3.155,2.081,4.669,4.422,-0.934,0.284,2.959,0.881,-1.523,0.084,-0.81,-4.738,5.019,-1.665,1.635,0.349,1.31,-0.802,-1.999,3.806,-1.687,0.138,0.941,0.532,0.661,-2.107,-0.965,-1.812,2.0,0.012,-1.538,0.955,0.993,0.377,1.492,4.336,1.626,-1.826,-0.064,-1.61,2.675,0.468,2.748,3.599,3.362,2.979,-1.333,-4.259,6.177,3.077,-0.2,2.687,2.958,4.001,0.343,-0.927,0.164,-0.856,-1.898,5.003,0.27,2.381,3.066,5.68,1.012,1.988,4.447,2.585,-0.283,4.172,-1.742,0.446,-0.818,-0.448,2.462,-0.748,0.536,1.967,-2.653,-3.378,4.582,-0.184,-0.861,0.977,2.721,4.902,-1.015,5.245,1.26,3.149,1.859,1.233,1.492,-2.862,3.651,1.925,1.488,2.781,-1.534,-0.052,2.876,3.638,-1.502,4.236,2.949,2.876,0.503,-0.959,3.42,1.803,4.54,2.168,1.059,3.982,-1.854,0.306,0.404,-1.857,3.093,-1.436,1.033,0.824,-0.083,2.911,0.563,2.963,4.106,-0.14,1.008,1.727,-0.158,1.361,0.529,3.306,1.062,-1.06,6.796,1.14,3.24,3.98,8.266,0.163,4.753,-1.941,2.539,-0.458,0.314,-0.909,-1.0,-2.761,1.365,5.452,-0.83,2.442,3.074,2.595,-0.244,1.681,2.182,-0.602,4.54,-0.414,5.507,4.609,-1.223,-2.208,-0.874,-0.129,-1.49,-1.57,-1.255,1.003,3.284,-2.944,4.853,2.747,-1.68,-1.103,4.934,3.15,-0.347,3.512,4.6,1.5,-2.011,8.955,22.358,10.991,11.693,10.862,15.376,12.319],"base_top":[[248058,22.358],[40,20.182],[760,17.437],[3928,16.416],[2665,16.287],[22916,16.075],[27775,16.06],[12189,15.727],[8725,15.513],[1206,15.512]]},"positions":{"tokens":[248058,198,27,1628,28,76041,29,198,27,15704,23251,5005,29,198,1856,3766,198,510,15704,29,198,27,15704,28,490,367,29,198,18,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fern",">","\n","<","parameter","=t","ango",">","\n","not"," provided","\n","</","parameter",">","\n","<","parameter","=","pl","um",">","\n","3","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.5287,1.4106,-1.679,-1.3121,-1.842,0.6585,-0.7062,-0.3535,0.1782,-0.9181,-0.1808],[-3.8146,1.1758,7.5072,14.9278,-0.8746,-1.7756,1.4172,-0.843,0.1349,-0.6115,-0.3863],[-3.6127,-0.096,11.4348,16.8866,-1.8648,-0.5248,-0.7392,-0.2667,0.1292,-0.8774,-0.1547],[-2.1375,-1.4131,9.3393,16.6062,-2.3704,-0.7116,0.4779,-0.9788,-0.0787,-0.6558,-0.3228],[-0.8091,-0.9337,10.8442,17.0933,-2.7003,-0.1178,-1.7773,-0.6282,0.0008,-1.0826,0.0863],[0.2755,-0.0669,15.0232,14.8859,-2.1509,-1.3669,-2.3217,-0.8466,0.3012,-1.0935,-0.3035],[-3.2547,-0.8549,10.9278,21.9776,-1.6415,-1.6819,1.3363,-0.9451,0.1603,-1.4603,-0.036],[-4.4565,0.5792,10.8558,21.3655,-1.7741,-2.2111,1.2945,-0.342,0.117,-0.919,-0.4039],[-5.0084,-0.0508,10.8656,17.5264,-1.7293,-1.2515,-0.5166,-0.4284,-0.1472,-1.1089,-0.2048],[-1.5333,-0.4961,10.7508,17.6736,-2.7829,-0.7742,3.406,-0.7356,-0.1438,-1.0059,-0.2503],[-1.7383,-0.8832,11.1683,19.2013,-3.5583,-1.1052,-2.1833,-0.9352,0.0289,-1.271,0.2311],[0.1389,-0.4926,10.7354,16.4877,-1.408,-2.68,-0.9879,-0.4673,-0.1498,-1.1201,0.0588],[-2.092,-0.3583,11.08,20.955,-1.3182,-2.0399,0.2577,-0.9554,-0.1223,-1.7609,-0.2016],[-0.6197,0.2445,13.6338,17.8787,-2.1351,-1.463,1.6213,-0.5919,0.2938,-1.6201,-0.4154],[1.1999,0.9557,16.8289,13.0018,-0.3812,-1.5206,-1.5291,-0.5852,0.204,-1.5338,-0.3822],[-0.6665,-0.4297,10.3619,19.0493,-0.2474,-1.3833,0.1845,-1.0389,0.1354,-1.6708,-0.2886],[-0.2881,1.5806,8.7962,19.8397,-1.0201,-2.3136,0.848,-1.0808,0.0528,-2.3793,-0.3129],[-3.3343,0.4738,12.0835,19.3684,-1.805,-1.3531,0.4297,-0.8149,0.0855,-1.5392,-0.5078],[-2.2342,0.7221,11.3161,16.7309,-1.277,-1.0275,0.4352,-0.6202,-0.0875,-0.8015,-0.5978],[-4.4347,0.8877,9.1437,21.0072,-0.8401,-3.6762,1.0458,-1.1399,0.1873,-1.4239,-0.005],[-2.372,0.2195,11.5022,21.8774,-1.8653,-0.8141,1.8186,-0.52,0.2441,-1.1551,-0.3545],[-3.6831,0.5903,10.3701,17.5285,-1.6463,-0.8405,-0.0655,-0.4103,-0.1068,-1.2327,-0.2471],[-1.3276,0.0194,10.547,17.5214,-2.7585,-1.1028,2.6135,-0.7385,-0.0968,-1.0477,-0.1137],[-2.5633,-0.4234,11.2836,19.2275,-3.8633,-1.3308,-1.1832,-0.7738,0.1193,-1.3084,0.494],[-1.3866,-0.6464,14.6235,17.9031,-2.6769,-1.5516,-0.5822,-1.1009,0.1065,-1.4722,-0.1065],[-2.6872,-1.8349,11.3789,18.6731,-2.2173,-1.1675,0.4133,-0.5603,-0.1557,-1.0717,0.0662],[-5.0495,-1.3209,10.9407,22.073,-2.8101,-1.6858,1.4902,-0.8426,0.1265,-1.3969,-0.0881],[-4.4266,-1.186,12.6692,21.0364,-3.5227,-1.5127,2.3899,-0.2932,0.3819,-1.1396,-0.4858],[-3.1807,-1.6698,17.0752,18.223,-2.4799,-1.4274,-1.2324,-0.321,0.1986,-1.3414,-0.3287],[-2.7866,-2.0378,13.2814,22.3424,-0.7645,-1.4244,-1.0017,-0.7064,0.4226,-1.4179,-0.5545],[-3.7967,-0.2331,11.9794,22.2211,-1.6302,-2.1571,-0.0092,-0.4189,0.2958,-1.3436,-0.4603],[-3.574,-0.6767,12.2277,19.1947,-1.8198,-0.537,0.4648,-0.3834,0.3639,-1.2918,-0.5953],[-3.1532,0.2376,11.6417,17.794,-1.909,-0.7139,1.3173,-0.5061,0.0279,-0.7582,-0.5917],[-2.6545,0.4557,8.8288,21.2924,-1.831,-2.1598,0.9898,-0.7207,0.2844,-1.1432,-0.0939],[-1.2823,1.2178,9.0234,19.6493,-1.1033,-1.1211,1.2641,-0.4539,0.1937,-1.4534,-0.4959],[-2.7507,0.8922,10.576,17.5484,-0.9489,-0.314,0.0167,-0.6822,-0.0058,-1.3241,-0.21],[-2.8835,0.3358,10.494,17.4248,-1.2714,-0.8961,-1.1719,-0.9613,0.1623,-1.1187,-0.4081],[-4.386,-0.0426,6.4623,14.5499,-0.4911,-2.0502,1.9677,-1.0475,0.2519,-0.7173,-0.1081],[-3.8385,-1.576,9.4006,16.9198,-0.6116,-1.0388,3.0686,-0.277,0.2382,-0.9722,-0.2283],[-3.9474,0.1489,7.9325,12.0859,-1.4963,-1.3697,-0.4991,-0.8106,-0.0847,-1.1149,0.1896],[-2.7848,0.0975,9.5316,13.9127,-1.8851,-0.4779,-1.9404,-0.9112,-0.0284,-1.5924,0.0996]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=fern>\n<parameter=tango>\nnot provided\n</parameter>\n<parameter=plum>\n34\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"discovery-611401-0164-renamed-611403","set":"renamed_A","cohort":"valid_call","family":"unit_conversion","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> quartz {\"cipher\": 49}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_105, reference 047. These are not inputs to this request.\nCarry out this request: convert a length in meters to feet.\nNumeric length in the input unit: 49.","tools":[{"function":{"description":"Convert a length in feet to meters. Inert synthetic operation.","name":"fable","parameters":{"additionalProperties":false,"properties":{"cipher":{"description":"Numeric length in the input unit","type":"integer"},"fern_harbor":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["cipher"],"type":"object"}},"type":"function"},{"function":{"description":"Convert a length in meters to feet. Inert synthetic operation.","name":"quartz","parameters":{"additionalProperties":false,"properties":{"cipher":{"description":"Numeric length in the input unit","type":"integer"},"fern_harbor":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["cipher"],"type":"object"}},"type":"function"}],"prompt_tokens":558,"decision":{"rms":0.40325118217637557,"sumsq":166.5131683088839,"hb":[0.11116,-0.00727,-2.04405,0.27989,-1.47413,-0.01413,-0.65423],"lse":22.075994021710876,"logits":[12.632,11.297,12.42,14.898,14.711,13.858,17.872,12.965,13.42,14.189,13.718,17.468,10.222,8.298,13.327,8.8,7.922,12.578,10.459,8.302,16.854,9.498,13.034,12.765,11.353,7.775,8.323,7.751,12.169,8.875,9.107,13.737,11.179,8.348,12.962,15.467,9.972,11.048,10.01,15.177,12.716,10.538,9.511,9.932,4.207,6.265,1.674,11.907,5.619,12.377,3.977,6.306,8.932,7.564,10.976,5.908,8.369,12.825,9.719,6.21,6.04,11.485,3.503,8.99,9.295,9.502,3.821,5.958,-1.047,16.194,3.742,7.424,7.133,-1.32,7.241,4.174,6.447,4.323,5.699,10.853,8.141,7.198,4.247,7.703,11.543,3.479,5.959,4.59,7.779,10.154,2.354,3.325,15.911,11.28,2.711,4.083,10.306,-2.869,2.586,3.311,4.928,5.198,-2.319,5.1,-1.192,12.086,8.539,4.455,5.558,8.667,4.576,9.775,4.115,5.131,5.668,9.163,13.416,6.002,6.284,4.173,11.291,9.093,11.943,11.422,10.769,9.785,2.405,9.787,6.771,7.728,-0.439,7.438,4.942,7.342,12.569,6.015,2.637,11.314,5.49,8.242,4.92,11.891,9.2,3.738,-2.13,3.505,9.841,2.545,12.757,1.143,-0.596,9.229,7.281,5.639,4.84,8.787,8.67,9.088,7.524,6.621,6.322,2.889,7.78,-3.722,4.674,3.633,7.467,8.476,-5.255,8.793,10.715,9.653,9.032,8.603,8.864,6.465,6.342,2.769,10.762,5.703,4.889,5.137,11.009,4.627,5.873,12.398,5.142,8.906,-2.366,9.047,8.27,4.182,9.895,14.028,3.354,5.253,5.756,7.94,5.916,3.642,3.039,9.859,5.613,2.889,10.461,7.301,9.348,4.605,6.267,10.87,4.334,10.042,10.718,1.324,4.252,7.182,-5.456,-1.245,6.397,1.801,5.984,5.219,4.312,0.113,-0.192,7.586,3.893,6.414,3.163,3.145,12.245,-1.051,4.011,3.326,7.571,7.266,2.533,10.259,4.121,5.999,11.353,5.655,2.733,0.921,2.98,10.094,2.007,-4.028,5.425,7.514,-2.664,7.614,6.87,7.39,5.142,-2.786,9.567,9.02,5.852,9.711,7.706,9.404,2.765,0.321,5.457,5.391,6.093,9.309,5.202,11.064,0.416,6.526,0.384,0.536,2.648,6.429,9.557,4.583,6.507,-2.8,7.875,7.806,0.247,5.652,3.756,5.829,-1.959,4.876,10.136,8.455,6.962,6.816,8.354,6.241,8.393,8.28,7.783,10.044,11.874,8.52,7.319,4.613,7.113,6.942,6.698,2.644,5.375,8.061,0.866,8.11,7.257,4.848,10.096,3.364,-1.022,-2.217,7.484,8.111,-5.409,-2.493,3.742,7.602,12.777,8.424,10.752,8.577,-1.811,-1.993,5.6,7.606,12.21,7.762,0.58,9.186,9.232,7.084,7.366,2.475,4.093,4.616,-1.837,7.535,9.834,12.237,12.644,3.208,7.699,2.95,4.972,0.124,7.286,3.967,-3.343,5.063,7.264,9.554,6.914,10.053,8.578,7.799,1.769,5.211,-3.665,-1.23,8.274,10.358,12.066,3.664,1.34,1.628,6.427,8.848,0.154,4.194,7.987,5.195,2.152,6.888,6.978,10.701,2.475,-2.291,14.479,1.994,5.907,4.067,0.303,0.194,6.303,6.956,2.367,7.748,1.406,7.739,-1.073,7.536,5.613,3.902,0.007,1.271,2.998,-4.819,5.166,1.938,9.002,-0.238,7.22,7.333,-4.64,-0.46,9.42,5.555,-0.689,4.707,7.194,5.477,-3.785,11.219,8.242,8.001,2.992,8.86,-0.381,8.207,11.732,7.549,4.508,-0.695,9.271,-2.562,7.867,4.485,2.679,2.804,3.511,4.388,7.55,5.935,8.378,7.79,7.929,6.875,5.812,4.733,3.342,4.266,7.692,-2.957,8.41,1.902,6.666,0.28,6.395,-2.956,5.363,3.807,7.092,3.031,5.926,-0.093,1.622,7.581,9.577,2.685,7.908,1.46,0.101,3.048,7.604,7.539,7.469,8.742,11.795,-1.591,2.783,3.615,-1.088,4.881,6.024,0.55,4.47,4.806,5.438,-0.704,8.16,8.673,-4.072,7.903,12.16,6.859,4.708,5.71,6.253,6.002,3.428,1.263,8.291,1.298,5.546,3.035,4.188,1.427,1.144,3.31,2.75,1.188,0.883,4.093,7.274,9.402,5.272,7.116,0.749,1.118,4.951,0.627,5.768,10.312,3.744,6.9,6.64,3.942,3.022,-1.451,5.813,5.173,-0.785,-0.281,-0.428,5.334,1.856,2.82,3.563,5.722,5.059,7.487,7.284,3.511,5.125,7.594,4.703,0.374,-0.513,8.113,-0.965,6.223,7.519,6.087,7.211,6.391,1.963,6.076,-1.665,1.311,4.966,8.954,2.787,8.924,2.427,4.529,7.75,2.896,-1.526,-0.418,3.554,7.341,4.597,3.795,6.516,1.553,0.067,4.937,2.957,6.38,5.704,2.268,-2.078,8.374,8.608,1.732,3.403,7.226,5.805,0.095,1.352,-0.231,6.81,-1.054,8.567,-2.184,9.945,6.761,-1.81,6.253,5.795,0.731,3.582,3.462,1.585,9.2,1.67,5.729,6.188,3.57,9.154,8.023,0.93,-2.568,-2.053,-0.039,6.169,6.448,5.739,5.263,0.235,6.68,3.305,8.136,3.444,7.868,6.911,2.531,2.856,0.922,4.304,8.945,3.651,5.717,-1.726,3.055,5.57,2.144,3.289,2.879,7.403,9.804,5.195,0.74,0.243,3.394,9.378,-1.314,5.346,5.879,4.501,5.039,5.092,-0.173,3.315,0.107,-0.552,1.851,6.76,7.457,-5.037,0.799,-1.251,7.941,-3.714,1.091,5.996,4.642,5.131,6.065,1.97,6.369,6.411,-0.559,6.119,10.53,-4.973,-2.397,-0.153,5.208,-1.227,5.806,7.287,6.57,-0.234,3.307,2.8,0.845,4.164,6.807,1.422,1.812,-0.571,7.083,8.279,9.42,5.345,5.363,6.759,5.162,0.505,4.991,-0.057,2.522,5.4,2.255,3.167,4.242,-1.422,-0.814,11.848,-2.357,2.923,1.589,-1.465,5.991,5.125,-1.327,5.653,7.747,1.561,1.725,2.86,5.375,5.2,1.943,0.187,1.575,4.62,2.995,0.96,7.138,-2.385,6.753,6.864,2.865,4.8,-0.904,1.904,2.68,0.142,6.509,5.037,1.687,8.459,-2.064,2.169,4.274,4.054,3.13,3.832,1.992,2.157,2.294,3.952,-0.366,-0.859,7.243,-1.198,0.462,2.633,1.571,-0.376,1.812,4.386,-0.541,2.321,-3.713,-0.313,5.958,2.937,2.514,1.152,1.709,-0.943,2.13,-2.552,-3.01,4.897,6.582,0.6,-0.959,3.298,5.609,2.397,4.686,8.826,-2.595,2.943,3.759,4.264,1.988,6.395,-0.568,4.248,0.509,9.954,-1.657,-2.545,3.322,1.72,2.25,-0.96,-0.133,0.336,-1.016,2.177,5.449,-0.908,3.193,2.158,2.986,-0.392,-3.111,-1.529,-0.107,3.17,1.677,3.806,1.076,2.656,-1.271,4.961,0.026,-0.562,4.363,-0.774,2.789,2.154,4.845,4.262,4.461,-3.149,2.945,-1.234,1.22,1.837,-2.542,3.673,1.355,1.672,1.522,0.207,-1.89,-0.118,10.814,6.355,2.737,1.429,5.327,5.159,2.578,-1.065,-0.932,1.368,1.267,-1.563,0.169,-1.102,-2.601,3.029,2.301,0.024,-0.791,1.37,-2.601,-1.916,1.85,-2.166,-2.136,-0.401,-2.424,1.421,-2.846,-2.643,-1.068,3.525,0.335,-0.528,-0.463,-1.039,-0.1,2.011,4.017,-0.832,-3.095,-4.018,0.681,-0.728,-0.273,2.266,1.78,0.901,2.207,-2.828,-1.175,3.713,5.835,-2.979,0.931,5.078,2.87,-0.053,-2.503,-0.287,-0.726,-1.204,3.707,-0.511,1.147,3.831,5.149,0.965,2.421,3.831,1.268,-0.637,3.597,-2.525,2.385,0.086,-1.54,2.456,-0.151,2.2,-0.091,-4.322,-0.882,3.362,0.508,-2.013,-1.15,0.988,3.182,0.177,3.727,-1.085,2.157,-0.207,1.485,0.406,0.868,5.171,-1.249,-0.279,3.514,-1.274,2.351,2.908,4.863,0.553,4.461,-1.388,0.795,0.228,-0.393,4.416,3.251,2.549,0.882,-0.618,1.508,-2.503,-2.49,-0.878,-3.699,1.389,-2.557,-0.249,-2.998,1.37,0.21,-1.419,8.034,4.16,1.157,2.616,3.46,-0.582,0.083,-0.992,2.077,-0.207,-0.76,1.463,1.083,1.883,1.076,2.412,1.576,4.591,-2.814,2.771,-0.128,-1.885,-0.046,-5.253,1.187,-0.386,1.926,-0.272,2.265,1.978,2.328,-0.536,3.232,1.475,0.691,4.256,-0.85,2.389,4.794,-2.444,-1.256,-1.773,0.444,-1.304,-1.244,-1.386,-1.648,0.9,-2.261,0.96,-0.505,0.008,-1.156,-0.023,3.458,0.516,1.406,4.909,1.188,-4.172,9.664,22.023,12.797,12.295,11.017,15.896,13.528],"base_top":[[248058,22.023],[19,17.872],[27,17.468],[40,16.854],[760,16.194],[1206,15.911],[248068,15.896],[69,15.467],[76,15.177],[16,14.898]]},"positions":{"tokens":[248058,198,27,1628,17572,470,29,198,27,15704,18941,10245,29,198,19,24,198,510,15704,29,198,27,15704,28,76041,1469,277,9090,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","able",">","\n","<","parameter","=c","ipher",">","\n","4","9","\n","</","parameter",">","\n","<","parameter","=","fern","_h","ar","bor",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.9039,-2.6721,3.9581,1.3146,-1.9591,0.7725,-1.3921,0.0268,0.2585,-0.825,0.1621],[-5.1074,0.0741,7.7047,14.5344,-0.8778,-2.0903,1.7992,-0.7283,0.072,-0.6785,-0.437],[-5.4218,-1.3638,12.4739,19.1924,-2.1141,-0.81,-0.1043,-0.2694,0.1349,-0.8957,-0.2062],[-2.4624,-1.9749,10.584,17.6413,-2.4846,-0.2793,1.2141,-0.8098,0.1298,-0.4984,-0.1397],[-2.981,-2.6313,11.7247,18.9772,-2.6719,-0.6206,-1.9591,-0.7658,0.2644,-0.8534,0.2735],[-1.9467,-2.3818,11.5301,17.8391,-0.4238,-2.2092,-0.715,-1.2519,0.2984,-1.2728,-0.0614],[-4.9992,-1.7307,10.5937,20.5037,-1.6975,-2.0116,0.5503,-0.7844,0.1568,-1.0816,0.1713],[-5.3393,-0.4109,11.2609,21.2374,-2.514,-2.3726,1.9549,-0.2182,0.279,-0.973,-0.1401],[-4.3558,0.1059,10.9643,16.2431,-1.772,-1.4893,0.0249,-0.5213,0.065,-1.1608,-0.1752],[-0.9459,-0.743,9.4793,13.7166,-2.8649,-1.6827,3.917,-0.2268,-0.0075,-0.9643,-0.0168],[-1.7981,-0.678,11.0779,15.9744,-3.4535,-2.2511,-0.536,-0.2899,0.0552,-1.5365,0.5032],[-1.0121,-0.0013,9.1895,13.8125,-3.5389,-0.8244,-0.4307,-0.7981,-0.1254,-1.2478,0.0556],[-4.5034,-1.5969,11.8025,22.5235,-2.5338,-2.0514,1.0122,-1.0737,0.1087,-1.4473,-0.1439],[-2.9053,-2.27,14.8147,21.2317,-3.4254,-1.3509,1.6031,-0.4433,0.4564,-1.3079,-0.514],[-1.6499,-2.3735,17.9842,18.2435,-2.0818,-0.2205,-2.0364,-0.2742,0.275,-1.201,-0.3401],[-2.7308,-1.7716,12.7161,19.3871,-0.4979,-1.5452,-0.0614,-0.7168,0.0494,-1.7078,-0.3143],[-4.2854,-1.1587,12.1283,20.6886,-1.4262,-1.1171,0.2902,-0.5298,0.1431,-1.7572,-0.3414],[-4.5568,-1.3376,13.0472,18.8208,-1.2273,-0.6524,0.6869,-0.3929,0.2151,-1.381,-0.5352],[-3.2063,0.3633,11.6744,17.7886,-1.6737,-1.0562,1.1898,-0.4991,-0.0309,-0.6396,-0.4285],[-3.1694,0.1101,9.4167,21.003,-0.6757,-2.6688,0.6323,-0.9551,0.2791,-1.134,-0.0582],[-2.9179,-1.7894,11.2745,19.5632,-1.9157,0.3223,0.5864,-0.8346,-0.0161,-1.5136,-0.1587],[-3.6613,0.1934,10.7431,16.5853,-0.9687,-0.8476,0.134,-0.7998,-0.0165,-1.1405,-0.3057],[-1.55,-1.0709,10.5004,17.4776,-2.3741,-1.3305,2.9998,-0.6362,-0.1875,-0.8466,-0.4675],[-1.5545,-0.7493,11.6558,19.5503,-3.3364,-1.1932,-0.4473,-0.4994,-0.1767,-1.0675,0.1418],[-0.3366,0.1238,15.4161,17.375,-2.4007,-1.7779,-1.2377,-0.8992,0.123,-1.1682,-0.2432],[-1.1877,-2.1294,12.3559,20.318,-3.0923,-0.8707,0.1656,-1.4021,0.0249,-1.7114,-0.1316],[-1.2136,-2.0999,11.8027,18.9349,-1.2212,-1.4835,0.5537,-0.8298,-0.3481,-1.5046,-0.3832],[-0.3992,-0.9858,11.7316,17.2636,0.8569,-1.2819,0.3731,-1.0851,-0.1447,-1.6375,-0.4307],[-2.6706,-1.3736,11.1641,20.2229,-0.6899,-2.0363,-0.2472,-0.923,-0.1762,-1.5987,0.01],[-2.6167,-0.9189,13.3105,19.3744,-2.62,-1.6277,1.1556,-0.2882,-0.0751,-1.3887,-0.217],[-1.3306,-0.9324,17.0229,16.8337,-1.5303,-1.6761,-1.0045,-0.7432,-0.0204,-1.3909,-0.2247],[-4.171,-1.0598,10.8089,22.5344,-1.7961,-1.2714,1.2851,-0.6826,0.2657,-1.4086,-0.4095],[-3.96,-1.6733,12.3476,18.668,-2.0525,-0.6318,1.1454,-0.6079,0.3761,-1.302,-0.7336],[-2.9366,-0.2439,11.4375,16.8031,-1.7475,-0.7791,1.2771,-0.6185,0.1293,-0.7025,-0.7514],[-3.7069,-0.2915,8.4402,19.8808,-0.7173,-2.0879,0.2198,-0.7191,0.2736,-1.0581,-0.149],[-3.3902,-1.9881,10.7185,20.708,-2.1816,-1.1008,1.5688,-0.5317,0.3443,-1.3891,-0.3966],[-5.2312,0.0549,11.3171,17.8959,-1.2209,-0.2725,-0.4203,-0.4944,0.0378,-0.9267,-0.3261],[-4.2157,-0.3143,9.3383,16.0562,-1.6811,-0.8766,-0.2385,-0.5026,0.1062,-0.8151,-0.4263],[-4.6357,-0.0847,6.1113,12.8986,-0.5909,-1.6599,2.2327,-1.1898,0.2147,-0.663,-0.2901],[-4.0559,-3.5277,10.3029,16.157,-1.3553,-0.1399,1.8109,-0.3445,0.3667,-1.1322,-0.2263],[-5.0605,-1.0576,8.8602,13.1793,-1.6657,-0.9198,0.587,-0.7849,-0.1124,-1.2958,0.039],[-4.1118,-0.5749,8.544,12.3109,-2.0643,-0.7679,-1.4488,-1.1332,-0.1067,-1.5161,0.0209]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=fable>\n<parameter=cipher>\n49\n</parameter>\n<parameter=fern_harbor>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":42,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=fable>\n<parameter=cipher>\n49\n</parameter>\n<parameter=fern_harbor>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":42,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=fable>\n<parameter=cipher>\n49\n</parameter>\n<parameter=fern_harbor>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":42,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=fable>\n<parameter=cipher>\n49\n</parameter>\n<parameter=fern_harbor>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":42,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0238-renamed-611403","set":"renamed_A","cohort":"no_tool","family":"unit_conversion","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_847, reference 079. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to convert a length in meters to feet. Do not access or change stored data.\nNumeric length in the input unit: 44.","tools":[{"function":{"description":"Convert a length in meters to feet. Inert synthetic operation.","name":"cipher","parameters":{"additionalProperties":false,"properties":{"lumen":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"tango":{"description":"Numeric length in the input unit","type":"integer"}},"required":["tango"],"type":"object"}},"type":"function"},{"function":{"description":"Convert a length in feet to meters. Inert synthetic operation.","name":"fern","parameters":{"additionalProperties":false,"properties":{"lumen":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"tango":{"description":"Numeric length in the input unit","type":"integer"}},"required":["tango"],"type":"object"}},"type":"function"}],"prompt_tokens":573,"decision":{"rms":0.38720238789399464,"sumsq":153.52288173139095,"hb":[0.06936,-0.09215,-1.74606,0.06516,-1.20212,0.01391,-0.35938],"lse":21.915573157012137,"logits":[15.863,12.643,12.863,14.982,14.045,13.851,18.267,12.579,13.095,13.526,13.405,16.235,14.55,8.701,16.091,9.657,10.162,12.499,9.213,10.401,18.196,11.096,14.851,13.994,10.568,11.043,10.397,8.731,13.502,10.285,8.156,14.348,14.688,10.238,13.938,11.396,9.68,10.971,8.821,13.899,11.561,8.097,7.315,10.816,3.63,6.166,6.212,9.987,3.957,15.143,2.392,5.956,8.299,6.148,14.622,5.063,8.469,11.686,12.076,6.658,4.391,15.401,2.76,5.706,8.451,10.072,3.794,9.838,-0.888,18.834,6.129,6.724,9.588,-3.13,12.325,3.867,9.082,7.026,8.432,13.701,9.954,7.019,8.498,9.969,18.324,5.016,5.09,4.101,11.617,10.74,3.25,5.015,20.407,10.301,4.68,7.298,12.802,-2.239,1.489,2.553,8.903,7.374,0.196,5.474,-0.231,13.798,11.912,5.23,6.342,10.612,4.438,10.633,8.873,5.792,7.373,12.109,16.718,8.534,9.103,6.206,13.596,12.469,13.723,14.121,15.615,9.303,3.21,11.908,8.868,10.357,1.38,10.447,4.069,9.65,11.981,7.317,4.653,15.159,3.174,9.929,7.456,14.947,11.051,5.224,0.197,6.465,13.329,0.741,15.319,2.072,-2.911,13.454,4.987,6.496,8.467,10.107,9.337,5.948,11.21,8.36,8.822,3.395,9.933,-4.33,10.313,4.011,9.196,8.402,-6.236,7.073,13.222,13.286,14.958,7.852,7.951,6.59,6.823,6.087,13.771,6.769,8.439,5.643,8.092,2.427,7.026,13.128,7.305,11.031,-2.88,11.862,10.873,3.343,14.278,11.761,2.773,8.03,7.861,12.996,8.808,3.4,7.711,11.1,4.487,1.325,11.722,7.933,10.052,6.253,4.967,13.903,3.716,11.847,13.483,2.084,6.226,4.619,-7.305,-0.768,4.663,2.043,5.77,5.607,9.442,1.566,1.047,10.884,6.325,6.799,3.063,4.561,10.852,-4.094,1.802,7.159,10.073,8.93,2.272,11.527,7.521,9.026,7.541,3.361,3.471,2.182,3.83,9.463,1.041,-5.028,8.324,7.938,-1.177,7.583,10.063,11.778,8.164,-3.377,11.363,10.438,7.818,12.466,8.303,9.396,3.621,0.774,3.614,5.468,4.589,10.789,7.214,15.116,-0.568,2.645,0.24,0.092,2.815,8.827,15.256,6.261,8.796,-2.255,9.357,10.468,1.349,5.713,8.423,7.843,-3.222,5.418,11.589,11.954,6.664,9.827,11.259,8.323,8.707,9.013,10.965,13.222,14.196,11.35,11.302,6.509,8.663,10.228,4.662,6.013,6.318,9.939,-0.864,11.391,8.697,4.514,13.902,4.365,-3.171,-2.308,10.806,6.667,-5.809,-1.882,4.031,8.898,15.19,8.748,11.13,9.761,-5.584,-1.162,9.171,8.744,16.517,8.175,2.576,13.73,11.866,3.74,10.261,2.739,4.197,6.393,0.613,8.865,12.133,11.857,10.604,2.917,9.11,2.962,5.498,1.099,8.078,4.253,-2.913,1.899,4.589,11.626,9.138,12.865,8.324,8.843,0.975,10.112,-2.554,-1.553,11.825,10.215,13.131,4.336,2.592,2.68,10.672,4.463,1.72,6.87,11.197,5.158,5.911,10.046,7.108,14.075,2.816,-1.828,15.23,2.249,9.052,6.582,0.538,0.615,6.512,9.695,5.204,9.676,4.309,12.577,-0.281,10.787,7.552,5.905,0.785,2.14,2.263,-4.492,7.317,7.202,9.937,1.511,6.933,10.192,-4.231,0.554,12.62,5.756,0.041,5.416,10.099,8.482,-3.257,9.882,9.272,10.482,4.484,11.287,1.396,5.622,9.914,9.498,4.145,-0.813,12.566,-2.576,11.13,7.678,0.913,3.12,2.48,6.006,7.616,5.494,10.291,11.039,10.665,8.779,7.237,6.408,3.571,4.887,9.5,-0.354,11.939,1.982,10.398,0.037,9.942,-1.537,3.107,3.928,10.243,8.646,8.361,-1.275,2.439,11.672,10.829,3.78,8.985,1.981,1.735,1.566,7.659,8.041,8.641,11.633,15.036,-1.284,2.18,3.701,1.096,7.398,8.727,1.295,7.588,8.137,10.784,0.827,8.734,12.674,-1.597,10.057,14.401,8.501,6.31,6.221,8.129,6.719,7.415,5.048,11.485,1.134,9.033,-0.163,6.395,3.693,4.482,6.891,1.669,3.749,1.402,9.919,11.696,11.57,7.577,10.995,1.762,2.07,10.505,1.82,6.023,13.719,7.248,8.918,9.253,2.58,3.749,-1.714,6.177,9.271,-0.062,0.152,2.604,7.956,3.163,7.254,4.005,1.602,4.16,15.6,7.326,1.777,8.388,9.616,8.67,0.822,-1.207,9.105,-1.232,8.547,11.901,9.382,8.018,5.117,0.803,10.493,-1.389,2.167,6.778,11.47,3.2,11.739,1.128,7.906,9.005,1.208,-4.069,1.57,7.867,10.856,6.191,4.968,9.469,1.986,0.647,5.327,4.875,10.23,9.368,3.187,-2.73,9.198,6.888,1.651,-0.164,8.018,7.295,0.734,2.458,-2.993,7.438,0.153,8.076,0.78,13.795,6.929,-0.684,7.974,6.096,1.773,3.494,1.482,2.949,11.727,2.177,8.164,10.594,5.885,11.0,10.548,2.715,-3.395,-0.337,0.748,11.876,7.466,7.035,9.555,0.861,5.322,1.247,10.191,5.782,9.121,10.521,3.119,4.835,0.884,7.185,10.837,6.272,6.852,-1.146,1.727,0.433,3.361,1.327,6.228,7.581,11.22,8.29,-0.153,-0.241,5.283,12.219,0.128,5.78,9.357,6.252,7.492,6.992,-0.251,6.155,2.836,0.766,4.281,10.125,10.596,-2.537,1.991,1.919,11.343,-4.332,3.952,9.59,6.458,7.194,9.852,3.068,6.597,7.718,1.001,9.645,14.164,-6.483,-1.976,3.584,9.841,0.182,9.408,9.294,3.961,2.529,3.027,4.501,1.262,5.998,8.504,0.941,1.485,-0.54,10.453,9.35,12.802,6.929,12.07,12.613,8.778,2.278,7.148,1.099,1.609,9.195,-0.604,7.22,3.579,1.615,-0.429,13.325,-1.568,7.148,1.143,-1.635,6.08,8.034,-0.461,9.607,10.418,1.979,-0.259,5.87,3.678,2.162,3.126,1.336,2.141,6.856,2.276,1.778,10.57,-3.516,9.927,9.456,3.348,6.643,1.464,1.629,5.734,0.637,9.87,8.831,1.812,11.391,0.798,1.211,5.327,6.052,2.003,8.191,-0.19,2.486,3.346,8.293,0.736,-0.525,9.754,-2.007,2.019,3.955,1.398,-0.936,1.447,6.386,1.198,2.307,-0.183,-0.015,9.037,5.639,2.8,1.31,1.478,-1.453,2.074,-0.765,-4.153,6.04,10.833,-1.591,-1.662,7.575,8.044,3.369,9.356,11.703,-1.662,3.653,8.3,5.211,3.663,9.218,-1.411,8.539,1.027,11.129,0.041,-3.121,2.528,0.73,2.251,-2.063,1.994,-0.306,0.018,2.289,4.445,-0.745,2.891,3.009,3.172,0.157,-3.135,-1.783,-0.581,3.853,1.908,3.299,2.861,2.143,1.443,6.048,1.203,-0.907,3.46,0.669,2.921,1.584,5.214,1.909,3.746,-3.127,2.122,1.81,-1.934,2.606,-2.411,2.348,4.649,1.357,0.442,1.739,-2.469,0.775,9.534,6.341,3.237,1.107,4.078,2.883,3.598,-0.07,-0.883,0.528,2.439,-1.331,2.783,2.389,-2.487,1.377,0.812,-0.537,-0.813,1.808,-1.954,-2.678,1.405,-0.01,-2.33,0.864,-0.66,0.994,-2.077,-1.379,-0.03,1.763,0.396,1.992,-0.096,1.494,-1.225,-1.611,3.981,0.676,-3.886,0.146,1.291,-0.103,-0.01,1.655,2.925,1.599,1.953,-1.981,-1.156,3.246,5.047,-0.981,1.274,4.683,1.864,-0.947,-0.861,0.417,-1.412,-3.866,2.043,-0.418,1.613,3.569,4.639,1.775,1.506,2.295,2.573,0.513,3.628,-3.597,1.234,0.27,-1.763,2.539,0.142,1.83,0.053,-4.199,-2.532,3.178,2.06,-1.302,-0.317,2.621,3.752,0.128,4.634,-1.187,2.167,0.182,2.232,-0.44,1.35,4.778,-2.4,0.384,3.427,-1.16,1.903,2.229,5.109,0.545,1.625,0.56,1.379,-0.301,0.671,2.821,0.735,0.721,1.628,0.378,0.96,-0.968,-2.26,-2.098,-3.53,2.601,-1.345,1.562,-2.017,2.113,-2.36,0.512,5.553,0.563,-0.04,1.963,4.229,1.001,0.727,-0.228,0.677,-1.985,-0.119,3.758,-0.085,2.574,2.076,2.099,1.542,4.037,-3.383,4.409,-1.225,-0.537,-0.498,-5.369,-0.793,4.015,1.964,0.601,0.598,1.462,6.432,-0.947,3.22,1.904,0.402,3.044,-0.833,0.26,2.885,-2.908,2.531,-1.95,-1.175,-1.819,-0.681,-0.093,-1.053,1.967,-2.404,1.302,-1.615,-0.963,0.862,0.447,4.03,-1.392,0.808,3.358,1.947,-5.175,9.359,21.367,7.729,9.123,9.506,16.503,13.82],"base_top":[[248058,21.367],[1206,20.407],[760,18.834],[1073,18.324],[19,18.267],[40,18.196],[1919,16.718],[12189,16.517],[248068,16.503],[27,16.235]]},"positions":{"tokens":[248058,198,27,1628,18941,10245,29,198,27,15704,23251,5005,29,198,19,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=c","ipher",">","\n","<","parameter","=t","ango",">","\n","4","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[1.7673,-3.5274,2.2548,1.3274,-2.1868,0.9439,-0.1471,-0.061,0.0866,-0.9088,-0.0003],[-4.5065,-0.0134,7.3917,14.134,-1.0877,-1.7075,1.8136,-0.6849,0.0865,-0.6508,-0.505],[-4.4699,-0.8011,11.9498,17.3543,-2.173,-0.9425,0.0516,-0.2118,0.2103,-0.8992,-0.2508],[-1.9082,-0.7999,9.9875,15.5054,-2.8333,-1.3144,1.9828,-0.5645,0.0459,-0.5918,0.0394],[-1.7088,-0.6826,9.887,13.6582,-3.1018,-1.454,-0.932,-0.3491,0.1742,-1.0759,0.5129],[-1.0008,-0.3765,9.1715,12.8588,-2.7276,-0.4724,-1.0487,-0.6529,-0.0457,-1.1339,0.1782],[-3.9704,-2.2006,10.7177,20.6944,-1.7811,-1.7279,0.0462,-0.8648,0.1154,-1.0224,0.049],[-5.1021,-1.0267,10.9481,22.1456,-2.2131,-2.5693,0.6004,-0.4781,0.3176,-0.903,-0.4172],[-5.4241,-0.7896,11.4681,17.3488,-2.0459,-1.3026,-0.6099,-0.3863,-0.0182,-1.1254,-0.2459],[-1.0704,-1.1926,10.4424,17.2597,-2.8528,-1.0435,2.6674,-0.6239,0.1508,-0.902,-0.5126],[-1.8332,-1.8496,11.7759,20.3017,-3.4425,-1.8854,-2.2397,-0.9961,0.2698,-1.2728,0.0031],[-0.4875,-1.4251,11.178,16.9733,-1.9907,-2.7776,-1.2299,-0.8085,-0.0805,-1.0963,0.1289],[-3.5726,-1.3994,11.9561,22.5472,-2.5387,-2.2849,0.7715,-1.081,0.1557,-1.5045,-0.0778],[-3.1082,-2.4235,14.8836,21.5104,-3.3233,-1.6378,1.8538,-0.3122,0.404,-1.1785,-0.4613],[-1.5234,-3.0514,18.073,17.9904,-2.0502,-0.1802,-1.8392,-0.1651,0.34,-1.1007,-0.1845],[-2.5839,-2.1916,12.5361,20.3176,-0.213,-1.7958,-1.2806,-0.6233,0.1998,-1.5489,-0.3691],[-4.215,-1.4073,11.5807,20.3158,-1.5061,-1.6078,0.2728,-0.4488,0.1041,-1.4868,-0.3003],[-4.3701,-1.7596,12.6712,18.1742,-1.511,-0.9415,0.758,-0.3224,0.2356,-1.2724,-0.5251],[-3.2214,-0.0194,11.5584,17.5437,-1.9503,-1.2644,1.4259,-0.4024,0.0497,-0.6301,-0.4683],[-3.0267,-0.5233,9.3392,21.1398,-1.8753,-2.2708,0.4957,-0.8106,0.2792,-1.2527,-0.1218],[-3.5385,-2.4559,10.747,19.1049,-2.3435,0.7034,0.3693,-0.6998,-0.0159,-1.382,-0.272],[-3.8859,-0.8303,11.0605,17.0953,-1.8349,-0.7567,-0.0016,-0.8246,-0.0467,-1.13,-0.4725],[-4.0531,-0.1119,10.1712,17.3158,-1.828,-0.8508,-1.1117,-0.6816,0.0961,-1.0305,-0.4882],[-4.8196,-0.3686,6.3531,14.1695,-0.6233,-1.847,2.0754,-1.1409,0.2005,-0.7997,-0.2589],[-3.8805,-3.4444,10.0793,16.531,-1.5475,-0.3334,1.6568,-0.2592,0.2611,-1.1469,-0.2376],[-4.3323,0.0478,8.934,12.4809,-1.409,-0.9663,0.3492,-0.6621,-0.1076,-1.2013,-0.0462],[-3.7425,-0.5928,9.866,13.7111,-1.6622,-0.4864,-1.4136,-0.9663,-0.0839,-1.6305,0.0853]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=tango>\n44\n</parameter>\n</function>\n</tool_call>","n_tokens":27,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0263-renamed-611403","set":"renamed_A","cohort":"ambiguous","family":"graph_direction","action":"clarify","ambiguous":true,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_857, reference 084. These are not inputs to this request.\nCarry out this request: list vertices reached by edges leaving a vertex.\nVertex identifier: either \"spruce_446\" or \"spruce_4469\", with no preference specified.","tools":[{"function":{"description":"List vertices reached by edges leaving a vertex. Inert synthetic operation.","name":"plum","parameters":{"additionalProperties":false,"properties":{"harbor":{"description":"Vertex identifier","type":"string"},"vessel":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["harbor"],"type":"object"}},"type":"function"},{"function":{"description":"List vertices with edges entering a vertex. Inert synthetic operation.","name":"tango","parameters":{"additionalProperties":false,"properties":{"harbor":{"description":"Vertex identifier","type":"string"},"vessel":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["harbor"],"type":"object"}},"type":"function"}],"prompt_tokens":568,"decision":{"rms":0.42669824196448475,"sumsq":186.44007904827595,"hb":[0.01276,-0.03815,-2.11679,0.17385,-1.55002,0.21834,-0.65985],"lse":22.88547775170274,"logits":[13.726,12.598,10.769,12.509,11.77,10.766,8.084,9.283,11.16,11.446,11.328,15.721,11.377,10.536,14.383,9.952,9.039,10.289,11.576,10.102,19.89,10.877,11.501,13.363,11.956,12.343,10.594,9.917,11.944,11.239,10.082,13.963,14.644,8.327,12.247,10.262,9.909,11.787,10.156,10.691,12.028,11.124,9.355,12.15,4.962,7.17,1.28,11.363,6.254,13.736,4.608,8.792,9.392,8.737,8.618,6.26,11.801,13.518,10.805,6.643,7.909,14.091,4.141,8.801,9.701,12.605,5.157,9.738,2.406,17.438,8.07,7.923,9.297,-0.26,8.215,2.693,13.395,8.145,8.659,9.755,9.31,9.866,7.65,8.156,10.564,6.325,7.05,6.132,9.422,12.625,2.595,5.198,16.439,12.805,4.805,7.197,13.164,-2.591,3.896,4.676,7.441,7.629,1.288,8.303,0.608,13.251,10.736,4.603,8.312,10.403,7.672,10.268,5.359,5.799,7.136,11.192,15.486,5.826,8.012,7.636,12.119,12.74,13.305,13.528,13.245,10.922,3.682,11.919,7.951,10.223,2.487,7.091,4.15,6.616,12.354,8.063,5.147,14.982,5.911,9.488,8.815,13.744,12.274,5.54,0.774,8.299,12.354,1.062,15.052,2.507,-0.264,9.565,7.121,8.083,7.471,10.424,7.001,9.368,9.759,10.627,8.496,5.003,10.125,-1.092,8.321,4.167,9.351,5.521,-5.242,9.434,12.665,10.999,12.561,7.81,8.744,6.134,7.269,6.239,11.778,9.158,6.569,4.534,6.374,3.442,8.058,16.835,5.19,11.2,-1.404,9.68,10.336,6.561,12.346,12.267,5.671,4.759,8.905,11.16,8.534,2.759,6.229,12.536,7.228,5.198,13.104,8.593,10.311,8.163,5.854,13.061,3.071,10.545,13.751,4.072,6.73,6.525,-5.078,0.931,5.21,4.642,7.005,9.319,6.936,5.671,-0.059,4.853,7.395,5.316,1.867,5.13,11.184,-1.333,3.203,5.426,8.647,10.65,3.525,12.027,7.84,9.097,9.609,5.245,4.488,3.507,7.013,12.855,0.297,-3.501,7.39,8.867,0.508,12.258,8.538,8.467,6.608,-2.342,11.438,11.746,7.605,11.836,8.946,10.62,5.833,1.918,4.552,6.976,2.284,10.131,8.994,14.489,1.396,5.246,1.102,0.97,2.349,8.2,7.417,7.611,7.664,0.529,10.259,8.914,0.044,6.245,5.157,7.163,0.626,7.899,12.223,12.089,7.719,6.973,10.13,7.72,8.323,10.091,8.62,11.336,15.247,10.792,10.172,6.348,5.634,9.198,7.957,5.824,5.648,10.08,0.994,10.642,7.276,6.461,12.776,3.714,0.461,-1.946,8.532,8.916,-4.129,-1.216,4.238,10.214,8.331,8.318,9.63,10.127,-2.75,-1.212,7.168,8.652,15.337,9.393,3.078,10.963,12.364,7.76,10.03,2.218,3.178,6.132,-2.228,11.944,11.331,11.737,9.609,4.662,9.504,4.418,7.537,3.354,10.334,4.965,-0.992,6.034,10.686,12.982,7.942,10.798,11.336,9.424,1.889,4.398,-0.09,0.74,11.218,10.903,12.924,5.911,3.763,4.695,9.458,11.613,2.003,7.346,10.309,4.559,5.299,10.6,9.331,12.887,4.604,-3.191,15.127,4.643,7.703,4.959,2.91,3.247,9.101,10.714,4.223,9.938,6.329,11.827,0.248,8.961,8.992,3.364,2.348,2.42,3.448,-2.118,6.29,3.337,11.352,0.183,9.576,10.398,-2.535,3.537,10.091,9.533,0.639,5.243,9.302,8.904,-2.178,12.22,8.346,10.906,7.129,13.924,3.716,9.857,6.61,10.397,4.745,1.187,13.206,-1.011,13.415,8.013,3.935,5.818,3.299,6.412,7.339,6.435,12.216,10.814,9.191,7.382,6.86,5.319,3.18,5.656,9.947,0.763,11.758,2.135,8.221,-0.591,10.031,-1.505,5.048,3.91,10.481,6.253,5.79,0.86,2.192,10.486,10.204,6.456,8.666,2.9,0.215,2.608,9.55,7.363,7.446,11.969,7.237,0.068,3.055,1.675,2.332,7.548,7.36,2.812,7.954,5.329,9.311,0.607,8.319,10.633,-0.434,8.207,16.316,9.296,7.759,5.905,8.39,9.278,6.342,6.029,11.313,1.591,7.462,1.855,9.32,1.649,4.992,5.399,1.089,5.155,0.318,5.773,9.365,13.248,2.287,9.023,0.863,3.486,8.293,4.876,7.53,12.885,5.205,6.569,9.194,3.082,2.913,-1.215,5.441,6.252,0.513,-1.565,1.467,7.434,5.832,5.555,4.637,7.028,4.736,5.208,8.383,3.545,5.224,6.792,5.648,0.853,0.636,9.495,2.816,4.734,10.265,7.764,5.181,6.355,3.029,6.003,-1.862,2.296,6.549,10.264,4.554,11.156,3.457,9.488,10.114,5.965,-0.129,1.536,7.444,9.769,6.99,2.032,9.5,2.731,0.841,5.711,3.899,9.17,2.365,5.563,-1.043,6.969,7.667,0.866,3.478,7.083,9.786,0.197,4.555,1.244,6.901,1.403,9.728,0.003,11.087,9.055,-1.497,4.382,9.185,-0.637,2.551,3.238,5.161,12.653,3.067,7.257,8.413,5.605,11.753,10.039,0.54,-0.466,-2.805,0.199,7.001,10.146,8.513,8.199,-1.397,7.382,3.011,8.054,5.564,7.351,10.59,5.429,4.311,2.666,5.871,12.266,4.453,8.301,-3.714,3.43,6.534,0.914,4.237,3.439,10.344,11.554,6.786,1.635,0.841,5.279,10.282,1.084,4.943,7.157,5.813,8.218,7.145,-2.208,3.058,2.692,-1.295,2.827,8.988,8.745,-4.177,1.971,-0.389,12.661,-1.8,3.674,9.068,9.222,7.303,9.014,1.447,7.619,7.592,0.097,6.273,10.552,-4.98,-0.798,1.725,6.295,1.163,7.571,9.237,7.126,0.648,3.2,4.161,2.663,7.009,10.667,2.03,2.983,-0.473,10.274,5.242,8.941,4.739,6.256,9.88,7.472,3.205,6.502,1.997,4.189,6.632,1.928,5.786,2.59,1.81,-0.121,12.759,-1.698,6.2,3.873,0.047,5.102,8.404,-1.717,8.601,11.279,1.564,0.852,4.611,4.946,6.544,2.857,4.462,1.292,5.473,4.223,2.331,8.594,0.029,7.843,7.949,5.684,5.409,-0.692,2.895,3.608,1.174,8.503,9.762,2.863,12.485,1.219,3.478,6.858,6.439,4.434,7.326,3.137,1.489,3.27,5.936,0.946,-0.249,8.557,-0.781,0.823,6.638,2.432,-2.462,3.584,5.575,1.815,3.113,-1.635,1.57,10.038,5.814,3.541,-0.816,1.92,0.285,3.193,-0.256,-3.257,6.324,7.977,1.714,-1.085,2.998,6.213,0.871,9.005,11.159,-2.545,5.073,5.974,5.214,4.305,8.564,-0.779,4.005,1.767,9.913,-1.596,-0.614,4.922,1.761,1.105,-1.837,0.597,2.136,0.633,2.372,5.198,0.494,5.578,4.147,2.748,-1.434,-0.421,-1.233,1.788,1.821,2.296,3.903,0.811,5.018,0.808,6.323,1.138,-0.413,2.279,0.497,4.222,2.657,4.039,4.043,4.239,-0.593,2.812,-0.66,3.328,2.326,-3.571,2.607,1.285,1.828,1.677,1.741,-0.315,2.245,11.856,8.387,3.698,3.8,3.58,3.803,4.509,1.043,-0.321,2.23,5.023,-1.354,-1.321,0.217,-4.197,4.409,-0.34,2.443,-0.017,3.111,-0.751,-0.107,3.145,-0.914,0.202,-0.185,0.922,0.884,-0.374,-1.255,-0.305,2.413,0.663,0.2,1.639,0.259,0.618,3.142,2.136,1.082,-1.151,-2.624,-0.372,-0.923,0.841,0.659,2.127,5.16,3.409,-1.95,-1.983,5.032,4.72,0.532,-0.104,3.504,4.184,0.788,-0.549,1.53,0.025,1.476,4.091,-0.984,1.991,2.209,6.008,3.222,3.266,4.288,3.938,-0.049,4.638,-2.029,2.066,0.974,-0.411,4.728,1.368,1.72,3.511,-2.272,-1.747,3.288,0.549,0.776,1.834,1.907,2.971,0.648,5.84,1.061,4.088,2.05,2.014,0.704,-0.228,4.476,0.961,-0.31,3.741,-1.111,-0.485,2.773,5.601,0.246,3.624,-0.194,3.459,0.514,0.175,5.379,4.894,2.316,0.936,1.21,0.667,-1.628,-0.887,-0.759,-4.888,2.039,-2.029,0.772,-1.483,1.824,-0.213,0.808,6.3,4.13,1.204,2.919,3.034,0.073,-0.456,0.566,4.275,2.59,-0.935,5.168,1.559,3.07,3.473,3.92,0.762,3.219,-2.613,2.754,0.688,-1.026,0.131,-3.635,-1.296,3.595,2.618,0.8,2.921,2.939,3.114,0.368,4.656,1.476,-0.032,5.43,-0.202,5.377,4.062,-0.84,-1.282,-1.549,0.998,-2.235,-1.105,-0.252,-1.41,1.922,-2.26,2.631,0.989,0.436,-1.295,1.602,3.645,0.511,3.583,4.297,2.894,-4.295,10.554,22.809,11.522,12.867,12.269,15.891,14.34],"base_top":[[248058,22.809],[40,19.89],[760,17.438],[3928,16.835],[1206,16.439],[27775,16.316],[248068,15.891],[27,15.721],[1919,15.486],[12189,15.337]]},"positions":{"tokens":[248058,198,27,1628,28,490,367,29,198,27,15704,28,12610,9090,29,198,49931,10208,62,19,19,21,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","pl","um",">","\n","<","parameter","=","har","bor",">","\n","spr","uce","_","4","4","6","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.8107,-1.0054,-0.2594,-1.2517,-1.6896,1.1082,-0.4824,-0.2188,0.1849,-0.8093,-0.0098],[-3.9486,0.7682,7.6768,14.7207,-0.8685,-1.4528,1.7486,-0.9371,0.0903,-0.5801,-0.3833],[-4.0766,-1.2871,10.7138,17.8399,-2.3117,-0.2995,-0.221,-0.3363,0.1216,-0.9385,-0.2096],[-2.2381,-1.2951,10.5166,17.6083,-2.738,-0.0434,1.4931,-1.0662,-0.0852,-0.7811,0.1009],[-2.5385,-1.2993,11.5754,17.4699,-2.6593,-1.0268,-1.4089,-0.6049,0.2046,-0.9995,0.4985],[-1.0424,-1.1341,14.9601,14.3056,-1.7413,-1.4177,-0.4676,-0.9012,0.277,-1.4006,0.0062],[-2.9117,-2.4826,11.7193,19.3727,-1.4212,-1.5093,-0.1091,-0.6298,-0.1532,-1.2384,0.1707],[-3.3598,-1.9578,11.4532,21.3202,-1.6456,-1.3589,0.2924,-1.1772,0.1245,-1.484,0.1403],[-3.9881,-0.506,13.0384,21.6303,-2.7138,-1.9463,0.6924,-0.7632,0.1723,-1.1225,-0.2168],[-4.4011,0.0685,12.3705,17.0343,-2.0432,-1.648,-0.4105,-0.5614,-0.0991,-1.4203,-0.2411],[-0.6881,0.128,10.8838,15.2676,-3.15,-1.8764,2.756,-0.6789,-0.1365,-1.1484,-0.3175],[-1.1561,-0.8993,12.6541,17.8564,-3.9174,-2.0099,-1.7647,-0.7532,0.0609,-1.2679,0.4165],[0.248,-1.1252,15.4883,16.55,-3.2147,-1.9794,-2.0463,-1.1633,0.2817,-1.1767,-0.4132],[-1.1203,-1.0708,11.3285,17.3461,0.3737,-2.016,1.0739,-1.0957,-0.1754,-1.4788,-0.2286],[-3.7869,-1.7834,12.8791,21.6461,-1.9673,-1.4482,1.3285,-0.9411,0.0158,-1.8802,-0.0365],[-3.188,-1.3995,17.4069,20.8302,-4.226,-0.7608,1.6935,-0.3386,0.4284,-1.5077,-0.2379],[-0.9821,-1.289,20.9244,16.6466,-2.2235,-0.7471,-1.5976,-0.6604,0.332,-1.5359,-0.2411],[-3.0585,-1.6324,13.6479,19.7541,-1.0946,-0.5181,0.7166,-1.3249,-0.011,-1.1345,0.0537],[-3.4529,-1.5982,12.8874,22.3639,-1.873,0.4723,0.4898,-1.575,0.2709,-1.8137,-0.1091],[-1.8316,-2.564,16.2892,20.6474,-1.6921,0.303,-0.9104,-0.8482,0.1502,-1.6827,-0.6415],[-2.5821,-1.6383,13.1809,19.3657,0.3906,-1.3457,-1.0646,-1.2577,0.1036,-1.4299,-0.353],[-2.6571,-1.219,12.6257,20.2117,-1.3422,-2.1444,0.1847,-1.3935,0.2751,-1.3222,-0.3248],[-3.3434,-0.9999,12.2884,20.7965,-1.6333,-1.4124,1.4737,-0.9993,0.2553,-1.6754,-0.2429],[-4.5693,-1.1551,12.4226,19.3017,-2.0156,-0.7783,0.422,-0.3863,0.3548,-1.2028,-0.6939],[-2.7191,0.072,11.384,16.9581,-1.876,-0.7476,0.7242,-0.2466,0.0104,-0.6053,-0.5682],[-3.2299,0.1158,9.5991,21.0285,-1.1332,-2.7021,0.4416,-0.7128,0.2817,-1.3561,-0.023],[-2.0332,-1.9197,10.3369,20.9168,-1.9103,0.0247,0.5347,-0.662,0.0829,-1.4684,0.0023],[-3.7533,-0.0896,11.2571,17.6002,-1.2668,-1.0275,0.3477,-0.4106,0.0367,-1.3006,-0.2672],[-3.9274,-1.0442,11.2396,17.3487,-2.0791,-1.2165,-0.7598,-0.6861,0.1747,-1.1694,-0.3869],[-4.3219,0.1987,7.679,14.6304,-1.0278,-2.0712,2.2848,-1.069,0.2187,-0.9379,-0.1695],[-3.1009,-2.8211,10.1603,16.2683,-1.8283,-0.1302,1.9411,-0.004,0.3858,-0.944,-0.0381],[-4.3821,-0.4212,8.8,12.5254,-2.4419,-0.6477,0.1379,-0.9865,0.0006,-1.2053,0.1366],[-4.3703,0.1585,7.2489,11.311,-2.2825,-0.8373,-0.679,-1.1921,0.1651,-1.3221,-0.0129]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=plum>\n<parameter=harbor>\nspruce_446\n</parameter>\n</function>\n</tool_call>","n_tokens":33,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=plum>\n<parameter=harbor>\nspruce_446\n</parameter>\n</function>\n</tool_call>","n_tokens":33,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=plum>\n<parameter=harbor>\nspruce_446\n</parameter>\n</function>\n</tool_call>","n_tokens":33,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=plum>\n<parameter=harbor>\nspruce_446\n</parameter>\n</function>\n</tool_call>","n_tokens":33,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0131-renamed-611403","set":"renamed_A","cohort":"need_clarification","family":"text_case","action":"clarify","ambiguous":false,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: change stored text to uppercase.\nStored text identifier: not provided.\nUnrelated archived note: maple_524, reference 021. These are not inputs to this request.","tools":[{"function":{"description":"Change stored text to lowercase. Inert synthetic operation.","name":"zinc","parameters":{"additionalProperties":false,"properties":{"cipher_harbor":{"description":"Stored text identifier","type":"string"},"z_37518":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["cipher_harbor"],"type":"object"}},"type":"function"},{"function":{"description":"Change stored text to uppercase. Inert synthetic operation.","name":"mosaic","parameters":{"additionalProperties":false,"properties":{"cipher_harbor":{"description":"Stored text identifier","type":"string"},"z_37518":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["cipher_harbor"],"type":"object"}},"type":"function"}],"prompt_tokens":560,"decision":{"rms":0.34651850384716315,"sumsq":122.95585127267987,"hb":[-0.0469,-0.01106,-0.90133,0.11309,-0.45209,0.07182,-0.44768],"lse":20.497319150469227,"logits":[11.841,13.85,11.807,10.836,11.058,7.574,7.265,7.837,8.734,11.188,9.012,14.781,10.168,7.825,13.348,8.17,7.382,7.766,8.133,9.768,18.264,6.568,13.638,15.197,12.035,9.015,8.745,8.248,12.157,6.725,8.647,13.071,12.188,5.938,11.008,7.18,6.303,9.329,4.785,10.335,11.604,4.717,10.689,11.364,4.805,6.819,-0.118,9.728,5.449,13.651,0.295,6.459,7.202,7.173,6.76,5.219,7.935,12.171,10.358,6.22,5.176,12.542,-0.81,5.118,8.91,10.433,5.413,8.466,-0.223,16.99,10.681,11.489,8.773,4.165,5.499,3.081,6.391,7.207,9.425,8.397,7.805,7.202,7.506,7.837,7.799,7.9,6.725,1.451,9.014,10.094,-0.981,4.23,14.413,9.52,6.247,5.61,10.29,-3.432,1.291,0.826,5.238,6.547,2.058,9.145,0.369,12.396,8.289,2.675,4.315,7.937,4.967,10.221,4.636,4.164,5.53,8.61,14.965,3.636,4.039,10.569,9.764,8.622,11.025,12.183,12.144,12.063,2.073,10.155,6.609,6.182,0.758,6.056,4.959,4.974,9.017,10.787,6.294,11.695,3.804,5.103,6.477,13.88,14.456,2.477,2.07,5.118,10.023,-2.816,16.013,0.373,-5.701,8.452,7.151,6.925,2.514,10.73,5.565,6.826,3.11,7.051,5.64,3.937,7.854,-1.241,3.973,3.905,10.255,7.829,-4.785,12.397,9.126,9.009,11.782,4.059,6.978,8.574,14.715,3.092,10.675,6.285,5.633,3.362,4.308,1.843,6.625,16.219,10.03,7.967,2.43,8.375,8.186,2.722,10.319,9.767,7.358,3.533,6.806,12.901,6.824,4.32,4.912,12.58,3.297,1.353,9.196,6.74,14.218,11.933,2.628,8.433,3.522,13.052,15.077,2.289,7.595,4.573,-3.394,6.501,1.141,0.554,11.941,6.553,6.797,2.759,-3.676,6.045,8.498,0.635,-0.689,2.833,9.694,0.763,1.461,7.209,9.75,8.185,6.816,9.345,3.152,7.884,10.32,1.433,6.199,2.367,6.091,10.842,-1.994,0.946,10.976,7.29,0.209,13.002,7.307,8.989,4.506,3.009,8.455,12.274,4.8,10.417,12.268,10.424,3.615,0.861,4.956,11.928,1.395,6.555,4.882,11.199,-2.168,7.713,-1.239,1.533,-0.17,12.034,8.185,4.82,5.99,0.944,16.485,7.829,-1.353,5.137,1.699,7.124,-2.174,11.311,7.87,10.37,9.895,3.816,11.785,11.596,9.294,8.248,10.701,10.863,11.477,3.52,9.444,5.427,4.75,7.204,5.366,2.611,13.78,12.12,0.338,7.368,6.39,5.108,13.463,6.389,0.257,4.59,5.919,2.098,-2.548,2.136,3.12,7.962,8.205,6.578,7.91,9.259,-4.352,-3.1,6.194,9.478,15.24,5.835,0.387,10.581,12.753,4.766,9.794,1.665,2.152,3.727,-3.195,10.9,10.622,11.089,8.514,6.168,7.008,9.594,8.211,7.137,15.59,1.799,-0.89,0.68,11.302,11.014,6.297,11.256,8.381,7.931,-2.01,4.335,-0.134,-1.698,11.972,14.67,9.231,4.249,-1.047,5.66,6.784,12.393,-0.198,5.125,9.937,2.176,2.696,10.034,10.767,12.664,1.208,-2.805,12.904,-1.154,6.365,2.001,1.773,4.966,13.003,12.664,2.04,13.152,2.668,12.353,-0.66,10.932,5.904,1.445,-0.626,2.557,5.852,-3.517,3.01,-0.047,7.646,-0.609,6.973,12.791,-2.735,0.181,7.767,6.611,5.281,3.919,8.574,8.018,-1.516,10.242,4.9,6.484,5.622,8.624,1.887,7.29,2.879,6.019,1.531,0.149,12.354,-0.94,10.562,7.12,6.708,6.865,0.042,7.347,7.248,3.933,15.499,11.876,7.26,12.788,5.426,6.837,0.518,8.426,9.709,0.649,8.109,1.785,5.064,4.59,6.914,-0.307,6.104,1.349,7.569,4.133,9.039,-1.034,1.146,9.077,10.211,4.765,9.465,2.838,-0.609,1.542,7.634,7.159,6.405,11.262,6.151,-2.848,2.061,0.729,-1.316,7.057,3.16,2.626,12.562,3.586,7.219,-3.176,6.139,7.97,-2.994,6.332,14.373,6.172,7.013,11.283,5.761,11.409,4.329,4.269,11.757,-0.368,6.281,2.361,7.63,1.236,3.559,3.23,2.693,2.47,-0.713,2.076,6.614,10.7,5.535,7.669,-2.023,6.21,6.112,1.912,11.113,11.15,10.113,5.106,5.751,0.304,-0.999,-1.495,4.919,6.17,2.858,-1.422,0.237,6.307,3.319,2.111,3.813,1.984,6.435,5.363,6.855,1.55,1.284,8.311,4.671,3.078,-0.481,11.138,1.249,5.11,9.829,5.662,1.913,4.158,-0.727,3.084,-2.89,-0.749,7.855,8.752,3.635,8.872,6.982,4.592,6.873,2.544,-3.644,3.503,7.358,8.96,8.027,2.568,7.231,4.173,-0.99,3.166,8.369,8.182,0.98,8.463,-2.61,5.785,7.575,4.098,1.377,4.517,13.25,-1.445,3.021,1.068,5.481,-1.382,6.974,-0.511,9.401,9.828,-4.846,5.876,13.555,-2.944,2.749,-1.048,9.071,12.194,6.87,7.015,5.97,3.285,8.515,6.809,-2.415,-2.729,-3.956,-2.115,5.315,13.816,7.219,6.21,-2.678,6.205,5.558,8.524,6.7,6.765,7.947,8.058,3.384,2.232,1.418,9.375,3.944,8.918,-5.49,3.253,6.471,1.193,7.013,1.864,7.823,10.203,5.996,-0.202,0.074,7.891,6.866,-2.257,4.845,8.026,3.849,6.481,6.46,-6.14,4.086,1.293,-1.286,4.17,5.39,7.209,0.177,3.951,-1.478,12.492,-2.632,7.45,5.118,2.846,4.121,6.856,0.658,3.534,4.913,-0.8,5.126,9.472,-2.987,0.043,4.493,1.756,1.305,1.143,4.963,6.983,0.578,1.898,2.439,2.139,7.491,7.506,-4.132,-0.248,1.901,8.318,3.109,7.434,6.107,6.409,10.318,5.1,3.377,4.56,-2.778,0.975,5.474,-2.259,4.81,3.941,5.131,-2.745,9.578,-4.265,4.321,6.792,-0.05,4.11,7.843,-0.95,7.271,9.56,4.277,-1.296,7.818,8.267,3.343,5.012,3.308,-0.134,8.477,-1.242,1.898,5.866,-0.861,5.657,3.848,1.449,6.286,4.348,-2.063,5.281,-2.656,8.038,6.736,1.548,9.219,2.898,2.801,7.236,3.617,2.4,5.187,0.096,4.733,1.503,5.448,-1.027,-2.554,8.484,7.424,-1.405,4.897,-2.702,-4.923,-2.597,10.121,1.233,6.561,-2.074,3.212,6.477,4.556,-1.048,1.332,-1.597,0.822,0.793,-0.415,-2.338,8.338,7.819,1.215,-2.279,2.378,5.043,0.908,5.106,10.686,-4.643,5.91,3.73,4.004,5.931,6.17,0.37,3.639,0.843,9.893,0.515,-1.614,0.372,0.274,-4.592,-4.251,-1.879,-0.186,-0.298,-0.157,3.412,-2.354,6.771,3.513,0.777,-3.008,-3.567,-3.313,-0.544,1.524,0.903,5.274,0.411,2.86,1.908,4.233,0.163,-2.855,-2.061,-2.698,1.502,-0.383,3.274,2.293,2.637,-2.452,1.886,0.3,2.114,-0.23,-3.126,-0.1,0.727,-0.746,-0.455,0.93,-3.052,-0.242,8.144,7.021,-1.035,1.698,1.165,6.072,4.699,-0.725,-1.906,2.886,-0.172,-2.809,-1.296,-0.613,-3.985,4.183,-3.357,1.118,0.585,1.9,-0.994,-1.618,3.145,-2.341,0.097,0.754,-0.88,-0.402,-3.467,-1.227,-3.852,-0.316,-1.789,-0.389,0.23,0.033,-0.807,2.394,3.592,1.545,-2.807,-1.185,0.307,1.168,0.176,2.066,1.503,1.49,0.672,-1.048,-5.789,6.169,2.384,0.069,0.273,1.256,2.142,-1.751,-0.277,-0.53,-2.031,-3.328,6.229,-0.313,-0.676,2.075,3.074,-0.655,0.54,3.134,0.819,-1.301,2.108,-1.933,0.449,-1.7,0.154,0.022,-1.927,0.313,2.089,-4.417,-4.763,5.604,-0.359,-1.252,0.892,0.991,4.385,-2.86,5.024,2.118,3.49,-1.444,-1.834,0.113,-1.771,2.904,1.018,0.623,1.701,-2.787,-1.097,0.454,2.495,-0.365,2.663,0.374,-0.521,-1.539,-2.191,1.672,-1.241,7.267,2.101,-1.346,2.024,-3.278,0.192,-1.96,-1.813,3.747,-4.126,2.16,3.091,0.125,3.731,-0.194,1.291,6.148,-0.534,-0.38,4.441,2.22,-0.726,1.607,1.504,-1.665,0.432,5.452,1.21,3.974,1.227,8.524,-1.207,6.658,-1.041,-0.062,0.915,-0.878,-1.387,-0.885,-2.209,0.918,4.204,-1.918,1.312,2.047,1.382,-0.608,0.159,-0.453,-0.769,2.672,-2.245,4.521,4.039,-1.551,-0.622,0.716,0.525,-2.856,-3.473,-1.972,-1.17,3.248,-3.359,5.172,2.195,-0.352,-1.877,3.975,3.918,1.486,-0.147,3.529,-0.908,-2.704,9.413,20.138,9.237,10.591,10.418,14.983,11.921],"base_top":[[248058,20.138],[40,18.264],[760,16.99],[8725,16.485],[3928,16.219],[2665,16.013],[13662,15.59],[22916,15.499],[12189,15.24],[45,15.197]]},"positions":{"tokens":[248058,198,27,1628,79724,2747,29,198,27,15704,18941,10245,1469,277,9090,29,198,1856,3766,198,510,15704,29,198,27,15704,79724,62,18,22,20,16,23,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=z","inc",">","\n","<","parameter","=c","ipher","_h","ar","bor",">","\n","not"," provided","\n","</","parameter",">","\n","<","parameter","=z","_","3","7","5","1","8",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.6385,1.46,0.1062,0.3473,-2.6941,1.5419,0.2152,-0.614,0.2373,-1.0943,-0.2009],[-3.9453,0.4901,7.9948,15.6095,-1.3058,-1.576,1.4503,-0.8653,0.1842,-0.633,-0.3453],[-4.0499,-0.7315,11.9802,18.193,-2.3254,0.063,0.2481,-0.3532,0.0615,-0.9506,-0.187],[-1.5074,-0.5487,10.684,17.1316,-2.632,0.0323,1.6611,-0.8275,0.0832,-0.5724,-0.0691],[-1.2616,-1.3664,10.613,17.3922,-2.8395,0.3079,-0.3972,-0.7425,0.0851,-0.9937,0.2725],[-2.8011,-1.8939,10.7488,15.6512,-0.7457,-1.4326,-0.6259,-0.8577,-0.0564,-1.1199,0.6296],[-3.6522,-0.9063,10.1736,20.0447,-2.2059,-0.8074,1.8963,-0.7547,-0.0845,-1.0857,0.1985],[-4.3148,0.7414,9.9772,19.221,-2.3211,-1.5713,2.7996,-0.3167,0.0178,-1.2755,0.0092],[-4.0067,0.7355,11.2757,16.1304,-1.9093,-1.5172,1.2405,-0.511,-0.0697,-1.3093,0.075],[-0.6128,-0.0786,9.5399,13.4879,-2.4777,-1.7627,4.3773,-0.2984,-0.0725,-1.0748,-0.0337],[-1.9174,-0.0109,10.5999,15.2236,-3.0091,-2.0252,-0.15,-0.3521,0.002,-1.5591,0.5608],[-1.4163,0.117,8.7662,13.1492,-3.2187,-0.783,0.0631,-0.7526,-0.1999,-1.1894,0.2324],[-2.1892,-1.6046,12.4368,20.7375,-3.6307,-0.7595,0.0223,-1.3672,-0.0121,-1.8623,-0.1247],[-1.8068,-1.9034,12.1882,19.253,-1.7565,-1.6028,-0.1552,-0.8269,-0.3679,-1.5907,-0.4026],[-0.978,-0.8942,11.0506,16.6075,0.519,-1.4139,0.7517,-1.024,-0.206,-1.4637,-0.3918],[-1.8911,-0.9502,11.1294,20.7307,-1.4051,-2.5829,0.8458,-0.9959,-0.1113,-1.7518,-0.0754],[-0.1893,0.5779,12.8599,17.934,-2.2902,-1.7988,1.9421,-0.5975,0.0588,-1.5308,-0.1162],[0.7945,0.8502,16.1677,13.1182,-0.5462,-1.9532,-0.9007,-0.683,0.0023,-1.4687,-0.0376],[-1.1645,-0.4075,10.3278,19.7163,-1.3164,-1.1908,0.4377,-0.8578,0.1097,-1.6778,-0.0512],[-0.5297,1.5355,8.351,20.252,-1.7312,-2.0892,1.4963,-0.7375,0.0193,-2.2526,-0.0702],[-2.2685,0.3485,12.3011,19.0995,-1.4363,-0.9015,0.5547,-0.7497,0.2746,-1.5745,-0.4184],[-2.3905,1.168,11.2688,17.9147,-1.431,-1.0053,0.9422,-0.5369,0.063,-0.8679,-0.5209],[-2.9729,0.7178,9.5685,21.5758,-0.8802,-2.3337,1.7401,-0.8773,0.2971,-1.3896,-0.0707],[-1.7066,-0.5547,9.7034,20.1852,-1.9339,-0.1684,2.1409,-0.3508,0.2604,-1.305,-0.0281],[-2.8389,0.7536,10.3072,16.877,-0.9456,-0.4579,0.8834,-0.6798,0.0644,-1.2696,-0.2377],[-0.9156,0.0005,11.411,19.1354,-2.8617,-0.7473,3.3432,-0.7545,-0.0268,-1.1337,-0.4078],[-1.4432,-0.9479,11.8518,20.9415,-2.9384,-0.5904,-0.159,-0.6968,0.1947,-1.4358,0.2609],[-2.8151,-2.2406,11.0118,22.113,-2.3951,-0.6312,0.1385,-1.3346,0.2812,-1.7283,0.096],[-2.7028,-2.4335,14.9794,21.9911,-2.1285,-2.4367,-0.4836,-0.5337,0.2345,-1.5972,-0.6103],[-2.6376,-1.2978,13.9688,21.5913,-0.8251,-1.5896,-0.298,-1.039,0.0897,-1.415,-0.6184],[-2.8086,-1.3571,13.4273,20.9131,-0.9829,-3.3309,-1.3152,-1.4672,-0.0075,-1.7343,-0.6532],[-2.7697,-2.0137,13.0927,20.2296,-1.0542,-2.0813,-0.3159,-1.7457,-0.1735,-1.6723,-0.4026],[-1.6927,-0.9173,10.3596,19.8398,-0.1489,-1.32,1.1842,-1.3212,-0.0928,-1.7872,-0.2037],[-2.7688,-0.9644,10.9967,19.8215,-0.568,-2.7406,0.3407,-0.7617,-0.1959,-1.387,0.1567],[-2.0477,-0.2261,12.2399,18.6209,-2.5951,-1.4437,1.897,-0.4391,-0.0697,-1.2852,-0.0683],[-0.246,-0.2862,15.7062,14.7206,-1.0578,-1.4991,-0.4678,-0.669,-0.0381,-1.3695,-0.0272],[-3.0574,0.028,10.2247,21.6528,-1.2989,-1.8403,1.6681,-0.697,0.0765,-1.5519,-0.1821],[-3.357,-0.4978,11.7965,18.5182,-1.9471,-0.6589,0.7737,-0.6739,0.2576,-1.416,-0.5542],[-2.8445,0.3821,11.2816,17.3924,-1.6576,-1.0289,1.2898,-0.6374,0.0864,-0.7655,-0.6956],[-3.773,0.157,8.2487,19.957,-0.7327,-1.9464,0.8384,-0.727,0.3723,-1.1551,-0.0804],[-2.56,-0.4852,10.4418,20.9831,-2.2912,-1.0582,2.2294,-0.4673,0.3532,-1.3313,-0.2692],[-4.3374,0.5331,10.9961,17.18,-1.235,-0.1756,0.2569,-0.5023,0.0236,-1.0178,-0.1177],[-3.7534,-0.177,10.327,17.6214,-1.6035,-0.9392,-0.8755,-0.683,0.2314,-0.9603,-0.2889],[-4.3733,-0.0039,6.5422,14.6724,-0.2839,-2.3261,1.6487,-1.2481,0.1647,-1.0309,-0.1341],[-4.162,-1.8362,9.5015,16.626,-1.7463,-0.7085,2.9461,-0.4092,0.2938,-1.2071,-0.0528],[-4.2266,-0.5374,8.2491,11.9002,-1.6569,-1.1283,-0.1503,-1.0154,-0.0642,-1.2917,0.1667],[-3.6764,0.8574,8.3901,13.0632,-2.585,-0.597,-1.4433,-1.2159,0.036,-1.5459,0.1095]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=cipher_harbor>\nnot provided\n</parameter>\n<parameter=z_37518>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"discovery-611401-0045-renamed-611403","set":"renamed_A","cohort":"valid_call","family":"graph_direction","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> vessel {\"cipher\": \"086\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_123, reference 080. These are not inputs to this request.\nCarry out this request: list vertices with edges entering a vertex.\nVertex identifier: \"086\".","tools":[{"function":{"description":"List vertices reached by edges leaving a vertex. Inert synthetic operation.","name":"orbit","parameters":{"additionalProperties":false,"properties":{"cipher":{"description":"Vertex identifier","type":"string"},"plum":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["cipher"],"type":"object"}},"type":"function"},{"function":{"description":"List vertices with edges entering a vertex. Inert synthetic operation.","name":"vessel","parameters":{"additionalProperties":false,"properties":{"cipher":{"description":"Vertex identifier","type":"string"},"plum":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["cipher"],"type":"object"}},"type":"function"}],"prompt_tokens":544,"decision":{"rms":0.4118186652111968,"sumsq":173.66385972872376,"hb":[0.06582,-0.06114,-2.00989,0.25039,-1.44907,0.08586,-0.50528],"lse":23.288342286782775,"logits":[13.264,11.97,10.82,11.539,10.844,10.13,8.82,9.15,10.944,10.536,11.101,16.23,10.875,10.367,14.273,9.898,9.616,10.519,12.236,9.693,18.938,10.97,10.576,14.033,12.963,11.157,10.01,8.808,12.625,15.335,9.897,14.213,13.999,7.408,11.119,9.222,8.701,10.868,9.557,9.467,12.087,13.689,7.891,11.534,2.837,6.283,1.464,9.964,4.297,13.821,3.64,7.376,8.24,8.059,6.171,5.235,7.476,12.755,10.811,6.361,6.408,13.71,3.004,7.993,8.199,12.938,3.607,9.455,2.825,17.517,8.357,7.319,8.889,-0.175,8.052,1.375,13.166,7.776,9.095,9.091,9.468,9.412,7.865,8.167,10.018,6.339,6.432,3.404,9.821,12.506,1.349,4.896,16.312,11.872,4.557,6.557,12.38,-3.235,3.426,2.73,7.274,6.578,1.381,7.811,-0.321,12.73,9.634,4.234,8.032,10.651,5.054,9.545,5.354,5.639,7.364,10.369,16.448,5.372,6.868,7.758,11.814,9.934,12.869,12.586,12.424,9.99,3.119,11.389,8.584,9.352,1.331,6.513,3.481,6.236,11.92,8.606,4.782,13.788,3.834,10.024,8.142,13.298,12.329,4.149,-0.331,8.261,11.297,1.755,15.221,1.156,-1.496,10.208,5.997,8.533,9.469,9.804,6.861,8.058,10.018,9.283,7.859,4.884,10.008,-1.127,6.951,3.273,9.657,6.218,-5.388,9.654,12.22,10.836,11.699,7.262,7.914,6.454,8.454,5.906,10.401,9.268,6.141,2.224,6.683,3.783,8.298,16.405,4.505,12.236,-0.542,9.643,9.813,5.456,11.449,10.421,5.505,4.064,8.502,10.548,8.179,2.711,6.392,12.368,6.751,4.125,12.416,7.818,10.666,8.035,4.45,12.372,1.166,11.418,12.565,2.862,6.673,4.614,-5.473,1.122,3.66,3.678,7.826,8.637,6.84,4.794,-0.662,6.091,8.04,7.002,0.03,4.98,11.399,-1.221,3.254,6.121,8.951,10.943,3.71,11.231,6.464,7.891,7.509,3.969,4.654,4.016,6.76,12.786,0.643,-4.041,7.608,8.669,0.271,12.618,8.864,7.881,7.723,-1.617,11.615,12.585,7.359,10.937,9.438,10.035,6.199,1.173,3.074,6.377,1.41,10.533,13.284,14.249,1.484,2.837,1.458,-0.194,3.026,9.28,7.162,6.099,6.56,0.736,10.626,9.284,-0.483,4.274,4.603,7.145,-0.379,8.005,12.359,11.504,6.515,7.35,9.986,8.485,8.543,10.174,9.924,11.15,14.287,13.395,9.679,6.082,5.926,9.103,7.919,5.737,5.644,10.486,1.509,9.26,7.191,10.168,12.097,2.969,-0.109,-2.187,8.118,6.819,-4.413,-0.108,1.979,9.8,8.278,7.715,8.979,9.761,-2.964,-0.4,6.777,8.687,14.232,7.809,5.58,9.861,12.016,5.722,8.913,1.313,3.399,5.729,-2.794,11.919,11.962,11.792,9.119,4.345,8.836,4.714,7.999,3.219,10.42,3.261,-1.002,7.717,10.056,12.614,7.973,10.944,10.637,9.275,0.283,4.81,-0.24,0.118,11.547,10.382,13.375,5.876,3.125,4.278,8.8,11.641,0.979,7.136,9.252,4.049,4.8,10.255,9.538,12.841,3.556,-3.73,14.772,4.548,7.761,5.933,1.882,2.623,7.985,11.143,3.874,10.25,5.275,10.367,0.174,9.951,8.03,4.563,2.075,3.796,3.922,-3.486,5.314,3.234,11.157,-0.758,9.092,10.117,-2.979,3.077,10.185,8.358,-0.073,4.346,8.463,8.494,-1.72,11.849,6.561,9.19,6.603,10.524,3.687,7.558,4.915,9.814,4.436,0.206,11.96,-1.5,12.662,8.646,4.458,5.399,2.595,5.458,6.884,4.935,12.002,11.035,8.524,7.942,7.183,4.566,2.653,4.151,10.468,-0.578,11.022,2.246,6.928,-0.064,10.029,-0.809,4.075,3.183,9.136,5.655,5.226,0.532,1.746,9.651,10.494,4.998,8.706,1.754,0.135,1.819,8.483,7.69,8.28,11.758,7.635,-0.055,1.691,0.62,1.468,7.296,10.368,2.896,7.433,6.201,9.017,-0.026,7.601,11.124,-0.259,8.607,15.479,9.213,7.028,6.585,8.522,9.595,7.269,4.916,10.42,0.577,6.783,0.906,8.36,1.219,4.199,4.654,1.053,4.446,0.725,5.684,9.606,12.639,2.821,8.762,0.28,2.45,7.613,4.524,8.169,12.221,5.259,6.907,8.744,2.109,3.613,-2.379,6.422,6.085,0.154,-1.646,1.082,6.999,3.835,5.441,3.877,6.327,4.503,6.065,10.872,3.022,6.114,6.953,5.324,0.798,-0.435,9.755,3.036,5.762,9.763,7.193,5.629,5.596,1.612,5.713,-2.645,2.099,6.539,9.855,3.462,10.332,3.598,9.384,9.776,4.074,-0.538,-0.098,7.271,9.766,5.273,1.859,8.605,2.573,-0.009,4.42,4.478,8.673,2.405,5.125,2.411,6.484,7.469,2.143,2.167,8.568,9.767,0.668,3.334,0.816,7.694,0.03,9.017,-0.618,10.821,8.361,-1.692,5.148,10.2,-0.724,2.546,3.642,5.057,12.216,3.859,5.897,7.796,7.852,11.417,9.582,0.034,-1.683,-3.639,-0.549,6.699,9.617,8.454,7.578,-1.86,7.909,2.791,8.306,5.175,7.146,10.287,5.232,3.521,2.112,5.928,11.157,4.77,7.726,-3.347,3.475,4.53,2.076,4.568,3.254,9.506,10.836,6.775,1.579,0.495,5.536,9.917,0.056,4.113,5.56,6.006,7.285,6.566,-3.233,3.677,3.288,-1.549,0.842,8.001,7.221,-3.426,2.916,-0.628,10.581,-2.722,3.323,8.796,5.826,6.87,9.118,2.066,5.252,6.674,2.226,7.214,10.093,-4.775,-2.169,0.664,6.919,1.967,6.209,7.169,6.354,-0.186,2.578,6.632,2.356,6.517,10.181,0.769,2.604,-0.697,9.343,5.268,7.762,4.854,6.173,9.555,6.129,2.812,6.277,0.663,2.657,5.782,2.234,5.419,3.273,1.668,0.215,13.124,-1.938,6.157,4.28,0.012,5.391,7.735,-2.614,7.149,11.077,1.307,0.395,5.115,5.469,5.99,2.125,3.611,1.279,4.608,3.273,1.195,8.191,-0.638,7.26,8.697,3.411,4.829,0.137,3.561,3.986,1.5,8.465,7.619,2.168,12.468,1.011,3.641,5.538,5.852,3.632,6.834,1.92,1.307,2.483,5.822,0.4,-1.264,7.761,-0.406,-0.322,5.869,1.824,-1.955,3.197,6.192,2.069,3.106,-3.249,1.41,9.092,5.418,3.453,-1.441,1.328,-0.229,3.629,-1.784,-3.227,6.482,7.195,2.215,-1.58,2.238,6.226,-0.259,6.927,10.631,-2.915,4.62,5.537,4.6,4.678,7.976,-0.622,4.002,3.014,10.772,-0.728,-0.231,4.049,2.665,2.497,-2.31,1.936,2.531,0.76,2.861,5.057,-0.134,5.871,5.291,2.607,-2.272,-0.067,-1.874,2.282,2.642,2.024,3.964,0.131,4.593,1.384,6.099,1.299,-2.031,1.203,0.444,3.372,1.828,4.794,3.351,4.572,-1.132,2.603,-0.814,3.275,2.094,-3.049,4.225,1.153,0.868,1.574,2.553,-1.082,0.999,11.129,8.265,2.931,3.446,3.048,4.192,3.758,-0.21,-0.971,1.93,4.917,-1.511,-0.983,0.184,-4.717,3.754,0.257,2.36,-1.216,1.834,-1.325,-0.626,2.994,-1.785,-0.651,0.325,-0.362,1.12,-0.999,-0.195,0.202,2.252,1.193,0.576,1.405,-0.012,-0.372,2.757,3.337,1.049,-1.587,-2.453,-1.347,-0.689,0.671,1.661,2.399,3.838,4.104,-2.386,-2.724,5.721,5.629,0.411,0.574,2.095,5.778,0.812,-1.351,0.539,-0.752,0.848,3.544,-1.158,2.245,1.232,5.699,4.152,3.32,5.514,3.181,0.41,3.87,-2.448,1.782,0.661,-0.611,3.537,1.244,1.762,2.229,-2.579,-1.212,1.728,0.682,0.403,0.984,0.819,3.902,0.93,6.462,1.434,2.771,2.13,1.267,0.151,-0.604,4.911,0.848,0.739,3.904,-1.849,-0.539,2.428,5.384,-0.051,3.891,-0.83,2.872,-0.412,-0.306,4.653,2.719,1.598,1.752,0.423,2.017,-1.776,-1.928,-1.185,-4.733,1.421,-1.25,0.031,-0.888,1.935,-0.888,0.272,6.47,3.381,-0.396,3.595,3.309,1.036,-0.389,-0.112,3.061,1.394,-1.401,5.045,1.788,3.077,2.508,5.071,0.221,3.771,-1.551,2.033,0.555,-1.316,-0.021,-3.903,-2.455,3.419,2.618,0.75,3.271,1.929,2.679,-0.059,5.195,1.329,-0.9,5.263,0.531,5.098,4.274,-1.053,-2.143,-1.265,-0.236,-1.299,-1.124,-0.025,-1.007,2.651,-1.489,2.664,-0.1,-0.818,-1.233,2.012,4.337,-1.175,3.411,4.647,1.757,-4.682,11.013,23.26,11.25,12.957,11.62,16.351,14.159],"base_top":[[248058,23.26],[40,18.938],[760,17.517],[1919,16.448],[3928,16.405],[248068,16.351],[1206,16.312],[27,16.23],[27775,15.479],[53,15.335]]},"positions":{"tokens":[248058,198,27,1628,37956,34373,29,198,27,15704,18941,10245,29,198,15,23,21,198,510,15704,29,198,27,15704,28,490,367,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=v","essel",">","\n","<","parameter","=c","ipher",">","\n","0","8","6","\n","</","parameter",">","\n","<","parameter","=","pl","um",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.05,-1.2542,-0.0987,-0.5595,-1.9928,0.7331,-1.4653,0.0121,0.0787,-0.6866,0.0179],[-4.291,0.5325,7.9414,15.0436,-0.7016,-1.5858,1.3382,-0.7867,0.0747,-0.4777,-0.3962],[-4.6644,-1.3138,11.7661,18.6838,-2.0709,-0.6437,-0.5449,-0.1645,0.0428,-0.8166,-0.085],[-1.9576,-1.4653,10.432,17.6552,-2.6156,0.2494,1.0981,-0.721,-0.169,-0.6836,-0.0235],[-2.0119,-2.2045,10.9796,18.6157,-3.7904,-0.3858,-2.5764,-0.5024,0.0869,-0.8199,0.4629],[-1.8247,-1.0678,11.8889,19.2367,-1.2339,-2.5191,-1.6563,-0.3022,0.1961,-1.0014,0.1399],[-3.7786,-1.297,10.8945,20.8156,-2.3756,-1.9757,1.0993,-0.7398,0.0409,-1.4373,0.2708],[-4.7722,-0.367,11.8207,22.0016,-2.953,-1.8609,2.4519,-0.1781,0.0367,-1.2614,-0.1048],[-5.0814,-0.5334,11.9346,17.1103,-2.4758,-1.5537,0.8686,-0.3179,-0.1946,-1.2013,-0.0416],[-1.0264,-0.631,9.3947,14.0249,-2.9149,-1.5286,4.2768,0.0274,-0.1648,-0.946,0.1091],[-1.973,-0.9015,11.9342,17.4773,-3.9242,-2.4137,-0.4765,-0.0452,-0.0605,-1.4511,0.6582],[-1.1217,0.1963,8.5795,13.008,-3.7372,-0.8146,-0.1276,-0.7012,-0.2227,-1.2099,0.1446],[-4.2628,-1.6843,11.6812,22.6014,-2.4446,-1.3314,0.6482,-0.8393,0.0115,-1.6024,-0.0779],[-3.5615,-1.0768,14.4419,21.9324,-4.2921,-0.5642,2.0332,-0.5113,0.2652,-1.3012,-0.245],[-2.4503,-1.0701,17.8318,19.0239,-3.1247,-0.3544,-0.9425,-0.4205,0.063,-1.2242,-0.345],[-3.3715,-1.1958,13.8199,21.1621,-0.166,-1.3758,-0.1747,-0.7872,-0.0148,-1.2471,-0.4222],[-2.9547,-0.7272,14.633,22.1166,-1.4532,-2.5145,-0.4479,-0.951,0.1873,-1.1506,-0.3639],[-3.8292,-0.901,11.7944,22.1872,-1.4847,-1.8394,0.6047,-0.5799,0.1036,-1.3742,-0.2931],[-4.6352,-1.6888,12.9511,20.41,-1.8344,-1.2428,0.4767,-0.3238,0.2422,-1.1862,-0.5487],[-2.9632,0.4019,11.5103,16.9267,-2.0357,-0.8519,0.6731,-0.2623,0.035,-0.6447,-0.5277],[-3.7261,-0.2079,9.7834,20.8542,-0.9347,-2.4671,0.3922,-0.7707,0.1532,-1.3209,-0.0845],[-1.9741,-2.0276,9.9524,20.2342,-1.6854,0.095,0.1845,-0.3321,0.0374,-1.2268,-0.124],[-4.1495,-0.2939,11.0714,17.4585,-1.2904,-0.8907,0.0431,-0.4391,-0.2033,-1.3014,-0.3701],[-2.3721,-0.5254,11.4558,18.1478,-2.4562,-1.0539,3.0487,-0.6266,-0.2336,-1.0383,-0.1478],[-2.7264,-0.4367,12.2028,20.1337,-3.1797,-1.7898,-0.9413,-0.6632,-0.0693,-1.39,0.4003],[-1.4498,-0.9327,14.7266,18.7791,-2.4011,-1.8699,-0.8963,-0.8481,-0.0909,-1.6325,-0.1183],[-2.0706,-1.1576,11.5516,18.5642,-1.4469,-1.4271,-0.2746,-0.6588,-0.4585,-1.2371,0.0251],[-3.6092,-1.6104,11.8358,22.2594,-1.1231,-2.4887,-0.308,-0.8738,-0.3388,-1.6363,0.0795],[-3.3472,-1.1162,13.1014,20.6838,-2.6853,-1.8155,0.9762,-0.3439,-0.1719,-1.413,-0.0787],[-1.7074,-1.3327,16.5577,17.945,-1.5456,-1.9973,-1.6478,-0.6787,-0.2063,-1.457,-0.0676],[-4.5219,-1.3663,11.1394,22.9014,-1.8783,-1.7415,0.3208,-0.5709,0.0383,-1.392,-0.172],[-4.55,-1.7637,12.4215,18.6309,-2.0962,-1.0513,0.7625,-0.4513,0.2588,-1.2642,-0.7189],[-2.9437,-0.7064,11.5445,16.0963,-1.7193,-0.7508,1.3222,-0.5943,0.0616,-0.8166,-0.7381],[-3.8776,-0.548,8.1922,19.2331,-0.6482,-2.4697,0.1355,-0.6944,0.2944,-1.0741,-0.2058],[-4.0884,-1.8169,10.8926,21.2649,-1.9957,-1.5666,0.18,-0.1716,0.1797,-0.9255,-0.3141],[-5.6866,-0.3722,11.5731,18.815,-1.4011,-1.041,-0.5847,-0.2544,-0.0225,-0.8295,-0.3016],[-3.9431,-0.7487,9.3034,15.1249,-1.6604,-0.6771,-0.4086,-0.5151,0.0884,-0.8998,-0.3289],[-4.5902,-0.3857,6.3516,13.2748,-0.5734,-1.4263,2.1968,-1.1549,0.3226,-0.7999,-0.2143],[-3.6897,-2.9481,9.9138,17.2349,-1.6476,-0.6437,1.8137,-0.0247,0.2796,-0.8522,-0.0616],[-4.0685,-0.8799,9.0137,12.9178,-1.9048,-1.2537,-0.0639,-0.6864,-0.0096,-1.165,0.1348],[-3.9909,-0.9107,8.8521,12.7631,-1.8924,-0.5123,-1.2859,-1.0163,-0.0736,-1.353,0.1014]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=cipher>\n086\n</parameter>\n<parameter=plum>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=cipher>\n086\n</parameter>\n<parameter=plum>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=cipher>\n086\n</parameter>\n<parameter=plum>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=cipher>\n086\n</parameter>\n<parameter=plum>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0000-renamed-611403","set":"renamed_A","cohort":"valid_call","family":"record_retrieval","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> meadow {\"plum_lumen\": \"025\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please find records whose text matches a query.\nSearch query or exact record identifier, as requested: \"025\".\nUnrelated archived note: birch_574, reference 075. These are not inputs to this request.","tools":[{"function":{"description":"Find records whose text matches a query. Inert synthetic operation.","name":"meadow","parameters":{"additionalProperties":false,"properties":{"lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"plum_lumen":{"description":"Search query or exact record identifier, as requested","type":"string"}},"required":["plum_lumen"],"type":"object"}},"type":"function"},{"function":{"description":"Retrieve one record by its exact identifier. Inert synthetic operation.","name":"harbor","parameters":{"additionalProperties":false,"properties":{"lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"plum_lumen":{"description":"Search query or exact record identifier, as requested","type":"string"}},"required":["plum_lumen"],"type":"object"}},"type":"function"}],"prompt_tokens":572,"decision":{"rms":0.40198056565730117,"sumsq":165.46547217015177,"hb":[0.02522,-0.04679,-1.88053,0.16123,-1.4082,0.27813,-0.65306],"lse":22.798942741642616,"logits":[14.667,12.292,14.362,12.355,11.982,11.169,8.512,8.933,11.262,12.272,10.881,15.664,11.557,10.788,13.288,10.44,8.84,10.75,12.545,10.773,19.497,10.477,11.363,13.665,13.241,11.164,11.698,11.344,11.61,8.894,10.299,14.152,14.019,8.584,11.376,9.463,9.615,10.665,9.757,11.157,11.778,8.41,7.878,12.174,3.96,6.326,-0.571,9.559,6.723,13.944,5.046,8.458,9.034,8.065,6.709,4.811,9.635,12.634,11.25,7.218,6.538,13.429,3.694,7.816,8.842,12.382,5.766,10.98,0.93,17.897,11.058,7.173,9.584,-0.156,7.824,3.092,11.008,6.011,8.492,7.586,9.073,7.874,8.335,7.296,9.073,6.231,7.217,5.004,10.561,12.766,0.926,4.339,14.518,12.763,6.543,5.509,12.335,-3.125,3.26,3.936,6.715,9.556,1.31,8.224,0.569,13.176,9.192,2.353,6.259,10.218,6.119,10.204,5.257,6.067,6.148,10.737,15.598,4.021,7.461,8.171,11.913,10.922,12.702,13.25,12.694,11.767,2.877,10.132,8.916,7.398,2.085,5.16,2.892,5.151,12.739,8.78,5.146,13.598,3.184,9.588,8.96,14.007,13.0,3.315,0.155,9.282,12.147,0.32,16.418,2.035,-1.012,8.688,6.733,8.666,5.072,8.702,5.39,8.339,7.809,10.491,8.398,5.3,9.855,-1.263,6.781,4.198,8.938,6.347,-5.546,9.208,11.739,11.23,13.172,6.838,9.174,6.545,8.019,7.451,11.23,8.774,6.295,4.865,6.492,2.786,7.747,16.403,4.666,10.475,-2.012,9.918,9.649,4.293,11.742,11.037,5.743,2.527,8.678,11.541,9.711,2.498,6.56,13.214,6.427,2.857,12.905,7.174,9.982,8.227,4.008,11.225,1.841,11.731,14.494,1.782,8.462,6.715,-4.574,2.482,4.292,2.001,8.606,14.623,8.331,3.018,-1.092,5.611,8.168,4.387,0.997,4.289,9.777,-1.983,2.952,11.435,8.483,14.666,3.721,9.903,6.406,9.437,6.886,5.45,3.504,2.183,4.043,12.134,0.131,-4.12,7.849,8.724,0.379,11.452,10.002,8.848,5.003,-1.781,10.943,11.652,8.812,11.578,9.308,10.011,4.754,2.123,4.303,6.263,1.991,10.284,4.047,14.385,1.564,3.457,0.973,-0.136,0.884,7.4,6.848,5.162,8.435,0.356,11.541,8.372,0.958,5.269,5.085,6.9,-0.943,8.376,12.551,12.971,7.475,6.842,11.016,7.079,7.993,13.702,9.406,12.007,13.568,8.788,9.011,7.483,6.536,9.206,5.997,5.092,5.944,11.361,1.613,10.29,7.093,4.4,13.162,3.988,-0.824,-1.884,8.585,6.902,-3.087,1.348,4.302,9.68,7.446,8.428,10.124,10.394,-4.108,-3.062,8.827,9.088,14.397,7.862,1.581,10.237,13.38,7.407,10.255,1.612,2.506,5.607,-2.162,12.207,11.494,11.713,9.547,4.936,8.101,4.456,8.555,3.218,11.708,5.169,-0.321,3.987,10.068,12.321,5.674,11.194,11.667,8.7,2.418,5.149,0.609,0.573,12.431,10.174,12.088,5.823,3.178,4.86,8.452,12.4,1.268,6.016,9.764,4.135,5.422,9.733,7.878,11.375,4.303,-3.908,14.096,3.226,7.689,4.456,2.05,2.411,8.612,11.998,3.183,11.054,6.606,11.019,-0.198,10.39,6.57,2.1,1.89,2.717,3.408,-2.328,6.225,2.276,10.995,0.145,9.067,12.467,-3.914,2.881,9.772,7.679,0.053,4.769,8.882,8.553,-1.382,12.74,6.945,9.713,6.864,11.13,3.79,8.275,6.665,10.378,4.905,-0.211,12.441,-0.232,14.138,9.586,4.524,5.582,1.727,5.131,8.062,5.659,12.915,12.474,8.532,8.699,7.602,5.771,1.482,7.363,10.019,-0.627,10.593,1.721,7.499,-1.2,8.925,-2.055,5.287,2.744,9.002,6.68,5.626,-0.875,2.195,9.626,10.179,5.821,10.108,2.655,0.178,2.003,9.142,8.678,6.621,12.152,6.549,-0.577,2.768,1.907,0.888,8.81,5.571,2.642,9.546,5.223,9.55,-0.3,8.142,10.306,0.305,7.237,16.448,9.821,6.075,6.062,6.843,10.24,6.137,6.756,11.725,0.151,8.218,1.479,6.207,0.312,4.904,4.248,0.391,5.208,-1.098,4.12,9.228,12.827,2.97,9.62,0.734,3.242,7.298,6.096,7.951,12.706,5.135,7.066,7.898,2.0,2.086,-1.304,5.55,6.959,0.914,-1.448,2.168,6.991,5.893,6.468,3.035,4.71,4.471,5.117,7.846,4.521,4.047,6.782,4.35,1.633,1.455,10.667,2.187,5.541,10.077,8.11,4.964,6.493,2.091,5.012,-1.687,2.493,6.463,9.165,4.667,10.577,2.773,8.616,8.411,3.792,-0.387,2.057,8.131,9.753,5.903,0.533,8.251,2.875,-0.601,4.447,5.251,9.079,1.259,10.047,-2.394,6.292,6.556,1.121,1.922,7.056,10.321,-0.501,4.011,0.473,6.551,0.183,9.813,0.289,10.849,9.933,-2.882,6.226,9.579,-1.767,3.046,3.403,5.737,12.835,1.674,7.111,9.26,3.935,10.995,9.952,-0.596,-0.704,-2.692,1.121,7.917,11.07,9.692,7.05,-1.781,7.1,1.769,8.518,4.48,6.931,12.9,7.753,4.183,2.266,5.598,11.347,4.534,8.042,-3.198,3.563,6.391,2.323,2.948,4.456,8.99,11.63,6.945,1.123,1.048,5.177,9.667,0.491,5.286,7.541,6.008,7.809,6.439,-2.019,3.744,2.092,-0.917,1.915,7.441,7.818,-1.742,0.633,0.133,11.882,-2.469,6.253,7.498,7.302,7.95,7.804,1.397,5.25,7.716,-1.05,6.235,10.317,-4.662,0.115,0.892,5.465,-0.5,5.821,8.001,7.35,-0.136,3.696,2.623,1.946,8.573,14.608,2.51,2.582,-0.299,9.727,4.664,8.122,4.696,6.129,9.195,6.418,2.948,6.294,1.582,2.812,7.34,0.613,6.191,2.176,2.131,-0.846,13.189,-1.03,5.484,3.553,0.64,5.985,7.401,-1.694,7.359,10.017,0.914,0.988,5.844,5.611,4.132,3.201,5.416,0.576,3.59,1.041,3.294,7.42,-0.389,7.967,7.516,5.029,4.228,0.109,2.978,3.698,0.346,8.723,8.189,2.492,12.638,0.36,3.745,5.077,6.156,3.945,7.786,3.377,1.77,2.858,5.972,1.091,-1.507,8.194,-1.685,0.865,7.281,1.643,-4.037,1.241,6.836,1.539,2.558,-2.223,2.385,8.828,7.298,3.134,-0.012,1.564,0.495,2.658,-0.733,-3.537,8.283,6.298,0.448,-0.821,3.173,5.682,2.254,5.99,10.827,-3.279,4.547,5.081,4.77,5.493,7.228,-0.614,3.728,0.586,8.703,-0.831,-0.1,5.592,1.476,-0.735,-2.637,-0.694,3.386,0.456,2.346,5.132,0.357,6.575,4.809,1.274,-2.239,-1.368,-2.301,1.6,1.976,0.657,5.537,0.233,5.578,-0.025,5.577,1.142,-0.783,-0.053,-0.081,3.54,1.814,4.701,2.533,4.095,-1.226,3.482,-0.429,3.846,1.849,-4.243,2.637,1.496,0.912,0.387,1.666,0.526,0.825,11.667,9.532,0.969,2.912,3.193,2.608,4.958,-0.466,-0.099,1.77,3.081,-1.523,-0.097,-0.876,-4.395,5.883,-1.233,2.035,-0.433,2.054,-1.793,-0.345,2.615,-0.899,-1.212,1.426,0.88,1.443,0.336,0.417,0.995,2.463,1.789,-0.523,1.617,-0.68,0.91,2.06,3.154,-0.945,-0.417,-2.722,0.152,-0.448,0.57,1.079,3.679,4.589,2.63,-2.407,-2.715,4.104,3.426,0.028,0.127,3.29,3.409,0.327,-2.189,1.002,-0.859,-0.372,4.214,-0.691,1.866,3.221,5.771,1.146,4.334,2.897,3.546,0.13,3.799,-1.617,0.47,0.096,1.944,4.554,0.585,0.721,2.942,-3.994,-1.608,3.676,0.26,0.833,2.154,0.172,3.937,-1.554,6.023,-1.233,2.905,1.248,1.518,1.428,-1.899,2.783,0.933,0.132,3.634,-2.72,-1.215,2.289,4.529,1.587,3.788,0.022,2.699,0.406,-1.217,3.932,4.089,3.127,0.532,-0.163,2.38,-2.763,-0.48,-0.86,-3.251,0.72,-1.78,0.57,-2.106,0.455,-1.699,0.752,6.438,4.06,-0.355,2.25,2.244,-0.452,-0.593,0.616,4.018,1.337,-0.885,6.338,0.927,2.016,2.25,5.58,0.867,3.124,-2.34,1.578,-1.938,-0.585,-0.231,-2.944,-0.746,2.849,2.555,1.399,2.717,2.274,1.92,-0.287,2.71,1.575,0.702,4.845,0.045,4.084,2.509,-0.545,-1.635,-2.016,1.585,-1.864,-1.197,0.43,-0.677,1.213,-3.799,1.751,1.72,-0.662,-0.626,3.12,3.156,-0.751,3.522,4.457,2.092,-4.034,10.528,22.734,10.174,13.688,11.767,16.19,14.361],"base_top":[[248058,22.734],[40,19.497],[760,17.897],[27775,16.448],[2665,16.418],[3928,16.403],[248068,16.19],[27,15.664],[1919,15.598],[1,14.667]]},"positions":{"tokens":[248058,198,27,1628,28,12610,9090,29,198,27,15704,28,490,367,879,26994,29,198,15,17,20,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","har","bor",">","\n","<","parameter","=","pl","um","_l","umen",">","\n","0","2","5","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.8649,-0.4242,0.0125,-0.681,-1.5743,0.4486,-1.1642,-0.0662,0.0546,-0.8101,-0.0322],[-3.833,0.7176,7.8779,14.7017,-0.7406,-1.6789,1.418,-0.9283,0.086,-0.6998,-0.4446],[-3.6502,-0.5519,11.3735,18.3437,-1.769,-0.3143,-0.7529,-0.3852,0.1354,-1.0304,-0.4176],[-2.1355,-1.5184,11.6345,18.3407,-2.2402,-0.1674,0.4115,-0.7365,0.0841,-0.6408,-0.2589],[-1.1203,-1.2992,11.8631,17.6104,-2.8539,-0.2269,-1.6256,-0.7795,0.2541,-1.065,0.0998],[-0.212,-1.4237,14.6283,15.7091,-1.1986,-0.6031,-1.1267,-1.1569,0.3204,-1.2506,-0.3681],[-1.8654,-1.1547,10.896,18.9547,0.886,-1.3822,0.8416,-1.0553,-0.1984,-1.34,-0.217],[-4.464,-0.8987,10.4433,21.5998,-1.2766,-1.5384,0.6843,-0.9851,-0.0312,-1.3863,-0.1356],[-5.3542,0.0477,10.771,22.1919,-1.6401,-2.2715,1.2075,-0.3468,-0.0518,-1.2089,-0.3658],[-5.1172,-0.0314,10.8389,17.7242,-1.4316,-0.9713,-0.1641,-0.3691,-0.1516,-1.4293,-0.2417],[-1.2914,-0.5269,10.3995,17.7896,-2.9029,-0.6446,2.8082,-0.4633,-0.1621,-1.1374,-0.4401],[-1.8665,-0.8671,11.9198,20.1772,-3.4771,-1.0008,-1.9258,-0.6452,-0.0739,-1.4464,0.2642],[-1.1057,-0.7166,13.6299,16.713,-2.2164,-0.7383,-0.88,-1.1848,0.143,-1.6022,-0.1585],[-1.8433,-2.2424,11.9272,19.8856,-1.4864,-1.4659,-0.65,-0.5958,-0.3481,-1.1758,0.0363],[-2.3376,-2.5937,12.1234,21.7187,-2.443,-0.8384,-1.196,-1.4261,0.0249,-1.8731,0.0669],[-1.8828,-1.2265,11.1898,17.9396,-2.3716,-2.7251,-0.332,-0.9053,-0.1566,-1.4429,-0.0604],[-3.5783,-1.607,12.2812,22.1665,-1.4417,-1.9829,-0.5545,-0.7788,-0.0558,-1.6835,0.0154],[-2.7473,-1.2564,14.1715,19.673,-2.6588,-1.569,0.8207,-0.1147,0.2384,-1.1382,-0.5551],[-1.1241,-1.4305,18.0414,16.0412,-1.6729,-1.316,-2.1255,-0.029,0.1171,-1.0258,-0.4576],[-2.7699,-1.1965,14.855,21.4321,-0.5507,-1.8062,-0.4025,-0.6368,0.3124,-1.2314,-0.5595],[-3.1692,-1.7063,14.2561,21.0208,-1.1166,-2.7982,-1.9596,-0.9069,0.1633,-1.6164,-0.4918],[-2.8298,-1.1867,12.1159,20.3893,-0.887,-2.2507,-0.5529,-0.5294,0.1071,-1.5605,-0.2018],[-3.6776,-1.5071,12.5032,18.6522,-1.6299,-0.9917,-0.6619,-0.4069,0.2998,-1.494,-0.7175],[-2.8635,0.2845,11.2253,17.2629,-1.776,-0.9187,0.5905,-0.2836,0.0683,-0.706,-0.5826],[-3.8706,0.1298,8.6817,20.2265,-1.9243,-1.7017,0.102,-0.8532,0.1737,-1.1953,-0.114],[-2.6635,-1.7189,10.7561,20.5249,-0.9343,-0.0265,1.005,-0.1201,0.2313,-1.1432,-0.229],[-3.8408,0.2576,9.965,16.488,-1.6491,-0.218,-1.0144,-0.5707,0.0229,-1.4102,-0.3272],[-3.92,0.1319,10.0551,16.829,-2.2918,-0.507,-0.7454,-0.8607,0.0643,-1.2678,-0.3916],[-4.5094,0.0167,7.2215,14.6852,-0.6343,-2.039,1.7257,-1.3003,0.1826,-1.0552,-0.2345],[-3.5538,-2.3607,10.387,17.4017,-0.8142,-1.0323,2.8391,0.2454,0.296,-0.9841,-0.3509],[-3.4459,-0.1799,8.6249,12.4728,-1.4487,-1.2324,-0.2339,-0.96,0.0128,-1.3019,0.1398],[-2.8717,-0.0812,8.0234,11.8048,-1.5719,-0.6712,-1.1604,-1.1106,0.0074,-1.4056,-0.0194]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=harbor>\n<parameter=plum_lumen>\n025\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=plum_lumen>\n025\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=harbor>\n<parameter=plum_lumen>\n025\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=harbor>\n<parameter=plum_lumen>\n025\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0083-renamed-611403","set":"renamed_A","cohort":"need_clarification","family":"transfer_direction","action":"clarify","ambiguous":false,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: move an item from a source container into a destination container.\nContainer the item goes to: \"spruce_784\". Container the item comes from: \"058\". Item identifier: not provided.\nUnrelated archived note: spruce_612, reference 019. These are not inputs to this request.","tools":[{"function":{"description":"Copy an item into a destination while retaining it at the source. Inert synthetic operation.","name":"velvet","parameters":{"additionalProperties":false,"properties":{"fable_orbit":{"description":"Container the item comes from","type":"string"},"parcel":{"description":"Item identifier","type":"string"},"quartz":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"vessel":{"description":"Container the item goes to","type":"string"}},"required":["parcel","fable_orbit","vessel"],"type":"object"}},"type":"function"},{"function":{"description":"Move an item from a source container into a destination container. Inert synthetic operation.","name":"fable","parameters":{"additionalProperties":false,"properties":{"fable_orbit":{"description":"Container the item comes from","type":"string"},"parcel":{"description":"Item identifier","type":"string"},"quartz":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"vessel":{"description":"Container the item goes to","type":"string"}},"required":["parcel","fable_orbit","vessel"],"type":"object"}},"type":"function"}],"prompt_tokens":684,"decision":{"rms":0.3634454701755577,"sumsq":135.2618084261194,"hb":[-0.03592,-0.05675,-1.34236,0.0821,-0.86047,0.17787,-0.36873],"lse":22.229283109104692,"logits":[13.008,14.113,12.753,11.754,11.354,10.387,7.921,8.963,9.498,10.495,8.516,15.621,11.605,9.161,14.504,9.828,8.541,10.101,8.88,9.585,20.532,7.674,11.835,15.127,13.686,11.619,9.734,9.079,11.812,8.936,8.793,13.475,14.039,7.775,11.427,10.092,8.162,11.14,6.88,9.921,13.235,7.782,7.311,12.957,4.149,7.492,0.334,11.001,6.722,14.788,2.673,8.47,6.848,7.556,7.013,4.93,8.817,13.298,11.23,5.99,6.392,14.023,1.882,5.752,7.517,11.186,4.408,9.711,2.229,17.373,10.027,9.685,9.672,2.345,7.621,4.571,9.191,6.67,9.917,8.448,8.711,9.481,7.406,8.516,9.932,7.511,7.612,3.484,9.755,11.188,-0.104,5.263,16.069,10.095,6.035,7.434,12.149,-3.027,1.784,2.045,7.478,8.721,0.335,9.718,1.295,12.897,9.887,3.765,6.228,10.451,5.483,9.319,6.26,5.094,7.176,10.354,15.925,4.872,6.364,11.912,12.467,10.216,12.858,14.682,12.923,12.3,4.851,10.25,8.109,8.141,0.963,7.111,2.893,5.424,9.184,10.047,5.672,13.547,3.648,8.08,6.978,14.156,14.569,4.756,2.417,6.434,11.97,-2.377,17.16,0.418,-3.146,9.612,7.167,7.546,5.059,10.29,6.075,7.415,6.72,8.484,8.361,3.167,10.308,-1.71,7.519,3.982,10.64,8.636,-6.342,12.175,12.353,11.033,13.273,5.615,8.296,8.058,11.957,6.294,11.838,8.416,6.955,2.258,6.677,3.378,7.994,17.577,5.6,11.001,1.486,9.832,9.549,2.272,11.483,11.363,7.364,4.12,8.27,12.873,8.887,2.285,6.711,13.338,5.257,0.948,11.824,8.477,12.604,9.721,3.591,10.813,2.846,13.308,15.902,3.987,6.804,5.313,-3.712,5.428,2.725,1.824,10.654,8.12,7.663,4.425,-2.267,6.667,9.011,2.684,-0.214,2.183,11.665,0.572,2.397,5.694,9.67,11.021,6.019,9.347,4.84,8.885,9.821,3.509,4.566,5.235,6.087,11.843,-0.478,-0.746,11.022,8.971,0.551,12.264,7.966,9.824,5.409,1.452,10.305,13.822,5.531,12.77,11.685,11.222,4.101,0.854,3.76,9.932,2.335,8.896,5.644,13.793,-0.303,3.527,-0.802,1.135,1.303,11.502,8.037,4.469,5.774,1.837,15.11,7.69,0.12,5.622,3.88,8.422,-2.225,9.469,10.545,11.347,8.731,4.742,11.968,10.691,11.875,10.151,10.755,11.018,13.22,7.704,10.8,6.877,4.488,8.502,6.401,5.99,9.58,11.624,1.585,9.152,7.026,7.134,13.959,3.154,2.235,0.759,7.482,5.902,-2.998,1.895,2.001,8.398,7.954,8.458,7.256,11.904,-3.561,-2.436,7.957,10.689,17.193,6.358,2.92,11.457,15.043,4.924,10.264,2.037,3.26,5.469,-3.193,11.123,12.302,11.764,7.785,5.759,7.911,8.364,7.963,5.941,13.782,2.691,-1.018,5.262,9.849,13.35,5.544,11.38,8.079,9.028,0.222,3.381,0.84,0.825,12.517,13.45,10.793,4.593,3.301,4.539,7.596,11.207,-0.084,5.696,11.274,2.97,3.395,10.837,9.724,14.27,3.121,-2.337,13.195,1.93,6.873,3.579,0.599,4.502,11.686,14.138,3.297,13.503,3.323,13.043,-0.72,10.469,9.215,2.992,1.347,3.305,5.348,-2.692,4.85,1.433,9.942,0.478,9.546,13.501,-1.443,1.581,10.946,8.81,4.613,3.553,8.826,9.826,-0.091,10.598,7.039,8.588,6.889,9.68,1.557,7.556,5.625,7.257,2.732,0.404,13.75,-0.602,13.714,7.855,5.257,6.909,1.746,6.983,6.71,5.194,15.183,12.924,8.714,9.38,6.206,6.346,0.572,5.82,9.714,1.714,11.223,1.54,6.051,2.712,8.945,-0.228,4.566,1.132,9.533,4.498,6.531,-0.151,0.206,11.486,11.168,6.292,9.47,3.878,-0.636,1.779,7.915,9.432,9.602,13.273,7.584,-2.104,2.18,-0.02,0.803,6.789,6.3,2.738,10.986,3.937,8.61,-1.155,6.899,10.226,-1.166,8.932,16.843,7.892,6.609,11.912,5.694,11.454,7.079,4.897,13.428,-0.813,6.595,1.977,7.785,1.001,4.346,5.47,0.803,4.008,-0.414,4.206,8.123,12.731,2.88,8.879,-1.063,5.278,8.484,1.928,10.214,13.725,7.809,4.953,7.647,0.802,0.257,-0.994,6.136,7.559,1.064,-1.705,0.508,7.066,4.052,4.928,3.017,4.689,6.366,4.877,8.795,2.791,3.86,8.394,5.326,4.065,-0.211,11.885,0.878,6.768,10.961,6.999,4.272,6.186,0.856,5.366,-2.932,-0.772,8.434,12.328,3.979,10.311,5.855,6.951,8.36,5.009,-2.943,2.963,7.967,10.837,8.252,3.151,8.411,4.168,0.486,2.9,7.804,8.735,0.532,7.471,-0.952,4.619,6.793,3.651,0.977,6.473,12.582,-1.049,4.32,2.344,6.423,-0.76,8.714,-0.9,10.543,10.805,-2.236,4.924,12.721,-1.867,3.118,1.839,8.31,12.603,5.038,7.075,7.018,4.523,11.857,8.297,-0.454,-2.641,-4.778,-1.217,6.933,12.167,8.513,8.451,-2.898,7.7,4.819,8.37,5.699,6.291,9.847,6.62,5.201,2.313,4.6,11.562,3.783,9.84,-2.933,4.135,4.977,0.298,3.792,2.636,8.704,12.531,6.663,1.258,1.046,6.523,7.547,-1.384,5.474,8.158,6.143,7.731,6.507,-4.106,3.864,2.99,-2.154,3.281,7.352,8.11,-1.567,2.578,-1.269,12.66,-3.11,4.59,7.812,6.195,5.303,8.868,1.168,5.123,6.076,0.415,4.94,10.638,-3.483,-0.895,4.654,4.543,0.54,5.311,7.181,5.557,0.978,3.813,4.952,2.845,6.649,9.81,-0.474,1.581,-0.032,8.662,4.909,7.289,4.341,5.486,10.759,6.436,3.327,4.492,-1.929,1.895,6.004,0.062,5.619,3.009,1.72,-0.581,12.233,-2.938,4.814,6.111,1.187,4.501,7.574,-2.394,7.38,10.371,3.932,-0.396,7.316,7.138,3.967,3.635,4.563,1.371,4.738,2.018,2.292,5.778,0.2,5.906,7.128,2.796,4.914,2.237,1.702,5.341,-1.485,7.733,8.238,2.067,11.128,3.476,4.022,7.414,4.753,4.499,5.733,1.309,2.155,2.055,6.713,-0.455,-0.233,10.152,4.235,-0.06,5.602,-0.156,-3.532,1.653,9.6,2.355,5.079,-2.505,1.839,9.927,4.844,2.385,0.249,-0.052,-0.537,1.408,-1.62,-3.218,6.217,8.032,1.443,-1.291,0.978,4.715,1.092,4.965,11.32,-3.117,5.647,4.505,3.547,7.56,7.818,-1.925,3.974,2.157,9.948,0.178,-0.515,1.204,1.583,-1.109,-3.429,-2.39,0.163,0.236,1.56,3.812,-2.809,7.753,3.061,0.768,-2.83,-2.294,-1.219,0.56,2.199,0.532,4.462,-0.395,4.369,1.924,5.781,0.751,-0.576,-0.893,-1.244,2.904,0.836,3.56,3.781,2.451,-0.692,2.674,1.047,2.331,0.863,-3.927,1.823,1.454,0.089,0.262,0.431,-1.88,0.502,10.588,9.405,1.539,3.642,1.848,4.212,5.003,-0.805,-1.369,2.289,1.169,-0.718,-0.066,-0.569,-6.006,3.379,-0.667,2.059,0.821,-0.146,-1.339,-2.351,2.185,-1.313,-0.748,0.261,0.753,1.518,-2.821,-1.028,-2.284,1.955,0.361,-1.988,0.777,1.211,-0.118,5.103,3.703,0.672,-2.137,-0.508,-1.076,1.92,-0.682,3.019,1.657,2.962,1.577,-1.571,-4.44,5.606,3.836,2.274,1.0,2.373,3.984,-0.495,-1.735,-0.678,-1.561,-2.463,3.91,-0.902,2.05,2.516,5.453,0.371,-0.601,4.892,2.036,-0.428,4.152,-2.706,0.895,-0.383,-0.216,2.243,-0.828,-0.261,2.331,-3.356,-1.131,3.453,-1.034,0.06,1.846,1.589,4.221,-1.066,5.772,2.161,3.163,-0.263,0.208,1.37,-1.445,3.806,0.618,1.53,2.63,-2.194,1.033,2.123,4.54,0.311,3.054,0.775,3.342,-0.026,-0.253,3.089,1.35,5.869,1.498,0.036,2.647,-1.473,-0.687,0.151,-2.26,2.255,-1.677,0.457,1.356,0.221,1.737,0.448,4.049,4.433,-1.648,0.697,3.308,1.205,0.06,0.289,4.033,1.38,0.415,6.2,0.747,3.879,3.158,6.765,-0.444,5.688,-1.203,2.068,0.367,-0.283,-1.361,-1.072,-1.622,1.055,4.738,-0.885,2.92,4.309,3.632,-0.319,2.922,1.784,-1.15,3.628,-0.476,4.71,4.484,-1.573,-2.202,0.199,0.232,-2.503,-1.672,-1.62,-0.715,3.697,-2.567,3.017,1.662,-0.993,-0.489,5.405,2.272,0.06,2.546,4.02,0.811,-3.557,9.966,21.943,10.381,11.295,11.192,14.669,12.675],"base_top":[[248058,21.943],[40,20.532],[3928,17.577],[760,17.373],[12189,17.193],[2665,17.16],[27775,16.843],[1206,16.069],[1919,15.925],[5328,15.902]]},"positions":{"tokens":[248058,198,27,1628,28,861,16612,29,198,27,15704,28,92603,29,198,15,20,23,198,510,15704,29,198,27,15704,17572,470,8469,4341,29,198,49931,10208,62,22,23,19,198,510,15704,29,198,27,15704,28,438,20932,29,198,6449,198,510,15704,29,198,27,15704,37956,34373,29,198,49931,10208,62,22,23,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","vel","vet",">","\n","<","parameter","=","parcel",">","\n","0","5","8","\n","</","parameter",">","\n","<","parameter","=f","able","_or","bit",">","\n","spr","uce","_","7","8","4","\n","</","parameter",">","\n","<","parameter","=","qu","artz",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=v","essel",">","\n","spr","uce","_","7","8","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.3761,0.9401,-1.5286,-0.7534,-2.3217,1.0489,-0.9655,-0.4444,0.3057,-1.024,-0.0472],[-3.2402,0.7437,7.3179,15.1997,-1.3338,-1.737,1.0925,-0.8891,0.1053,-0.6997,-0.2445],[-3.0344,-0.1607,9.987,17.082,-1.3111,-1.1209,-1.2736,-0.3436,0.2002,-0.6119,-0.0533],[-1.8426,-1.1619,10.5676,17.6704,-2.6534,-0.2719,0.0101,-0.9473,0.0714,-0.5392,-0.132],[-2.0884,-1.6811,10.2466,17.7337,-2.4098,-0.6841,-2.1636,-0.7546,0.3533,-0.6626,0.3987],[-1.1953,-1.4558,13.0564,13.5758,-1.2776,-1.0853,-2.5228,-1.0873,0.6375,-0.8339,-0.0036],[-4.1826,-1.2075,11.9201,18.3473,0.2363,-1.5713,-0.8646,-0.7049,0.1073,-0.7132,0.0931],[-4.8621,-1.0134,9.5928,20.8668,-1.1319,-2.0766,-0.178,-0.8568,0.2989,-0.9552,0.0283],[-5.052,-0.4123,11.1272,20.9731,-2.2032,-1.8874,0.2309,-0.2487,0.2963,-0.6973,-0.3137],[-5.026,-0.7701,12.295,18.2796,-2.1416,-1.5524,-1.2055,-0.305,-0.1433,-0.9996,-0.1713],[-1.1162,-1.943,10.9536,17.6339,-2.8935,-1.5408,1.7876,-0.6585,0.0013,-0.9521,-0.2666],[-1.9205,-2.1784,10.9126,18.8943,-4.0503,-1.627,-1.8482,-0.6948,0.234,-1.016,0.3543],[-1.2102,-2.0557,12.9984,14.9543,-2.9835,-1.889,-1.7153,-1.2614,0.5251,-1.0792,-0.2818],[-2.2422,-0.8034,10.7041,20.6667,-2.5127,-1.7067,-0.5147,-0.727,-0.0652,-1.5154,-0.0151],[-0.3417,0.3913,13.756,18.4438,-3.614,-0.5572,0.8436,-0.5261,0.4835,-1.4296,-0.3762],[0.7581,0.1173,17.9384,14.616,-2.3056,-1.061,-2.4189,-0.4745,0.4206,-1.3837,-0.4918],[-0.9409,-0.9128,14.9292,20.0,-0.6144,-2.1642,-1.3827,-0.8396,0.2872,-1.2341,-0.4885],[-2.262,-1.0141,13.0481,20.1109,-0.0655,-0.9036,0.2182,-1.1473,0.1413,-1.6377,-0.4036],[-3.0244,-0.5056,11.809,19.6659,-1.246,-1.553,0.2427,-0.7717,0.3885,-1.3788,-0.3719],[-4.9218,-0.9247,13.4399,20.2062,-1.8028,-1.1535,0.2508,-0.6312,0.3591,-1.4259,-0.5502],[-3.1055,0.6688,11.6306,17.5139,-2.223,-1.1487,0.9823,-0.6185,-0.0018,-0.689,-0.6396],[-5.4778,-0.6842,10.6645,21.1225,-0.9766,-2.5906,0.5534,-0.7691,0.2924,-1.0301,-0.1994],[-3.6697,-0.9167,12.6543,22.0299,-2.2602,-0.7993,2.0064,-0.185,0.2678,-1.1744,-0.2684],[-4.8592,-0.9126,12.6558,19.8788,-2.037,-0.6709,1.1335,-0.3403,0.0128,-1.1457,-0.3122],[-1.1368,-1.7396,11.8979,19.3738,-2.9146,-1.2963,3.0242,-0.5712,0.0788,-0.8418,-0.3418],[-2.4275,-2.6105,12.3816,20.8256,-2.9889,-1.0722,-1.8743,-0.8934,0.2943,-1.3025,0.299],[-0.5963,-1.3775,10.8461,17.9264,-1.6939,-2.8192,-0.9837,-1.0351,0.2784,-1.1525,-0.1549],[-2.2273,-2.2301,11.1761,20.3926,-3.4686,-1.9885,-0.7844,-1.1907,0.2413,-1.5431,-0.042],[-2.2227,-1.2096,10.9634,18.6582,-1.9684,-0.0813,-1.9561,-1.3061,0.0489,-1.6609,-0.0169],[-3.1086,-1.2243,11.5558,20.9741,-1.8415,-1.4239,0.1427,-0.7731,0.2114,-1.4108,-0.0405],[-2.1919,-0.4919,13.7287,19.0134,-3.3738,-0.8281,1.2216,-0.3365,0.632,-1.194,-0.1902],[-0.0128,-0.2488,17.1295,14.2938,-1.826,-1.5094,-1.6372,-0.4291,0.5772,-1.112,-0.2442],[-2.4861,-1.0004,12.895,19.7834,-1.1818,-0.4809,0.8507,-1.2741,0.0161,-1.0819,0.1311],[-3.1261,0.295,11.1584,21.023,-1.5699,-0.1585,1.0821,-1.7859,0.3704,-1.8142,-0.1495],[-1.3423,-0.803,15.7154,19.361,-1.4448,-0.1269,-1.2069,-1.0046,0.0471,-1.588,-0.6216],[-2.8721,-2.4473,13.4155,20.7603,-0.3047,-1.6667,-0.8125,-1.1645,0.04,-1.8502,-0.5356],[-2.7363,-1.9048,13.4587,22.2806,-0.4993,-1.7889,-0.1892,-1.6399,0.2939,-1.6946,-0.358],[-3.141,-0.837,11.0717,21.4872,-1.3367,-1.9453,0.4936,-0.8213,0.4504,-1.6018,-0.4163],[-4.7966,-1.9677,13.5872,21.0809,-1.8142,-1.3364,0.3705,-0.6191,0.4151,-1.452,-0.6528],[-3.2213,0.1303,11.6219,17.7901,-2.0866,-1.3127,1.1715,-0.6781,0.1887,-0.6734,-0.7152],[-3.5275,-0.9343,9.6112,21.4024,-1.2576,-2.2566,0.3389,-1.0638,0.5192,-1.2072,-0.1053],[-2.1717,-0.4372,10.1922,19.6914,-1.6553,-0.3754,0.6139,-0.2838,0.3163,-1.2335,-0.4298],[-3.0844,-0.2611,10.5854,17.0676,-1.1478,-0.3956,-0.7367,-0.7743,0.0541,-1.2677,-0.2592],[-0.777,-1.3894,11.8022,19.344,-3.0496,-1.3741,2.4844,-0.9208,0.2509,-1.061,-0.2003],[-1.7247,-1.76,11.6103,19.7646,-3.6643,-1.4778,-2.4009,-0.7933,0.3376,-1.3296,0.2475],[-1.2432,-1.7229,13.9378,16.6404,-2.8704,-1.7498,-2.3895,-1.2064,0.6102,-1.3366,-0.3952],[-1.8155,-0.5407,10.4737,17.1628,-0.8025,-0.595,-0.5053,-1.0902,0.0053,-1.3531,-0.2471],[-2.357,-0.4129,10.4303,20.7293,-0.6746,-2.5021,-0.4528,-0.9644,-0.1832,-1.6823,0.0354],[-1.8969,-0.0699,12.6026,19.3546,-2.3119,-2.1607,0.8413,-0.4088,-0.0788,-1.455,-0.1597],[-0.3796,-0.2725,16.152,15.5672,-1.1617,-2.3839,-1.849,-0.8336,0.0363,-1.5669,-0.2535],[-3.2045,-0.0961,10.1862,22.0398,-1.7215,-2.0493,0.8039,-0.7076,0.2162,-1.5017,-0.3488],[-4.0061,-1.2607,12.1033,19.3004,-1.9672,-0.9078,0.5294,-0.8731,0.3363,-1.5154,-0.6315],[-2.6486,-0.1287,11.4367,16.7446,-1.7099,-1.0668,1.2177,-0.8069,0.1318,-0.7034,-0.711],[-3.7621,-0.0584,9.5779,21.2569,-0.9617,-2.4471,0.8244,-0.904,0.3267,-1.1951,0.0261],[-3.3414,-0.1718,9.8075,20.6504,-1.4741,-1.0657,1.6343,-0.3697,0.3002,-1.1284,-0.1264],[-3.9693,0.3323,10.7281,17.7445,-1.3254,-0.7844,-0.0688,-0.8355,-0.082,-1.1753,-0.027],[-0.6849,-0.3137,9.4476,16.398,-3.0373,-0.8669,2.6002,-0.5509,-0.1236,-0.5549,-0.1735],[-1.8115,-1.4096,11.7609,19.9167,-3.4586,-1.8315,-2.9598,-0.5961,0.1372,-1.112,0.3835],[-1.4649,-0.1732,11.3653,18.3261,-1.7678,-2.6438,-2.3862,-0.4194,0.2888,-1.0665,0.033],[-3.0614,-1.2727,12.0597,22.021,-1.8707,-1.2254,-0.0071,-0.9044,0.117,-1.6716,-0.1256],[-2.0597,-0.0991,14.0877,19.328,-3.3196,-1.0732,0.5624,-0.447,0.3587,-1.3992,-0.3358],[-0.9559,-0.4136,18.666,14.9901,-1.8056,-1.1998,-1.8737,-0.4106,0.4423,-1.2492,-0.3285],[-3.5284,-1.755,13.1506,20.2563,-1.0557,-0.5854,0.9796,-1.3978,-0.0672,-1.0579,0.1071],[-4.342,-1.2535,11.9274,22.1725,-1.4211,-0.098,0.8594,-1.6474,0.3801,-1.6893,-0.1839],[-2.3711,-1.4709,16.2283,21.2111,-1.7394,-0.243,-0.8754,-0.9896,0.0915,-1.4773,-0.7225],[-3.3701,-2.7932,13.8793,21.5029,-0.5096,-1.6641,-0.3125,-1.2662,0.0339,-1.8473,-0.6028],[-3.2358,-2.4541,13.2506,22.3437,-0.5445,-1.6879,0.1988,-1.5827,0.3421,-1.6516,-0.4045],[-3.8814,-1.4175,10.8821,21.2425,-0.976,-1.4589,0.5189,-0.7627,0.4263,-1.5519,-0.3523],[-3.9849,-1.2727,12.4571,19.0084,-1.1654,-1.0895,0.023,-0.7945,0.5792,-1.503,-0.6384],[-3.1869,-0.4996,12.0036,18.6286,-1.9154,-0.7867,0.9063,-0.6947,0.2911,-0.6787,-0.7561],[-3.3526,0.0218,8.2464,19.2784,-0.5483,-2.4394,0.4275,-0.6805,0.4552,-1.0191,-0.2106],[-3.2255,-0.2998,9.5809,19.4822,-1.216,-0.8764,1.539,-0.2876,0.4327,-1.0463,-0.545],[-3.8174,0.6088,10.917,17.3354,-0.6406,-0.3283,-0.4856,-0.4927,0.1805,-0.9117,-0.3045],[-3.6917,-0.3455,11.1341,17.8783,-1.5741,-1.0559,-1.0792,-1.0683,0.3273,-0.974,-0.3799],[-4.1509,-0.1813,5.2467,12.3287,-0.7387,-1.7681,1.9852,-1.3959,0.2488,-0.8585,-0.0475],[-4.2509,-2.4432,10.011,17.0948,-1.1877,-0.7424,2.7115,-0.0598,0.3866,-0.8998,-0.1658],[-4.3994,-0.2678,8.2128,12.5241,-2.2962,-1.3459,-0.378,-0.8735,-0.061,-1.2026,0.1148],[-3.2984,0.1098,8.4001,12.8998,-2.1309,-0.7815,-1.8636,-1.0768,-0.039,-1.4607,0.0116]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=velvet>\n<parameter=parcel>\n058\n</parameter>\n<parameter=fable_orbit>\nspruce_784\n</parameter>\n<parameter=quartz>\nbrief\n</parameter>\n<parameter=vessel>\nspruce_784\n</parameter>\n</function>\n</tool_call>","n_tokens":78,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"discovery-611401-0074-renamed-611403","set":"renamed_A","cohort":"no_tool","family":"record_retrieval","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to retrieve one record by its exact identifier. Do not access or change stored data.\nSearch query or exact record identifier, as requested: \"maple_219\".\nUnrelated archived note: maple_692, reference 050. These are not inputs to this request.","tools":[{"function":{"description":"Find records whose text matches a query. Inert synthetic operation.","name":"orbit","parameters":{"additionalProperties":false,"properties":{"lattice":{"description":"Search query or exact record identifier, as requested","type":"string"},"parcel_lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["lattice"],"type":"object"}},"type":"function"},{"function":{"description":"Retrieve one record by its exact identifier. Inert synthetic operation.","name":"parcel","parameters":{"additionalProperties":false,"properties":{"lattice":{"description":"Search query or exact record identifier, as requested","type":"string"},"parcel_lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["lattice"],"type":"object"}},"type":"function"}],"prompt_tokens":588,"decision":{"rms":0.37415627149277597,"sumsq":143.3517214693129,"hb":[-0.01878,-0.02419,-1.49559,0.05425,-1.00304,0.34498,-0.48445],"lse":21.928944219600762,"logits":[14.914,14.356,12.21,12.119,11.584,11.207,7.551,9.02,10.427,11.777,9.998,15.603,11.918,9.371,13.119,10.569,7.838,9.228,10.802,10.246,19.06,10.354,10.275,14.052,13.017,11.155,12.865,10.741,11.282,8.77,8.987,13.56,14.58,8.75,11.396,9.335,9.699,10.619,9.744,10.261,13.258,8.512,7.027,11.503,4.848,6.548,3.577,10.07,7.025,14.339,5.499,7.862,9.217,8.6,7.68,5.246,10.063,10.69,10.614,6.951,6.052,13.795,3.243,8.121,8.481,11.798,7.856,13.521,0.943,17.738,13.522,9.825,8.26,0.843,11.225,2.927,10.692,7.26,8.516,11.978,8.302,8.813,9.122,7.682,10.189,6.682,8.216,3.901,10.351,12.843,-0.333,4.383,18.055,11.109,8.722,6.233,13.278,-4.901,0.739,5.049,6.46,9.781,1.63,9.988,1.025,13.78,10.592,1.981,6.703,9.569,6.987,10.746,5.46,5.629,6.497,11.652,17.071,7.267,7.366,9.749,12.379,11.016,13.264,14.627,15.446,12.99,3.05,9.419,8.109,7.961,4.095,8.976,4.422,7.94,10.451,8.787,6.105,14.2,3.664,8.353,9.114,15.497,13.65,5.812,1.376,9.917,13.354,-0.436,16.814,2.374,-3.093,8.829,7.618,8.864,6.162,10.052,7.756,9.143,7.916,10.868,8.547,5.671,10.34,-1.264,5.985,5.155,9.296,5.806,-6.047,8.857,12.368,12.57,13.924,6.376,9.496,7.122,10.188,7.202,12.906,8.73,6.038,5.592,5.116,2.949,8.645,15.879,5.347,10.806,-0.478,10.51,9.919,7.622,13.77,10.857,5.953,6.035,8.458,14.379,10.123,3.768,6.767,12.652,6.426,2.51,11.985,8.063,13.442,8.214,3.774,10.606,2.351,13.002,14.231,2.456,10.322,6.892,-3.635,4.203,2.779,2.6,10.048,15.364,8.556,4.294,-0.052,5.596,8.339,4.718,0.114,4.347,10.492,-2.744,1.715,12.913,8.916,12.242,4.666,12.864,6.872,10.161,8.533,5.961,3.508,3.253,5.582,11.958,-0.607,-3.067,9.342,9.115,0.089,11.918,9.805,9.837,5.404,0.192,11.22,11.464,8.161,12.074,9.677,9.661,5.226,1.808,4.625,7.251,2.766,9.663,5.574,14.208,0.404,2.605,1.552,1.84,1.02,9.38,8.094,7.409,8.016,0.33,13.726,8.671,0.743,7.136,5.161,8.318,-1.839,9.297,12.22,12.602,8.955,7.518,10.134,8.091,9.184,12.355,9.847,13.074,13.804,8.914,9.978,9.063,6.884,10.004,5.228,6.178,7.499,12.373,1.659,9.068,7.059,6.322,14.117,3.377,-1.403,-0.634,9.394,8.354,-1.535,1.146,4.447,8.815,8.071,6.83,8.849,11.636,-4.663,-3.16,8.748,9.37,15.443,7.731,2.759,10.776,13.036,5.721,9.389,1.536,2.338,4.917,-0.377,10.522,12.374,11.083,8.441,5.511,9.872,6.519,7.765,4.348,12.476,6.708,-0.429,2.994,11.406,11.702,5.978,11.362,12.329,8.753,2.104,6.214,-0.463,0.381,13.452,10.941,12.31,5.972,4.252,5.371,9.813,11.351,0.198,5.836,9.72,4.47,4.863,10.351,9.03,13.456,3.343,-4.561,14.056,2.586,8.308,2.959,2.436,3.004,9.511,13.016,1.403,12.306,7.039,13.126,-0.96,9.48,7.58,3.488,0.691,5.216,3.245,-2.717,5.591,3.417,9.688,0.876,7.995,11.223,-2.633,4.943,9.128,8.181,1.377,6.114,9.501,8.409,-0.697,11.47,7.09,11.164,5.926,10.595,3.723,9.218,5.777,9.5,3.857,-0.803,13.436,-0.484,13.41,9.637,5.209,6.942,3.371,5.567,8.318,8.808,12.617,12.963,8.681,9.968,7.948,5.575,2.602,7.278,10.313,1.441,11.133,3.446,8.297,1.131,11.071,-0.472,6.241,3.107,9.357,5.619,5.917,-0.261,2.529,11.822,10.717,4.74,11.435,2.171,1.059,1.605,7.503,7.74,7.127,12.898,6.358,-1.79,3.096,1.118,0.636,10.267,5.477,1.558,10.973,5.388,10.633,-0.174,6.522,11.441,0.635,6.807,16.112,12.825,5.846,8.526,5.76,9.027,7.321,7.63,12.599,0.331,9.009,2.532,7.647,3.353,4.875,5.206,2.007,5.436,-1.205,5.009,9.188,12.544,4.665,10.138,0.47,5.84,9.829,5.753,8.366,13.448,6.782,5.377,7.922,3.306,1.7,-0.564,6.654,6.193,3.544,-2.598,1.255,6.926,6.811,6.833,4.505,4.719,6.532,5.462,8.573,4.845,5.226,7.779,4.253,2.969,0.993,10.596,1.169,6.212,11.482,9.524,4.833,5.944,1.219,5.365,-0.624,0.651,7.121,10.104,6.105,10.418,3.845,9.031,8.872,4.196,-0.925,2.816,8.842,11.176,8.014,2.645,8.945,3.973,-0.065,4.569,7.06,10.383,1.565,11.624,-1.228,7.64,9.39,2.473,3.266,6.245,10.775,-0.297,4.41,0.632,5.858,0.929,9.122,-0.85,11.419,9.587,-3.236,5.973,9.539,0.476,4.162,1.506,6.818,12.759,3.621,7.33,8.792,2.365,12.083,10.162,-0.392,-2.321,-3.052,1.078,8.805,12.54,9.497,7.741,-1.482,8.232,3.893,7.636,5.233,8.335,13.479,9.416,4.486,2.148,7.137,11.284,5.807,8.995,-3.489,3.244,6.426,1.637,4.122,3.418,8.762,12.291,6.905,0.222,0.202,8.103,9.935,1.73,4.678,6.994,4.68,7.645,6.877,-4.512,6.535,2.648,0.252,4.084,8.613,8.765,0.589,1.572,0.066,12.744,-2.257,8.12,7.897,6.761,7.295,10.759,1.029,6.302,8.186,0.142,5.876,13.289,-4.503,1.22,2.638,5.515,-1.241,6.003,8.094,5.86,0.346,4.094,2.957,2.349,8.376,15.455,3.632,0.687,0.261,10.881,5.623,8.238,5.113,10.044,12.595,6.824,3.301,7.577,2.387,3.518,7.838,0.743,8.936,2.765,3.223,-0.872,11.979,0.421,6.708,6.169,2.345,3.892,9.375,0.426,7.931,10.253,1.564,1.212,8.353,6.181,3.385,4.897,5.138,0.342,4.523,1.517,3.52,7.876,-0.679,8.987,6.639,5.461,5.091,1.668,2.686,5.354,1.077,8.869,10.444,1.209,12.395,2.516,4.208,5.236,5.853,2.646,10.236,2.301,3.903,3.59,6.512,1.215,-0.627,9.864,1.308,0.525,6.844,1.673,-4.439,1.292,7.986,1.531,4.963,-1.578,2.301,8.539,8.197,2.348,0.16,3.583,-0.354,1.855,-0.118,-1.76,9.04,9.214,1.749,-0.75,3.042,6.447,1.388,6.981,11.669,-4.785,5.547,5.911,3.588,6.254,8.171,0.315,2.854,2.006,10.152,1.774,-0.41,3.336,-1.19,-2.221,-5.152,0.359,1.417,0.681,2.388,5.39,0.844,5.273,3.912,0.48,-2.213,-2.156,-2.16,-0.128,2.916,0.18,2.946,1.799,4.119,0.743,5.171,1.782,-1.691,-2.58,0.829,2.258,0.635,6.15,2.314,4.924,-2.094,2.326,2.414,1.322,1.629,-3.457,3.07,2.8,-0.335,0.462,1.718,-1.726,0.748,10.41,8.868,0.2,1.454,2.888,2.663,4.196,-1.694,-0.336,2.31,2.025,0.154,0.383,-1.091,-4.813,3.446,-2.218,1.399,-0.886,0.739,-2.178,0.071,2.463,-0.162,-1.83,1.473,1.605,1.13,-2.159,-0.426,-0.456,1.007,1.939,0.31,1.402,0.618,-1.476,-0.27,4.843,0.481,-2.09,-1.486,-0.251,1.435,0.368,1.089,2.577,4.645,2.409,-1.769,-4.545,5.156,3.174,0.602,1.27,3.378,2.302,-0.34,-1.793,0.607,-2.457,-2.295,4.537,-2.087,1.843,1.509,5.591,1.485,3.073,3.244,2.266,0.595,4.051,-0.935,1.681,0.75,1.169,4.209,2.568,-0.907,1.858,-3.744,-3.426,3.414,0.682,-0.308,2.799,1.037,3.067,-0.32,6.835,0.684,2.207,0.184,1.74,1.084,-2.078,3.95,0.06,1.68,3.129,-2.194,-3.92,1.522,4.807,2.289,3.254,1.344,2.64,-1.004,-1.3,3.153,2.774,2.553,0.885,0.686,0.322,-3.158,-0.975,-2.21,-2.242,3.053,-2.411,0.704,0.73,1.736,-0.432,2.128,3.24,4.011,-0.867,1.185,3.188,0.482,-1.65,0.59,4.217,0.312,-0.932,6.908,0.847,2.974,1.517,6.898,0.335,4.83,-0.749,3.607,0.275,-0.442,-0.647,-1.399,-1.774,4.788,2.209,0.968,2.741,2.412,2.34,0.038,2.435,3.353,1.49,4.532,0.796,4.167,4.399,-0.264,-0.761,-2.656,0.498,-2.276,-0.072,0.688,-1.216,1.668,-3.189,5.013,1.188,-1.723,-0.498,4.535,4.381,1.031,2.803,3.696,2.138,-3.539,8.71,21.76,9.267,10.524,10.084,15.851,12.46],"base_top":[[248058,21.76],[40,19.06],[1206,18.055],[760,17.738],[1919,17.071],[2665,16.814],[27775,16.112],[3928,15.879],[248068,15.851],[27,15.603]]},"positions":{"tokens":[248058,198,27,1628,28,92603,29,198,27,15704,39287,30748,29,198,2117,273,62,17,16,24,198,510,15704,29,198,27,15704,28,92603,879,30748,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","parcel",">","\n","<","parameter","=l","attice",">","\n","map","le","_","2","1","9","\n","</","parameter",">","\n","<","parameter","=","parcel","_l","attice",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.3067,-0.7269,-0.6517,-0.8296,-1.89,1.0706,-0.2188,-0.3159,0.1319,-0.8941,-0.1758],[-4.0902,0.4193,7.8372,15.4632,-1.2033,-1.5532,1.2261,-0.8075,0.0932,-0.5861,-0.4324],[-3.9746,-0.3924,11.1174,17.4907,-2.4979,-0.2515,-1.1317,-0.3398,0.11,-0.8369,-0.3029],[-1.556,-1.0156,10.4619,17.2377,-4.0681,0.1521,-0.0648,-0.8897,0.0475,-0.6601,-0.1507],[-1.1074,-1.3588,9.2661,15.3185,-4.3276,0.0292,-2.2439,-0.631,0.0533,-0.8429,0.3197],[-0.6142,-1.271,12.6528,13.8384,-3.0099,-0.3489,-1.8878,-1.1223,0.3339,-1.0675,-0.2136],[-4.3562,-0.6949,10.0032,20.9908,-2.1578,-1.2967,-0.6629,-0.9886,-0.0415,-1.1585,-0.0277],[-5.3581,-0.1423,10.9906,22.7631,-2.3389,-2.3637,0.4933,-0.3876,0.1246,-1.064,-0.3705],[-5.6608,-0.4141,11.7168,18.8844,-2.033,-0.6784,-0.5533,-0.3551,-0.0819,-1.3963,-0.2619],[-1.2643,-0.4678,10.6729,18.2978,-3.4188,-0.4094,2.2991,-0.5731,-0.1393,-1.0554,-0.5278],[-2.0137,-1.0923,11.201,20.4708,-4.013,-0.6703,-2.8705,-0.7003,-0.0651,-1.2548,0.0955],[-3.0613,-1.1703,10.4768,17.6861,-2.514,-1.7242,-1.2688,-0.637,-0.2226,-0.9577,0.0574],[-3.7709,-2.5301,11.3969,21.914,-1.8738,-1.673,0.459,-0.7807,0.0422,-1.7604,-0.0925],[-3.645,-1.5532,14.7946,20.0587,-3.0493,-1.239,2.7454,-0.2156,0.2095,-1.3434,-0.1155],[-1.2941,-1.7436,16.8576,15.6213,-0.9343,-1.3467,-0.0494,-0.532,0.1002,-1.3531,-0.1116],[-2.4463,-1.1789,12.8585,20.0983,0.0032,-0.5307,-0.3968,-1.2517,0.3115,-1.5457,0.2344],[-3.9428,-0.9171,12.5488,21.9846,-1.7884,-0.0566,1.3941,-1.2962,0.1633,-1.629,-0.0761],[-2.3625,-1.6117,15.9837,20.3227,-1.603,-0.6484,0.304,-0.5654,0.1517,-1.5642,-0.6356],[-3.2258,-2.2076,13.2945,21.1785,-0.9015,-1.0344,-0.8127,-1.5032,0.1065,-2.1269,-0.4684],[-3.3268,-2.5017,13.3606,21.306,-0.8211,-2.1905,-0.0955,-1.1098,-0.0177,-1.655,-0.2778],[-3.7717,-1.2233,11.3032,21.2942,-0.9132,-1.9691,0.6575,-0.6729,0.2815,-1.4872,-0.1461],[-4.1775,-1.3165,12.2969,19.3813,-2.1069,-1.0355,-0.4425,-0.4617,0.3466,-1.3782,-0.6055],[-2.7087,0.4651,11.4249,17.1036,-1.8916,-0.9282,0.5528,-0.4212,0.095,-0.7525,-0.6044],[-3.9268,0.0593,8.7194,20.687,-1.1934,-2.3591,0.2102,-0.9576,0.2393,-1.2648,-0.1738],[-2.6791,-1.265,10.662,21.1806,-0.7106,0.0293,1.4123,-0.2142,0.1891,-1.0887,-0.2755],[-3.8397,0.1997,10.0883,16.952,-1.0597,-0.7563,-0.0792,-0.6402,-0.0309,-1.3615,-0.336],[-1.7429,-0.456,12.0146,18.7842,-3.3229,-1.2274,1.6209,-0.6066,0.0717,-1.1058,-0.3869],[-2.0949,-0.8256,11.9359,19.1086,-3.8429,-1.7879,-1.6557,-0.6628,0.0012,-1.271,0.1302],[-1.0803,-0.8654,14.2878,17.8435,-2.8582,-1.7126,-1.693,-1.04,0.2824,-1.3805,-0.5165],[-2.4514,-1.8941,10.5024,21.0595,-3.1048,-0.1852,-0.9938,-1.3083,0.143,-1.746,-0.0416],[-3.1684,-1.3813,10.3438,18.8283,-2.334,-0.8727,-0.3739,-0.8898,-0.1085,-1.2098,0.0474],[-3.2441,-2.0325,11.0932,21.2807,-1.0276,-2.2619,-0.71,-0.7057,-0.0281,-1.7183,0.0314],[-2.9548,-0.8564,12.5475,19.5275,-2.6223,-1.899,0.4564,-0.2594,-0.0548,-1.3819,-0.0958],[-1.4109,-1.0797,15.8591,16.7916,-1.3195,-1.9912,-1.9913,-0.6958,-0.03,-1.5105,-0.1916],[-4.2123,-0.8473,10.5186,22.8239,-1.8345,-1.8672,0.4147,-0.5214,0.1001,-1.4271,-0.2926],[-4.7016,-1.6342,12.7724,20.2276,-2.2216,-0.8366,0.2779,-0.4685,0.2698,-1.3521,-0.6775],[-3.1512,-0.4723,11.1715,17.3413,-2.2014,-0.6985,1.0003,-0.5072,0.1508,-0.7813,-0.7196],[-4.0521,0.0301,7.8841,19.3989,-0.7422,-2.2219,0.3096,-0.6944,0.3626,-1.0707,-0.1938],[-3.986,-1.379,10.9566,21.2754,-0.9944,-0.1682,2.5136,-0.1462,0.2056,-1.0973,-0.4228],[-5.1754,0.1015,10.8672,17.7832,-0.9302,-0.6128,-0.7776,-0.3796,-0.0393,-0.9093,-0.2606],[-3.688,-0.3304,10.1768,16.3094,-2.1075,-0.9021,-0.3792,-0.5512,0.0436,-1.0589,-0.3839],[-4.6678,-0.2085,7.2445,14.4134,-0.7424,-2.1045,1.8306,-1.4135,0.1174,-1.1528,-0.1726],[-3.9527,-1.7525,11.5229,18.7914,-0.8424,-0.3637,2.8335,0.0258,0.2309,-1.0874,-0.2333],[-4.0652,-0.1341,8.8662,13.0996,-1.4689,-1.5375,-0.1267,-1.1455,-0.0381,-1.3065,0.2406],[-2.8625,0.2568,7.9568,12.3044,-1.8135,-0.6254,-1.3879,-1.1673,0.0058,-1.2867,0.0366]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=parcel>\n<parameter=lattice>\nmaple_219\n</parameter>\n<parameter=parcel_lattice>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0029-renamed-611403","set":"renamed_A","cohort":"valid_call","family":"substring_position","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> lumen {\"harbor_meadow\": \"022\", \"sable\": \"cedar_921\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_771, reference 028. These are not inputs to this request.\nThe operation I need is: find the first position of a term in stored text.\nStored document identifier: \"cedar_921\". Text to locate: \"022\".","tools":[{"function":{"description":"Find the last position of a term in stored text. Inert synthetic operation.","name":"harbor","parameters":{"additionalProperties":false,"properties":{"fern":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"harbor_meadow":{"description":"Text to locate","type":"string"},"sable":{"description":"Stored document identifier","type":"string"}},"required":["sable","harbor_meadow"],"type":"object"}},"type":"function"},{"function":{"description":"Find the first position of a term in stored text. Inert synthetic operation.","name":"lumen","parameters":{"additionalProperties":false,"properties":{"fern":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"harbor_meadow":{"description":"Text to locate","type":"string"},"sable":{"description":"Stored document identifier","type":"string"}},"required":["sable","harbor_meadow"],"type":"object"}},"type":"function"}],"prompt_tokens":626,"decision":{"rms":0.42652705668593494,"sumsq":186.29051400721073,"hb":[0.03905,-0.08472,-1.98107,0.21743,-1.41081,0.18877,-0.60758],"lse":23.123885077451305,"logits":[13.469,11.428,12.419,12.026,11.591,10.667,8.517,9.169,10.823,11.389,10.461,16.176,11.691,10.611,14.662,10.316,9.162,10.272,11.617,10.541,19.381,12.736,11.108,14.775,13.472,11.786,10.496,10.534,12.452,8.895,10.035,13.458,13.523,8.107,12.808,9.327,9.72,10.558,12.03,9.791,12.562,8.415,7.895,11.497,4.851,7.199,-0.407,9.48,5.949,14.175,4.367,7.717,8.337,8.524,7.515,5.142,8.784,13.476,9.911,7.25,7.014,13.658,3.302,9.026,8.636,12.344,4.804,9.946,1.075,18.412,9.283,7.656,9.1,-0.055,8.59,2.618,10.713,8.041,8.657,8.045,9.211,7.991,7.755,7.959,10.073,6.634,7.004,3.898,11.208,11.711,1.301,4.093,15.246,12.845,5.244,6.733,12.324,-2.701,3.148,3.424,7.42,8.16,1.678,9.776,0.3,12.788,9.7,5.075,7.562,10.124,6.086,10.253,5.232,6.024,6.715,10.861,15.247,4.287,7.158,8.836,12.348,10.309,12.321,12.831,12.691,11.087,3.739,11.098,9.142,9.556,2.333,6.226,2.843,5.596,12.362,8.88,5.825,13.654,3.946,9.678,7.956,12.966,12.96,3.865,0.114,7.887,11.842,0.886,16.227,1.616,-0.802,9.305,6.536,7.346,5.345,9.271,6.542,7.839,8.048,9.973,7.685,5.617,10.848,-2.843,7.661,4.176,10.242,6.463,-6.305,9.656,11.777,11.144,12.71,6.679,8.367,6.879,9.355,6.026,11.043,8.667,6.631,3.56,6.901,2.976,8.027,16.424,5.091,10.725,-1.144,9.828,10.48,3.079,11.275,12.368,5.847,3.447,9.308,11.206,8.767,2.804,6.703,12.63,6.662,3.343,12.896,7.918,10.614,8.598,4.715,13.804,2.632,11.809,13.624,2.724,7.385,5.408,-4.524,2.218,3.349,4.0,8.705,11.645,7.721,3.495,0.023,5.782,9.011,4.99,1.885,4.192,11.275,-1.091,2.539,6.773,9.328,13.776,4.484,10.729,5.914,8.658,6.901,4.074,4.877,3.255,5.44,13.381,0.516,-3.357,9.103,9.376,-0.109,12.073,9.123,8.415,4.999,-0.903,11.819,12.211,8.375,11.181,10.465,10.685,5.986,2.152,4.045,7.564,1.901,10.59,4.867,13.245,2.091,2.927,0.614,1.191,1.929,8.972,6.887,6.239,7.364,0.955,12.023,9.605,1.348,5.101,4.677,7.405,0.679,9.004,11.752,10.915,8.065,6.709,11.365,9.099,8.221,13.484,10.347,11.78,13.899,8.342,10.215,6.863,6.42,9.315,6.857,5.946,6.076,11.591,2.12,10.0,6.82,5.554,13.12,3.573,-0.841,-2.158,8.252,7.661,-3.855,0.721,3.352,10.319,7.971,8.068,8.173,10.135,-3.4,-3.019,8.338,8.962,14.309,8.394,2.312,10.339,12.483,7.033,10.357,1.778,2.433,6.381,-2.81,12.295,11.825,12.155,8.778,5.827,10.256,5.465,8.21,4.292,11.556,4.501,-0.964,6.537,9.715,12.549,7.344,10.188,10.385,8.515,2.991,4.728,0.092,0.264,11.797,11.765,12.892,5.987,2.614,5.28,8.43,11.419,1.635,8.298,9.8,4.657,4.56,10.029,7.988,12.924,4.155,-3.193,14.774,4.25,8.003,3.71,1.828,2.426,9.433,11.838,4.629,10.655,5.299,11.107,0.432,9.55,7.702,3.233,1.351,3.761,4.142,-1.905,5.619,3.264,11.875,0.21,9.328,11.461,-2.453,1.701,10.303,7.892,1.402,5.046,9.038,8.58,-0.797,12.19,7.535,9.048,7.67,11.215,4.089,7.59,5.919,9.886,5.186,0.357,12.294,-1.522,13.925,8.205,4.506,6.2,2.089,6.618,7.228,6.743,13.619,11.533,9.033,8.183,7.08,6.245,1.544,5.802,11.164,0.598,11.674,1.824,7.257,0.629,9.677,-1.148,5.738,2.808,9.435,6.069,5.436,-0.288,1.323,9.822,10.242,5.338,9.082,3.886,0.34,3.298,9.351,8.064,7.373,11.687,7.18,0.022,2.485,1.85,1.129,7.733,5.787,2.34,9.002,5.415,9.271,-0.021,7.889,10.573,0.303,8.712,16.216,10.096,6.349,6.592,7.077,10.148,5.594,6.76,11.225,2.218,7.11,2.362,6.863,0.713,4.662,3.977,1.071,4.853,0.783,4.944,10.07,12.715,2.8,8.788,0.582,3.163,7.292,4.568,8.167,12.606,6.124,6.985,9.438,2.803,2.083,-0.56,5.913,6.502,0.793,-1.42,1.767,6.996,5.951,5.705,3.224,6.414,5.617,5.363,7.933,4.003,4.708,7.619,5.531,2.403,0.32,10.118,2.652,5.671,9.809,7.269,5.039,6.5,2.025,5.794,-2.343,2.206,7.079,9.774,4.381,9.567,3.74,8.932,8.668,4.611,-0.549,2.641,8.392,9.769,6.032,1.668,9.235,3.131,-0.695,4.482,5.158,8.694,2.567,7.992,-2.102,6.155,6.614,1.603,2.32,6.709,10.161,-0.389,4.029,1.5,6.882,0.076,10.522,1.014,10.925,9.796,-1.575,5.648,9.854,-1.476,2.806,3.408,6.684,12.263,2.949,7.142,8.455,3.382,11.0,10.351,0.186,-1.595,-1.937,1.477,7.551,11.107,9.297,7.159,-1.653,8.268,2.942,8.907,4.632,7.486,13.213,6.276,3.562,2.403,5.805,11.241,4.522,8.803,-2.419,3.539,6.003,2.421,3.739,3.74,8.209,11.579,6.522,1.645,1.286,6.095,10.111,0.376,5.266,6.842,6.628,7.397,5.575,-1.83,3.317,2.641,-0.672,1.345,8.087,7.981,-2.912,1.826,-0.309,12.169,-2.009,5.656,8.609,7.348,6.964,8.53,1.915,5.881,6.812,-0.589,5.644,10.094,-4.2,-0.983,2.451,5.331,0.882,6.912,7.751,7.421,0.836,3.636,4.296,1.92,7.311,12.928,1.911,2.447,0.17,10.078,4.63,8.818,4.998,6.181,10.096,6.485,2.576,6.004,2.488,1.747,6.507,1.265,6.106,3.647,2.915,0.28,12.48,-0.903,6.199,4.762,0.601,5.258,8.475,-1.573,7.371,10.474,2.208,1.15,5.674,6.154,6.038,2.907,4.883,1.346,4.419,2.251,2.02,8.125,-0.298,7.663,7.92,4.512,4.543,0.825,3.631,4.763,0.596,8.842,8.192,2.63,11.738,2.018,3.779,5.92,6.655,4.21,6.889,3.218,2.163,3.46,6.2,1.445,0.322,8.398,0.294,0.469,6.9,2.058,-3.05,2.709,7.236,3.053,3.446,-2.294,2.125,9.335,6.161,4.35,0.99,1.088,0.864,2.666,-1.726,-3.612,7.939,6.742,1.676,-1.144,2.762,5.983,3.14,6.601,9.735,-3.249,5.261,5.428,4.844,5.479,8.113,-0.343,4.001,1.305,9.508,-0.814,-0.055,5.233,2.34,0.015,-1.311,0.251,2.487,1.055,3.917,6.094,0.578,6.815,5.655,1.87,-1.346,0.21,-1.436,2.197,2.298,2.542,5.744,-0.026,5.578,1.304,5.132,2.59,-0.503,0.895,0.781,6.352,1.964,4.981,4.38,3.842,-1.251,2.935,-0.442,3.26,2.646,-2.394,3.477,2.042,1.041,0.966,2.335,0.489,1.912,11.378,9.259,2.179,3.614,3.687,3.58,5.341,0.198,-0.995,2.525,2.773,-0.815,0.104,-0.978,-4.716,5.118,-0.353,3.129,0.389,3.478,-1.039,-1.171,3.1,-1.289,1.12,0.832,0.495,2.193,-0.009,0.172,0.507,3.035,1.762,0.343,1.365,0.546,1.119,2.553,2.716,0.614,-0.835,-2.051,0.025,-0.031,1.518,1.693,2.624,4.652,4.327,-2.187,-1.386,5.596,3.99,0.865,0.623,2.696,4.148,0.952,-0.856,0.888,0.789,-0.006,3.882,-0.267,2.572,3.281,7.213,1.495,3.407,4.039,2.824,1.058,4.57,-2.223,1.329,-0.442,1.789,5.031,0.8,2.045,2.909,-2.824,0.056,3.402,0.523,1.678,1.682,1.414,5.414,-0.44,6.443,-0.421,4.07,1.696,1.224,1.233,0.8,4.301,2.34,0.339,4.345,-1.309,0.568,3.666,5.268,0.532,4.85,0.358,3.303,1.445,-0.509,4.391,4.211,2.628,2.297,1.033,2.769,-2.23,0.275,-0.104,-2.775,1.399,-1.661,0.263,-2.062,1.178,-0.143,0.801,7.176,4.171,-0.45,2.844,2.591,0.148,0.023,1.046,4.392,0.72,-0.853,5.346,2.439,2.663,3.723,5.887,0.465,3.644,-2.715,2.056,0.026,-0.179,-0.214,-2.458,-1.169,1.554,2.941,1.002,3.923,3.856,3.41,0.186,3.416,1.571,0.667,4.803,1.528,4.612,3.747,-0.811,-0.998,-1.201,0.399,-0.884,-0.331,0.579,-0.711,1.47,-2.311,1.812,1.589,-0.871,-0.463,3.936,3.586,-0.105,3.947,4.559,2.135,-4.224,10.95,23.077,11.465,13.474,11.984,16.042,14.801],"base_top":[[248058,23.077],[40,19.381],[760,18.412],[3928,16.424],[2665,16.227],[27775,16.216],[27,16.176],[248068,16.042],[1919,15.247],[1206,15.246]]},"positions":{"tokens":[248058,198,27,1628,39287,26994,29,198,27,15704,13744,470,29,198,1931,277,62,24,17,16,198,510,15704,29,198,27,15704,28,12610,9090,697,3048,358,29,198,15,17,17,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=l","umen",">","\n","<","parameter","=s","able",">","\n","ced","ar","_","9","2","1","\n","</","parameter",">","\n","<","parameter","=","har","bor","_m","ead","ow",">","\n","0","2","2","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.5554,-0.1424,-0.9284,-1.4227,-1.8832,1.0434,-1.1982,0.0611,0.0616,-0.8695,-0.0199],[-4.1404,0.8598,7.819,15.1666,-0.9526,-1.5677,1.4035,-0.7351,0.1101,-0.576,-0.3562],[-4.1358,-0.342,11.1025,17.6626,-3.0246,0.1218,-0.7275,-0.324,0.0985,-1.0043,-0.3027],[-1.7069,-0.8916,10.7541,17.7715,-3.8851,0.6462,0.4984,-0.8703,-0.0303,-0.9028,-0.2103],[-0.6478,-1.0764,10.6079,17.2293,-4.3352,0.5043,-2.7437,-0.7266,0.175,-1.2061,0.1814],[-2.4797,-2.2364,12.7526,20.4048,-2.595,-2.0215,-0.2439,-0.8447,0.1055,-1.0294,0.0724],[-4.3695,-0.7471,11.4899,21.815,-1.3941,-1.1268,0.2668,-0.9251,0.1774,-1.6122,0.1965],[-4.9825,0.4858,11.2318,20.8974,-1.439,-1.2195,1.4616,-0.1264,0.1712,-0.8703,-0.3261],[-4.773,0.1893,11.0767,16.7636,-1.3968,-1.2211,-0.5321,-0.0779,-0.1557,-1.189,-0.2888],[-1.1835,-0.5312,11.7978,18.1499,-2.8625,-0.7802,2.7219,-0.6667,-0.1462,-1.2511,-0.4094],[-0.824,-0.9822,12.4127,19.2499,-3.2703,-0.8681,-1.9368,-0.6976,0.1247,-1.3321,0.1399],[-1.0692,0.5288,10.7225,16.3579,-0.813,-3.0905,-0.5072,-0.8366,0.0592,-0.8606,-0.3433],[-4.1672,-1.7742,11.8879,22.3706,-2.1257,-2.3753,0.3768,-0.8396,0.0459,-1.5365,-0.3142],[-3.0893,-0.8914,16.4815,19.7075,-3.6397,-1.13,1.6401,-0.2997,0.3967,-1.2649,-0.3111],[-0.3665,-0.342,20.5746,16.0121,-1.98,-1.0385,-1.3612,-0.5862,0.3273,-1.3227,-0.2776],[-2.5489,-2.4066,13.9156,21.1914,-1.3524,-0.498,0.298,-1.1683,0.1162,-1.0558,-0.0393],[-3.7697,-0.79,13.2135,22.8175,-1.7305,-0.0847,1.5116,-1.4826,0.209,-1.6418,-0.023],[-2.4601,-1.9338,16.7377,21.4497,-1.6965,-1.1153,-0.2557,-0.4755,0.087,-1.4824,-0.6586],[-4.135,-1.4454,13.8731,21.3916,-0.1398,-1.6128,-0.1282,-1.2421,0.1297,-1.3891,-0.4391],[-3.5554,-1.0753,13.3531,22.35,-0.1457,-1.0017,0.2502,-1.2377,0.223,-1.7618,-0.2106],[-3.8212,-0.7722,11.5748,21.7485,-1.2171,-2.1153,0.8374,-0.7849,0.1756,-1.5722,-0.1487],[-4.4835,-1.0359,13.1348,19.4364,-2.2579,-1.2659,0.4726,-0.559,0.1059,-1.4684,-0.5984],[-3.1106,-0.2665,10.8009,15.9238,-1.8595,-0.833,1.0864,-0.3036,-0.0669,-0.8367,-0.4998],[-4.3521,-0.4272,11.1239,21.5238,-1.4195,-3.286,1.2551,-0.9636,0.1532,-1.2897,-0.201],[-3.5265,-1.622,11.8248,21.7274,-2.9547,-0.6152,2.2397,-0.1228,0.0944,-1.7094,-0.2323],[-4.4253,-0.7814,11.2419,18.4143,-1.8976,-1.4114,0.1277,-0.3251,-0.2952,-1.1795,-0.4099],[-0.929,-0.3998,10.821,14.5406,-2.8251,-1.9681,2.8616,-0.6335,-0.2827,-1.1837,-0.0296],[-1.1464,-0.5669,11.6662,14.6376,-3.6057,-2.0045,-1.1375,-0.6115,-0.0142,-1.1364,0.6209],[0.1653,-0.8183,15.2329,15.7002,-2.927,-2.4635,-1.2192,-1.0249,-0.0907,-1.2838,-0.3224],[-0.4029,-1.2905,11.0409,17.6091,0.636,-1.9201,1.3175,-0.888,-0.3585,-1.3219,-0.0849],[-1.6336,-3.0093,12.4737,20.4396,-2.243,0.528,2.2376,-1.3315,-0.1381,-1.7427,0.0241],[-1.3534,-2.8877,11.0335,16.403,-1.0321,-1.2044,0.7182,-0.9738,-0.3353,-1.5478,0.3519],[-2.0092,-1.898,11.3633,18.2193,-1.2065,0.9138,0.3897,-1.0582,-0.3757,-1.317,0.2485],[-3.9456,-1.4797,10.5822,20.4253,-1.6504,-1.7712,0.9444,-0.5952,-0.1977,-1.6592,0.0534],[-2.3548,-0.8421,12.709,18.2765,-2.6135,-0.4927,2.0071,-0.151,0.1339,-1.2539,-0.2822],[-1.0888,-1.0596,16.0739,15.6006,-1.6365,-0.466,-0.9185,-0.0576,0.0437,-1.0944,-0.3545],[-2.7901,-1.2441,13.7229,21.0064,-0.2886,-1.6222,0.604,-0.703,0.2066,-1.2311,-0.4276],[-3.4377,-1.7154,13.0189,20.4838,-0.2313,-1.0324,0.3892,-1.0078,0.213,-1.7542,-0.3126],[-3.0352,-1.7624,11.2447,20.3435,-0.9649,-1.5788,0.5335,-0.3028,-0.012,-1.5922,-0.078],[-3.7658,-1.2318,12.4651,18.7598,-1.3084,-1.0403,0.1759,-0.2326,0.2503,-1.4066,-0.4854],[-3.1648,0.204,11.8444,18.445,-1.9753,-0.6009,0.7106,-0.5098,0.1238,-0.8317,-0.5838],[-3.3389,-0.574,9.0575,20.3799,-0.4192,-2.8548,1.1254,-0.7499,0.2352,-1.3949,-0.1084],[-2.1886,-1.0085,9.5433,19.2063,-0.4923,-0.5817,1.5983,0.2381,0.1057,-1.2943,-0.136],[-3.6096,0.0098,10.2608,17.1257,-0.5353,-0.9331,0.1586,-0.5094,-0.069,-1.2941,-0.2994],[-3.5712,-0.2446,9.8906,16.0725,-1.4669,-0.0739,-0.0851,-0.6344,0.0697,-1.297,-0.2992],[-4.529,-0.4859,6.0321,13.3023,-0.3879,-1.4712,1.7791,-1.1555,0.2822,-0.8109,-0.2123],[-4.3394,-2.6844,9.8258,17.869,-1.6087,-0.5266,2.5386,0.3509,0.2958,-0.9486,-0.1541],[-3.4113,-0.4028,8.2954,11.557,-1.6611,-1.1253,-0.2796,-0.7192,0.0191,-1.1977,0.1425],[-3.4679,-0.7609,8.9163,13.2949,-1.7301,-0.499,-1.5458,-0.973,-0.095,-1.4407,0.1292]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=sable>\ncedar_921\n</parameter>\n<parameter=harbor_meadow>\n022\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=sable>\ncedar_921\n</parameter>\n<parameter=harbor_meadow>\n022\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=sable>\ncedar_921\n</parameter>\n<parameter=harbor_meadow>\n022\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=sable>\ncedar_921\n</parameter>\n<parameter=harbor_meadow>\n022\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0115-renamed-611403","set":"renamed_A","cohort":"need_clarification","family":"record_mutation","action":"clarify","ambiguous":false,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: replace an existing field value.\nReplacement or appended text: not provided. Record identifier: \"birch_644\".\nUnrelated archived note: birch_404, reference 042. These are not inputs to this request.","tools":[{"function":{"description":"Replace an existing field value. Inert synthetic operation.","name":"marble","parameters":{"additionalProperties":false,"properties":{"lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"lumen":{"description":"Record identifier","type":"string"},"quartz":{"description":"Replacement or appended text","type":"string"}},"required":["lumen","quartz"],"type":"object"}},"type":"function"},{"function":{"description":"Append text to an existing field value. Inert synthetic operation.","name":"parcel","parameters":{"additionalProperties":false,"properties":{"lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"lumen":{"description":"Record identifier","type":"string"},"quartz":{"description":"Replacement or appended text","type":"string"}},"required":["lumen","quartz"],"type":"object"}},"type":"function"}],"prompt_tokens":600,"decision":{"rms":0.37810495493400414,"sumsq":146.39345351234078,"hb":[-0.01845,-0.09889,-1.61394,0.27999,-1.11468,0.19382,-0.49799],"lse":22.27855084088218,"logits":[13.507,13.496,11.286,10.813,11.343,8.976,6.929,7.83,8.962,10.099,8.503,16.219,11.492,11.483,12.619,10.476,8.281,9.085,9.768,8.975,19.716,9.605,13.111,14.669,12.82,11.297,11.446,9.177,11.401,8.335,9.384,14.421,14.152,8.314,11.476,8.411,7.441,11.238,8.972,11.684,12.954,7.06,6.483,13.022,4.476,7.135,0.514,11.87,6.881,14.21,3.452,8.143,9.175,8.163,7.702,5.838,9.778,12.74,11.169,7.503,7.78,13.592,3.057,7.079,9.155,12.188,6.361,11.875,2.887,18.237,12.403,9.971,9.693,2.241,6.135,3.916,8.984,5.32,9.093,9.156,8.128,10.38,7.955,8.119,9.287,6.502,9.302,5.642,8.413,12.861,0.666,4.991,15.188,10.061,6.236,6.291,11.444,-3.587,2.599,3.43,5.491,8.202,-0.421,7.707,0.3,12.817,8.686,4.423,6.137,9.946,6.308,11.201,4.914,5.574,6.802,10.069,16.346,4.558,5.849,8.356,11.479,9.9,12.102,13.301,12.94,13.491,3.297,10.146,9.118,6.633,0.69,7.397,3.966,5.769,10.574,8.382,4.083,13.166,4.522,7.979,8.65,14.109,14.991,4.693,1.756,7.257,11.879,-2.006,16.865,0.625,-2.956,8.539,7.332,8.542,3.632,9.078,5.826,8.133,5.872,9.254,7.604,3.39,9.432,-1.617,6.696,4.436,8.411,5.536,-5.989,10.091,11.355,11.129,13.182,5.745,7.979,8.018,10.744,6.866,11.262,7.881,7.19,7.32,5.016,3.506,8.298,16.091,7.46,11.126,0.3,10.149,8.921,2.811,10.731,11.609,7.426,3.891,9.125,12.135,8.148,3.264,7.111,14.225,7.269,2.299,11.104,6.727,10.911,9.471,5.054,9.821,2.712,12.893,15.316,3.932,8.268,11.218,-6.154,3.525,4.468,2.596,9.661,8.927,6.467,4.564,-1.063,4.81,8.351,3.966,1.385,3.215,10.333,-1.414,2.807,9.699,8.153,12.133,3.93,10.992,6.355,8.297,9.131,3.931,3.238,3.87,5.069,11.839,-0.06,-4.193,9.562,10.059,0.086,11.193,8.739,7.57,4.518,0.192,10.903,14.221,6.657,11.158,10.179,10.884,4.644,1.271,10.046,6.129,1.334,8.714,4.188,13.784,0.778,4.685,0.43,-0.114,2.374,9.535,7.414,5.377,10.078,0.742,12.721,7.863,0.359,5.792,2.622,8.913,-0.717,8.568,10.133,10.971,9.321,3.795,10.44,7.817,8.514,10.873,9.11,11.322,13.126,7.489,9.862,4.643,5.061,8.687,7.649,4.308,8.189,11.669,2.647,9.417,5.539,3.642,12.893,5.563,-1.688,-0.438,7.434,5.572,-2.521,1.052,5.13,8.635,8.973,12.288,10.233,10.925,-2.716,-2.917,6.607,9.344,16.152,6.754,3.013,10.873,14.586,7.379,9.324,2.378,2.661,5.974,-1.791,12.343,12.278,12.053,10.534,3.305,8.285,8.013,6.364,5.301,13.014,3.282,-2.441,4.933,9.986,12.113,5.68,11.902,8.725,7.577,0.693,4.93,0.466,0.495,12.708,11.544,11.726,4.373,2.574,4.203,8.492,11.002,1.023,5.636,9.921,4.291,3.289,9.988,8.556,13.767,5.837,-3.155,13.719,2.43,8.128,3.279,1.831,2.576,10.903,13.39,2.954,13.353,3.599,11.771,-0.58,9.563,7.763,3.324,2.032,2.655,3.674,-2.858,4.193,1.087,10.259,2.205,9.568,13.071,-2.938,2.214,9.95,6.94,1.455,4.358,8.54,8.685,-0.7,10.36,6.458,8.502,7.496,9.675,1.802,7.717,4.922,8.1,3.387,0.543,13.383,-0.965,13.108,8.853,6.029,6.078,2.993,5.792,12.752,5.077,13.974,13.049,7.998,8.379,6.903,5.703,1.389,9.085,9.195,0.053,11.306,2.299,6.221,0.403,9.832,-1.82,6.373,1.91,8.95,5.505,6.172,-0.419,2.03,9.829,10.228,6.856,11.554,3.37,-0.54,2.159,8.06,6.458,6.141,12.598,5.847,-1.334,2.835,1.704,0.424,8.037,3.484,3.038,10.512,4.375,8.189,-0.942,7.175,9.803,-0.847,6.355,16.863,7.943,5.094,7.366,5.598,10.397,4.974,5.308,12.288,-0.338,7.665,4.23,6.907,1.496,3.062,5.873,2.22,4.177,1.553,2.584,9.6,12.188,2.843,9.307,-0.249,5.342,7.632,3.737,9.852,13.383,6.036,5.156,7.473,1.369,1.077,-1.05,5.825,6.704,1.415,-2.448,0.182,6.269,4.993,4.702,3.447,4.986,6.234,4.929,7.35,4.379,3.164,7.169,4.158,1.412,1.486,11.898,2.752,5.62,10.655,6.586,4.189,5.462,3.23,4.559,-0.641,0.404,8.269,9.338,4.757,10.144,5.403,6.818,7.1,4.375,-1.755,3.275,6.224,9.461,8.09,2.328,8.801,3.511,-0.225,4.065,6.255,8.942,0.431,6.689,-3.502,5.077,7.552,3.831,2.131,6.442,11.022,-1.371,2.722,2.011,5.546,0.423,10.373,-0.017,9.377,9.275,-3.523,5.899,12.341,-2.047,4.209,2.424,6.688,13.605,4.86,7.97,7.714,4.382,10.667,8.752,-0.636,-2.021,-3.552,0.016,6.409,11.977,6.939,6.951,-1.978,8.17,5.095,7.678,5.376,7.447,10.778,8.14,6.214,2.405,3.094,10.564,3.505,9.215,-2.566,4.911,8.037,1.008,4.523,1.895,7.667,11.011,6.214,1.099,0.858,6.329,8.069,0.062,4.454,9.07,5.576,7.326,6.452,-2.537,4.713,3.103,-0.856,3.707,9.202,7.77,-1.204,2.68,-2.115,12.506,-2.004,4.285,7.577,5.288,8.101,9.996,0.791,7.061,7.257,-1.698,5.979,10.209,-4.932,-0.317,2.981,4.013,0.464,5.143,6.725,8.103,-0.101,3.336,3.055,2.787,7.565,10.157,1.935,1.37,0.191,8.942,3.706,8.496,5.276,5.462,11.593,6.579,4.086,5.177,0.796,2.673,5.832,0.324,4.339,2.818,1.486,-0.187,12.348,-2.279,5.261,3.881,1.97,4.694,8.499,-1.4,7.597,10.964,1.874,0.626,6.55,7.734,4.749,4.324,4.756,1.029,4.573,0.815,3.807,6.945,-0.388,11.828,8.013,3.978,4.339,2.114,3.035,5.169,-1.384,8.574,7.871,0.924,12.406,2.756,3.698,5.852,4.868,3.546,7.404,1.686,2.527,2.672,6.222,0.943,-1.603,9.034,1.849,-1.033,6.751,0.582,-3.166,1.086,8.974,0.39,4.827,-2.581,3.069,8.892,7.035,4.853,0.532,1.337,0.251,3.335,-1.973,-2.801,6.483,7.306,1.024,-0.526,1.308,5.808,2.307,5.434,11.656,-3.385,5.583,4.667,4.118,6.775,8.464,-0.941,3.78,2.531,9.442,-0.791,-0.215,5.207,2.414,-1.388,-2.05,-1.074,2.125,1.036,2.225,5.865,-1.323,8.005,4.132,2.128,-2.253,-2.526,-4.246,2.059,2.855,1.01,5.434,0.681,6.985,0.846,4.992,1.496,0.571,0.013,-1.447,2.644,2.273,4.841,2.744,3.56,0.182,3.899,0.503,2.566,0.19,-2.512,2.253,1.689,-0.867,-0.288,2.106,-0.703,1.186,11.921,10.443,0.97,2.903,1.734,4.127,4.989,-0.791,-0.746,3.488,1.233,-1.779,-0.458,-0.365,-4.866,5.121,-1.203,1.982,-0.276,1.886,-2.445,-0.334,4.689,0.143,-0.463,2.021,0.054,1.376,-0.931,-0.813,-2.031,2.844,0.574,-0.591,1.637,0.35,2.118,1.646,4.225,1.372,0.021,-1.411,0.758,1.253,1.205,3.27,3.005,5.993,2.721,-2.63,-4.134,5.603,4.177,1.305,1.957,2.928,3.777,0.663,-1.086,1.245,-1.438,-1.072,3.939,-0.421,1.749,2.229,6.075,1.976,2.463,1.905,3.252,-0.181,4.805,-0.794,1.197,1.554,0.117,3.94,1.273,0.764,2.235,-3.612,-1.299,5.783,1.023,-0.339,1.187,1.173,5.086,-1.252,6.68,1.203,4.364,1.214,1.404,0.291,-1.055,4.375,3.051,1.123,3.072,-1.922,0.761,2.902,5.12,0.474,4.217,1.205,3.499,1.529,-1.172,3.613,4.669,5.01,2.103,0.462,2.419,-3.206,-0.987,-0.422,-2.621,2.515,-2.32,1.746,0.366,0.238,0.68,0.669,4.186,4.769,0.531,0.543,2.173,1.059,0.468,0.269,3.229,0.887,0.941,8.023,1.786,4.517,4.193,7.13,1.055,6.157,-1.156,1.823,0.769,-0.677,-1.381,-1.918,-0.351,2.014,4.523,-0.087,3.179,2.36,1.978,-0.072,3.178,1.999,1.092,4.383,0.355,4.029,4.184,-1.323,-1.526,-0.709,1.185,-1.394,-1.251,-0.398,-1.612,2.801,-2.378,4.229,3.488,-1.022,-0.344,3.631,4.242,0.249,3.659,4.219,1.457,-3.405,9.533,22.136,10.71,11.753,11.112,15.037,12.606],"base_top":[[248058,22.136],[40,19.716],[760,18.237],[2665,16.865],[27775,16.863],[1919,16.346],[27,16.219],[12189,16.152],[3928,16.091],[5328,15.316]]},"positions":{"tokens":[248058,198,27,1628,28,5437,863,29,198,27,15704,39287,26994,29,198,42404,329,62,21,19,19,198,510,15704,29,198,27,15704,28,438,20932,29,198,1856,3766,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","mar","ble",">","\n","<","parameter","=l","umen",">","\n","bir","ch","_","6","4","4","\n","</","parameter",">","\n","<","parameter","=","qu","artz",">","\n","not"," provided","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[1.2922,0.7354,-0.4627,-1.9108,-1.8204,0.9875,-0.3314,-0.0862,0.2109,-0.8023,-0.1234],[-4.1176,0.5029,8.0684,15.3907,-1.1586,-2.0496,1.4438,-0.7924,0.1807,-0.6773,-0.4157],[-3.4532,-0.4963,11.8667,16.8093,-2.0413,-0.0891,-0.5283,-0.2782,0.1426,-1.0001,-0.2264],[-2.0169,-0.6077,11.8987,16.6302,-2.6946,-0.3615,0.9042,-0.6946,0.1473,-0.729,-0.0892],[-1.5138,-0.754,11.1326,14.0712,-2.6124,-0.258,-1.8228,-0.4319,0.2695,-0.8807,0.2944],[-0.747,-1.0771,14.2048,14.3932,-1.9373,-0.5173,-1.4977,-0.8151,0.465,-1.1296,-0.4636],[-1.6397,-1.1341,9.819,16.7644,0.7194,0.0902,-1.2048,-0.6629,0.189,-1.4324,-0.1481],[-4.285,-0.8427,10.1441,20.926,-1.2781,-1.0059,0.8035,-0.9203,0.0458,-0.9283,0.0941],[-4.6843,-0.5132,11.1532,21.8761,-1.7292,-1.8848,1.0981,-0.3543,0.0526,-0.8418,-0.3883],[-4.8205,-0.7469,11.3586,18.143,-2.2894,-1.0887,-0.576,-0.4037,-0.1508,-1.0185,-0.315],[-1.073,-1.1205,10.4489,17.7574,-2.8334,-0.8181,2.4403,-0.7176,-0.0677,-0.8865,-0.5226],[-1.5111,-1.3774,11.1629,20.5962,-3.2273,-0.6944,-2.6075,-0.8116,-0.0713,-1.2094,-0.013],[-2.139,-1.3459,10.2282,15.6158,-2.8851,-2.3155,-0.7286,-0.9481,-0.1646,-0.8817,0.1346],[-4.156,-2.2016,13.2133,22.7985,-2.0628,-2.5579,0.0113,-0.7216,-0.0027,-1.5312,0.0731],[-2.8932,-1.4953,16.3784,19.7154,-3.3218,-1.3396,0.5315,0.0235,0.1023,-1.1336,-0.2866],[0.4952,-1.2633,18.0196,14.6266,-1.0545,-1.5606,-2.017,-0.3658,-0.0052,-1.2526,-0.1834],[-3.061,-1.6296,12.1934,19.4622,-1.2947,0.2344,1.3801,-0.656,0.0686,-1.4031,0.3959],[-2.2108,-0.399,12.088,20.7381,-1.6883,-0.2595,0.8711,-1.1811,0.1238,-1.8361,0.0839],[-1.0373,-2.0435,17.1332,20.2974,-1.791,-0.8874,-1.7622,-0.5105,0.186,-1.6793,-0.3748],[-2.6316,-2.875,14.4202,21.818,-1.1157,-2.0012,-0.7848,-1.1212,0.037,-1.7636,-0.2999],[-2.3035,-1.9274,13.554,22.064,-0.0275,-1.7543,-0.1202,-1.5087,0.0887,-1.8111,-0.2262],[-3.2749,-1.3626,11.6438,21.128,-1.0695,-1.7147,0.9738,-0.5316,0.174,-1.6134,-0.3283],[-4.542,-2.1211,13.6384,20.3909,-2.093,-1.0544,0.8108,-0.5291,0.1803,-1.4844,-0.585],[-2.6622,0.1392,11.4107,17.4733,-1.8813,-1.3162,0.6809,-0.4254,-0.031,-0.66,-0.5768],[-5.0366,-1.309,10.2936,21.6064,-1.0628,-3.0103,0.9161,-1.0402,0.3343,-1.3063,-0.2532],[-1.7874,-1.374,11.589,20.9668,-1.7467,-0.6265,1.655,-0.0762,0.1492,-1.2129,-0.3601],[-3.8989,-0.578,11.2781,18.1248,-1.4449,-1.3709,0.1526,-0.5203,-0.083,-1.3416,-0.3641],[-1.6088,-1.3394,12.7038,20.0267,-2.8557,-2.0224,2.5011,-0.9296,0.1458,-1.2967,-0.2694],[-1.7715,-1.6959,13.2251,20.0485,-3.7884,-1.1348,-1.9445,-0.8238,0.1869,-1.6088,0.1475],[-1.5897,-1.6435,15.4562,17.15,-2.5643,-1.6075,-1.6948,-1.1228,0.2839,-1.673,-0.4663],[-2.3322,-1.7465,10.5065,17.3916,-1.6639,0.2661,-0.4996,-1.0357,-0.0652,-1.4998,-0.1834],[-2.3478,-0.0678,9.7023,19.3285,-1.0623,-2.4617,-0.1129,-0.936,-0.2875,-1.6618,-0.1062],[-0.5119,-0.1494,11.8852,16.7619,-1.6094,-1.4531,1.0756,-0.3525,-0.0224,-1.3458,-0.5283],[0.5423,-0.4022,14.4128,11.193,-0.2628,-1.8744,-2.1311,-0.1254,-0.0814,-1.1557,-0.5752],[-2.0003,-1.7403,9.6894,19.7119,-1.0468,-1.5505,0.1009,-0.9495,0.0435,-1.677,-0.2646],[-2.1633,-0.8702,7.4306,18.5018,-1.0948,-2.0261,1.293,-0.6356,-0.0383,-2.0264,-0.2764],[-3.6463,-1.5859,11.6942,18.0494,-1.5855,-0.8855,0.0514,-0.6498,0.1964,-1.5479,-0.6454],[-3.364,-0.5003,11.3999,18.7002,-1.6223,-0.6228,1.2594,-0.6058,0.15,-0.9434,-0.6097],[-4.7119,-0.1177,9.1548,20.9227,-1.2316,-1.9314,0.5102,-0.916,0.2524,-1.4077,0.0266],[-2.7923,-0.9365,8.8511,19.4628,-1.3742,-0.1765,1.7031,-0.2063,0.2755,-1.3047,-0.3166],[-4.1718,-0.0142,9.9948,16.5492,-1.0877,-0.2725,-0.7151,-0.542,-0.0635,-1.3316,-0.0472],[-4.0871,-0.4863,10.4032,17.2259,-1.879,-0.538,-1.3646,-0.9137,0.3104,-1.0168,-0.4035],[-4.4219,0.2814,6.2454,13.8947,-0.6825,-2.1847,1.6548,-1.4071,0.2906,-0.9749,-0.1093],[-2.7637,-1.7957,9.5989,15.9161,-1.2751,-1.0159,2.649,-0.1895,0.4004,-1.242,-0.3051],[-4.2855,-0.729,8.4153,12.732,-1.6759,-1.1052,-0.2579,-1.0236,-0.0125,-1.2766,0.1324],[-2.8105,0.2596,8.4025,12.6982,-1.7169,-0.4464,-1.4984,-1.081,-0.0006,-1.4915,0.0882]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=marble>\n<parameter=lumen>\nbirch_644\n</parameter>\n<parameter=quartz>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":46,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"discovery-611401-0205-renamed-611403","set":"renamed_A","cohort":"valid_call","family":"archive_state","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> meadow {\"quartz\": \"maple_475\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_895, reference 064. These are not inputs to this request.\nPlease restore an archived record to active state.\nRecord identifier: \"maple_475\".","tools":[{"function":{"description":"Restore an archived record to active state. Inert synthetic operation.","name":"meadow","parameters":{"additionalProperties":false,"properties":{"quartz":{"description":"Record identifier","type":"string"},"velvet":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["quartz"],"type":"object"}},"type":"function"},{"function":{"description":"Mark a record archived. Inert synthetic operation.","name":"orbit","parameters":{"additionalProperties":false,"properties":{"quartz":{"description":"Record identifier","type":"string"},"velvet":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["quartz"],"type":"object"}},"type":"function"}],"prompt_tokens":542,"decision":{"rms":0.37869413100029964,"sumsq":146.85004273056984,"hb":[0.04524,-0.00869,-2.00648,0.25985,-1.50341,0.26334,-0.74938],"lse":23.511450764431505,"logits":[13.372,12.874,9.884,11.127,10.993,10.142,6.448,7.589,9.966,9.769,9.762,17.027,11.031,9.867,13.743,10.166,9.363,9.943,11.157,10.19,19.129,10.426,12.733,13.023,12.876,11.428,12.071,9.819,11.802,9.412,10.004,14.386,13.414,7.637,11.509,8.5,9.979,10.001,8.997,11.412,11.447,9.622,7.285,11.509,4.826,5.314,0.178,10.224,6.074,13.019,4.629,7.735,9.443,6.805,8.688,6.053,9.209,13.688,10.284,5.895,6.732,13.158,4.513,7.78,8.996,11.696,5.972,11.463,1.556,16.935,9.862,6.811,7.891,-0.513,6.893,3.247,10.052,6.172,8.835,8.415,9.336,8.663,7.34,8.159,10.975,5.045,7.353,5.278,8.344,12.984,0.45,4.534,14.716,12.245,5.229,6.604,10.442,-3.833,4.503,4.707,6.117,8.526,1.721,6.646,0.184,12.582,8.618,3.996,7.34,10.791,5.729,10.05,4.737,5.924,7.747,10.366,14.47,3.921,8.027,7.074,12.937,10.96,12.219,13.247,12.015,10.698,2.949,10.868,7.768,9.844,1.319,5.938,4.282,6.499,12.515,6.551,4.479,11.529,4.803,7.658,9.026,12.806,12.707,4.119,-1.064,7.698,10.221,0.465,14.819,1.444,-1.66,8.147,6.945,7.621,5.639,9.205,6.173,7.452,7.409,9.141,7.558,6.06,9.146,-1.35,7.733,3.778,7.84,3.916,-4.92,8.356,9.989,10.191,11.486,6.038,7.985,4.986,6.466,7.387,10.618,8.265,6.757,5.31,5.716,4.861,8.196,14.053,6.081,11.645,-1.908,9.709,9.443,2.705,9.761,11.415,3.899,3.365,9.571,9.395,7.976,3.252,7.776,12.983,6.752,3.882,11.578,7.799,8.445,5.45,5.291,10.321,2.505,10.631,14.431,3.32,7.836,6.753,-5.172,-0.22,5.418,4.155,7.032,8.331,7.687,4.075,-0.937,5.389,6.101,4.512,1.793,4.445,8.664,-2.298,2.236,10.029,8.739,11.707,2.154,11.38,6.743,7.761,5.809,3.725,3.054,2.481,3.252,11.155,0.418,-5.934,6.56,9.533,0.696,10.232,8.135,10.22,3.562,-2.978,12.658,11.432,7.093,9.557,7.099,10.696,4.838,1.346,6.279,3.953,0.684,9.92,3.788,14.443,0.242,4.685,1.975,1.582,1.834,7.783,6.574,5.817,8.441,1.008,8.833,8.484,0.011,4.867,4.781,8.788,-0.906,7.277,12.24,10.347,8.312,5.312,10.715,6.247,7.502,9.304,7.715,11.003,13.602,9.693,9.403,5.803,5.892,8.743,6.359,4.742,5.167,11.209,2.549,9.59,6.334,4.048,11.715,4.45,-1.039,-2.417,7.224,5.548,-3.846,-0.278,5.052,9.734,8.901,8.996,10.767,10.231,-2.997,-4.48,7.179,8.924,13.137,7.581,1.955,8.513,12.453,7.992,8.837,2.229,2.54,6.194,-2.697,10.556,12.374,12.722,10.992,3.873,8.873,3.849,7.141,1.222,9.638,4.079,-1.445,5.915,8.376,12.088,5.939,10.149,9.892,9.956,0.928,5.142,0.163,0.007,11.022,8.784,13.343,4.311,4.112,3.138,9.644,9.55,1.922,5.36,9.097,4.547,3.858,9.1,8.381,12.531,4.44,-2.989,12.907,2.834,8.984,5.789,1.73,2.169,7.169,11.446,4.915,10.774,4.427,9.632,0.86,8.373,7.252,3.496,1.879,0.471,3.471,-2.757,4.746,2.183,10.79,0.153,9.088,11.169,-4.513,3.117,9.726,8.504,-1.836,4.517,9.514,8.854,-3.012,12.596,5.934,10.607,8.07,10.666,4.142,6.681,5.267,10.261,4.769,1.184,10.958,-0.717,12.053,8.652,4.489,4.971,2.789,3.261,8.835,4.928,10.947,11.01,7.488,7.423,6.884,4.606,2.241,5.748,9.932,1.025,11.019,0.815,6.422,-1.442,10.363,-4.472,5.177,2.582,7.124,5.249,7.326,0.557,1.876,8.677,7.962,5.06,9.418,2.534,-0.553,3.064,9.487,7.542,6.482,12.412,4.862,-0.045,2.601,2.42,0.441,7.258,5.757,3.172,7.813,5.292,9.096,-0.891,7.677,8.199,-1.632,6.712,14.913,8.467,5.245,5.521,7.021,7.447,6.911,5.252,10.135,0.864,8.568,3.301,5.862,0.908,3.988,5.124,0.339,5.57,-0.442,4.936,9.459,13.695,3.213,9.117,-0.105,2.488,7.533,4.169,5.863,11.425,3.621,6.756,7.984,1.766,3.091,-2.062,6.739,6.122,1.28,-2.587,1.208,5.857,4.678,5.231,4.315,4.792,4.509,5.157,6.792,5.26,5.995,5.73,4.508,0.056,1.495,10.192,1.478,4.817,9.406,6.223,5.558,6.414,1.806,5.274,-1.308,2.48,7.904,9.575,4.728,11.724,2.484,8.322,9.801,4.385,-0.574,1.968,6.878,9.356,5.152,1.034,9.488,3.217,0.676,5.623,3.56,7.988,1.934,4.398,-2.96,6.317,5.561,0.743,1.868,8.398,7.776,-0.11,3.878,1.405,5.701,1.006,10.824,-1.431,10.228,8.669,-2.727,5.605,7.898,-2.631,1.612,3.803,5.325,13.579,1.757,6.761,9.597,4.037,11.469,10.06,0.629,-0.179,-3.158,1.352,6.839,10.122,7.584,7.159,-1.845,6.662,2.388,6.803,5.383,7.736,9.533,6.68,4.767,2.485,5.4,10.627,3.121,8.791,-2.916,4.628,6.563,3.173,2.741,2.797,7.719,12.029,7.375,1.204,-0.384,4.244,8.687,0.721,5.887,8.993,6.179,7.481,7.22,-2.115,3.95,2.753,-1.062,2.367,8.546,7.235,-3.218,1.129,-0.261,10.069,-1.888,3.865,7.952,6.975,6.479,10.328,2.489,6.061,6.708,-1.344,6.384,9.727,-4.929,0.224,1.184,5.766,0.873,6.841,7.199,7.598,1.37,3.083,3.164,2.512,7.192,10.672,2.564,2.739,-0.656,9.226,3.596,7.811,5.789,5.044,9.841,5.753,4.046,6.854,2.879,2.446,5.599,0.827,4.714,2.175,0.998,0.061,13.301,-2.717,5.682,0.995,0.012,5.298,8.936,-1.647,6.641,11.79,1.286,1.556,3.852,5.919,5.624,2.732,4.043,2.0,3.901,2.282,1.672,8.415,0.059,10.087,9.366,5.569,4.09,-0.88,3.841,5.206,-0.002,7.722,7.919,1.222,12.505,0.369,3.443,5.327,5.165,3.747,8.389,3.793,2.09,2.077,5.783,0.586,-1.633,8.989,-1.753,2.389,7.831,2.577,-1.584,2.369,6.945,1.437,3.138,-2.38,3.629,8.075,6.025,3.978,1.494,1.871,-0.475,5.175,0.486,-1.955,9.347,7.121,0.656,-1.131,2.729,7.024,3.229,6.497,11.145,-2.613,4.31,5.68,5.182,3.585,9.543,-1.546,4.322,1.277,8.278,-2.799,-1.267,6.734,1.107,-0.342,-1.934,-0.311,2.366,0.198,2.194,4.767,0.236,5.748,5.017,1.697,-1.282,-0.701,-2.337,2.935,1.371,1.38,6.364,0.967,5.987,1.173,6.045,1.901,-0.461,2.375,0.361,1.681,1.697,4.148,2.817,4.3,-0.502,4.124,-0.465,2.857,1.368,-2.836,3.431,1.192,0.752,0.596,3.175,0.621,1.658,12.047,8.92,1.063,2.8,2.897,1.019,2.959,0.031,-1.685,2.569,1.746,-1.491,0.879,-0.101,-5.289,5.066,-0.714,1.856,-0.596,2.603,-1.631,-1.732,5.403,-0.439,-2.02,1.007,0.709,0.655,-0.802,-0.474,-0.685,2.672,2.175,0.023,0.789,-0.739,0.742,1.259,1.77,-0.478,-1.069,-3.599,0.912,-0.41,0.571,1.962,2.404,5.961,2.247,-2.999,-3.088,4.6,3.869,0.265,1.185,3.603,4.685,0.108,-1.914,1.827,-1.016,0.55,3.725,-0.05,2.307,2.679,5.826,2.691,4.136,3.425,4.3,0.778,4.282,-1.705,0.314,1.801,0.785,6.249,2.973,1.665,2.921,-3.438,-1.522,6.351,1.755,0.348,2.003,2.841,3.247,-1.112,5.384,-0.986,3.91,1.642,2.222,0.692,0.205,4.265,1.421,-0.075,2.003,-2.31,-0.189,2.662,5.289,1.586,3.522,0.495,2.493,2.681,-0.59,5.905,5.925,3.479,1.173,1.191,0.732,-2.956,-1.723,-0.415,-4.503,2.255,-0.873,2.011,-1.493,1.335,-1.174,0.478,5.664,2.928,-0.08,3.36,1.186,-1.154,-0.233,2.519,3.797,1.629,-1.622,6.477,1.619,1.52,3.752,4.392,0.714,3.503,-2.055,2.33,-0.636,0.168,0.116,-2.997,0.729,2.572,2.345,0.988,2.718,4.225,2.376,0.321,3.214,0.787,2.201,4.865,1.765,4.059,3.408,-1.085,-0.923,-0.787,0.96,-1.572,-1.946,0.157,0.152,1.318,-3.534,1.434,2.171,-1.491,0.243,2.072,4.902,-0.11,3.978,3.878,1.949,-4.169,10.852,23.49,11.383,12.84,11.602,16.67,14.187],"base_top":[[248058,23.49],[40,19.129],[27,17.027],[760,16.935],[248068,16.67],[27775,14.913],[2665,14.819],[1206,14.716],[1919,14.47],[8160,14.443]]},"positions":{"tokens":[248058,198,27,1628,28,2573,5662,29,198,27,15704,28,438,20932,29,198,2117,273,62,19,22,20,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","me","adow",">","\n","<","parameter","=","qu","artz",">","\n","map","le","_","4","7","5","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.2046,-0.9279,0.6379,0.3238,-1.7583,1.1874,0.2575,-0.1309,0.1027,-0.6286,-0.1467],[-4.4032,0.9663,7.7036,15.0743,-0.6818,-1.7693,2.4353,-0.9753,0.2,-0.5926,-0.3649],[-4.4939,-0.676,11.3033,18.2475,-1.5044,-0.047,0.3244,-0.1894,0.1166,-0.7466,-0.2687],[-2.7563,-1.4452,11.0051,17.6016,-2.0995,0.4699,1.6641,-0.8212,0.1937,-0.5033,-0.1332],[-2.4757,-1.9347,12.5254,18.6683,-2.5905,0.2043,-0.4953,-0.6839,0.3205,-0.8628,0.0626],[-1.3672,-2.0568,15.6171,16.433,-1.5261,0.0841,0.4366,-1.2879,0.3605,-1.0471,-0.3796],[-2.7486,-3.1256,11.9102,19.9366,-0.3399,-0.2053,0.1328,-0.8805,-0.0418,-1.099,0.3752],[-4.9142,-2.3053,11.947,22.2204,-1.6237,-1.0512,1.5009,-1.0303,0.0978,-1.1276,-0.052],[-4.8976,-0.9961,11.7173,22.4623,-2.1081,-2.1679,1.9335,-0.4627,0.1029,-1.078,-0.325],[-5.0531,-0.8688,12.3262,18.9813,-1.9337,-1.5296,-0.3622,-0.4747,-0.1271,-1.2677,-0.2745],[-1.0867,-1.2865,11.1442,17.6546,-2.7963,-1.3892,3.4126,-0.7859,0.0474,-1.0413,-0.4685],[-2.2422,-1.9408,13.2704,19.6448,-3.1576,-2.0926,-1.4364,-0.6493,0.2132,-1.3205,0.2256],[-1.4329,-2.069,16.265,18.1457,-2.2826,-1.7028,-1.8819,-1.3321,0.391,-1.4515,-0.3907],[-2.5831,-0.996,10.5517,16.667,-1.8411,-0.4973,-0.4908,-0.8435,-0.052,-1.2056,-0.0677],[-4.83,-1.7129,13.5435,22.2791,-2.4446,-1.9569,0.5256,-0.8155,0.0126,-1.7537,0.0929],[-4.0324,-1.8617,15.9035,20.0883,-3.2138,-1.2207,2.4187,-0.5098,0.1856,-1.4833,-0.0462],[-2.3142,-2.0582,19.9707,15.9207,-1.0782,-1.173,-0.4021,-0.8346,0.1803,-1.4296,-0.029],[-3.0925,-1.1867,14.2179,20.9478,-0.1585,-0.4762,-0.7072,-1.397,0.3271,-1.4315,0.1804],[-4.1603,-1.3202,13.895,22.8633,-1.7982,0.1677,0.2347,-1.4129,0.2714,-1.5133,-0.0536],[-2.4104,-2.7434,17.0641,21.5358,-1.1919,-0.0799,-1.438,-0.7513,0.1174,-1.6697,-0.5303],[-4.0817,-1.5069,13.7125,20.0115,0.6244,-0.945,-0.4847,-1.1749,-0.0079,-1.4662,-0.5999],[-3.4291,-1.8138,13.7425,21.6326,-1.1115,-2.6131,-1.2136,-1.416,0.1184,-1.6787,-0.3189],[-3.985,-1.4537,12.5526,21.6765,-0.7182,-1.3195,0.0177,-0.7958,0.3212,-1.5102,-0.1231],[-3.9809,-1.0839,12.4864,18.2134,-1.3021,-0.9063,0.6897,-0.6777,0.3327,-1.5125,-0.568],[-2.7719,0.2183,11.1522,16.8129,-1.3364,-0.8386,0.8604,-0.3874,0.0032,-0.6811,-0.4298],[-3.0915,0.1668,9.2296,21.0043,-0.6619,-2.4683,0.5584,-0.865,0.3658,-1.317,-0.0884],[-2.5358,-1.7585,11.0513,21.5128,-1.0714,-0.6611,1.0706,-0.3484,0.047,-1.0858,-0.2572],[-3.2614,0.3732,10.3401,16.5043,-1.2481,-0.8389,-0.3476,-0.7776,-0.0592,-1.2659,-0.3141],[-4.0272,-0.3158,11.3171,18.9534,-1.7957,-0.4582,-0.9413,-0.8518,0.1127,-1.0624,-0.4368],[-4.2403,0.2418,6.2632,13.5376,-0.5737,-1.5912,2.2716,-1.2145,0.248,-0.7867,-0.2101],[-4.4852,-3.024,10.556,18.0786,-1.3096,-0.3416,3.4215,-0.0821,0.2823,-1.1049,-0.0778],[-4.763,-0.2415,8.4724,12.7702,-1.7821,-1.1849,-0.1082,-0.981,-0.1136,-1.2065,0.1306],[-3.6501,-0.1517,8.3348,12.0158,-1.667,-0.3698,-1.6879,-1.1078,0.0108,-1.4951,0.0533]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=quartz>\nmaple_475\n</parameter>\n</function>\n</tool_call>","n_tokens":33,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=quartz>\nmaple_475\n</parameter>\n</function>\n</tool_call>","n_tokens":33,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=quartz>\nmaple_475\n</parameter>\n</function>\n</tool_call>","n_tokens":33,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=quartz>\nmaple_475\n</parameter>\n</function>\n</tool_call>","n_tokens":33,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0247-renamed-611403","set":"renamed_A","cohort":"ambiguous","family":"substring_position","action":"clarify","ambiguous":true,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_426, reference 020. These are not inputs to this request.\nThe operation I need is: find the first position of a term in stored text.\nText to locate: either \"birch_304\" or \"birch_3049\", with no preference specified. Stored document identifier: \"maple_129\".","tools":[{"function":{"description":"Find the last position of a term in stored text. Inert synthetic operation.","name":"sable","parameters":{"additionalProperties":false,"properties":{"lumen":{"description":"Stored document identifier","type":"string"},"orbit":{"description":"Text to locate","type":"string"},"tango":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["lumen","orbit"],"type":"object"}},"type":"function"},{"function":{"description":"Find the first position of a term in stored text. Inert synthetic operation.","name":"plum_quartz","parameters":{"additionalProperties":false,"properties":{"lumen":{"description":"Stored document identifier","type":"string"},"orbit":{"description":"Text to locate","type":"string"},"tango":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["lumen","orbit"],"type":"object"}},"type":"function"}],"prompt_tokens":633,"decision":{"rms":0.4430205863019644,"sumsq":200.97662964463234,"hb":[0.03532,-0.09841,-2.28455,0.2285,-1.66553,0.23941,-0.6304],"lse":23.466834613650224,"logits":[12.967,11.769,11.495,12.467,12.03,11.138,8.474,9.491,11.526,11.4,10.831,15.926,11.663,10.515,13.731,9.583,8.735,9.995,10.695,9.728,20.059,11.257,11.343,13.051,12.49,12.352,10.157,9.965,11.568,8.896,9.425,13.524,14.428,8.012,11.533,9.219,8.965,10.244,10.172,9.769,10.647,8.381,7.714,10.535,4.957,6.367,0.162,9.608,5.942,14.43,4.066,8.7,8.532,7.494,7.582,4.847,9.931,13.864,10.387,7.374,7.253,14.046,4.337,8.252,8.979,11.231,4.465,9.838,1.467,18.585,8.094,6.459,9.229,-1.191,8.135,3.105,11.288,6.959,8.448,8.052,9.335,8.283,8.064,8.361,10.388,5.735,6.18,4.457,11.687,10.709,1.221,4.957,15.712,12.334,4.453,6.906,13.114,-2.858,3.744,3.936,7.586,8.656,1.365,7.728,0.713,13.169,10.182,3.749,7.894,10.327,6.256,10.146,4.981,5.771,6.794,11.118,15.509,4.755,7.314,7.903,12.892,11.862,13.098,12.79,13.118,10.602,3.561,11.74,8.495,9.445,2.577,6.353,2.931,6.166,11.688,8.015,4.93,13.887,4.468,9.783,8.442,13.544,12.395,4.124,0.97,8.651,12.39,0.49,15.885,1.5,-0.757,8.743,6.658,7.18,6.806,9.156,6.814,7.987,9.302,10.242,8.305,5.062,10.267,-1.481,8.109,3.484,9.5,5.662,-5.756,9.754,12.23,11.3,13.29,7.144,8.516,6.142,7.416,6.052,11.753,9.117,6.535,4.299,6.532,2.792,8.097,16.744,5.251,10.578,-2.325,9.684,10.537,3.576,11.886,11.984,5.328,3.996,9.346,11.186,9.009,1.905,6.321,11.108,7.009,3.982,13.734,7.604,9.695,7.221,5.25,14.109,2.11,11.035,14.158,3.106,6.705,5.36,-5.24,0.906,4.238,4.012,7.208,10.878,7.382,4.232,-0.301,5.615,8.218,4.939,1.402,4.636,10.74,-0.941,2.839,6.204,9.182,13.353,3.398,11.413,7.126,9.215,6.196,4.766,4.359,2.795,4.295,12.7,-0.235,-4.335,7.731,9.395,0.209,11.227,9.274,9.1,5.306,-2.821,12.213,11.636,8.404,11.749,8.333,10.675,5.753,2.205,4.247,6.332,2.024,10.868,5.583,14.548,1.592,3.94,0.091,0.586,1.616,7.958,7.553,6.771,8.126,0.72,10.299,9.261,1.216,5.547,4.889,7.547,1.227,7.233,12.013,12.094,7.21,7.071,10.699,7.345,8.156,12.588,8.483,11.298,14.844,9.261,11.065,6.27,6.586,9.474,7.303,6.533,5.483,10.733,1.551,10.432,6.402,5.135,13.293,4.185,-0.509,-2.448,8.723,7.452,-4.586,0.006,4.041,9.711,8.542,8.345,8.796,10.166,-3.066,-2.79,7.533,8.967,15.651,8.683,2.566,11.041,12.742,5.619,10.632,1.754,2.492,6.632,-2.062,10.531,11.731,11.994,9.096,4.829,9.664,3.959,7.045,2.87,10.061,4.386,-1.637,6.424,8.81,13.564,7.585,10.44,10.726,8.44,2.619,5.037,0.393,0.564,11.84,10.525,12.336,5.48,2.962,4.721,9.25,10.641,2.494,8.511,10.981,4.924,4.712,10.261,8.427,12.816,4.999,-3.247,15.344,4.82,7.981,3.94,1.955,1.929,8.026,10.882,4.6,10.048,6.151,12.266,0.506,8.907,8.049,3.473,1.91,2.357,3.934,-1.998,6.042,3.123,11.95,0.378,9.845,11.106,-2.85,2.535,10.261,8.399,0.51,4.721,8.922,9.352,-1.49,11.774,7.679,10.153,7.365,13.179,3.931,7.18,6.39,10.162,4.703,0.395,13.301,-1.548,14.356,8.221,3.42,6.047,2.257,6.202,7.612,6.839,12.441,11.754,9.626,6.506,7.283,5.31,2.529,5.858,10.185,0.626,11.876,1.837,7.716,-1.202,9.93,-2.334,4.616,3.139,10.093,6.364,6.14,-0.347,1.67,10.542,9.296,5.824,8.315,3.251,1.012,2.961,7.774,7.572,7.317,12.253,7.258,0.204,3.129,1.707,1.839,7.828,6.076,3.208,8.415,5.703,9.599,0.586,8.155,10.297,0.299,8.012,16.976,10.202,6.907,5.193,8.073,9.026,5.376,6.155,11.342,1.639,7.346,1.917,7.134,1.024,5.21,4.8,0.514,4.641,0.759,5.544,9.998,13.547,2.657,8.32,1.313,2.425,7.949,5.019,7.252,13.274,4.909,6.745,9.803,1.778,1.381,-0.643,5.834,6.978,0.238,-2.037,1.37,6.932,5.146,5.434,4.007,5.989,4.733,5.546,7.121,3.194,5.503,6.415,5.187,1.403,-0.027,9.034,1.451,4.93,10.509,7.104,5.344,6.673,2.27,6.361,-2.038,2.926,7.082,10.25,4.026,10.23,2.942,9.507,9.344,4.624,0.035,2.297,7.381,9.762,6.397,1.426,9.701,1.889,-1.013,4.846,4.402,9.421,2.591,6.437,-2.532,6.851,5.879,0.652,1.556,6.358,9.145,-0.671,4.365,0.855,7.043,0.238,9.93,0.948,10.095,8.704,-1.286,5.683,8.346,-1.402,2.193,3.286,5.771,12.334,1.975,7.563,8.794,3.925,11.737,10.299,0.617,-1.291,-1.747,1.144,7.341,9.873,8.919,8.071,-1.611,6.483,2.427,7.904,4.463,6.972,12.544,4.926,3.999,2.387,6.425,12.147,4.544,8.248,-2.732,2.891,4.868,2.289,3.485,3.153,8.378,11.679,7.137,1.199,1.846,4.58,10.835,1.037,5.537,7.564,6.159,8.562,6.158,-1.639,3.01,2.334,-0.749,1.529,8.733,8.573,-3.514,1.518,-0.599,12.738,-2.258,5.455,9.109,7.715,6.652,8.506,2.803,6.468,7.25,-0.463,6.095,9.692,-4.218,-1.092,1.841,5.983,0.974,7.455,8.274,6.329,0.559,3.042,3.802,2.2,6.535,12.196,1.923,3.334,-0.841,9.843,4.668,9.219,4.785,6.369,10.024,7.314,2.61,6.529,1.469,2.677,6.507,0.715,5.739,2.394,1.398,0.34,13.043,-1.267,6.093,3.476,-0.173,5.052,8.233,-1.41,8.11,11.238,1.653,0.96,4.644,5.045,6.04,2.823,4.506,1.258,4.835,2.636,1.428,8.424,0.097,8.47,8.164,4.345,4.371,-0.406,3.69,3.807,0.951,9.292,8.705,2.631,12.1,1.701,3.11,6.358,6.098,4.593,7.24,2.94,1.562,3.118,6.108,1.834,0.008,8.443,-1.568,0.584,6.835,1.889,-3.178,3.325,6.009,2.477,2.902,-1.875,1.61,10.126,5.442,3.318,-0.149,1.184,0.877,3.117,-0.814,-4.05,7.74,7.367,1.517,-1.634,2.562,6.204,2.592,7.782,10.086,-2.419,4.484,5.81,5.375,4.566,8.534,-1.065,4.463,0.904,9.402,-1.466,-0.21,5.615,2.198,0.767,-0.446,-0.276,2.335,0.972,3.115,5.857,0.853,6.349,5.09,2.516,-0.819,-0.75,-1.148,2.287,1.937,2.564,4.845,0.34,5.658,1.39,6.31,2.329,0.159,1.407,0.522,6.388,1.934,4.386,4.176,3.608,-0.364,3.347,-0.93,2.797,2.487,-2.74,3.169,2.595,1.717,1.347,2.18,0.262,2.12,12.485,9.761,3.457,4.15,4.129,2.656,5.47,0.519,-0.747,2.216,3.523,-1.56,-0.374,-0.143,-4.148,5.49,-0.124,2.889,0.333,2.927,-0.967,-1.607,3.245,-0.394,1.649,0.548,0.568,2.314,0.646,0.03,1.376,3.375,0.829,0.061,1.622,0.807,0.856,2.839,2.477,0.948,-0.649,-1.838,1.099,-0.449,1.541,1.628,2.567,5.442,3.915,-2.307,-1.838,4.87,4.713,0.478,1.204,3.051,4.211,2.028,-0.905,1.457,0.108,0.774,3.333,-0.091,2.401,2.978,6.562,2.047,2.601,3.693,3.384,0.308,4.773,-2.43,2.148,0.533,0.694,4.036,0.743,1.781,2.911,-2.56,-0.086,3.525,0.652,1.298,1.421,0.737,3.622,-0.134,5.649,-0.791,4.292,2.006,1.769,1.525,0.659,4.396,1.742,0.211,3.942,-1.312,0.113,3.181,5.406,0.467,3.415,0.515,2.948,1.089,-0.479,5.08,4.04,1.903,1.093,0.723,1.516,-2.497,-0.45,-0.134,-4.718,1.198,-2.038,1.395,-2.791,1.176,-0.419,0.771,6.956,3.234,-0.061,3.335,2.898,-0.205,0.076,1.022,4.084,1.252,-0.596,5.174,1.915,1.602,2.998,4.123,0.809,2.645,-2.761,2.114,0.548,-0.232,0.271,-3.053,-0.78,2.277,2.804,0.846,3.183,4.089,2.988,0.319,3.718,1.257,0.855,4.857,1.433,4.169,3.22,-1.459,-1.226,-1.478,0.749,-1.906,-0.318,0.771,-0.79,1.195,-2.552,1.213,0.938,-0.603,-1.102,2.486,3.483,-0.234,3.798,4.462,2.752,-4.044,10.559,23.414,11.166,12.613,12.032,15.893,14.943],"base_top":[[248058,23.414],[40,20.059],[760,18.585],[27775,16.976],[3928,16.744],[27,15.926],[248068,15.893],[2665,15.885],[1206,15.712],[12189,15.651]]},"positions":{"tokens":[248058,198,27,1628,28,490,367,10953,20932,29,198,27,15704,39287,26994,29,198,2117,273,62,16,17,24,198,510,15704,29,198,27,15704,28,71813,29,198,42404,329,62,18,15,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","pl","um","_qu","artz",">","\n","<","parameter","=l","umen",">","\n","map","le","_","1","2","9","\n","</","parameter",">","\n","<","parameter","=","orbit",">","\n","bir","ch","_","3","0","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.0747,-0.9266,-1.0567,-1.4464,-1.8823,0.7467,-0.7237,0.0857,0.0147,-0.8354,-0.0036],[-4.1717,0.8111,7.6888,14.8184,-1.0049,-1.6442,1.6349,-0.7174,0.0927,-0.5787,-0.3596],[-4.3378,-1.0836,12.0962,18.0377,-2.9299,-0.3505,-0.0055,-0.2444,0.1144,-1.1198,-0.1157],[-2.338,-1.4972,12.1509,18.7911,-3.4389,0.035,1.588,-0.9287,-0.0452,-0.9095,0.1135],[-2.2042,-1.0928,12.379,18.0927,-2.8596,-0.0487,-1.2859,-0.7509,0.1457,-1.3219,0.5331],[-1.2784,-0.7948,15.4706,15.5111,-1.6441,-0.6063,-0.8203,-1.0309,0.2467,-1.6724,0.0636],[-3.1642,-3.0797,12.3785,20.5825,-1.3477,-1.5514,-0.5922,-0.7778,-0.087,-1.2581,0.1397],[-2.9185,-3.2262,11.4755,21.017,-1.3119,-0.8902,-0.723,-1.6116,0.2455,-1.9211,0.1101],[-3.5021,-2.4147,11.4664,18.8218,-1.6102,-0.1978,0.1045,-1.3255,0.1386,-1.5666,-0.0219],[-5.2347,-1.407,10.1998,21.7106,-2.0047,-1.1081,0.2315,-0.7677,0.063,-1.6959,0.0544],[-5.7659,-0.2183,10.8419,21.6691,-2.2837,-1.209,0.9224,0.0604,0.0698,-0.9777,-0.2888],[-5.6466,-0.5002,11.1905,18.3677,-2.6225,-0.6407,-0.237,-0.1421,-0.2048,-1.0114,-0.2963],[-1.139,-0.9639,10.5334,18.3981,-3.6991,-0.3047,2.658,-0.4412,-0.103,-1.0295,-0.4512],[-1.9737,-1.3884,10.8261,20.1841,-4.2228,-0.5901,-2.9631,-0.6398,-0.0679,-1.2165,0.1696],[-1.8787,-1.6784,12.0856,19.5105,-3.2905,-2.5315,0.1676,-0.8657,0.0431,-1.0176,0.0438],[-4.7278,-1.564,12.927,22.3492,-2.5878,-2.0255,1.1664,-0.74,0.1373,-1.7666,0.2545],[-4.2017,-1.2455,15.7549,20.2334,-3.1949,-0.7396,2.4776,-0.1926,0.2638,-1.4047,-0.0881],[-2.2863,-1.3649,19.2692,16.0399,-1.2543,-0.7922,-0.1088,-0.5198,0.1623,-1.459,0.0471],[-3.077,-1.4238,13.7526,21.1966,-0.2478,-0.7314,-0.5052,-1.1563,0.2132,-1.3654,0.0633],[-4.4791,-1.1913,13.2108,22.9716,-1.9022,-0.0801,0.4212,-1.2223,0.2098,-1.3732,-0.1187],[-3.0712,-2.7328,16.969,21.4934,-1.4667,-0.374,-0.7537,-0.6234,0.0863,-1.5075,-0.6006],[-3.4223,-1.8663,13.1538,20.7285,-1.6996,-1.4214,-1.1773,-1.4472,0.1689,-1.6936,-0.4643],[-4.0969,-2.2741,13.212,21.7653,-0.2548,-2.1979,0.6456,-0.8863,0.1351,-1.4319,-0.1324],[-3.8717,-1.4761,11.184,21.8153,-1.2807,-2.0994,0.8244,-0.4639,0.2032,-1.3983,-0.2158],[-4.2318,-1.4073,12.4636,19.4041,-1.9384,-1.2347,-0.1961,-0.5002,0.2415,-1.4562,-0.5712],[-2.7599,-0.0863,11.7299,17.4984,-2.1376,-1.0605,0.4845,-0.3168,-0.0051,-0.8347,-0.5822],[-4.5519,-0.8401,9.9679,21.1416,-1.9139,-2.3628,0.696,-0.8899,0.2672,-1.2097,-0.1321],[-4.0119,-2.3859,11.2004,20.7156,-2.2078,0.1618,1.6577,-0.0577,0.088,-1.5085,-0.3931],[-4.4592,-1.0069,11.4184,18.4517,-2.4841,-0.2714,0.2814,-0.3788,-0.2462,-1.2525,-0.3665],[-1.0145,-1.3576,11.2459,17.821,-4.0576,-0.4963,2.6824,-0.6757,-0.2315,-1.1009,-0.0598],[-1.5644,-0.9815,10.8955,15.7621,-4.2129,-0.7113,-1.0081,-0.4523,-0.0545,-1.275,0.6114],[-1.2244,-1.2021,14.7263,17.507,-3.4543,-0.7498,-0.6017,-1.2977,0.06,-1.4931,-0.1563],[-4.4322,-2.3297,12.5764,21.5766,-1.4513,-2.004,0.3102,-0.762,-0.2229,-1.8138,-0.0355],[-4.1191,-1.599,16.8096,18.3502,-3.067,-0.8046,0.6148,-0.1579,0.0862,-1.3763,-0.2169],[-2.2431,-1.5144,20.7829,14.2426,-1.6279,-1.196,-2.1314,-0.2673,-0.0239,-1.386,-0.1563],[-3.7372,-1.9672,13.0904,19.5079,-1.1982,-0.2641,1.4667,-0.6868,-0.0118,-1.4646,0.2322],[-4.2458,-1.4389,12.7564,21.4901,-1.9426,-0.7592,1.3349,-1.4609,0.0171,-2.073,-0.0659],[-2.4728,-2.3837,15.18,19.0592,-1.3353,-1.2583,-0.2398,-0.533,-0.0526,-1.9579,-0.6035],[-2.2904,-1.5204,12.5651,19.3193,-1.3276,-1.1411,-0.8783,-1.0342,-0.1062,-1.3016,-0.605],[-2.0218,-1.9102,12.9228,18.7584,-0.4947,-1.5152,-0.0087,-0.9935,0.055,-1.3511,-0.2993],[-3.186,-1.4854,13.1912,18.6261,-1.4721,-2.7295,0.3603,-0.7417,-0.0445,-1.7425,-0.0491],[-4.0858,-0.6612,12.721,18.0541,-2.2381,-0.8959,0.3192,-0.3459,0.2077,-1.4706,-0.5487],[-2.7722,0.0319,11.3474,16.6895,-1.5441,-0.6789,1.2177,-0.318,0.1844,-0.5365,-0.631],[-3.6101,-0.0917,9.4111,20.1282,-0.9372,-2.7747,0.6328,-0.8189,0.3146,-1.2477,-0.0508],[-3.3415,-0.8251,10.5315,20.4621,-1.1668,-0.4426,2.1265,-0.1354,0.1043,-1.3419,-0.1336],[-3.3793,0.183,10.7786,16.8626,-1.1882,-1.0016,0.3034,-0.635,-0.0047,-1.2923,-0.2954],[-3.6877,-0.6057,9.8881,16.5394,-1.8834,-0.519,-0.2833,-0.6607,0.1615,-1.2034,-0.3069],[-4.4214,-0.1996,6.4284,13.3714,-0.7078,-1.9787,2.0984,-1.1748,0.3095,-0.9828,-0.166],[-4.7829,-2.8992,11.2283,17.3656,-1.3194,-0.7358,2.4654,0.4651,0.3352,-0.9231,-0.1382],[-4.2414,-0.8839,8.0379,12.2605,-1.8857,-0.5475,0.1635,-0.8976,0.0871,-1.2859,0.154],[-4.2709,-0.5677,7.7102,12.0993,-2.2625,-0.9507,-1.1884,-1.128,0.0546,-1.3199,-0.0138]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=plum_quartz>\n<parameter=lumen>\nmaple_129\n</parameter>\n<parameter=orbit>\nbirch_304\n</parameter>\n</function>\n</tool_call>","n_tokens":51,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=plum_quartz>\n<parameter=lumen>\nmaple_129\n</parameter>\n<parameter=orbit>\nbirch_304\n</parameter>\n</function>\n</tool_call>","n_tokens":51,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=plum_quartz>\n<parameter=lumen>\nmaple_129\n</parameter>\n<parameter=orbit>\nbirch_304\n</parameter>\n</function>\n</tool_call>","n_tokens":51,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=plum_quartz>\n<parameter=lumen>\nmaple_129\n</parameter>\n<parameter=orbit>\nbirch_304\n</parameter>\n</function>\n</tool_call>","n_tokens":51,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0032-renamed-611403","set":"renamed_A","cohort":"valid_call","family":"queue_end","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> ripple {\"vessel\": \"cedar_297\", \"zinc\": \"048\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: put a value at the back of a queue.\nQueue identifier: \"cedar_297\". Value to insert: \"048\".\nUnrelated archived note: maple_712, reference 075. These are not inputs to this request.","tools":[{"function":{"description":"Put a value at the front of a queue. Inert synthetic operation.","name":"marble","parameters":{"additionalProperties":false,"properties":{"cobalt":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"vessel":{"description":"Queue identifier","type":"string"},"zinc":{"description":"Value to insert","type":"string"}},"required":["vessel","zinc"],"type":"object"}},"type":"function"},{"function":{"description":"Put a value at the back of a queue. Inert synthetic operation.","name":"ripple","parameters":{"additionalProperties":false,"properties":{"cobalt":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"vessel":{"description":"Queue identifier","type":"string"},"zinc":{"description":"Value to insert","type":"string"}},"required":["vessel","zinc"],"type":"object"}},"type":"function"}],"prompt_tokens":608,"decision":{"rms":0.3738134343625916,"sumsq":143.08913531899452,"hb":[0.01397,-0.03513,-2.05631,0.25726,-1.59832,0.20493,-0.69298],"lse":23.011985857522458,"logits":[11.482,12.271,12.54,12.158,11.729,9.665,8.354,8.401,10.337,11.348,10.181,15.925,10.826,10.364,13.702,9.837,9.445,9.255,10.62,9.763,19.257,9.245,12.495,12.73,12.098,12.914,12.355,8.914,12.922,9.773,9.104,13.869,14.495,8.484,11.751,9.745,9.617,11.845,8.54,11.779,12.487,10.062,7.619,11.956,4.349,7.358,0.621,11.983,6.123,12.719,5.383,8.004,9.142,9.295,8.822,5.3,11.168,14.467,9.01,5.175,13.867,13.097,4.654,7.663,10.5,11.852,6.339,9.198,3.931,16.118,7.06,7.518,8.137,-1.244,6.573,2.102,9.077,3.748,5.914,9.802,8.445,11.829,7.632,8.334,10.417,3.6,9.134,7.169,7.691,11.852,2.106,5.522,15.132,11.589,4.466,6.665,10.401,-2.806,4.043,5.286,7.073,8.031,0.202,5.359,0.657,12.447,10.056,5.065,9.851,10.406,5.821,9.741,5.344,5.231,5.774,10.089,14.884,4.324,7.458,7.985,10.522,12.237,12.128,12.999,12.719,13.681,0.896,11.504,10.379,7.053,0.609,6.786,3.872,6.499,12.521,6.664,1.606,12.244,6.645,8.529,8.154,13.504,12.625,4.852,-0.638,6.673,10.921,1.482,15.727,1.224,-0.797,8.88,6.978,8.978,4.89,9.221,6.032,9.595,7.711,8.1,8.015,4.054,9.731,-3.39,7.655,4.029,7.543,4.329,-5.588,9.039,10.411,9.879,12.035,6.023,8.973,5.252,5.808,5.842,10.048,6.428,5.655,7.39,4.93,5.517,8.632,14.938,5.455,10.967,-2.377,9.054,9.264,3.01,10.17,11.44,4.845,3.74,9.494,10.262,8.295,3.447,5.382,12.641,5.974,4.038,11.297,5.486,8.884,6.723,6.931,10.915,2.756,10.973,13.94,2.305,7.343,11.057,-6.548,-0.123,5.509,4.652,6.294,6.771,7.414,6.453,-1.727,4.61,4.918,5.497,1.385,6.056,8.513,-1.604,1.793,7.05,8.561,10.367,3.076,10.775,7.296,7.642,10.875,4.752,2.828,4.896,5.637,12.838,0.645,-3.743,6.226,9.234,0.101,10.249,8.203,7.45,5.373,-3.866,11.535,11.228,6.542,10.4,7.139,12.337,5.376,3.055,6.002,6.489,2.803,10.149,5.7,14.192,1.12,5.149,2.143,0.605,3.86,7.245,7.038,5.978,9.34,1.69,9.028,7.971,1.528,6.562,5.141,7.918,-0.996,5.935,12.036,10.248,7.68,5.2,10.686,5.481,9.966,8.17,7.034,8.579,12.813,9.557,10.378,5.875,5.307,7.532,7.923,3.545,5.513,9.542,2.578,8.392,5.712,4.602,10.566,4.067,-0.602,-2.272,7.946,6.396,-3.934,-2.019,5.475,9.224,7.261,12.792,9.785,10.007,-3.395,-2.752,6.068,8.281,13.512,7.551,2.686,8.194,11.851,9.996,8.7,3.49,2.678,5.804,-2.093,10.281,12.16,11.64,10.44,2.641,7.377,3.792,6.653,1.873,9.174,3.564,-2.276,7.365,9.093,11.587,7.136,9.729,9.645,7.927,0.311,5.266,0.281,-0.835,9.932,8.374,11.991,4.328,2.234,2.127,9.893,10.093,0.078,5.974,9.331,6.611,4.83,9.239,8.222,12.237,3.571,-2.906,13.717,3.862,7.506,4.676,2.763,2.017,7.744,10.838,3.252,9.893,3.82,9.629,-0.277,9.426,8.442,2.724,2.586,0.706,2.639,-3.087,5.898,2.116,10.519,0.918,14.743,9.689,-1.982,2.193,9.474,7.142,1.64,3.373,7.642,8.256,-4.502,9.41,5.681,9.465,8.988,10.248,2.252,9.206,5.79,9.69,4.352,0.294,11.215,-0.071,10.905,9.515,3.494,4.378,2.918,3.815,8.169,5.051,9.955,11.934,7.949,7.585,7.603,3.505,4.251,5.94,8.719,1.188,11.305,1.273,6.467,-1.4,10.447,-3.544,4.627,3.574,7.815,6.051,5.305,0.938,2.839,9.338,8.64,5.38,7.65,1.301,-0.889,2.086,10.564,7.858,7.029,11.828,7.312,-0.592,1.796,3.012,1.186,6.579,6.568,2.352,6.302,3.606,8.908,-0.738,8.265,8.22,-0.473,4.952,13.375,7.452,5.956,7.408,4.941,7.77,7.828,4.901,10.63,-0.519,7.155,4.59,6.065,1.382,3.022,4.78,1.144,5.249,1.567,5.09,11.475,12.793,3.698,7.05,-0.921,3.799,7.203,4.798,6.983,11.814,4.747,6.177,8.027,2.877,2.221,-1.672,6.158,7.046,-0.137,-2.865,0.307,6.576,5.319,2.87,3.36,7.783,5.004,4.752,6.747,4.14,5.197,4.095,4.158,-0.229,2.136,9.503,2.061,2.652,9.439,4.6,4.852,7.426,3.779,5.033,-1.326,1.333,7.56,11.239,4.527,11.052,1.758,6.755,7.141,2.791,-1.379,2.382,5.483,9.268,6.308,2.706,10.808,3.127,0.399,5.811,3.451,7.643,1.47,3.319,-2.571,5.593,7.907,0.905,2.715,7.757,8.296,-0.288,2.921,0.416,5.843,-0.316,10.464,-0.907,8.567,8.498,-2.369,6.491,7.344,-1.414,3.231,3.738,3.306,12.555,0.539,6.455,7.886,4.477,10.597,9.761,1.176,0.566,-2.715,1.038,5.227,8.775,8.435,6.964,0.199,7.469,2.476,6.454,5.164,9.172,8.242,5.309,5.28,1.807,3.316,10.625,2.491,8.846,-2.857,4.908,6.666,2.25,4.459,1.658,9.323,11.219,5.685,1.07,-0.23,4.742,9.402,-0.618,5.634,7.471,6.024,7.106,7.572,-2.978,2.295,2.712,-2.005,4.505,7.781,7.562,-5.444,0.908,-1.046,10.071,0.244,2.428,7.373,6.971,5.039,9.442,1.671,7.672,7.158,-0.486,5.346,8.624,-5.968,-1.834,2.193,5.457,1.321,6.694,6.895,8.603,-1.199,2.832,2.321,2.261,6.699,9.308,2.657,2.628,-0.135,9.831,4.005,6.563,5.148,3.743,8.384,5.613,3.33,6.418,0.779,3.484,4.545,1.371,5.418,1.486,0.259,0.376,13.661,-1.805,6.595,2.023,0.452,4.876,6.755,-1.841,6.251,11.737,0.425,-0.201,3.558,5.777,5.333,3.505,3.814,0.553,5.436,3.942,2.411,8.196,1.003,8.629,7.735,5.306,4.381,-1.555,4.739,4.972,0.713,6.168,8.144,2.336,13.727,2.109,4.783,6.391,5.223,3.465,7.57,3.968,1.328,1.579,5.6,0.596,-0.431,8.687,-2.388,-0.515,8.744,2.693,-0.874,2.618,5.968,0.804,2.176,-2.066,3.798,9.127,6.587,4.213,0.997,2.089,0.957,4.466,-1.335,-2.105,7.124,6.86,0.533,-1.197,1.889,5.908,1.215,5.785,11.69,-2.347,4.803,5.968,4.718,4.043,9.957,-0.965,4.444,2.541,8.822,-2.886,-1.152,4.438,2.292,-1.491,-1.566,0.949,1.426,-0.275,3.385,5.258,-1.552,4.839,4.032,0.358,-1.419,-3.016,-3.114,3.62,2.035,-0.152,3.471,1.18,5.473,-0.087,4.662,1.101,-1.246,0.935,-0.849,2.583,2.122,3.585,3.001,4.475,-1.513,2.258,0.63,2.861,1.572,-1.05,4.16,1.965,1.838,0.73,1.928,0.3,2.39,12.068,9.197,2.337,3.152,3.053,4.492,4.058,-0.239,-0.456,2.799,1.437,-1.644,-0.587,-1.075,-5.453,4.544,0.888,1.976,-0.169,2.164,-2.284,-0.383,2.95,0.026,-1.115,0.718,0.729,1.017,-1.651,-1.121,-2.622,2.463,2.346,0.18,-0.33,0.211,0.927,1.505,3.272,0.196,0.4,-4.138,0.649,1.436,0.629,1.356,1.757,4.871,4.501,-3.115,-2.779,5.145,4.249,0.895,1.151,3.845,4.391,1.416,-1.067,1.112,-0.686,0.862,4.241,-0.008,2.372,0.742,3.752,2.633,2.196,3.128,4.423,-0.144,4.553,-2.21,0.713,1.068,0.132,4.226,1.914,1.634,2.617,-3.059,-2.031,4.649,1.327,1.157,0.098,-0.07,3.42,0.565,5.81,-0.623,3.125,2.802,1.616,0.71,-1.194,4.954,2.698,0.396,1.554,-1.626,1.394,1.745,6.116,1.66,3.079,-0.973,3.676,0.244,-0.106,3.259,4.823,2.893,0.262,0.21,1.817,-2.836,-1.466,0.143,-5.227,1.105,-3.154,1.253,-0.854,0.069,-0.787,-0.196,5.145,3.292,0.026,0.369,0.924,0.371,0.11,1.325,4.14,0.715,0.16,6.128,2.167,4.005,2.335,2.635,0.674,3.821,-0.785,0.157,1.851,-0.534,-1.041,-4.39,-0.032,4.015,2.664,-0.028,3.067,3.922,3.199,0.384,3.672,1.534,1.831,4.743,0.833,4.929,3.467,-1.868,-1.262,-0.734,0.779,-1.732,-1.62,-0.647,-0.778,2.678,-2.754,2.955,2.59,-0.736,-0.239,2.393,4.131,0.672,3.431,4.261,1.92,-5.172,10.346,22.978,11.985,12.361,12.24,15.309,14.195],"base_top":[[248058,22.978],[40,19.257],[760,16.118],[27,15.925],[2665,15.727],[248068,15.309],[1206,15.132],[3928,14.938],[1919,14.884],[18528,14.743]]},"positions":{"tokens":[248058,198,27,1628,28,5437,863,29,198,27,15704,37956,34373,29,198,1931,277,62,17,24,22,198,510,15704,29,198,27,15704,79724,2747,29,198,15,19,23,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","mar","ble",">","\n","<","parameter","=v","essel",">","\n","ced","ar","_","2","9","7","\n","</","parameter",">","\n","<","parameter","=z","inc",">","\n","0","4","8","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.8311,-1.417,1.1602,0.6976,-1.8811,0.9528,0.2166,-0.1726,0.1492,-0.5751,0.1355],[-4.3158,0.3269,8.016,15.5162,-1.138,-1.9453,1.473,-0.8613,0.0482,-0.5676,-0.3988],[-4.3479,-1.6593,12.0454,17.965,-1.8666,-0.4116,0.2098,-0.3151,0.2107,-0.7811,-0.1928],[-2.5597,-1.516,11.4596,16.524,-2.4687,-0.5828,1.834,-0.7687,-0.0381,-0.6321,-0.0607],[-2.247,-2.0054,11.6351,16.8631,-2.7139,-0.6088,-1.1268,-0.4459,0.1733,-0.9799,0.3438],[-1.2617,-2.0191,13.8424,14.7792,-1.4204,-1.102,-0.0551,-0.7478,0.3445,-1.0105,-0.1556],[-1.8192,-2.158,10.755,17.6584,0.471,-0.2748,-0.9101,-0.6671,0.1248,-1.523,-0.2384],[-4.4799,-1.6702,10.2177,22.0549,-1.2476,-1.7785,1.5214,-0.9653,0.1317,-1.0622,0.1092],[-5.0517,-0.4255,10.6313,21.8499,-1.3762,-2.5443,1.1758,-0.334,0.2424,-0.8301,-0.1058],[-5.1957,-0.7809,11.5872,18.4512,-1.8757,-1.4876,-1.1715,-0.3834,-0.195,-1.0673,-0.1676],[-1.2863,-0.9038,9.6654,16.9257,-2.329,-0.829,2.5574,-0.5357,-0.1755,-0.9352,-0.26],[-1.8072,-1.6454,10.6355,19.927,-2.8457,-1.7633,-2.2977,-0.6693,0.101,-1.1449,0.4052],[-1.3418,-0.3049,10.7624,17.1973,-1.9834,-2.8259,-1.2613,-0.3456,0.2694,-0.9249,0.0931],[-3.7391,-2.1454,11.4122,21.7703,-2.879,-2.5094,1.2078,-0.8681,0.1113,-1.5086,0.0795],[-2.7498,-1.6069,16.0503,20.1679,-3.7038,-0.765,2.0637,-0.3831,0.4245,-1.1703,-0.0689],[-0.4592,-1.628,19.5283,16.1558,-1.4614,-0.6899,-0.4024,-0.54,0.3969,-1.0308,-0.0747],[-2.6253,-2.9719,13.451,21.0218,-1.1261,-0.2341,0.9618,-1.3944,0.153,-1.0918,0.0562],[-4.2041,-1.6752,13.1022,22.8917,-2.1837,-0.0896,1.696,-1.7875,0.3996,-1.6758,0.0044],[-2.6233,-2.4555,16.28,21.2824,-1.8383,-0.5324,-0.0459,-0.7814,0.2056,-1.4545,-0.6714],[-3.3212,-3.0429,14.006,20.5927,-0.9822,-1.7143,-1.0888,-1.4585,-0.1568,-1.6155,-0.1939],[-3.8079,-2.4239,12.3638,21.1616,-0.3588,-1.3011,-0.1512,-1.2892,0.1761,-1.3808,-0.4641],[-4.5393,-1.5499,11.7645,21.7213,-1.3033,-1.6961,1.5018,-0.9546,0.1809,-1.7689,-0.0625],[-5.3639,-1.2243,13.0719,20.3547,-1.847,-1.1847,1.097,-0.5533,0.2225,-1.427,-0.5004],[-3.1627,0.2706,10.1916,15.7269,-1.6576,-0.948,0.9944,-0.2134,-0.1211,-0.71,-0.4948],[-5.2223,-0.1966,10.282,21.6996,-1.1969,-2.8257,1.8524,-0.933,0.1826,-1.2111,-0.0837],[-3.8004,-2.0357,11.8768,22.1547,-1.3674,0.297,2.8146,-0.4601,0.219,-1.1855,-0.0923],[-5.5311,-0.2343,11.6634,19.2389,-2.0293,-0.8967,1.0381,-0.4529,-0.1346,-1.1358,-0.2429],[-2.1123,-1.1443,11.7301,19.5456,-3.1052,-1.2733,2.7349,-0.7501,-0.0078,-1.1243,-0.1444],[-2.8509,-0.9047,11.4354,19.3595,-3.0624,-0.8062,-0.4241,-0.7023,0.0892,-1.3934,0.3385],[-3.3751,-1.8352,11.5159,17.4946,-1.642,-2.4085,-0.3988,-0.9909,-0.218,-1.1261,0.2682],[-5.1085,-2.0593,10.9358,21.9468,-2.0825,-1.8183,0.2946,-0.8816,-0.0565,-1.4903,-0.1447],[-3.4785,-1.2369,13.6446,20.8986,-3.4132,-0.7865,1.3373,-0.6241,0.3315,-1.1717,-0.2641],[-2.2719,-1.5931,17.8969,17.8611,-2.0112,-0.7065,-1.4765,-0.4037,0.2334,-1.127,-0.3213],[-3.2871,-2.194,14.4653,21.0796,0.1154,-1.8228,-0.3412,-1.0553,0.135,-1.3598,-0.4386],[-3.7133,-1.986,12.6185,20.7727,0.0272,-1.1707,0.7543,-1.1807,0.0651,-1.7298,-0.2617],[-4.8133,-1.4262,10.6403,20.6404,-0.9657,-2.0637,1.3148,-0.6522,0.0844,-1.4428,-0.0745],[-5.2191,-1.4551,11.6306,18.813,-1.659,-1.3948,1.0121,-0.6187,0.307,-1.4246,-0.6364],[-3.7344,0.0898,11.7149,18.6043,-1.5246,-1.113,1.1061,-0.7261,0.1212,-0.6551,-0.6028],[-4.0649,0.4043,8.2283,20.2875,-0.6437,-3.1527,0.752,-0.9107,0.3065,-1.2989,0.0411],[-4.5406,-1.8473,9.4183,20.5788,-0.6735,-0.1397,2.3579,-0.6009,0.0526,-1.3664,-0.0856],[-4.8466,0.2785,10.1523,17.0427,-0.9837,-1.1945,0.3566,-0.7799,-0.1019,-1.3248,-0.2285],[-4.0923,-0.3545,9.9138,17.2275,-1.8774,-0.6175,-0.4186,-0.9711,0.1402,-1.1118,-0.3826],[-4.5038,0.0377,6.1543,14.0803,-0.6512,-2.3365,1.6628,-1.1726,0.1969,-0.7506,-0.1084],[-3.6802,-2.4145,9.8802,17.4839,-0.9453,-0.5441,3.1856,-0.2656,0.3831,-1.1364,-0.0382],[-5.0376,-0.338,8.7532,13.2625,-1.7828,-1.2977,0.2496,-0.9417,0.0303,-1.1473,0.1394],[-3.2968,0.2469,8.976,13.1369,-1.8081,-0.278,-1.7004,-1.0778,-0.0649,-1.5027,0.1003]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=marble>\n<parameter=vessel>\ncedar_297\n</parameter>\n<parameter=zinc>\n048\n</parameter>\n</function>\n</tool_call>","n_tokens":46,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=marble>\n<parameter=vessel>\ncedar_297\n</parameter>\n<parameter=zinc>\n048\n</parameter>\n</function>\n</tool_call>","n_tokens":46,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=marble>\n<parameter=vessel>\ncedar_297\n</parameter>\n<parameter=zinc>\n048\n</parameter>\n</function>\n</tool_call>","n_tokens":46,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=marble>\n<parameter=vessel>\ncedar_297\n</parameter>\n<parameter=zinc>\n048\n</parameter>\n</function>\n</tool_call>","n_tokens":46,"decision":"call","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0102-renamed-611403","set":"renamed_A","cohort":"no_tool","family":"substring_position","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_331, reference 054. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to find the last position of a term in stored text. Do not access or change stored data.\nText to locate: \"spruce_838\". Stored document identifier: \"016\".","tools":[{"function":{"description":"Find the first position of a term in stored text. Inert synthetic operation.","name":"fable","parameters":{"additionalProperties":false,"properties":{"lumen":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"orbit":{"description":"Stored document identifier","type":"string"},"plum":{"description":"Text to locate","type":"string"}},"required":["orbit","plum"],"type":"object"}},"type":"function"},{"function":{"description":"Find the last position of a term in stored text. Inert synthetic operation.","name":"marble","parameters":{"additionalProperties":false,"properties":{"lumen":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"orbit":{"description":"Stored document identifier","type":"string"},"plum":{"description":"Text to locate","type":"string"}},"required":["orbit","plum"],"type":"object"}},"type":"function"}],"prompt_tokens":628,"decision":{"rms":0.3784909056877528,"sumsq":146.69247046485543,"hb":[-0.02125,-0.06733,-1.71644,0.07775,-1.13838,0.40113,-0.53631],"lse":22.463084159557496,"logits":[14.247,13.024,14.315,12.804,13.423,12.732,9.211,10.673,11.285,11.948,10.867,15.833,12.85,10.372,12.936,10.915,9.266,13.544,10.062,10.328,19.965,11.438,12.474,14.451,13.271,11.627,10.466,10.696,12.405,10.256,9.442,13.431,14.867,8.76,11.526,15.025,9.548,11.034,10.255,10.713,13.022,9.722,8.305,11.144,6.349,7.581,4.1,11.185,6.725,15.217,4.281,8.563,8.079,10.161,7.415,5.658,10.382,11.486,10.245,8.077,7.424,15.337,2.627,7.592,8.649,10.762,6.701,10.264,1.63,19.178,8.986,9.449,8.181,0.036,11.932,3.688,10.333,6.392,8.755,12.459,9.068,9.194,9.559,8.947,9.953,6.197,7.654,3.257,14.64,11.146,-0.664,5.436,19.169,11.263,5.859,6.939,13.273,-3.119,2.116,4.254,8.101,9.064,2.382,9.881,0.66,13.744,11.008,3.949,7.916,10.91,6.491,11.443,6.953,6.077,7.42,12.139,16.928,8.321,7.416,9.776,13.6,12.347,14.451,15.07,15.94,12.529,4.054,10.777,8.804,8.274,4.326,9.727,3.847,8.315,10.297,9.195,5.261,14.951,4.368,10.18,7.787,15.521,14.11,4.511,0.944,9.152,13.709,-1.621,17.045,2.326,-2.662,9.949,7.241,7.119,6.436,9.316,8.37,9.237,9.932,9.954,8.724,5.457,11.565,-2.011,8.085,5.121,9.087,9.659,-6.07,10.075,12.018,12.67,14.527,9.81,9.074,6.654,9.238,6.586,12.513,8.777,7.561,6.12,8.528,3.429,8.165,16.413,6.069,10.823,-0.165,11.216,11.12,5.097,13.551,12.044,6.535,6.323,9.588,14.218,9.565,2.477,7.19,11.731,7.177,1.615,13.385,8.902,12.975,8.642,4.414,14.366,3.582,14.507,15.19,3.393,9.351,7.735,-3.652,3.006,2.86,3.621,10.122,12.11,8.263,3.328,-0.949,7.809,8.073,4.422,0.49,5.066,11.595,-1.04,1.298,7.45,10.55,14.825,5.519,12.568,6.892,9.721,6.809,4.315,4.169,2.984,6.088,13.368,-0.554,-2.234,9.018,9.613,0.652,12.833,10.455,11.242,6.002,-1.208,11.113,12.534,8.773,12.733,10.152,11.607,6.46,1.584,4.564,8.335,6.064,11.052,6.093,15.019,0.701,4.004,0.561,1.911,1.894,10.38,9.289,8.213,9.213,1.952,12.653,10.515,0.065,6.483,5.514,7.553,-0.771,8.679,11.427,12.711,9.908,7.876,11.692,8.474,9.817,15.923,8.992,12.91,14.646,9.362,11.455,7.397,5.75,10.468,7.873,6.234,8.419,12.253,1.117,10.128,8.998,6.415,15.252,3.755,-0.965,0.144,9.638,7.899,-3.359,1.41,4.338,9.094,7.581,9.511,8.992,11.682,-3.297,-2.398,9.429,10.395,16.631,8.213,3.093,12.207,13.64,5.689,11.288,1.911,1.889,5.599,-0.879,9.626,12.44,11.915,9.1,6.198,8.912,5.852,5.888,4.252,12.077,5.092,-2.024,4.029,10.529,13.015,7.293,10.952,11.572,9.056,2.39,5.028,0.103,0.518,14.409,11.954,11.618,7.317,3.725,4.913,9.844,11.043,1.509,8.936,10.962,4.149,5.489,10.896,9.115,14.939,3.536,-2.067,15.381,3.854,7.378,4.585,1.947,3.62,10.171,13.111,4.047,12.601,6.914,13.359,1.43,11.088,9.168,2.983,0.903,4.048,4.335,-2.787,5.578,3.646,11.571,1.431,9.341,12.229,-2.367,1.76,11.756,8.663,2.695,5.534,10.02,9.213,-1.188,10.977,7.355,10.607,6.732,11.179,4.025,9.202,10.122,9.607,4.952,0.734,13.316,-2.478,13.926,8.493,4.311,5.521,2.698,5.822,7.451,8.275,13.553,13.32,9.455,8.074,7.55,5.295,1.826,7.389,11.183,1.854,11.853,2.081,8.019,1.294,10.287,-0.855,5.224,2.831,9.74,6.105,7.892,0.696,1.703,12.296,10.573,5.816,9.71,2.903,1.59,3.0,8.409,8.285,6.762,13.011,8.149,-0.516,3.43,1.696,0.556,9.216,7.003,2.645,10.186,6.189,10.88,-0.704,7.989,12.468,-0.158,6.962,16.759,11.08,6.96,7.919,7.193,9.257,5.975,7.729,12.926,1.989,8.501,2.457,8.222,3.524,4.961,5.589,1.48,4.52,1.806,5.949,10.282,13.163,3.705,10.181,2.435,5.266,9.38,3.796,8.74,13.934,6.711,6.067,9.6,2.736,2.032,0.487,6.215,7.814,2.018,-1.695,1.254,7.617,7.108,7.057,3.525,5.177,6.322,5.458,8.769,3.699,4.322,8.301,5.79,3.414,-0.905,9.826,1.23,7.468,12.03,8.996,5.112,7.14,2.159,6.599,-0.932,1.393,6.783,10.407,5.22,11.359,3.89,9.256,8.789,4.563,-0.62,4.127,8.351,11.11,7.348,3.081,9.937,3.516,-0.045,4.191,6.341,10.617,2.57,8.016,-1.651,8.32,8.022,2.841,2.551,6.258,10.841,-0.398,4.352,1.358,6.191,0.525,9.68,0.68,10.719,9.976,-0.201,5.052,9.727,-0.145,3.499,1.995,6.922,13.361,3.308,8.814,8.175,4.493,11.156,10.186,0.931,-3.46,-1.742,0.443,9.056,11.496,8.864,8.892,-1.52,7.394,2.923,8.331,5.798,8.789,16.046,6.884,3.924,2.955,5.848,12.096,5.547,9.762,-3.253,3.272,5.608,1.728,4.453,3.843,9.424,12.423,7.568,0.921,2.174,6.415,11.131,0.772,5.3,8.441,5.045,8.101,6.599,-4.049,4.542,3.548,-0.085,3.619,8.215,9.385,-0.41,2.107,-0.61,13.227,-2.02,6.286,8.747,8.17,7.665,9.051,0.666,5.917,7.603,0.267,4.896,13.583,-3.704,0.248,2.916,6.89,1.265,7.287,8.354,5.647,0.509,4.139,3.942,2.578,6.243,13.601,1.857,2.394,0.588,10.51,8.461,9.096,4.889,11.308,12.929,7.822,3.051,6.37,2.01,3.28,8.098,0.271,6.794,3.833,1.921,-0.171,11.91,-0.473,7.923,4.345,1.86,5.697,9.125,0.299,8.592,11.122,2.773,1.512,6.413,6.888,4.318,5.423,3.513,1.208,6.187,2.25,3.62,7.739,-0.139,7.735,6.815,4.733,5.731,0.82,3.266,4.513,0.772,9.179,9.79,2.497,11.882,2.673,3.822,6.164,5.461,4.459,8.746,1.371,3.516,3.315,7.318,0.93,0.259,10.441,0.894,1.335,6.506,1.345,-4.245,2.416,7.057,2.25,3.893,-0.934,2.635,9.367,6.135,2.901,0.03,1.682,-0.421,1.976,-0.355,-3.55,8.434,10.465,1.637,-0.991,4.027,5.793,2.773,7.089,11.2,-2.897,6.068,5.935,3.774,4.683,8.488,-0.812,4.291,1.119,10.407,1.423,0.139,4.361,1.695,1.231,-1.721,-0.257,2.295,1.682,4.477,6.213,0.313,7.753,5.468,1.907,-1.88,-1.81,-1.8,0.632,3.173,1.467,4.896,2.041,3.888,1.164,4.686,3.198,-0.631,-1.298,1.775,4.79,1.864,5.124,3.759,4.426,-2.225,2.602,0.622,2.088,0.581,-4.106,2.007,3.69,-0.441,0.058,2.498,-1.396,2.023,10.206,9.304,1.761,2.255,3.251,3.986,3.99,-0.449,-1.809,3.07,1.876,-0.197,-0.514,0.618,-4.379,3.579,-1.605,3.258,0.726,2.858,-0.945,-1.442,2.394,-0.851,0.595,1.36,0.615,3.011,-0.867,0.025,0.948,2.378,0.811,-0.302,0.578,1.601,-0.008,0.783,3.428,1.785,-1.416,-0.622,0.42,2.068,0.773,1.281,2.045,3.656,3.145,-0.854,-2.12,6.1,4.034,1.72,1.487,3.539,3.825,0.424,-0.622,0.139,-0.951,-2.472,3.481,-2.043,2.929,2.347,6.272,2.38,2.808,4.006,2.674,0.635,4.627,-1.78,1.167,0.3,-0.431,2.415,-0.206,0.721,2.673,-2.96,-1.643,3.864,0.044,1.276,1.509,1.005,3.998,-0.032,6.374,0.462,4.01,1.202,0.386,0.21,-1.402,5.451,1.54,2.097,4.294,-1.055,-1.332,3.452,5.82,1.899,3.047,1.074,2.454,0.205,-0.357,3.665,2.505,4.24,1.462,0.885,2.616,-2.136,-1.351,-0.823,-3.238,4.22,-2.044,1.918,-0.189,1.189,0.324,1.928,5.627,4.589,-0.861,2.999,2.218,0.72,0.437,-0.684,5.514,0.313,0.732,7.213,1.652,3.298,1.937,6.376,1.196,4.269,-2.484,3.904,-0.534,-0.466,0.45,-2.974,-1.053,3.074,2.703,0.562,3.141,2.723,4.048,-0.369,3.278,3.165,0.013,5.221,0.071,4.555,3.461,0.297,0.468,-0.978,1.062,-1.855,0.339,-0.012,-0.668,2.287,-2.858,2.53,1.6,-0.679,0.019,4.303,3.852,1.082,2.795,4.093,2.543,-3.39,9.084,22.226,8.66,11.354,10.128,16.085,13.988],"base_top":[[248058,22.226],[40,19.965],[760,19.178],[1206,19.169],[2665,17.045],[1919,16.928],[27775,16.759],[12189,16.631],[3928,16.413],[248068,16.085]]},"positions":{"tokens":[248058,198,27,1628,17572,470,29,198,27,15704,28,71813,29,198,15,16,21,198,510,15704,29,198,27,15704,28,490,367,29,198,49931,10208,62,23,18,23,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","able",">","\n","<","parameter","=","orbit",">","\n","0","1","6","\n","</","parameter",">","\n","<","parameter","=","pl","um",">","\n","spr","uce","_","8","3","8","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.1846,-1.2521,-0.9839,-0.715,-1.8972,1.4505,-0.2869,-0.0144,0.1228,-0.8931,-0.1972],[-4.2175,0.5468,7.9611,15.1809,-1.0733,-1.7532,1.0312,-0.6606,0.077,-0.5535,-0.3266],[-4.5289,-1.7459,12.5274,18.0921,-2.0689,0.2564,-0.0847,-0.0564,0.1658,-0.8659,-0.2998],[-2.402,-1.9157,11.5816,18.658,-2.3493,0.2285,1.3087,-0.7001,0.0385,-0.6633,-0.0887],[-1.8598,-2.2773,11.713,18.1748,-1.8499,0.1332,-1.2785,-0.5457,0.2457,-0.9333,0.3713],[-1.6416,-2.2814,12.0215,18.0817,-0.1765,-1.7207,-0.9002,-0.9635,0.3251,-1.2861,-0.0921],[-4.6812,-1.9016,9.9519,21.2818,-1.4009,-1.3196,-0.1942,-0.837,0.1025,-1.2489,0.1476],[-4.812,-0.2209,10.8098,20.5765,-2.6681,-0.6517,1.082,-0.2466,0.1598,-1.0017,-0.1273],[-4.716,-0.7329,10.5518,16.5452,-1.8917,-0.7017,-1.1495,-0.3191,-0.1735,-1.1927,-0.2523],[-1.2556,-1.1072,9.7298,16.2188,-3.8538,-0.014,2.4453,-0.6008,-0.2887,-0.9606,-0.036],[-1.4044,-0.927,10.4861,17.5953,-4.3652,0.0498,-2.2516,-0.7125,-0.0527,-1.3407,0.5201],[-1.09,-0.6261,12.5506,14.9694,-3.0851,0.2027,-1.3894,-1.3265,0.1417,-1.4721,0.0108],[-3.6407,-1.3828,10.6703,22.6369,-2.3916,-1.6586,0.7618,-0.6012,-0.0553,-1.6444,0.0285],[-3.3095,-1.2286,13.5312,21.0824,-3.4112,-0.8083,2.5206,-0.1665,0.3299,-1.0567,-0.2816],[-2.0621,-1.3204,17.3767,17.7127,-1.9225,-0.35,-0.6343,-0.1181,0.1263,-1.044,-0.3122],[-3.1575,-1.8048,14.1286,21.4005,-0.6156,-0.8627,-1.2434,-0.6329,0.2298,-1.1475,-0.3228],[-3.1953,-2.3689,13.1492,22.3843,-1.1304,-2.1794,-0.0085,-0.9099,0.0446,-1.1775,-0.1546],[-4.302,-1.3213,12.0603,20.6857,-1.4992,-1.86,1.6151,-0.5356,0.2065,-1.4866,0.0123],[-4.8891,-1.5506,13.1402,19.7062,-2.1777,-1.3857,0.5574,-0.4107,0.0324,-1.5235,-0.3785],[-3.1127,-0.2729,11.2178,17.0148,-2.2959,-1.1632,1.1265,-0.3695,-0.0239,-0.7245,-0.5002],[-5.0915,-0.7336,10.7496,22.0987,-1.8946,-2.3599,1.1984,-0.9646,0.2079,-1.3266,-0.0016],[-4.5776,-2.3811,11.2434,21.2603,-2.4933,0.471,1.8688,0.0796,0.129,-1.4974,-0.1766],[-4.978,-0.8394,11.3939,18.8464,-2.6022,-0.5873,-0.2118,-0.1576,-0.3002,-1.2804,-0.2798],[-1.8102,-0.7071,11.5103,18.7935,-3.6302,-0.8767,2.5149,-0.4971,-0.1454,-1.1265,-0.0709],[-2.2507,-1.3142,11.0431,18.7944,-4.4541,-0.3669,-1.6424,-0.6527,-0.0059,-1.4342,0.4945],[-1.5594,-1.3113,13.3034,16.0255,-3.4599,-0.2236,-0.3028,-0.9966,0.0626,-1.3981,0.035],[-2.4505,-2.3868,11.8954,19.7009,-2.1755,-1.3323,-0.356,-0.5303,-0.4562,-1.5206,-0.0025],[-5.0348,-2.4785,13.4215,21.536,-1.4141,-1.5795,-0.3354,-0.5048,-0.0741,-1.8664,0.0229],[-3.6837,-1.3794,16.5124,19.0817,-3.0636,-0.3346,1.4833,-0.0256,0.3852,-1.4814,-0.2734],[-1.9321,-1.4033,21.2344,15.0848,-1.7086,-0.6317,-1.4447,-0.1514,0.2787,-1.4364,-0.1748],[-3.347,-1.5832,12.7076,18.749,-1.0156,-0.4413,0.7747,-1.1971,-0.2024,-1.0109,0.0931],[-4.4879,-1.5242,12.4859,22.4844,-1.3557,0.0391,0.7459,-1.6001,0.2167,-1.7808,-0.0113],[-2.843,-2.9142,15.6227,20.7143,-1.4917,-0.3095,-0.5988,-0.6543,-0.0627,-1.6807,-0.6341],[-4.4512,-2.445,12.8414,20.3265,-1.1337,-3.1018,-0.2398,-1.4056,-0.1542,-1.4968,-0.5303],[-3.1285,-2.1538,12.2552,20.219,-0.0094,-0.6753,0.5043,-1.0825,-0.0129,-1.5974,-0.3731],[-3.6947,-1.861,11.9288,21.3789,-1.2577,-1.3837,-0.0608,-0.3773,0.1579,-1.5433,-0.2238],[-4.2306,-1.653,12.4102,19.4738,-1.6805,-1.0059,0.1172,-0.329,0.2642,-1.382,-0.6663],[-2.9667,0.1169,11.3767,17.3799,-1.8502,-0.744,1.1323,-0.615,0.033,-0.7702,-0.6051],[-3.7675,-0.6658,9.5994,21.2623,-1.8526,-1.7619,0.8373,-0.7399,0.3119,-1.266,-0.1132],[-3.2023,-1.5456,10.9859,20.7105,-1.1595,0.1681,1.4858,-0.0431,-0.0672,-1.2781,-0.0622],[-3.4525,0.0645,10.4181,17.2741,-1.8914,-0.178,-0.5833,-0.5648,-0.0819,-1.1563,-0.2809],[-3.7487,-0.6057,9.5569,16.1594,-1.7887,-0.392,-0.6835,-0.6468,0.0729,-1.1958,-0.3385],[-4.2122,-0.4362,6.2658,13.6814,-0.645,-1.7753,2.0026,-1.2844,0.2489,-0.8328,-0.2094],[-3.8247,-3.0481,10.8677,17.7325,-1.8733,-0.5876,2.6,0.266,0.3788,-1.1329,-0.187],[-3.6129,-0.1364,8.0525,11.4521,-1.4412,-1.4791,-0.2031,-0.7344,-0.0807,-1.218,0.1066],[-3.1653,-0.6773,9.2032,13.0549,-1.6606,-0.7068,-1.2765,-1.0967,-0.0753,-1.4811,0.115]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=fable>\n<parameter=orbit>\n016\n</parameter>\n<parameter=plum>\nspruce_838\n</parameter>\n</function>\n</tool_call>","n_tokens":46,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0200-renamed-611403","set":"renamed_A","cohort":"valid_call","family":"text_case","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> lattice {\"tango\": \"spruce_931\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: change stored text to uppercase.\nStored text identifier: \"spruce_931\".\nUnrelated archived note: birch_731, reference 083. These are not inputs to this request.","tools":[{"function":{"description":"Change stored text to lowercase. Inert synthetic operation.","name":"mosaic","parameters":{"additionalProperties":false,"properties":{"tango":{"description":"Stored text identifier","type":"string"},"velvet":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["tango"],"type":"object"}},"type":"function"},{"function":{"description":"Change stored text to uppercase. Inert synthetic operation.","name":"lattice","parameters":{"additionalProperties":false,"properties":{"tango":{"description":"Stored text identifier","type":"string"},"velvet":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["tango"],"type":"object"}},"type":"function"}],"prompt_tokens":548,"decision":{"rms":0.3443283515931555,"sumsq":121.40647803992033,"hb":[0.02386,-0.01146,-1.87139,0.21559,-1.4065,0.16099,-0.75682],"lse":24.06606594238786,"logits":[13.561,13.309,10.971,12.86,12.158,9.352,8.49,9.051,10.993,12.364,11.105,16.607,10.904,9.912,14.566,8.76,8.804,8.909,11.005,11.168,18.693,15.101,12.812,13.547,11.623,11.093,10.046,10.163,15.053,9.287,9.964,13.892,13.292,8.263,12.914,9.396,12.026,11.157,15.116,13.584,13.886,10.582,8.794,10.939,5.188,7.269,-0.269,11.819,5.408,13.719,2.447,7.019,9.371,8.013,8.174,4.624,9.051,14.276,10.644,6.335,8.3,13.338,3.042,9.611,9.989,11.629,3.607,9.375,0.85,17.27,7.198,6.775,8.633,-1.867,5.429,2.541,9.887,6.603,7.638,8.687,9.853,8.497,6.427,8.254,10.007,4.715,5.539,3.271,9.272,12.468,1.319,3.251,15.075,13.076,1.78,5.229,11.749,-3.655,5.577,2.093,5.665,6.61,0.87,8.862,-0.015,11.509,8.858,4.211,8.202,9.01,4.935,10.111,4.304,5.643,4.535,10.628,14.738,4.529,6.382,6.043,11.83,10.628,11.635,11.992,12.109,13.008,1.261,11.812,7.433,7.265,0.869,5.959,6.686,5.957,13.029,7.563,4.608,12.658,4.965,7.745,6.978,13.212,12.308,4.644,-0.31,5.81,9.909,0.261,16.014,1.307,-0.679,8.082,5.932,7.453,3.5,12.45,6.069,8.599,6.622,7.278,6.896,3.959,8.792,-3.522,6.609,4.864,9.421,4.735,-4.832,8.122,9.765,9.181,11.34,6.174,8.844,6.287,7.04,3.671,10.481,7.02,6.107,7.434,6.346,5.011,7.368,16.122,10.098,9.594,-2.825,8.284,8.145,2.72,9.735,12.333,5.087,3.407,7.22,9.866,6.514,3.826,5.567,12.955,4.984,3.836,10.876,6.866,10.857,6.194,4.181,10.568,2.949,10.595,13.115,1.842,5.372,6.588,-4.26,1.654,5.679,2.219,7.376,7.803,8.15,3.231,-1.647,3.636,6.46,3.706,0.629,4.848,9.651,-1.958,4.143,5.455,8.374,8.899,3.506,9.51,5.575,8.231,9.261,4.987,3.567,1.638,4.953,12.247,0.03,-3.247,6.239,8.331,1.213,10.121,9.043,6.234,5.706,-2.819,11.718,10.588,5.951,9.272,7.094,12.088,5.021,2.067,8.035,7.19,1.579,9.527,4.319,13.235,0.556,6.969,0.269,1.085,1.87,6.533,8.014,6.021,8.231,1.66,10.285,11.713,0.639,5.508,2.855,6.119,-0.034,9.736,11.658,10.763,8.561,4.163,10.875,7.254,8.988,7.896,7.726,11.858,13.026,7.759,9.374,6.103,6.076,6.915,5.912,2.506,7.398,10.38,-0.169,8.723,5.499,4.958,11.248,7.347,0.404,-0.233,8.139,6.787,-5.696,-0.286,4.88,11.389,9.997,8.753,11.341,9.911,-1.707,-2.095,6.919,8.386,13.311,8.019,1.128,8.988,10.866,8.647,9.514,2.445,1.698,4.971,-2.237,10.498,11.876,13.719,11.349,5.198,10.174,2.824,8.425,2.08,11.096,2.957,-0.499,3.617,9.192,11.36,11.031,11.798,8.344,8.27,0.745,5.525,0.231,-0.9,9.016,9.308,11.913,4.712,1.835,4.862,9.049,10.772,1.053,5.162,9.087,4.27,1.961,9.034,10.79,13.507,3.656,-1.415,13.416,1.703,6.831,4.28,1.568,2.724,8.048,9.126,4.037,9.221,3.084,10.345,1.221,7.926,6.537,2.259,2.376,0.514,3.967,-2.338,4.893,3.316,10.383,0.045,10.104,10.846,-4.173,1.41,10.072,8.244,0.269,4.126,8.956,7.878,-3.48,11.076,6.318,7.648,5.808,11.117,2.328,6.966,5.796,9.781,3.59,1.074,11.239,-1.558,10.301,7.769,2.348,4.212,4.858,4.511,9.421,4.816,10.168,11.101,7.559,8.103,6.112,4.854,2.823,7.487,10.772,0.872,9.415,1.095,6.283,-0.352,7.432,-2.018,6.042,2.611,7.508,6.408,7.32,-0.759,1.74,8.58,9.888,3.485,7.321,1.456,-0.673,1.839,9.354,5.642,7.581,11.999,6.589,0.578,2.585,2.877,0.467,5.764,6.302,3.494,7.039,4.14,7.428,-1.015,6.261,8.275,-2.631,6.614,14.377,7.344,6.307,6.733,6.5,8.892,5.148,4.822,9.375,3.228,7.448,3.78,6.076,1.299,2.646,3.793,1.38,4.376,2.592,3.341,7.946,11.629,4.717,9.273,-1.286,3.274,6.687,2.273,7.412,11.296,5.98,7.641,6.768,3.961,1.143,-1.746,5.692,6.18,1.111,-1.06,0.913,6.093,4.443,3.93,4.752,5.681,4.296,4.963,7.269,1.387,3.013,6.065,4.668,-1.281,1.152,9.349,2.505,3.51,8.925,6.041,5.026,5.224,1.475,4.588,-4.16,2.409,6.119,9.541,2.357,11.157,1.239,6.113,9.501,1.832,-2.063,2.062,8.57,9.344,6.488,3.007,9.592,2.284,0.308,6.879,4.417,7.979,2.652,5.362,-1.911,5.27,7.439,1.1,3.416,5.705,9.708,-0.169,4.273,1.844,7.226,0.482,11.793,-2.301,12.037,6.946,-2.349,7.546,9.01,-2.031,1.027,2.237,4.155,13.622,1.222,7.616,7.698,5.169,11.388,9.471,0.023,-0.663,-3.038,-1.225,6.573,9.941,8.784,6.243,1.328,5.57,2.766,8.609,3.55,8.121,6.717,4.607,2.258,3.464,3.292,10.525,4.418,9.008,-4.675,5.457,5.707,2.155,4.791,3.48,7.821,11.459,5.285,-1.768,0.406,6.348,9.44,-2.414,3.526,7.485,4.043,7.19,6.957,-1.608,3.901,0.682,-1.938,3.57,6.209,7.883,-3.774,1.317,-0.946,10.916,-1.851,4.264,5.009,9.146,7.301,6.688,1.088,6.617,5.965,-1.278,6.608,10.133,-4.113,-0.785,1.876,4.005,2.336,4.361,5.996,8.994,0.01,2.307,3.111,2.268,7.412,9.034,-0.279,-0.071,0.578,9.206,3.944,7.023,8.058,4.765,9.185,5.518,2.684,6.71,2.851,4.202,5.567,0.809,5.219,3.206,0.913,-0.901,12.355,-2.362,5.159,1.082,0.52,5.903,6.129,-1.433,6.515,11.192,1.05,0.181,4.338,4.361,4.489,0.675,2.725,0.292,10.363,4.38,-0.356,9.794,-0.248,8.943,6.532,4.426,5.274,-1.048,2.491,3.459,0.179,8.279,5.678,1.094,11.761,-1.566,3.274,5.348,5.674,1.801,4.695,4.184,1.832,2.345,4.883,-0.093,-0.102,7.838,-0.769,0.44,7.233,1.6,-2.197,0.101,6.541,1.181,1.535,-2.977,2.521,7.832,6.56,2.192,2.61,0.947,1.507,3.648,-1.105,-2.709,10.49,7.972,2.431,-2.193,3.161,6.171,0.858,4.632,11.505,-2.062,4.733,4.177,6.797,2.706,6.587,-0.133,3.33,-0.059,9.128,-2.068,-2.274,4.246,2.439,-0.05,-2.696,-0.508,2.085,-0.228,2.435,3.433,-0.904,4.956,3.277,0.969,-1.357,-2.11,-1.889,1.788,1.004,2.603,3.859,0.228,3.777,-0.237,3.773,1.034,-2.687,2.677,-0.809,2.932,1.68,2.357,2.898,4.373,-1.958,3.881,-0.139,2.125,1.411,-1.822,2.098,1.265,3.629,0.14,1.058,1.681,0.27,10.865,7.946,1.37,2.107,4.011,4.214,5.321,2.205,-0.907,1.922,1.527,-4.261,-1.939,-1.812,-3.699,4.029,-1.843,0.816,0.007,5.257,-3.018,-2.175,4.663,-1.683,-1.406,0.259,-0.062,1.397,-1.32,-2.247,-2.472,0.369,0.52,0.098,-0.654,-1.055,1.946,3.193,1.532,1.63,-1.106,-3.346,0.584,-0.148,1.365,2.287,1.789,3.015,2.505,-3.417,-2.849,4.517,2.987,0.255,-2.663,1.926,3.362,-0.221,-0.818,-0.307,-0.059,1.048,4.811,-0.904,0.504,1.57,4.377,1.51,2.591,1.581,2.583,-0.616,3.381,-3.248,2.194,1.194,2.251,4.228,1.152,2.884,3.258,-4.078,-0.548,4.992,2.597,-0.386,0.395,-0.053,3.433,-0.032,5.093,-1.09,5.621,0.251,0.633,0.584,-0.32,5.143,-0.249,-1.275,2.796,-3.671,1.861,1.932,4.861,0.561,3.397,-0.444,0.99,0.367,-1.234,5.217,3.079,3.518,0.576,-0.978,1.099,-2.363,-1.813,-2.291,-3.833,1.481,-2.756,3.065,-1.465,0.676,-0.768,0.718,6.632,3.695,0.155,1.404,3.151,-0.261,-1.052,4.021,2.739,1.655,-0.816,4.304,2.832,2.48,2.351,4.165,-0.493,4.426,-2.198,0.729,0.543,0.093,-0.218,-4.304,-0.071,3.593,1.708,-0.207,3.205,5.52,2.615,-0.278,3.032,-0.354,0.172,4.492,0.583,4.118,4.425,-1.49,-1.272,-0.811,0.948,-2.173,-3.506,0.888,-2.639,1.438,-4.272,0.507,1.181,1.043,-1.422,1.116,4.74,-0.163,2.009,3.371,0.052,-4.088,11.91,24.056,13.118,12.46,12.071,16.597,13.969],"base_top":[[248058,24.056],[40,18.693],[760,17.27],[27,16.607],[248068,16.597],[3928,16.122],[2665,16.014],[75,15.116],[43,15.101],[1206,15.075]]},"positions":{"tokens":[248058,198,27,1628,39287,30748,29,198,27,15704,23251,5005,29,198,49931,10208,62,24,18,16,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=l","attice",">","\n","<","parameter","=t","ango",">","\n","spr","uce","_","9","3","1","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.3468,-1.0746,2.239,2.0853,-3.4042,1.5216,-0.3871,-0.2611,-0.0116,-0.8406,-0.0159],[-4.6919,0.7197,7.9621,14.9137,-1.3731,-1.8353,2.1541,-0.8241,0.1219,-0.5681,-0.3635],[-5.1824,-0.7506,11.8813,18.4932,-2.5879,0.2474,-0.3451,-0.4543,0.0672,-1.0339,-0.2672],[-2.3399,-1.3155,10.946,17.1355,-3.2439,0.1799,1.4966,-0.9182,0.0156,-0.4684,-0.0747],[-1.5367,-2.05,11.2055,18.5039,-3.9242,0.8304,-1.8761,-0.8615,-0.0354,-0.9916,0.245],[-3.3344,-2.3691,12.3143,19.5845,-2.8229,-1.1538,-0.7846,-0.627,-0.1322,-0.7987,0.171],[-5.1351,-1.548,11.8599,22.1111,-1.9463,-1.1593,0.5159,-0.777,0.076,-1.3422,0.002],[-5.9855,-0.5163,12.0457,22.0233,-1.9786,-2.4113,1.4399,-0.3213,0.122,-1.0,-0.3587],[-5.6262,-0.5165,12.6832,18.2393,-2.19,-1.4533,0.3629,-0.2635,-0.0653,-1.0464,-0.165],[-1.1704,-0.5926,10.702,16.6737,-2.8999,-0.8402,3.5715,-0.6529,-0.0255,-0.9328,-0.5244],[-2.0643,-1.7265,12.5781,20.3514,-3.3372,-1.6824,-2.0477,-0.8087,0.168,-1.2608,0.1307],[-0.5072,-1.3216,11.6543,17.4128,-2.0481,-2.4993,-1.3817,-0.6242,-0.1127,-1.0726,0.0775],[-4.5086,-1.7305,13.3319,22.2769,-2.0316,-1.6196,0.26,-0.9362,0.0767,-1.6709,0.0664],[-3.6801,-1.2843,16.584,19.8211,-3.8588,-0.3992,1.1585,-0.3433,0.2696,-1.4776,-0.1798],[-1.5759,-1.0764,20.6025,15.3704,-1.715,-0.583,-1.6585,-0.506,0.2301,-1.4459,-0.1522],[-3.6229,-1.3309,12.8815,19.1881,-1.2236,-0.3184,1.0932,-1.3255,-0.0598,-1.1098,0.1765],[-4.4763,-0.9856,13.2336,22.8377,-2.0051,-0.2996,0.9299,-1.5517,0.2356,-1.8932,0.0114],[-2.7446,-2.7163,16.6757,21.2824,-2.1739,-1.2819,-0.6763,-0.4992,0.0336,-1.5957,-0.6262],[-4.3459,-2.4218,13.8407,21.5108,-0.4415,-2.3666,0.0635,-1.2464,0.0695,-1.7154,-0.4437],[-3.5755,-1.4951,14.1121,22.5501,-0.5752,-0.4837,0.5452,-1.3099,0.3066,-1.7873,-0.2857],[-4.1039,-1.3536,12.4281,21.3508,-1.3105,-1.5743,0.1157,-0.8162,0.1302,-1.4825,-0.1518],[-3.8565,-0.9169,13.1654,19.0641,-1.7483,-1.0344,0.3892,-0.5649,0.3164,-1.3234,-0.593],[-2.8274,0.277,11.6817,17.0333,-1.8399,-1.292,1.1064,-0.3057,0.0756,-0.7718,-0.4576],[-3.3347,-0.387,10.5704,21.669,-0.7649,-2.4262,1.3027,-1.0804,0.3494,-1.3916,-0.113],[-2.602,-1.4643,11.8527,21.3785,-1.1568,-0.6138,1.3413,-0.2625,0.2203,-1.1334,-0.274],[-3.8995,-0.3515,11.7951,18.428,-1.3832,-0.9888,0.3275,-0.7393,-0.0235,-1.2401,-0.4],[-3.7348,-0.6352,10.8464,17.4731,-1.708,-0.5705,-1.2018,-0.9216,0.1258,-1.2759,-0.4812],[-4.3627,-0.0343,7.0565,14.754,-0.7464,-1.5336,2.1095,-1.2847,0.2858,-0.9388,-0.2533],[-4.6133,-1.8905,11.0504,17.6291,-1.5586,-0.8673,2.0183,-0.222,0.3412,-1.207,-0.2753],[-4.4631,-0.2499,8.7706,12.8838,-1.6402,-1.3855,-0.202,-0.9871,-0.0588,-1.2716,0.0842],[-3.124,-0.1723,9.6376,13.6563,-1.6299,-0.3669,-1.7634,-1.1165,-0.0725,-1.6707,0.0529]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=lattice>\n<parameter=tango>\nspruce_931\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=lattice>\n<parameter=tango>\nspruce_931\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=lattice>\n<parameter=tango>\nspruce_931\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=lattice>\n<parameter=tango>\nspruce_931\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0246-renamed-611403","set":"renamed_A","cohort":"no_tool","family":"substring_position","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_266, reference 047. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to find the last position of a term in stored text. Do not access or change stored data.\nText to locate: \"cedar_929\". Stored document identifier: \"070\".","tools":[{"function":{"description":"Find the first position of a term in stored text. Inert synthetic operation.","name":"cobalt","parameters":{"additionalProperties":false,"properties":{"fable":{"description":"Stored document identifier","type":"string"},"tango_quartz":{"description":"Text to locate","type":"string"},"velvet":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["fable","tango_quartz"],"type":"object"}},"type":"function"},{"function":{"description":"Find the last position of a term in stored text. Inert synthetic operation.","name":"harbor","parameters":{"additionalProperties":false,"properties":{"fable":{"description":"Stored document identifier","type":"string"},"tango_quartz":{"description":"Text to locate","type":"string"},"velvet":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["fable","tango_quartz"],"type":"object"}},"type":"function"}],"prompt_tokens":640,"decision":{"rms":0.3658002069847089,"sumsq":137.0202024243772,"hb":[-0.02347,-0.06587,-1.52035,0.12327,-0.98108,0.2821,-0.44109],"lse":22.123323312955836,"logits":[14.211,12.766,14.355,12.881,13.435,12.238,9.16,10.799,11.614,12.21,10.651,15.733,12.607,10.209,15.418,11.043,9.244,12.054,9.995,12.081,19.796,10.624,10.29,14.472,13.158,11.358,10.078,9.606,12.053,9.108,9.17,13.231,14.657,8.513,13.469,12.692,10.753,10.494,8.974,8.676,12.497,8.277,7.823,10.771,6.373,8.704,4.046,11.004,6.599,15.4,4.291,8.398,7.53,10.301,7.463,5.947,9.566,11.229,10.136,7.951,6.978,15.709,1.626,6.756,7.518,10.913,6.477,10.538,1.638,18.989,9.55,10.172,8.457,1.102,12.332,3.799,9.456,6.792,8.91,12.417,9.591,9.117,9.75,9.174,9.829,7.121,8.483,2.111,14.995,11.356,-0.884,5.705,19.178,11.411,6.814,7.155,13.257,-3.511,1.462,3.844,7.862,8.551,2.804,9.991,0.099,13.529,10.775,4.734,7.903,10.868,6.607,11.35,6.872,6.612,7.909,12.218,16.717,8.368,7.636,10.882,13.234,11.595,14.309,15.104,15.899,12.587,4.754,9.628,8.861,7.962,3.581,9.475,3.744,8.29,10.291,10.235,4.752,15.009,4.049,9.762,7.623,15.333,14.231,3.87,1.069,8.776,13.969,-1.078,17.176,2.078,-2.699,10.128,6.262,7.312,5.576,9.453,8.382,8.8,9.367,9.8,8.908,5.905,11.423,-1.829,6.641,5.844,10.878,9.375,-5.772,9.825,12.33,12.767,14.419,8.251,8.675,7.153,10.779,6.33,12.377,8.802,7.989,4.53,7.128,3.076,8.299,16.559,5.733,10.628,0.926,11.5,10.826,4.795,13.864,12.51,6.922,6.454,9.503,14.468,9.353,2.433,7.206,11.85,6.646,1.327,13.071,8.458,13.458,9.986,3.709,14.426,3.701,14.721,14.653,3.598,9.35,6.372,-3.784,3.853,1.943,3.671,11.202,12.266,8.672,3.362,-1.283,7.251,8.764,4.58,-0.044,6.003,11.26,-1.08,1.671,7.746,11.356,14.741,6.204,11.221,5.769,9.89,7.615,3.602,4.137,3.84,6.918,13.632,0.197,0.406,9.448,9.346,0.911,13.158,10.758,10.281,6.032,0.357,10.702,12.623,9.057,13.008,11.354,10.86,6.726,2.071,4.188,11.063,4.704,11.089,5.283,14.947,0.658,2.23,1.063,2.245,1.559,11.003,8.324,8.443,7.271,2.635,13.447,10.378,0.469,6.1,5.713,8.117,-0.623,9.391,11.499,12.535,10.214,7.625,13.162,8.418,8.813,15.964,10.045,12.959,14.07,8.698,11.674,7.147,6.271,10.292,7.869,6.208,7.641,12.606,1.728,9.799,9.11,6.122,15.702,3.359,-2.32,-0.736,9.466,7.728,-2.75,1.356,3.351,9.622,7.075,8.028,6.993,12.048,-3.568,-2.303,9.122,10.712,16.56,8.492,2.609,12.385,13.452,6.978,11.291,2.059,1.753,5.563,-1.388,9.667,12.918,11.895,7.329,6.117,8.845,6.691,6.262,5.174,12.742,5.557,-1.466,4.023,10.235,12.853,6.976,11.24,11.001,8.817,2.784,6.033,-0.019,0.085,14.908,12.056,11.848,7.665,2.924,4.96,9.748,11.334,1.366,9.145,10.902,3.86,5.784,11.234,8.896,15.358,3.622,-1.804,15.367,3.12,7.533,4.314,2.876,3.523,10.645,13.459,3.62,12.627,7.068,13.15,1.818,11.403,8.203,3.168,0.601,5.113,4.159,-3.152,5.683,4.335,11.597,1.991,8.97,11.87,-0.958,1.413,11.653,8.141,4.271,5.725,10.271,9.231,-1.066,11.697,6.306,10.621,6.884,11.255,4.261,8.825,7.755,8.731,5.185,1.314,13.197,-2.474,14.001,7.949,5.383,5.745,2.111,6.163,6.955,8.727,14.039,13.759,9.542,10.929,7.19,6.733,1.728,5.891,11.334,1.812,11.746,1.946,8.128,1.862,10.409,0.103,4.959,2.326,10.327,5.538,6.258,0.531,1.592,12.539,9.93,5.75,8.663,2.471,0.899,3.29,10.277,8.892,7.149,13.312,7.919,-0.229,2.64,1.353,0.354,9.229,6.419,2.62,11.038,6.044,11.133,-1.025,7.56,12.821,0.132,7.814,17.209,11.787,6.136,7.564,7.076,9.403,6.063,8.556,12.779,1.416,8.839,3.015,7.358,3.703,5.138,5.407,2.197,4.72,1.603,5.603,10.139,12.839,5.134,10.522,2.317,5.403,9.648,3.463,9.699,13.929,9.612,7.225,9.8,2.325,1.551,0.61,6.089,6.957,2.104,-1.505,1.002,7.362,7.899,6.376,3.686,4.48,7.323,5.733,8.328,4.343,4.15,7.062,5.973,3.519,-1.733,10.579,2.198,7.169,12.237,9.226,4.639,7.351,1.8,6.698,0.42,1.514,7.291,9.759,4.749,10.601,4.417,9.452,8.288,4.047,-1.645,4.154,8.82,11.483,7.419,2.379,9.28,4.223,-0.247,3.444,6.532,10.798,2.563,8.924,-1.839,7.52,8.039,2.686,2.617,6.502,11.563,0.072,3.347,1.139,6.701,0.027,9.771,0.553,12.607,11.349,-1.407,6.254,10.338,-0.219,3.988,1.785,8.039,12.493,4.402,8.959,8.943,3.693,11.054,9.882,1.162,-4.04,-1.707,0.712,8.457,12.208,8.731,8.66,-2.219,7.443,3.985,8.732,6.217,8.473,16.226,7.301,3.252,2.91,5.932,11.973,5.588,10.381,-2.203,2.548,5.851,2.193,4.625,3.856,9.01,13.865,7.596,1.28,1.565,6.917,11.042,0.652,6.022,7.212,5.384,8.089,5.467,-4.188,4.965,4.025,-0.03,3.964,8.065,9.229,0.283,2.13,-0.323,13.444,-2.75,6.912,8.835,5.97,7.681,9.029,0.894,4.914,7.198,-0.135,5.337,13.683,-4.111,1.351,4.841,6.564,1.216,6.804,7.985,5.803,0.325,4.13,4.021,2.398,6.197,13.889,1.26,1.589,1.264,9.724,7.882,9.126,4.577,11.837,13.305,7.974,3.074,5.844,1.889,2.381,7.661,0.317,6.608,4.452,2.65,0.785,11.385,-0.595,7.603,5.35,2.623,5.057,8.984,-0.323,8.599,11.026,2.403,1.227,7.069,7.389,3.988,6.185,4.33,1.089,5.565,1.394,3.331,7.274,0.035,7.453,6.663,5.887,5.37,2.184,3.208,6.327,0.842,9.358,9.484,2.845,11.536,3.175,4.072,5.799,5.117,3.555,8.582,1.348,3.647,3.791,6.88,1.337,0.207,10.948,2.801,0.936,7.172,1.222,-4.648,2.364,8.06,2.4,4.845,-1.275,3.587,9.313,5.416,3.162,0.966,2.05,-0.015,1.483,-0.572,-4.258,8.9,10.376,2.102,-0.452,4.899,4.968,3.16,6.814,11.148,-3.294,5.538,5.576,3.481,6.223,8.348,-0.176,3.489,0.739,10.219,2.033,0.811,4.455,1.087,-0.067,-2.25,0.35,1.806,0.753,4.676,6.7,0.745,7.466,5.759,1.611,-1.856,-1.566,-2.137,-0.376,2.642,0.873,5.745,1.631,3.988,1.938,4.848,3.593,-1.79,-1.267,2.067,5.023,1.55,4.946,3.556,4.334,-2.042,2.222,0.944,1.846,1.446,-3.091,3.301,3.755,-0.593,-0.229,2.731,-1.523,2.639,10.033,9.427,1.632,2.184,2.836,5.972,3.816,-0.114,-2.055,2.878,1.872,-0.003,0.833,0.866,-4.395,3.291,-1.798,3.241,0.581,3.014,-1.066,-1.316,1.687,-1.023,0.99,1.092,0.489,3.284,-0.97,0.3,-0.282,2.386,1.423,-0.558,0.773,1.716,-0.833,-0.379,2.807,2.147,-1.48,-0.405,0.002,2.91,0.418,1.736,1.916,3.029,3.177,-0.329,-2.011,7.315,3.664,1.891,1.493,2.995,3.596,-0.132,-0.13,-0.018,-0.278,-2.047,3.44,-1.435,2.987,2.592,6.437,1.451,3.119,3.743,2.418,1.027,3.92,-1.932,1.394,-0.48,1.601,3.322,-0.204,0.678,2.952,-2.88,-2.383,3.35,0.665,0.818,1.578,0.958,4.018,-0.399,6.111,0.451,3.217,0.451,0.125,0.457,-0.932,5.671,1.94,2.532,4.248,-0.791,-1.407,3.697,5.122,1.32,3.005,0.751,3.287,0.731,-0.497,2.753,2.243,3.143,2.41,1.37,3.361,-2.291,0.475,-1.006,-1.385,3.716,-1.339,0.811,0.508,1.66,0.982,1.797,5.672,4.039,-1.127,2.036,2.354,0.583,0.207,0.327,5.598,-0.663,0.581,7.236,1.332,3.507,2.629,6.857,0.091,4.157,-2.062,3.65,-0.788,-0.595,-0.236,-2.932,-1.856,2.455,2.841,0.252,3.072,3.064,4.111,0.088,3.068,2.873,-0.26,4.519,0.404,4.442,3.861,0.794,0.488,-0.681,0.817,-1.05,0.506,-0.237,-0.403,1.755,-2.955,4.182,1.922,-1.013,-0.188,5.455,3.653,1.515,2.762,3.284,2.21,-4.829,8.906,21.799,8.265,11.371,9.541,16.004,13.433],"base_top":[[248058,21.799],[40,19.796],[1206,19.178],[760,18.989],[27775,17.209],[2665,17.176],[1919,16.717],[12189,16.56],[3928,16.559],[49691,16.226]]},"positions":{"tokens":[248058,198,27,1628,18941,656,3045,29,198,27,15704,17572,470,29,198,15,22,15,198,510,15704,29,198,27,15704,23251,5005,10953,20932,29,198,1931,277,62,24,17,24,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=c","ob","alt",">","\n","<","parameter","=f","able",">","\n","0","7","0","\n","</","parameter",">","\n","<","parameter","=t","ango","_qu","artz",">","\n","ced","ar","_","9","2","9","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.8767,-1.0434,-1.3167,-0.6875,-1.8331,1.3586,-0.1315,-0.0638,0.145,-0.9036,-0.2487],[-4.4827,0.5646,7.8396,15.1912,-1.1654,-1.5916,1.1794,-0.6618,0.1332,-0.5429,-0.3553],[-4.1504,-0.8935,11.3896,17.2455,-2.3564,-0.4378,-0.4884,-0.2246,0.0994,-0.932,-0.28],[-2.2311,-0.3704,9.8886,16.0526,-2.4059,-0.5964,1.3613,-0.5997,-0.0638,-0.7656,-0.1656],[-1.5282,0.1121,8.9157,13.285,-1.8221,-0.7151,-1.7684,-0.4676,0.1141,-1.1403,0.3192],[-2.9391,0.6163,9.8324,12.3853,-1.4576,-0.6354,-1.7293,-0.2122,-0.0874,-0.903,0.371],[-3.7384,-2.0003,9.8034,18.0057,-0.4914,-1.4234,0.1551,-1.1254,-0.0209,-1.154,0.1229],[-4.4098,-2.0452,10.3368,20.9387,-1.2684,-1.906,0.2486,-0.7836,0.052,-1.1718,0.1557],[-5.2728,-0.78,10.6273,20.9727,-0.9909,-1.7995,1.6618,-0.1674,0.1636,-0.7004,-0.1981],[-5.528,-0.5766,11.1704,17.7751,-0.9664,-0.8617,0.3142,-0.2547,-0.0843,-1.1508,-0.222],[-0.9164,-1.5837,10.1068,17.1294,-2.2689,-0.776,3.26,-0.3962,-0.0208,-0.942,-0.4165],[-2.0094,-2.4538,11.7465,20.5475,-2.231,-1.316,-2.2992,-0.6726,0.091,-1.1127,0.3321],[-1.1502,-1.1598,11.3793,18.2575,-1.2913,-2.6381,-1.0272,-1.0748,0.235,-1.4711,-0.334],[-4.2324,-1.6882,11.0897,22.6598,-2.2483,-2.3911,0.2665,-0.8418,0.0705,-1.5145,0.0497],[-2.7664,-0.5508,13.4734,19.6393,-3.2479,-0.7381,2.107,-0.3068,0.3927,-0.9402,-0.1965],[-1.3043,-0.5113,17.1199,16.1405,-1.9848,-0.3735,-1.2349,-0.3812,0.2231,-1.0162,-0.2743],[-1.8225,-0.6462,14.1606,20.323,-0.0992,-0.403,-0.9098,-1.0569,0.171,-1.3254,-0.4402],[-2.4695,-0.758,13.363,22.3355,-0.411,-1.1006,-0.9816,-0.9974,0.2038,-1.3574,-0.2992],[-3.2913,-1.5426,11.7797,19.8606,-1.0493,-2.3535,1.0102,-0.5297,0.3895,-1.2189,-0.1601],[-4.3124,-1.6458,13.397,19.559,-2.4624,-1.5231,0.924,-0.6338,0.2018,-1.4351,-0.542],[-3.0445,-0.1338,11.8669,17.3465,-2.0603,-1.0494,0.9933,-0.4599,0.0085,-0.7363,-0.579],[-4.7018,-0.5873,9.9682,21.3897,-1.3048,-3.0188,0.963,-0.8591,0.3496,-1.0416,-0.2051],[-3.7014,-2.541,10.9405,20.7526,-1.9703,0.0736,1.5079,-0.0258,0.2264,-1.4456,-0.1757],[-4.4692,-0.9838,11.346,18.5788,-1.9642,-0.7764,-0.2249,-0.3199,-0.0945,-1.2312,-0.5086],[-0.9981,-1.2873,11.0876,18.418,-2.8498,-1.3949,2.921,-0.5998,-0.024,-1.1186,-0.4778],[-1.9159,-2.0524,12.2572,20.1574,-3.2861,-1.6026,-2.1515,-0.7827,0.1592,-1.4611,0.1338],[-0.4082,-1.5722,11.5218,17.9372,-1.7244,-2.9972,-1.0581,-0.6807,-0.1728,-1.1816,0.0287],[-2.2372,-2.3155,12.2757,21.3315,-2.459,-1.4188,-0.8536,-1.4044,0.1137,-1.8483,-0.0636],[-2.839,-1.8546,11.2321,18.2335,-1.5639,-0.3271,0.2093,-1.0893,-0.1077,-1.5909,-0.182],[-4.2919,-1.9591,11.607,20.0942,-1.6935,-2.8539,0.0955,-0.6404,-0.1158,-1.6792,-0.0201],[-3.4619,-1.5483,14.0319,17.1913,-2.9634,-0.9057,1.6724,-0.0761,0.1762,-1.1644,-0.3031],[-1.454,-1.2897,18.8382,13.6001,-1.8602,-1.1426,-1.05,-0.3231,0.0699,-1.1461,-0.248],[-2.4498,-2.8497,13.3733,20.1672,-1.4458,-0.1677,0.7879,-1.4226,0.0828,-1.1023,-0.0562],[-3.8202,-1.1432,12.7943,21.2037,-1.8857,0.3292,1.4385,-1.6499,0.2419,-1.8165,0.0761],[-1.9297,-1.7435,16.0309,19.2329,-1.5756,-0.4602,0.102,-0.5221,0.1566,-1.5567,-0.4904],[-3.5367,-1.9454,13.0271,20.7843,-0.8368,-1.1587,-0.6922,-1.2015,0.2392,-1.5325,-0.5024],[-3.8603,-2.5447,12.8287,20.1091,-0.4942,-1.4544,-0.089,-0.8218,-0.0677,-1.6016,-0.2777],[-3.2061,-1.6335,10.8531,19.586,-0.3361,-1.6647,-0.0112,-0.457,0.1173,-1.4643,-0.0496],[-3.5424,-1.3796,11.9857,18.4747,-1.0926,-0.869,0.2714,-0.3774,0.2802,-1.3109,-0.604],[-2.8719,-0.11,11.2768,17.3883,-1.2168,-0.8808,1.2371,-0.4692,0.1446,-0.5991,-0.6623],[-2.2977,-0.1239,9.4589,20.4636,-0.5516,-2.2564,-0.0577,-0.8733,0.3845,-1.3493,-0.0944],[-2.3207,-0.8518,10.0188,19.9809,-1.0658,-0.4876,0.6038,-0.1538,0.0009,-1.2846,-0.2442],[-2.5092,0.1884,10.8817,16.3921,-1.0771,-1.0027,-0.4713,-0.7431,0.0289,-1.22,-0.4141],[-3.697,-0.2622,9.9224,16.7247,-1.6627,-0.6113,-0.4148,-0.7407,0.1761,-1.2694,-0.306],[-4.3435,-0.617,6.4438,13.5553,-0.5855,-1.7723,1.6251,-1.1175,0.2816,-0.9082,-0.1504],[-3.8632,-2.6752,10.4027,17.7973,-1.9756,-0.8664,2.1222,0.2596,0.2545,-1.0459,-0.1433],[-3.4802,-0.082,8.0284,11.799,-1.7824,-1.3411,-0.442,-0.6935,-0.0225,-1.2965,0.1362],[-2.9217,-0.4727,9.2606,13.3041,-1.5889,-0.7369,-1.6322,-1.0625,-0.0571,-1.5202,0.1073]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=cobalt>\n<parameter=fable>\n070\n</parameter>\n<parameter=tango_quartz>\ncedar_929\n</parameter>\n</function>\n</tool_call>","n_tokens":48,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0060-renamed-611403","set":"renamed_A","cohort":"valid_call","family":"archive_state","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> lumen {\"fern\": \"067\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_729, reference 082. These are not inputs to this request.\nPlease restore an archived record to active state.\nRecord identifier: \"067\".","tools":[{"function":{"description":"Mark a record archived. Inert synthetic operation.","name":"lattice","parameters":{"additionalProperties":false,"properties":{"cobalt":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"fern":{"description":"Record identifier","type":"string"}},"required":["fern"],"type":"object"}},"type":"function"},{"function":{"description":"Restore an archived record to active state. Inert synthetic operation.","name":"lumen","parameters":{"additionalProperties":false,"properties":{"cobalt":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"fern":{"description":"Record identifier","type":"string"}},"required":["fern"],"type":"object"}},"type":"function"}],"prompt_tokens":536,"decision":{"rms":0.39364055785997376,"sumsq":158.67073412332684,"hb":[0.01393,-0.00429,-2.07945,0.24238,-1.60137,0.30527,-0.80449],"lse":24.015977306750745,"logits":[13.262,12.023,10.638,11.586,11.161,10.36,7.153,7.934,10.52,10.652,9.681,16.911,11.53,10.256,14.048,10.281,9.624,9.827,11.724,10.771,19.257,13.166,12.221,13.854,12.712,11.978,11.813,9.883,11.846,8.888,10.257,13.541,13.316,8.105,12.031,8.68,10.602,10.173,13.188,11.269,12.227,9.276,8.283,11.358,3.984,5.71,-0.239,9.946,4.887,13.05,4.007,7.815,8.602,7.31,7.872,5.727,9.239,13.569,9.877,5.734,6.764,13.549,3.859,9.281,7.798,11.065,5.617,11.058,1.045,16.807,9.523,6.171,7.941,-1.097,7.43,2.159,9.739,7.087,8.533,7.671,9.562,8.102,7.295,7.913,10.479,5.831,6.994,4.556,8.846,11.809,0.595,3.674,14.603,12.041,4.631,6.654,11.088,-4.073,4.615,4.234,6.197,7.49,1.536,7.877,0.482,12.325,9.0,5.187,7.838,10.641,5.703,9.389,4.988,6.381,7.2,10.406,14.848,3.963,6.662,7.515,12.484,10.888,12.11,13.134,12.161,10.623,3.137,10.096,8.213,9.589,1.14,5.826,4.014,5.716,12.208,6.653,4.344,12.158,3.801,7.388,8.528,12.736,12.472,4.802,-0.975,7.043,10.645,1.004,15.208,2.152,-1.06,8.024,6.165,7.753,4.458,8.316,6.179,6.94,7.864,9.201,7.283,5.993,9.151,-2.001,8.406,3.354,8.608,3.5,-5.49,7.731,10.488,10.392,11.665,6.089,8.321,4.857,6.653,6.591,10.779,7.608,6.134,5.79,5.651,5.016,8.376,14.507,5.564,11.193,-2.027,9.908,9.568,1.917,10.262,11.615,3.829,2.777,9.415,9.966,8.193,2.25,7.959,12.436,6.113,4.323,12.175,7.865,8.422,5.885,4.943,10.482,1.415,10.689,14.233,2.506,7.65,6.648,-5.695,0.253,4.702,4.046,7.046,8.575,8.388,3.897,-0.416,4.926,6.729,5.7,1.219,3.742,9.571,-2.723,2.705,8.818,8.371,11.546,2.662,9.651,6.705,8.092,5.629,3.861,3.617,3.328,3.698,11.378,0.412,-5.321,6.996,9.19,0.651,10.286,8.719,8.015,4.027,-2.761,12.624,11.486,7.716,9.624,8.165,10.691,4.749,1.464,5.669,4.748,0.887,9.653,3.946,14.588,1.011,3.416,1.387,0.809,1.794,7.706,7.139,5.915,9.25,0.917,9.351,9.063,0.478,4.624,4.366,8.409,-0.567,8.286,12.149,10.897,7.218,4.943,10.65,7.2,7.102,9.106,8.997,10.765,13.736,8.848,9.457,5.334,6.168,8.888,6.243,4.555,4.247,10.433,1.784,10.108,6.127,3.788,11.987,4.378,-1.731,-3.366,7.632,6.713,-4.742,-0.972,4.099,10.296,8.476,9.055,9.68,9.879,-4.187,-3.842,6.771,8.63,13.3,7.841,1.935,9.111,12.939,7.56,8.994,1.133,3.354,6.197,-2.503,10.789,12.105,12.648,10.239,3.773,10.264,3.863,6.685,2.066,9.853,3.68,-1.673,5.867,8.068,12.297,6.254,10.039,9.313,9.813,1.217,5.578,0.182,-0.304,11.162,9.526,13.83,4.903,3.547,3.761,9.023,9.681,1.461,5.393,9.415,4.591,3.958,9.787,7.781,12.998,3.909,-3.286,12.705,3.183,8.554,4.849,2.255,1.884,7.195,11.149,4.847,10.594,4.693,10.376,0.349,9.273,7.456,2.85,2.472,1.312,3.916,-2.612,5.08,3.359,10.646,0.347,9.232,11.315,-3.682,2.811,10.511,8.234,-0.812,4.135,8.966,8.854,-2.507,12.282,5.761,9.495,7.517,10.543,4.033,6.883,4.801,10.668,5.017,1.029,11.241,-0.571,12.263,8.431,4.013,4.91,2.004,4.324,8.499,5.804,11.185,11.216,7.704,6.889,6.695,4.618,2.911,6.024,10.937,0.904,10.705,1.138,7.011,-1.595,10.464,-2.934,4.542,2.57,7.711,5.762,5.793,-0.287,2.183,8.683,8.868,4.944,8.89,3.374,-0.012,2.493,8.965,7.436,6.74,12.078,5.141,-0.662,2.846,2.247,1.123,7.679,4.809,3.214,8.094,4.991,9.069,-0.418,7.087,9.595,-1.539,7.215,14.939,9.024,5.343,4.988,7.185,7.445,5.359,5.922,10.463,2.006,8.223,3.181,5.977,0.512,3.717,5.164,0.316,4.975,0.71,4.711,9.728,13.822,2.827,9.065,-0.553,2.633,7.778,4.073,6.858,12.033,3.917,7.156,8.437,2.965,2.393,-1.767,5.766,6.002,0.334,-1.69,0.941,6.444,5.114,4.984,2.866,5.041,4.77,5.198,6.996,4.491,5.069,6.217,4.39,0.139,1.27,9.425,1.65,4.936,9.291,6.409,5.455,6.68,1.879,5.683,-2.168,2.618,7.755,9.202,4.483,11.445,2.08,7.655,9.487,3.881,-1.315,2.274,6.973,9.176,5.317,1.572,9.615,3.004,0.577,4.658,4.16,8.352,1.925,4.3,-3.203,5.697,5.546,1.148,2.201,7.183,8.05,-0.612,3.393,1.674,6.221,0.289,10.305,-0.996,10.528,8.616,-3.079,5.846,8.433,-2.489,1.898,3.462,5.597,13.21,1.325,7.349,9.862,3.542,11.262,10.65,0.562,-0.123,-2.695,0.721,6.931,9.479,7.267,6.883,-1.831,6.832,2.539,8.048,4.547,7.492,9.228,6.478,3.992,2.861,5.413,11.035,3.931,8.298,-2.516,5.03,6.328,4.051,3.768,3.207,7.617,12.055,6.388,0.629,-0.726,5.21,8.956,0.394,5.472,7.543,5.825,7.945,6.056,-1.152,3.202,2.65,-1.141,1.981,8.361,6.971,-2.729,1.576,-0.93,10.483,-2.037,4.069,8.013,7.507,6.494,9.84,2.264,6.413,7.356,-1.922,6.691,9.585,-4.573,-0.944,1.075,5.846,1.002,6.589,7.31,8.354,0.665,3.167,3.956,2.267,7.006,10.515,1.742,2.705,-0.9,9.795,3.865,8.12,5.028,5.392,10.169,5.773,4.382,6.053,3.65,2.826,6.022,0.695,4.315,3.007,1.418,0.155,12.617,-1.468,5.66,1.359,0.595,5.73,8.036,-1.645,7.119,11.547,1.396,1.369,4.129,4.869,5.045,3.224,4.767,2.153,3.677,2.722,1.087,8.024,-0.24,9.588,8.943,5.341,4.221,0.316,4.039,4.975,0.445,7.932,7.747,1.842,12.046,1.182,3.283,4.826,5.869,3.604,8.189,3.623,1.583,1.818,5.997,0.843,-1.756,8.793,-1.733,1.398,6.963,3.503,-2.55,1.832,7.173,2.208,2.176,-2.195,3.333,8.565,6.51,3.905,1.455,1.71,0.411,3.893,-0.412,-3.122,8.396,6.981,1.306,-1.851,2.772,6.561,2.244,6.835,11.713,-2.653,4.405,5.717,4.66,4.137,9.295,-1.368,3.741,1.52,8.793,-2.159,-0.767,6.113,1.657,-0.323,-1.923,0.936,1.896,0.608,2.529,4.315,-0.077,6.219,5.461,0.821,-1.098,-0.331,-1.884,3.879,2.028,1.707,5.814,0.267,6.155,0.334,5.705,2.448,-0.274,2.2,1.482,2.333,2.18,4.707,2.493,4.047,-0.83,3.373,-0.437,2.326,1.809,-2.881,2.884,1.693,1.071,0.753,3.232,0.666,1.848,12.153,9.046,1.458,2.676,2.925,2.259,3.789,0.993,-1.258,2.773,2.178,-1.863,0.211,-0.377,-4.801,4.279,-1.617,1.649,-0.622,3.238,-1.28,-2.076,4.849,-0.261,-1.473,0.957,1.236,1.454,-0.325,-0.403,-0.476,2.566,2.307,0.156,0.704,0.04,0.907,1.487,2.816,0.236,-0.217,-2.987,0.196,-0.193,1.589,1.731,2.367,5.609,2.893,-2.655,-3.134,5.137,3.377,0.102,0.918,2.503,4.345,-0.261,-1.648,1.195,-0.463,1.56,3.788,-0.548,2.402,2.339,5.989,2.205,4.1,3.742,4.041,0.791,3.742,-1.919,0.205,1.3,0.674,6.164,2.542,2.261,3.417,-3.169,-0.435,5.702,2.497,0.62,2.115,1.822,4.415,-1.088,5.726,-1.396,4.548,1.44,2.132,0.764,0.334,4.552,1.454,-0.296,2.891,-2.136,-0.259,2.899,5.306,0.642,4.08,0.007,2.83,2.043,-0.812,5.944,5.132,2.761,1.649,0.889,1.088,-2.898,-1.361,-1.045,-3.997,1.574,-1.591,2.297,-2.626,0.73,-0.913,0.714,7.091,3.047,1.23,3.076,1.197,-0.817,-0.57,1.735,3.852,1.787,-1.119,6.142,2.048,2.015,4.105,3.993,0.718,3.438,-2.756,1.862,-0.726,-0.031,-0.171,-3.331,-1.186,2.446,2.691,1.228,3.3,4.114,2.786,0.927,3.273,0.255,1.258,4.526,2.112,3.708,3.258,-0.759,-1.368,-1.47,0.735,-1.626,-2.039,0.93,-0.179,1.487,-3.676,0.858,1.995,-1.449,-0.161,2.76,4.045,-1.108,4.049,3.792,1.101,-4.524,10.76,24.002,12.09,13.3,12.39,16.609,14.643],"base_top":[[248058,24.002],[40,19.257],[27,16.911],[760,16.807],[248068,16.609],[2665,15.208],[27775,14.939],[1919,14.848],[248069,14.643],[1206,14.603]]},"positions":{"tokens":[248058,198,27,1628,39287,26994,29,198,27,15704,28,76041,29,198,15,21,22,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=l","umen",">","\n","<","parameter","=","fern",">","\n","0","6","7","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.9074,-0.665,-0.2804,-0.1082,-1.968,1.0463,-0.3625,-0.0734,0.0583,-0.6204,-0.1731],[-4.2747,1.0918,7.9613,15.5436,-1.2772,-1.9028,1.8578,-0.9332,0.1156,-0.6096,-0.4018],[-4.8899,-0.3619,10.8507,18.2162,-2.194,0.2007,-0.2564,-0.3657,-0.0094,-0.7579,-0.2849],[-2.6852,-0.7542,10.533,17.7509,-2.6644,0.6697,0.7922,-0.8784,0.0473,-0.4445,-0.2501],[-2.2748,-1.5549,11.5053,19.1523,-3.7638,0.597,-2.2922,-0.5893,0.1462,-0.9159,0.1312],[-2.8026,-1.9878,11.0178,16.3296,-1.9173,-1.5841,-0.2366,-0.8991,-0.0498,-0.7802,0.2071],[-4.6625,-0.6259,11.4865,22.1028,-1.2318,-1.3318,0.8905,-0.9277,0.0968,-1.1556,0.0892],[-5.1281,0.7099,11.4089,21.1638,-1.6263,-2.3631,1.9529,-0.325,0.0897,-0.8991,-0.3602],[-4.6399,0.0262,11.2003,16.9409,-1.6105,-1.518,0.1717,-0.3314,-0.2667,-1.0361,-0.3807],[-1.2243,-0.6851,10.5463,17.0813,-2.2959,-1.0905,2.9639,-0.746,-0.2733,-0.8984,-0.3659],[-1.1383,-0.2649,11.6212,19.061,-2.4325,-1.6728,-0.9326,-0.5819,-0.2256,-1.1519,0.2798],[-0.3434,0.8898,13.5324,14.7546,-1.5667,-2.4963,-0.9061,-1.0485,0.0215,-1.0364,-0.1583],[-3.9055,-1.6624,11.8945,22.7755,-2.5315,-1.7188,0.7851,-0.78,-0.1458,-1.7057,-0.1835],[-3.4144,-0.7124,14.5466,20.6476,-3.3531,-0.8744,2.4385,-0.278,0.2637,-1.2708,-0.4386],[-1.9483,-0.7889,18.4694,17.1833,-1.7055,-0.5977,-0.7398,-0.2339,0.1234,-1.082,-0.5464],[-2.2864,-1.2554,14.5712,20.3507,-0.8389,-1.9048,-1.1608,-0.9069,0.0443,-1.2144,-0.2744],[-3.4443,-1.4795,13.4763,21.2636,-0.6735,-0.3812,-0.1907,-0.9222,0.1692,-1.4363,-0.546],[-3.9592,-0.8902,12.1248,20.7419,-0.7058,-1.3671,0.6461,-0.5608,0.2339,-1.5552,-0.3591],[-4.1253,-0.8508,12.6403,18.6513,-1.4911,-1.1792,0.6453,-0.6797,0.3448,-1.5536,-0.6696],[-2.8942,0.3857,11.4043,17.0542,-1.7334,-0.6226,0.6154,-0.3878,0.0069,-0.7399,-0.4871],[-4.7909,0.4942,8.3902,20.2716,-0.739,-2.2869,1.5069,-0.9176,0.1938,-1.4239,-0.1046],[-3.5802,-1.0895,10.0812,20.7574,-0.966,-0.1693,2.0811,-0.0724,0.0355,-1.1432,-0.2205],[-4.9056,0.4107,9.48,16.2132,-0.7965,-0.5091,0.1803,-0.5678,-0.116,-1.2949,-0.2784],[-4.4944,-0.1487,10.2225,17.5882,-1.6884,-0.2464,-1.0842,-0.869,0.0394,-1.124,-0.4621],[-4.1947,0.0412,5.8036,13.0072,-0.3256,-1.4962,2.2431,-1.187,0.27,-0.7451,-0.2437],[-4.3624,-2.7713,10.531,18.6737,-1.3753,-0.6532,3.5313,-0.0517,0.245,-1.1863,-0.0901],[-4.5648,-0.6471,8.474,12.9239,-1.8566,-1.1085,-0.4817,-0.7217,-0.1383,-1.1967,0.0414],[-3.6688,-0.723,8.6939,12.4812,-1.7396,-0.1335,-1.4339,-0.805,-0.0977,-1.4988,0.0741]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=fern>\n067\n</parameter>\n</function>\n</tool_call>","n_tokens":28,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=fern>\n067\n</parameter>\n</function>\n</tool_call>","n_tokens":28,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=fern>\n067\n</parameter>\n</function>\n</tool_call>","n_tokens":28,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=fern>\n067\n</parameter>\n</function>\n</tool_call>","n_tokens":28,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0231-renamed-611403","set":"renamed_A","cohort":"ambiguous","family":"sort_direction","action":"clarify","ambiguous":true,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_225, reference 043. These are not inputs to this request.\nPlease sort a stored sequence from largest to smallest.\nStored sequence identifier: either \"054\" or \"0549\", with no preference specified.","tools":[{"function":{"description":"Sort a stored sequence from largest to smallest. Inert synthetic operation.","name":"parcel","parameters":{"additionalProperties":false,"properties":{"cipher":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"velvet":{"description":"Stored sequence identifier","type":"string"}},"required":["velvet"],"type":"object"}},"type":"function"},{"function":{"description":"Sort a stored sequence from smallest to largest. Inert synthetic operation.","name":"plum","parameters":{"additionalProperties":false,"properties":{"cipher":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"velvet":{"description":"Stored sequence identifier","type":"string"}},"required":["velvet"],"type":"object"}},"type":"function"}],"prompt_tokens":558,"decision":{"rms":0.40105823122109313,"sumsq":164.70702574611641,"hb":[-0.03157,-0.05886,-1.87806,0.10791,-1.33642,0.16318,-0.6147],"lse":22.531543101902532,"logits":[13.425,13.637,12.892,13.027,12.342,10.906,8.588,9.541,11.087,11.21,11.824,16.059,12.095,11.676,13.955,11.325,9.121,10.568,11.152,10.445,20.364,11.718,12.067,12.899,11.916,12.856,11.453,11.599,12.976,11.062,10.597,13.528,14.927,8.457,12.247,10.206,9.347,11.514,10.17,10.592,11.066,10.026,8.788,11.39,6.824,7.314,0.484,10.844,7.699,14.826,4.749,8.444,9.666,8.386,8.152,6.736,11.34,13.672,11.525,6.821,7.276,14.821,4.456,7.858,10.06,11.571,5.131,9.736,1.487,18.325,8.479,7.165,10.005,-1.474,8.704,3.662,11.411,8.53,8.55,9.561,9.408,9.289,8.341,8.059,10.754,7.093,6.987,5.768,9.49,11.304,0.323,5.478,16.887,11.984,5.278,7.2,13.675,-1.474,3.15,3.756,7.038,9.85,1.157,8.186,-0.241,14.066,10.679,4.656,7.685,11.239,9.212,10.93,4.755,4.934,7.683,11.705,15.202,5.529,9.453,7.982,12.637,13.195,13.923,14.013,13.438,10.683,4.275,12.159,7.524,10.051,3.649,7.25,5.154,5.904,11.711,7.093,4.425,14.716,6.048,8.678,9.098,14.821,12.153,4.902,2.309,7.54,13.598,0.604,15.468,2.394,-2.091,8.899,6.704,7.446,7.984,10.882,6.418,8.25,9.476,12.843,8.478,4.706,10.49,-1.375,7.27,3.152,7.983,4.684,-5.404,9.879,12.861,10.957,13.521,8.027,8.406,6.069,7.407,6.155,12.461,7.901,7.158,4.749,5.818,4.548,7.547,16.768,5.715,10.639,-2.486,10.021,10.391,4.94,12.603,11.241,5.415,4.037,9.104,11.241,10.017,2.761,6.531,11.46,7.727,4.112,13.282,8.582,10.661,8.841,5.705,13.173,4.135,10.707,16.126,2.674,7.255,6.091,-4.668,0.536,4.213,3.364,7.582,10.279,9.099,4.898,-1.683,5.416,6.834,4.323,2.5,5.411,10.159,-1.764,2.824,6.693,8.601,10.902,3.49,11.251,6.92,8.93,7.671,6.195,3.63,2.678,4.745,11.942,0.228,-5.096,7.837,8.532,-0.739,11.338,9.606,8.705,6.394,-3.32,11.316,11.91,8.631,12.003,8.669,10.376,5.02,2.049,3.351,5.861,2.121,9.616,6.823,14.852,-1.144,5.503,1.905,1.065,1.034,8.109,8.985,6.865,8.29,0.183,10.578,10.124,-0.012,5.89,6.383,7.953,0.683,8.004,11.453,11.826,8.353,6.41,10.341,6.198,8.37,10.184,7.528,11.537,15.555,10.247,10.498,11.326,6.267,9.796,8.018,5.12,6.703,11.519,1.086,11.036,6.71,5.606,14.022,4.421,-0.968,-1.614,8.54,7.476,-4.584,-0.43,6.466,10.986,8.927,8.06,8.843,10.033,-4.459,-1.968,8.459,8.767,17.306,7.811,3.403,11.518,12.792,7.162,11.709,2.478,3.18,5.855,-0.964,10.837,11.665,11.538,8.916,5.372,8.935,4.672,7.063,2.714,10.253,4.168,-2.375,4.682,9.91,13.421,9.527,11.678,11.231,8.531,2.904,5.738,-1.394,0.036,11.361,9.607,11.872,5.063,2.129,5.425,9.9,10.579,1.417,8.296,11.4,5.279,4.975,10.352,9.116,13.148,4.353,-2.155,16.141,2.043,8.53,3.747,3.828,2.324,9.157,11.685,4.856,11.217,5.198,13.219,0.566,10.132,8.587,3.375,1.664,0.978,3.35,-2.64,6.326,2.46,11.289,0.75,9.852,11.345,-2.323,2.918,10.413,8.414,0.039,6.044,11.045,9.492,-3.46,12.336,9.797,9.856,8.653,14.568,3.417,8.98,5.756,10.97,4.666,0.421,14.935,-0.243,13.943,10.133,2.998,6.737,2.836,6.026,6.701,6.154,12.567,11.63,8.911,7.888,7.801,4.986,3.474,6.414,11.156,1.664,13.219,1.388,8.33,-1.312,9.854,-2.729,3.767,3.968,11.706,8.827,7.229,1.439,2.57,11.848,9.047,6.367,8.298,2.446,-0.193,1.379,9.514,8.164,7.029,13.123,7.868,-1.241,2.342,2.794,2.385,7.961,6.97,2.196,8.788,5.818,10.74,-0.03,8.23,9.955,-0.532,6.321,17.647,9.367,7.612,6.398,8.093,8.247,7.401,5.821,12.564,-0.262,7.714,1.954,8.651,1.174,4.702,6.684,-0.674,6.235,0.979,6.709,9.289,12.664,3.625,8.596,-0.071,2.65,8.681,4.65,6.98,13.918,5.66,6.281,9.352,2.86,2.779,-0.601,6.416,7.078,1.692,-2.703,1.71,7.899,5.254,5.144,4.302,6.529,4.355,6.204,7.998,4.101,6.081,5.951,5.429,0.662,0.303,8.915,1.163,3.749,10.809,7.166,5.479,5.856,3.728,6.448,-2.422,1.359,7.764,11.173,4.191,11.473,2.443,8.717,9.327,5.534,-0.187,1.949,7.941,10.042,8.563,2.381,9.856,1.823,1.279,6.123,4.734,9.563,3.062,6.729,-2.107,7.086,6.854,0.461,1.984,7.016,9.593,-0.527,4.535,0.069,6.55,1.862,9.684,0.204,10.001,8.068,-2.935,5.962,9.017,-1.195,2.166,2.335,5.175,12.506,1.712,8.05,9.628,3.882,12.5,10.494,1.804,-0.671,-2.937,1.267,7.456,11.486,13.157,8.807,-1.305,6.638,2.809,7.562,4.906,7.553,11.149,5.635,4.987,2.045,5.519,12.661,4.598,7.995,-3.164,2.955,6.608,2.752,4.498,3.029,9.581,10.795,6.011,0.892,1.605,4.544,10.259,-0.003,5.602,7.652,6.179,8.54,6.727,-2.086,3.723,1.465,0.113,3.368,9.112,9.502,-2.657,1.383,0.123,13.535,-1.431,5.203,8.576,7.898,7.25,8.696,2.041,5.964,8.221,0.858,6.179,10.432,-5.126,-0.692,2.279,6.127,0.873,7.255,9.298,7.229,0.748,3.17,3.943,3.448,7.852,12.619,1.621,1.192,-1.986,10.369,4.765,9.755,5.948,6.553,10.819,7.702,3.155,7.135,1.35,4.169,6.458,0.793,10.599,1.804,1.519,-0.902,13.509,-2.245,6.028,3.339,0.031,4.691,9.523,0.029,9.231,11.913,1.518,0.254,4.984,5.225,6.018,4.078,5.841,2.465,6.106,3.241,2.128,9.764,0.192,7.802,8.76,4.599,5.503,-0.413,2.367,4.095,-0.681,9.154,9.763,2.857,12.528,1.837,3.331,7.515,7.137,3.409,8.166,2.817,1.296,3.713,5.837,0.995,0.494,9.4,-1.377,1.428,8.313,1.67,-3.433,2.03,6.236,1.414,1.514,-1.532,2.692,10.046,6.471,3.796,-0.09,1.489,-0.171,4.187,-0.191,-3.357,10.716,8.696,0.975,-0.346,2.762,8.18,2.463,10.161,11.327,-1.453,5.391,7.067,5.982,3.818,9.765,-2.363,3.739,1.437,9.422,-2.125,-2.193,5.499,1.869,1.281,-0.703,0.419,2.432,-0.401,2.345,4.99,0.203,5.214,4.516,2.64,-0.967,-1.223,-1.521,1.284,1.374,1.041,3.592,1.718,5.199,0.692,6.035,2.287,0.277,2.534,0.873,5.642,1.023,4.239,6.263,3.68,-2.294,2.557,-0.586,3.868,3.099,-2.923,4.176,2.49,1.685,2.376,2.17,1.068,2.293,12.66,9.68,2.161,3.236,3.659,2.547,5.611,0.724,0.52,3.523,3.763,-1.655,-0.475,0.354,-4.786,5.282,-0.952,2.135,0.325,2.815,-0.84,-0.306,3.557,0.315,1.257,0.305,1.551,1.824,-0.476,-1.66,-0.547,1.994,1.805,1.184,1.445,0.048,1.114,1.512,2.3,1.13,-0.916,-2.287,1.177,0.182,0.574,0.36,1.442,6.09,1.281,-2.226,-2.739,4.772,4.529,0.038,0.971,3.9,4.314,-0.245,-1.491,0.983,0.079,-0.984,3.656,-0.341,0.926,1.636,7.832,3.483,2.742,3.449,4.006,0.223,5.333,-3.406,1.122,-0.341,0.239,4.779,1.649,1.813,2.157,-2.002,-1.308,4.059,0.217,1.228,1.835,1.469,3.096,-0.33,5.888,-0.729,4.271,1.64,2.445,0.253,0.792,4.151,1.849,0.038,3.707,-1.122,-0.07,1.633,5.343,1.251,3.699,0.637,2.994,0.922,-0.975,4.83,4.669,1.7,0.576,0.88,0.209,-2.533,-0.599,-2.762,-4.376,1.905,-2.107,0.628,-2.415,1.245,-1.349,1.682,5.743,4.576,1.44,3.039,2.685,0.236,-0.366,2.329,4.165,0.735,0.29,6.861,1.001,3.075,3.192,3.728,-0.023,2.95,-2.477,1.187,1.035,-0.627,0.222,-2.445,-1.237,3.846,2.544,-0.277,2.621,3.649,3.367,0.37,3.728,1.334,1.023,5.72,-0.192,4.69,2.674,0.042,-0.867,-0.852,1.206,-2.324,-1.228,0.037,-1.524,1.804,-2.704,2.02,2.456,-1.351,-0.779,2.339,5.458,0.637,4.471,4.299,3.512,-3.752,9.939,22.338,11.187,12.518,12.048,16.269,14.934],"base_top":[[248058,22.338],[40,20.364],[760,18.325],[27775,17.647],[12189,17.306],[1206,16.887],[3928,16.768],[248068,16.269],[15947,16.141],[5328,16.126]]},"positions":{"tokens":[248058,198,27,1628,28,92603,29,198,27,15704,28,861,16612,29,198,15,20,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","parcel",">","\n","<","parameter","=","vel","vet",">","\n","0","5","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[0.0593,-0.549,-0.137,-0.3354,-2.3244,1.0346,-0.3735,-0.226,0.2093,-0.681,-0.0612],[-4.2544,0.3555,7.6364,14.9797,-1.1032,-1.6209,1.8221,-0.8758,0.1058,-0.5991,-0.4016],[-4.0916,-0.8689,11.149,17.9595,-2.5111,0.0619,-0.6993,-0.5416,0.1616,-0.8607,-0.2809],[-2.0158,-1.2929,10.7385,17.2983,-3.9058,0.2188,0.5649,-1.0123,0.004,-0.6229,-0.0801],[-1.8532,-1.1691,9.9436,14.9576,-3.9096,0.301,-1.7255,-0.6455,0.1798,-0.7988,0.2994],[-0.5734,-1.0166,14.4714,12.3047,-3.0387,-0.1056,-2.5581,-1.0884,0.3123,-1.1412,-0.3861],[-4.4191,-1.754,10.6071,20.7157,-2.0088,-1.3042,0.1849,-0.9506,0.0075,-1.2653,0.1691],[-4.1921,-0.4111,11.3483,21.3317,-2.3343,-2.005,0.2826,-0.5724,0.086,-1.3334,-0.1948],[-4.3359,-0.5114,11.6806,17.5636,-1.8041,-1.3511,-1.4165,-0.4748,-0.0865,-1.2957,-0.1833],[-0.5099,-0.6805,10.8049,16.3661,-3.2003,-1.3464,2.3856,-0.5198,-0.076,-0.9902,-0.1183],[-1.221,-0.6479,11.8338,18.4374,-3.8419,-1.2427,-1.5131,-0.4989,0.113,-1.3085,0.4782],[-0.2561,-0.2292,14.6222,14.4548,-2.7809,-1.6373,-1.9192,-0.7108,0.3863,-1.3376,-0.0722],[-2.5657,-0.9371,12.1191,16.4618,-0.4344,-0.9572,-1.0497,-0.4993,-0.1503,-0.944,0.1709],[-4.149,-1.1375,12.0292,22.6566,-2.7192,-2.0399,-0.2227,-0.613,-0.0125,-1.6094,-0.0009],[-2.745,-0.3621,14.9316,21.221,-3.7632,-0.7935,1.6089,-0.5852,0.4269,-1.0575,-0.2522],[-0.8313,-0.5865,18.3838,18.156,-2.4884,-0.2283,-1.6391,-0.6045,0.3031,-1.0846,-0.3522],[-0.9606,-1.6384,15.4147,19.8395,-1.59,-2.0763,-1.4255,-1.1075,0.2847,-1.1033,-0.3844],[-1.6711,-1.8207,13.8489,20.0036,-0.931,-0.8114,-0.9517,-1.2387,0.1987,-1.4922,-0.2145],[-2.5034,-0.8602,13.1657,19.3751,-1.5577,-1.0463,0.3492,-1.1177,0.2143,-1.8143,-0.2055],[-3.6829,-0.654,12.5825,18.5675,-2.3277,-0.4738,0.9483,-0.6438,0.317,-1.3899,-0.6663],[-2.5641,-0.0259,10.997,16.4632,-1.9465,-1.0876,0.7794,-0.4043,0.0798,-0.5856,-0.6882],[-3.8084,0.1873,8.6541,20.07,-1.5714,-2.6842,0.8957,-0.6777,0.2232,-1.2009,0.0258],[-2.9675,-1.3914,10.2178,20.6086,-1.1562,-0.2255,1.6876,-0.5024,-0.1281,-1.4253,0.1163],[-4.0133,0.0371,9.7685,16.5695,-1.2792,-0.9293,0.6707,-0.5698,-0.1037,-1.1769,-0.2467],[-3.9466,-0.4077,10.5826,17.9574,-1.9695,-1.0698,-1.3409,-0.8206,0.1026,-1.091,-0.3956],[-4.4746,0.0871,7.1317,13.7319,-0.618,-2.1265,2.1571,-1.2236,0.2092,-0.8853,-0.1617],[-4.038,-2.628,9.4251,15.8894,-1.5622,-0.8705,2.0797,-0.249,0.2794,-1.0887,-0.1106],[-4.3652,-0.2393,8.0296,12.2416,-1.9721,-0.4704,-0.0286,-0.9702,0.0235,-1.2681,0.0086],[-4.0418,-0.004,7.9809,11.732,-2.6616,-1.1148,-1.0264,-1.1046,0.1245,-1.3251,0.0316]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=parcel>\n<parameter=velvet>\n054\n</parameter>\n</function>\n</tool_call>","n_tokens":29,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"<tool_call>\n<function=parcel>\n<parameter=velvet>\n054\n</parameter>\n</function>\n</tool_call>","n_tokens":29,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p22_v2_renamedA_both","raw_output":"<tool_call>\n<function=parcel>\n<parameter=velvet>\n054\n</parameter>\n</function>\n</tool_call>","n_tokens":29,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=parcel>\n<parameter=velvet>\n054\n</parameter>\n</function>\n</tool_call>","n_tokens":29,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0278-renamed-611403","set":"renamed_A","cohort":"no_tool","family":"archive_state","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_524, reference 058. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to mark a record archived. Do not access or change stored data.\nRecord identifier: \"maple_612\".","tools":[{"function":{"description":"Restore an archived record to active state. Inert synthetic operation.","name":"ripple","parameters":{"additionalProperties":false,"properties":{"marble":{"description":"Record identifier","type":"string"},"orbit_cipher":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["marble"],"type":"object"}},"type":"function"},{"function":{"description":"Mark a record archived. Inert synthetic operation.","name":"harbor","parameters":{"additionalProperties":false,"properties":{"marble":{"description":"Record identifier","type":"string"},"orbit_cipher":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["marble"],"type":"object"}},"type":"function"}],"prompt_tokens":560,"decision":{"rms":0.380228092785656,"sumsq":148.04214020445943,"hb":[-0.03605,-0.03498,-1.27523,0.02005,-0.82313,0.31043,-0.59288],"lse":21.83745769089702,"logits":[14.58,13.754,13.933,12.841,13.274,11.843,9.069,10.504,10.143,11.332,8.816,15.385,13.769,8.633,12.029,10.204,9.62,9.458,8.788,14.24,19.577,9.403,13.644,14.689,12.645,10.774,12.079,8.942,11.735,8.134,8.653,14.228,15.2,9.508,9.88,9.018,11.877,11.211,7.788,11.757,12.263,8.048,7.925,11.836,6.266,6.964,3.182,9.673,5.985,15.473,6.069,6.387,9.742,8.545,8.956,6.747,10.602,12.776,10.795,5.414,7.651,14.906,2.19,7.431,9.534,10.034,6.118,12.678,0.668,17.69,12.328,10.319,7.822,0.275,11.738,5.227,9.497,7.217,11.665,12.574,9.949,9.5,10.325,10.392,11.555,7.77,8.303,6.252,10.26,11.403,0.672,5.93,19.028,9.445,9.062,7.243,13.359,-5.772,0.686,4.744,7.969,7.75,1.849,9.305,1.081,14.908,11.173,4.557,7.085,11.898,7.073,9.962,7.077,5.499,8.709,12.213,16.895,7.09,9.924,11.28,14.636,12.239,13.628,15.283,16.501,13.386,2.35,11.534,9.091,7.838,2.766,9.359,5.153,7.618,8.802,8.971,6.745,14.352,3.594,8.83,9.942,16.843,14.271,6.183,0.026,10.4,14.344,-1.02,17.973,3.654,-4.23,10.328,7.961,9.832,4.356,11.374,8.123,7.485,9.202,10.417,9.537,5.896,10.603,-3.182,8.45,3.54,8.742,6.312,-5.452,10.31,11.26,12.956,14.929,8.022,8.276,7.503,11.803,7.671,12.867,9.279,7.744,15.966,4.46,4.111,8.567,15.594,7.67,10.844,0.17,11.987,10.818,6.039,14.246,10.261,6.653,6.623,10.212,14.185,9.094,3.98,6.872,12.717,6.718,4.1,12.126,10.694,13.559,10.864,4.865,11.581,3.075,15.198,15.204,2.715,9.257,13.346,-4.412,4.229,4.157,4.038,12.214,7.161,9.364,2.92,-0.394,6.468,7.617,4.997,1.16,8.835,9.115,-1.985,2.688,16.931,9.374,10.501,6.343,14.764,7.692,11.342,7.092,3.287,5.263,3.184,5.458,11.432,-0.319,-2.578,11.474,9.137,1.154,10.668,11.079,10.938,4.339,0.129,11.685,11.688,9.466,12.076,11.546,12.171,4.353,1.547,5.249,8.953,2.673,10.591,4.456,14.517,-0.022,4.13,-0.239,4.39,1.074,11.107,9.829,7.31,18.531,3.222,15.127,10.24,-0.526,8.154,6.763,9.879,-2.231,10.829,12.081,12.369,10.07,6.224,13.012,9.439,9.598,9.492,10.326,11.85,12.997,8.548,12.565,7.051,6.576,10.885,7.406,5.761,10.557,12.387,1.596,10.049,10.052,5.738,15.381,5.383,-2.467,0.832,9.279,6.971,-2.362,2.801,5.991,10.482,8.1,13.906,10.364,11.782,-3.767,-4.486,9.235,11.08,15.501,7.309,3.957,12.277,12.486,9.572,11.539,2.435,4.426,7.166,0.389,9.922,13.435,12.643,9.495,6.291,8.415,6.184,7.047,5.369,12.904,3.232,-1.513,1.482,8.283,12.521,6.506,12.155,9.385,10.638,1.407,8.843,-0.318,0.828,13.25,11.129,11.833,5.323,2.52,3.62,11.335,10.199,-0.128,7.743,10.916,4.918,5.553,12.469,10.072,16.016,1.871,-2.16,14.034,2.497,8.838,4.2,3.996,3.215,9.839,12.707,3.501,13.445,7.728,12.83,0.963,12.411,8.255,3.916,1.251,4.164,6.52,-0.761,5.74,4.279,9.783,1.362,9.178,11.377,-4.004,2.853,9.933,8.491,2.477,5.595,10.564,9.097,-2.455,10.142,6.098,11.76,7.321,10.367,3.154,7.695,5.621,8.954,4.875,-0.696,13.286,-0.285,11.922,10.637,5.463,7.227,1.412,6.185,8.606,6.44,12.824,14.088,9.591,11.747,7.884,8.797,2.807,15.962,11.799,1.551,11.678,1.032,8.94,1.186,11.509,-0.437,4.045,2.831,9.18,5.551,9.035,1.613,2.132,12.25,9.394,5.411,12.069,3.946,-1.479,1.909,12.226,6.853,6.252,14.569,7.278,-1.334,3.125,0.564,0.341,8.966,6.25,1.097,12.885,6.59,11.934,0.737,7.815,11.292,-0.914,7.406,15.625,10.202,6.383,9.555,6.763,8.85,7.865,9.444,11.753,0.982,10.07,4.975,7.754,3.823,4.191,6.229,2.0,8.037,-0.371,5.607,11.46,14.097,7.242,11.07,1.819,5.171,10.655,3.022,8.774,13.86,7.333,7.981,9.17,1.943,3.224,-2.411,6.472,7.23,4.142,0.021,3.217,7.04,7.686,5.969,4.553,3.188,6.323,6.465,8.421,5.742,5.523,7.5,5.432,4.598,-1.462,11.727,-0.5,7.748,12.979,9.86,3.623,6.165,-1.197,6.511,0.749,0.537,8.705,10.375,6.15,10.601,3.281,9.95,9.706,3.491,-0.735,4.519,6.907,10.985,7.372,5.041,11.45,4.374,1.67,3.409,8.498,10.787,2.668,6.874,-2.673,8.955,6.972,2.017,3.296,8.955,11.931,0.401,3.6,1.523,6.285,1.162,9.239,1.27,10.162,13.27,-2.374,7.567,10.48,-1.27,4.592,0.664,8.949,14.318,3.668,9.549,11.911,4.754,11.124,10.347,1.194,-2.516,-3.38,1.931,8.061,13.111,7.569,7.353,-0.102,5.009,3.574,10.87,8.977,10.222,10.928,8.425,6.262,2.444,4.726,11.295,5.82,9.441,-3.83,3.324,4.756,3.617,4.501,4.813,7.91,11.983,8.402,1.454,1.496,9.221,8.57,0.793,5.488,10.834,5.306,9.0,7.833,-4.084,7.062,4.645,0.266,6.497,8.815,10.935,1.88,1.317,0.891,13.359,0.771,5.772,9.4,5.819,6.419,11.527,1.666,6.824,7.456,0.317,5.57,13.748,-2.656,3.8,4.744,5.932,0.476,6.452,6.935,5.43,0.687,2.364,3.691,2.924,10.072,9.252,3.058,2.243,1.068,10.133,5.305,10.305,6.077,12.322,14.242,8.273,3.908,6.371,3.344,3.09,7.852,-0.511,7.243,3.794,3.576,-0.301,11.442,0.409,8.441,3.417,5.196,2.933,10.095,0.22,9.646,12.072,2.129,1.587,8.255,6.186,1.293,6.054,5.299,1.577,6.268,0.927,5.114,8.042,-1.308,9.945,6.272,8.271,6.884,2.779,1.513,6.715,3.057,8.091,11.44,1.604,12.159,4.319,4.231,7.307,4.925,3.815,9.552,0.424,5.238,3.895,8.322,2.613,-1.663,11.882,1.637,1.864,9.146,0.439,-2.23,0.349,10.84,2.654,4.29,0.929,5.081,9.502,6.948,1.977,0.724,2.147,-0.529,2.496,2.771,-0.169,8.618,11.146,1.658,0.502,6.598,7.104,1.036,8.903,11.809,-2.898,5.909,6.931,3.388,6.019,9.801,-1.176,4.603,2.428,9.497,0.548,-2.029,3.604,0.193,-0.752,-2.611,1.663,2.469,1.992,3.364,4.387,0.648,6.699,4.235,1.41,-1.933,-2.243,-2.54,2.88,2.029,-0.223,6.924,2.162,4.701,1.492,6.055,2.856,-0.122,0.214,0.434,1.978,1.908,5.403,1.156,5.322,-3.356,3.978,1.549,3.3,0.409,-2.856,1.174,3.497,-0.174,0.221,2.914,-1.456,2.2,9.368,8.596,1.083,1.184,1.687,3.169,3.834,0.159,-0.063,3.097,1.747,0.685,1.04,2.201,-2.421,3.729,-2.079,1.367,0.038,2.945,0.58,-0.752,4.475,1.411,-0.593,1.871,2.743,1.215,-3.271,-0.208,-1.155,0.179,0.828,0.201,1.329,1.199,0.21,-0.364,3.62,1.263,-1.47,-0.027,0.574,2.019,0.137,2.167,3.19,4.574,2.864,-0.912,-5.061,6.583,3.477,2.421,2.437,3.145,5.135,-0.656,-0.859,0.66,-1.163,-0.895,4.481,-1.129,2.327,0.803,4.479,0.431,5.165,3.13,5.671,0.891,2.856,-0.392,1.322,0.276,0.936,3.086,1.893,2.95,1.653,-2.46,-2.97,4.907,3.126,-0.094,3.818,1.336,3.742,-0.936,4.006,1.654,3.102,-0.211,-0.542,-0.298,-1.744,3.882,0.43,3.579,1.376,-0.366,-3.802,4.138,3.761,4.249,1.373,0.112,1.707,0.501,0.371,3.378,0.846,4.494,1.18,2.229,0.765,-2.25,-0.862,-1.391,-3.468,3.156,-2.715,4.832,2.106,1.044,-1.054,3.242,1.481,2.447,1.11,1.131,4.308,0.394,0.22,1.716,2.625,-0.905,1.375,7.911,0.549,3.202,2.135,6.841,2.366,5.69,0.583,2.038,0.565,1.174,-0.099,-1.478,0.324,4.266,3.527,1.549,2.569,1.275,4.216,0.891,2.363,3.247,1.628,3.881,0.433,3.864,2.216,0.729,1.301,-1.82,0.144,-0.8,-0.419,1.665,0.478,3.018,-1.607,4.506,4.414,0.077,0.196,6.262,4.333,1.695,0.226,3.249,1.619,-4.332,8.371,21.393,8.057,9.902,9.847,17.279,13.372],"base_top":[[248058,21.393],[40,19.577],[1206,19.028],[8679,18.531],[2665,17.973],[760,17.69],[248068,17.279],[6269,16.931],[1919,16.895],[2523,16.843]]},"positions":{"tokens":[248058,198,27,1628,28,12610,9090,29,198,27,15704,28,5437,863,29,198,2117,273,62,21,16,17,198,510,15704,29,198,27,15704,28,71813,74069,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","har","bor",">","\n","<","parameter","=","mar","ble",">","\n","map","le","_","6","1","2","\n","</","parameter",">","\n","<","parameter","=","orbit","_cipher",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.2521,-1.4462,1.7898,0.6016,-1.942,1.55,1.8332,-0.0284,0.0688,-0.7694,-0.217],[-3.9872,0.6207,7.2631,14.5527,-1.2997,-1.7434,1.8236,-0.7626,0.1743,-0.4574,-0.3572],[-3.7399,-0.8811,11.31,17.33,-2.0664,0.2416,0.1662,-0.3144,0.1634,-0.8585,-0.2875],[-2.0615,-0.4549,10.0119,16.3562,-2.3838,0.4783,1.4671,-0.8183,0.0268,-0.5914,-0.1201],[-1.496,-1.1346,11.2479,17.6661,-2.9999,0.3277,-0.2884,-0.6062,0.1248,-0.917,0.2469],[-0.8699,-1.5298,14.7576,15.6422,-2.0242,-0.194,0.3224,-0.9905,0.2634,-1.0255,-0.269],[-2.2209,-1.7067,11.1896,19.3362,1.0096,-1.0552,1.1407,-0.8166,-0.1048,-1.3126,-0.1615],[-4.2642,-2.1049,11.1028,21.7005,-1.2866,-1.2606,1.8102,-0.8255,0.1454,-1.3868,-0.1982],[-5.1002,-0.5401,11.7776,21.3447,-2.3352,-2.1328,1.7956,-0.305,0.2275,-1.0775,-0.3477],[-5.0095,-0.5454,12.6578,17.6971,-2.0407,-1.1606,0.5158,-0.2695,-0.071,-1.1782,-0.3483],[-1.1356,-1.1832,11.0127,15.4779,-2.3888,-1.2207,3.5968,-0.4369,-0.0005,-0.9211,-0.4712],[-2.4247,-1.5929,13.5891,18.9545,-3.4429,-1.5463,-0.9941,-0.4712,0.1348,-1.4025,0.3635],[-1.8434,-1.6018,15.5106,17.4975,-2.7174,-1.2578,-0.5854,-1.1903,0.2482,-1.4638,-0.3322],[-1.0648,-1.14,9.5938,15.5473,0.069,-0.6353,-1.4608,-0.7404,0.1363,-1.7065,-0.4581],[-4.7056,-1.7406,12.9299,22.9145,-2.4505,-1.9067,1.7294,-0.6392,0.0435,-1.3192,-0.0499],[-4.3246,-1.7007,15.5963,21.2031,-3.4589,-1.4415,2.8895,-0.3661,0.1937,-1.4799,-0.0423],[-2.5466,-1.4974,19.302,16.7896,-1.3743,-1.2106,0.4077,-0.6642,0.0882,-1.4444,-0.0114],[-2.9158,-0.659,13.3507,20.1547,-0.1676,-0.4731,-0.6104,-1.3219,0.2839,-1.454,0.1708],[-4.0554,-0.6237,13.2822,22.2924,-2.2124,-0.3296,1.0816,-1.3832,0.2429,-1.3217,0.1468],[-2.0863,-1.3788,17.4141,20.4929,-1.9865,-0.9827,-1.2597,-0.8242,0.1638,-1.454,-0.1784],[-3.5352,-2.2267,14.6723,21.5326,-0.4044,-1.0859,-0.2862,-1.2795,0.1411,-1.5262,-0.3984],[-3.8395,-1.3264,13.3961,22.3217,-0.9257,-1.3053,0.2312,-1.4834,0.3376,-1.6798,-0.3334],[-3.8816,-1.5929,12.2006,22.409,-1.324,-1.2875,0.6225,-0.5206,0.244,-1.3278,-0.1257],[-4.2425,-0.9092,12.6089,19.3176,-1.6851,-0.8683,0.4765,-0.4575,0.2496,-1.2754,-0.581],[-2.5095,0.3384,11.5331,17.2484,-1.5035,-0.593,0.5149,-0.3683,0.0247,-0.7365,-0.4224],[-3.9673,-0.4071,8.6179,20.9743,-1.3289,-2.2793,1.2959,-0.9616,0.2623,-1.3113,-0.1404],[-2.7815,-1.6471,10.8099,21.7285,-1.1061,-0.1091,1.6114,-0.1927,0.1086,-1.2143,-0.1221],[-3.5779,-0.4289,9.8033,17.3115,-1.1522,-0.863,0.6348,-0.6005,-0.1198,-1.3248,-0.3125],[-1.6665,-1.5416,11.5959,18.1802,-3.3496,-0.6847,2.7384,-0.47,-0.0762,-0.9713,-0.2902],[-2.0913,-1.4774,11.2166,16.6119,-4.4126,-0.7898,-1.2623,-0.3166,0.1003,-1.1506,0.5297],[-1.4646,-1.3827,15.0378,18.1585,-2.9375,-0.5541,-0.6118,-1.1108,0.1889,-1.4682,-0.207],[-2.0549,-1.3491,9.886,20.0934,-2.5711,-1.2395,0.8299,-0.7408,-0.0987,-1.7286,0.2413],[-3.8474,-1.9253,11.1511,22.6216,-1.3198,-2.4024,0.7203,-0.709,-0.1393,-1.6579,-0.0599],[-2.9031,-1.3995,13.0591,20.7925,-2.7296,-1.8385,1.5729,-0.1685,-0.1283,-1.4855,-0.1544],[-1.1262,-1.5487,16.6499,17.4078,-1.5379,-1.9114,-0.6873,-0.5224,-0.0458,-1.5627,-0.1735],[-3.6733,-1.4617,10.6185,22.9418,-1.6893,-1.622,1.5488,-0.4059,0.1363,-1.4384,-0.3497],[-4.335,-1.6681,12.4741,19.6609,-2.6198,-0.4223,0.6764,-0.5136,0.2185,-1.3826,-0.8272],[-3.0868,-0.5039,11.0831,16.6089,-1.9019,-0.5181,0.9111,-0.5682,0.1806,-0.7548,-0.7432],[-3.7597,-0.1796,8.2548,19.7001,-0.7607,-2.2599,0.5567,-0.6362,0.3015,-1.082,-0.1993],[-4.3938,-2.4656,11.5824,19.9811,-1.7297,-0.2092,2.0599,-0.2813,0.2104,-1.3299,-0.1819],[-5.0235,-0.4838,11.4463,18.4336,-1.1559,-0.4869,-0.056,-0.4786,0.018,-0.9162,-0.2908],[-3.7062,-0.9764,11.1423,17.9851,-2.2843,-0.9151,-0.9786,-0.8701,0.2031,-0.9059,-0.4454],[-3.8708,-0.2319,5.8023,13.1859,-0.5159,-1.3987,1.8757,-1.0497,0.2843,-0.7847,-0.1858],[-4.1909,-2.6836,10.4876,16.8614,-1.0147,-0.0259,3.4046,-0.0572,0.2309,-1.2801,0.0576],[-4.2043,0.2354,8.2948,12.407,-1.9688,-1.2795,-0.2549,-0.6886,-0.0886,-1.1545,0.1786],[-3.304,-0.4764,9.5277,13.1832,-1.8106,-0.4594,-1.7181,-0.9077,-0.0423,-1.5158,0.1415]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=harbor>\n<parameter=marble>\nmaple_612\n</parameter>\n<parameter=orbit_cipher>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":46,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0114-renamed-611403","set":"renamed_A","cohort":"no_tool","family":"record_mutation","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to replace an existing field value. Do not access or change stored data.\nRecord identifier: \"094\". Replacement or appended text: \"birch_940\".\nUnrelated archived note: maple_976, reference 073. These are not inputs to this request.","tools":[{"function":{"description":"Replace an existing field value. Inert synthetic operation.","name":"vessel","parameters":{"additionalProperties":false,"properties":{"mosaic_marble":{"description":"Record identifier","type":"string"},"plum":{"description":"Replacement or appended text","type":"string"},"velvet_harbor":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["mosaic_marble","plum"],"type":"object"}},"type":"function"},{"function":{"description":"Append text to an existing field value. Inert synthetic operation.","name":"lattice","parameters":{"additionalProperties":false,"properties":{"mosaic_marble":{"description":"Record identifier","type":"string"},"plum":{"description":"Replacement or appended text","type":"string"},"velvet_harbor":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["mosaic_marble","plum"],"type":"object"}},"type":"function"}],"prompt_tokens":633,"decision":{"rms":0.36367172365769657,"sumsq":135.43026953027584,"hb":[-0.05259,-0.04616,-1.48041,0.21706,-1.05355,0.22355,-0.4035],"lse":21.913150232125542,"logits":[14.42,14.667,14.812,13.587,12.817,11.736,8.739,9.672,10.081,11.782,9.463,15.686,12.904,9.902,12.892,10.988,9.272,9.009,8.858,9.827,19.644,9.513,11.238,14.308,12.358,11.409,13.315,7.949,10.984,13.87,8.294,14.405,14.893,9.769,11.792,9.635,8.387,12.245,8.753,10.699,12.619,14.005,7.954,13.104,6.424,6.251,4.873,12.252,6.522,15.1,3.83,8.401,9.947,8.305,8.05,5.818,10.715,11.835,11.523,6.839,6.962,15.878,4.372,6.479,8.757,10.245,6.104,15.679,3.846,17.774,14.625,10.277,8.968,0.774,12.469,2.89,10.127,4.13,10.697,12.881,9.118,12.048,10.712,10.648,10.911,6.746,7.514,3.069,12.014,11.392,1.591,5.431,19.307,7.714,8.214,6.032,13.01,-5.677,-0.219,3.789,6.843,7.96,0.727,7.501,1.315,14.986,11.67,2.472,5.272,11.582,5.28,10.701,6.473,6.233,8.865,12.998,18.01,8.719,7.473,9.518,13.51,12.902,14.79,15.159,16.575,12.959,2.588,10.562,8.537,6.42,3.534,9.584,3.685,7.675,8.199,8.433,6.705,14.998,3.224,9.027,9.703,16.477,14.315,5.984,1.691,10.05,13.708,-2.49,17.139,1.905,-3.961,9.183,7.572,10.203,7.744,9.405,7.925,8.579,8.412,9.3,9.781,3.933,10.051,-1.232,6.493,4.108,7.732,6.363,-5.48,8.895,12.577,13.287,14.599,6.912,9.196,7.441,9.855,8.435,12.265,7.857,7.529,8.467,4.495,2.438,8.528,15.854,9.511,12.299,1.397,11.259,10.297,4.535,14.118,11.512,5.819,7.169,9.777,15.712,8.65,3.05,7.951,13.733,7.397,1.303,11.88,8.382,11.731,9.106,2.833,11.437,3.023,14.896,15.583,2.121,9.355,7.102,-6.01,3.3,3.196,1.359,10.19,7.376,8.603,3.85,-0.322,4.838,6.89,6.725,1.975,4.377,9.375,-2.631,3.134,17.153,9.638,10.121,4.917,11.688,6.165,10.822,7.261,3.581,2.353,2.749,3.793,11.265,-1.319,-2.157,8.758,10.798,1.32,9.854,10.925,10.314,7.599,0.293,11.554,12.512,8.9,12.412,9.556,10.845,4.427,0.767,13.393,7.432,3.34,10.17,7.53,15.287,-0.195,4.355,-0.423,1.027,2.043,10.746,8.859,5.779,11.233,1.518,11.795,9.463,-0.331,8.174,5.59,10.053,-1.879,9.392,11.474,12.984,9.117,5.157,13.573,7.252,9.848,9.184,8.835,11.148,12.968,11.486,12.947,5.928,4.963,9.684,5.544,4.571,8.075,11.585,0.338,9.44,7.543,8.391,14.787,7.669,-1.277,-0.793,9.119,6.675,-1.567,1.569,5.804,8.388,9.824,8.128,9.02,12.436,-3.439,-0.659,7.613,10.341,17.431,8.396,7.225,12.306,13.803,4.007,9.818,1.92,4.842,6.456,0.024,11.211,13.471,11.63,8.986,3.08,7.442,5.535,5.322,3.602,11.801,4.213,-1.959,4.294,8.438,11.709,7.316,12.65,8.983,9.36,1.094,7.492,0.489,0.421,14.473,11.903,10.169,4.954,2.809,3.399,10.471,9.818,1.54,5.963,10.251,3.605,4.502,12.68,9.128,16.875,3.973,-3.301,13.7,2.321,7.985,4.007,-0.0,2.228,8.816,11.755,3.848,12.8,5.796,12.947,-0.148,12.694,6.882,5.745,2.894,3.685,4.303,-1.271,5.598,2.739,10.011,2.643,9.114,11.59,-3.769,3.884,9.067,6.584,1.352,4.825,10.315,8.896,-1.693,8.806,6.813,11.649,7.501,9.991,2.304,8.368,4.9,8.859,4.22,1.075,14.022,-1.296,11.496,9.972,4.207,5.629,3.387,4.509,16.508,6.162,11.89,13.942,9.446,10.731,8.053,6.324,1.691,9.731,10.032,0.564,11.854,1.291,6.939,0.052,10.432,-0.574,5.237,1.928,10.101,6.64,7.167,0.04,1.855,12.134,8.771,6.461,11.149,1.622,-0.619,1.619,6.57,6.764,6.45,14.425,7.034,-1.111,1.153,0.116,0.063,9.534,8.951,2.5,10.924,5.975,10.327,-1.004,6.947,12.151,-1.102,6.88,16.613,9.982,4.761,7.455,6.461,9.695,4.999,7.123,11.46,-2.768,9.781,2.501,7.861,4.265,4.245,7.528,1.943,5.709,-0.019,3.385,9.861,13.431,4.851,11.329,0.979,5.299,10.722,3.733,8.855,15.487,6.417,4.995,8.693,1.501,4.036,-1.131,7.321,7.418,3.357,-1.879,2.012,6.406,5.985,6.736,4.249,1.714,4.623,6.79,9.772,3.541,6.011,5.889,7.071,-0.297,-0.595,12.953,0.131,6.594,13.896,9.416,4.16,4.894,1.256,5.556,1.347,-0.35,9.837,10.428,5.429,10.958,3.503,7.222,7.865,2.092,-0.72,2.568,7.712,11.985,8.111,4.244,9.323,3.797,0.054,4.399,6.536,11.153,1.622,5.941,0.701,7.95,7.302,4.477,1.993,6.404,11.241,0.999,3.194,1.902,6.876,1.138,9.435,0.801,10.371,9.314,-3.519,6.463,10.219,0.071,4.707,2.441,6.079,13.956,4.082,9.211,8.052,8.073,12.403,11.139,0.193,-3.489,-2.529,1.188,8.539,10.995,6.406,8.079,-1.328,5.442,4.221,7.508,6.141,7.638,9.676,8.301,5.933,3.214,3.765,10.817,6.942,10.012,-1.251,4.556,6.168,1.843,4.208,4.527,8.995,12.702,7.529,0.586,0.146,7.54,8.558,-1.11,5.135,9.019,5.992,9.256,7.357,-4.913,7.648,3.167,-0.523,4.806,9.585,10.744,2.049,0.843,-0.681,12.688,-1.369,4.551,7.535,3.94,7.554,10.592,1.384,6.916,7.991,1.556,7.073,13.622,-4.112,1.105,2.315,6.474,0.695,5.822,7.57,4.323,0.281,2.846,4.462,2.176,9.417,8.631,1.757,0.472,0.022,9.712,5.552,8.972,6.524,12.837,14.368,9.188,3.858,5.735,3.426,3.271,7.776,0.723,5.638,2.204,0.758,-0.818,11.719,-1.645,7.163,3.07,1.113,5.302,8.513,0.182,9.007,11.444,1.597,1.514,4.745,6.78,2.754,4.39,3.552,0.44,5.752,-0.027,4.161,8.551,-0.499,16.515,7.973,4.578,6.142,2.188,3.827,6.733,0.492,8.051,10.258,0.239,11.114,2.526,3.952,4.4,4.799,2.591,8.951,0.807,2.062,2.942,7.549,1.723,-0.835,11.52,0.246,1.55,6.518,-1.827,-4.697,1.808,9.488,-0.258,4.559,0.522,2.928,10.149,8.047,2.014,0.096,2.102,-0.559,3.293,1.285,-2.695,7.519,10.588,2.905,-1.334,4.1,6.286,0.707,6.915,12.872,-3.893,4.886,5.719,4.3,5.75,7.863,-0.558,4.671,1.852,9.59,0.739,-0.93,4.514,1.87,1.517,-3.266,-1.437,2.717,2.532,2.459,5.427,-0.5,6.555,3.674,2.442,-1.93,-5.157,-2.517,-0.15,2.736,0.89,3.391,1.327,5.202,1.565,5.279,1.393,1.353,-1.433,0.532,2.386,3.654,4.079,0.446,5.159,-3.061,3.353,1.508,2.181,-0.902,-4.36,1.771,3.74,-0.806,-0.91,1.84,-1.259,2.352,10.153,8.354,0.529,1.457,1.509,3.707,3.799,0.351,-0.358,3.412,1.747,-1.357,1.202,3.302,-3.393,3.255,-2.241,2.284,-0.661,0.93,-1.737,-2.125,3.236,0.283,-1.894,1.257,2.066,1.132,-1.178,0.408,-3.227,0.761,-0.896,-0.849,1.535,1.142,0.214,1.024,3.138,2.114,-1.337,-0.011,-0.885,2.163,0.211,1.951,4.163,3.653,2.542,-1.717,-3.685,4.009,4.679,1.89,3.619,3.178,4.866,0.233,-0.82,-0.227,-3.184,-1.712,4.023,-2.145,1.107,1.539,4.66,2.772,2.834,3.92,4.782,0.8,3.854,-0.849,0.78,1.926,-0.601,0.378,1.591,-1.1,1.229,-3.208,-3.558,5.353,1.409,-1.199,2.282,1.387,3.006,0.049,5.561,1.739,2.846,0.215,1.632,0.734,-3.203,5.542,0.911,2.981,2.409,-1.688,-0.766,1.865,3.616,1.264,0.805,0.701,1.83,-0.462,1.353,2.216,1.533,3.068,0.504,0.64,2.437,-0.764,-2.75,-1.845,-4.14,4.73,-1.42,2.417,2.623,0.697,0.057,2.484,2.847,2.276,-2.446,1.901,3.122,0.199,1.035,-1.419,0.503,0.919,0.573,7.174,0.145,2.829,2.197,4.751,1.067,5.893,-0.986,2.216,0.059,-1.416,0.072,-2.137,-0.349,3.076,3.954,-0.331,3.019,0.205,2.808,1.227,3.217,3.679,0.271,4.567,-0.867,2.729,3.767,-0.723,0.566,-1.494,0.318,-0.904,-0.74,0.625,-0.87,3.221,-2.374,3.671,3.202,-0.455,-1.394,3.664,4.075,3.01,2.005,3.613,1.744,-4.443,8.924,21.506,8.247,9.309,9.112,15.651,12.193],"base_top":[[248058,21.506],[40,19.644],[1206,19.307],[1919,18.01],[760,17.774],[12189,17.431],[6269,17.153],[2665,17.139],[15771,16.875],[27775,16.613]]},"positions":{"tokens":[248058,198,27,1628,37956,34373,29,198,27,15704,28,8367,59315,36805,863,29,198,15,24,19,198,510,15704,29,198,27,15704,28,490,367,29,198,42404,329,62,24,19,15,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=v","essel",">","\n","<","parameter","=","mos","aic","_mar","ble",">","\n","0","9","4","\n","</","parameter",">","\n","<","parameter","=","pl","um",">","\n","bir","ch","_","9","4","0","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.0403,-1.7354,1.1198,1.3784,-2.2092,1.225,1.0074,0.1774,0.0096,-0.7054,-0.2079],[-4.0966,0.173,7.9907,15.3771,-1.7163,-1.5909,1.2735,-0.637,0.1372,-0.5773,-0.3435],[-3.9838,-1.0338,11.7527,17.3683,-2.0214,0.2401,-0.714,0.0344,0.061,-0.7268,-0.1344],[-2.5063,-0.616,11.0838,17.4828,-2.2783,-0.2659,0.2753,-0.5907,0.0299,-0.5327,-0.0305],[-1.6195,-0.9507,10.0576,16.5892,-2.7478,-0.4457,-2.8239,-0.2952,0.1067,-0.7324,0.4704],[-1.7126,-0.6734,10.7525,17.0551,-0.2304,-2.0678,-1.4754,-0.2855,0.1422,-1.0515,0.2198],[-3.3605,-1.6123,9.4334,18.1147,-1.5609,-0.2996,1.0552,-0.8388,0.0173,-0.9224,0.2147],[-4.3051,-1.1449,11.0553,20.4702,-1.9244,-1.3614,0.9163,-0.3738,-0.1639,-0.9239,-0.2726],[-4.3536,-1.1629,11.6535,17.1201,-2.1418,-1.3957,-0.3718,-0.2042,-0.298,-0.9992,-0.2071],[-0.6199,-1.4628,9.8623,14.2382,-3.0264,-1.2148,2.6538,-0.6249,-0.174,-0.395,-0.3498],[-0.8088,-1.4962,12.1291,17.7084,-3.0639,-1.8866,-1.5179,-0.4709,-0.1311,-1.1331,0.3136],[-0.3243,-1.9493,14.1381,16.5755,-1.9968,-0.6564,-0.9848,-1.0245,0.043,-1.3371,-0.4297],[-2.2753,-1.8515,10.942,19.4664,-1.5211,-0.4761,0.6223,-1.1727,0.0933,-0.8731,0.3297],[-2.6641,-1.9917,11.8932,20.167,-1.6177,-1.3735,0.5992,-1.3422,0.0082,-1.7938,-0.084],[-1.584,-1.7542,10.2697,16.8172,-0.2288,-0.8443,-0.352,-0.7385,0.0656,-1.7604,-0.4584],[-4.0526,-2.3821,11.246,22.8412,-2.2333,-1.7936,0.6918,-0.6854,-0.0435,-1.4763,-0.1339],[-2.5142,-1.2878,13.8405,20.1211,-3.276,-1.1218,2.1149,0.001,0.1217,-0.9118,-0.4863],[-0.4164,-1.0962,17.4808,16.2107,-1.7229,-1.0986,-0.8666,-0.1277,-0.0102,-0.9828,-0.4609],[-2.2017,-2.1699,14.6908,20.9528,-0.5903,-2.342,0.4027,-0.6974,0.1108,-1.3714,-0.4307],[-2.1422,-2.5219,14.456,21.655,-0.2583,-1.0794,-0.4766,-0.9964,0.2005,-1.592,-0.2963],[-3.0107,-1.5454,11.831,19.7133,-0.8377,-1.4658,2.1788,-0.6007,0.1385,-1.477,-0.2198],[-4.2632,-1.7351,13.233,19.3846,-1.9998,-1.2254,1.2968,-0.5487,0.1342,-1.4814,-0.4932],[-3.1857,-0.0452,11.2971,17.7338,-1.9433,-1.3905,1.3531,-0.3859,-0.0607,-0.6865,-0.4041],[-5.1657,-0.643,9.9891,21.9055,-1.1828,-2.646,1.1515,-1.0496,0.1673,-1.3922,-0.0842],[-2.2418,-1.2104,11.6875,21.5622,-2.0775,-0.2896,2.3629,-0.0954,0.2379,-1.0025,-0.0038],[-4.467,-0.9715,10.851,17.8536,-1.584,-0.8361,0.0121,-0.341,-0.25,-1.2693,-0.2965],[-1.9342,-1.2473,11.5636,18.592,-3.0721,-1.3347,2.3652,-0.6555,-0.0522,-1.1056,-0.0439],[-2.3258,-1.5055,12.0109,19.3903,-3.6378,-0.9506,-1.6687,-0.6973,0.025,-1.4562,0.4498],[-1.2536,-2.0709,15.0614,17.6184,-2.5141,-0.7135,-1.3134,-1.0244,0.0681,-1.4706,-0.2],[-2.5099,-2.1478,11.5388,19.1191,-1.9826,-0.9809,-0.0675,-0.5581,-0.4424,-1.4275,0.134],[-4.8901,-2.6832,13.8053,20.6921,-1.3056,-2.5448,-0.0274,-0.6074,-0.1355,-1.3871,0.0619],[-3.9618,-1.6284,16.892,18.4546,-3.359,-1.1093,-0.1633,0.1573,0.1188,-1.0869,-0.1953],[-2.0846,-1.9951,20.4903,13.5239,-1.6563,-1.3657,-2.5376,0.0007,-0.0106,-1.1912,-0.1003],[-3.6646,-2.2159,13.2641,19.411,-1.2956,-0.1718,1.5202,-0.6569,-0.0432,-1.3737,0.382],[-3.8357,-2.0879,12.8372,21.4657,-2.0156,-0.072,1.5258,-1.4383,0.1191,-1.9039,-0.0852],[-2.8075,-2.9236,16.2384,20.443,-2.4329,-1.1007,0.0388,-0.3304,0.0455,-1.6639,-0.6186],[-2.0848,-2.5962,14.2771,19.8847,-0.638,-0.9163,-0.6886,-0.8286,0.0702,-1.5746,-0.5038],[-2.974,-0.8744,13.6625,21.437,-0.3944,-1.1357,0.2622,-1.4905,0.0327,-1.8814,-0.3023],[-4.0583,-2.1063,12.3628,20.2982,-1.2021,-1.6735,0.3597,-0.3358,-0.0136,-1.3929,-0.1699],[-4.2841,-1.8466,12.2593,18.9054,-1.7866,-1.0124,0.7085,-0.4386,0.3001,-1.3324,-0.6055],[-3.4825,-0.2857,11.4305,18.1109,-1.5011,-1.0251,1.7056,-0.6605,0.0983,-0.8007,-0.5516],[-3.5345,-0.0632,9.7014,21.3695,-0.9265,-2.3206,0.6913,-0.8893,0.4029,-1.1994,0.0835],[-3.257,-1.8241,10.2152,19.9569,-1.0022,0.0768,2.06,-0.1489,0.1675,-1.215,-0.1633],[-3.5633,-0.1759,11.134,17.2237,-0.9932,-0.4727,-0.296,-0.778,0.0656,-1.1942,-0.1485],[-3.6775,-0.7096,11.2235,18.2639,-2.0798,-1.1494,-1.1167,-0.9082,0.3579,-1.0383,-0.3799],[-4.0912,0.088,5.8752,13.1625,-0.8921,-1.7385,1.4121,-1.5399,0.2859,-0.9228,-0.1093],[-3.3556,-2.3829,10.0611,17.3719,-1.0559,-0.5728,3.4624,0.0456,0.4179,-0.9427,-0.1515],[-4.4123,0.2134,8.8397,12.5762,-1.7887,-1.1649,-0.6308,-1.0429,0.1113,-1.2427,0.1366],[-2.9876,0.725,8.4743,12.655,-1.7585,-0.2974,-1.5405,-1.0605,-0.0218,-1.4788,0.1029]]},"outputs":{"original":{"run":"p42_v3_renamedA_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=mosaic_marble>\n094\n</parameter>\n<parameter=plum>\nbirch_940\n</parameter>\n</function>\n</tool_call>","n_tokens":49,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p14_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p22_v2_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p42_v3_renamedA_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0157-renamed-611403","set":"renamed_B","cohort":"valid_call","family":"sort_direction","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> fable {\"velvet\": \"maple_677\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_184, reference 047. These are not inputs to this request.\nPlease sort a stored sequence from largest to smallest.\nStored sequence identifier: \"maple_677\".","tools":[{"function":{"description":"Sort a stored sequence from smallest to largest. Inert synthetic operation.","name":"lattice","parameters":{"additionalProperties":false,"properties":{"orbit":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"velvet":{"description":"Stored sequence identifier","type":"string"}},"required":["velvet"],"type":"object"}},"type":"function"},{"function":{"description":"Sort a stored sequence from largest to smallest. Inert synthetic operation.","name":"fable","parameters":{"additionalProperties":false,"properties":{"orbit":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"velvet":{"description":"Stored sequence identifier","type":"string"}},"required":["velvet"],"type":"object"}},"type":"function"}],"prompt_tokens":550,"decision":{"rms":0.3984464308447053,"sumsq":162.56876365095377,"hb":[0.03404,-0.07005,-2.1639,0.28179,-1.60931,0.14743,-0.7121],"lse":23.15645510523317,"logits":[13.135,12.697,10.183,11.42,10.735,10.203,7.917,8.903,11.053,10.61,10.427,16.443,11.578,11.107,14.069,10.033,10.003,13.834,11.88,10.603,19.435,12.85,11.541,12.937,12.111,12.036,10.693,11.521,12.838,10.191,10.659,13.334,13.915,8.675,12.802,14.23,11.454,11.844,13.343,12.022,12.348,11.304,9.121,10.996,5.74,7.006,0.045,10.485,7.04,13.312,5.443,8.07,10.104,9.031,8.395,6.624,10.173,13.673,10.305,6.603,7.697,13.174,4.479,9.262,10.352,11.689,4.746,8.868,1.002,17.436,6.941,6.82,8.844,-1.656,7.693,4.037,10.895,7.599,8.154,9.619,9.088,8.519,7.295,8.118,10.754,5.556,6.643,4.579,9.105,11.941,0.909,3.551,15.875,12.917,3.377,5.284,11.878,-0.915,4.257,3.081,7.072,8.803,0.561,6.963,-1.226,13.005,9.352,4.427,8.122,10.84,6.711,10.418,5.429,4.886,7.114,10.043,15.507,5.193,8.135,6.907,12.239,11.044,12.306,13.48,12.731,10.54,3.781,11.713,7.457,9.849,1.876,7.029,5.352,6.191,12.789,6.984,3.434,12.757,5.505,9.236,7.481,13.549,11.679,4.114,-0.684,6.83,11.331,0.506,14.626,1.664,-1.673,8.47,7.068,6.804,5.087,9.196,6.436,8.64,8.883,9.937,7.913,4.762,10.351,-2.049,6.421,3.473,8.172,6.421,-5.388,8.497,11.318,10.233,11.529,8.671,8.523,5.013,6.252,5.95,10.29,7.268,5.81,4.934,8.383,5.421,7.683,14.906,5.088,10.681,-2.585,10.13,9.723,4.381,10.384,12.263,4.088,3.558,8.209,10.379,8.632,2.661,6.617,11.757,6.361,4.027,11.876,7.814,9.648,6.082,5.79,12.162,3.685,9.856,13.939,1.979,6.353,5.943,-4.556,-0.532,5.42,3.262,5.815,9.316,8.38,3.493,-0.863,6.709,5.861,3.892,2.989,4.694,9.239,-2.201,4.071,5.445,8.52,10.525,2.754,11.787,5.144,7.672,7.532,5.237,3.606,2.184,4.525,12.752,1.403,-5.574,5.814,9.105,-0.801,10.402,8.78,8.26,4.465,-3.431,11.994,11.106,7.524,10.543,7.377,11.02,6.003,1.226,4.458,4.653,4.777,9.885,4.753,14.0,0.157,5.435,2.247,-0.133,1.463,7.104,7.968,6.434,7.41,-0.088,8.513,9.582,0.031,4.934,5.599,7.258,0.78,7.457,10.683,10.489,8.226,6.927,9.83,5.656,8.655,10.106,7.484,11.243,14.545,9.387,9.418,10.387,6.063,8.781,6.025,4.223,4.717,10.983,0.677,8.989,7.004,4.244,11.85,4.024,0.056,-2.509,7.286,7.743,-5.741,0.811,5.741,10.583,9.357,7.312,9.722,10.002,-2.956,-3.29,7.339,9.345,14.143,8.814,1.849,9.627,11.65,8.373,10.042,2.383,3.267,5.847,-1.34,10.266,11.296,11.649,10.131,4.68,8.217,3.614,5.92,1.286,9.509,5.111,-3.005,5.692,10.405,12.491,7.989,10.912,9.751,8.598,3.197,6.095,-1.198,-0.482,10.274,8.871,12.533,5.617,2.456,3.989,9.07,9.864,0.331,6.836,9.92,6.37,3.323,9.283,8.38,11.869,4.212,-1.597,14.966,3.598,8.428,4.966,2.348,1.942,7.485,10.251,5.114,10.201,4.803,10.452,0.601,8.436,7.22,3.819,1.889,1.73,2.776,-2.853,5.799,1.894,12.276,-0.262,9.474,10.278,-3.927,2.455,11.044,8.377,-1.068,6.389,9.172,8.228,-3.734,12.211,8.509,8.827,7.567,10.882,2.864,8.492,8.885,10.662,4.27,0.719,11.945,-0.756,12.281,9.935,2.79,4.465,3.733,3.96,7.184,5.979,10.707,10.175,8.249,7.122,7.206,4.295,2.563,4.986,10.69,0.739,12.309,0.89,6.583,-1.07,9.701,-2.376,4.486,3.567,8.673,7.567,5.758,0.597,1.965,8.733,8.679,4.343,7.109,1.785,-0.716,2.061,9.407,8.646,7.112,13.011,7.521,-0.359,2.138,3.222,1.223,5.762,6.469,2.724,6.782,5.873,9.535,-0.324,7.056,9.11,-0.194,5.98,14.452,8.797,6.712,6.342,7.296,8.572,6.173,5.249,10.822,1.738,6.622,2.47,7.068,1.135,3.427,4.707,0.194,6.453,1.083,5.686,9.137,11.844,4.326,8.201,1.706,2.732,7.335,3.724,5.709,12.301,3.951,5.832,8.96,2.579,2.295,-1.125,7.052,6.125,1.597,-2.788,1.259,6.305,5.294,4.809,3.428,6.719,4.968,4.931,7.596,4.332,5.982,5.168,4.567,-0.223,0.6,9.112,1.649,5.222,9.538,6.466,6.238,6.501,2.789,6.023,-2.163,2.374,6.686,10.639,3.658,10.63,1.499,7.516,8.751,4.736,-0.547,2.303,7.543,8.905,5.96,2.254,10.243,2.511,0.58,5.729,3.323,8.02,3.358,5.289,-2.526,6.441,6.701,0.319,3.265,7.43,7.891,0.807,3.622,0.497,6.986,1.385,10.922,-0.321,10.531,6.691,-1.638,6.505,8.061,-0.948,2.249,3.484,3.608,12.491,1.316,6.661,8.518,4.145,10.971,10.358,2.122,-1.147,-3.059,1.943,7.165,9.592,12.258,7.215,-0.371,7.326,2.539,6.751,4.595,7.201,10.42,4.765,3.787,2.934,5.009,11.614,3.867,7.88,-3.263,4.92,5.919,2.091,4.174,3.429,8.3,10.855,6.068,0.821,2.649,4.183,10.535,-1.353,4.904,6.735,5.297,7.12,6.079,-1.94,3.398,2.367,0.44,1.513,8.674,7.905,-4.123,1.054,-0.43,10.348,-1.086,3.664,7.772,7.722,6.974,8.17,2.238,6.409,6.581,-0.632,5.545,9.817,-4.902,-0.939,1.206,5.937,1.019,6.918,7.858,7.815,1.106,3.706,3.462,3.563,6.547,11.8,1.887,1.751,-0.527,9.381,6.436,8.498,5.838,5.979,9.535,6.018,2.877,6.91,2.449,3.79,6.434,1.377,9.43,2.271,-0.293,-0.045,13.596,-1.773,5.432,1.929,0.014,6.74,8.147,-1.052,6.911,11.251,1.338,1.564,3.422,5.717,6.909,2.468,3.808,2.997,5.914,3.744,-0.047,9.283,-0.89,7.923,8.389,4.192,5.585,-1.158,3.537,4.111,1.032,8.514,7.451,2.84,12.429,0.471,4.269,5.277,6.195,3.128,6.85,3.571,0.975,3.848,5.179,0.942,0.965,8.722,-2.135,1.738,7.986,2.766,-1.894,2.635,6.582,1.585,1.77,-2.873,1.681,8.704,5.645,4.336,1.481,1.106,-0.827,4.667,-1.308,-2.676,9.181,7.535,1.911,-1.422,2.473,7.404,2.053,7.031,10.58,-1.39,5.409,5.765,5.322,3.67,8.868,-1.944,3.205,1.446,8.72,-1.74,-2.395,6.293,2.006,2.514,0.049,0.995,2.927,-0.31,3.216,5.106,-0.25,5.426,5.033,2.267,-2.08,-1.309,-1.315,2.602,1.995,2.32,4.883,1.993,5.158,-0.495,5.641,3.008,0.496,2.761,0.324,4.37,1.352,3.727,6.257,4.106,-1.612,2.639,-0.618,4.133,2.988,-2.12,4.053,1.933,1.963,1.701,2.406,1.622,1.735,12.977,9.303,2.434,2.455,4.902,2.627,4.515,1.248,-0.351,2.468,3.071,-1.712,-0.03,-0.643,-4.421,5.337,0.452,4.052,0.926,3.874,-1.133,-0.837,3.536,-0.873,0.077,0.662,0.89,2.426,-0.666,0.281,-0.431,2.842,1.96,0.656,0.363,-0.415,1.859,2.619,2.298,0.498,-0.987,-2.508,0.951,-0.663,1.244,1.663,1.628,4.845,3.691,-2.295,-0.829,5.543,4.634,0.36,1.447,4.744,4.733,0.496,-1.57,0.558,0.356,0.116,3.176,-0.077,1.584,2.315,7.841,3.264,3.809,4.489,4.168,0.664,5.522,-2.61,2.568,1.144,1.474,5.585,1.729,3.197,1.784,-3.122,0.195,4.767,1.051,1.412,1.406,1.597,3.829,0.387,5.234,-1.226,4.813,1.588,2.803,1.403,0.863,5.256,0.985,-0.197,3.284,-1.471,1.459,3.146,5.996,2.563,4.38,0.448,3.019,1.677,-0.784,5.215,4.956,2.207,1.271,0.861,1.393,-2.793,-0.92,-0.849,-4.314,1.823,-1.408,1.209,-2.306,1.728,-0.774,1.514,8.119,4.685,0.533,3.784,1.895,-0.597,-0.124,2.211,4.839,1.229,-0.392,5.561,2.337,2.546,3.77,4.427,0.847,3.11,-2.411,1.658,0.525,-0.255,0.089,-4.076,0.694,3.175,2.573,-0.048,3.0,4.303,2.794,-0.023,3.495,1.259,0.074,6.603,1.156,4.221,3.382,-0.717,-0.752,-0.133,0.544,-1.398,-1.699,1.01,-1.06,1.811,-2.36,1.3,2.139,-0.937,0.023,0.773,4.695,0.655,3.967,5.683,2.922,-4.206,10.66,23.118,12.273,12.466,11.847,15.987,14.889],"base_top":[[248058,23.118],[40,19.435],[760,17.436],[27,16.443],[248068,15.987],[1206,15.875],[1919,15.507],[15947,14.966],[3928,14.906],[248069,14.889]]},"positions":{"tokens":[248058,198,27,1628,17572,470,29,198,27,15704,28,861,16612,29,198,2117,273,62,21,22,22,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","able",">","\n","<","parameter","=","vel","vet",">","\n","map","le","_","6","7","7","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.4128,-1.7526,0.6403,0.1099,-1.9303,0.8576,-0.1955,-0.017,0.1354,-0.6005,0.0872],[-4.5624,0.4208,8.0087,15.252,-1.2539,-1.7909,2.0055,-0.7486,0.0889,-0.5718,-0.3603],[-5.2742,-0.9868,12.0464,18.7103,-2.2254,-0.3897,-0.0796,-0.335,0.0961,-0.8186,-0.1645],[-2.7325,-1.3275,10.5356,18.0836,-3.4138,0.5738,0.6801,-0.9515,0.0052,-0.6758,-0.1075],[-2.6043,-2.2868,11.9121,18.9796,-3.3844,-0.0489,-2.1571,-0.8727,0.1669,-0.9654,0.4592],[-2.002,-2.7508,13.381,19.9804,-1.0548,-2.0438,-1.1527,-1.191,0.2825,-1.3119,-0.1022],[-4.6639,-2.113,11.5364,22.6694,-1.739,-1.5938,0.1467,-0.8687,0.028,-1.2154,-0.011],[-4.4559,-0.7322,11.4834,20.8823,-2.5172,-1.9775,1.1307,-0.3441,0.1438,-1.0872,-0.3845],[-4.3768,-0.6456,10.9202,16.9756,-1.772,-1.0459,-1.0708,-0.3552,-0.1541,-1.1665,-0.246],[-1.2957,-0.9023,10.17,17.581,-3.3275,-0.1329,2.9437,-0.7408,-0.2625,-0.9964,-0.3432],[-1.8592,-1.4137,12.4219,20.5519,-4.3833,-1.0497,-1.7648,-0.6213,-0.0266,-1.2167,0.397],[-0.6835,-1.3705,15.6578,17.1074,-3.4596,-1.4727,-2.1059,-1.0823,0.2612,-1.2397,-0.1082],[-2.8248,-1.0384,12.0038,16.6257,-0.3703,-0.9701,-0.326,-0.5215,-0.1811,-0.9083,0.2584],[-5.2638,-1.6297,13.256,22.3921,-2.6248,-1.8557,0.82,-0.647,0.1008,-1.6255,0.0226],[-4.4634,-1.7701,16.4861,20.3302,-3.3384,-1.0456,2.0601,-0.4656,0.2855,-1.4747,0.0191],[-2.3217,-1.4585,20.4921,15.6935,-1.4783,-0.9696,-0.8479,-0.6964,0.2712,-1.5057,0.0442],[-3.1945,-1.0128,14.2341,20.6274,0.1791,-0.7339,-0.5366,-1.3957,0.2533,-1.4372,0.2252],[-4.5281,-1.0025,13.5997,23.067,-2.211,-0.6734,0.7738,-1.3727,0.1904,-1.3255,0.0501],[-2.8771,-2.3357,17.0608,22.306,-2.4035,-1.4274,-1.1741,-0.6733,-0.0039,-1.4174,-0.4284],[-3.4245,-2.3544,13.405,20.4874,-0.6445,-0.9815,-1.3802,-1.4751,-0.1074,-1.4614,-0.4452],[-3.3421,-1.7238,13.1008,21.3597,-0.4531,-1.0002,-0.5847,-1.2396,0.1749,-1.564,-0.5746],[-3.9177,-1.4771,12.0542,22.0977,-1.5159,-1.2174,0.2446,-0.8253,0.2669,-1.508,-0.2365],[-4.3091,-1.325,12.4767,18.7967,-1.6212,-0.8219,0.8999,-0.6364,0.2224,-1.3284,-0.6349],[-2.4519,0.3333,11.1867,16.8388,-1.9802,-0.8019,0.8615,-0.4313,-0.0642,-0.6704,-0.5367],[-3.7976,-0.6979,8.9832,20.6368,-1.5431,-1.9778,1.0503,-0.9379,0.241,-1.1599,-0.0883],[-3.1684,-2.2584,11.2216,21.5427,-1.0545,-0.1038,1.0308,-0.3054,0.0528,-1.1675,-0.2675],[-3.9562,-0.9889,10.6481,18.0393,-1.7541,-0.3339,0.0415,-0.7049,-0.1437,-1.2778,-0.3412],[-3.7649,-0.4151,10.4517,17.1259,-2.0431,-0.7858,-0.8068,-0.7493,0.0277,-1.1321,-0.458],[-4.3418,-0.4895,6.1737,13.3948,-0.7622,-1.6172,2.2239,-1.1705,0.2152,-0.7693,-0.2405],[-4.4398,-3.0462,10.9003,18.3275,-1.3899,-0.6146,1.5343,-0.2077,0.2528,-1.0881,-0.1324],[-4.6339,-0.5421,8.8688,12.799,-1.6744,-1.204,-0.3469,-0.7399,-0.1167,-1.3091,0.0758],[-3.9956,-1.1858,9.7543,13.2466,-1.97,-0.345,-1.7069,-0.9662,-0.097,-1.5109,0.1672]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=fable>\n<parameter=velvet>\nmaple_677\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=fable>\n<parameter=velvet>\nmaple_677\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=fable>\n<parameter=velvet>\nmaple_677\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=fable>\n<parameter=velvet>\nmaple_677\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0107-renamed-611403","set":"renamed_B","cohort":"need_clarification","family":"queue_end","action":"clarify","ambiguous":false,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: put a value at the back of a queue.\nValue to insert: \"086\". Queue identifier: not provided.\nUnrelated archived note: birch_579, reference 095. These are not inputs to this request.","tools":[{"function":{"description":"Put a value at the front of a queue. Inert synthetic operation.","name":"fable","parameters":{"additionalProperties":false,"properties":{"cipher":{"description":"Queue identifier","type":"string"},"marble":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"plum":{"description":"Value to insert","type":"string"}},"required":["cipher","plum"],"type":"object"}},"type":"function"},{"function":{"description":"Put a value at the back of a queue. Inert synthetic operation.","name":"zinc","parameters":{"additionalProperties":false,"properties":{"cipher":{"description":"Queue identifier","type":"string"},"marble":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"plum":{"description":"Value to insert","type":"string"}},"required":["cipher","plum"],"type":"object"}},"type":"function"}],"prompt_tokens":601,"decision":{"rms":0.36476748391501923,"sumsq":136.24762093741447,"hb":[-0.03823,-0.04059,-1.26718,0.00014,-0.81975,0.18937,-0.29966],"lse":21.90355659126009,"logits":[12.017,13.249,14.166,11.734,12.153,9.429,8.192,9.019,10.316,12.462,10.276,15.537,10.916,10.912,13.625,10.201,9.186,11.139,10.233,9.962,19.342,8.432,10.563,15.387,13.795,11.884,10.241,8.561,12.974,8.88,8.846,12.882,13.741,7.242,10.899,11.887,7.813,11.073,7.153,8.831,13.416,7.137,10.631,11.794,3.462,6.469,-0.847,10.346,6.071,13.537,2.506,7.145,7.516,8.569,7.627,4.979,9.566,13.364,10.009,5.919,11.137,13.242,1.776,6.916,8.255,11.034,5.806,9.053,2.559,17.108,10.716,9.624,8.553,1.356,7.442,2.107,9.078,6.024,10.264,8.33,8.717,10.106,7.861,8.582,9.725,7.353,7.325,2.222,8.572,11.204,-0.01,5.862,15.094,9.602,7.089,6.378,10.919,-2.668,1.361,4.551,6.898,7.799,0.927,9.162,0.723,13.535,9.65,3.757,6.204,10.714,5.406,9.573,6.162,4.928,6.296,10.117,15.458,4.017,5.29,11.983,10.71,10.83,12.037,14.62,13.067,13.266,1.921,10.335,9.817,6.837,-0.369,6.911,3.128,5.546,9.895,9.815,4.709,12.733,4.684,8.661,7.032,14.093,14.572,3.121,1.175,5.989,11.852,-0.983,17.347,1.229,-3.556,9.576,6.037,8.227,3.039,11.044,6.006,8.684,6.879,8.188,7.685,4.097,9.434,-1.562,6.347,2.996,10.621,9.424,-5.553,12.204,10.605,10.277,13.23,5.924,7.924,8.024,12.108,4.883,11.111,6.286,6.296,3.256,7.126,3.728,8.338,16.937,5.675,10.303,0.409,9.698,9.679,2.61,10.991,10.265,8.887,3.31,9.047,12.641,8.25,2.451,5.389,12.475,5.486,1.835,10.835,6.629,13.33,10.599,2.789,10.547,1.022,14.187,15.031,1.357,8.054,5.454,-2.902,5.865,1.614,1.447,12.307,7.693,6.826,3.907,-2.729,6.61,8.92,3.328,0.636,2.82,11.346,0.034,0.776,7.464,8.405,10.718,7.283,8.469,6.387,8.101,10.191,2.745,5.453,4.343,5.304,12.968,-1.65,-0.583,10.937,9.164,-0.061,14.223,8.138,7.122,4.756,0.777,9.971,12.947,6.753,11.466,11.685,11.395,5.093,1.79,5.533,10.488,4.02,8.733,5.537,13.868,0.603,2.915,0.129,0.527,2.01,10.3,7.098,4.195,6.543,1.344,16.223,7.332,-1.167,5.881,3.459,8.132,-2.341,9.263,10.163,10.185,9.077,4.47,10.848,11.013,9.599,10.226,11.327,9.969,12.972,7.407,10.182,6.334,4.731,8.152,6.938,4.676,8.714,11.492,0.912,8.363,7.495,6.671,12.361,2.403,-1.122,-0.368,7.135,5.818,-2.579,2.05,1.585,7.732,7.129,7.871,6.546,10.78,-3.361,-3.164,6.86,9.56,15.175,7.303,3.828,9.902,13.773,6.01,9.03,2.007,2.972,4.926,-2.999,10.125,11.75,11.163,7.505,7.017,7.017,8.501,8.493,6.574,14.342,2.19,-0.792,4.439,11.916,12.325,6.089,11.028,9.295,8.464,-1.035,4.683,-0.007,-0.571,11.957,13.828,10.426,4.831,1.041,4.851,8.651,13.605,-0.367,6.274,9.884,4.265,4.655,10.293,9.139,12.22,4.297,-2.528,13.546,2.564,6.008,5.267,2.289,3.929,10.969,12.935,2.743,12.572,2.657,11.464,-2.441,12.139,8.013,2.742,1.113,2.559,5.428,-3.499,4.452,0.573,10.405,-0.51,13.513,12.888,-2.283,0.53,10.035,7.386,4.989,4.271,8.242,8.926,-0.874,9.298,5.886,9.385,8.267,9.112,1.795,9.013,5.621,7.445,2.106,-0.213,12.672,-1.16,11.288,9.117,5.734,7.497,0.829,6.838,8.01,4.143,14.022,13.128,7.217,10.65,7.009,5.998,2.323,6.423,8.965,1.315,9.869,2.349,5.941,3.042,8.892,-0.59,4.087,2.305,8.209,4.559,5.028,-0.332,1.483,10.772,11.345,7.247,10.999,3.472,-0.52,3.075,8.088,8.595,8.325,11.644,7.742,-1.57,1.673,0.573,0.911,6.773,6.153,2.557,10.403,4.751,8.378,-1.871,7.624,9.76,-1.989,8.393,14.52,7.107,5.85,9.786,5.581,10.809,5.464,4.125,12.673,-0.733,6.291,3.881,6.419,0.852,3.364,4.277,0.505,4.735,0.382,2.95,9.585,12.379,4.026,7.497,-1.457,5.28,7.392,3.061,11.351,12.772,8.216,5.804,6.671,0.975,-0.082,-3.017,6.045,5.07,0.796,-1.561,-0.227,7.419,3.711,3.171,2.725,5.023,6.258,5.577,8.881,2.638,3.609,7.482,4.375,5.038,-0.138,12.132,1.061,6.609,9.733,5.697,3.613,5.476,-0.124,3.83,-1.828,-0.45,7.966,9.186,4.752,11.144,4.931,5.141,7.269,3.157,-2.582,2.639,6.089,9.507,7.713,3.145,8.298,3.504,0.216,3.183,8.763,8.157,0.603,7.119,-1.206,5.253,8.216,2.906,2.998,6.253,13.037,-0.941,2.364,1.402,6.275,-0.691,8.98,-0.508,9.547,12.042,-3.474,5.479,12.509,-1.215,3.135,1.314,7.601,12.623,3.9,6.366,6.965,4.336,9.143,8.101,-0.659,-2.274,-3.686,-0.904,6.147,12.745,8.508,7.236,-2.683,7.454,3.746,8.816,5.276,6.797,9.465,8.107,4.133,2.318,3.567,10.19,3.211,8.289,-3.115,4.395,7.531,1.103,5.57,1.754,9.78,11.393,5.358,0.554,0.339,8.313,8.634,1.243,5.844,6.149,5.139,6.662,6.155,-5.406,5.127,3.004,-0.859,3.212,7.023,7.66,-0.801,2.862,-3.783,12.119,-1.521,5.081,6.856,4.014,6.473,8.265,0.251,5.089,6.198,1.24,5.329,9.322,-3.317,-1.582,2.362,3.663,1.875,4.709,6.583,8.059,-0.381,2.994,3.495,2.949,7.799,8.997,-1.389,1.044,0.302,8.603,5.45,6.931,4.555,5.181,8.966,5.844,4.126,5.203,-1.237,1.673,5.084,0.25,5.364,4.115,2.446,-0.398,11.94,-2.58,5.725,6.549,2.44,4.758,7.433,-2.219,7.332,10.932,2.322,-1.089,8.167,8.074,4.11,3.604,5.381,0.564,4.512,1.728,2.651,6.018,-0.241,6.763,7.103,4.421,4.671,1.928,2.384,5.136,-0.599,7.648,8.282,2.592,11.487,3.822,3.201,6.894,4.577,3.317,6.795,1.745,3.411,1.417,6.745,0.518,-1.86,9.145,2.922,-1.857,7.061,0.816,-3.539,-0.685,9.788,1.959,4.309,-2.593,4.303,8.383,5.286,2.032,0.945,-0.367,-0.196,2.447,-2.152,-2.863,6.431,7.831,0.806,-0.689,1.794,4.612,0.875,5.783,11.865,-3.627,6.976,5.374,2.896,6.952,8.455,-1.931,2.052,1.203,10.276,-0.578,-0.592,3.57,2.469,-2.438,-1.488,-0.267,1.281,-0.738,2.235,4.221,-2.148,7.224,4.285,0.479,-2.378,-3.515,-3.706,1.426,3.419,1.271,4.423,-0.296,4.663,1.709,4.511,-0.084,-1.694,-0.559,-0.572,2.487,1.247,5.297,3.003,4.208,-1.299,2.825,-0.301,4.306,-0.387,-2.109,4.148,1.367,-0.023,0.86,1.698,-1.422,1.805,10.774,9.424,0.814,3.774,1.288,6.144,4.921,-1.356,-0.2,3.0,1.669,-0.517,-0.278,-0.921,-5.494,3.838,-0.761,1.495,0.043,1.059,-1.394,-1.298,2.58,-0.323,-0.824,0.597,0.275,0.467,-1.745,-0.388,-3.049,1.29,0.839,0.428,0.309,0.382,0.863,2.061,5.593,0.599,-1.714,-1.462,-2.862,2.17,0.33,1.755,1.239,2.608,3.346,-1.895,-3.975,5.953,3.826,1.151,1.868,1.972,3.644,0.404,-0.05,0.182,-1.817,-0.932,5.844,-0.109,1.904,2.194,3.941,2.201,1.637,3.609,2.496,-0.122,4.42,-3.17,0.464,0.489,-1.522,1.76,-0.003,0.124,2.633,-4.012,-2.426,4.854,-0.602,0.326,0.455,0.414,5.348,-1.362,5.068,0.551,1.188,1.243,0.916,0.911,-1.505,3.708,2.275,1.21,2.744,-2.472,0.56,1.904,4.338,1.02,3.068,-0.33,1.369,-1.205,-0.916,2.583,1.741,4.456,1.573,0.2,3.964,-3.424,-1.251,-0.999,-1.43,2.215,-3.637,0.064,0.578,-0.318,0.319,-0.971,3.928,6.039,0.253,0.371,2.64,0.543,-1.181,-0.195,3.581,0.388,-0.648,6.726,2.037,3.767,1.751,7.444,-1.832,5.01,-2.031,-0.684,-0.924,-1.203,-1.782,-1.136,-3.548,1.789,3.063,-0.791,2.762,2.058,2.16,0.034,2.482,1.594,1.152,4.32,-0.167,3.905,3.593,-1.975,-1.328,0.098,-0.546,-2.912,-1.553,-1.298,0.833,4.752,-2.457,2.836,2.377,-2.002,-0.74,5.581,2.849,-0.276,2.161,3.925,0.418,-4.599,9.343,21.752,9.545,12.345,10.96,14.426,12.984],"base_top":[[248058,21.752],[40,19.342],[2665,17.347],[760,17.108],[3928,16.937],[8725,16.223],[27,15.537],[1919,15.458],[45,15.387],[12189,15.175]]},"positions":{"tokens":[248058,198,27,1628,79724,2747,29,198,27,15704,18941,10245,29,198,15,23,21,198,510,15704,29,198,27,15704,28,490,367,29,198,15,23,21,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=z","inc",">","\n","<","parameter","=c","ipher",">","\n","0","8","6","\n","</","parameter",">","\n","<","parameter","=","pl","um",">","\n","0","8","6","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[1.3378,0.9734,-1.0257,-1.4624,-1.9756,0.7269,-0.3016,-0.2321,0.2182,-0.7483,-0.0156],[-3.8657,0.5192,7.846,15.1347,-0.8325,-1.752,1.2981,-0.8469,0.0861,-0.5315,-0.3551],[-4.7067,-0.7813,11.5525,18.2788,-1.6541,-0.2246,0.37,-0.3413,0.2761,-0.7991,-0.1177],[-2.2278,-1.1134,10.9504,17.9779,-2.3623,-0.6716,1.2955,-0.85,0.0718,-0.5939,-0.0385],[-2.0364,-1.7417,10.1805,17.4153,-2.2926,-0.6039,-1.0258,-0.6278,0.1903,-0.9477,0.3895],[-3.3617,-1.966,12.5733,18.4437,-1.0365,-2.6191,-0.8222,-1.0925,-0.0099,-1.0439,0.352],[-4.574,-1.6546,10.7808,21.4136,-1.8924,-1.555,1.6659,-0.7826,-0.0068,-1.3863,0.1503],[-5.0737,-0.0653,11.5475,20.813,-2.6776,-1.4625,1.9777,-0.2546,0.0651,-1.1458,-0.0462],[-4.6005,-0.1483,12.5852,17.5465,-2.6848,-1.4197,0.9316,-0.3005,-0.161,-1.2082,0.0722],[-0.7526,-0.6334,10.2936,15.2402,-2.9129,-1.4303,3.9482,-0.4057,-0.2173,-1.1448,0.1921],[-1.3372,-0.8325,10.8839,16.9901,-3.2691,-1.5428,-0.6135,-0.3458,-0.0478,-1.5085,0.5632],[-0.8893,0.4071,8.6195,13.1296,-3.3166,-0.5347,-0.0799,-0.6083,-0.1441,-1.068,0.1222],[-1.9255,-1.5268,10.9756,21.0352,-2.12,-1.6001,0.7785,-1.0869,-0.1413,-1.6738,-0.0718],[-0.3833,-0.8401,11.8027,17.2311,-2.1277,-1.072,2.5736,-0.784,0.2673,-1.9181,-0.0675],[1.0519,-0.3019,14.0912,12.3493,-0.6388,-1.033,0.2198,-0.7498,0.2364,-1.8194,-0.0617],[-0.5172,-0.5039,12.1732,17.0968,0.8289,-1.719,1.4168,-0.8202,-0.0265,-1.8769,-0.4257],[-1.3672,-0.7647,12.6548,18.48,-0.1455,-2.0239,0.5362,-1.3061,0.1037,-1.6589,-0.2096],[-1.6319,-0.6121,9.8425,15.0926,-0.4248,-0.7942,1.7956,-1.0837,0.2711,-2.322,0.0049],[-3.6832,-0.8959,12.3915,18.1737,-1.84,-1.2067,0.8922,-0.6281,0.1058,-1.4977,-0.4762],[-2.8708,0.1019,11.9357,17.7379,-1.9504,-1.3343,0.8006,-0.6022,-0.0139,-0.7301,-0.5576],[-3.6743,-0.6896,9.8673,21.1248,-0.7378,-2.2988,1.3363,-1.0516,0.124,-1.4456,-0.0861],[-3.1983,-2.0033,11.5425,20.7153,-1.5744,0.3306,1.7806,-0.422,-0.0519,-1.358,-0.1564],[-4.1657,-0.4185,10.8872,17.2144,-1.5526,-0.3576,0.524,-0.5267,-0.2499,-1.2952,-0.3174],[-1.3398,-1.1304,11.8565,17.8732,-2.5147,-0.7078,3.0305,-0.7654,-0.1604,-1.1469,-0.054],[-1.8344,-1.294,12.1234,18.4045,-2.8908,-0.303,-0.2459,-0.674,-0.0317,-1.5346,0.3399],[-1.1465,-1.478,14.3132,16.1164,-1.7767,-0.1643,0.1309,-0.9204,0.1243,-1.5061,-0.1853],[-2.1793,-2.089,11.5331,19.2061,-1.8941,-1.1308,-0.3131,-0.638,-0.4806,-1.2432,-0.0024],[-3.3018,-2.5321,11.0902,20.9839,-1.384,-1.0436,0.0181,-0.9514,-0.2043,-1.4746,-0.0132],[-2.3271,-2.0786,12.5463,18.1065,-2.3703,-0.3751,0.3363,-0.3808,0.0567,-1.3914,-0.3432],[-0.8787,-2.4364,15.2216,13.4004,-1.165,-0.2873,-2.0531,0.0077,-0.0544,-1.1261,-0.3686],[-2.2733,-2.2088,12.9966,18.8908,0.6377,-1.0884,-0.184,-0.3839,-0.1487,-1.3322,-0.4165],[-2.9392,-2.0748,13.2892,21.0518,-0.9228,-2.1519,-0.3814,-0.9572,-0.0464,-1.1408,-0.4654],[-3.4218,-2.7626,11.2237,19.093,-0.9548,-1.0324,0.7105,-0.7382,-0.0498,-1.6248,-0.1144],[-4.0263,-1.7595,12.7151,18.545,-1.5441,-0.2269,1.183,-0.6007,0.3028,-1.4452,-0.4492],[-3.32,-0.5977,12.7483,18.4384,-1.6921,-1.1626,1.1448,-0.8312,0.2343,-0.8667,-0.6111],[-3.4276,-0.1132,10.029,21.3397,-0.352,-2.4005,0.8839,-0.8957,0.3188,-1.4358,-0.0836],[-3.0068,-1.1326,12.0721,19.7846,-1.2048,-1.0779,0.955,-0.3607,0.1307,-1.5705,-0.2042],[-3.9686,0.7336,11.1685,17.225,-0.5528,-0.4598,0.5328,-0.7077,-0.0575,-1.3194,-0.1667],[-3.8215,0.0476,9.9579,16.9858,-1.4762,-0.6252,-0.6853,-1.0434,0.2783,-1.2162,-0.4238],[-4.8311,-0.2763,6.4598,14.6448,-0.5824,-2.0691,1.2087,-1.1288,0.3069,-0.8713,-0.2031],[-4.0349,-2.8239,10.4449,18.0537,-1.2891,-0.8137,2.5042,-0.1352,0.2824,-1.1772,-0.0708],[-4.7556,-0.2409,8.2929,13.1259,-1.8419,-0.9682,-0.601,-0.8914,-0.0134,-1.1933,0.0422],[-3.0692,0.3695,9.5395,13.2792,-1.65,-0.1699,-2.1096,-1.0443,-0.0602,-1.6025,0.0854]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=cipher>\n086\n</parameter>\n<parameter=plum>\n086\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"discovery-611401-0149-renamed-611403","set":"renamed_B","cohort":"valid_call","family":"collection_size","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> fable {\"orbit\": \"birch_660\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_983, reference 080. These are not inputs to this request.\nThe operation I need is: return only the number of members of a collection.\nIdentifier of the collection: \"birch_660\".","tools":[{"function":{"description":"Return only the number of members of a collection. Inert synthetic operation.","name":"fable","parameters":{"additionalProperties":false,"properties":{"orbit":{"description":"Identifier of the collection","type":"string"},"velvet":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["orbit"],"type":"object"}},"type":"function"},{"function":{"description":"Return the members of a collection. Inert synthetic operation.","name":"cipher","parameters":{"additionalProperties":false,"properties":{"orbit":{"description":"Identifier of the collection","type":"string"},"velvet":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["orbit"],"type":"object"}},"type":"function"}],"prompt_tokens":555,"decision":{"rms":0.384840653833558,"sumsq":151.65576073527336,"hb":[0.02322,-0.03394,-1.96169,0.1812,-1.38405,-0.02715,-0.38406],"lse":23.834851608607785,"logits":[13.127,12.719,13.271,13.689,13.656,12.758,12.54,12.302,13.781,13.977,13.372,16.878,10.201,12.321,13.659,8.995,8.119,10.789,11.654,8.804,18.628,9.264,10.23,13.355,12.666,11.295,8.878,7.854,10.813,8.111,9.055,12.923,14.063,8.193,13.417,15.973,10.004,12.123,10.053,10.361,13.589,9.761,7.756,12.095,3.496,6.695,1.65,11.136,3.149,12.681,4.618,8.031,9.241,8.372,7.023,4.015,9.028,13.355,10.436,8.021,6.548,12.286,4.241,8.799,8.191,11.93,7.443,6.891,0.792,17.853,8.024,7.5,7.768,-0.832,6.421,2.574,10.042,6.403,8.583,10.442,8.224,8.611,6.145,7.379,8.174,4.525,7.048,3.494,7.944,12.335,1.728,5.797,15.84,10.572,4.769,4.028,11.902,-1.113,2.91,5.196,5.219,3.453,0.209,6.906,0.481,12.468,9.218,4.706,6.392,8.941,5.555,10.491,3.93,5.215,4.45,9.08,15.381,6.466,6.495,8.596,11.391,9.179,12.036,13.63,11.714,10.859,3.341,8.926,7.339,6.796,0.686,7.786,5.026,6.978,11.489,7.936,4.517,12.371,5.895,11.452,6.079,13.221,10.653,3.14,-0.729,5.25,11.101,2.125,14.222,1.796,-1.74,11.362,6.553,6.634,2.379,9.631,7.48,8.681,8.652,8.171,7.249,4.269,7.852,-3.478,4.992,3.382,8.617,7.71,-4.225,10.272,10.636,10.726,10.671,6.25,6.775,6.9,8.416,4.676,9.545,7.504,4.806,3.726,7.632,4.433,6.629,14.766,4.076,8.619,-2.052,10.805,9.117,4.563,9.941,12.994,8.205,4.205,6.798,10.046,7.329,2.538,4.28,12.067,6.134,3.874,10.847,6.979,12.07,9.053,3.239,10.976,1.646,11.319,12.48,3.713,8.409,4.675,-4.257,1.859,4.343,1.128,8.637,7.491,5.411,3.329,-0.246,4.216,7.127,5.753,0.327,2.691,11.575,-0.856,3.701,3.871,6.788,10.582,4.301,8.142,5.594,6.669,6.834,3.5,3.813,1.48,3.994,12.019,0.904,-3.72,6.695,7.774,-2.562,9.661,8.527,6.395,3.204,-1.534,12.009,10.451,6.532,10.912,9.14,9.214,4.876,-0.182,3.286,6.443,3.822,8.857,3.762,12.391,-0.213,3.568,0.726,0.861,2.202,6.232,7.804,4.019,6.279,-0.449,10.863,7.761,-0.0,6.495,3.877,6.606,-2.299,8.521,10.139,8.929,7.056,4.937,9.897,7.25,6.931,11.316,9.907,11.675,13.548,7.727,8.704,6.213,6.789,7.688,6.709,3.587,6.397,9.115,-0.338,8.996,7.047,3.937,12.092,2.376,-0.663,-1.071,7.112,6.99,-3.775,0.896,3.958,9.462,6.692,5.444,8.039,9.885,-1.415,-3.736,6.854,8.302,13.384,8.295,0.564,8.328,12.609,7.509,7.942,0.507,3.864,4.932,-2.6,10.634,11.767,11.784,10.078,5.084,6.712,4.992,6.904,2.825,10.662,5.931,-1.615,6.506,9.995,11.976,6.117,10.337,9.06,7.531,-0.286,3.849,-3.197,0.301,12.285,11.337,12.348,4.823,2.741,3.754,5.667,11.41,-0.864,4.8,8.337,4.33,4.715,8.644,8.32,10.275,5.159,-2.3,14.451,3.032,5.408,4.053,1.282,1.103,9.162,9.967,1.595,10.256,3.261,8.865,-1.497,8.943,5.677,3.623,0.558,2.914,3.898,-4.423,4.417,-0.057,9.554,-0.692,8.205,10.26,-3.544,1.856,9.981,6.412,0.181,7.393,6.68,6.317,-1.774,12.51,6.533,8.61,6.371,10.455,2.244,8.105,9.342,9.144,5.217,0.912,11.158,-2.712,9.9,7.254,3.721,4.89,3.625,4.681,5.451,5.602,11.333,10.442,7.796,7.707,6.123,6.303,2.01,5.733,9.177,-0.757,7.787,0.975,6.84,2.545,6.863,-0.761,5.108,3.046,7.655,4.199,3.966,-0.533,2.077,9.795,11.035,5.757,10.814,2.287,-0.794,3.75,7.774,5.373,5.118,10.429,7.862,1.855,3.325,0.621,0.961,5.628,4.249,1.539,7.546,6.121,7.775,0.412,5.398,9.097,0.364,8.76,14.366,8.235,4.555,5.675,5.763,8.947,3.813,4.35,10.285,1.955,5.887,2.606,5.653,2.234,2.63,3.933,1.149,2.414,-0.608,4.047,6.659,11.311,2.966,7.931,1.684,2.658,6.791,3.122,9.171,10.751,5.091,6.501,6.877,2.566,1.949,-1.678,5.172,4.817,0.456,-1.078,-0.308,7.19,5.564,3.605,2.173,5.633,5.721,6.328,8.215,2.556,3.852,7.054,3.206,2.148,1.256,10.818,2.352,8.261,7.752,6.013,5.789,6.47,2.925,4.438,0.011,1.421,5.308,6.325,3.374,10.104,2.798,6.115,7.163,2.984,-1.081,1.378,4.331,8.649,6.162,1.995,6.064,1.704,0.859,3.354,4.822,7.543,2.468,4.982,-2.713,6.315,8.446,-0.057,3.771,6.484,10.078,-0.412,1.666,0.066,6.851,0.868,12.083,-1.415,10.453,9.304,-1.694,4.551,9.237,0.159,3.451,4.17,4.618,11.846,2.331,5.953,6.595,3.818,7.623,8.448,-0.088,-2.057,-4.018,-0.152,6.105,9.306,8.361,5.829,-1.839,6.956,3.193,8.356,3.186,6.134,9.597,7.399,2.537,2.04,5.128,9.937,3.731,6.858,-3.278,3.505,6.128,2.585,2.764,2.478,7.289,10.164,4.276,0.409,2.411,6.563,9.618,1.068,3.709,6.945,4.663,5.723,5.547,-2.797,5.905,1.544,0.228,1.936,5.766,7.008,-2.817,0.919,-1.809,10.327,-1.487,2.173,4.863,4.163,8.772,6.334,2.443,5.337,6.286,-1.684,4.132,10.188,-3.635,-0.656,0.929,5.211,0.112,6.299,6.98,7.245,-1.588,4.077,3.987,3.027,6.721,8.631,1.774,-0.379,-0.676,8.867,7.135,7.844,3.811,4.714,8.013,5.316,2.948,5.552,-0.825,2.376,5.885,3.007,4.125,3.531,-0.347,0.695,12.414,-1.513,4.411,3.565,1.087,5.101,5.415,-2.084,5.903,8.075,1.981,1.977,5.145,5.632,4.531,3.089,3.713,2.244,5.194,2.928,3.585,4.884,-1.712,3.416,8.432,5.328,4.164,0.54,2.918,3.137,0.224,7.745,5.911,2.917,11.686,0.674,3.239,6.229,4.274,1.555,5.658,0.838,3.243,1.952,7.74,1.148,-2.539,6.758,0.579,-0.749,4.682,2.518,-1.801,2.723,7.786,1.497,2.242,-4.666,2.701,6.802,4.567,5.343,0.64,1.476,-0.441,2.284,-2.722,-3.047,5.561,7.523,1.238,-0.367,2.337,3.997,2.022,4.314,10.968,-2.224,5.822,4.561,3.068,4.735,5.349,-0.873,2.847,1.722,8.504,-1.216,-1.225,5.214,1.668,1.663,-0.36,1.354,3.586,-1.874,2.474,6.159,0.559,5.331,4.448,1.681,-1.481,-2.085,-2.855,2.994,1.557,1.209,4.292,1.06,3.206,-0.893,5.381,1.245,-1.699,1.92,1.985,2.047,1.599,3.59,4.5,5.516,-1.741,3.389,-0.499,3.391,1.597,-3.152,5.205,0.66,0.591,1.771,1.837,0.005,1.522,10.621,9.015,2.085,3.29,4.642,4.643,3.937,0.121,0.715,1.615,3.467,-1.118,-0.546,-0.238,-2.44,3.405,0.371,2.991,-0.824,2.435,-0.155,-0.617,2.246,-1.866,-0.576,1.87,-0.138,1.433,-1.067,-1.062,-2.814,3.343,0.531,0.971,1.006,0.335,0.519,2.198,2.564,-0.859,-1.037,-3.36,0.745,-1.227,0.431,1.418,1.76,2.786,2.853,-2.331,-1.979,6.213,4.556,-0.468,0.578,4.049,4.583,1.799,-1.32,2.632,-2.168,0.148,3.306,-0.212,2.208,1.279,6.13,2.784,4.953,2.955,3.295,-0.045,5.361,-3.213,1.646,0.137,1.382,3.931,2.053,1.407,1.282,-5.561,-1.559,3.3,0.106,-0.216,0.957,0.163,3.567,-0.645,5.813,-0.273,1.93,2.168,2.05,0.975,-0.363,5.976,1.257,0.592,3.416,-2.247,0.044,1.636,4.417,1.472,5.32,-2.203,1.231,0.688,-0.967,4.544,2.967,3.062,0.955,0.605,1.97,-2.899,-1.224,-0.294,-0.937,3.506,-2.341,0.864,-2.373,2.676,-0.622,0.671,5.909,5.086,-1.327,3.423,3.587,-0.467,-0.464,-1.322,3.484,-0.233,-1.812,5.658,2.079,2.998,3.584,6.275,0.117,3.403,-2.451,1.242,-1.038,-0.728,-1.105,-3.177,-0.627,1.41,2.695,-0.093,3.221,2.621,1.96,0.849,3.135,1.761,0.98,5.202,1.314,2.024,4.977,-1.319,-2.09,-1.714,-0.617,-2.655,-1.5,0.879,-1.528,3.185,-2.441,4.246,0.513,0.53,0.81,2.678,4.563,0.85,3.143,5.313,1.673,-4.574,10.989,23.821,10.992,12.413,11.183,16.694,14.107],"base_top":[[248058,23.821],[40,18.628],[760,17.853],[27,16.878],[248068,16.694],[69,15.973],[1206,15.84],[1919,15.381],[3928,14.766],[15947,14.451]]},"positions":{"tokens":[248058,198,27,1628,17572,470,29,198,27,15704,28,71813,29,198,42404,329,62,21,21,15,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","able",">","\n","<","parameter","=","orbit",">","\n","bir","ch","_","6","6","0","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.96,-0.8105,2.9562,0.562,-1.5302,0.5048,-1.204,0.3391,0.0828,-0.5634,0.1413],[-4.1096,0.5326,8.2068,14.9447,-0.8518,-1.9695,1.6784,-0.771,0.1746,-0.5764,-0.3084],[-4.8612,-0.8622,11.3935,18.4695,-1.8995,-0.582,-0.6301,-0.1671,0.1079,-0.6377,0.0035],[-2.0233,-1.3125,10.6755,18.2231,-2.5201,-0.3998,1.2172,-0.8489,0.1259,-0.5902,-0.1051],[-2.5669,-1.7057,11.2648,18.7596,-2.3093,-1.0778,-1.6809,-0.4875,0.1682,-0.6774,0.4091],[-1.7242,-1.8212,11.9887,17.9953,-0.3341,-2.3627,-1.4223,-1.0565,0.2612,-1.1549,-0.0281],[-4.2098,-1.4697,11.0641,20.4362,-1.2719,-2.049,-0.306,-0.9021,0.0477,-1.1218,0.1831],[-4.723,-0.1764,12.5878,20.651,-3.0283,-2.0452,1.4666,-0.3205,0.2125,-1.0505,-0.0017],[-4.5991,-0.3978,11.5381,17.3038,-1.9332,-1.1568,-0.8355,-0.4508,-0.1697,-1.2026,-0.0911],[-0.9175,-1.285,10.2369,15.633,-3.8154,-0.2578,2.9609,-0.446,-0.1456,-0.8392,-0.1068],[-1.652,-0.8696,11.643,16.6496,-4.0261,-0.9798,-1.6272,-0.568,0.0441,-1.0942,0.6479],[-1.0587,-1.1013,15.2185,16.9466,-3.1417,-1.2684,-1.919,-1.3719,0.2598,-1.2801,-0.0277],[-4.1778,-2.0438,13.4017,21.7069,-2.3717,-2.6094,0.2274,-0.7066,-0.1361,-1.6575,0.2677],[-4.3752,-1.5431,16.9305,19.9795,-3.7786,-2.6109,0.4906,0.0554,0.1398,-1.3507,0.0115],[-2.325,-1.3753,21.2141,15.5436,-2.1177,-2.5416,-2.6651,-0.2201,-0.0488,-1.3993,0.0701],[-4.0451,-1.2764,13.9033,20.2267,-1.6048,-0.3619,0.9568,-0.6547,0.0695,-1.3725,0.4161],[-4.1603,-0.7035,13.1831,22.0089,-1.9009,-0.7346,0.7124,-1.3973,0.1006,-1.7434,0.2493],[-2.8288,-1.7089,17.4418,20.7911,-2.2708,-1.6366,-1.8258,-0.6353,0.0622,-1.4933,-0.1861],[-2.4454,-2.2424,14.3915,20.662,-1.085,-2.4218,-0.4884,-0.9841,-0.0157,-1.2612,-0.3442],[-3.2943,-0.643,13.7365,22.5765,-0.9404,-1.59,0.0484,-1.3222,0.034,-1.5299,-0.2224],[-4.1751,-1.1785,13.4551,22.0891,-1.1568,-2.2495,-1.0295,-0.6411,0.1606,-1.3424,-0.1162],[-4.2695,-1.469,13.3181,19.6064,-1.4646,-1.1942,0.3608,-0.3049,0.3886,-1.1772,-0.5491],[-2.6473,0.1863,11.1073,16.7871,-1.3194,-0.8803,0.7254,-0.3274,0.0555,-0.6262,-0.4505],[-2.9492,0.1877,10.1527,20.8985,-0.6415,-2.5832,-0.0682,-0.7618,0.3751,-1.2858,-0.0391],[-3.1233,-1.0469,12.249,21.5271,-0.4371,-0.9725,0.8932,0.0422,0.1701,-0.8522,-0.1782],[-3.0869,-0.0085,12.2696,17.3018,-1.1399,-1.311,-0.8521,-0.5862,0.1252,-1.2346,-0.2537],[-3.8714,-0.217,11.69,18.3531,-1.5855,-1.0247,-0.8976,-0.7395,0.1924,-1.0525,-0.2627],[-4.7713,-0.4736,7.7907,15.1993,-0.6695,-1.8492,1.7048,-1.0536,0.1402,-0.764,-0.1971],[-4.6225,-1.8515,11.5675,18.8624,-0.6868,-0.7982,2.1744,0.3252,0.311,-0.5338,-0.2035],[-4.3059,-0.8633,9.2737,13.2494,-1.5123,-1.1054,-0.405,-0.5869,-0.0695,-1.2394,0.1455],[-3.916,-0.5834,9.8751,14.0373,-1.6409,-0.5042,-1.6474,-1.1099,-0.0757,-1.5452,0.0518]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=fable>\n<parameter=orbit>\nbirch_660\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=fable>\n<parameter=orbit>\nbirch_660\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=fable>\n<parameter=orbit>\nbirch_660\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=fable>\n<parameter=orbit>\nbirch_660\n</parameter>\n</function>\n</tool_call>","n_tokens":31,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0223-renamed-611403","set":"renamed_B","cohort":"ambiguous","family":"collection_size","action":"clarify","ambiguous":true,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_750, reference 035. These are not inputs to this request.\nThe operation I need is: return only the number of members of a collection.\nIdentifier of the collection: either \"spruce_561\" or \"spruce_5619\", with no preference specified.","tools":[{"function":{"description":"Return the members of a collection. Inert synthetic operation.","name":"tango","parameters":{"additionalProperties":false,"properties":{"lumen":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"marble":{"description":"Identifier of the collection","type":"string"}},"required":["marble"],"type":"object"}},"type":"function"},{"function":{"description":"Return only the number of members of a collection. Inert synthetic operation.","name":"zinc","parameters":{"additionalProperties":false,"properties":{"lumen":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"marble":{"description":"Identifier of the collection","type":"string"}},"required":["marble"],"type":"object"}},"type":"function"}],"prompt_tokens":575,"decision":{"rms":0.39014377332840133,"sumsq":155.86423179972917,"hb":[-0.04896,-0.10478,-1.8167,0.14068,-1.24676,0.11355,-0.65454],"lse":22.76414967005061,"logits":[14.387,13.11,11.671,13.192,13.552,12.025,10.02,11.199,11.726,11.627,10.977,15.605,11.532,10.45,13.807,9.731,8.995,9.321,11.051,9.863,19.912,9.766,12.149,13.247,11.457,11.728,9.477,13.419,10.762,8.374,9.871,13.026,14.697,8.444,12.98,9.23,9.386,11.618,10.242,11.476,12.088,10.201,12.717,11.666,6.779,7.804,1.471,10.695,8.057,13.405,3.655,9.144,8.935,8.738,8.525,5.619,10.831,13.945,10.867,8.102,7.411,13.707,3.515,7.537,8.739,12.072,6.848,8.208,1.09,18.231,8.039,8.544,8.599,-0.215,6.857,3.859,9.78,7.939,8.991,10.206,7.469,9.21,6.936,7.468,9.336,6.484,7.489,6.568,8.36,12.578,3.48,3.928,16.736,11.796,4.404,7.518,12.844,-1.099,3.858,4.713,6.435,7.956,1.277,8.104,1.552,13.382,10.315,5.094,7.802,10.07,8.779,10.918,4.011,4.684,5.574,10.337,15.21,6.907,8.221,7.313,11.266,10.506,12.899,13.261,13.351,10.434,4.507,9.883,7.495,7.416,0.924,8.388,2.825,5.906,11.341,8.813,5.841,14.891,6.184,9.556,8.045,14.616,11.251,5.197,2.389,6.483,12.485,1.235,14.31,3.145,-1.896,10.215,6.993,6.948,3.751,10.553,7.405,9.066,6.903,11.298,7.637,5.256,9.232,-3.13,9.081,3.673,8.027,4.848,-4.293,8.747,12.636,11.021,12.384,6.294,6.542,6.924,8.758,5.07,11.92,7.883,6.0,5.814,5.73,3.747,6.812,16.627,4.005,9.241,-2.361,9.744,10.218,5.279,12.633,11.588,6.436,5.211,8.319,11.321,8.269,3.501,5.375,12.621,5.535,5.125,12.859,8.13,11.377,9.982,5.556,12.869,4.523,9.46,13.476,4.246,8.107,8.2,-3.225,1.117,5.228,3.249,6.838,9.762,6.9,4.602,-0.316,2.631,6.686,4.893,4.441,3.489,11.222,-2.055,2.938,4.917,7.413,10.733,4.565,10.166,7.083,8.926,8.264,6.202,4.695,4.254,5.492,10.673,1.271,-3.603,7.414,7.976,-1.137,10.914,9.404,8.281,5.448,-1.5,11.359,10.798,7.562,12.135,9.155,9.926,4.257,1.049,3.461,6.995,0.714,8.91,4.897,13.679,0.445,4.809,0.324,0.53,1.601,6.782,7.601,6.33,8.195,0.336,10.885,8.088,0.249,7.526,5.556,7.531,2.341,8.302,11.465,11.15,7.688,5.292,10.025,7.604,7.231,10.397,8.053,11.527,14.737,7.376,10.103,6.67,6.095,8.501,7.43,3.429,6.234,9.24,0.849,10.666,7.314,3.282,14.027,2.838,0.276,-1.581,9.027,9.313,-4.682,-1.364,4.811,10.399,6.801,8.266,9.674,9.505,-2.73,-1.522,8.607,8.042,15.89,9.58,0.33,10.678,13.107,7.861,10.526,2.751,2.238,5.215,-1.27,11.114,11.382,11.283,10.503,7.225,8.119,6.089,7.724,4.098,10.597,5.423,-1.181,4.337,10.33,13.182,7.103,10.521,10.562,7.498,2.499,3.821,-2.164,0.225,11.154,10.44,12.338,5.086,3.986,4.19,8.054,11.176,1.482,7.715,10.174,3.537,5.937,10.889,9.408,12.58,2.922,-2.289,15.402,2.76,6.363,3.064,2.982,2.9,11.753,9.801,3.082,9.864,4.958,11.867,0.652,9.259,7.461,1.396,3.279,2.531,2.844,-0.369,4.439,-0.002,10.539,-0.141,8.175,11.229,-4.413,3.32,8.637,7.853,0.679,5.624,9.385,8.523,-2.272,12.167,8.645,8.798,7.284,15.9,3.648,9.007,5.244,10.54,4.63,0.335,14.469,-2.004,13.182,6.661,3.566,5.066,5.008,7.144,6.116,6.985,14.057,10.657,8.829,8.758,5.6,6.296,2.896,8.106,9.567,2.791,10.908,2.245,9.129,0.117,8.783,-0.532,5.295,4.243,10.675,6.317,4.216,1.664,2.2,10.376,10.011,6.42,9.716,3.696,-1.288,2.678,8.505,5.478,4.802,11.401,7.306,0.351,3.58,1.185,1.428,6.603,3.649,1.875,8.834,4.248,9.85,0.962,7.744,10.112,0.112,8.535,17.451,9.307,7.442,6.425,7.082,9.792,4.219,5.239,11.114,2.318,6.742,1.467,7.137,2.509,2.644,3.608,1.512,5.784,1.647,4.336,8.426,12.492,2.301,8.926,-0.181,3.826,7.614,4.096,7.852,12.493,4.739,7.04,7.506,3.094,2.026,-0.194,3.577,6.273,1.473,-1.915,2.994,8.627,5.867,6.618,4.162,6.404,4.56,5.758,7.55,2.841,1.446,6.329,4.985,1.386,2.199,10.347,1.12,5.717,9.055,7.973,5.576,6.534,4.034,5.57,-2.567,1.534,5.609,8.391,4.474,12.778,4.103,8.366,8.336,5.417,-0.775,2.014,6.732,9.99,8.728,2.267,8.492,1.622,2.114,4.004,3.725,8.255,1.294,7.261,-3.789,6.605,8.801,-0.995,4.027,5.107,10.846,-0.747,5.349,1.136,5.728,2.993,10.546,-0.33,11.261,9.662,-2.091,3.743,9.581,-0.221,2.772,2.413,5.305,10.827,3.417,6.961,7.843,2.664,10.731,9.523,0.897,0.617,-3.745,1.295,7.474,11.012,8.818,6.204,-0.789,7.876,3.786,7.687,5.939,5.79,10.274,7.421,4.239,2.555,3.253,12.031,3.452,8.403,-4.646,4.32,7.596,1.023,5.025,4.171,7.962,10.102,5.278,1.356,2.044,6.175,9.882,0.937,3.801,7.138,5.286,7.979,7.818,-2.092,2.326,0.59,-0.825,4.118,7.291,9.647,-4.481,1.082,-0.174,14.137,-1.694,3.961,7.082,14.37,8.155,6.814,0.413,8.05,7.9,-1.703,4.462,10.901,-5.519,-0.624,1.874,3.882,0.418,6.71,9.122,6.88,-0.173,3.894,4.535,2.959,7.594,10.754,2.574,0.599,-0.781,11.038,5.718,9.396,4.415,5.717,9.611,7.196,3.889,6.204,0.983,4.775,7.719,1.259,5.907,2.005,2.01,0.099,12.193,-1.233,5.955,4.174,1.004,3.455,7.31,-0.925,8.936,10.678,2.737,1.246,4.321,5.636,6.438,4.18,4.823,2.048,5.973,4.482,3.999,6.918,-2.036,4.985,6.189,5.898,6.156,0.61,0.489,3.448,0.438,7.827,8.615,3.248,11.794,1.713,4.54,6.919,6.578,2.359,7.142,1.897,2.135,3.569,7.024,1.471,0.159,8.152,1.109,1.922,6.792,1.721,-3.125,3.542,7.863,1.558,2.439,-1.415,1.807,8.786,5.366,3.955,1.085,1.338,0.672,1.985,-0.78,-2.849,6.497,8.356,0.851,-0.829,3.386,5.18,2.441,8.58,12.029,-2.032,6.44,6.4,4.071,4.191,8.142,-1.25,3.924,2.745,8.8,-2.199,-1.574,4.878,2.022,-0.46,-2.198,0.946,3.039,0.021,2.626,4.738,1.8,5.097,4.534,2.051,-1.222,-1.314,-1.281,3.634,2.172,0.915,5.137,0.831,4.745,-0.842,6.012,0.652,2.912,3.582,0.183,4.767,4.109,3.782,5.248,4.326,-1.195,2.96,0.142,5.783,2.07,-2.962,1.578,1.45,1.803,2.128,2.425,-1.223,3.026,11.782,8.732,2.939,3.886,3.511,4.45,5.631,0.946,1.518,1.06,3.276,-1.348,-0.971,-0.378,-3.243,4.429,-1.796,2.217,0.632,4.014,0.118,0.692,3.143,0.006,1.043,1.956,0.799,0.195,-1.007,-1.0,-1.186,2.81,0.046,-0.205,0.85,0.091,2.568,3.461,1.974,0.292,-1.259,-2.586,1.611,-0.495,0.941,0.36,2.297,5.062,0.955,-1.677,-0.497,5.631,4.654,-0.44,-0.816,3.033,3.083,0.551,-0.469,1.44,0.473,-0.308,5.796,-0.383,2.216,2.366,5.968,1.659,3.974,3.266,4.225,-0.345,5.702,-1.898,1.686,0.047,0.991,4.605,1.187,1.249,3.581,-3.824,-1.47,4.731,-0.697,1.426,1.456,1.396,2.915,-0.627,5.881,1.52,5.08,2.445,1.915,-0.407,-0.991,4.117,1.174,0.142,3.489,-0.587,-0.24,3.102,4.825,0.469,5.98,-0.291,3.033,1.382,-0.842,6.161,4.892,2.598,0.915,1.408,0.064,-2.149,-0.297,-1.573,-2.313,2.098,-3.215,2.064,-1.302,1.736,-0.075,1.736,4.975,5.442,2.693,2.374,2.57,-0.391,1.671,-0.189,4.248,1.01,-1.457,4.555,1.417,3.549,4.398,5.463,0.494,3.286,-3.552,2.295,-0.534,-0.345,-0.268,-3.747,-0.338,2.754,3.459,0.385,3.096,2.411,3.769,0.356,4.04,0.826,0.014,6.063,0.145,4.644,3.35,0.779,-1.098,-1.881,0.291,-1.531,-1.649,0.423,-0.801,2.254,-2.719,4.296,1.718,0.43,0.429,2.126,3.65,0.642,3.601,3.79,2.256,-2.83,10.304,22.66,11.317,13.301,12.683,17.444,15.938],"base_top":[[248058,22.66],[40,19.912],[760,18.231],[27775,17.451],[248068,17.444],[1206,16.736],[3928,16.627],[248069,15.938],[20003,15.9],[12189,15.89]]},"positions":{"tokens":[248058,198,27,1628,79724,2747,29,198,27,15704,28,5437,863,29,198,49931,10208,62,20,21,16,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=z","inc",">","\n","<","parameter","=","mar","ble",">","\n","spr","uce","_","5","6","1","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.473,-0.2626,3.6271,1.1298,-1.4082,1.0387,0.0708,-0.0948,0.3213,-0.8549,-0.1094],[-4.083,0.5618,8.4426,15.4407,-1.2806,-1.5603,1.621,-0.8948,0.1793,-0.6313,-0.4422],[-4.3864,-0.5798,12.4936,18.6067,-1.866,0.202,0.4785,-0.4924,0.365,-0.9488,-0.176],[-1.8271,-0.716,11.1892,17.2004,-2.5163,0.2904,0.9156,-0.973,0.0807,-0.8132,-0.0061],[-1.8378,-0.5198,11.5626,15.6459,-2.0629,0.6481,-1.129,-0.7462,0.3337,-1.1707,0.3521],[-3.2439,-1.5606,11.7454,16.9915,-0.6619,-1.9589,-1.4274,-1.1444,0.089,-0.971,0.3357],[-4.4983,-1.0266,11.3426,20.4161,-1.4201,-0.9285,-0.0613,-0.9013,0.3078,-1.3854,-0.054],[-4.631,-0.1911,12.7313,21.4181,-2.0631,-1.3386,0.8096,-0.4026,0.2303,-1.2482,-0.3771],[-5.206,-0.4425,13.0189,17.2831,-1.6662,-0.9425,0.1523,-0.4021,-0.0024,-1.3166,-0.2784],[-1.2264,-0.9165,11.9597,17.0513,-2.6191,-1.0355,3.3301,-0.4625,0.007,-1.0951,-0.3245],[-1.7563,-1.2918,13.6678,19.3772,-3.3157,-0.9705,-1.5049,-0.5644,0.1801,-1.4825,0.182],[-0.9439,-0.9147,14.9451,16.9474,-2.0397,-1.0222,-0.8202,-1.0702,0.3555,-1.571,-0.4982],[-0.4483,-0.8102,9.5551,14.7478,0.3814,-0.2088,-1.4572,-0.6339,0.1496,-1.6251,-0.4366],[-4.2763,-1.425,12.9781,22.3606,-2.2384,-1.7035,0.7165,-0.7927,-0.0419,-1.6684,-0.0476],[-3.5854,-0.9293,17.2807,20.9062,-3.5169,-0.954,1.2729,-0.4299,0.4295,-1.4677,-0.2616],[-1.3655,-0.7198,21.0914,16.594,-1.4891,-1.0138,-1.5535,-0.729,0.3963,-1.5758,-0.2551],[-2.9687,-1.0587,13.3809,19.146,-0.9055,-0.308,0.4224,-1.4737,-0.0414,-1.1537,0.1064],[-3.3414,-0.4839,13.1918,22.1221,-2.0408,0.0841,0.1082,-1.7598,0.2695,-1.7444,-0.1091],[-1.6817,-1.3154,16.34,20.2641,-1.9392,-0.8665,-1.93,-1.0983,0.106,-1.5173,-0.6083],[-2.5772,-1.6268,13.6657,19.6001,-0.1999,-2.1576,-0.1526,-1.3187,-0.0548,-1.0725,-0.4603],[-2.6266,-1.111,12.6423,19.561,-0.8897,-0.3358,-0.163,-1.2228,0.4771,-1.6877,-0.2926],[-3.1935,-0.8308,13.4058,20.1935,-1.7867,-1.1631,0.1643,-1.1163,0.2724,-1.7114,-0.3711],[-4.3807,-0.8382,12.5463,18.6697,-1.9681,-0.6392,0.2023,-0.5093,0.4077,-1.2163,-0.8372],[-2.5306,0.0932,11.6281,16.2941,-1.8942,-0.7902,0.5906,-0.4377,0.1563,-0.6038,-0.7146],[-3.7183,0.292,9.3742,21.1307,-1.6645,-2.2475,0.2723,-0.5586,0.2839,-1.1535,-0.0825],[-3.4491,-0.6234,11.7225,21.238,-0.3953,-0.5329,1.3279,-0.0355,0.2178,-0.9924,-0.1973],[-4.0442,0.1537,11.342,17.7123,-1.6222,-0.6636,-0.5532,-0.456,0.0744,-1.1284,-0.2857],[-3.9035,0.1733,10.3626,16.5669,-1.8241,-0.1233,-1.5444,-0.8102,0.2032,-1.038,-0.3959],[-5.042,0.2225,7.7117,15.3101,-0.6751,-2.1813,1.7767,-1.0924,0.2167,-0.8176,-0.1845],[-4.5721,-1.2675,11.0446,17.9479,-0.5157,-1.1276,2.4813,0.2849,0.3866,-0.6443,-0.1338],[-4.2509,-0.2607,8.5339,12.8245,-1.5351,-0.4371,-0.028,-0.8666,0.0347,-1.1302,0.0583],[-4.4247,0.2216,8.2369,12.2474,-2.2878,-1.2744,-1.0441,-1.1241,0.0874,-1.4097,-0.0347]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=marble>\nspruce_561\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=marble>\nspruce_561\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=marble>\nspruce_561\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=marble>\nspruce_561\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0222-renamed-611403","set":"renamed_B","cohort":"no_tool","family":"collection_size","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_714, reference 034. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to return only the number of members of a collection. Do not access or change stored data.\nIdentifier of the collection: \"077\".","tools":[{"function":{"description":"Return the members of a collection. Inert synthetic operation.","name":"mosaic","parameters":{"additionalProperties":false,"properties":{"orbit":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"ripple":{"description":"Identifier of the collection","type":"string"}},"required":["ripple"],"type":"object"}},"type":"function"},{"function":{"description":"Return only the number of members of a collection. Inert synthetic operation.","name":"velvet","parameters":{"additionalProperties":false,"properties":{"orbit":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"ripple":{"description":"Identifier of the collection","type":"string"}},"required":["ripple"],"type":"object"}},"type":"function"}],"prompt_tokens":568,"decision":{"rms":0.36917840576848904,"sumsq":139.56269597262144,"hb":[-0.05284,-0.05108,-1.14282,-0.035,-0.67095,-0.02553,-0.08683],"lse":21.187051252041314,"logits":[14.317,12.61,15.581,13.323,14.177,12.971,10.179,11.748,13.186,13.589,13.178,15.705,12.017,11.672,12.49,10.225,8.326,9.827,10.387,9.808,17.835,9.302,13.041,14.778,11.877,10.104,11.895,8.896,11.181,14.04,9.325,13.718,15.038,8.458,11.678,10.375,8.039,10.244,8.191,11.409,12.076,12.807,7.362,11.767,4.123,7.14,3.916,10.313,5.54,14.281,3.687,6.457,7.935,8.828,7.412,5.491,8.099,11.76,11.369,7.468,5.908,14.115,0.957,6.929,6.653,11.332,13.251,11.616,2.546,17.984,13.284,10.398,7.395,1.746,10.367,1.634,9.938,9.332,10.975,12.457,7.326,10.195,8.519,6.452,9.281,8.385,9.044,3.875,9.43,12.189,-0.12,6.204,18.03,10.837,10.225,5.005,13.004,-1.266,0.64,5.68,5.849,6.578,2.241,9.988,0.156,14.099,10.535,2.749,7.026,10.55,6.652,11.06,4.885,5.167,7.469,10.904,15.734,7.789,6.237,10.622,11.35,8.364,12.598,13.386,14.697,11.145,3.229,7.956,8.214,9.026,2.502,9.584,2.393,7.113,9.952,10.718,6.003,14.966,2.42,11.03,8.512,15.143,13.389,3.33,0.508,6.699,13.03,-0.721,15.354,0.216,-4.224,13.119,7.343,7.34,7.527,11.056,8.045,8.066,5.401,9.106,8.812,4.675,8.208,-0.295,5.296,3.543,9.798,8.651,-5.489,10.846,11.619,13.073,13.013,5.951,6.226,9.763,12.56,7.287,12.118,7.479,7.961,3.378,5.756,3.6,8.044,15.97,4.71,9.656,0.865,11.504,10.573,3.301,14.079,9.444,9.113,5.84,7.366,13.656,8.863,3.815,6.176,12.24,6.427,1.49,10.637,7.493,14.771,12.32,3.869,10.825,2.632,13.819,12.764,2.836,15.601,5.501,-3.295,4.819,2.552,2.806,11.972,7.351,7.685,4.155,-0.726,6.455,9.21,4.271,-0.367,3.616,11.095,-0.906,1.464,8.095,10.023,9.538,6.216,10.524,6.777,8.334,6.49,3.495,5.071,1.84,5.533,12.121,-1.494,-1.421,10.268,7.126,-1.082,11.983,9.036,11.034,7.115,1.241,9.883,11.703,7.416,11.827,11.986,9.939,6.844,1.028,1.449,9.567,2.003,8.064,8.19,12.406,-2.116,6.005,-0.92,0.508,0.194,10.411,10.073,6.96,6.165,0.827,15.066,7.94,0.71,6.083,5.334,8.027,-2.557,11.491,10.32,10.601,9.0,4.874,10.874,11.326,8.354,9.765,10.718,12.109,12.785,11.286,10.037,7.032,5.42,9.751,6.433,3.934,12.406,10.901,2.975,9.591,8.602,10.373,15.225,1.88,-1.053,3.168,9.262,5.983,0.092,1.464,2.443,8.565,7.672,5.727,8.064,9.851,-3.959,-0.81,9.131,7.367,14.819,7.995,6.225,10.851,12.065,5.353,10.256,2.368,4.1,3.017,-1.365,10.464,12.183,9.77,9.264,6.602,5.806,7.935,8.569,6.324,13.406,4.17,-0.02,2.888,10.848,12.213,5.082,10.716,9.742,8.268,0.559,5.486,-2.068,0.358,14.005,13.138,11.143,4.677,1.447,4.598,8.131,12.383,-0.267,6.951,8.781,3.623,5.695,9.564,9.18,12.517,2.952,-3.202,14.865,2.255,8.579,1.332,0.42,3.301,12.468,12.118,3.092,12.177,4.759,12.101,-0.707,12.521,5.391,4.728,0.946,5.242,5.305,-4.151,4.064,0.634,10.212,-0.547,7.036,9.902,-1.752,5.129,8.677,5.384,4.188,5.772,8.426,7.975,-1.283,10.174,5.129,8.428,6.14,10.178,2.993,6.798,5.385,7.581,3.267,-2.309,12.415,-0.529,12.025,9.01,5.269,6.874,2.844,6.872,5.131,6.102,15.321,13.256,8.81,11.618,6.267,6.219,0.933,7.114,10.49,0.016,9.145,1.882,8.33,4.029,10.613,1.844,4.609,1.426,9.284,5.084,8.334,1.71,1.359,12.157,11.211,5.753,12.735,3.449,-2.192,3.246,7.476,6.406,4.86,10.745,7.547,-0.204,3.136,0.388,-0.085,8.302,7.924,1.741,10.652,5.365,10.663,-0.96,6.176,10.823,0.359,8.986,16.219,8.681,6.283,10.007,5.227,11.269,4.364,5.706,10.732,-0.343,8.575,0.235,7.184,3.214,3.593,5.524,2.022,2.232,-2.504,3.081,9.013,9.995,5.106,9.47,-1.726,5.413,9.285,4.649,10.787,12.615,11.004,4.562,7.569,2.715,3.345,-3.278,5.779,8.22,1.759,-1.501,0.237,8.058,5.734,4.877,3.099,4.458,5.041,7.828,11.62,2.269,5.629,7.889,6.042,4.109,0.787,11.812,1.57,7.167,10.077,8.817,5.237,4.36,2.062,5.556,-1.285,-0.227,6.471,9.332,4.866,9.285,5.116,8.226,6.593,3.432,-1.664,3.253,6.7,11.018,7.048,2.031,9.089,4.053,0.577,3.232,7.63,8.672,2.45,7.417,2.398,6.629,9.072,0.831,1.072,5.078,12.185,-0.306,1.329,-0.258,5.866,0.624,8.993,-0.003,9.731,9.76,-3.74,5.354,12.209,-0.76,4.57,0.997,9.066,12.225,4.16,7.022,6.407,7.077,10.059,7.484,0.401,-2.428,-5.06,-0.904,7.232,12.079,7.709,7.694,-2.851,6.59,4.257,8.484,3.892,6.442,10.91,14.917,3.258,2.767,4.18,10.229,3.766,9.094,-3.354,4.116,5.332,1.902,4.399,3.479,6.786,9.358,6.53,-0.018,0.093,9.006,8.782,1.352,3.384,8.306,5.185,5.582,6.173,-5.716,8.966,3.082,-0.014,5.227,6.838,9.138,0.191,1.447,-1.313,12.054,-2.058,6.346,6.675,2.384,8.098,9.742,0.735,2.975,6.867,4.233,5.04,12.486,-3.637,-1.319,4.196,4.854,0.511,4.389,7.302,6.827,-0.049,3.391,6.018,1.155,9.767,10.201,1.098,-1.466,1.155,9.162,6.606,8.923,5.088,9.234,11.579,7.052,3.26,4.617,-0.423,2.332,7.121,1.936,6.449,4.004,4.148,0.461,11.258,-0.499,7.754,6.39,1.433,5.484,8.662,0.09,7.44,10.318,2.9,1.636,7.28,7.008,1.933,5.578,5.792,1.491,4.739,0.161,4.613,7.06,-1.254,4.86,6.028,3.69,4.865,3.231,1.547,5.75,0.909,7.995,7.671,2.528,11.971,2.601,4.77,7.356,4.989,1.02,12.162,1.197,4.053,2.271,7.92,0.24,-3.409,8.361,3.897,-1.226,4.216,-0.36,-4.712,2.137,9.137,2.006,3.878,-2.555,1.296,7.515,6.537,2.587,-0.345,-0.579,0.134,1.692,-0.614,-2.688,5.841,9.184,1.614,0.566,2.467,5.885,0.9,6.88,10.769,-3.887,7.896,7.097,3.369,7.766,6.997,-0.82,4.366,5.233,10.125,-0.001,-1.212,3.221,1.483,0.806,-2.717,-0.328,1.743,0.852,3.385,5.014,-0.554,5.526,5.16,0.628,-2.832,-3.041,-1.636,1.187,0.898,-0.416,4.063,3.333,4.266,1.393,5.535,1.58,-2.552,-2.792,1.34,2.822,0.248,4.32,4.373,5.624,-3.137,1.459,0.616,2.417,2.866,-2.729,2.88,3.158,0.49,1.083,2.484,-1.893,0.298,7.776,7.436,0.628,1.561,1.761,6.04,6.251,-1.656,0.127,2.406,3.387,-0.472,1.496,0.884,-2.742,3.825,-0.388,1.503,0.047,0.482,0.372,-0.47,1.725,-2.84,0.537,0.856,1.342,0.765,-2.783,1.969,-2.781,0.992,-0.502,0.396,2.202,1.297,-1.318,0.426,3.654,0.687,-2.112,-1.526,0.834,1.241,-0.893,0.101,4.161,3.095,1.295,-0.082,-3.494,5.993,3.313,2.361,0.809,4.172,5.488,-0.245,-1.018,0.292,-2.136,-3.239,3.084,-2.073,2.087,1.622,4.987,3.544,3.75,4.226,3.965,-0.041,4.39,-3.572,-0.28,-2.215,0.297,2.574,2.906,-0.919,1.579,-5.667,-4.027,2.777,-1.337,-0.309,1.11,1.466,3.787,-0.051,5.287,3.139,2.132,2.326,2.004,-0.635,-2.996,4.245,-0.69,3.902,2.904,-2.096,-2.449,1.622,3.3,1.906,2.82,0.707,1.462,-0.708,-0.192,2.155,0.806,5.723,2.42,0.708,1.583,-1.69,0.353,-2.479,-1.957,1.774,-1.663,0.911,1.388,0.627,0.376,3.558,3.386,5.424,-2.808,1.055,2.629,1.097,0.997,-1.486,0.954,-1.864,-0.407,6.548,2.209,3.223,2.087,8.279,-0.026,4.277,-0.737,1.857,0.205,-0.445,-1.636,-2.173,-0.917,5.167,3.172,0.197,3.361,2.068,2.873,-0.319,3.264,2.668,2.403,5.401,0.038,4.408,4.563,0.167,-1.559,-0.207,0.059,-2.688,-0.778,0.155,-0.672,2.974,-3.458,7.633,1.748,-2.702,3.204,5.414,3.435,0.264,1.003,4.357,1.181,-3.914,8.605,20.918,8.579,11.255,9.801,16.281,11.581],"base_top":[[248058,20.918],[1206,18.03],[760,17.984],[40,17.835],[248068,16.281],[27775,16.219],[3928,15.97],[1919,15.734],[27,15.705],[5423,15.601]]},"positions":{"tokens":[248058,198,27,1628,28,861,16612,29,198,27,15704,28,79530,29,198,15,22,22,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","vel","vet",">","\n","<","parameter","=","ripple",">","\n","0","7","7","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.4886,-0.3805,0.1595,-0.5242,-1.8833,1.2667,-0.8992,0.0332,0.1189,-0.8398,-0.2195],[-3.9322,0.6255,7.9209,14.3528,-1.1165,-1.5312,1.0,-0.7259,0.1299,-0.5878,-0.3661],[-3.8472,-1.1321,12.0374,17.9386,-1.992,-0.389,-1.6155,-0.3236,0.0653,-0.7385,-0.2336],[-1.3561,-1.3896,11.2924,18.0343,-2.8381,-0.4541,-0.3812,-1.0165,-0.0225,-0.6573,-0.0537],[-1.1628,-1.7525,11.8217,18.0068,-3.2662,0.0594,-2.9002,-0.607,-0.0055,-0.8074,0.3352],[0.0867,-1.4115,16.6514,14.6815,-2.3535,-0.8039,-3.7439,-0.7642,0.3658,-0.9967,-0.2078],[-3.425,-1.1386,12.2881,18.5961,-0.0991,-0.9751,-1.6266,-0.7352,-0.0081,-0.8508,0.2171],[-4.4985,-0.6846,11.0403,21.3558,-1.3603,-1.431,0.1605,-0.7434,0.0699,-1.0411,0.1617],[-5.0645,-0.299,11.4757,20.854,-3.1443,-1.8868,1.5966,-0.2156,0.1198,-0.9313,-0.2046],[-4.8824,-0.9167,11.9034,18.0524,-1.8715,-0.5694,-0.1415,-0.3894,-0.1945,-1.1837,-0.2782],[-1.24,-1.0184,9.8276,16.2331,-3.1976,0.0234,3.1002,-0.3665,-0.3092,-0.9898,-0.2056],[-1.9993,-0.9482,11.5316,18.2647,-4.1524,-0.8948,-0.9449,-0.3916,-0.1187,-1.1737,0.4417],[-1.2573,-0.9613,14.1611,16.1835,-3.2777,-1.3206,-0.742,-1.0714,0.1523,-1.1208,-0.0619],[-3.9086,-1.7074,11.4237,22.7326,-1.9601,-2.2128,-0.0835,-0.6487,-0.1509,-1.3749,-0.182],[-3.8597,-1.1824,14.0899,21.0709,-3.4555,-1.5993,1.0547,-0.3546,0.179,-1.1141,-0.1972],[-2.2424,-1.012,17.7758,17.8327,-2.462,-1.3116,-1.9676,-0.3844,-0.0247,-1.1477,-0.315],[-2.9764,-0.7123,14.0501,19.9574,-0.3631,-1.1162,-1.3223,-1.0343,-0.0244,-1.3187,-0.5089],[-3.3968,-1.6154,13.1873,21.2095,-0.7116,-1.2055,-1.6145,-0.8285,-0.0567,-1.4511,-0.5371],[-3.655,-0.8868,12.4047,21.3286,-1.3579,-2.1341,-0.3395,-0.4818,0.1524,-1.4099,-0.2183],[-4.2157,-1.4338,12.902,19.4782,-1.9131,-1.4052,-0.1556,-0.413,0.2317,-1.3444,-0.7398],[-2.7138,0.0225,11.543,17.8387,-2.1704,-0.7739,0.493,-0.359,0.0893,-0.7272,-0.6746],[-3.7533,-0.4609,9.4049,21.0306,-1.6806,-2.1443,0.1747,-0.7767,0.2351,-1.2481,-0.1015],[-2.9095,-1.1954,11.3552,21.6511,-0.8664,-1.1828,1.2404,0.0041,0.0716,-0.9677,-0.2319],[-3.6611,-0.4947,11.6488,18.0219,-2.0444,-0.9085,-0.3898,-0.4948,-0.0847,-1.2421,-0.3318],[-3.5363,-0.2562,10.94,16.9839,-2.1652,-0.4506,-1.1737,-0.7091,0.0485,-1.138,-0.428],[-4.2584,-0.2082,6.4736,13.4755,-0.4945,-1.7841,1.2875,-1.0462,0.2465,-0.8254,-0.2468],[-4.1936,-1.6998,11.2718,18.4914,-0.7836,-1.1732,2.1949,0.0469,0.3522,-1.0393,-0.0155],[-3.7117,-0.6974,8.8636,12.6827,-1.3088,-1.3378,-0.5271,-0.6512,0.0415,-1.3103,0.1136],[-3.5804,-0.4571,10.5111,13.8367,-1.7864,-0.6322,-1.4193,-1.0131,-0.0005,-1.521,0.0809]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=velvet>\n<parameter=ripple>\n077\n</parameter>\n</function>\n</tool_call>","n_tokens":29,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0279-renamed-611403","set":"renamed_B","cohort":"ambiguous","family":"archive_state","action":"clarify","ambiguous":true,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_379, reference 055. These are not inputs to this request.\nPlease restore an archived record to active state.\nRecord identifier: either \"095\" or \"0959\", with no preference specified.","tools":[{"function":{"description":"Mark a record archived. Inert synthetic operation.","name":"ripple","parameters":{"additionalProperties":false,"properties":{"cobalt":{"description":"Record identifier","type":"string"},"lattice_orbit":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["cobalt"],"type":"object"}},"type":"function"},{"function":{"description":"Restore an archived record to active state. Inert synthetic operation.","name":"fern","parameters":{"additionalProperties":false,"properties":{"cobalt":{"description":"Record identifier","type":"string"},"lattice_orbit":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["cobalt"],"type":"object"}},"type":"function"}],"prompt_tokens":554,"decision":{"rms":0.3961904233010327,"sumsq":160.73303195182234,"hb":[0.01021,-0.05123,-1.93179,0.2207,-1.42073,0.24344,-0.65836],"lse":23.310325380127868,"logits":[13.187,13.064,12.031,12.75,12.272,11.426,8.605,8.861,11.038,10.769,10.451,15.812,11.63,10.14,14.955,10.934,9.632,10.364,10.755,10.247,20.377,10.637,11.746,13.191,12.063,11.672,12.653,10.183,11.491,9.254,9.762,13.666,14.201,8.046,13.318,9.294,9.026,11.242,9.728,10.205,11.422,8.843,8.371,11.473,5.081,6.245,0.397,10.455,6.916,14.202,3.445,8.694,8.655,7.645,8.301,6.66,10.087,13.669,10.92,6.246,5.724,14.301,3.572,7.316,8.999,11.077,5.903,12.626,1.264,17.681,11.248,7.413,9.344,-0.681,7.848,3.788,10.581,7.4,9.109,8.835,9.438,9.192,7.559,8.178,10.622,7.124,7.432,5.306,9.629,11.234,0.823,5.435,16.01,11.803,6.373,7.482,12.255,-4.555,3.383,4.881,6.68,9.28,1.278,7.374,0.841,13.752,9.923,4.983,7.006,11.408,8.935,10.237,5.722,6.122,7.978,10.978,15.131,5.043,7.935,7.881,12.391,11.979,13.124,13.892,12.997,10.586,3.338,10.94,7.877,9.686,2.547,6.339,4.22,6.104,11.328,8.075,4.657,14.271,4.425,8.053,9.993,14.277,12.257,5.056,0.981,7.386,12.487,0.245,15.553,3.101,-1.602,9.034,5.778,8.839,5.831,9.224,6.444,7.882,8.524,12.661,8.346,5.416,10.004,-2.304,8.834,3.504,9.202,4.9,-5.202,9.335,11.895,11.496,13.325,7.029,8.485,5.254,7.912,7.497,12.555,8.371,7.449,6.479,5.814,3.568,8.468,16.0,6.139,11.147,-1.488,10.536,10.565,3.193,11.905,12.701,5.015,4.09,9.776,10.885,9.417,2.271,8.086,11.877,6.445,4.038,12.863,8.03,9.57,7.827,5.238,12.31,2.829,11.553,16.542,3.397,8.397,7.664,-5.642,0.467,3.955,3.757,8.045,9.463,8.285,4.186,-1.54,5.654,6.59,5.378,1.76,5.28,9.25,-2.035,2.738,12.754,9.251,12.365,3.365,9.441,7.034,9.077,6.709,4.048,3.765,3.534,4.903,11.788,0.237,-4.301,7.07,9.047,-0.547,11.019,9.23,8.852,5.837,-2.001,11.527,12.149,8.012,11.577,8.452,10.262,4.22,1.897,5.389,6.384,2.301,9.613,5.647,15.303,0.585,4.58,0.979,1.26,1.445,8.561,7.963,6.85,10.013,0.697,10.161,9.046,0.779,5.985,5.065,9.392,-0.243,7.378,11.96,11.929,8.06,6.004,11.808,6.708,7.856,10.246,8.225,10.953,14.551,9.498,10.876,6.698,6.67,9.76,6.526,4.67,5.419,10.904,1.854,11.442,7.398,4.095,13.304,4.837,-2.651,-2.691,8.559,6.819,-3.209,-0.054,4.838,10.076,8.616,10.341,8.697,10.288,-5.159,-2.389,7.148,9.222,15.797,8.63,2.063,10.661,13.956,6.97,10.994,1.941,2.782,6.485,-1.3,11.237,12.081,11.744,8.571,4.324,9.321,4.81,7.005,2.593,9.777,4.476,-1.709,5.823,8.534,13.597,7.2,10.893,10.521,9.64,1.676,5.956,-0.707,0.91,12.52,9.527,13.215,4.868,2.995,4.069,9.948,10.107,2.712,6.953,10.687,4.41,4.818,11.018,8.511,13.465,3.983,-2.744,14.344,2.592,8.528,5.148,3.476,2.76,9.571,11.901,5.135,11.692,5.058,12.454,0.663,9.97,7.449,3.592,2.116,1.318,3.833,-2.12,5.99,3.382,10.157,0.773,8.492,11.886,-2.677,3.652,10.239,7.912,0.29,5.503,9.665,9.73,-2.896,12.104,7.813,10.363,7.994,13.893,4.455,7.419,5.694,10.572,4.935,0.95,13.668,0.018,13.49,9.45,4.316,5.836,1.515,5.283,8.724,5.627,13.136,11.819,8.378,9.522,7.176,5.352,3.6,7.272,10.325,2.25,12.47,1.136,8.241,-2.113,10.878,-2.095,3.822,3.021,10.428,7.361,6.879,0.375,3.045,10.641,8.786,5.772,9.34,2.897,-0.158,2.623,9.197,8.192,7.039,12.993,7.271,-0.614,1.55,1.714,1.364,8.477,5.22,3.904,9.79,6.056,10.535,0.187,7.542,10.633,-2.221,7.527,17.085,9.147,6.849,5.55,8.671,7.779,6.831,5.691,11.429,0.144,8.966,2.324,7.173,0.98,4.165,5.938,-0.852,6.191,-0.028,6.21,9.43,14.259,3.283,9.064,-0.649,3.753,9.133,5.308,7.504,13.872,5.36,6.694,8.801,2.109,2.514,-1.079,6.36,6.539,1.801,-2.033,1.016,7.542,4.652,5.152,3.581,4.569,4.676,5.712,6.67,4.521,5.54,5.952,4.83,0.466,0.541,10.324,1.234,5.474,10.584,7.408,5.082,6.481,2.213,6.436,-1.339,1.211,8.911,9.662,5.027,11.927,3.622,8.595,9.681,4.765,-0.694,2.011,7.045,9.658,7.309,1.549,9.364,2.446,1.27,4.902,4.901,9.024,2.451,5.905,-3.381,5.99,5.285,1.372,1.683,7.388,9.6,-1.521,3.43,1.502,6.305,1.646,10.131,0.221,10.684,9.875,-2.72,5.614,8.976,-1.641,1.843,2.896,6.32,13.511,1.871,8.003,10.946,3.563,12.173,10.624,0.779,-0.443,-2.835,1.961,6.779,10.725,8.479,7.668,-1.672,6.389,2.82,8.198,6.077,7.935,10.944,6.952,5.067,2.176,5.09,12.495,4.384,8.55,-3.385,3.819,6.161,3.183,4.087,2.967,8.122,11.903,6.627,1.248,0.875,4.523,9.627,0.736,6.19,8.128,6.441,8.987,7.237,-2.17,4.047,2.746,-0.497,3.429,8.733,8.709,-2.279,1.233,-0.291,13.293,-1.875,4.649,8.342,7.188,6.111,9.854,2.307,6.199,8.636,-1.733,7.799,10.341,-5.152,0.266,2.728,6.18,1.118,7.424,8.725,6.362,1.209,3.236,4.088,3.008,8.583,11.346,0.735,2.807,-1.392,10.48,5.118,9.177,5.451,6.64,10.929,7.191,3.992,6.099,2.688,3.134,6.34,0.284,5.663,2.134,1.808,0.048,12.7,-2.646,6.57,2.302,0.431,5.039,8.728,-0.706,9.03,12.26,1.151,0.533,4.354,5.091,4.85,4.153,5.762,2.308,4.291,1.787,3.351,8.469,0.015,9.727,9.248,5.243,4.689,1.261,2.619,5.976,-0.768,8.849,9.125,2.412,11.663,0.942,2.693,6.464,5.76,4.409,8.817,2.897,1.329,2.722,6.141,0.926,-1.885,9.365,-0.989,2.692,7.379,2.397,-3.036,2.389,7.852,1.805,2.417,-1.611,3.585,10.215,7.568,2.632,0.551,1.229,-0.625,3.181,0.455,-3.112,8.911,8.607,0.657,-0.778,2.988,7.094,3.067,10.806,12.231,-2.229,4.747,6.389,4.922,4.155,9.783,-1.809,4.436,0.803,8.638,-2.07,-1.465,5.769,2.59,-0.245,-1.623,0.272,2.186,0.153,2.673,4.169,-0.073,5.498,4.689,2.299,-1.126,-0.853,-1.749,2.859,1.627,1.056,5.485,0.434,6.307,0.445,6.081,2.168,0.67,2.401,0.958,4.357,2.827,4.996,3.555,3.79,-1.479,3.339,-0.026,2.816,1.647,-3.835,2.684,2.148,1.431,0.929,2.518,0.002,2.013,12.74,9.472,1.716,3.038,2.533,3.24,4.953,-0.477,-0.245,3.323,2.969,-1.504,0.765,0.291,-4.262,4.687,-2.125,1.298,-0.44,2.059,-0.304,-1.572,4.372,0.493,-0.336,1.332,1.305,2.132,-0.556,-0.546,0.011,1.957,1.471,0.192,1.259,0.563,0.199,0.109,2.599,0.095,-0.517,-2.013,0.328,1.154,1.123,1.628,2.382,6.148,1.38,-2.313,-3.216,5.071,4.255,0.279,1.747,2.436,4.325,-1.244,-1.183,2.496,-0.452,0.254,3.099,-0.058,1.777,2.5,6.331,1.943,3.945,3.695,4.538,0.374,3.832,-2.623,0.528,0.31,0.485,4.577,2.93,1.563,2.453,-2.796,-1.76,4.897,1.643,0.438,2.37,2.51,3.086,-1.122,5.517,-0.741,3.684,1.318,1.813,0.355,-0.798,3.771,1.645,0.543,2.582,-1.877,-0.959,2.697,4.176,0.587,3.067,0.442,2.842,1.424,-0.67,5.179,4.907,2.036,1.313,0.775,1.306,-2.129,-1.11,-2.027,-4.6,1.113,-1.294,2.176,-2.615,1.168,-1.196,1.774,5.577,2.43,1.863,2.727,2.47,-0.191,-1.087,0.748,3.59,0.842,0.134,6.688,0.583,2.051,3.374,3.886,-0.204,3.377,-1.791,1.964,-0.214,-0.478,0.297,-3.265,-1.724,2.988,2.732,1.391,2.767,2.426,3.174,1.003,3.489,1.078,1.04,4.348,0.585,3.604,2.028,0.027,-0.409,-1.705,0.901,-2.006,-2.0,-0.042,-0.481,1.242,-3.513,2.317,1.899,-1.588,-0.943,3.657,4.672,-0.443,3.819,3.175,2.138,-5.027,10.068,23.236,10.542,12.495,12.39,16.512,14.988],"base_top":[[248058,23.236],[40,20.377],[760,17.681],[27775,17.085],[5328,16.542],[248068,16.512],[1206,16.01],[3928,16.0],[27,15.812],[12189,15.797]]},"positions":{"tokens":[248058,198,27,1628,28,76041,29,198,27,15704,18941,656,3045,29,198,15,24,20,198,510,15704,29,198,27,15704,39287,30748,8469,4341,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fern",">","\n","<","parameter","=c","ob","alt",">","\n","0","9","5","\n","</","parameter",">","\n","<","parameter","=l","attice","_or","bit",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.4724,-0.0205,-0.6973,-0.6729,-1.8373,1.1407,0.3561,-0.0109,0.1997,-0.5362,-0.1868],[-3.7674,1.1617,7.6379,14.8529,-0.8785,-1.5724,1.9333,-0.9451,0.133,-0.5726,-0.3902],[-4.1695,-0.59,11.1965,17.9809,-1.5591,0.1352,0.4168,-0.3057,0.2042,-0.7837,-0.1942],[-2.4299,-1.0173,9.7353,16.7458,-2.3626,0.1905,1.5192,-0.851,-0.0569,-0.6192,-0.1426],[-1.5615,-0.9146,10.3849,17.3913,-2.303,0.6483,-0.0687,-0.5134,0.058,-0.7833,0.2325],[-0.7248,-0.5867,14.0862,14.7517,-1.5322,-0.5735,0.295,-0.8004,0.2617,-0.8867,-0.2014],[-4.5547,-1.0336,10.8383,22.0849,-1.6253,-1.4108,1.9944,-0.8761,0.0174,-1.2908,-0.0171],[-5.1006,0.5418,10.558,21.1139,-1.5569,-2.1534,2.3369,-0.2974,0.0094,-0.9192,-0.3479],[-5.3349,0.0359,10.5108,17.0015,-1.4202,-1.3813,0.2409,-0.2112,-0.151,-1.1173,-0.2817],[-1.127,-0.0192,9.5995,15.2676,-2.3681,-1.2034,3.0289,-0.4275,-0.1485,-1.0784,-0.4546],[-1.6964,0.0807,11.0272,16.8509,-2.6405,-1.7501,-2.1372,-0.3866,-0.1122,-1.285,0.3504],[-3.2291,0.9745,9.0723,11.4873,-1.7477,-1.5896,-1.727,-0.427,-0.2369,-0.9888,0.3828],[-3.4226,-1.6404,9.1037,17.4693,-0.9883,-1.7382,-0.2638,-1.1201,-0.1464,-1.3161,-0.1112],[-3.8513,-1.5279,11.6798,22.6026,-2.0061,-1.9243,0.3567,-0.9072,-0.0653,-1.4936,-0.1363],[-2.4688,0.0832,13.5165,20.8129,-3.1471,-0.5617,2.3205,-0.5585,0.2809,-1.1568,-0.3919],[-0.8795,-0.2967,16.641,17.2678,-1.6701,-0.3088,-0.696,-0.4197,0.1313,-1.0756,-0.4566],[-1.6422,-1.3326,14.0508,19.0748,-0.0855,-2.1418,-0.3712,-0.7296,0.2667,-0.945,-0.444],[-2.4549,-1.3791,14.2074,21.0661,-1.1751,-2.49,-1.9955,-1.0352,0.327,-1.2821,-0.4515],[-2.7417,-0.3385,12.9968,20.549,-1.815,-1.5885,0.6688,-1.0845,0.17,-1.6945,-0.375],[-3.6932,-0.5527,11.8163,17.7213,-2.1463,-0.4289,0.388,-0.6335,0.2934,-1.2818,-0.7359],[-2.4007,0.3657,10.904,16.0913,-1.4409,-0.9697,0.3328,-0.5375,-0.0584,-0.6253,-0.7137],[-4.2336,0.0383,8.7299,20.5001,-1.9319,-2.1841,0.1856,-0.7213,0.1805,-1.0788,-0.1254],[-2.7991,-1.3582,10.4759,21.1846,-1.4136,-0.2661,1.244,-0.232,0.1588,-1.0419,-0.3143],[-4.2251,-0.0309,10.1025,17.2763,-1.3945,-0.1994,-0.1745,-0.6833,-0.0368,-1.2519,-0.3028],[-1.5324,-0.5246,10.4546,17.9582,-2.9505,-0.376,2.9062,-0.5624,-0.109,-0.86,-0.5465],[-2.4471,-0.6311,11.4258,19.8597,-3.734,-0.4699,-2.4919,-0.8352,-0.0481,-1.1237,0.0123],[-2.599,-1.0942,11.0146,19.4427,-2.2584,-1.7745,-1.3426,-0.8365,-0.1629,-0.7721,0.0861],[-2.2183,-2.0997,10.9124,20.3563,-3.2381,-1.5436,-0.9065,-1.0659,0.0102,-1.7079,-0.1884],[-2.4795,-1.2441,10.8277,18.7015,-1.4693,-0.4339,-2.0827,-1.2519,-0.1564,-1.6674,0.0839],[-3.5447,-1.4626,11.2573,21.5911,-1.029,-2.8165,0.2462,-0.7404,-0.2424,-1.6069,0.0588],[-3.3189,-1.0993,12.608,20.12,-2.5438,-2.1844,1.6654,-0.3274,-0.2328,-1.4853,-0.0961],[-1.8039,-1.1232,16.5813,16.9819,-1.226,-2.4303,-0.7797,-0.6266,-0.1683,-1.5014,-0.1285],[-4.0253,-0.8738,10.6651,23.1705,-1.9579,-1.9097,1.1356,-0.439,0.1245,-1.4649,-0.4036],[-4.1371,-1.7049,12.1208,19.4455,-2.1231,-0.3944,0.6023,-0.5096,0.3291,-1.5023,-0.7468],[-2.6565,-0.3045,11.0041,16.412,-1.7864,-0.577,0.9081,-0.6327,0.109,-0.7001,-0.7598],[-4.0,0.0726,7.6205,18.8537,-0.5466,-2.257,0.5935,-0.5898,0.3719,-1.0469,-0.2143],[-4.6555,-0.9179,10.7771,21.2779,-1.5856,-1.0571,2.681,-0.1717,0.2872,-1.0835,-0.3917],[-5.1074,0.3739,11.1306,17.9622,-0.7906,-0.3051,-0.36,-0.4096,-0.0249,-0.8645,-0.2212],[-3.7112,-0.3688,10.8391,17.7964,-1.4922,-1.0201,-0.2213,-0.8071,0.0691,-0.6994,-0.384],[-3.9233,0.3822,5.8941,12.7593,-0.4434,-2.0367,2.7092,-1.1837,0.1495,-0.6476,-0.2129],[-4.1145,-1.614,9.1595,17.094,-1.3502,-1.1453,3.6233,-0.1735,0.2022,-1.0394,-0.0834],[-4.4989,-0.4782,7.9936,12.3994,-1.9665,-1.0381,-0.1605,-0.8452,-0.0511,-1.0771,0.0046],[-3.6745,0.0476,8.2283,12.0564,-2.7009,-0.5109,-1.2592,-1.1913,0.0212,-1.4519,0.1187]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=fern>\n<parameter=cobalt>\n095\n</parameter>\n<parameter=lattice_orbit>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=fern>\n<parameter=cobalt>\n095\n</parameter>\n<parameter=lattice_orbit>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=fern>\n<parameter=cobalt>\n095\n</parameter>\n<parameter=lattice_orbit>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=fern>\n<parameter=cobalt>\n095\n</parameter>\n<parameter=lattice_orbit>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0001-renamed-611403","set":"renamed_B","cohort":"valid_call","family":"record_retrieval","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> mosaic {\"sable\": \"birch_710\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please retrieve one record by its exact identifier.\nSearch query or exact record identifier, as requested: \"birch_710\".\nUnrelated archived note: birch_312, reference 035. These are not inputs to this request.","tools":[{"function":{"description":"Retrieve one record by its exact identifier. Inert synthetic operation.","name":"mosaic","parameters":{"additionalProperties":false,"properties":{"quartz":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"sable":{"description":"Search query or exact record identifier, as requested","type":"string"}},"required":["sable"],"type":"object"}},"type":"function"},{"function":{"description":"Find records whose text matches a query. Inert synthetic operation.","name":"velvet","parameters":{"additionalProperties":false,"properties":{"quartz":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"sable":{"description":"Search query or exact record identifier, as requested","type":"string"}},"required":["sable"],"type":"object"}},"type":"function"}],"prompt_tokens":567,"decision":{"rms":0.4124597310173568,"sumsq":174.20495842397213,"hb":[0.01762,-0.0592,-2.05594,0.26119,-1.52313,0.24709,-0.60182],"lse":23.237858495842065,"logits":[14.44,11.527,11.239,11.675,10.19,9.465,6.284,7.496,10.112,10.423,9.627,16.511,11.095,11.906,13.314,9.719,7.949,9.285,11.708,9.685,19.179,9.05,12.698,13.453,12.39,10.82,11.416,9.127,10.324,8.284,9.566,14.338,13.711,7.789,11.49,7.984,9.223,10.911,8.314,11.638,11.786,8.533,7.08,12.314,4.011,5.886,0.302,10.353,5.491,13.975,3.946,7.575,8.631,7.716,7.136,4.803,8.451,13.912,11.186,6.604,6.199,13.328,3.989,6.697,8.256,12.43,5.788,10.503,0.728,17.548,10.009,7.193,9.131,-0.29,7.161,2.024,9.693,5.049,8.273,8.532,9.081,7.809,7.278,7.003,9.405,5.126,6.717,5.313,8.461,13.483,1.391,5.614,14.728,13.029,6.527,6.085,12.642,-3.241,3.941,4.727,6.086,7.943,1.149,7.581,0.87,12.241,9.035,3.374,7.682,9.947,6.327,10.572,4.014,6.403,6.064,10.512,15.44,4.018,6.347,7.243,11.909,9.722,12.536,13.076,12.565,11.475,2.659,9.965,7.4,7.135,2.721,5.911,4.261,6.358,13.001,6.6,5.321,12.537,4.557,8.166,8.36,12.989,12.847,3.779,0.464,8.255,11.17,0.426,15.348,1.814,-1.339,7.58,7.355,8.217,5.617,8.815,6.023,8.162,7.591,9.552,8.317,5.352,8.385,-1.394,6.885,4.142,8.6,5.386,-5.969,8.762,11.348,10.661,12.147,6.06,8.111,6.679,7.615,6.592,12.271,7.627,6.624,4.271,6.141,4.082,6.469,15.741,3.763,10.265,-2.134,9.537,9.194,3.353,10.956,11.299,7.341,3.573,8.042,11.107,8.678,3.093,6.504,13.913,7.838,4.105,12.673,7.237,9.571,6.838,5.578,10.324,2.269,10.392,13.48,3.185,7.411,6.655,-5.818,0.903,5.13,3.491,7.574,9.933,7.845,4.586,-0.911,4.138,7.354,4.956,1.968,4.072,9.345,-2.462,3.451,9.165,7.475,12.579,3.275,9.39,7.415,8.265,6.069,5.099,2.614,2.736,4.452,10.796,-0.169,-5.269,7.659,8.322,0.223,10.484,9.038,8.193,3.841,-2.181,11.604,11.478,7.962,10.6,8.302,8.383,4.667,2.219,4.027,5.43,1.081,9.494,4.373,14.818,0.719,6.449,-0.085,-0.077,0.485,7.823,6.833,5.623,7.554,0.359,10.196,8.369,1.367,5.87,3.274,6.946,-0.817,8.106,11.654,11.098,7.809,5.495,10.407,7.53,7.627,10.161,9.29,11.772,12.985,8.112,9.361,5.806,5.845,8.673,6.051,5.889,7.773,10.203,2.928,9.807,6.435,4.511,12.526,2.825,-0.376,-0.404,8.188,6.725,-3.468,-0.005,5.573,9.442,7.055,8.315,11.091,10.244,-2.522,-4.218,7.77,7.942,13.995,7.666,1.214,9.697,12.831,7.599,9.465,1.967,2.441,5.234,-1.951,11.885,12.24,11.518,10.828,3.907,8.504,4.194,6.915,2.934,10.89,4.554,-1.782,6.345,9.197,12.616,5.926,11.557,10.788,8.719,0.977,4.198,0.47,0.519,11.948,10.684,11.862,5.173,3.7,5.215,7.595,10.742,0.683,4.91,9.601,5.388,4.592,9.407,8.157,11.621,5.62,-4.818,13.444,2.774,7.81,3.856,2.122,1.935,8.081,11.505,3.025,10.733,5.271,10.706,-0.842,8.86,6.466,3.456,2.241,2.439,3.349,-2.212,5.511,1.296,10.479,-0.02,8.23,11.884,-4.077,4.091,9.773,8.244,-0.136,4.47,7.705,9.035,-2.463,12.871,5.74,8.777,6.795,10.639,3.721,6.749,5.967,10.022,4.381,0.467,12.121,-1.027,13.378,9.217,4.484,5.56,2.437,5.099,6.682,6.834,11.465,11.783,8.269,7.567,6.985,5.435,2.333,5.87,9.835,0.452,10.246,2.513,6.911,-1.028,9.176,-2.739,6.126,2.876,8.659,5.405,8.211,-0.175,2.319,9.076,9.653,7.275,9.909,2.24,0.534,2.348,8.639,7.341,6.33,11.82,5.847,0.301,3.757,2.54,1.39,7.757,5.571,2.504,8.659,4.811,9.644,-0.483,7.113,9.613,-0.426,7.297,16.733,9.721,5.435,5.718,7.295,8.834,5.285,5.654,11.217,0.497,7.405,2.105,5.2,1.055,4.45,5.396,0.486,3.683,-1.49,3.82,8.622,12.913,1.306,9.736,0.05,3.082,8.197,4.892,7.619,12.321,4.747,6.649,7.608,2.237,1.548,-1.077,5.508,7.841,0.161,-1.634,0.919,5.385,5.471,6.208,3.495,5.491,4.495,4.766,7.506,3.332,5.395,7.211,4.179,0.967,2.503,10.287,2.637,5.251,9.581,7.343,5.029,6.66,3.544,5.352,-0.162,2.38,6.609,9.794,5.088,10.566,2.966,8.144,8.305,4.794,-0.002,1.652,7.642,9.774,6.448,0.332,8.306,3.377,0.558,4.499,4.696,8.554,1.794,5.789,-3.035,5.321,7.898,1.027,1.786,6.253,9.45,-0.274,3.224,0.889,6.214,-0.276,10.75,0.443,11.187,8.398,-3.294,5.351,8.815,-1.707,3.626,3.748,6.178,12.601,2.04,6.778,9.406,3.747,12.02,9.989,-0.62,0.191,-2.638,0.119,8.078,10.031,8.261,6.9,-1.6,7.381,2.908,8.395,4.754,6.348,10.933,7.288,3.825,2.509,6.28,11.457,3.932,8.631,-3.106,4.511,5.292,2.881,3.506,3.332,7.508,11.724,6.851,1.36,1.756,5.168,9.342,1.233,4.732,8.681,6.266,7.289,7.101,-1.047,4.995,1.32,-1.273,2.619,8.433,7.128,-2.249,1.72,-1.19,10.996,-2.606,4.606,7.243,6.471,8.97,8.476,2.012,5.777,7.119,-1.084,6.736,10.489,-4.548,0.418,1.229,6.484,-0.482,5.993,8.725,7.195,0.856,2.983,3.156,2.415,7.197,11.751,1.396,1.538,-0.387,9.731,3.932,7.791,3.873,5.239,9.495,6.048,3.647,6.093,-0.323,3.099,6.857,2.095,5.201,1.968,1.502,-0.494,13.375,-0.996,4.856,3.65,-0.463,5.873,7.622,-1.878,6.408,10.532,1.36,1.226,5.467,5.583,5.59,3.859,5.731,1.66,3.339,1.585,2.98,7.457,-0.304,7.668,9.095,5.143,4.364,0.247,3.642,3.76,0.505,8.691,7.547,2.193,12.497,0.448,3.986,5.56,6.227,3.655,7.713,3.766,1.048,2.668,6.906,1.441,-1.598,8.454,-0.684,0.65,6.119,2.133,-3.136,2.333,6.345,2.049,2.78,-3.246,2.73,8.319,6.681,4.542,0.304,1.797,0.482,3.036,-0.375,-3.662,8.551,6.754,1.006,-0.995,2.598,5.822,1.564,6.674,11.33,-3.776,5.323,4.831,4.546,4.845,7.701,-0.958,5.155,1.973,9.951,-2.312,-0.537,5.836,1.435,-0.929,-3.02,-1.107,2.991,-0.155,1.969,5.755,-0.035,6.526,4.812,2.602,-0.764,-0.893,-0.879,3.071,2.484,1.082,4.646,0.484,5.373,1.009,6.21,2.102,-0.221,0.759,0.429,3.312,1.248,5.218,3.527,3.943,-0.701,3.348,-0.006,2.554,1.719,-3.459,2.785,2.309,1.492,1.419,2.411,0.482,0.798,11.327,9.306,2.199,2.615,3.549,2.334,5.319,-0.856,-0.091,1.964,2.228,-1.992,-0.635,-0.637,-4.892,5.682,-1.275,1.781,-0.035,2.886,-1.01,0.194,3.574,-0.16,-1.465,0.597,1.184,1.181,0.078,0.194,0.149,3.234,1.206,-0.337,1.838,0.623,0.271,1.931,3.116,0.256,0.231,-2.297,1.091,-0.978,0.759,1.223,2.707,5.135,1.32,-3.052,-2.611,5.039,4.041,0.182,0.938,3.278,3.955,1.073,-1.881,1.652,-1.749,0.208,4.64,-0.005,2.517,1.956,6.56,1.911,3.727,3.317,4.456,-0.045,4.526,-1.716,1.856,0.909,1.69,5.328,2.618,1.176,2.939,-2.862,-1.549,3.98,1.033,0.68,1.89,2.026,4.142,-0.703,5.89,0.271,3.673,1.874,2.87,1.463,-0.701,3.301,1.947,0.724,3.708,-2.33,-1.085,1.728,5.025,0.405,4.307,0.454,2.134,1.762,-0.819,4.827,4.985,4.355,0.984,-0.258,2.207,-2.823,-0.734,-0.879,-3.895,2.115,-1.706,1.325,-1.164,1.485,-0.52,0.846,6.139,4.378,-0.332,2.899,2.687,-0.258,0.013,1.807,3.77,1.276,-0.298,5.276,0.241,2.152,3.242,5.33,0.574,3.557,-2.373,2.151,-0.51,-1.168,-0.019,-3.298,-0.606,4.188,2.657,0.842,4.077,3.607,2.505,0.483,2.702,2.438,1.459,4.267,0.837,4.214,3.783,-1.201,-1.85,-1.381,2.58,-1.121,-0.594,0.666,-0.383,0.857,-3.748,2.44,1.666,-0.662,-1.513,2.369,3.819,-0.052,4.151,3.971,2.413,-4.08,10.557,23.206,11.637,13.662,12.145,16.376,14.087],"base_top":[[248058,23.206],[40,19.179],[760,17.548],[27775,16.733],[27,16.511],[248068,16.376],[3928,15.741],[1919,15.44],[2665,15.348],[8160,14.818]]},"positions":{"tokens":[248058,198,27,1628,28,8367,59315,29,198,27,15704,13744,470,29,198,42404,329,62,22,16,15,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","mos","aic",">","\n","<","parameter","=s","able",">","\n","bir","ch","_","7","1","0","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.0099,-0.204,-0.0736,-1.3105,-1.0606,0.697,-0.9757,-0.1074,0.0264,-0.6293,-0.1168],[-4.4637,0.4214,8.1643,15.1251,-1.0319,-1.4174,1.4413,-0.8402,0.1148,-0.6381,-0.383],[-4.2272,-0.7648,11.7004,18.4148,-2.1781,-0.0745,-1.1867,-0.3074,0.0009,-0.8495,-0.1727],[-1.6687,-1.0532,10.5271,16.1571,-2.9975,-0.561,0.6575,-0.9346,-0.0507,-0.5034,-0.0679],[-0.943,-1.511,11.0295,16.7362,-2.8262,-0.7194,-2.7286,-0.6844,0.0325,-0.78,0.2755],[-0.4394,-2.1805,13.965,15.9961,-1.6825,-0.7421,-2.3728,-0.9578,0.1663,-1.1544,-0.3153],[-3.7542,-1.7035,10.5229,17.9993,-1.239,0.3697,-1.1017,-1.35,0.0878,-1.0354,0.4472],[-4.9884,-0.7582,10.8932,21.346,-0.4976,-1.5445,-0.1029,-0.9738,-0.02,-1.2557,0.0457],[-5.7682,0.1466,11.8537,22.3255,-0.8383,-2.141,0.9852,-0.5609,0.2256,-1.0796,-0.4374],[-5.7419,-0.065,12.3716,18.5432,-1.3108,-0.986,-0.7865,-0.4978,0.0236,-1.4205,-0.3304],[-1.232,-0.8165,11.7924,18.3821,-2.2416,-1.0679,1.9464,-0.7562,0.086,-1.1737,-0.4833],[-2.0526,-1.6373,12.914,20.1801,-2.1317,-0.8284,-2.7026,-0.9141,0.2154,-1.3891,0.0236],[-1.5053,0.3281,11.6902,17.0111,-0.9239,-2.9523,-1.4371,-1.1548,0.0587,-0.9791,-0.3557],[-4.6028,-2.0468,12.7921,22.0491,-1.3701,-2.6945,-0.6726,-0.9084,-0.034,-1.5794,-0.0133],[-4.3488,-1.9783,16.5324,20.01,-3.4162,-1.8775,0.5716,0.0299,0.143,-1.14,-0.2582],[-2.3777,-2.1934,20.8117,15.8652,-1.8826,-1.8698,-2.7844,-0.229,-0.0334,-1.2211,-0.1733],[-4.1732,-1.3907,13.0403,19.9177,-1.7011,0.1596,1.4069,-0.7574,0.0771,-1.3106,0.3076],[-4.2836,-0.2483,12.8765,21.7725,-1.7108,0.4884,0.6861,-1.3669,0.1698,-1.7516,-0.0909],[-2.8718,-1.1451,15.9021,20.1917,-1.6492,0.1543,-1.1402,-0.718,0.0891,-1.5968,-0.5159],[-3.2583,-1.8874,14.2348,21.6564,-0.8191,-0.4477,-1.5725,-1.0446,0.0789,-1.897,-0.5803],[-3.3943,-0.8256,13.7873,22.8688,-0.5977,-1.1609,-0.8047,-1.403,0.1168,-1.5275,-0.3137],[-4.4788,-2.052,12.6382,21.254,-0.1682,-2.0229,-0.6526,-0.6428,0.2777,-1.5559,-0.1932],[-4.3891,-1.3301,12.3944,18.8002,-1.5787,-0.9131,0.2216,-0.5686,0.291,-1.3222,-0.6907],[-3.3696,0.2738,11.2291,17.4401,-1.4413,-0.9039,0.6715,-0.3778,-0.0176,-0.6182,-0.716],[-3.9063,-0.1519,9.8882,21.0349,-0.928,-2.3378,0.2143,-0.9216,0.3159,-1.4343,-0.1464],[-2.8296,-1.2649,10.9136,19.7877,-0.2944,-0.7637,1.1685,-0.2671,0.2823,-1.277,-0.37],[-3.8433,0.3623,10.5981,16.5563,-0.6867,-0.8738,-1.0131,-0.6869,-0.0892,-1.3136,-0.4937],[-4.1635,0.0934,10.3277,17.1648,-2.0947,-0.6631,-1.2568,-0.8137,0.0275,-1.2616,-0.4425],[-4.8087,-0.1779,7.3962,14.8026,-0.743,-1.7632,1.5572,-1.2699,0.2073,-0.9888,-0.2322],[-3.8793,-2.1353,10.7109,17.9468,-0.6799,-0.5406,2.1286,0.2011,0.2816,-0.8113,-0.359],[-3.9445,-0.6157,8.7535,12.7648,-1.7152,-1.6946,-0.8385,-0.8602,-0.0708,-1.2591,0.206],[-3.1575,-0.4701,8.434,12.6554,-1.7486,-0.6537,-1.3513,-1.2486,-0.0449,-1.4705,-0.0641]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=mosaic>\n<parameter=sable>\nbirch_710\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=mosaic>\n<parameter=sable>\nbirch_710\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=mosaic>\n<parameter=sable>\nbirch_710\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=mosaic>\n<parameter=sable>\nbirch_710\n</parameter>\n</function>\n</tool_call>","n_tokens":32,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0270-renamed-611403","set":"renamed_B","cohort":"no_tool","family":"clock_shift","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_732, reference 028. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to move a synthetic clock forward by minutes. Do not access or change stored data.\nClock identifier: \"040\". Number of minutes: 54.","tools":[{"function":{"description":"Move a synthetic clock backward by minutes. Inert synthetic operation.","name":"lattice","parameters":{"additionalProperties":false,"properties":{"parcel":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"sable":{"description":"Number of minutes","type":"integer"},"zinc_quartz":{"description":"Clock identifier","type":"string"}},"required":["zinc_quartz","sable"],"type":"object"}},"type":"function"},{"function":{"description":"Move a synthetic clock forward by minutes. Inert synthetic operation.","name":"ripple","parameters":{"additionalProperties":false,"properties":{"parcel":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"sable":{"description":"Number of minutes","type":"integer"},"zinc_quartz":{"description":"Clock identifier","type":"string"}},"required":["zinc_quartz","sable"],"type":"object"}},"type":"function"}],"prompt_tokens":622,"decision":{"rms":0.3711918746575086,"sumsq":141.08918559923768,"hb":[-0.0635,-0.03596,-1.32786,-0.13483,-0.88753,0.29204,-0.17823],"lse":21.714657525674063,"logits":[14.613,14.246,14.904,13.242,12.595,11.979,9.703,11.256,11.369,11.913,10.499,14.751,14.705,11.013,14.175,11.375,9.734,11.445,10.102,11.775,19.448,11.819,13.766,15.785,13.23,12.515,12.045,10.077,13.038,9.161,8.799,13.227,14.832,10.103,11.294,11.423,9.601,12.002,9.954,11.354,13.03,8.533,8.201,11.675,5.37,6.33,4.581,10.992,6.015,15.15,5.293,6.848,7.704,7.504,7.944,6.237,9.596,10.457,12.204,5.938,6.86,15.535,1.928,6.719,7.522,11.23,5.128,12.143,0.254,17.697,10.57,8.601,9.285,0.235,13.668,3.011,9.373,6.76,11.059,12.373,10.263,8.097,9.113,9.267,11.469,8.014,6.422,4.661,11.137,11.5,-0.59,7.037,19.377,9.064,8.626,7.173,14.553,-4.083,1.383,4.874,9.691,8.967,1.25,10.757,1.983,14.282,12.14,3.295,7.647,11.831,5.727,9.386,7.683,6.743,8.536,12.566,16.95,7.684,9.809,11.346,14.49,12.662,14.574,15.506,16.025,12.373,3.196,10.885,9.404,8.929,2.332,10.209,3.834,8.735,8.512,9.137,5.769,14.957,4.441,10.161,7.743,16.476,14.268,6.026,0.752,7.98,13.964,-1.737,17.677,2.202,-3.007,11.676,7.155,8.356,4.72,12.221,8.43,7.405,10.064,9.504,9.859,5.005,10.465,-1.359,9.183,3.828,10.483,7.89,-6.093,10.664,12.784,12.916,15.263,7.322,8.233,6.731,9.708,7.787,13.479,7.466,7.301,6.506,7.149,2.836,8.995,16.42,8.207,11.298,-0.412,11.491,11.083,3.88,15.018,10.257,7.513,6.825,10.443,14.597,8.777,2.811,9.124,11.693,7.344,1.972,12.32,10.77,13.335,9.082,4.386,11.782,2.767,14.533,14.654,2.541,7.815,5.252,-3.114,4.361,2.263,3.499,11.501,7.153,10.132,2.286,-0.643,7.466,8.185,4.949,0.967,5.026,11.391,-0.727,1.509,8.187,11.123,9.275,5.303,12.53,8.355,10.194,5.703,2.882,3.51,4.618,6.027,11.892,-1.361,-1.411,10.394,10.011,0.84,9.955,10.408,11.279,6.229,-1.178,11.35,11.83,7.883,12.943,9.57,12.219,6.049,0.929,4.588,9.661,4.976,11.485,5.679,15.4,0.02,4.095,-0.396,2.925,1.017,10.173,10.811,7.343,9.556,1.73,14.343,9.916,0.312,7.215,8.103,9.289,-2.567,10.069,11.918,12.607,8.734,5.701,13.408,9.962,16.438,8.277,10.034,12.319,14.062,9.105,13.527,8.524,5.387,9.811,7.392,6.431,11.57,12.023,-0.087,9.512,9.238,6.174,14.585,5.55,3.813,2.638,9.49,8.076,-2.989,0.269,3.924,9.488,9.129,7.957,9.435,11.689,-2.315,-2.535,9.695,9.906,16.412,7.702,2.939,13.564,12.717,4.345,9.917,0.995,3.573,6.939,-1.031,10.096,13.017,11.57,9.421,6.946,9.988,5.695,7.343,4.984,12.459,4.471,-1.116,2.535,6.415,12.927,7.642,12.759,8.854,8.912,0.253,6.934,-0.327,0.246,13.286,11.437,11.047,6.068,2.887,3.667,11.596,10.725,0.367,6.655,10.993,4.313,6.37,12.144,9.831,16.302,4.102,-1.355,14.605,3.98,7.806,5.536,2.222,3.954,8.528,11.978,3.489,12.288,6.02,13.256,-1.463,13.13,8.845,6.927,2.056,2.81,5.993,-3.145,6.203,4.25,11.755,1.097,9.694,11.562,-1.901,2.96,10.588,8.763,4.264,4.86,10.124,9.727,-1.158,9.415,8.269,10.629,7.295,9.786,2.716,6.465,6.198,9.339,3.345,0.482,12.996,-1.645,12.632,8.371,3.318,7.27,-0.322,6.881,7.926,7.131,12.326,14.327,9.44,8.269,6.819,5.868,1.229,7.447,10.658,2.684,11.828,0.934,8.687,1.863,12.368,-0.985,1.884,1.456,10.358,5.621,9.302,-0.045,1.304,13.39,9.955,7.913,9.563,2.055,0.688,2.149,7.6,8.289,8.702,13.822,9.424,-1.175,2.69,0.634,2.757,7.585,7.696,2.22,11.081,6.894,11.049,-0.44,8.887,12.011,0.109,9.133,16.106,10.813,7.501,14.187,7.297,9.31,8.08,7.723,12.227,1.376,9.851,2.264,7.044,3.753,5.475,8.638,-0.355,6.731,-0.288,6.9,12.221,13.608,5.213,11.243,1.479,3.101,11.63,1.943,9.209,14.586,7.874,6.948,10.423,0.465,1.851,-2.564,8.772,8.467,2.312,-1.784,3.017,7.481,5.762,8.165,5.935,3.506,4.858,7.572,7.449,1.746,8.243,7.917,6.915,3.678,-0.697,11.345,-0.565,6.714,12.651,10.83,5.302,4.994,-0.091,6.52,-1.197,0.373,7.7,17.852,5.766,12.951,3.495,8.755,9.711,2.467,-1.175,3.138,9.498,11.599,6.94,4.686,12.469,3.128,-0.748,5.543,8.675,11.254,2.357,5.628,-1.982,7.854,6.186,1.363,1.29,7.063,11.526,1.389,5.331,1.601,6.938,0.447,8.955,1.084,12.71,10.639,-1.345,4.91,9.53,-0.542,4.138,0.663,8.671,13.174,2.671,9.957,8.824,4.277,11.502,10.755,2.359,-3.718,-2.223,0.585,11.213,12.383,8.746,9.96,0.07,4.926,2.958,8.734,6.764,7.874,10.43,6.882,6.939,2.458,6.518,11.682,7.52,10.298,-1.169,3.243,4.329,3.067,1.995,4.575,8.068,13.263,9.125,0.456,0.509,9.039,10.434,2.881,6.351,9.849,6.026,8.713,6.974,-4.239,9.072,4.705,0.769,5.314,11.2,10.657,-0.098,0.793,1.821,12.696,-1.529,5.886,10.533,6.978,8.374,11.247,0.813,4.632,7.703,1.006,7.112,14.132,-3.019,-0.323,4.916,7.343,1.082,7.459,7.915,4.182,-0.286,1.785,4.244,1.851,7.698,10.328,1.379,0.554,-0.35,10.427,7.322,9.982,6.964,12.591,15.282,9.031,3.449,8.056,0.903,3.312,9.49,0.28,9.312,5.723,2.623,-0.007,12.18,-1.299,8.479,3.981,1.338,5.403,10.427,0.561,9.747,12.429,1.627,1.885,9.059,5.978,1.823,4.172,5.184,2.127,5.603,1.919,3.142,10.405,0.005,10.33,8.526,4.413,6.883,0.655,3.42,6.351,5.332,8.656,10.623,1.071,11.913,2.726,3.926,7.259,7.264,1.972,9.04,-0.253,3.204,3.376,8.796,1.289,-1.035,11.667,1.893,1.296,8.188,0.586,-3.191,2.042,8.83,2.049,3.471,-1.425,2.29,10.296,7.812,2.094,0.49,1.57,-2.871,1.744,-0.416,-3.734,5.973,10.992,1.109,-1.657,5.413,7.317,1.222,8.752,12.495,-2.575,6.484,7.514,4.878,7.27,10.138,-3.724,4.434,0.853,10.502,1.664,-0.302,5.684,1.677,-0.053,-2.492,-0.531,1.151,4.208,3.915,4.928,0.382,6.646,3.948,1.279,-2.123,-1.989,-0.13,-0.794,3.678,1.224,4.891,1.134,4.145,2.464,7.204,2.735,-2.17,-0.306,0.354,2.18,2.248,5.745,1.885,3.77,-1.676,5.039,1.039,2.853,0.599,-3.879,2.023,4.784,0.136,-1.014,1.864,-0.863,3.578,9.659,8.587,3.178,2.403,2.314,4.502,4.493,0.143,-0.18,3.235,2.164,0.516,1.468,3.233,-3.73,2.79,1.448,3.271,-0.306,1.045,-1.395,-1.598,2.207,-0.22,-1.548,0.559,2.593,2.87,-0.672,-0.751,-1.995,0.428,0.225,0.654,2.219,3.459,1.404,4.789,4.179,2.739,-1.99,0.259,-0.957,2.492,0.299,1.417,2.555,3.352,2.635,0.744,-2.351,5.092,3.961,2.708,2.577,2.398,5.089,1.184,0.328,-0.09,-1.449,-1.13,3.735,0.822,3.077,0.469,4.296,1.837,2.417,3.536,3.272,0.202,5.169,-3.496,1.407,1.427,-0.617,0.537,0.374,0.835,2.405,-3.337,-4.06,2.196,1.65,0.981,1.425,1.43,4.584,-0.199,3.923,-0.376,2.674,0.209,2.925,0.593,-1.279,6.053,-0.071,1.957,4.359,-1.671,-0.336,2.632,4.945,4.068,0.556,0.744,1.399,-0.553,1.729,3.862,-0.195,5.434,0.923,0.891,2.117,-1.609,-1.31,-1.408,-2.491,4.672,-0.893,2.059,0.845,0.625,-1.192,1.883,2.123,4.584,-2.592,1.922,2.89,-0.554,0.426,-0.718,4.033,-0.906,-0.272,6.878,0.886,2.269,2.591,6.211,-0.297,2.859,-1.622,2.76,-0.038,0.536,0.551,-1.194,-0.794,4.664,3.717,0.049,2.762,1.967,4.722,0.427,2.537,3.177,1.878,5.978,0.013,1.988,3.047,-0.563,0.792,-2.443,1.199,-1.401,-1.674,-0.221,1.079,3.472,-2.69,1.317,3.189,-1.018,1.206,4.088,2.928,1.037,1.512,3.19,2.362,-3.621,8.655,21.242,7.47,8.852,8.921,16.342,11.042],"base_top":[[248058,21.242],[40,19.448],[1206,19.377],[38416,17.852],[760,17.697],[2665,17.677],[1919,16.95],[2523,16.476],[9568,16.438],[3928,16.42]]},"positions":{"tokens":[248058,198,27,1628,39287,30748,29,198,27,15704,79724,2747,10953,20932,29,198,15,19,15,198,510,15704,29,198,27,15704,13744,470,29,198,20,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=l","attice",">","\n","<","parameter","=z","inc","_qu","artz",">","\n","0","4","0","\n","</","parameter",">","\n","<","parameter","=s","able",">","\n","5","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.7389,-1.7751,-0.7563,0.1354,-2.4073,1.45,1.5523,-0.0564,0.0289,-0.6649,-0.0315],[-4.2102,0.1817,7.5552,14.7619,-1.1796,-1.636,1.1751,-0.7606,0.0815,-0.6318,-0.282],[-4.0178,-1.3924,10.9971,18.0586,-1.8891,0.1057,0.2826,-0.3046,0.1226,-0.7831,-0.2422],[-2.4719,-0.8536,10.5092,18.265,-2.3361,0.2463,0.2487,-0.8789,0.0131,-0.5408,-0.1124],[-1.537,-1.4025,10.4533,18.5771,-3.4702,0.1617,-1.4049,-0.6638,0.0558,-0.8513,0.2916],[-2.672,-1.9927,11.1594,18.024,-2.173,-1.4396,-0.1815,-0.6542,-0.0243,-0.581,0.185],[-3.7002,-1.5477,9.8098,19.0987,-1.8575,-0.4335,1.1415,-0.7816,0.1407,-0.9615,0.0635],[-4.7015,-1.1148,10.4519,21.0488,-1.5055,-1.9549,2.9907,-0.5483,0.1407,-0.9705,-0.2027],[-4.8751,-0.3857,11.7833,17.5819,-1.7032,-1.3615,0.0363,-0.4583,-0.1415,-1.2043,-0.1422],[-1.1672,-0.8482,11.1951,18.1545,-3.3879,-0.9477,2.2056,-0.889,-0.0445,-1.1037,-0.2649],[-1.7773,-1.1737,11.3022,19.4046,-3.1971,-1.0016,-0.8809,-0.9222,0.193,-1.274,0.2248],[-2.2679,-1.7163,10.8653,17.9259,-1.1196,-2.6931,-0.7968,-1.1629,-0.0616,-0.815,0.2531],[-2.4161,-3.0693,11.414,20.4232,-2.755,-1.07,-0.5284,-1.5452,0.1982,-1.7859,-0.1855],[-3.1515,-2.0933,10.8439,17.1636,-1.7314,-0.3604,-0.5129,-1.0133,-0.1198,-1.1655,-0.1997],[-4.21,-2.2233,10.9418,21.9764,-2.0106,-2.4212,0.6652,-0.9068,-0.0217,-1.9183,-0.1352],[-3.3976,-1.4054,13.572,20.8198,-3.4746,-1.6024,2.1889,-0.4112,0.2232,-1.2433,-0.3704],[-1.9777,-1.9546,17.3156,17.7586,-2.7445,-1.287,-0.7888,-0.3429,0.1728,-1.0496,-0.4442],[-1.9742,-2.0271,14.973,21.4198,-0.3108,-1.2366,-0.3307,-1.0021,0.2963,-1.4398,-0.4882],[-3.0763,-1.2908,12.8593,22.2159,-0.7087,-1.7939,-0.3273,-1.2115,0.0596,-1.5049,-0.3705],[-4.1316,-1.584,12.2182,21.4106,-1.3624,-2.415,1.8812,-0.8337,0.307,-1.3922,-0.2462],[-4.3901,-1.686,12.814,19.7485,-2.3139,-1.4423,0.8758,-0.6498,0.2508,-1.3095,-0.4385],[-2.9673,-0.2265,10.8421,16.2883,-1.6682,-1.1523,0.8886,-0.4179,0.0395,-0.6999,-0.5432],[-4.3596,0.0929,10.3769,21.5241,-1.0243,-2.585,1.5458,-1.0209,0.416,-1.1501,-0.2363],[-3.2603,-1.9503,11.7837,21.7055,-2.4276,-0.3961,3.5134,-0.3942,0.3947,-1.0822,-0.0911],[-3.9721,-0.7643,11.3406,18.4915,-1.8787,-0.8678,0.7029,-0.3517,-0.0322,-1.0216,-0.2451],[-1.3398,-1.3739,12.2614,18.504,-2.8256,-1.6557,2.6295,-0.5756,0.0767,-0.8412,-0.1753],[-2.3207,-1.4497,12.1005,19.169,-1.9632,-1.132,-1.1603,-0.8788,0.2214,-1.2673,0.1469],[-1.0072,-0.1761,11.0232,16.6438,-0.8963,-3.208,-0.4945,-1.1446,0.1323,-0.7232,-0.2441],[-3.8478,-1.6684,10.8511,21.9599,-2.534,-2.6959,1.3736,-0.9706,0.1533,-1.0712,-0.2132],[-3.2733,-1.3176,13.918,21.3236,-3.3953,-2.2112,2.4675,-0.6663,0.2289,-0.9851,-0.572],[-1.7397,-2.0165,18.3381,19.1976,-2.0499,-1.6906,-0.4288,-0.5015,0.0687,-1.03,-0.3229],[-2.0752,-1.8634,12.6796,20.9369,0.3903,-2.0112,0.0729,-0.7383,0.0116,-1.199,-0.4163],[-4.2357,-1.837,11.5517,21.6541,-1.3405,-1.6656,1.1967,-0.516,-0.0887,-1.2507,-0.1174],[-4.2409,-2.3076,12.6051,19.716,-2.3226,-1.3028,0.8256,-0.6613,0.1831,-1.2872,-0.6091],[-3.079,-0.161,12.0237,18.1582,-1.9112,-0.7856,0.7778,-0.6226,0.1015,-0.729,-0.6125],[-3.2866,-0.4111,8.9819,20.2693,-0.8287,-2.4873,-0.0567,-0.9976,0.2087,-1.3439,-0.129],[-3.2626,-2.3952,10.168,21.1158,-2.1321,-1.0662,2.4306,-0.4832,0.0436,-1.3152,-0.2382],[-3.7009,-0.645,9.8915,16.6274,-1.735,-0.6468,0.1763,-0.7634,-0.1282,-1.2001,-0.3848],[-3.3343,-0.5786,10.8497,17.6455,-2.0531,-0.4965,-0.9289,-0.9544,0.1305,-1.1184,-0.3972],[-4.2928,-0.6241,6.1488,13.4408,-0.4548,-1.7611,1.946,-1.2519,0.2045,-0.792,-0.0434],[-3.897,-3.5415,9.4539,17.8115,-1.6383,-1.32,4.2356,-0.1496,0.2924,-1.1243,-0.0718],[-4.0493,0.0725,8.1687,11.9975,-1.7678,-1.3095,-0.1549,-0.8234,-0.1233,-1.2631,0.1501],[-3.1827,-0.2393,9.6941,13.5844,-2.0735,-0.9151,-1.3635,-1.0536,-0.0578,-1.6455,0.1464]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=lattice>\n<parameter=zinc_quartz>\n040\n</parameter>\n<parameter=sable>\n54\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0208-renamed-611403","set":"renamed_B","cohort":"valid_call","family":"set_membership","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> meadow {\"lumen\": \"maple_804\", \"plum\": \"spruce_417\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: return members in either set.\nSecond set identifier: \"spruce_417\". First set identifier: \"maple_804\".\nUnrelated archived note: maple_274, reference 084. These are not inputs to this request.","tools":[{"function":{"description":"Return members in either set. Inert synthetic operation.","name":"meadow","parameters":{"additionalProperties":false,"properties":{"lumen":{"description":"First set identifier","type":"string"},"mosaic":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"plum":{"description":"Second set identifier","type":"string"}},"required":["lumen","plum"],"type":"object"}},"type":"function"},{"function":{"description":"Return members common to both sets. Inert synthetic operation.","name":"parcel","parameters":{"additionalProperties":false,"properties":{"lumen":{"description":"First set identifier","type":"string"},"mosaic":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"plum":{"description":"Second set identifier","type":"string"}},"required":["lumen","plum"],"type":"object"}},"type":"function"}],"prompt_tokens":603,"decision":{"rms":0.40351167287136375,"sumsq":166.7283662268892,"hb":[0.00357,-0.03409,-2.06937,0.10754,-1.53509,0.20971,-0.75736],"lse":23.509062966100046,"logits":[13.08,13.786,10.909,11.282,12.248,10.398,7.62,8.182,10.939,11.097,11.026,16.325,11.773,10.484,13.543,10.437,8.246,9.73,11.502,10.05,19.698,10.806,13.017,13.482,12.712,12.622,11.816,9.936,11.701,8.868,10.182,14.103,15.169,8.694,12.714,10.453,10.629,11.544,10.728,12.634,11.937,9.791,8.779,14.287,4.489,7.135,0.449,12.006,6.519,13.915,5.166,7.972,10.204,9.61,8.733,5.375,10.476,13.876,11.239,7.441,8.77,14.355,4.237,8.417,9.552,12.469,9.582,9.188,1.217,18.46,8.429,7.228,8.671,-1.4,6.944,3.859,11.095,6.62,8.074,9.547,8.354,9.561,8.329,8.037,9.94,5.585,7.789,6.776,9.303,13.057,2.441,5.004,15.791,12.118,5.679,6.078,12.985,-2.694,5.841,5.964,7.19,7.727,0.635,7.793,1.113,13.929,9.897,4.794,9.393,9.691,7.611,10.59,5.636,6.33,6.059,10.64,16.511,5.082,6.674,7.83,12.295,10.495,12.213,13.561,13.638,11.224,3.563,10.548,7.692,8.469,2.852,7.578,4.564,6.906,11.498,7.047,4.821,13.582,6.029,8.342,9.846,14.378,12.481,4.829,0.561,8.045,12.182,1.097,15.0,2.175,-1.499,9.216,7.719,7.563,5.227,9.698,7.372,10.106,8.59,9.691,8.998,5.25,8.671,-0.555,7.713,3.699,8.146,5.207,-5.133,9.993,12.029,11.445,12.951,5.691,9.28,6.5,6.635,6.352,11.403,8.212,7.03,5.218,5.476,3.943,7.562,16.265,4.692,11.119,-2.877,10.466,10.423,5.822,12.232,12.434,5.677,3.934,8.653,11.553,9.839,3.717,6.445,14.628,6.231,4.572,13.067,7.905,9.994,8.065,5.877,12.453,3.114,10.889,14.207,4.017,10.674,8.072,-5.23,0.64,7.469,3.943,7.629,8.216,6.909,5.52,0.96,4.076,7.051,4.924,1.019,4.252,10.427,-1.225,3.326,5.319,7.915,10.781,3.538,12.34,7.808,10.626,8.171,6.338,3.425,3.467,5.967,12.702,0.061,-4.508,7.264,8.613,0.41,11.283,9.477,9.999,5.405,-2.918,11.897,11.843,8.838,11.488,8.795,10.216,5.093,2.193,4.979,6.189,2.222,10.449,5.683,15.953,1.263,6.687,1.851,2.136,3.062,7.026,8.833,6.303,7.727,0.176,10.196,8.508,0.613,7.692,4.621,6.918,0.886,7.908,11.915,13.426,8.227,6.922,10.518,6.716,8.045,10.011,8.134,11.749,14.7,7.97,10.231,5.59,5.832,8.909,7.101,5.247,7.64,9.909,2.069,11.691,6.129,4.626,13.368,3.639,0.195,-0.58,8.374,7.031,-3.618,-1.733,5.979,9.712,7.85,8.495,10.14,10.047,-3.564,-2.383,6.898,9.058,15.222,7.83,1.337,10.797,12.698,7.942,10.213,3.301,3.523,5.56,0.065,12.631,11.408,12.249,10.509,4.313,8.419,4.321,7.349,2.854,10.575,4.913,-1.779,5.431,10.455,12.634,7.317,11.143,10.611,8.854,2.385,4.532,-0.183,1.316,12.278,9.599,12.558,6.409,4.035,3.73,8.658,11.623,1.432,8.087,10.307,5.541,6.394,10.384,9.54,12.33,4.51,-3.793,15.358,4.366,7.774,2.994,2.329,2.674,8.455,10.523,2.568,9.859,4.971,11.925,0.284,8.4,7.285,3.288,2.968,2.561,3.752,-3.711,5.731,2.206,10.579,0.596,9.941,10.256,-2.559,4.096,9.906,8.29,0.623,4.991,9.354,8.677,-2.562,12.32,6.708,10.242,6.751,12.492,3.575,8.85,6.784,10.716,5.249,1.526,13.249,0.461,13.427,7.842,3.351,5.965,4.05,6.187,6.905,6.411,11.076,11.502,9.396,6.79,6.425,4.417,3.823,6.147,9.725,0.309,9.925,1.53,7.222,0.506,9.256,-1.364,5.583,3.472,9.407,6.305,6.876,0.065,2.573,10.508,9.345,6.802,8.681,2.659,-0.55,2.669,8.619,7.47,6.78,12.558,7.072,-1.375,4.028,2.465,2.057,7.485,5.134,2.337,8.565,4.502,8.945,1.287,7.483,9.896,0.026,7.255,17.146,8.686,7.505,6.281,6.903,9.6,5.732,5.247,11.047,2.198,8.791,2.767,8.297,1.378,4.143,5.454,2.237,4.104,0.101,5.2,8.688,12.787,2.609,9.545,1.336,3.345,8.283,5.607,7.288,12.682,5.797,6.698,8.96,4.034,1.35,-1.654,5.633,6.678,1.163,-2.248,1.926,7.248,5.609,5.323,4.196,7.17,4.954,4.894,6.32,4.55,4.17,6.596,4.397,1.145,1.796,9.685,1.993,4.602,10.737,7.134,6.035,6.202,3.385,5.509,-1.163,2.217,6.306,9.479,5.057,10.548,2.628,7.671,8.572,5.641,-0.089,3.332,6.727,10.311,7.475,3.485,9.132,2.471,0.839,5.17,4.764,8.676,2.543,4.525,-2.907,7.72,7.719,0.475,3.461,6.833,9.035,-0.06,4.196,-0.019,5.824,1.511,9.907,-0.083,10.385,8.43,-1.355,5.887,9.421,-0.006,3.236,3.514,5.795,12.181,1.554,8.514,8.297,2.58,11.179,10.06,-0.389,-0.869,-3.734,0.831,5.873,9.137,8.405,8.382,-0.498,7.502,3.644,7.438,4.992,6.387,9.717,8.512,4.829,3.009,5.06,11.552,4.015,8.634,-3.746,4.675,6.736,2.966,3.46,3.912,8.521,11.52,7.839,1.133,0.675,6.668,9.147,1.627,4.678,7.07,6.76,7.64,7.761,-1.146,4.307,2.856,-0.871,3.989,7.774,8.074,-3.455,1.471,-1.471,11.92,0.16,4.111,7.569,7.064,6.994,8.652,2.384,7.794,6.682,-1.104,5.174,10.238,-4.71,-0.2,2.094,5.71,0.727,6.489,8.197,8.153,0.765,3.727,2.983,2.983,7.735,9.619,2.952,3.648,0.292,9.876,4.792,8.14,4.124,5.885,10.113,6.973,4.04,6.9,1.807,4.43,6.47,2.226,4.688,2.843,1.758,0.175,15.003,-1.138,5.833,3.578,0.157,4.072,7.397,-0.564,7.962,10.013,1.664,2.153,5.113,5.883,5.793,4.762,4.449,2.175,5.681,3.613,3.604,7.247,-0.356,6.898,8.277,5.511,5.613,-0.232,4.601,4.053,0.289,9.057,8.384,3.129,12.698,1.977,5.23,7.09,4.834,5.145,9.699,3.654,2.256,4.093,5.49,0.999,-0.225,7.746,-0.625,1.36,6.767,3.015,-2.941,3.425,6.138,2.577,2.903,-1.806,2.355,9.328,6.37,4.904,0.304,2.623,0.218,3.412,-0.606,-2.89,5.621,7.679,1.096,-1.424,3.378,5.413,1.336,7.05,11.316,-2.466,5.272,5.711,4.88,4.473,7.175,0.164,3.978,2.393,9.277,-0.764,-0.527,5.504,2.014,0.338,-1.029,0.904,2.722,0.181,2.856,5.586,0.838,5.939,3.858,2.765,-0.914,-0.966,-1.682,3.314,1.255,1.736,4.081,1.906,6.395,0.145,6.11,1.803,0.118,0.417,1.186,3.805,2.382,3.324,3.936,4.494,-0.75,4.201,-0.193,2.589,2.875,-4.051,2.682,2.565,1.427,1.054,1.491,0.314,1.763,11.665,8.441,4.034,4.052,3.899,3.353,4.188,1.106,-0.168,2.558,2.781,-1.643,-0.45,0.362,-3.358,4.652,0.701,3.449,-0.106,3.236,-0.459,-0.494,4.306,-0.159,1.73,0.681,1.668,2.048,-0.417,-1.358,-0.129,2.983,1.818,0.432,1.661,0.809,0.704,3.364,3.063,1.059,-0.173,-1.252,2.386,-0.4,1.557,1.409,3.02,6.606,3.725,-1.467,-2.092,5.618,4.167,1.285,1.528,5.153,4.354,1.309,-1.467,2.106,-0.244,-0.315,4.107,0.208,1.777,2.92,4.899,2.673,3.073,3.825,4.128,0.211,4.36,-2.291,1.718,1.713,0.922,5.197,2.41,1.129,3.131,-3.37,-1.417,4.355,0.973,1.354,1.994,2.559,3.269,-0.071,5.794,-0.009,4.403,3.388,2.329,1.079,0.289,5.424,1.881,0.659,3.193,-0.512,-0.062,2.646,5.977,0.849,4.491,0.819,3.879,1.126,0.077,4.561,4.457,4.36,0.09,1.107,0.716,-1.592,-0.547,0.124,-4.221,2.802,-1.287,1.361,-1.715,1.597,0.702,1.571,5.472,4.232,0.486,2.955,2.205,-0.388,-0.003,1.67,3.787,1.903,-1.19,7.328,1.737,2.527,3.415,5.01,1.909,3.092,-1.546,3.144,1.638,-0.704,0.546,-3.149,0.782,4.535,3.966,1.912,3.527,3.649,3.322,0.661,3.748,3.12,1.902,6.325,0.708,4.7,3.478,-0.759,-2.168,-0.457,2.751,-1.523,-1.947,1.271,0.23,2.611,-1.755,3.944,1.851,0.037,1.555,2.588,3.751,1.404,3.542,4.477,2.464,-3.906,9.98,23.468,10.919,12.503,12.192,15.917,14.493],"base_top":[[248058,23.468],[40,19.698],[760,18.46],[27775,17.146],[1919,16.511],[27,16.325],[3928,16.265],[8160,15.953],[248068,15.917],[1206,15.791]]},"positions":{"tokens":[248058,198,27,1628,28,2573,5662,29,198,27,15704,39287,26994,29,198,2117,273,62,23,15,19,198,510,15704,29,198,27,15704,28,490,367,29,198,49931,10208,62,19,16,22,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","me","adow",">","\n","<","parameter","=l","umen",">","\n","map","le","_","8","0","4","\n","</","parameter",">","\n","<","parameter","=","pl","um",">","\n","spr","uce","_","4","1","7","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.8484,-1.2363,0.8622,0.0983,-1.6581,0.9897,-0.275,-0.1175,0.1261,-0.7226,-0.0374],[-3.648,0.4284,7.3751,14.0062,-0.7931,-1.8576,1.7573,-0.8754,0.0311,-0.6025,-0.3282],[-4.0782,-1.1388,11.1031,17.7829,-1.8623,0.1145,-0.6113,-0.4202,0.1416,-0.7882,-0.2846],[-2.2937,-2.006,11.5001,18.1392,-2.5581,0.1285,1.061,-0.877,0.1164,-0.6718,-0.0901],[-1.8224,-2.3387,11.5957,17.7553,-2.8079,0.3367,-1.4072,-0.6696,0.232,-0.9098,0.141],[-0.8257,-2.1036,14.5071,15.1869,-1.5437,0.2796,-0.8613,-1.1165,0.3834,-1.1297,-0.4129],[-2.2889,-3.0054,12.1369,19.8371,-0.213,-0.325,-0.8154,-0.7761,-0.0649,-1.1416,0.3883],[-3.871,-1.8529,11.45,21.8091,-1.1918,-1.3484,0.8378,-0.9129,0.0679,-1.2541,0.0891],[-5.2524,-0.3503,11.3337,22.2657,-2.1525,-1.9956,1.1705,-0.3041,0.0555,-1.1823,-0.28],[-5.3011,-0.4322,11.5586,18.4226,-2.4295,-0.9104,-0.3078,-0.3206,-0.1988,-1.1523,-0.2258],[-0.8901,-1.0864,9.9773,16.8422,-3.2851,-0.6082,2.6478,-0.4917,-0.0843,-0.8404,-0.4743],[-1.7323,-1.5658,11.4601,20.7667,-3.9135,-0.839,-2.5685,-0.8808,0.0178,-1.2857,0.2049],[-1.8408,-1.9779,12.2295,19.7933,-3.4431,-2.8249,0.2559,-0.9305,0.0688,-0.9782,-0.0081],[-4.4772,-2.13,12.9638,22.5307,-2.5754,-1.9537,1.1395,-0.901,0.2108,-1.7459,0.1885],[-3.9204,-1.5886,16.0384,20.122,-3.597,-0.1762,1.9814,-0.3248,0.4275,-1.4908,-0.0537],[-1.4166,-1.3426,19.9529,15.0338,-1.4238,0.02,-0.9292,-0.6231,0.4078,-1.5016,0.0228],[-2.4059,-1.2454,13.1216,20.0761,-0.4077,-0.1257,-0.8625,-1.0795,0.3109,-1.5151,0.2032],[-4.0314,-1.3576,13.1626,22.7198,-1.8737,0.6444,0.7877,-1.186,0.13,-1.6304,0.0196],[-2.3128,-2.5086,16.4478,21.221,-1.6886,0.2452,-0.4503,-0.4207,0.0804,-1.7881,-0.5039],[-3.2518,-1.7606,14.4284,22.4654,-1.5773,-2.0522,-1.3398,-1.0204,-0.0954,-1.2912,-0.5814],[-3.2121,-2.0639,13.7755,22.2994,-0.2634,-1.4783,-0.218,-1.3582,0.1646,-1.604,-0.2914],[-3.8404,-1.2358,12.2139,21.7278,-1.5877,-1.2475,0.747,-0.5809,0.1818,-1.4832,-0.0405],[-4.8294,-0.7913,12.9225,19.8686,-2.2664,-1.2164,0.8176,-0.3879,0.1466,-1.3311,-0.4341],[-2.7582,0.2526,11.3252,16.8544,-1.7642,-0.9782,0.9031,-0.4023,-0.0111,-0.7226,-0.6036],[-4.345,-0.634,10.3274,21.6488,-1.3933,-2.343,1.1632,-0.9082,0.2742,-1.2883,-0.0685],[-3.3452,-1.5458,12.8824,21.4738,-1.6727,0.8622,2.0112,-0.0129,0.2655,-1.2813,-0.131],[-4.306,-0.2794,11.3165,18.8487,-1.8382,-0.7738,0.033,-0.4219,-0.1761,-1.3392,-0.3223],[-1.5349,-0.9429,11.4036,17.8883,-2.915,-1.2905,2.7348,-0.7349,-0.1369,-1.02,0.0241],[-1.3125,-0.9549,11.437,16.9594,-3.609,-0.5271,-1.3246,-0.5856,-0.0353,-1.3512,0.5179],[-0.4485,-1.2934,13.959,16.0312,-2.8359,-0.2273,-0.7273,-0.909,0.101,-1.4546,-0.1141],[-2.1881,-2.0922,11.9438,19.1767,-2.3682,-0.6699,-0.5654,-0.3495,-0.3537,-1.2177,0.0365],[-4.2618,-2.0677,13.2738,22.7546,-1.7976,-1.2833,-0.2752,-0.7137,0.0183,-1.7157,-0.0409],[-3.6281,-1.3144,16.7613,19.9597,-4.1812,0.5806,0.5592,-0.18,0.4223,-1.4241,-0.1747],[-1.6106,-1.1045,21.4857,15.3433,-1.8126,0.1589,-2.0506,-0.4819,0.4073,-1.4885,-0.0556],[-3.4769,-1.3767,13.3247,19.9267,-0.9909,-0.4301,0.6857,-1.1722,-0.1283,-1.1236,0.1422],[-4.2411,-1.6348,13.6036,23.1689,-1.6004,-0.1884,-0.0744,-1.373,0.263,-1.692,-0.1125],[-2.8647,-2.9871,16.9997,21.7307,-1.308,-0.5564,-1.341,-0.6378,0.0491,-1.7119,-0.6794],[-4.1064,-2.5868,13.5834,21.1722,-0.9529,-1.403,-0.8912,-1.4862,-0.0369,-1.806,-0.3936],[-4.0317,-1.9005,13.0525,21.5257,-0.6341,-1.2936,-1.1615,-1.1729,0.0568,-1.4572,-0.5451],[-3.1889,-1.4346,11.5027,22.4788,-1.4388,-1.0867,0.1609,-0.485,0.1771,-1.5244,-0.2997],[-4.1246,-1.5898,12.4021,19.9708,-2.132,-0.1968,0.5441,-0.3785,0.2672,-1.3434,-0.5978],[-3.1521,-0.2364,11.6508,18.5136,-1.7821,-0.8278,0.9236,-0.4222,0.0714,-0.634,-0.657],[-2.2719,-0.0839,9.6244,20.4778,-1.0969,-1.7825,0.4636,-0.5999,0.3042,-1.141,-0.0543],[-2.6105,-0.9149,10.3557,21.1723,-0.9642,0.1745,0.8005,-0.241,0.1013,-1.2719,-0.4144],[-2.8825,0.6286,11.0157,16.4899,-1.3698,0.0068,-0.5735,-0.5888,-0.1317,-1.2005,-0.3383],[-4.0939,-0.1616,10.6242,17.3337,-1.7381,-0.596,-0.8649,-0.6982,0.1146,-1.0215,-0.3217],[-4.393,0.1082,6.9674,14.2254,-0.8273,-1.8742,2.303,-1.3709,0.2702,-0.8063,-0.1927],[-4.2062,-3.1712,10.8751,17.6108,-0.6775,-0.277,1.71,0.0277,0.3736,-0.9195,-0.2597],[-3.8626,-0.5018,8.9907,13.4414,-1.7573,-1.3851,-0.2341,-1.0018,0.0705,-1.213,0.0905],[-3.4069,0.0266,9.0213,13.4382,-1.6101,-0.7561,-1.161,-1.1742,-0.0346,-1.5552,-0.0011]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=lumen>\nmaple_804\n</parameter>\n<parameter=plum>\nspruce_417\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=lumen>\nmaple_804\n</parameter>\n<parameter=plum>\nspruce_417\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=lumen>\nmaple_804\n</parameter>\n<parameter=plum>\nspruce_417\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=lumen>\nmaple_804\n</parameter>\n<parameter=plum>\nspruce_417\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0099-renamed-611403","set":"renamed_B","cohort":"need_clarification","family":"access_control","action":"clarify","ambiguous":false,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please remove a member access to a group.\nGroup identifier: \"cedar_150\". Member identifier: not provided.\nUnrelated archived note: maple_305, reference 059. These are not inputs to this request.","tools":[{"function":{"description":"Give a member access to a group. Inert synthetic operation.","name":"velvet","parameters":{"additionalProperties":false,"properties":{"cipher":{"description":"Group identifier","type":"string"},"quartz":{"description":"Member identifier","type":"string"},"ripple":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["quartz","cipher"],"type":"object"}},"type":"function"},{"function":{"description":"Remove a member access to a group. Inert synthetic operation.","name":"parcel","parameters":{"additionalProperties":false,"properties":{"cipher":{"description":"Group identifier","type":"string"},"quartz":{"description":"Member identifier","type":"string"},"ripple":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["quartz","cipher"],"type":"object"}},"type":"function"}],"prompt_tokens":586,"decision":{"rms":0.3576302048004495,"sumsq":130.96792410686612,"hb":[-0.05245,-0.02898,-1.36217,0.0981,-0.87487,0.09624,-0.2832],"lse":22.789715245869733,"logits":[12.411,12.944,10.108,10.751,10.553,8.588,6.895,6.88,8.345,9.545,8.486,16.154,11.057,8.635,12.979,9.625,7.375,7.708,10.11,8.805,20.035,7.55,11.459,14.998,13.513,11.374,9.399,8.215,11.352,8.736,8.669,13.534,13.324,7.922,11.037,7.989,6.779,10.716,6.305,8.652,12.059,6.957,6.249,11.727,2.236,7.525,0.465,10.621,5.438,13.876,3.485,8.23,8.422,7.351,6.255,5.616,8.995,11.751,10.564,6.075,6.449,13.326,1.747,6.676,7.666,11.509,5.014,8.309,1.817,17.064,10.917,9.428,9.298,2.699,6.23,2.751,8.2,7.736,9.235,8.453,8.226,9.014,7.079,6.943,8.429,8.378,7.914,3.487,8.205,11.422,-0.574,4.124,15.302,10.014,6.804,7.305,11.383,-3.602,1.53,2.784,5.881,6.688,-0.853,9.238,0.627,12.312,8.75,4.466,5.727,8.769,5.781,9.732,4.713,5.34,7.192,9.232,15.828,4.602,4.748,11.368,11.14,10.185,12.064,13.754,12.336,11.483,2.858,9.137,8.213,7.334,0.869,6.78,1.847,5.632,10.233,9.685,5.782,13.116,2.673,6.675,6.385,13.277,14.042,4.486,2.32,5.951,11.053,-1.708,15.995,1.658,-3.314,9.451,5.992,6.453,2.895,10.392,6.189,7.309,5.876,8.327,6.361,2.952,8.292,-0.601,6.283,3.087,9.333,5.836,-5.749,11.081,10.69,10.712,11.927,3.214,6.943,8.877,12.203,4.648,11.068,6.45,6.443,1.124,4.393,3.48,7.284,15.848,4.407,10.22,0.398,9.7,9.087,3.366,11.257,10.724,6.495,3.942,8.394,12.45,8.201,2.599,6.389,12.479,4.755,0.896,10.986,7.435,12.366,11.271,3.376,9.311,1.496,12.789,16.616,4.226,7.038,3.341,-3.799,4.981,1.238,1.895,10.806,5.351,6.847,4.223,-1.465,4.715,10.575,3.707,-1.859,1.358,12.178,-0.96,0.809,5.751,8.698,10.74,4.378,8.444,3.08,7.877,6.445,1.823,3.722,5.67,6.241,10.949,-0.941,-2.348,11.044,8.538,0.466,12.233,7.212,8.55,2.882,1.122,10.552,13.883,5.525,11.423,12.257,9.629,4.368,1.539,3.195,8.472,-0.298,7.807,5.652,13.204,-0.284,1.401,0.214,0.544,1.684,10.101,7.128,3.558,4.985,0.682,14.884,7.951,-0.18,4.694,3.212,9.668,-3.044,9.699,9.656,10.747,8.855,4.715,10.68,10.316,6.789,8.651,11.88,10.535,12.325,5.98,10.466,4.972,4.4,9.151,5.517,4.908,8.826,11.452,0.967,8.643,5.169,5.185,13.993,2.529,-1.92,0.078,7.034,5.016,-2.692,0.847,2.746,7.446,6.202,6.229,6.594,8.404,-4.537,-4.65,6.537,8.532,15.308,6.073,2.215,9.618,14.318,4.593,9.01,1.723,2.877,4.418,-3.031,10.532,12.869,12.102,7.061,5.543,6.583,8.136,6.819,5.779,13.639,2.537,-1.871,4.913,10.302,12.198,4.913,10.841,8.535,8.284,-0.35,2.425,0.323,1.169,13.158,12.96,11.61,4.883,2.329,5.902,7.091,12.06,-0.42,5.541,10.935,4.028,4.755,10.301,8.482,13.759,2.375,-3.625,12.316,1.306,7.863,2.421,0.395,4.089,11.912,14.236,2.099,13.205,3.476,12.084,-1.781,8.858,7.748,0.99,0.153,4.166,4.505,-4.663,3.844,0.121,8.697,0.239,8.416,12.948,-0.586,1.186,9.772,6.173,2.9,3.183,7.691,9.267,0.94,11.283,5.552,8.941,7.033,8.651,1.199,8.584,3.112,7.204,3.237,0.475,13.478,-0.219,12.084,8.09,5.925,7.153,1.291,6.149,5.904,5.159,14.974,12.218,8.053,10.084,5.993,5.614,0.048,4.827,9.48,0.904,10.243,1.532,6.484,3.24,9.644,0.043,4.111,1.856,8.62,4.9,4.949,-0.331,1.913,10.486,11.261,4.419,9.101,3.484,0.581,1.942,6.904,6.557,6.435,11.913,5.634,-2.136,2.523,0.869,1.188,6.2,3.373,1.584,11.821,3.188,9.12,-0.318,5.335,9.254,-1.007,7.552,15.739,8.106,5.304,8.644,4.334,11.502,5.449,3.882,13.155,-0.258,6.148,1.929,7.482,1.18,3.416,5.539,0.514,3.216,-1.452,3.794,9.209,12.555,1.931,8.169,-1.054,5.913,8.099,2.346,10.015,12.183,8.18,5.752,6.984,0.447,-0.081,-2.788,3.976,5.525,1.343,-2.237,-1.034,7.443,3.836,3.609,2.747,4.271,6.2,5.457,8.152,4.716,2.139,8.272,3.799,4.779,0.506,11.93,1.555,6.526,10.332,6.116,4.494,5.858,0.82,4.107,-2.66,0.103,9.13,8.465,4.648,10.015,5.459,5.676,7.427,5.059,-2.365,2.685,7.024,10.317,8.416,3.715,7.996,4.946,-1.57,3.189,8.059,8.358,0.553,5.372,-2.553,4.509,6.586,2.527,2.457,6.414,11.687,-1.111,1.761,2.053,5.622,-0.557,8.595,-1.02,8.842,10.827,-3.901,4.65,13.614,-2.3,4.292,2.036,8.6,11.483,4.822,6.006,7.179,1.576,10.75,7.186,-0.668,-2.764,-5.527,-1.26,5.632,13.006,7.346,6.906,-3.854,7.905,4.768,8.109,4.157,6.27,8.904,7.64,4.654,2.023,4.016,10.839,2.824,8.952,-3.783,4.428,6.988,1.335,3.145,1.824,8.576,10.405,5.096,0.107,-0.178,8.033,7.28,-0.145,4.181,5.372,6.198,6.836,5.094,-4.977,3.868,3.118,-1.724,2.02,7.59,6.717,-0.527,2.469,-3.754,11.597,-2.607,4.526,7.475,1.951,4.111,12.155,2.403,5.873,6.243,-1.325,3.602,9.852,-4.968,-1.07,3.973,3.627,-0.402,4.011,5.989,6.855,0.546,2.206,4.363,3.168,6.366,8.138,0.545,1.789,0.542,9.325,3.369,7.2,3.969,5.782,11.477,5.815,5.099,4.429,-0.757,1.9,5.424,0.097,4.273,3.327,2.357,-0.196,10.705,-3.011,5.152,6.49,1.454,3.157,8.412,-1.463,7.662,9.487,4.012,1.227,8.298,8.152,4.65,3.844,5.306,1.92,3.719,0.315,3.852,6.149,-0.423,5.698,6.269,3.122,4.322,3.962,2.715,5.978,-0.871,8.312,8.689,2.609,11.027,5.188,3.889,6.512,4.477,3.776,6.644,1.596,3.492,3.249,5.306,0.847,-2.377,7.715,3.878,-0.384,6.116,1.585,-4.874,1.338,11.092,1.367,5.086,-3.039,3.031,8.075,4.741,2.862,-1.363,0.738,0.038,2.207,-0.877,-2.489,4.574,7.593,0.355,-0.448,1.975,5.619,0.334,4.664,11.591,-3.595,6.135,5.722,3.375,6.795,8.384,-1.752,2.748,1.858,9.074,0.02,0.13,3.011,1.838,-2.708,-3.252,-0.743,-0.047,0.358,1.657,4.483,-1.14,7.658,2.894,0.642,-3.938,-0.971,-2.332,0.501,2.115,1.199,4.761,0.107,4.401,2.609,6.779,1.823,-0.405,-1.385,-1.236,2.761,0.602,4.647,3.114,3.228,0.183,2.85,1.262,1.589,0.618,-2.528,1.905,1.789,0.199,-0.643,0.849,-2.717,0.998,11.097,9.57,1.441,3.284,1.499,4.232,5.358,-1.471,-0.34,3.328,0.861,-1.427,0.182,0.25,-4.928,4.963,-0.591,1.678,-0.823,1.083,-0.394,-1.691,2.775,-1.353,0.103,1.955,0.702,0.581,-1.851,-1.313,-2.842,2.155,-0.167,-0.108,0.644,0.986,-1.014,1.863,3.595,0.631,-1.505,-0.71,-0.356,3.683,-0.676,2.747,2.136,3.353,1.816,-0.619,-6.014,6.069,3.152,1.367,1.693,3.537,3.482,0.896,-1.477,0.261,-2.004,-2.254,2.751,-1.192,1.861,1.274,5.251,1.523,1.066,4.482,0.996,0.012,3.101,-0.788,-0.383,-1.503,-0.453,2.591,-0.347,-0.257,1.926,-3.73,-2.704,2.932,-1.057,0.109,1.382,2.544,5.073,-1.956,5.826,1.441,2.572,1.063,0.473,-0.002,-1.85,4.167,2.553,0.839,2.69,-2.32,-0.705,2.636,4.492,-0.839,3.19,1.512,2.653,-0.483,-1.73,3.356,0.736,5.937,1.888,0.088,1.567,-2.453,0.307,0.256,-2.855,2.486,-1.485,0.264,0.652,0.208,1.44,0.096,1.909,4.024,-2.292,0.05,1.47,0.188,1.131,0.368,3.152,0.634,-0.299,8.195,0.648,3.115,3.429,8.308,-0.45,4.038,-0.531,1.495,0.847,0.13,-1.586,-0.847,-1.373,1.677,5.558,-0.83,2.862,3.592,2.302,-0.478,2.413,0.931,0.421,3.374,-0.282,4.23,4.055,-1.259,-2.066,-1.152,1.323,-1.88,-2.346,-1.089,0.227,4.088,-3.649,4.916,2.992,-2.074,-0.671,5.816,3.524,-0.755,3.532,4.203,1.953,-1.747,8.834,22.701,10.127,11.702,10.631,15.255,11.924],"base_top":[[248058,22.701],[40,20.035],[760,17.064],[5328,16.616],[27,16.154],[2665,15.995],[3928,15.848],[1919,15.828],[27775,15.739],[12189,15.308]]},"positions":{"tokens":[248058,198,27,1628,28,92603,29,198,27,15704,18941,10245,29,198,1931,277,62,16,20,15,198,510,15704,29,198,27,15704,28,438,20932,29,198,1856,3766,198,510,15704,29,198,27,15704,28,79530,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","parcel",">","\n","<","parameter","=c","ipher",">","\n","ced","ar","_","1","5","0","\n","</","parameter",">","\n","<","parameter","=","qu","artz",">","\n","not"," provided","\n","</","parameter",">","\n","<","parameter","=","ripple",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.3657,1.2539,-1.723,-1.2587,-2.4575,0.8594,-1.2016,-0.0761,0.1843,-0.6124,-0.1745],[-3.4566,0.7773,7.4647,15.1747,-0.7879,-1.7981,1.0841,-0.9742,0.147,-0.5775,-0.3027],[-3.4687,-0.532,10.7536,16.9692,-2.0078,-0.3079,-0.6593,-0.3429,0.1629,-0.8607,-0.1864],[-1.5111,-0.4937,10.4809,17.0001,-3.7024,-0.2848,-0.3192,-0.9158,0.0348,-0.7227,-0.0869],[-1.1041,-0.7611,10.0732,15.6845,-4.2235,-0.0103,-2.7237,-0.4328,0.2449,-0.7378,0.2124],[-0.1318,-1.3632,14.3693,14.2856,-3.0627,-0.6842,-2.8914,-0.9234,0.5057,-1.0419,-0.3749],[-3.8286,-1.2278,11.058,21.9328,-1.759,-1.6997,-0.3368,-0.7281,0.1066,-1.268,-0.0237],[-4.018,0.2386,11.4675,21.0711,-2.3334,-2.0658,1.2812,-0.1635,0.1312,-1.0745,-0.1893],[-4.6479,-0.2402,12.601,17.7817,-2.3817,-1.6392,0.2902,-0.1996,-0.074,-1.2205,-0.0154],[-0.3402,-1.1887,9.1785,13.6454,-2.79,-1.7352,3.4582,-0.2563,-0.0854,-0.9589,0.0119],[-1.3598,-1.0554,10.8815,16.2424,-3.5475,-2.0697,-1.4446,-0.2856,0.0577,-1.3717,0.5436],[-0.9524,0.2869,8.4774,12.2385,-3.3656,-0.8636,-0.6315,-0.6978,-0.1548,-1.1736,0.0914],[-3.8792,-1.8488,11.9273,21.919,-2.4615,-1.7206,1.0095,-0.7942,0.0414,-1.5251,-0.0428],[-2.8921,-0.9717,15.7116,20.3372,-3.4698,-1.0524,1.6059,-0.4492,0.2283,-1.31,-0.1865],[-0.5602,-0.6371,19.3065,16.2948,-1.8293,-1.0518,-1.1233,-0.6323,0.2263,-1.2439,-0.1945],[-2.672,-2.953,13.6045,20.9119,-1.1618,-0.2324,0.8086,-1.3173,0.0824,-1.1861,0.0169],[-4.1974,-1.0744,13.3645,22.9299,-2.1906,-0.3325,1.1487,-1.5778,0.2655,-1.8064,-0.1855],[-2.6584,-2.5275,16.3228,21.4316,-1.9312,-0.6936,-0.6351,-0.4387,0.2117,-1.5929,-0.7706],[-1.6763,-1.3824,14.1568,20.6463,-1.5982,-2.1286,-1.8182,-1.4242,0.0444,-1.9969,-0.6491],[-2.2979,-0.3044,13.483,22.5769,-0.7133,-1.7578,0.5482,-1.4316,0.1174,-1.6397,-0.2937],[-3.2756,-0.4649,12.2049,21.7488,-1.0398,-2.3609,1.5728,-0.7481,0.1738,-1.6037,-0.2587],[-4.7521,-0.9302,13.4378,20.7488,-2.017,-1.3203,0.5552,-0.4712,0.2119,-1.2847,-0.6608],[-2.8011,0.5076,11.0447,16.5117,-1.9086,-1.2315,0.5925,-0.3262,-0.0442,-0.6315,-0.656],[-4.2561,-0.0305,10.5694,21.9842,-1.2134,-3.0039,1.3189,-0.8334,0.2995,-1.2361,-0.3298],[-1.9466,0.0619,12.9023,21.2492,-1.725,-0.9576,0.9971,-0.027,0.3402,-0.878,-0.4693],[-3.3083,0.1267,11.2759,18.5967,-1.9189,-0.8864,-0.0085,-0.4664,0.0177,-1.1113,-0.3828],[-0.4392,-0.6943,12.2029,19.2199,-3.1516,-0.9891,2.6916,-0.6918,0.0204,-1.0491,-0.2317],[-1.2231,-1.1685,12.9872,20.0751,-3.5412,-1.1655,-1.5995,-0.4862,0.1946,-1.3819,0.2835],[-0.4664,-1.1425,15.1848,17.6091,-2.6792,-1.18,-1.9743,-0.7727,0.292,-1.341,-0.3737],[-1.614,-0.3934,10.9185,17.3697,-1.6579,-0.2675,-0.3797,-0.9957,0.1103,-1.2676,-0.191],[-0.5989,0.8686,10.4625,19.8361,-0.8397,-2.1755,-0.7498,-0.9291,-0.1664,-1.7148,-0.0067],[0.1692,1.0477,12.5975,17.0507,-1.617,-1.9088,1.0205,-0.1909,0.0519,-1.305,-0.4621],[1.2013,1.1044,15.7853,11.9113,-0.6113,-2.0768,-1.6664,-0.1911,0.083,-1.0669,-0.3645],[-1.336,-0.6477,10.1751,19.1202,-1.4061,-1.6216,-0.3464,-0.7477,0.1267,-1.508,-0.1806],[-0.5084,0.4831,9.2037,19.951,-1.2705,-1.9442,0.5157,-0.8314,0.174,-2.1419,-0.1867],[-2.6064,-0.2558,11.7026,19.0449,-1.4257,-1.3136,0.6325,-0.597,0.2926,-1.4316,-0.5101],[-2.3521,0.0505,11.9837,18.4217,-1.7213,-0.9934,0.2449,-0.6827,0.1515,-0.8854,-0.6596],[-3.7108,0.4129,8.5753,20.3772,-0.6256,-2.4354,1.4781,-0.7563,0.144,-1.1957,-0.1063],[-1.7975,0.6733,8.9304,19.0703,-0.4122,-1.5091,2.3736,-0.1154,0.1437,-1.2111,-0.375],[-3.4624,0.4714,9.5368,16.6457,-0.6331,-0.6134,0.3829,-0.5991,-0.0948,-1.2058,-0.1393],[-1.6556,-0.574,10.0383,17.3753,-1.9843,-0.8375,2.533,-0.6336,-0.1141,-0.8836,-0.3294],[-2.2501,-0.6567,11.0764,18.6695,-2.6675,-1.4948,-0.2466,-0.2601,-0.0802,-1.247,0.2265],[-1.4003,-0.8194,14.7533,18.2467,-1.9533,-1.8739,-0.3025,-0.8035,0.113,-1.2738,-0.419],[-2.7331,-1.5845,11.68,22.5177,-0.5927,-2.2949,-0.3342,-0.7919,-0.1999,-1.5778,-0.114],[-2.6664,-0.584,12.4702,20.1822,-2.2491,-2.0908,1.2514,-0.2668,-0.1353,-1.4682,-0.0893],[-0.9694,-0.6648,16.2929,17.4041,-1.0023,-2.1925,-1.0576,-0.6318,-0.0225,-1.6064,-0.2077],[-3.6035,-0.4858,10.8572,23.1928,-1.4085,-1.9828,1.2834,-0.4379,0.1941,-1.502,-0.408],[-4.5927,-1.2522,12.1073,19.0839,-1.9305,-0.733,0.3034,-0.7089,0.3016,-1.4664,-0.7715],[-3.2674,-0.7342,11.6643,17.7042,-1.7351,-0.742,1.1728,-0.6997,0.1683,-0.7164,-0.7513],[-4.1196,-0.1241,7.9328,19.2639,-0.5905,-2.4749,0.319,-0.6043,0.3182,-1.2303,-0.2859],[-3.8921,0.0698,9.6644,21.3255,-0.8779,-1.977,1.7493,-0.2032,0.3423,-1.0928,-0.6252],[-4.4772,0.3767,11.23,19.0039,-0.9661,-0.7997,-0.3042,-0.3401,0.0116,-1.0422,-0.2512],[-3.6041,-0.413,10.1603,17.4119,-1.8467,-0.9487,-0.8996,-0.8168,0.1923,-0.9391,-0.4354],[-4.2404,-0.3304,5.5085,13.722,-0.9084,-1.5776,2.1296,-1.136,0.2551,-0.7683,-0.117],[-3.1098,-1.6227,10.2734,18.4695,-0.8019,-0.7566,2.5358,0.1412,0.274,-0.9735,-0.2973],[-4.561,-0.4083,8.4568,13.3576,-1.6765,-1.1322,0.1204,-0.7567,-0.02,-1.1154,0.1652],[-2.8543,0.2243,9.7554,13.8463,-1.8446,-0.56,-1.9618,-0.92,0.0545,-1.5303,0.1301]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=parcel>\n<parameter=cipher>\ncedar_150\n</parameter>\n<parameter=quartz>\nnot provided\n</parameter>\n<parameter=ripple>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"discovery-611401-0184-renamed-611403","set":"renamed_B","cohort":"valid_call","family":"record_mutation","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> mosaic {\"harbor\": \"maple_371\", \"quartz_plum\": \"spruce_163\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: append text to an existing field value.\nRecord identifier: \"spruce_163\". Replacement or appended text: \"maple_371\".\nUnrelated archived note: cedar_622, reference 028. These are not inputs to this request.","tools":[{"function":{"description":"Append text to an existing field value. Inert synthetic operation.","name":"mosaic","parameters":{"additionalProperties":false,"properties":{"harbor":{"description":"Replacement or appended text","type":"string"},"lumen_lumen":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"quartz_plum":{"description":"Record identifier","type":"string"}},"required":["quartz_plum","harbor"],"type":"object"}},"type":"function"},{"function":{"description":"Replace an existing field value. Inert synthetic operation.","name":"fable","parameters":{"additionalProperties":false,"properties":{"harbor":{"description":"Replacement or appended text","type":"string"},"lumen_lumen":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"quartz_plum":{"description":"Record identifier","type":"string"}},"required":["quartz_plum","harbor"],"type":"object"}},"type":"function"}],"prompt_tokens":619,"decision":{"rms":0.38046573939161177,"sumsq":148.2272551432252,"hb":[0.05739,-0.02411,-2.01435,0.36345,-1.56872,0.08739,-0.89877],"lse":21.926744423334476,"logits":[13.685,12.109,11.102,11.212,11.443,9.673,9.21,8.109,9.63,11.229,10.406,16.474,11.488,7.901,11.733,8.426,7.343,10.332,9.722,9.92,17.76,7.945,12.901,11.286,9.606,9.27,8.365,9.189,7.991,7.024,8.175,14.261,13.885,8.995,12.317,12.063,9.814,10.309,8.56,15.209,11.085,8.87,7.451,13.918,4.32,6.789,0.385,9.99,6.713,12.699,5.26,8.079,12.317,7.295,8.079,3.621,8.871,14.723,9.216,6.961,7.252,12.11,5.635,6.487,12.395,11.965,5.072,8.358,3.187,16.71,6.509,7.217,6.469,0.252,5.181,3.186,8.786,2.302,6.289,9.355,6.035,10.913,8.01,6.285,8.571,2.112,6.012,7.162,8.886,12.915,4.898,1.072,14.257,12.285,2.488,4.386,9.505,-3.252,4.557,4.4,4.565,6.82,-0.205,4.758,-1.537,12.283,8.549,4.892,5.886,7.862,6.034,10.274,5.203,3.959,3.953,8.96,15.753,4.839,5.141,5.614,10.312,7.169,12.032,11.375,11.784,11.301,-0.265,12.183,11.402,4.578,0.858,6.713,5.539,5.383,13.453,5.811,6.379,11.473,4.946,7.995,8.477,13.26,11.387,3.567,-1.386,5.068,10.46,1.76,13.536,1.285,-0.613,8.062,7.065,7.069,2.971,6.946,5.894,8.722,5.912,8.605,5.434,3.376,8.676,-4.768,4.146,4.82,7.157,6.069,-4.798,7.405,9.377,9.729,10.076,5.938,7.106,4.663,5.409,4.865,8.123,6.74,5.645,8.592,6.515,4.985,9.094,13.27,5.677,9.299,-3.098,9.11,8.758,5.588,9.507,12.081,2.848,3.533,7.53,9.586,8.132,6.354,5.831,14.547,4.457,4.691,9.783,5.575,8.532,5.314,6.985,9.273,4.016,9.61,12.89,2.16,6.265,11.213,-3.884,-0.504,7.278,4.593,5.366,9.221,7.408,3.252,-0.215,1.981,3.326,4.208,3.588,5.146,6.339,-2.3,2.79,10.948,6.496,10.686,3.087,12.036,4.181,7.022,8.933,5.724,1.281,3.213,4.426,10.535,-1.009,-5.062,4.258,8.608,-0.153,9.589,8.06,5.717,3.719,-2.675,11.223,9.706,6.329,8.911,7.378,10.994,3.13,1.689,7.406,3.761,4.741,8.75,3.094,11.511,1.709,14.68,1.759,-0.356,0.61,4.871,5.78,5.624,9.278,0.423,7.079,6.252,0.654,5.246,3.241,6.439,3.341,5.969,10.632,10.101,7.92,3.935,9.988,5.863,8.061,9.419,5.083,9.489,11.118,6.483,7.078,6.046,5.931,6.257,4.349,2.784,6.675,9.262,1.599,7.536,5.175,2.403,11.398,4.625,-0.652,-0.39,7.23,6.381,-5.038,-0.713,8.112,8.264,7.477,9.842,13.399,11.083,-2.459,-2.968,5.875,9.256,12.887,7.384,-0.286,7.284,11.455,11.73,8.372,5.034,2.905,2.786,-2.118,12.731,10.237,11.917,13.915,4.607,6.025,2.716,6.533,0.3,10.056,4.363,-1.764,5.095,10.331,9.782,5.102,9.727,9.042,9.67,2.853,4.431,-0.32,-0.035,10.105,7.758,10.154,3.523,2.325,1.286,10.072,8.931,-0.089,4.286,8.302,6.481,3.113,8.496,9.378,10.327,2.827,-3.279,13.54,2.815,5.843,3.574,1.256,1.379,7.752,9.645,2.999,9.564,3.557,8.922,0.771,8.999,5.148,1.301,3.421,1.557,3.83,0.192,4.264,-0.701,9.156,0.147,8.611,9.582,-4.503,1.673,7.792,6.996,-2.303,5.108,7.706,7.557,-5.081,10.612,7.677,6.988,6.162,10.112,2.031,8.008,8.29,7.946,3.062,0.833,10.87,0.131,10.18,6.695,3.837,4.223,5.029,2.62,9.772,4.358,10.161,9.512,7.91,10.85,11.697,5.303,1.937,7.711,7.77,-1.171,10.242,0.425,6.479,-0.619,9.928,-2.207,7.205,3.731,6.368,6.541,6.573,2.041,4.766,7.602,5.927,4.804,7.219,2.134,-0.959,3.58,10.833,6.43,3.464,11.299,6.046,0.719,2.85,5.711,-1.59,7.215,2.64,1.189,6.713,4.197,6.859,-0.947,6.738,8.867,-1.583,3.339,14.245,7.317,6.686,5.825,3.496,6.463,3.754,5.326,8.669,1.284,6.737,3.709,5.699,1.907,3.214,3.255,2.147,5.871,2.819,1.236,11.31,10.472,3.996,8.691,0.304,2.8,5.277,4.08,3.121,10.192,1.591,5.719,6.319,4.412,2.624,-0.257,4.676,6.798,0.31,-1.054,2.475,3.552,5.553,4.998,3.092,6.901,4.026,3.472,5.283,4.318,1.28,3.619,5.848,-1.826,3.237,10.657,2.928,3.812,7.784,5.648,3.184,6.453,3.392,3.687,-2.272,1.331,4.752,7.95,5.304,9.006,2.535,5.646,5.185,5.433,0.758,1.375,5.353,7.991,5.311,1.603,8.617,2.23,-0.428,5.629,2.645,7.322,2.181,6.162,-3.181,4.966,6.742,0.52,4.793,5.082,7.572,0.135,3.212,0.928,5.765,1.431,11.877,-0.653,9.599,6.269,-1.987,5.901,7.297,-1.684,3.115,3.056,3.003,8.785,1.563,6.878,7.722,1.184,8.766,8.338,-0.166,0.366,-1.216,1.163,6.912,8.691,7.836,5.152,2.447,6.301,4.691,6.927,4.419,7.911,8.374,4.896,5.772,1.93,2.856,9.27,2.012,7.118,-4.612,6.1,10.096,1.163,5.52,2.431,6.38,10.59,4.265,1.12,1.81,5.063,5.878,-1.084,2.358,6.636,4.895,6.142,7.922,-1.724,1.411,2.333,-1.045,3.128,5.744,7.004,-2.791,1.21,-2.118,9.091,-0.964,3.403,6.385,10.157,5.409,7.488,1.376,7.26,6.662,-2.115,4.116,9.634,-3.249,-0.653,0.471,3.84,-1.016,3.89,6.174,8.941,0.98,2.988,1.167,1.534,6.742,9.697,4.198,1.805,1.266,10.045,6.371,7.809,6.463,3.804,8.166,5.348,1.74,6.4,2.347,2.956,5.878,2.167,4.663,1.573,1.816,-1.404,13.225,-0.993,5.628,1.545,0.806,5.848,6.61,-0.363,5.736,10.357,2.524,2.35,1.388,4.687,5.775,4.222,2.945,0.292,3.37,2.444,3.651,8.004,-1.295,8.643,6.186,5.045,5.631,-0.709,4.86,4.179,-0.017,6.508,5.986,0.675,11.868,-0.236,5.464,3.434,5.443,2.526,5.398,2.074,2.231,2.791,5.092,0.615,-1.055,9.023,-0.267,0.817,8.208,1.452,-1.438,1.371,5.184,-0.907,3.067,0.015,1.447,6.423,5.039,2.403,1.887,1.569,0.779,3.418,0.534,-2.374,6.885,6.357,2.71,-1.381,2.321,5.504,2.496,4.505,10.765,-2.818,4.372,2.293,5.052,2.044,6.636,0.545,4.076,3.209,6.752,-3.259,-2.595,5.226,0.165,-1.429,-0.914,1.103,1.711,0.57,3.365,6.622,0.197,4.704,4.873,2.437,-0.951,-3.478,-1.834,4.223,3.397,0.672,6.554,1.809,4.624,-0.565,4.65,1.436,2.732,3.68,-0.272,1.297,2.011,2.849,2.782,4.807,-1.563,5.303,-1.334,6.258,1.035,-3.102,2.01,1.933,0.549,-0.131,3.123,1.229,0.893,12.304,8.93,1.582,1.956,2.821,3.757,4.046,-1.041,0.69,1.766,1.559,-3.233,1.049,0.017,-3.006,7.028,0.862,3.031,0.062,6.941,-0.699,-0.07,2.601,0.125,-3.07,0.497,0.423,1.875,-0.796,-1.286,-1.532,2.876,0.487,-0.939,-0.235,-1.392,1.792,1.982,2.127,-1.236,0.557,-4.504,1.721,0.749,2.123,0.429,4.293,2.796,4.337,-2.756,-0.995,4.646,3.539,-2.064,0.325,4.154,3.174,0.744,-1.915,0.519,-0.457,0.253,4.237,0.842,0.62,2.224,2.993,1.753,4.502,2.102,3.633,-0.188,5.312,0.997,0.981,0.7,1.633,4.637,0.555,0.928,1.911,-3.853,-2.472,6.559,0.709,0.696,1.436,2.374,2.533,-0.938,4.858,1.28,5.036,0.715,-0.478,-0.116,0.626,3.755,0.746,-0.529,2.705,-0.845,1.488,1.784,5.545,0.093,5.331,1.445,2.18,2.718,-0.029,3.69,4.791,4.795,-0.187,0.685,1.592,-3.066,-0.139,-0.158,-3.914,3.959,-3.519,4.209,0.125,1.006,2.455,-0.226,4.835,4.258,3.45,2.38,0.575,-2.051,-0.89,1.698,4.181,2.003,-1.855,5.585,0.489,1.623,2.784,3.249,3.525,5.113,-2.843,1.491,-0.036,-0.18,0.005,-2.773,3.276,0.511,2.764,-0.392,2.622,3.059,0.216,-0.01,3.787,1.011,0.828,6.207,1.577,4.555,3.043,-0.08,-1.756,0.897,1.203,1.984,-2.32,0.342,-2.102,-1.228,-2.849,3.928,4.235,0.309,-1.098,2.167,4.192,0.753,1.84,5.88,0.635,-1.397,10.449,21.878,11.508,12.249,11.611,15.873,12.515],"base_top":[[248058,21.878],[40,17.76],[760,16.71],[27,16.474],[248068,15.873],[1919,15.753],[76,15.209],[510,14.723],[8367,14.68],[4754,14.547]]},"positions":{"tokens":[248058,198,27,1628,26343,43294,29,198,27,15704,28,12610,9090,29,198,2117,273,62,18,22,16,198,510,15704,29,198,27,15704,28,438,20932,6119,367,29,198,49931,10208,62,16,21,18,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=m","osaic",">","\n","<","parameter","=","har","bor",">","\n","map","le","_","3","7","1","\n","</","parameter",">","\n","<","parameter","=","qu","artz","_pl","um",">","\n","spr","uce","_","1","6","3","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.5311,-1.612,3.9298,0.7792,-1.9543,1.2092,0.3755,0.1038,0.0204,-0.8135,-0.0597],[-4.5821,0.1752,8.4876,15.6032,-1.5272,-1.7722,1.8183,-0.6458,0.1467,-0.7332,-0.427],[-3.8499,-1.6205,12.2831,17.7976,-2.1942,-0.3499,0.1605,-0.3527,0.0368,-0.8209,-0.0797],[-1.573,-1.3929,11.0916,16.0048,-3.1205,-1.0497,1.2961,-0.7696,-0.07,-0.4463,-0.0164],[-0.9381,-2.0156,11.0835,15.6655,-2.5348,-0.7191,-1.5632,-0.5058,0.0004,-0.8821,0.3572],[-1.632,-2.5342,9.6831,14.3548,-1.1215,-0.4018,-0.6561,-0.2956,-0.083,-1.3123,0.4541],[-4.4259,-2.0288,11.3814,21.8252,-1.4279,-1.3872,0.6032,-1.0466,0.0505,-1.4785,-0.0544],[-5.1128,-0.9669,12.372,21.4649,-1.9819,-1.4818,1.1182,-0.444,0.0706,-1.1029,-0.4299],[-4.6846,-1.0912,13.1761,18.4281,-2.0251,-1.8056,-0.4864,-0.4748,-0.173,-1.3738,-0.3691],[-1.0082,-1.3202,11.7444,17.2698,-2.9025,-1.607,3.3129,-1.0901,-0.0302,-1.0798,-0.3616],[-1.2022,-1.7272,13.5568,19.8246,-3.6878,-1.4498,-1.6067,-0.9897,0.1041,-1.4637,0.1429],[-0.5426,-1.5982,15.9285,15.8528,-2.6478,-1.7531,-2.1274,-1.2194,0.2127,-1.321,-0.4374],[-1.408,-1.6502,11.0139,18.023,1.0007,-2.2786,1.4729,-1.0691,-0.2856,-1.5957,-0.1565],[-3.9803,-2.8619,11.0407,20.1965,-1.1901,-1.3647,2.059,-0.8387,-0.069,-1.6223,-0.1703],[-2.5762,-1.9776,14.9671,18.0829,-2.0539,-0.4165,2.5691,-0.1879,0.2162,-1.2576,-0.3279],[-0.7626,-2.3229,16.6324,11.8405,-0.3425,-0.491,-0.6804,-0.3292,0.2042,-1.1878,-0.329],[-3.2867,-1.9973,13.4526,20.0564,0.3108,-0.4366,-0.7045,-1.2191,0.2116,-1.5196,0.0587],[-4.8402,-1.9127,12.1749,21.2556,-1.2893,-0.3202,1.1395,-1.38,0.1269,-1.4875,-0.0986],[-3.7288,-3.0032,15.4925,19.8987,-1.245,-1.2925,-0.4631,-0.6302,0.0669,-1.597,-0.5941],[-4.1748,-1.9941,12.0726,18.5839,1.8741,-0.8529,-0.5949,-1.2535,-0.0298,-1.3773,-0.676],[-3.4476,-2.1181,12.3382,20.9894,0.0355,-1.2977,-0.0975,-1.3761,0.2497,-1.7266,-0.2817],[-4.7314,-2.3024,11.1855,19.4628,-1.0645,-1.3266,1.3503,-0.5691,-0.046,-1.4274,-0.2417],[-4.8618,-1.4552,12.3515,18.6897,-2.0709,-0.9405,0.7473,-0.5963,0.1008,-1.3162,-0.5954],[-3.3221,-0.1687,11.4478,17.4277,-1.8938,-0.7977,1.4676,-0.6131,-0.0262,-0.8192,-0.498],[-5.3157,-1.4547,9.8772,21.303,-1.6182,-2.2082,0.8506,-1.1344,0.298,-1.4928,-0.2036],[-2.7658,-1.6442,11.5028,20.2121,-1.1696,-0.1351,1.1557,-0.208,0.2383,-1.1293,-0.3753],[-3.9377,-0.777,10.3599,17.8876,-1.9498,-1.0205,-0.6239,-0.694,-0.1463,-1.3144,-0.4985],[-1.3436,-1.4755,11.4439,18.788,-3.598,-1.4367,1.5862,-0.8953,0.0528,-1.2219,-0.3665],[-1.5616,-2.0282,12.5921,19.4523,-4.3856,-0.6564,-1.9445,-0.8502,0.2033,-1.5605,0.0065],[-0.7408,-1.9618,14.3035,16.1051,-3.2315,-0.7551,-1.8639,-1.1715,0.2583,-1.4955,-0.5095],[-2.287,-1.6052,11.3134,19.0248,-1.5901,-0.9386,0.7403,-1.1365,-0.0513,-1.1774,-0.3075],[-2.5833,-1.6565,11.0482,21.0333,-2.4679,-0.7906,0.0981,-1.2207,-0.136,-1.8416,0.0265],[-2.807,-1.9839,11.7599,20.2549,-2.2826,-1.3519,0.6573,-0.7128,-0.3068,-1.4573,-0.1654],[-4.5357,-2.5604,12.8089,22.3986,-1.5186,-2.0613,0.2129,-0.6624,0.0372,-1.7447,-0.1207],[-3.4321,-1.5236,16.0779,20.2805,-3.4079,-0.6478,1.8804,-0.1278,0.2664,-1.4443,-0.2174],[-0.3546,-0.6947,19.2988,14.7457,-1.1254,-0.9335,-1.7298,-0.6836,0.2444,-1.4442,-0.1907],[-3.6368,-1.4003,12.3777,19.2551,-0.6719,-0.6599,1.1476,-1.21,-0.1333,-1.0439,0.0893],[-4.2056,-1.2249,12.393,21.7779,-1.264,-0.4352,0.7766,-1.4398,0.2389,-1.743,-0.0614],[-3.3316,-2.802,15.7688,20.8494,-1.2837,-1.0987,-1.0141,-0.5191,0.0264,-1.5091,-0.7708],[-3.0106,-2.489,13.3199,20.502,-0.9911,-2.8192,-1.2462,-1.373,-0.0777,-1.6209,-0.3447],[-4.5718,-2.3387,12.1864,20.6493,-0.4529,-2.5559,1.1754,-1.2102,0.2379,-1.7474,-0.2109],[-3.4301,-1.2333,11.2665,19.8435,-0.7746,-1.3601,1.2717,-0.68,0.1546,-1.613,-0.2656],[-4.296,-1.3351,12.1709,19.4069,-1.8418,-0.8039,0.6493,-0.5596,0.2581,-1.2609,-0.598],[-3.6437,-0.0981,11.1041,18.2044,-1.9663,-0.9354,1.3207,-0.3928,0.1083,-0.5785,-0.5865],[-3.3629,0.2473,8.7333,20.4455,-0.6881,-2.3536,1.2198,-0.5413,0.4692,-1.0959,-0.1534],[-4.5002,-2.1828,9.5262,19.7384,-0.8861,-0.5993,3.0224,0.0314,0.0725,-1.1556,-0.6374],[-4.2656,0.1957,10.6245,16.894,-0.9655,-0.7079,0.1423,-0.5818,-0.0193,-1.1415,-0.2388],[-3.9537,-0.5556,10.8943,17.9969,-1.9243,-0.8922,-0.5208,-0.8557,0.2361,-0.9967,-0.4944],[-4.3865,-0.1333,5.994,12.9924,-0.6343,-1.4811,1.8485,-1.2905,0.2308,-0.8104,-0.182],[-4.0327,-2.8349,10.0414,16.6237,-0.9037,-0.4963,3.3804,0.053,0.3015,-1.0618,-0.2628],[-4.7753,-0.2827,8.3396,13.0626,-1.7818,-1.2328,0.2225,-1.0538,-0.0763,-1.1045,0.0866],[-3.5438,-0.0132,8.6795,12.8319,-1.8318,-0.2776,-1.5875,-1.1209,-0.0608,-1.5587,0.1161]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=mosaic>\n<parameter=harbor>\nmaple_371\n</parameter>\n<parameter=quartz_plum>\nspruce_163\n</parameter>\n</function>\n</tool_call>","n_tokens":52,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=mosaic>\n<parameter=harbor>\nmaple_371\n</parameter>\n<parameter=quartz_plum>\nspruce_163\n</parameter>\n</function>\n</tool_call>","n_tokens":52,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=mosaic>\n<parameter=harbor>\nmaple_371\n</parameter>\n<parameter=quartz_plum>\nspruce_163\n</parameter>\n</function>\n</tool_call>","n_tokens":52,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=mosaic>\n<parameter=harbor>\nmaple_371\n</parameter>\n<parameter=quartz_plum>\nspruce_163\n</parameter>\n</function>\n</tool_call>","n_tokens":52,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0098-renamed-611403","set":"renamed_B","cohort":"no_tool","family":"access_control","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to give a member access to a group. Do not access or change stored data.\nGroup identifier: \"063\". Member identifier: \"maple_205\".\nUnrelated archived note: cedar_696, reference 083. These are not inputs to this request.","tools":[{"function":{"description":"Remove a member access to a group. Inert synthetic operation.","name":"meadow","parameters":{"additionalProperties":false,"properties":{"harbor":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"orbit":{"description":"Member identifier","type":"string"},"velvet":{"description":"Group identifier","type":"string"}},"required":["orbit","velvet"],"type":"object"}},"type":"function"},{"function":{"description":"Give a member access to a group. Inert synthetic operation.","name":"lumen","parameters":{"additionalProperties":false,"properties":{"harbor":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"orbit":{"description":"Member identifier","type":"string"},"velvet":{"description":"Group identifier","type":"string"}},"required":["orbit","velvet"],"type":"object"}},"type":"function"}],"prompt_tokens":613,"decision":{"rms":0.37455883454947125,"sumsq":143.66036023199558,"hb":[-0.12547,-0.04333,-1.49154,-0.01441,-1.03917,0.28455,-0.33961],"lse":22.191358944969,"logits":[14.53,14.19,14.489,13.744,12.323,12.854,9.442,11.638,9.482,11.157,9.276,16.097,13.777,9.588,14.874,12.471,10.598,10.198,16.093,10.845,20.248,11.658,13.024,15.3,12.736,12.825,11.899,9.155,11.239,9.876,8.581,14.161,15.965,10.321,12.515,10.251,9.215,12.647,9.683,9.428,13.412,9.121,8.557,12.896,5.723,6.04,5.22,12.713,5.708,16.123,6.096,7.825,9.594,7.99,7.55,6.208,8.884,11.974,12.351,6.193,6.738,16.455,2.382,7.989,8.879,11.349,7.154,11.499,0.313,18.371,8.976,9.097,9.69,-0.248,15.259,3.58,10.586,7.137,11.185,13.388,10.094,8.648,10.47,11.508,11.416,7.528,7.329,4.222,11.672,12.267,-0.79,5.95,20.134,9.193,6.114,8.856,14.641,-5.943,-1.334,4.691,10.107,8.163,1.203,8.954,1.985,14.689,13.143,3.797,6.225,12.082,6.179,10.345,8.959,6.555,9.21,12.686,18.759,8.431,8.395,10.266,14.261,11.965,15.751,16.144,17.673,12.735,2.765,11.747,9.537,9.095,4.516,10.281,2.265,9.199,8.696,7.408,5.966,15.73,3.634,8.639,8.171,17.565,15.241,6.707,5.7,8.55,14.362,0.296,17.605,3.074,-2.702,10.732,7.697,6.626,6.523,8.966,8.261,10.32,9.914,9.644,10.341,4.689,10.447,-0.981,10.099,5.491,10.171,5.82,-4.403,9.607,13.61,13.867,15.2,7.179,6.745,7.444,8.806,8.635,13.463,8.051,10.247,5.373,4.037,3.726,9.388,17.218,8.079,12.202,-0.784,11.211,11.817,6.165,16.033,11.33,5.694,7.723,10.045,16.065,9.999,2.608,9.245,12.994,6.222,1.002,12.944,9.631,11.828,8.29,4.712,12.893,3.483,15.954,16.13,2.044,9.534,4.5,-4.397,3.124,3.572,4.54,10.969,5.328,10.728,3.799,0.543,7.104,9.816,6.763,0.05,4.611,11.012,-1.757,3.065,7.352,11.05,9.147,5.06,12.213,7.184,11.632,5.433,2.974,4.943,3.852,5.083,11.425,-1.075,-1.256,9.476,8.302,2.43,10.692,11.262,12.777,7.436,-1.795,12.293,12.265,8.516,14.238,9.648,12.87,5.002,0.632,4.317,9.306,1.938,10.981,5.877,16.395,0.932,1.497,1.511,2.14,2.05,10.313,9.655,7.024,8.767,3.027,12.784,10.523,0.895,7.496,8.944,10.335,-3.201,9.612,13.032,14.222,8.799,9.05,13.667,8.963,8.871,8.681,9.317,12.109,14.852,9.777,13.569,6.016,5.099,11.329,7.005,6.5,8.105,11.951,-1.115,11.062,9.045,5.234,15.442,5.969,-1.611,-0.895,10.356,7.182,-4.025,-0.284,3.784,9.289,7.775,7.246,8.576,12.129,-3.729,-1.907,9.4,10.512,17.825,9.305,1.973,13.677,13.935,3.024,11.294,3.456,5.51,8.212,2.719,9.804,14.725,11.058,8.845,5.289,8.332,4.48,6.193,2.832,12.044,4.96,-1.18,3.83,7.697,13.487,7.789,13.351,12.025,8.521,0.585,6.79,1.149,1.599,14.285,11.244,11.176,5.797,3.54,4.444,11.863,12.965,0.696,6.652,12.723,2.8,8.915,12.816,10.111,16.68,2.336,-0.468,14.007,3.328,8.145,4.434,1.892,4.155,9.08,13.093,3.713,12.919,6.361,14.518,0.702,12.271,9.499,3.926,1.413,3.724,4.706,-3.563,6.428,5.441,11.866,2.407,9.489,12.908,-1.662,2.806,10.956,8.702,3.71,4.661,10.698,10.77,-0.109,10.86,6.962,10.738,8.075,10.611,2.532,6.771,4.225,10.354,2.979,1.856,18.132,0.165,13.121,8.19,3.632,4.932,2.559,5.659,7.566,7.425,12.283,15.218,10.085,8.4,7.8,5.286,1.502,6.539,11.394,4.176,12.047,1.971,8.821,2.131,12.832,-0.538,3.737,1.496,10.75,7.394,6.727,0.87,1.811,14.427,9.954,5.866,8.462,2.24,0.87,2.958,7.377,6.807,8.622,14.486,8.502,-0.747,4.029,1.426,2.347,8.69,7.188,2.403,10.83,6.369,12.785,1.791,7.752,11.376,-0.109,9.913,17.184,11.336,4.886,7.303,7.12,9.239,7.157,8.233,13.509,1.906,8.906,0.918,8.345,5.163,6.067,9.134,1.924,6.041,-0.174,7.436,12.665,14.379,5.191,11.192,1.44,6.649,12.927,2.817,8.004,14.971,8.476,8.125,10.306,2.125,2.728,-1.695,6.148,8.768,3.796,-2.524,2.206,16.281,6.489,7.71,4.111,2.799,5.003,6.785,7.633,4.159,4.458,8.382,8.067,4.362,0.328,10.536,-2.518,6.576,14.205,10.174,5.606,5.129,1.217,6.679,0.477,0.967,8.848,10.756,4.688,12.705,2.327,8.733,9.681,3.205,-1.078,3.711,9.441,13.725,12.566,6.339,12.93,3.357,0.428,5.619,6.738,11.546,0.977,2.989,-1.723,8.947,7.806,2.0,3.755,6.358,11.258,-0.424,3.706,1.637,8.112,2.125,8.281,-0.121,12.217,10.367,-2.192,5.624,9.168,0.431,3.114,2.533,5.053,11.8,3.201,9.111,8.241,3.827,11.875,10.686,3.944,-2.26,-3.052,-0.882,8.576,10.985,6.458,9.676,-2.146,5.168,2.744,7.88,6.734,8.736,10.873,6.473,6.585,3.79,6.087,13.084,9.287,11.075,-1.719,4.762,7.658,2.565,1.736,5.455,8.289,13.392,8.287,-0.772,1.59,9.045,9.877,1.409,6.007,9.124,7.58,9.865,7.221,-3.588,5.403,5.636,0.366,5.249,10.494,11.265,0.851,-0.123,0.991,13.122,-0.077,5.197,10.558,6.089,7.11,11.114,2.584,4.807,8.843,-0.064,6.718,13.745,-4.766,1.939,2.871,7.008,1.445,9.231,9.061,2.448,0.075,2.76,3.554,2.468,7.462,8.17,3.816,2.355,0.984,10.517,6.653,9.286,6.378,14.995,15.507,10.22,5.872,6.094,1.068,4.194,8.608,1.725,6.819,4.13,1.373,-0.639,12.974,-0.975,9.433,3.468,2.277,5.961,10.197,0.304,11.324,12.436,3.415,3.003,7.14,6.959,1.854,3.926,3.79,1.461,5.115,1.261,3.525,9.753,-1.933,8.74,8.546,5.724,5.861,1.13,3.709,7.88,2.905,9.217,10.653,1.166,11.552,4.487,3.874,6.5,7.59,3.884,10.79,0.861,2.736,5.603,9.616,1.448,0.133,12.346,0.833,0.786,6.788,1.142,-4.991,2.115,8.827,1.283,3.433,0.116,3.154,11.021,6.693,2.68,-1.918,2.997,-1.438,1.373,0.479,-2.778,4.726,11.639,1.253,2.294,7.014,6.892,0.64,8.647,14.055,-0.868,6.202,16.195,5.556,4.64,9.345,-2.25,6.188,0.659,10.611,1.096,1.675,4.822,2.543,1.512,-1.71,1.067,2.247,3.265,4.664,4.897,1.527,6.793,3.434,1.707,-0.093,-2.183,1.097,-0.718,3.333,1.354,2.887,2.275,3.56,1.912,6.811,2.765,-1.025,-2.097,1.637,2.301,2.447,4.252,1.23,5.734,-1.5,4.029,2.497,-0.158,1.137,-3.228,0.787,4.515,0.297,0.614,1.616,-2.125,2.424,10.021,9.032,3.272,2.247,1.922,4.898,3.354,1.812,-1.866,1.944,2.617,0.081,2.962,4.408,-2.273,3.055,-1.059,2.623,-0.001,3.082,-1.168,-1.169,3.259,1.649,-1.271,1.944,1.877,0.975,-0.397,0.512,-2.717,0.985,0.018,2.462,2.064,2.839,0.903,0.995,2.733,2.568,-2.188,0.481,0.494,1.84,0.948,2.638,2.662,2.521,1.252,0.511,-2.124,5.244,4.208,2.167,0.93,0.89,3.398,1.143,0.618,-0.63,-1.849,-1.52,3.483,-3.234,3.501,0.502,4.103,1.995,2.273,3.825,4.783,0.941,3.085,0.578,0.979,0.349,0.06,1.25,-0.695,0.907,3.061,-4.464,-4.0,4.594,1.528,0.408,2.779,2.25,4.003,-1.046,5.639,0.194,2.86,1.026,0.956,1.657,-3.721,5.845,1.862,1.788,2.785,-1.072,-0.793,2.04,4.657,0.933,-0.314,0.559,2.563,-1.348,1.036,3.401,0.215,3.63,0.873,0.103,0.815,-1.098,0.393,0.043,-4.771,4.977,-0.994,2.527,1.689,0.851,-0.526,3.254,2.412,3.426,-2.984,2.226,2.37,-1.194,0.931,-0.553,2.49,-0.4,1.233,6.12,0.784,1.8,3.755,5.369,1.682,3.157,-1.22,2.916,1.018,1.328,0.225,-3.106,-0.116,2.983,3.783,0.607,3.286,0.603,5.554,0.911,3.976,1.51,2.202,3.578,-1.188,0.651,4.059,-1.981,0.92,-1.192,0.526,0.458,-2.181,2.266,0.921,3.972,-3.675,4.189,4.006,-1.547,0.499,3.811,2.288,1.907,2.799,2.231,3.157,-3.23,9.491,21.51,6.276,10.844,9.125,16.099,12.13],"base_top":[[248058,21.51],[40,20.248],[1206,20.134],[1919,18.759],[760,18.371],[21365,18.132],[12189,17.825],[2064,17.673],[2665,17.605],[2523,17.565]]},"positions":{"tokens":[248058,198,27,1628,39287,26994,29,198,27,15704,28,12610,9090,29,198,6449,198,510,15704,29,198,27,15704,28,71813,29,198,2117,273,62,17,15,20,198,510,15704,29,198,27,15704,28,861,16612,29,198,15,21,18,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=l","umen",">","\n","<","parameter","=","har","bor",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=","orbit",">","\n","map","le","_","2","0","5","\n","</","parameter",">","\n","<","parameter","=","vel","vet",">","\n","0","6","3","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.12,-1.5201,0.8344,1.2729,-2.5409,0.4557,0.5606,0.0408,0.0698,-0.7354,-0.0884],[-3.6685,0.4731,7.4801,14.6045,-1.1716,-1.5932,1.4286,-0.8992,0.1349,-0.6154,-0.3268],[-3.6155,-0.9872,10.6254,17.0604,-1.8253,0.325,-0.8848,-0.3506,0.1646,-0.7956,-0.3224],[-2.2838,-1.5138,10.5971,17.4499,-2.3005,0.5886,0.4639,-0.8836,0.1386,-0.4622,-0.1594],[-1.3132,-1.5169,10.6299,17.5493,-3.0118,0.312,-2.3485,-0.7345,0.2121,-0.9057,0.0307],[-2.3483,-2.525,12.5165,20.2019,-2.5487,-2.1971,-0.1041,-1.0069,0.1637,-0.7382,0.0437],[-3.7413,-1.4892,10.9216,21.9569,-2.456,-1.1328,-0.0221,-1.0507,0.2916,-1.1662,0.1399],[-4.5708,-0.0065,11.168,20.7275,-3.5199,-1.6783,0.8498,-0.4461,0.2393,-0.7163,-0.1936],[-4.3921,-0.7801,11.1732,16.7591,-2.3071,-0.9148,-0.6673,-0.3447,-0.1897,-1.146,-0.1591],[-1.0857,-1.2729,10.6029,16.4975,-4.4482,-0.3718,2.331,-0.7758,-0.1372,-0.944,-0.14],[-1.0455,-1.1442,11.3035,17.1108,-5.1023,-0.9423,-1.8733,-0.8465,0.0719,-1.2767,0.5059],[-0.3078,-1.152,14.5124,14.9745,-3.8251,-1.431,-2.3651,-1.2999,0.2844,-1.0938,-0.1533],[-0.549,-0.8143,11.0161,18.0335,0.7638,-1.9808,1.3599,-1.084,-0.0601,-1.259,-0.2151],[-2.9641,-1.7874,10.9002,22.1169,-1.2809,-2.9452,0.7659,-0.8384,-0.0468,-1.6326,-0.0519],[-2.1026,-0.9964,12.9785,20.9022,-2.6893,-2.2448,1.5024,-0.1675,-0.0137,-1.351,-0.1733],[-0.7171,-1.0183,16.5411,17.7283,-1.7807,-2.1784,-1.0538,-0.5986,0.0192,-1.4355,-0.1744],[-3.9622,-1.1069,10.6995,23.4711,-2.2941,-2.1421,1.5661,-0.6056,0.1751,-1.469,-0.2485],[-4.5713,-1.4376,12.6946,20.3163,-3.02,-0.7785,0.5078,-0.6894,0.0766,-1.4115,-0.5611],[-2.3787,-0.3747,10.7989,15.7192,-2.3336,-0.5513,1.1594,-0.6798,0.0227,-0.9453,-0.5786],[-4.8909,-0.372,8.8398,20.0455,-2.7664,-1.5357,0.8757,-0.8155,0.1976,-1.1864,-0.0294],[-2.5207,-0.9512,11.4399,21.5602,-3.2584,-1.0891,1.3314,-0.1265,0.4579,-0.8913,-0.2575],[-4.6478,-0.9219,10.9342,18.583,-3.4551,-0.5785,-0.2002,-0.3551,-0.1012,-1.0566,-0.2357],[-1.7088,-1.5169,10.5941,18.1472,-4.9643,0.3131,1.7104,-0.5236,-0.0894,-0.8318,-0.1188],[-1.3151,-1.1817,9.7818,14.1196,-5.5424,0.2235,-1.5284,-0.6238,0.1776,-1.0896,0.566],[-0.544,-1.2103,13.9138,15.1953,-4.7863,-0.1474,-1.9348,-1.2228,0.3188,-1.0184,-0.1201],[-3.8559,-1.5308,11.8413,21.4923,-2.0858,-1.8049,1.141,-0.9158,0.0748,-1.6621,0.087],[-2.8186,-0.5728,15.538,19.0616,-2.9526,-0.9418,2.3805,-0.4852,0.2677,-1.2082,-0.0847],[-0.7513,-0.6821,17.8195,14.4688,-1.4484,-0.9622,-0.8109,-0.6744,0.2519,-0.9279,-0.0048],[-2.8103,-1.1498,14.0443,21.0079,-0.4967,-0.9142,-0.5547,-1.2705,0.2885,-1.2709,0.0638],[-3.9135,-1.1049,12.6652,22.4313,-1.9466,-0.4016,1.1221,-1.4381,0.3024,-1.2655,0.0122],[-2.2677,-2.2704,16.0431,20.9218,-1.654,-0.9853,-0.0991,-0.588,0.2115,-1.4476,-0.6227],[-2.8457,-1.4893,13.2218,21.4639,-0.8314,-1.3437,-1.1243,-1.306,-0.0584,-1.5136,-0.4131],[-3.1136,-1.1572,13.3682,21.6231,-0.9385,-3.0128,-0.745,-1.2744,0.3467,-1.3189,-0.3196],[-3.8094,-0.8305,12.2037,21.4778,-2.3238,-1.5981,0.1565,-0.9183,0.1425,-1.4258,0.0087],[-4.5887,-1.0957,13.5558,20.266,-2.5721,-1.2706,0.2767,-0.5391,0.3208,-1.22,-0.405],[-2.9698,-0.0316,11.5714,17.3512,-2.135,-1.2415,1.0635,-0.6253,0.1861,-0.949,-0.5094],[-4.0205,-0.2335,10.5501,21.1165,-2.0235,-2.0669,0.1035,-0.9773,0.244,-1.2729,-0.1116],[-2.2125,-0.4844,12.6395,21.6397,-2.8825,-0.8801,0.9902,-0.5302,0.221,-1.1124,-0.1551],[-4.4696,-0.7061,11.7131,18.9861,-1.9713,-0.8148,-0.5184,-0.5719,-0.0693,-1.185,-0.279],[-0.4904,-0.48,10.7273,17.6694,-4.2139,-0.8774,1.541,-0.731,-0.075,-0.9339,-0.2349],[-1.439,-0.8063,12.1831,18.1389,-4.4539,-0.749,-1.9294,-0.6334,0.1338,-1.1251,0.4777],[-0.002,-0.5569,16.6648,15.8236,-3.9537,-1.3788,-2.7654,-0.9674,0.35,-1.1565,-0.2316],[-2.6505,-1.2276,12.3741,17.5136,-0.692,-0.4071,-0.6492,-0.6315,-0.0105,-0.9667,0.2645],[-4.5573,-1.0641,11.3,22.8476,-2.4851,-1.5488,-0.1051,-0.9708,-0.0481,-1.6117,0.0248],[-3.0223,-0.5458,13.2615,20.7375,-3.4377,-0.6471,1.0474,-0.7754,0.2018,-1.1292,-0.0965],[-1.256,-0.4332,17.209,17.2414,-2.2117,-0.7671,-1.6214,-0.783,0.0926,-1.0851,-0.2445],[-3.1328,-1.7305,14.0327,21.5563,-0.7851,-2.283,0.0244,-0.9854,0.1957,-1.2747,-0.3991],[-4.1626,-2.2111,12.5936,20.9936,-1.0375,-2.1762,0.3472,-1.0404,0.2932,-1.6515,-0.2945],[-3.7422,-1.0235,11.8894,21.4823,-1.0443,-1.7789,0.1847,-0.9442,0.2918,-1.4598,-0.265],[-4.1438,-1.6578,12.4947,19.4761,-1.4083,-1.7639,0.6268,-0.8021,0.4252,-1.2953,-0.6618],[-2.3346,-0.3032,11.9965,18.6616,-2.5556,-0.7135,0.5828,-0.7038,0.1446,-0.8262,-0.6932],[-3.563,-0.1754,8.7075,19.9674,-0.5677,-2.5452,0.5262,-0.6472,0.3947,-1.1514,-0.2475],[-4.4463,-1.375,11.0269,21.8107,-1.1529,-2.1004,2.1411,-0.4339,0.2868,-1.2033,-0.2178],[-4.3809,-0.3865,11.3396,18.7786,-1.1616,-0.9455,-0.2463,-0.6207,0.0376,-0.9571,-0.3127],[-3.5324,-0.8176,10.1506,16.2124,-2.0058,-0.6292,-0.5767,-0.8098,0.227,-0.8999,-0.3823],[-4.1838,-0.3637,5.6729,13.2412,-0.3797,-1.5894,2.0071,-1.1864,0.234,-0.8364,-0.0658],[-4.5239,-2.6189,10.2797,18.3938,-0.5419,-1.3352,2.6425,0.1379,0.4327,-0.8367,-0.1525],[-4.5097,0.3162,8.676,12.8833,-1.6017,-1.1965,-0.496,-0.9359,-0.0157,-1.0679,0.1527],[-3.0386,0.1718,9.4101,13.4805,-1.4781,-0.3643,-1.5587,-1.0522,-0.0026,-1.4063,0.2301]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=harbor>\nbrief\n</parameter>\n<parameter=orbit>\nmaple_205\n</parameter>\n<parameter=velvet>\n063\n</parameter>\n</function>\n</tool_call>","n_tokens":59,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0091-renamed-611403","set":"renamed_B","cohort":"need_clarification","family":"reservation_lifecycle","action":"clarify","ambiguous":false,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: cancel the reservation for a resource and slot.\nResource identifier: \"birch_119\". Slot number: not provided.\nUnrelated archived note: birch_876, reference 015. These are not inputs to this request.","tools":[{"function":{"description":"Reserve a resource for a slot. Inert synthetic operation.","name":"sable","parameters":{"additionalProperties":false,"properties":{"cipher":{"description":"Resource identifier","type":"string"},"fern":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"parcel":{"description":"Slot number","type":"integer"}},"required":["cipher","parcel"],"type":"object"}},"type":"function"},{"function":{"description":"Cancel the reservation for a resource and slot. Inert synthetic operation.","name":"fern_marble","parameters":{"additionalProperties":false,"properties":{"cipher":{"description":"Resource identifier","type":"string"},"fern":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"parcel":{"description":"Slot number","type":"integer"}},"required":["cipher","parcel"],"type":"object"}},"type":"function"}],"prompt_tokens":592,"decision":{"rms":0.36880261526372177,"sumsq":139.27871388196945,"hb":[-0.05872,-0.03417,-1.16958,0.03359,-0.63889,0.05457,-0.31173],"lse":22.314369422474147,"logits":[11.897,14.127,11.51,11.19,11.455,9.492,7.674,7.893,10.442,11.031,9.158,15.676,10.769,9.519,14.218,10.288,7.16,8.865,8.872,9.955,20.091,8.031,11.358,14.933,13.577,10.073,9.791,9.403,11.472,7.964,9.419,12.833,13.037,7.219,12.19,8.238,7.292,10.57,6.544,8.463,11.444,5.94,8.026,11.444,3.137,7.265,0.433,10.056,5.324,13.982,2.139,7.949,7.465,8.163,6.27,5.567,7.287,12.02,11.425,6.738,5.893,12.934,1.504,6.607,7.904,10.581,5.084,9.285,1.989,17.685,12.031,10.49,9.276,3.133,6.081,4.42,7.731,7.64,10.127,8.534,7.7,9.389,7.163,6.61,8.235,8.93,8.777,3.14,8.461,10.223,-0.753,4.272,15.559,9.628,7.111,5.037,11.277,-3.023,1.569,2.222,6.228,6.508,0.269,9.677,1.505,13.292,9.026,3.945,5.746,9.155,5.783,10.108,5.093,5.433,6.495,9.77,15.302,4.699,5.579,10.835,10.437,7.94,11.217,13.406,12.866,11.117,4.364,9.125,7.564,7.372,-0.058,7.531,3.454,5.279,9.596,11.297,6.536,13.663,4.076,6.594,6.822,14.642,13.586,4.046,2.446,6.602,11.073,-2.342,16.048,1.261,-4.046,9.371,6.803,6.541,2.263,10.326,6.353,6.193,4.919,8.333,7.026,4.171,8.428,-0.58,6.198,3.386,10.094,7.856,-5.288,12.135,10.963,11.042,12.324,4.125,6.994,8.169,14.167,4.877,11.151,7.805,5.545,2.259,5.072,2.947,7.891,16.472,5.14,9.99,1.107,10.208,9.34,2.397,11.595,10.583,7.686,4.37,8.017,12.694,7.621,2.879,6.1,11.425,4.409,1.651,11.187,6.878,13.577,12.107,3.55,9.964,1.805,12.733,14.929,3.625,7.582,3.905,-2.969,6.497,1.935,1.88,11.58,7.391,7.193,3.748,-1.794,6.55,10.802,2.312,-0.387,2.274,12.064,-0.181,1.649,6.308,9.698,10.206,4.838,7.682,4.169,8.486,7.364,1.18,4.816,3.8,5.682,12.155,-1.181,-0.985,10.46,7.787,0.181,13.385,8.582,8.442,3.138,2.708,10.007,14.139,6.031,11.483,12.623,9.806,4.988,0.937,4.43,10.261,1.91,7.905,4.483,12.702,-0.022,1.937,-0.154,0.579,1.484,10.702,7.796,3.483,5.741,0.795,16.707,7.5,-1.587,6.161,2.278,12.46,-1.597,10.462,9.548,10.498,9.26,3.751,11.037,11.35,7.37,9.116,12.21,10.408,12.841,4.986,11.428,7.152,4.957,9.046,5.781,4.171,9.461,11.876,1.892,8.468,7.459,3.962,14.699,2.572,-2.21,0.48,7.04,4.986,-2.385,2.738,1.873,7.169,7.578,6.631,6.184,10.306,-4.304,-4.445,7.381,9.744,16.176,7.191,1.41,10.037,14.243,4.51,9.776,1.675,2.989,4.213,-1.531,10.379,11.913,12.13,7.677,7.226,7.497,10.071,8.764,7.309,14.383,3.112,-0.558,3.75,11.695,12.91,4.636,12.485,7.596,8.774,-0.412,3.578,-0.199,-0.569,13.323,13.741,10.918,5.425,1.678,5.866,6.898,11.439,0.165,6.391,10.379,4.108,4.1,10.705,8.777,13.554,3.12,-2.48,12.88,1.947,7.443,4.044,1.349,4.13,13.472,14.286,1.347,13.488,4.492,12.754,-1.405,10.085,7.185,2.21,1.25,4.06,5.51,-2.547,3.973,0.428,8.975,-0.62,7.771,13.529,-2.299,1.717,8.396,5.897,4.658,4.772,7.694,8.919,0.499,11.201,5.96,7.884,7.296,9.325,1.886,8.7,3.673,7.701,2.149,0.744,13.637,-1.928,12.583,9.105,7.24,8.233,1.568,7.207,7.344,5.464,16.208,12.097,8.172,11.653,6.02,6.584,0.166,6.738,9.474,0.741,9.193,2.605,6.305,3.539,9.078,1.354,5.429,3.259,9.507,3.402,4.241,-0.725,0.955,10.639,10.454,5.599,10.523,3.777,-1.038,2.74,6.851,8.404,7.316,11.977,5.998,-1.699,2.589,0.347,-0.228,6.913,2.957,1.821,12.4,4.101,8.871,-0.949,7.239,9.454,-0.485,8.651,16.438,7.752,6.27,9.542,4.941,11.98,5.116,3.726,13.45,0.757,5.332,1.294,7.631,1.04,2.809,4.956,1.444,4.698,-0.591,3.095,7.783,12.67,3.857,7.392,-1.928,6.286,8.001,3.05,10.069,12.256,8.768,6.158,6.452,-0.22,-0.339,-3.1,5.216,5.863,3.112,-1.807,0.382,7.146,3.307,4.015,3.251,4.081,6.463,4.806,7.415,3.111,2.27,7.351,4.226,5.649,1.02,13.015,0.691,7.002,11.102,6.643,3.996,5.551,0.737,4.185,-1.963,0.248,11.078,7.249,5.051,10.497,7.16,6.555,5.84,4.125,-2.351,3.076,6.447,9.987,8.493,2.995,7.554,4.638,-0.533,2.13,8.865,8.303,0.805,7.974,-3.497,4.278,7.756,2.19,2.442,6.923,13.429,-0.453,3.409,1.632,5.687,0.7,8.697,0.269,9.534,11.854,-4.051,4.866,15.073,-1.627,4.252,0.911,9.689,11.824,6.036,5.818,6.037,3.199,10.359,8.098,-0.626,-3.059,-4.998,0.04,5.699,13.544,8.314,6.574,-2.661,7.512,4.643,8.567,5.506,6.165,9.241,8.489,4.528,2.938,3.286,10.55,4.398,9.281,-2.489,4.128,6.328,0.62,5.325,2.636,8.384,10.1,6.69,0.853,0.176,8.036,7.12,-0.407,5.584,7.282,5.762,7.111,5.821,-4.556,5.244,3.021,-1.006,3.16,6.885,7.109,-0.696,3.554,-2.842,12.529,-1.175,6.081,6.892,3.779,4.683,9.026,2.144,5.01,6.196,-1.274,3.901,9.416,-4.251,-0.322,3.02,3.265,0.122,3.168,5.777,7.538,0.741,2.152,3.864,2.458,7.383,8.761,-0.735,0.697,1.141,9.302,4.445,7.959,4.244,7.123,11.098,6.225,4.478,3.969,-2.018,1.781,5.549,0.656,5.378,3.659,2.989,0.201,11.291,-2.91,4.942,6.676,1.172,4.039,8.153,-1.184,7.643,9.271,4.007,0.983,9.059,8.339,4.123,4.39,5.734,1.119,4.767,-0.041,3.418,5.344,-1.754,5.646,6.04,4.109,4.501,4.293,1.517,9.211,-1.158,8.696,7.733,3.225,10.313,4.738,3.378,6.566,4.032,2.886,5.92,1.13,4.254,3.139,6.183,1.696,-2.122,8.161,4.527,1.108,5.942,0.289,-4.079,0.807,14.391,1.505,6.06,-2.898,2.443,7.523,5.089,1.533,1.261,1.035,-0.208,0.5,-0.897,-2.748,3.54,8.243,1.312,-1.137,2.408,5.85,-0.15,4.84,11.665,-3.13,6.616,4.545,2.659,8.636,7.766,-1.429,2.93,1.989,9.987,1.187,0.216,3.575,1.015,-4.19,-2.668,-1.124,0.16,0.172,1.098,4.357,-0.205,7.277,3.412,1.898,-4.233,-1.837,-2.941,1.283,3.178,1.928,6.018,-0.063,4.474,2.456,6.108,1.143,-0.56,-0.925,-1.584,3.664,1.211,5.561,3.451,3.945,-0.101,2.589,1.829,2.69,0.821,-3.205,1.095,1.679,-0.327,-0.254,1.064,-2.941,0.716,10.338,8.668,2.219,2.5,1.746,5.606,4.986,-1.68,0.403,2.847,0.906,-0.996,0.017,-0.598,-4.37,5.183,-1.606,1.318,-0.086,1.227,-0.33,-2.102,3.887,-1.701,0.792,0.264,0.41,0.882,-1.231,-1.234,-2.292,1.753,-0.369,-0.646,1.177,1.097,0.157,0.975,4.649,1.864,-1.306,0.074,-0.533,2.42,0.171,2.73,3.302,3.084,2.705,-1.682,-4.231,7.213,2.745,0.583,3.167,2.067,4.155,-0.052,-0.7,0.873,-0.977,-3.162,4.874,0.527,2.167,1.693,5.362,0.725,2.559,3.737,2.922,-0.512,3.507,-2.637,0.684,-1.158,-0.628,1.79,-0.586,0.632,1.851,-3.233,-4.064,3.887,0.068,-0.839,0.113,1.799,4.927,-1.95,5.108,0.851,2.343,1.401,0.832,1.186,-3.659,3.395,1.826,1.672,2.867,-1.74,0.035,2.592,3.196,-0.9,3.999,2.024,2.551,0.157,-1.695,2.57,0.912,5.279,2.165,0.333,3.681,-2.065,0.422,-0.435,-0.584,3.06,-2.046,1.244,1.077,-0.26,2.462,0.755,2.354,4.6,-0.25,0.145,2.352,0.359,0.765,0.677,2.996,-0.157,-0.835,7.236,1.041,3.611,3.571,9.025,-0.245,4.266,-1.337,1.896,-0.159,-0.23,-1.421,0.044,-2.683,0.913,5.816,-1.008,2.092,2.07,2.452,-0.497,1.037,2.193,-0.118,4.586,-0.52,4.406,4.159,-1.658,-2.188,-0.931,0.318,-2.261,-1.328,-1.068,0.692,3.755,-2.551,5.27,2.26,-1.593,-0.573,5.346,3.102,-0.302,3.163,4.542,1.25,-2.554,9.035,22.142,10.596,10.875,10.567,15.528,12.071],"base_top":[[248058,22.142],[40,20.091],[760,17.685],[8725,16.707],[3928,16.472],[27775,16.438],[22916,16.208],[12189,16.176],[2665,16.048],[27,15.676]]},"positions":{"tokens":[248058,198,27,1628,28,76041,36805,863,29,198,27,15704,18941,10245,29,198,42404,329,62,16,16,24,198,510,15704,29,198,27,15704,28,76041,29,198,6449,198,510,15704,29,198,27,15704,28,92603,29,198,1856,3766,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fern","_mar","ble",">","\n","<","parameter","=c","ipher",">","\n","bir","ch","_","1","1","9","\n","</","parameter",">","\n","<","parameter","=","fern",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=","parcel",">","\n","not"," provided","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.3073,1.6351,-1.3902,-1.1124,-2.2947,0.7883,-0.2818,-0.2719,0.1357,-0.8137,-0.1808],[-3.6774,0.9516,7.3456,14.8276,-0.7448,-1.829,1.2915,-0.79,0.1238,-0.5531,-0.3808],[-3.89,-0.3875,11.256,17.211,-1.6626,-0.2473,-0.2893,-0.1538,0.177,-0.7719,-0.1688],[-2.1581,-0.9594,9.9399,17.2671,-2.2699,-0.5154,0.9025,-0.9765,-0.0717,-0.6217,-0.2767],[-1.0613,-0.6829,11.216,18.1085,-2.346,0.0324,-1.1399,-0.6485,-0.0157,-0.9347,0.0574],[0.0801,0.1857,15.1945,15.3215,-1.9591,-1.2003,-1.1672,-0.8956,0.318,-0.9954,-0.2634],[-2.2564,-1.8042,12.1117,19.6379,-1.1461,-0.9179,-0.4002,-1.5257,0.3275,-1.6212,-0.0347],[-1.3256,-1.6246,10.9413,18.5267,0.7931,-0.1264,-0.7829,-1.0283,0.2704,-1.4843,-0.4372],[-3.9323,-1.0051,10.4242,22.1035,-1.3893,-1.7219,1.2035,-0.7027,0.0867,-1.1006,-0.0581],[-4.3116,0.6258,11.0021,21.45,-1.889,-2.4492,2.0634,-0.2085,0.09,-0.8976,-0.3573],[-4.637,0.1459,11.5211,17.5482,-1.8234,-1.8107,0.3521,-0.3281,-0.1101,-1.0648,-0.1369],[-0.7441,-0.4613,9.0633,13.6661,-2.4859,-2.122,3.9154,-0.1486,-0.1461,-0.8833,0.0402],[-1.6312,-0.3721,10.7883,16.2293,-3.3398,-2.3953,-1.0723,-0.1814,-0.0104,-1.3138,0.5453],[-1.2314,0.5675,8.4053,13.3363,-3.2122,-1.0981,0.0575,-0.5937,-0.1602,-1.057,0.0453],[-3.8062,-1.9675,12.5471,22.3273,-2.027,-2.374,0.5914,-0.6916,-0.0458,-1.5535,-0.09],[-3.1832,-1.0201,16.4268,20.0308,-3.5248,-2.0541,0.9648,-0.1439,0.1148,-1.3514,-0.2421],[-1.3013,-0.9715,20.2849,16.0409,-1.8124,-2.1383,-1.9003,-0.3196,-0.0498,-1.3847,-0.1683],[-3.7906,-1.5939,13.1586,20.3086,-1.4551,0.1504,1.8299,-0.759,0.1837,-1.2456,0.2101],[-3.6135,-0.5283,12.9657,21.9263,-1.9285,0.6018,1.245,-1.3267,0.2307,-1.8507,-0.2091],[-2.4702,-1.5449,16.0333,20.32,-1.5819,0.3184,-0.8446,-0.6987,0.047,-1.7402,-0.5985],[-2.3916,-1.7185,13.417,20.719,-1.5338,-1.3288,-1.3056,-1.3936,0.0725,-2.0161,-0.5553],[-3.0967,-1.8329,13.5749,21.6419,-1.0221,-2.357,0.0811,-1.0748,0.0261,-1.6105,-0.2195],[-3.2265,0.3069,11.6984,21.7302,-1.4806,-2.3337,1.0472,-0.6896,0.1972,-1.2931,-0.259],[-4.0138,0.178,12.848,19.957,-2.1761,-1.0224,0.3,-0.3766,0.2344,-1.1056,-0.4478],[-2.5608,0.5057,10.7867,15.9057,-1.5899,-1.1145,0.8485,-0.3491,-0.0118,-0.6733,-0.5547],[-3.2688,0.6763,8.8393,20.8197,-1.1932,-3.0064,1.0685,-1.1438,0.3608,-1.1767,-0.1578],[-2.2523,-0.3521,11.0557,21.5749,-1.7231,-0.7878,1.2977,-0.4603,0.2383,-1.0763,-0.254],[-1.8167,1.389,9.566,16.6962,-1.3549,-1.0805,0.1165,-0.7316,0.0423,-0.9903,-0.3369],[-0.6645,-0.2623,10.7912,17.8989,-2.5775,-1.4462,1.8503,-0.7983,0.0283,-0.8798,-0.3775],[-1.1325,0.1068,10.8529,18.9125,-3.5522,-0.9257,-0.9293,-0.7701,0.0416,-1.0465,0.0845],[0.1298,0.7279,13.1065,14.8624,-2.9416,-1.7187,-1.3021,-1.0146,0.2304,-0.9673,-0.4318],[-2.3955,-1.9849,11.215,22.5418,-1.6304,-2.1995,0.355,-0.7308,-0.1266,-1.4957,-0.1175],[-2.1157,-0.8163,12.5366,20.1476,-2.4473,-1.4434,1.2265,-0.224,-0.0782,-1.3494,-0.1768],[-0.308,-0.9747,15.6671,17.3831,-1.1391,-1.8088,-1.32,-0.5638,0.0062,-1.3772,-0.2989],[-2.9624,-0.1745,10.1116,22.5304,-1.4465,-1.6977,1.0605,-0.6267,0.1655,-1.4383,-0.3917],[-3.7996,-0.8866,12.1436,18.9838,-2.3021,-0.7053,1.004,-0.7275,0.2542,-1.3826,-0.685],[-2.4788,-0.1775,10.7753,15.6696,-1.6054,-0.6537,1.4594,-0.5634,0.1765,-0.6734,-0.718],[-2.8471,0.7507,8.3856,20.3415,-1.5536,-2.0689,1.1235,-1.0794,0.2079,-1.316,-0.0686],[-2.3706,0.1713,8.4932,20.1818,-1.3682,-0.7911,1.5132,-0.7427,0.2643,-1.2071,-0.3532],[-2.8445,1.1442,9.4266,16.3307,-1.6297,-0.8198,0.4319,-0.751,-0.0668,-1.18,-0.3],[-0.8705,-0.0867,10.487,17.0069,-3.3402,-0.7456,2.1284,-0.6802,0.0056,-0.7145,-0.3273],[-1.986,-0.7803,11.6026,19.5977,-4.1286,-1.5705,-1.5148,-0.6079,0.0384,-0.994,0.0671],[-0.7177,-0.1767,14.5795,18.176,-3.4324,-1.6957,-1.6405,-1.1516,0.1948,-1.2323,-0.5352],[-0.4488,0.686,8.2789,18.1684,-1.6667,-1.277,-0.1897,-0.8659,-0.1499,-1.3739,0.121],[0.5977,1.4058,9.7272,16.4407,-1.6897,-1.5766,0.4333,-0.2688,0.0011,-1.231,-0.4303],[1.5653,1.7684,14.0046,12.3218,-0.6553,-1.7318,-1.9683,0.0033,-0.0017,-1.0672,-0.4396],[-1.2353,-0.7055,9.2912,18.1731,-0.7173,-0.9014,0.0918,-0.8343,0.2939,-1.3514,-0.2129],[-0.5935,1.0648,8.0915,20.2545,-2.0629,-1.3737,0.8222,-1.1279,0.2329,-2.153,-0.1277],[-2.2965,-0.111,11.3938,17.8911,-1.4695,-0.7351,0.4045,-0.6616,0.374,-1.4204,-0.5128],[-1.9548,0.061,11.5408,17.228,-1.5201,-0.8297,0.2716,-0.6803,0.2106,-0.7295,-0.6477],[-3.2724,0.2399,7.9335,19.6487,-0.2381,-2.7579,-0.1338,-0.684,0.2869,-1.2364,-0.1917],[-1.7696,0.9086,8.571,20.4345,-1.5614,-1.5527,1.1926,-0.4276,0.4527,-1.2177,-0.5503],[-3.254,1.2736,10.5123,16.9588,-0.3529,-0.4158,-0.5875,-0.4405,0.0607,-1.1227,-0.1982],[-3.0929,0.1199,10.3502,16.4755,-1.378,-0.8517,-1.2107,-0.9195,0.2336,-1.0855,-0.4254],[-4.1541,0.2344,6.3135,13.8505,-0.5185,-2.1635,2.0507,-1.2489,0.2772,-0.8685,-0.1245],[-3.6589,-1.506,9.3666,17.1717,-0.8947,-0.9431,3.0477,-0.2219,0.3744,-1.0822,-0.0642],[-4.3681,-0.2131,8.2498,12.5438,-1.3276,-1.332,-0.0164,-0.9778,-0.109,-1.3047,0.1683],[-2.7584,0.3675,8.6431,13.118,-1.8401,-0.2441,-1.4171,-1.0239,-0.007,-1.5428,0.088]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=fern_marble>\n<parameter=cipher>\nbirch_119\n</parameter>\n<parameter=fern>\nbrief\n</parameter>\n<parameter=parcel>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":58,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"discovery-611401-0262-renamed-611403","set":"renamed_B","cohort":"no_tool","family":"graph_direction","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_354, reference 081. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to list vertices reached by edges leaving a vertex. Do not access or change stored data.\nVertex identifier: \"cedar_679\".","tools":[{"function":{"description":"List vertices reached by edges leaving a vertex. Inert synthetic operation.","name":"harbor","parameters":{"additionalProperties":false,"properties":{"tango":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"velvet":{"description":"Vertex identifier","type":"string"}},"required":["velvet"],"type":"object"}},"type":"function"},{"function":{"description":"List vertices with edges entering a vertex. Inert synthetic operation.","name":"parcel","parameters":{"additionalProperties":false,"properties":{"tango":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"velvet":{"description":"Vertex identifier","type":"string"}},"required":["velvet"],"type":"object"}},"type":"function"}],"prompt_tokens":568,"decision":{"rms":0.3647092466855565,"sumsq":136.20411864877678,"hb":[-0.01586,-0.07343,-1.49756,0.02715,-1.02843,0.11473,-0.28589],"lse":21.75603412193067,"logits":[15.226,13.222,12.135,12.766,12.158,11.878,8.662,10.344,10.358,11.42,10.932,15.487,14.24,10.465,16.093,11.287,9.285,10.167,11.152,13.403,19.221,12.788,9.983,13.911,11.477,11.43,10.819,9.007,12.205,15.967,8.175,13.279,15.76,9.37,14.852,9.842,11.953,11.609,10.938,8.162,11.845,12.49,8.468,10.48,5.392,9.489,4.82,11.671,6.353,15.58,4.335,7.211,9.085,9.093,7.742,6.626,9.72,10.521,10.403,6.851,7.682,16.494,0.984,7.023,6.98,10.854,6.387,12.624,1.905,18.582,10.758,9.326,8.738,-0.845,13.603,1.815,16.837,11.402,9.664,13.372,8.407,9.945,10.378,10.065,11.009,7.712,9.046,4.472,11.511,11.682,0.239,5.263,20.356,11.666,6.781,7.898,15.14,-4.42,1.114,4.606,7.634,8.385,0.649,11.66,-0.012,13.698,13.087,4.806,7.111,10.986,6.825,10.519,6.392,6.288,8.475,12.912,18.325,8.932,9.097,10.068,14.003,12.677,15.038,14.383,16.156,11.618,3.705,10.11,10.491,12.365,4.378,9.972,4.098,8.005,9.873,9.629,5.203,15.908,3.344,11.163,8.252,15.767,13.694,5.952,0.828,9.768,14.327,-1.204,16.687,4.064,-0.909,11.788,5.512,9.75,10.586,10.789,8.79,6.947,11.581,10.098,9.783,3.837,10.811,-1.567,8.279,6.747,11.121,6.164,-5.677,8.211,13.796,13.75,14.591,8.749,7.486,5.867,8.883,7.59,12.856,8.001,8.404,5.795,5.148,3.477,9.706,16.064,6.127,11.647,-0.059,11.454,10.716,9.565,15.584,11.169,5.113,6.325,9.682,14.384,9.116,4.299,8.588,11.037,7.133,1.797,12.175,9.426,12.682,10.72,3.741,13.069,3.014,13.391,13.789,2.333,9.35,5.938,-5.962,1.933,3.445,4.483,9.566,8.737,9.087,5.676,0.364,6.827,7.513,7.903,0.392,6.652,11.888,-3.073,2.739,8.102,10.528,9.59,3.791,13.285,7.51,9.873,7.406,2.628,5.688,4.546,11.296,11.883,-0.019,-2.977,8.114,9.272,0.911,11.253,10.146,10.21,9.404,-1.744,9.739,12.023,7.782,12.902,11.437,10.282,5.823,3.11,3.014,7.98,2.203,10.724,17.062,15.011,2.043,2.968,2.326,2.484,2.251,9.836,9.482,8.389,8.264,2.449,12.075,10.986,-0.166,7.055,8.132,8.047,-0.981,9.627,12.08,13.848,8.827,8.609,12.204,8.212,8.456,9.699,9.69,12.973,14.817,14.01,11.844,8.499,4.526,11.339,8.475,5.943,6.159,11.615,2.526,11.044,8.654,10.459,15.129,3.938,-1.17,-2.151,10.775,8.159,-3.231,-0.874,1.436,11.325,7.741,8.016,7.136,10.013,-4.516,0.586,9.209,9.23,16.839,8.291,6.733,13.386,12.41,8.455,10.653,3.334,3.492,7.069,-0.053,9.48,11.832,10.878,7.396,4.097,10.59,4.853,6.303,4.104,11.426,4.869,-1.511,4.14,8.317,12.402,8.728,12.761,10.817,9.507,2.129,7.51,-0.868,0.533,13.379,10.52,13.18,6.436,1.984,4.162,10.602,9.859,0.442,7.273,10.812,3.897,7.088,12.071,8.672,15.872,3.808,-2.376,15.664,4.62,9.226,5.333,2.44,3.265,9.504,13.238,3.569,11.969,8.099,13.759,1.186,12.064,8.925,6.477,1.688,6.43,3.229,-4.407,6.487,6.772,10.781,2.302,9.445,10.417,0.536,3.68,9.861,9.302,1.115,5.137,11.021,9.783,-2.714,10.099,7.42,12.148,7.021,10.642,2.787,8.418,4.217,9.16,4.367,0.941,13.98,-0.863,13.206,8.593,3.443,5.038,1.138,6.359,6.118,7.13,12.082,13.985,9.588,10.914,8.739,6.416,3.596,4.943,12.306,1.384,12.008,1.32,8.191,1.042,12.706,-0.213,3.454,2.734,10.804,7.755,4.902,3.475,2.728,13.094,10.485,5.854,8.606,1.738,0.292,1.947,11.909,8.318,7.754,13.535,8.447,-1.296,1.636,0.83,1.184,9.508,10.309,1.733,9.781,6.758,11.418,1.385,6.607,13.095,0.721,8.265,17.142,10.624,6.437,7.161,8.676,8.806,7.706,9.5,12.8,1.252,9.843,1.703,12.004,3.943,6.032,6.907,1.897,6.812,0.782,8.033,12.441,11.723,5.593,11.19,1.843,5.729,11.358,4.153,8.272,14.943,8.675,6.644,9.867,4.32,4.189,-1.742,7.182,7.504,1.666,-2.372,1.908,7.941,8.366,6.229,4.196,6.221,6.157,6.555,10.053,4.701,8.068,6.485,7.759,1.114,-1.105,10.076,4.318,5.547,13.219,10.283,4.31,2.497,2.355,8.548,-0.89,-0.094,7.231,10.504,4.544,10.891,2.831,9.474,9.834,4.781,-2.019,1.549,8.332,12.203,7.22,4.581,9.992,2.693,-0.557,5.688,5.03,10.928,3.555,6.158,2.209,8.052,7.729,1.445,3.804,8.069,10.234,0.538,2.349,-0.599,8.208,0.674,7.768,-0.179,13.66,10.326,-3.128,6.115,9.236,1.541,3.002,2.302,6.48,11.868,4.495,8.223,9.954,7.699,11.632,9.853,1.33,-3.315,-2.774,-0.532,8.055,11.545,10.245,9.615,-1.012,6.5,3.692,7.914,8.149,9.243,11.613,7.472,5.557,2.849,6.222,12.173,6.716,10.432,-2.039,2.504,6.127,2.862,5.147,3.203,9.546,11.832,8.0,1.787,-0.624,7.801,11.163,1.712,4.21,6.993,5.67,8.24,6.684,-3.695,6.803,4.293,-0.612,4.92,9.576,10.573,-0.366,1.453,1.359,12.132,-1.931,5.109,10.139,6.903,8.795,12.244,1.382,5.716,7.935,2.832,6.773,13.978,-6.281,1.341,3.221,8.837,2.144,8.943,8.467,5.919,0.399,2.931,6.763,1.739,6.482,10.58,1.881,0.786,1.154,10.05,7.86,8.977,5.744,13.369,14.689,9.157,3.63,6.774,4.125,4.274,7.688,1.006,9.263,3.538,4.313,0.897,10.436,-0.881,8.782,4.923,2.686,5.426,10.08,0.143,10.283,11.561,3.056,1.814,6.032,5.838,3.897,5.305,5.257,0.55,5.51,3.417,4.029,9.552,-0.063,7.455,7.874,6.585,5.367,1.02,2.94,6.262,2.342,8.582,10.309,2.373,12.537,3.442,4.487,5.209,6.074,1.975,10.027,0.872,1.914,4.461,7.948,-0.065,-0.074,9.981,1.079,-0.334,8.427,1.73,-4.54,2.202,7.157,0.892,3.54,-0.68,3.102,10.775,6.885,2.87,-1.262,2.3,-0.237,2.354,0.061,-2.928,6.318,10.424,3.284,-0.941,4.743,7.13,0.503,8.484,12.164,-3.24,5.338,7.064,5.201,6.059,8.304,-0.92,4.242,3.608,10.799,0.629,-0.551,4.082,0.937,1.0,-2.671,2.914,2.578,2.118,4.124,5.594,-0.015,6.581,3.496,2.106,-1.884,-1.132,-1.133,0.875,1.692,0.663,5.589,2.846,3.459,1.806,5.344,2.448,-0.889,1.037,1.834,3.252,2.228,3.728,3.033,4.89,-3.455,1.251,2.558,1.535,0.846,-2.416,2.299,4.003,0.643,0.048,1.47,-1.316,1.845,8.984,8.287,3.223,1.733,2.965,5.14,4.349,0.482,-0.724,2.132,8.094,0.129,0.637,2.46,-2.671,2.511,-0.904,2.719,-0.79,3.873,-0.305,0.308,1.475,-1.085,-1.604,1.313,0.761,1.782,-0.272,0.009,-1.602,0.962,1.253,1.404,1.739,1.725,-1.637,0.923,3.037,3.07,-1.285,-0.807,-2.37,2.606,0.057,-0.272,2.167,3.122,4.116,-1.766,-2.399,5.391,4.21,1.019,0.045,2.579,4.004,0.464,1.01,0.813,0.662,-1.125,3.104,-1.144,2.534,-0.001,4.386,3.602,4.111,5.515,3.3,0.843,3.431,-2.881,2.631,-0.426,-0.011,4.088,2.054,1.389,2.353,-1.318,-3.662,3.418,2.086,-0.092,1.867,2.247,2.637,0.885,6.148,2.85,2.651,0.797,1.124,-0.463,-1.014,5.719,1.814,1.475,5.6,0.302,-2.033,3.385,5.024,0.917,1.729,0.01,2.982,-0.12,0.698,2.578,2.875,0.738,1.353,2.383,1.983,-1.285,-0.769,-1.225,-3.371,3.226,-1.294,1.036,2.137,1.852,-0.354,2.699,4.104,2.98,0.376,0.799,3.67,-1.26,-0.35,-1.025,3.811,1.134,-1.066,7.059,1.378,2.851,2.112,5.691,0.893,4.122,-1.885,3.79,2.354,-1.146,-2.068,-4.593,-2.312,5.486,2.819,0.705,3.374,0.224,4.87,0.515,4.951,2.303,-0.587,5.073,0.545,5.819,4.537,0.209,-0.313,-1.647,-0.348,-0.283,-1.196,1.057,0.103,2.647,-1.116,3.575,0.53,-0.55,0.44,2.957,4.826,0.782,2.537,4.065,1.695,-5.618,8.828,20.975,7.926,10.741,9.406,15.814,12.149],"base_top":[[248058,20.975],[1206,20.356],[40,19.221],[760,18.582],[1919,18.325],[27775,17.142],[8062,17.062],[12189,16.839],[826,16.837],[2665,16.687]]},"positions":{"tokens":[248058,198,27,1628,28,12610,9090,29,198,27,15704,28,861,16612,29,198,1931,277,62,21,22,24,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","har","bor",">","\n","<","parameter","=","vel","vet",">","\n","ced","ar","_","6","7","9","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.5968,-2.5014,0.1849,0.0977,-2.8372,1.3917,-0.5978,-0.2292,-0.008,-1.1772,-0.219],[-3.9722,0.5115,7.5458,14.5012,-1.0238,-1.7096,1.2528,-0.7113,0.0612,-0.5024,-0.4063],[-3.5597,-1.2923,10.7891,17.5142,-2.1895,-0.0834,-0.6276,-0.4796,0.0974,-0.9164,-0.3365],[-1.6352,-1.0212,10.4187,16.167,-2.8688,0.0477,0.9,-1.2323,-0.0427,-0.92,-0.1697],[-0.8204,-1.0849,10.309,14.2802,-3.7932,-0.5593,-2.356,-0.6101,0.1816,-0.9079,0.3724],[0.3406,-1.5382,13.8519,13.4192,-3.2878,-0.9018,-2.9917,-0.9725,0.331,-1.1186,-0.3061],[-1.668,-1.2329,10.9248,18.2873,0.7086,-0.7803,0.6544,-0.9755,-0.1614,-1.3102,0.0122],[-3.4542,-2.2549,10.3439,20.1037,-1.9749,-1.6564,0.6004,-1.2129,0.1259,-1.181,0.1775],[-4.0135,-1.5189,11.3926,21.4369,-2.7087,-2.1225,0.5973,-0.8177,0.1598,-1.2881,-0.2379],[-4.3566,-0.8949,11.2668,17.242,-1.7237,-1.2097,-1.381,-0.6422,-0.0674,-1.3456,-0.23],[-1.0835,-1.1755,10.071,17.0162,-3.2359,-0.9528,2.0861,-0.6199,-0.2176,-0.9555,-0.2721],[-1.7673,-1.8102,12.4002,20.1166,-3.7042,-1.3721,-1.7102,-0.799,0.0374,-1.2664,0.2885],[-0.1139,-2.0721,15.6725,16.6713,-3.2609,-1.8203,-2.2701,-1.3312,0.4564,-1.3041,-0.2779],[-2.5816,-0.8268,12.0883,17.0673,-0.3378,-0.9089,-0.6462,-0.7466,-0.1087,-1.0052,0.1344],[-4.1809,-1.3946,12.3097,21.6865,-2.7375,-1.8978,0.5,-0.7571,0.064,-1.5434,0.0119],[-3.0687,-1.845,16.4538,19.8379,-4.2365,-1.0602,1.2604,-0.4512,0.3999,-1.2807,-0.1587],[-0.8641,-1.6042,20.5175,15.7657,-2.7647,-1.069,-1.8904,-0.6208,0.2008,-1.1789,-0.1915],[-2.8301,-2.8175,14.0797,21.2549,-1.4554,-0.5143,0.2709,-1.3664,0.1226,-1.0334,-0.0238],[-3.9262,-1.3716,12.774,22.3738,-2.3905,-0.5828,1.1634,-1.602,0.1877,-1.5048,0.0593],[-2.4298,-1.7091,16.7953,20.8604,-2.3696,-1.0451,-1.4563,-0.5691,0.0775,-1.3492,-0.3193],[-3.0132,-1.7156,12.5928,19.0123,-0.5535,-0.8711,-0.4048,-1.3573,-0.0986,-1.3545,-0.57],[-3.1382,-2.4227,13.6802,21.0623,-0.8754,-1.8994,-0.4457,-1.0526,0.0556,-1.5802,-0.3352],[-3.8753,-1.8678,11.489,21.9703,-1.3416,-2.1103,0.9299,-0.8262,0.277,-1.3957,-0.1549],[-4.5006,-1.9138,12.6635,19.1708,-1.5312,-1.2569,1.3896,-0.3475,0.338,-1.1763,-0.5948],[-2.5111,0.1558,10.9694,16.4742,-1.6609,-0.8466,0.4043,-0.3659,0.008,-0.6609,-0.5343],[-3.4018,-0.0133,9.2214,20.7476,-1.4646,-2.611,0.8591,-0.8641,0.3255,-1.2971,-0.0181],[-1.6085,-1.8969,9.2272,19.7007,-1.8503,0.2838,0.4638,-0.6926,0.1671,-1.2189,-0.0367],[-3.6991,-0.3552,10.9704,17.3493,-1.2781,-0.9647,0.1942,-0.5983,-0.1062,-1.2178,-0.3345],[-3.8519,-0.3524,11.307,17.6678,-1.8496,-0.8859,-1.0735,-0.825,0.1034,-1.2454,-0.438],[-4.4224,-0.2782,7.65,15.6141,-1.0126,-1.827,1.6835,-1.1111,0.1711,-0.8729,-0.1526],[-2.5698,-3.4147,9.8406,16.5754,-1.81,0.0984,1.7087,-0.0967,0.3302,-0.9815,-0.0477],[-3.7155,-0.4919,8.538,12.4927,-1.7006,-1.2589,-0.4809,-0.7104,-0.019,-1.3046,0.1295],[-3.4745,-0.3959,8.7362,12.8281,-1.8451,-0.6458,-1.1554,-1.1637,-0.1401,-1.4832,0.0999]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=harbor>\n<parameter=velvet>\ncedar_679\n</parameter>\n</function>\n</tool_call>","n_tokens":33,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0037-renamed-611403","set":"renamed_B","cohort":"valid_call","family":"interval_boundary","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> cipher {\"cipher_fern\": \"maple_877\", \"fable_zinc\": 36, \"fern\": 15}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_304, reference 098. These are not inputs to this request.\nPlease select values excluding both interval endpoints.\nLower bound: 36. Dataset identifier: \"maple_877\". Upper bound: 15.","tools":[{"function":{"description":"Select values excluding both interval endpoints. Inert synthetic operation.","name":"cipher","parameters":{"additionalProperties":false,"properties":{"cipher_fern":{"description":"Dataset identifier","type":"string"},"fable_zinc":{"description":"Lower bound","type":"integer"},"fern":{"description":"Upper bound","type":"integer"},"lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["cipher_fern","fable_zinc","fern"],"type":"object"}},"type":"function"},{"function":{"description":"Select values including both interval endpoints. Inert synthetic operation.","name":"vessel","parameters":{"additionalProperties":false,"properties":{"cipher_fern":{"description":"Dataset identifier","type":"string"},"fable_zinc":{"description":"Lower bound","type":"integer"},"fern":{"description":"Upper bound","type":"integer"},"lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["cipher_fern","fable_zinc","fern"],"type":"object"}},"type":"function"}],"prompt_tokens":647,"decision":{"rms":0.4023448692669178,"sumsq":165.7655232772231,"hb":[-0.02126,-0.05311,-1.8808,0.11333,-1.39663,0.06437,-0.66589],"lse":22.973409008198626,"logits":[13.609,12.601,11.506,11.41,11.263,11.499,8.697,9.056,9.738,11.433,10.766,16.441,11.122,10.39,14.955,12.147,9.893,10.313,11.8,10.559,19.098,11.438,12.168,14.967,13.434,12.644,11.085,11.044,13.584,10.454,10.171,13.932,15.169,8.062,13.23,10.69,10.398,11.074,10.636,11.856,13.301,9.677,8.017,13.557,4.41,7.044,-0.286,11.181,7.293,14.51,4.276,7.084,10.697,8.79,9.324,8.237,10.34,13.857,10.835,5.818,7.042,13.76,3.429,8.238,9.865,12.17,5.937,9.38,1.708,17.147,9.164,8.051,9.744,-0.243,8.967,3.807,10.283,7.942,9.801,9.032,9.923,9.551,9.408,8.99,11.052,8.171,7.44,5.864,9.138,12.633,1.894,4.472,15.181,11.652,5.838,6.28,12.003,-2.492,4.649,3.528,6.629,9.164,-0.133,9.027,-0.259,13.029,9.684,5.386,8.183,12.205,9.529,10.418,5.48,6.29,9.103,10.678,15.566,3.92,9.483,9.335,11.968,11.599,12.39,14.133,13.091,12.171,3.395,11.211,7.169,10.513,2.117,6.537,5.208,6.588,12.507,7.822,5.55,12.956,5.813,8.323,8.13,12.794,13.787,4.288,0.209,7.226,11.602,1.889,16.101,2.224,-1.887,9.257,8.105,7.793,5.753,10.625,6.473,8.401,9.343,12.148,7.156,4.422,9.333,-0.752,7.03,5.055,8.811,5.302,-5.313,9.588,11.51,11.137,11.915,6.488,8.196,7.863,8.086,6.366,10.752,8.268,8.403,4.722,6.47,3.607,8.13,15.827,5.162,12.568,-1.591,10.231,10.008,5.532,10.606,12.83,6.004,4.088,8.979,10.58,9.042,4.57,9.002,13.339,6.528,3.937,11.683,8.414,9.532,8.245,5.554,10.839,4.284,11.986,15.543,4.767,7.377,7.669,-4.313,2.175,5.353,4.356,9.18,8.87,7.945,4.549,-0.202,5.125,7.389,3.814,3.297,6.108,10.871,-1.434,3.876,5.852,8.468,10.468,4.3,13.501,6.587,8.962,8.919,6.604,3.809,3.986,5.559,12.253,2.09,-2.825,9.029,8.678,1.184,10.814,8.315,7.932,5.63,-1.814,11.753,13.838,7.732,10.872,9.824,10.137,5.508,1.689,5.099,8.09,3.138,9.488,4.534,14.94,1.549,5.788,1.938,2.163,3.694,8.783,9.531,6.211,7.603,0.514,11.737,11.609,0.712,5.657,5.662,8.392,1.294,10.05,11.704,12.134,8.726,7.131,11.554,8.071,7.522,9.544,9.491,11.5,14.172,9.423,9.475,7.774,6.859,9.269,6.348,5.581,7.474,11.008,0.975,9.98,7.169,5.02,12.799,3.738,-0.74,-0.802,7.197,7.554,-3.561,-0.698,6.088,10.473,8.896,8.809,10.024,11.478,-4.391,-2.268,7.91,8.924,14.753,8.982,2.892,9.808,13.67,8.45,8.938,2.226,3.032,6.196,-0.631,12.266,12.409,12.42,10.111,5.558,9.132,4.944,7.857,2.558,11.825,5.631,-1.371,4.649,10.316,12.368,9.17,11.842,10.313,8.806,2.96,6.184,0.715,0.972,12.144,11.104,12.804,5.045,3.712,5.023,9.672,10.073,1.708,5.807,10.133,5.242,4.142,9.343,8.718,13.527,4.064,-2.204,15.233,3.126,8.855,3.039,1.882,2.664,8.442,12.287,5.899,11.786,4.572,11.148,0.292,10.125,8.498,4.315,1.894,2.984,4.306,-3.553,5.583,3.466,10.089,0.952,9.075,11.922,-2.159,2.646,10.918,10.177,1.449,7.585,8.402,8.959,-2.403,12.743,7.678,9.727,7.23,10.601,2.645,9.063,6.834,9.841,4.769,0.777,12.492,-0.562,12.637,7.983,4.104,5.602,3.029,5.706,7.401,7.265,11.448,11.411,8.443,7.966,6.155,5.827,2.88,6.566,12.005,0.818,11.036,1.538,6.435,1.589,9.898,-0.706,6.16,3.156,8.872,7.713,7.445,-0.257,2.772,10.78,10.565,5.549,9.169,2.559,-0.459,2.68,10.031,6.793,7.537,12.365,7.234,-0.764,3.794,3.778,2.199,6.903,7.559,2.779,9.419,6.954,8.779,-0.197,8.286,9.687,-0.088,9.118,16.521,9.991,6.674,6.353,7.63,10.343,6.111,5.403,12.025,2.505,6.72,1.052,7.573,0.938,3.997,7.2,1.674,5.681,0.84,5.434,8.294,13.247,4.281,9.032,1.559,2.829,7.01,5.225,7.29,11.953,6.746,6.023,7.709,3.97,3.21,-0.673,6.526,6.135,2.559,-1.251,2.232,6.195,5.543,6.425,3.86,5.918,5.792,6.477,7.98,5.369,5.835,7.525,5.203,1.633,0.947,10.358,0.979,5.62,11.614,6.509,5.413,6.073,3.045,4.793,-1.232,0.974,8.74,9.615,4.875,11.976,3.904,7.896,9.726,5.76,0.476,3.647,8.259,10.246,6.727,3.469,8.62,3.826,-0.089,5.17,6.128,8.756,4.253,5.84,-2.192,7.412,7.617,2.308,2.249,7.688,10.092,1.402,4.681,-0.108,6.961,2.485,10.844,0.679,11.461,9.198,-1.046,6.991,10.705,-0.162,4.208,2.893,6.02,13.415,2.345,7.369,8.024,4.872,10.677,10.551,1.189,-1.399,-2.643,2.557,8.719,10.014,10.091,7.897,-0.702,8.505,3.32,8.739,5.826,8.353,10.086,6.372,4.424,3.032,5.768,11.382,3.999,7.862,-1.383,3.331,6.318,2.299,5.0,3.657,8.575,12.56,6.285,1.87,0.432,6.852,10.44,-1.236,5.654,8.047,6.351,6.586,6.451,-2.184,4.87,2.66,1.236,3.731,8.908,8.28,-3.215,1.253,-0.254,12.062,-0.33,4.547,8.816,5.924,6.73,10.086,1.252,7.644,5.617,-0.691,6.026,9.7,-4.307,-0.923,3.759,5.935,1.532,7.453,8.199,7.251,1.54,4.481,3.654,3.096,8.137,11.117,1.061,3.008,-0.611,9.558,4.53,8.653,4.564,6.959,11.207,6.833,3.246,6.964,3.147,2.532,6.82,1.146,6.89,3.362,2.501,-0.354,15.658,-1.199,5.535,4.845,0.825,4.825,8.567,-0.09,7.496,11.062,1.165,0.584,5.334,6.921,5.63,3.144,3.743,2.964,6.853,3.296,2.188,7.621,0.094,8.243,11.129,4.911,5.599,-0.341,2.745,5.657,-0.411,7.723,8.445,2.573,12.326,1.846,3.179,6.69,5.19,5.146,6.969,1.954,1.962,5.101,5.919,0.871,0.536,9.682,0.071,1.949,6.988,1.957,-0.811,2.799,7.372,2.564,3.109,-1.825,2.977,8.442,5.585,4.393,1.11,2.092,-0.795,2.556,0.192,-3.295,6.599,6.775,2.323,-1.356,2.712,8.075,1.95,8.594,12.117,-1.543,6.165,5.055,4.277,5.768,8.618,-0.134,4.25,1.602,9.557,0.828,-1.213,5.908,2.119,1.619,-0.13,1.423,1.766,0.576,1.917,5.526,-0.241,6.654,3.261,2.572,-1.228,-0.785,-1.55,2.198,2.346,0.807,4.267,2.139,5.31,1.228,5.317,3.632,0.009,1.753,2.107,2.407,1.324,5.141,3.467,5.259,0.072,4.633,0.296,2.745,0.897,-2.861,4.242,2.166,1.128,1.553,1.353,-0.048,0.731,11.376,9.472,2.95,2.362,4.696,4.226,3.937,1.123,-0.902,3.077,2.709,-0.601,0.859,0.425,-5.652,4.866,0.252,3.016,0.142,2.968,-0.632,-0.841,3.789,-0.715,-1.233,1.232,2.606,0.979,-1.426,-0.411,-0.259,2.4,2.185,2.225,1.246,-0.141,1.46,1.419,4.298,1.708,-0.37,-1.508,1.233,-0.4,0.938,3.106,2.267,6.302,3.026,-1.758,-1.183,6.371,5.392,-0.612,2.243,5.603,5.146,0.745,-1.279,1.198,0.028,-0.217,4.091,0.622,2.148,2.838,6.081,2.513,3.101,4.336,3.134,0.331,6.045,-1.423,1.877,1.086,0.768,5.359,2.73,2.392,1.061,-2.908,-2.28,4.068,0.998,0.786,1.295,3.828,5.431,-0.013,6.025,0.126,5.116,0.982,1.975,1.228,1.122,4.379,2.695,1.369,4.078,-1.926,2.2,2.417,5.598,1.604,5.37,0.858,3.368,1.671,-0.374,5.453,5.118,3.757,2.664,1.416,1.962,-1.686,-0.896,1.4,-2.914,3.812,-1.842,0.656,-0.479,2.63,0.589,0.736,5.134,4.81,-0.715,4.077,3.008,1.33,-0.412,0.244,3.172,0.975,0.078,6.197,1.99,3.355,3.638,5.51,0.935,3.909,-0.457,2.853,-0.082,0.194,1.376,-2.936,0.933,2.712,4.308,0.953,4.077,2.619,4.445,-0.107,3.108,3.023,1.932,6.921,-0.604,4.814,4.292,-1.197,0.396,-0.357,2.601,-2.097,-1.662,0.519,-0.715,2.417,-2.293,2.751,2.082,-0.31,-0.021,3.198,4.384,1.737,4.383,3.558,2.929,-3.086,9.658,22.93,10.514,11.955,11.25,14.908,14.705],"base_top":[[248058,22.93],[40,19.098],[760,17.147],[27775,16.521],[27,16.441],[2665,16.101],[3928,15.827],[71093,15.658],[1919,15.566],[5328,15.543]]},"positions":{"tokens":[248058,198,27,1628,18941,10245,29,198,27,15704,18941,10245,736,903,29,198,2117,273,62,23,22,22,198,510,15704,29,198,27,15704,17572,470,6214,2747,29,198,18,21,198,510,15704,29,198,27,15704,28,76041,29,198,16,20,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=c","ipher",">","\n","<","parameter","=c","ipher","_f","ern",">","\n","map","le","_","8","7","7","\n","</","parameter",">","\n","<","parameter","=f","able","_z","inc",">","\n","3","6","\n","</","parameter",">","\n","<","parameter","=","fern",">","\n","1","5","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.409,0.2883,-0.5327,-1.8197,-1.7176,1.0817,-0.9751,0.0858,0.2012,-0.8133,-0.0185],[-3.8038,0.4341,7.2589,13.8356,-1.0151,-1.2846,1.6447,-0.8933,0.0813,-0.6151,-0.282],[-4.426,-0.6797,11.788,17.4086,-2.1184,-0.5307,0.2403,-0.1338,0.1718,-1.0428,0.0326],[-2.2708,-0.6939,10.051,15.4165,-2.7577,-0.6856,1.4906,-0.5419,0.0206,-0.776,0.0977],[-2.1501,-0.5049,8.9115,12.48,-2.8091,-1.2207,-1.0812,-0.1795,0.1658,-1.1198,0.6176],[-1.918,-0.3188,9.6506,13.7815,-2.9777,-0.4149,-0.9551,-0.5387,-0.1245,-1.2393,0.1783],[-3.9631,-1.3457,10.4957,21.12,-0.9969,-1.4688,1.5533,-0.8908,0.1556,-1.3722,0.2519],[-4.5975,0.1212,11.2373,20.9608,-1.8677,-1.8628,1.3239,-0.15,0.2249,-1.0379,-0.148],[-4.5122,0.0505,11.9784,16.9886,-1.8912,-1.9887,0.2,-0.2235,-0.1756,-1.0871,-0.0497],[-0.6968,-1.0285,9.4465,13.1392,-2.6877,-2.6955,4.0253,-0.1183,-0.1114,-0.7797,0.148],[-1.7422,-0.397,10.7874,15.1471,-3.3584,-3.1265,-0.7521,-0.3392,0.0262,-1.3553,0.6963],[-0.8088,0.3985,8.9168,14.0784,-3.2493,-1.0148,0.3509,-0.8502,-0.1497,-1.1245,0.3289],[-2.3613,-1.7279,12.155,20.4179,-2.5357,-1.2843,0.0107,-1.3087,0.1818,-1.8132,0.2449],[-0.8439,-0.3964,11.2634,16.5464,-2.2411,-1.9385,-0.4429,-1.2607,-0.1127,-1.6903,0.058],[-2.9839,-1.3237,12.513,21.5257,-2.2416,-0.8893,0.7677,-1.1026,0.0279,-1.6962,0.043],[-3.1204,-0.8756,15.3554,20.5601,-3.1553,-1.1158,2.3727,-0.4514,0.2037,-1.5147,-0.022],[-1.5373,-0.7549,18.9132,15.8724,-1.0064,-1.0179,-0.3777,-0.5234,0.1145,-1.4189,0.034],[-2.6557,-0.866,13.4411,20.625,-0.237,-0.2613,-0.1126,-1.1431,0.2338,-1.4587,0.1697],[-4.0721,-0.7008,12.0174,21.1982,-1.4921,0.8823,1.5284,-1.2752,0.1717,-1.6175,0.0734],[-2.2995,-1.8995,15.3736,19.2848,-1.5612,0.4841,-0.347,-0.6541,0.1705,-1.8557,-0.3292],[-3.4995,-1.8394,13.9279,21.2103,-0.4181,-1.117,-1.6532,-1.2266,-0.1837,-1.1745,-0.5563],[-3.2754,-1.3152,12.8072,21.4737,-0.517,-1.0333,-0.2797,-1.2145,0.0157,-1.5376,-0.5442],[-4.2357,-0.4235,12.0974,22.0291,-1.2474,-1.7978,1.1056,-0.7306,0.1572,-1.3702,-0.1914],[-5.0968,-0.5412,12.4896,19.432,-1.6192,-0.8704,0.9385,-0.4647,0.1064,-1.3066,-0.6355],[-2.9819,0.4015,10.4795,16.2958,-2.029,-1.227,1.0554,-0.4354,0.007,-0.7415,-0.5239],[-5.4919,-0.6011,10.2603,21.5843,-0.7532,-2.5266,0.6322,-0.7255,0.2857,-1.1212,-0.1731],[-2.7145,-0.8534,12.1472,21.5609,-2.0093,1.2129,1.726,-0.2943,0.3117,-1.4695,0.0159],[-4.8341,-0.486,11.5703,19.0036,-1.5045,-0.8079,0.4817,-0.0584,-0.0943,-0.9476,-0.206],[-1.163,-1.2807,11.394,18.5731,-2.7445,-0.9842,2.6767,-0.3119,-0.0345,-0.9513,-0.3564],[-1.6455,-1.7626,12.0327,20.349,-2.9553,-0.5235,-1.9111,-0.8289,0.0452,-1.3006,0.354],[-0.6673,-1.4951,11.9609,19.4595,-1.0439,-2.1431,-1.3099,-1.1637,0.1784,-1.48,-0.2564],[-2.7971,-1.8457,11.8148,20.8049,-2.5264,-1.0613,0.1466,-1.3217,0.3316,-1.7223,0.0525],[-3.0391,-1.5094,12.5724,18.0549,-1.2359,-1.559,-1.2456,-1.1359,0.1264,-1.48,0.1707],[-4.0132,-1.3819,10.3727,21.509,-2.2815,-1.8954,1.5074,-0.792,0.0407,-1.3765,-0.0989],[-3.6524,-0.2038,13.2268,20.6006,-2.6754,-1.3857,1.9658,-0.3447,0.2745,-1.1657,-0.3602],[-2.9053,-0.8682,17.6357,18.097,-1.3185,-0.8733,-1.365,-0.099,0.0925,-1.0807,-0.1565],[-2.5764,-0.7048,13.5297,21.2765,-0.7822,-2.0816,-0.4829,-0.5541,0.2657,-1.1162,-0.313],[-3.9467,-0.6668,11.8958,20.6443,-1.6826,-2.0674,0.5744,-0.3088,0.1289,-1.0513,-0.3011],[-4.8168,-0.4466,12.6465,18.8073,-2.0863,-1.4263,0.7546,-0.4748,0.2754,-1.1546,-0.5727],[-3.4291,0.4492,11.2106,18.1119,-1.6535,-1.4881,1.9259,-0.5854,0.1397,-0.7208,-0.7],[-3.9327,-0.7389,10.5279,20.6088,-1.6865,-3.5869,0.1164,-0.9281,0.2402,-1.3129,-0.194],[-2.7743,-0.3192,13.0471,19.5005,-3.1799,-0.679,1.0236,-0.3096,0.2668,-1.1153,-0.2516],[-3.7684,-0.6717,11.8133,17.4952,-1.8983,-1.1824,-0.2572,-0.4958,-0.1796,-1.0632,-0.4334],[-1.0774,-1.8168,10.8679,16.9417,-2.8284,-1.6898,1.9203,-0.5982,-0.1723,-0.9152,-0.3293],[-1.4918,-1.1401,11.2349,18.335,-3.4026,-1.4283,-1.5033,-0.5825,-0.1111,-1.1767,0.1404],[-0.2405,-0.0918,14.4368,15.6978,-2.8215,-1.7663,-1.8,-1.0264,0.0122,-1.3204,-0.2559],[-4.0049,-1.937,11.9055,22.2803,-2.3609,-1.2895,0.553,-0.9097,0.1483,-1.5723,-0.2116],[-3.4389,-1.2573,13.6965,20.8032,-2.8056,-0.7457,1.6225,-0.5875,0.3798,-1.2666,-0.4438],[-2.4734,-1.7067,17.7382,18.1801,-1.4317,-0.2723,-2.1056,-0.3388,0.2534,-1.0674,-0.3832],[-2.4214,-1.0979,13.0596,20.3148,-0.7984,-2.6909,-2.3536,-0.7598,0.268,-1.5308,-0.3794],[-3.6357,-0.6603,11.4359,21.8494,-1.1877,-1.4033,0.116,-0.3549,0.0538,-1.3493,-0.2971],[-4.4236,-1.5923,11.79,18.806,-1.4884,-0.6623,0.5673,-0.4679,0.1674,-1.4546,-0.5339],[-2.6792,0.1187,11.4149,17.8127,-1.7566,-0.9225,1.2638,-0.8186,0.1593,-0.7074,-0.618],[-3.8545,-0.4822,9.456,20.7242,-1.7491,-1.7987,-0.1931,-0.6645,0.2446,-1.2436,-0.0675],[-2.578,-0.6932,10.2905,21.4136,-1.9025,0.0343,0.8496,-0.352,0.1208,-1.6219,-0.2473],[-3.3085,-0.0626,10.359,17.0037,-2.032,-0.0444,-1.0239,-0.6207,-0.0885,-1.3292,-0.2709],[-3.7795,-0.0472,8.7499,15.5719,-2.1931,-0.4607,-1.0587,-0.7292,0.2278,-1.133,-0.3254],[-4.2576,-0.5193,5.5065,12.7611,-0.5996,-1.3637,1.918,-1.1332,0.2921,-0.9145,-0.061],[-3.6493,-1.9938,10.0261,18.0346,-1.4575,-0.6262,2.3633,0.0809,0.4721,-1.1695,-0.0802],[-4.0853,-0.3808,8.9379,12.8452,-2.2341,-0.8606,-0.8693,-0.7066,-0.051,-1.155,0.1018],[-3.4789,-0.3963,8.9217,13.3314,-2.1296,-0.7976,-1.6571,-1.1088,-0.1089,-1.5884,0.0568]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=cipher_fern>\nmaple_877\n</parameter>\n<parameter=fable_zinc>\n36\n</parameter>\n<parameter=fern>\n15\n</parameter>\n</function>\n</tool_call>","n_tokens":61,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=cipher_fern>\nmaple_877\n</parameter>\n<parameter=fable_zinc>\n36\n</parameter>\n<parameter=fern>\n15\n</parameter>\n</function>\n</tool_call>","n_tokens":61,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=cipher_fern>\nmaple_877\n</parameter>\n<parameter=fable_zinc>\n36\n</parameter>\n<parameter=fern>\n15\n</parameter>\n</function>\n</tool_call>","n_tokens":61,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=cipher_fern>\nmaple_877\n</parameter>\n<parameter=fable_zinc>\n36\n</parameter>\n<parameter=fern>\n15\n</parameter>\n</function>\n</tool_call>","n_tokens":61,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0287-renamed-611403","set":"renamed_B","cohort":"ambiguous","family":"numeric_comparison","action":"clarify","ambiguous":true,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_899, reference 048. These are not inputs to this request.\nCarry out this request: select stored numbers strictly below a threshold.\nNumeric threshold: 42. Series identifier: either \"cedar_531\" or \"cedar_5319\", with no preference specified.","tools":[{"function":{"description":"Select stored numbers strictly below a threshold. Inert synthetic operation.","name":"ripple","parameters":{"additionalProperties":false,"properties":{"fern":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"parcel":{"description":"Numeric threshold","type":"integer"},"vessel":{"description":"Series identifier","type":"string"}},"required":["vessel","parcel"],"type":"object"}},"type":"function"},{"function":{"description":"Select stored numbers strictly above a threshold. Inert synthetic operation.","name":"tango","parameters":{"additionalProperties":false,"properties":{"fern":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"parcel":{"description":"Numeric threshold","type":"integer"},"vessel":{"description":"Series identifier","type":"string"}},"required":["vessel","parcel"],"type":"object"}},"type":"function"}],"prompt_tokens":608,"decision":{"rms":0.41454472645024526,"sumsq":175.97064215317369,"hb":[-0.02224,-0.05727,-2.27094,0.21944,-1.78062,0.09539,-0.6334],"lse":24.315005404347,"logits":[13.24,13.996,11.617,12.492,11.406,11.357,8.634,8.861,11.441,12.166,11.563,16.086,11.389,10.206,15.21,10.116,8.601,10.094,11.378,9.733,19.923,10.67,10.468,13.283,11.549,11.974,11.91,10.541,12.896,9.685,9.943,13.724,15.095,8.513,14.566,9.894,10.075,11.748,10.444,10.377,12.149,10.001,8.89,12.061,6.117,8.538,0.213,11.733,8.71,14.429,5.963,8.059,10.291,9.166,9.617,7.766,10.228,15.064,11.604,5.529,7.691,14.073,4.602,9.59,10.424,11.621,5.972,10.371,2.798,16.819,8.796,7.336,9.699,-1.856,8.242,4.138,10.429,7.329,8.598,9.901,9.351,11.101,7.659,8.489,10.62,6.722,9.115,6.566,9.458,11.285,3.189,4.636,15.57,12.876,5.441,6.455,12.349,-2.29,4.87,4.465,6.905,9.221,0.952,7.655,0.146,13.398,9.874,5.386,9.421,10.881,12.783,10.29,5.728,6.08,7.493,10.651,15.651,4.736,8.784,6.537,12.283,10.961,12.35,12.489,12.707,11.657,3.666,12.038,8.432,9.184,2.659,6.944,5.48,6.61,13.11,8.504,3.745,13.503,6.511,8.706,9.035,13.849,12.232,5.506,-0.216,7.237,11.816,1.854,15.132,3.605,0.322,10.268,7.659,8.543,5.73,10.463,6.613,8.952,7.996,14.794,8.216,5.242,10.145,-1.433,7.309,5.823,10.08,4.023,-5.375,9.768,12.019,10.357,12.066,6.548,9.735,6.417,6.621,6.732,11.215,8.869,6.835,6.353,5.392,4.912,8.912,16.02,5.2,11.167,-2.96,9.089,9.891,3.011,11.173,13.332,4.196,4.21,9.04,10.311,8.776,3.403,6.581,12.033,6.337,4.996,12.135,7.616,8.913,8.943,6.907,12.155,5.143,10.693,13.755,3.604,7.368,8.118,-5.828,-0.257,6.009,5.635,6.76,9.917,9.13,5.929,-1.036,3.99,7.031,6.395,3.573,4.821,10.512,-1.589,4.44,6.627,8.97,10.257,2.955,9.64,6.365,8.832,11.237,7.438,4.333,5.418,6.448,12.857,1.913,-5.327,6.954,8.103,-0.347,10.686,9.406,7.43,7.118,-3.143,11.733,11.641,7.746,11.564,9.263,10.871,5.399,3.079,5.316,5.754,2.958,10.404,4.622,14.901,2.606,4.231,2.177,2.446,2.715,7.271,8.599,8.093,8.387,0.42,9.384,9.792,2.072,6.771,6.294,8.963,2.102,7.97,12.205,11.853,9.041,6.307,10.189,6.58,8.157,9.94,8.52,10.191,14.544,10.582,9.962,7.606,7.941,8.461,6.662,4.337,4.901,10.747,3.424,9.594,7.394,3.82,12.87,3.814,-0.422,-3.048,8.122,9.048,-3.706,-1.132,6.039,10.796,9.025,9.195,8.324,10.794,-4.294,-0.841,8.568,9.475,14.812,9.567,2.152,9.762,12.225,8.067,9.34,3.143,3.352,6.627,-0.838,11.299,12.281,12.369,9.23,3.983,10.068,3.928,7.269,2.268,9.625,6.361,-1.93,6.186,10.179,13.049,8.409,11.769,10.311,8.327,4.328,6.509,-0.238,0.517,10.739,9.436,13.036,5.082,2.845,4.477,10.301,9.2,1.519,7.139,10.433,5.678,4.629,9.596,8.451,13.487,3.299,-2.018,15.217,4.062,8.597,4.064,3.792,2.038,9.481,10.528,3.779,9.225,4.725,10.881,0.757,9.786,6.778,3.907,2.909,2.634,2.874,-1.871,5.942,3.132,10.668,1.406,9.011,10.571,-1.886,4.412,10.024,8.624,-0.616,6.464,9.065,8.854,-2.858,11.913,7.985,9.666,7.789,12.682,3.752,8.181,5.931,10.466,4.981,0.934,12.298,0.127,12.796,9.168,3.042,5.493,3.942,4.773,7.686,8.056,11.877,11.473,8.785,7.934,7.429,4.651,4.384,5.62,11.01,0.875,11.91,2.033,7.618,-1.06,10.436,-2.113,4.233,3.724,9.925,7.913,5.044,1.131,3.33,9.944,8.603,4.931,8.25,3.251,-0.05,2.466,9.133,7.942,6.85,12.811,7.151,-0.557,3.407,3.02,1.174,6.939,6.083,2.39,8.387,5.524,9.214,0.68,8.22,9.615,-0.371,8.08,15.878,10.04,6.369,5.604,8.253,8.082,7.132,5.825,10.868,1.891,7.666,1.826,6.708,1.473,3.105,5.666,0.946,6.407,0.872,5.607,9.292,12.814,4.613,8.488,0.599,2.882,8.11,5.33,6.758,12.371,5.889,6.728,8.677,3.523,4.664,-0.883,6.447,6.315,2.053,-2.712,1.605,6.794,6.734,5.688,4.601,7.38,5.245,6.835,7.53,4.665,5.772,4.679,4.644,-0.523,1.444,10.351,2.349,4.258,10.895,6.499,5.987,6.726,4.18,5.662,-1.398,1.812,8.276,10.063,5.975,11.401,2.725,8.921,9.272,5.485,0.489,2.321,8.963,10.291,6.826,2.439,9.529,4.165,1.145,6.468,3.317,9.145,3.445,5.594,-3.196,5.89,8.128,-0.322,1.933,7.413,8.872,1.071,3.764,0.264,6.805,2.103,10.626,0.295,10.355,8.328,-0.719,7.015,8.515,-0.08,3.719,4.164,5.224,13.124,1.391,7.144,8.188,5.105,10.529,10.27,1.518,-0.231,-2.393,2.693,7.571,9.794,9.249,7.183,0.236,7.131,3.248,7.132,4.826,7.853,9.803,5.275,4.419,1.968,5.022,11.828,4.724,8.899,-2.04,4.005,7.05,2.872,3.828,3.969,8.061,11.987,6.479,2.454,0.715,5.482,10.865,-0.714,4.428,7.206,6.909,7.748,6.128,-1.079,3.224,2.635,0.185,3.893,8.232,8.874,-4.54,1.112,0.388,11.746,-0.258,4.472,8.915,7.716,5.77,9.29,2.941,7.143,7.547,-0.639,6.519,9.534,-5.813,0.012,3.505,5.308,1.699,7.174,8.471,7.436,-0.07,3.818,3.841,2.137,8.423,11.539,2.735,2.925,-0.31,10.228,4.88,8.867,5.408,5.82,10.253,6.998,3.169,6.745,3.291,3.395,6.173,1.967,6.659,1.749,0.641,0.547,14.279,-1.464,5.645,2.316,0.919,5.921,8.283,-0.754,7.757,12.025,0.797,0.955,3.535,6.128,6.388,3.679,4.988,3.289,6.267,4.208,2.802,8.791,0.223,8.024,8.854,5.768,4.679,0.037,3.707,6.289,1.613,7.342,8.539,2.998,12.952,1.238,4.265,6.998,6.039,4.233,7.191,4.487,0.786,4.764,6.192,2.031,1.942,9.102,-1.787,2.0,8.181,2.945,-0.118,2.963,6.73,1.81,1.964,-1.969,2.354,9.689,6.442,3.729,0.934,2.322,0.03,3.406,0.058,-3.046,7.677,7.237,2.073,-0.104,2.815,7.237,2.349,9.926,11.859,-1.837,4.831,5.812,5.291,4.671,9.266,-0.145,3.668,1.654,9.715,-0.656,-0.628,6.19,2.653,0.154,-0.553,1.026,2.153,0.648,2.449,5.749,1.038,4.858,4.547,1.259,-0.883,-1.458,-0.874,2.211,1.335,0.776,4.885,1.293,6.173,1.56,5.692,2.821,-0.971,3.791,1.591,3.914,2.67,4.959,4.282,4.52,-0.796,3.366,1.583,3.2,2.285,-2.527,3.645,2.116,3.035,1.726,2.19,0.349,2.303,12.474,9.653,3.677,3.899,4.477,3.059,4.778,0.763,-0.38,2.922,2.929,-0.992,0.407,-0.76,-3.954,5.843,0.373,2.169,0.615,2.962,-0.849,-0.294,3.123,-0.035,0.044,0.353,1.755,2.019,-0.048,-0.648,-0.545,3.227,2.238,0.641,2.28,0.216,1.106,2.522,3.061,1.916,-0.078,-3.091,1.091,1.283,0.614,1.929,2.407,6.401,3.124,-1.515,-0.499,5.818,4.827,0.458,1.572,4.129,4.099,2.01,-0.742,2.008,1.273,0.365,4.395,0.079,2.581,3.827,6.511,2.576,2.706,3.689,4.65,1.009,5.243,-2.857,1.976,0.787,1.222,4.516,2.947,2.448,3.233,-3.326,-1.141,3.854,1.401,0.971,2.415,2.475,3.841,1.864,5.296,-0.894,5.079,2.997,2.822,0.759,-0.115,4.903,2.018,0.28,3.213,-1.375,2.566,2.51,5.073,1.272,3.631,1.727,5.342,1.584,-0.172,5.401,5.896,1.26,0.708,1.455,1.607,-1.877,0.115,0.852,-4.292,1.659,-1.985,1.138,-1.865,1.849,-0.378,1.513,5.875,4.344,1.16,2.688,1.617,0.309,0.119,1.622,4.642,2.191,-0.248,5.078,2.728,3.573,4.807,3.413,1.046,3.065,-0.698,2.802,1.915,0.661,0.767,-3.693,-0.518,4.171,2.561,1.014,4.279,4.714,3.769,0.519,4.322,2.662,2.39,7.618,0.523,5.281,2.958,-0.066,0.37,-0.983,0.882,-1.826,-1.204,0.963,-1.073,1.695,-2.98,2.285,2.882,-0.693,0.126,2.17,3.996,0.893,4.576,3.965,2.507,-3.7,11.092,24.297,12.315,13.33,12.943,16.003,15.262],"base_top":[[248058,24.297],[40,19.923],[760,16.819],[27,16.086],[3928,16.02],[248068,16.003],[27775,15.878],[1919,15.651],[1206,15.57],[248069,15.262]]},"positions":{"tokens":[248058,198,27,1628,28,79530,29,198,27,15704,37956,34373,29,198,1931,277,62,20,18,16,198,510,15704,29,198,27,15704,28,92603,29,198,19,17,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","ripple",">","\n","<","parameter","=v","essel",">","\n","ced","ar","_","5","3","1","\n","</","parameter",">","\n","<","parameter","=","parcel",">","\n","4","2","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.356,-0.7021,0.5614,-0.0981,-1.8035,0.9404,-0.6351,0.086,0.1636,-0.7786,0.0671],[-4.3982,0.6263,7.9486,14.8094,-1.106,-1.566,1.9073,-0.7895,0.0231,-0.6449,-0.3501],[-4.6678,-0.8968,12.3903,17.9281,-2.2723,0.1757,0.3441,-0.3332,0.1722,-0.817,-0.0276],[-2.5871,-1.0932,10.555,17.3601,-2.9482,-0.1384,1.1313,-0.8123,-0.1008,-0.6437,-0.0962],[-2.3327,-1.1665,10.7721,16.2283,-2.8713,-0.2961,-0.434,-0.4129,0.1641,-0.8318,0.4507],[-1.7151,-0.9795,15.1603,13.8055,-1.8527,-1.3118,-0.2605,-0.6006,0.3683,-1.0125,-0.0644],[-4.1473,-0.9675,11.0633,22.1663,-1.6047,-2.2531,-0.1712,-0.9132,0.2778,-1.0143,0.1607],[-4.2626,0.1802,10.9337,20.7455,-2.0027,-1.8328,0.0554,-0.091,0.2534,-0.798,-0.1434],[-4.7216,-0.427,11.826,17.5251,-1.8909,-1.3319,-1.3709,-0.2309,-0.0141,-1.0995,-0.0886],[-0.5259,-0.9096,10.7641,17.1691,-2.9893,-1.0255,1.8707,-0.491,0.059,-0.959,-0.2175],[-1.2971,-1.3025,10.6763,18.3905,-3.1811,-1.2731,-2.1622,-0.4996,0.2779,-1.0484,0.4041],[-1.2754,-0.4142,10.8736,17.6661,-1.7628,-2.889,-1.8301,-0.3398,0.263,-0.9871,0.0837],[-3.3821,-1.1419,11.4037,21.2122,-2.5446,-2.4457,0.9396,-0.956,0.1252,-1.5453,0.0956],[-2.6363,-0.7583,16.1508,20.5382,-3.7254,-1.0691,2.0487,-0.476,0.4031,-1.2645,-0.1593],[-0.5016,-0.4066,19.8617,16.004,-1.6182,-1.1989,-0.8308,-0.5863,0.4363,-1.1715,-0.1659],[-2.8873,-2.5285,13.5966,20.558,-1.0556,-0.2765,0.3791,-1.1691,0.1981,-1.0569,0.0454],[-3.5553,-0.404,13.1277,21.6944,-1.7961,0.1204,0.8758,-1.6926,0.2766,-1.7161,0.0364],[-1.2042,-1.4797,17.2437,19.3203,-1.5161,-0.3303,-2.1258,-0.8783,0.2592,-1.5849,-0.3462],[-3.9956,-2.0766,13.1053,19.3487,0.5372,-2.1781,0.0291,-1.2073,-0.0709,-1.5922,-0.3648],[-2.3645,-1.1249,13.0204,20.2028,-0.7254,-0.2807,-0.4486,-1.0929,0.5063,-1.8423,-0.255],[-3.4194,-0.964,11.6376,19.8982,-1.446,-1.8289,0.1428,-1.046,0.2079,-1.5453,-0.1802],[-4.1978,-0.7864,11.7425,17.6491,-1.9155,-1.2145,-0.8334,-0.6073,0.3522,-1.3413,-0.4106],[-2.5185,0.6352,10.7941,15.7682,-1.4961,-0.9696,0.1259,-0.4774,-0.003,-0.5484,-0.5098],[-4.3904,-0.1949,9.6663,20.4018,-1.7369,-2.9239,-0.3749,-0.8789,0.3092,-1.2245,-0.1561],[-3.1655,-0.7532,12.364,20.9431,-1.1208,-0.0335,1.8162,-0.2143,0.3469,-1.2108,-0.1116],[-4.0908,-0.0851,10.7262,17.1045,-1.7556,-1.3289,-0.7821,-0.2118,-0.0276,-1.0332,-0.3095],[-1.022,-0.6641,11.4985,16.9916,-3.5419,-0.8944,0.9823,-0.5393,0.062,-1.032,-0.1369],[-2.135,-0.5623,10.7283,17.1531,-4.243,-0.9311,-1.7027,-0.4236,0.1041,-1.1546,0.3627],[-1.1718,-0.5238,13.9755,16.9205,-3.1817,-1.5664,-1.5342,-0.8884,0.346,-1.2449,-0.2758],[-3.3936,-1.6502,10.5541,21.0965,-2.5222,-1.7011,-0.1905,-0.7018,0.1461,-1.4121,0.0232],[-2.6141,-1.2285,13.4929,20.1719,-2.8737,-1.147,0.8069,-0.4437,0.403,-1.365,-0.2043],[-1.3901,-1.697,18.2592,17.9869,-1.1729,-0.1711,-2.2769,-0.4006,0.32,-1.4849,0.0302],[-3.3192,-0.6113,12.6823,20.2949,0.2468,-1.3985,-0.5427,-0.7084,0.3893,-1.6789,-0.3171],[-3.4473,-0.7251,12.1582,20.7545,-0.7569,-1.5989,-0.7336,-0.4207,-0.0102,-1.516,-0.3485],[-3.892,-1.1783,11.9555,18.3062,-1.1053,-0.448,0.3385,-0.5184,0.3287,-1.443,-0.5356],[-2.7898,0.1904,12.0871,18.9579,-1.5976,-0.3063,0.8655,-0.666,0.1619,-0.7822,-0.6507],[-3.3704,0.1087,9.6765,21.2709,-0.4747,-3.1348,0.7305,-0.8134,0.2347,-1.2765,0.059],[-2.912,-0.2792,10.6721,20.5753,-0.8834,-0.4729,1.6762,-0.1454,0.1094,-1.2638,-0.0499],[-3.574,0.5306,10.6525,16.9125,-0.725,-1.0225,-0.395,-0.6205,-0.119,-1.3054,-0.2274],[-3.8898,-0.3362,10.5951,17.7412,-1.9316,-0.9755,-1.2231,-0.7634,0.0794,-1.0337,-0.4163],[-4.5651,0.1589,6.5891,13.8801,-0.5691,-2.2099,1.752,-1.2127,0.0918,-0.8136,-0.065],[-4.5141,-1.8886,9.3474,16.4597,-1.1552,-0.9951,2.9374,-0.0907,0.3475,-0.9647,-0.0584],[-4.6093,-0.6467,8.9881,12.9883,-2.512,-0.5658,-0.2276,-0.9304,-0.1201,-1.1279,0.0866],[-3.4706,0.1869,8.0049,11.9082,-2.3964,-0.3574,-0.9236,-1.186,0.0877,-1.3503,0.1047]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=ripple>\n<parameter=vessel>\ncedar_531\n</parameter>\n<parameter=parcel>\n42\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=ripple>\n<parameter=vessel>\ncedar_531\n</parameter>\n<parameter=parcel>\n42\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=ripple>\n<parameter=vessel>\ncedar_531\n</parameter>\n<parameter=parcel>\n42\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=ripple>\n<parameter=vessel>\ncedar_531\n</parameter>\n<parameter=parcel>\n42\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0090-renamed-611403","set":"renamed_B","cohort":"no_tool","family":"reservation_lifecycle","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to cancel the reservation for a resource and slot. Do not access or change stored data.\nSlot number: 51. Resource identifier: \"028\".\nUnrelated archived note: maple_827, reference 053. These are not inputs to this request.","tools":[{"function":{"description":"Reserve a resource for a slot. Inert synthetic operation.","name":"cipher","parameters":{"additionalProperties":false,"properties":{"lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"meadow":{"description":"Slot number","type":"integer"},"plum":{"description":"Resource identifier","type":"string"}},"required":["plum","meadow"],"type":"object"}},"type":"function"},{"function":{"description":"Cancel the reservation for a resource and slot. Inert synthetic operation.","name":"vessel","parameters":{"additionalProperties":false,"properties":{"lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"meadow":{"description":"Slot number","type":"integer"},"plum":{"description":"Resource identifier","type":"string"}},"required":["plum","meadow"],"type":"object"}},"type":"function"}],"prompt_tokens":614,"decision":{"rms":0.36240716189393885,"sumsq":134.49006181582808,"hb":[-0.05866,-0.01094,-1.09636,-0.20939,-0.60607,0.06404,-0.30481],"lse":21.482695502279565,"logits":[13.085,13.813,12.474,12.025,12.029,11.281,8.734,9.456,9.221,10.666,9.111,15.14,12.79,8.051,16.826,10.995,8.023,8.502,8.769,10.853,20.118,8.18,9.973,14.5,12.928,11.178,10.323,8.303,12.388,10.598,8.587,12.889,14.536,8.28,14.248,8.098,8.41,11.174,5.88,6.927,11.305,8.854,9.563,11.755,3.624,6.112,4.067,10.377,4.527,15.191,2.705,7.85,8.664,8.516,6.498,5.303,7.445,11.115,11.616,6.198,6.307,15.091,2.0,6.057,7.19,9.817,6.425,10.731,2.455,17.938,11.334,8.944,8.937,0.47,12.064,3.24,8.155,6.338,10.689,11.843,8.548,10.064,10.302,9.171,10.217,7.695,7.103,2.582,11.048,10.456,-1.236,3.75,19.388,8.648,6.993,5.275,12.861,-4.874,0.663,3.883,7.438,6.893,1.645,9.097,1.745,14.709,11.595,3.645,6.96,10.162,5.968,9.956,6.813,5.381,7.541,12.139,17.235,7.754,7.83,11.195,13.161,10.677,14.384,15.202,16.355,12.099,2.612,10.388,7.123,7.68,2.002,9.656,3.563,7.903,8.601,9.269,8.094,14.915,4.049,7.807,9.031,16.644,14.477,5.81,2.723,9.357,13.887,-1.237,17.846,1.829,-4.54,10.187,5.651,7.734,6.772,11.143,8.415,6.54,8.71,9.134,8.284,5.744,9.439,-1.284,6.819,4.643,11.442,6.674,-5.211,10.62,12.362,12.754,14.851,5.529,7.77,7.876,11.069,7.177,11.69,7.829,8.03,5.154,4.425,2.762,7.972,16.473,6.615,12.56,0.499,10.65,10.27,4.123,14.328,10.694,5.347,7.114,9.851,14.874,8.921,2.841,8.429,12.247,4.71,-0.397,12.191,8.433,13.941,10.09,2.668,11.01,1.383,14.882,15.808,1.842,8.812,3.773,-3.264,6.246,1.617,2.678,12.113,6.4,10.639,2.846,-1.122,5.261,9.403,5.158,-0.587,6.039,11.357,-1.52,1.569,7.799,9.689,8.943,5.832,10.084,5.488,10.978,7.252,1.177,4.148,2.92,4.284,11.786,-2.077,-0.219,11.82,8.354,1.235,11.385,10.93,9.605,5.959,0.34,10.381,14.138,8.593,12.529,11.307,10.449,5.321,0.871,4.125,10.682,2.676,9.109,6.68,15.155,-0.882,1.289,-0.761,1.831,1.787,10.661,8.903,5.45,7.877,2.145,16.373,9.39,-0.964,7.127,6.361,17.341,-1.317,10.172,12.31,12.943,9.548,4.984,13.269,9.954,8.562,7.544,12.373,11.217,13.301,8.118,14.078,7.954,5.215,9.727,5.981,5.585,8.64,12.548,0.017,9.112,8.905,6.997,15.442,4.3,-1.759,-0.646,8.441,6.173,-3.479,1.523,3.691,8.629,7.631,7.149,6.086,12.325,-4.311,-2.864,8.406,9.449,17.546,7.393,5.446,11.828,13.679,3.832,10.277,0.433,4.082,7.288,0.753,9.67,12.113,10.981,6.11,6.724,6.626,6.15,8.433,4.43,13.39,4.339,0.353,2.461,8.574,12.714,7.029,12.435,8.136,9.457,-0.556,5.925,-0.184,-0.113,14.387,12.603,10.866,6.034,2.756,5.001,9.679,9.259,0.605,6.22,10.944,3.571,4.768,12.351,8.898,16.154,2.264,-3.551,13.176,1.686,7.709,3.942,2.036,4.195,9.466,14.313,2.416,13.975,6.703,13.713,-0.926,12.358,7.386,4.913,1.832,5.317,5.656,-2.527,5.958,3.484,10.08,-0.196,8.379,12.961,-2.111,2.731,7.657,8.107,4.194,5.129,10.755,9.629,-0.565,11.058,5.779,10.938,7.987,9.484,2.488,7.814,3.187,8.474,2.733,0.688,14.713,-2.797,12.445,9.314,4.745,7.549,0.705,7.55,7.445,6.765,12.754,14.289,9.343,9.472,7.117,6.772,1.9,7.57,10.203,1.756,11.085,2.918,8.089,3.323,10.883,2.173,4.728,2.309,10.008,5.288,5.073,0.817,1.409,13.214,10.118,5.365,10.017,3.277,-0.627,2.139,8.168,7.887,9.047,13.718,7.762,-1.222,1.652,0.214,0.953,8.067,8.01,1.327,12.459,5.826,10.648,-0.186,8.166,10.391,1.209,10.911,17.039,10.64,5.242,9.185,5.863,9.856,6.711,6.975,13.464,-0.083,8.261,1.705,6.823,3.517,4.388,7.206,1.758,6.587,-0.538,5.363,9.271,14.422,4.536,9.324,-1.374,4.769,10.53,3.595,8.597,14.527,8.668,7.285,8.078,1.075,1.825,-2.398,6.681,6.787,4.063,-1.476,2.082,7.338,4.968,5.52,4.541,2.739,5.08,6.853,8.739,2.877,5.758,7.285,6.312,5.802,-0.637,12.533,-2.483,7.28,13.739,8.865,3.773,5.349,-0.57,6.036,-1.028,0.021,14.965,9.65,4.944,11.371,3.279,8.191,8.418,2.603,-0.146,2.135,8.053,12.24,8.673,4.757,9.493,3.728,-0.694,1.971,9.766,10.655,1.812,5.639,-0.88,6.531,8.685,1.775,3.194,7.456,13.509,1.093,3.676,0.459,6.575,0.699,8.502,-0.087,12.745,12.095,-3.494,5.337,12.335,0.579,3.882,-0.184,8.835,11.863,4.345,7.344,7.697,4.09,12.38,10.27,-0.203,-3.125,-2.46,0.959,7.88,13.754,8.096,7.686,-1.953,5.438,2.943,8.883,7.04,7.735,9.619,8.267,5.038,2.132,4.836,11.698,6.138,10.253,-1.111,2.937,4.823,1.686,5.735,3.542,8.427,12.841,8.174,0.338,-0.425,10.054,8.343,0.804,6.215,7.553,6.182,8.562,6.545,-5.009,7.375,3.996,-0.489,4.443,9.568,9.361,1.622,1.613,-1.482,12.981,0.504,6.231,8.821,4.062,4.77,11.968,1.358,4.76,6.945,1.006,4.539,12.79,-3.659,1.285,3.633,6.522,0.047,5.505,7.207,4.395,0.162,1.629,4.708,3.154,8.892,8.666,0.877,-0.185,-0.57,10.052,5.72,8.373,4.563,12.98,14.443,8.922,4.204,5.096,-0.979,2.92,7.005,2.166,7.775,3.443,3.038,-0.316,12.157,-0.628,7.058,5.638,2.715,3.342,10.727,-1.094,9.666,11.65,1.92,1.494,9.747,6.375,3.115,4.926,2.915,1.203,5.95,0.906,2.275,6.95,-1.996,8.129,6.396,5.127,5.499,3.149,3.081,14.448,1.167,8.888,10.399,2.486,11.065,5.149,2.468,6.453,4.141,1.679,9.072,0.85,4.418,3.061,7.433,2.579,-0.626,12.058,3.072,1.624,7.68,0.791,-2.993,0.318,16.285,0.576,4.401,-0.508,2.58,9.281,4.462,-0.037,0.823,3.036,-2.969,1.449,0.852,-2.543,4.78,10.739,1.267,-0.875,5.361,6.767,-0.734,6.548,13.304,-4.108,6.551,6.651,2.448,8.273,9.873,-1.961,4.238,-0.086,11.871,2.107,0.03,2.181,1.232,-1.239,-1.751,-0.164,-0.721,0.354,2.671,4.319,0.094,6.247,4.017,2.488,-3.021,-3.195,-1.262,-0.642,4.636,1.284,4.889,1.526,4.264,3.071,5.761,1.322,0.367,-0.536,1.204,2.512,1.51,6.368,1.816,5.021,-2.55,2.604,3.078,1.349,-1.697,-3.014,2.982,3.751,-0.272,0.63,1.947,-2.627,1.363,10.014,8.61,3.022,2.086,1.789,4.352,3.012,-0.068,-0.137,3.643,0.88,-0.651,2.273,1.944,-4.521,3.899,-2.043,1.265,-0.015,1.086,-1.168,-2.81,3.371,-0.262,-1.847,0.335,1.477,-0.357,-3.698,-0.279,-2.784,1.328,1.065,-0.075,0.866,0.702,-1.187,-0.366,4.68,2.471,-2.465,0.426,-1.607,2.547,-1.329,2.862,2.862,3.297,2.888,-1.231,-3.772,5.827,3.24,0.215,3.963,2.38,4.937,-0.194,-1.523,-0.635,-2.267,-3.202,5.646,-0.755,2.673,0.647,4.172,1.187,2.012,4.804,3.402,0.502,3.241,-2.456,0.009,0.294,-0.778,-0.38,-1.075,1.288,1.176,-1.759,-5.541,3.14,0.805,-1.242,0.04,1.5,4.053,-1.142,4.578,0.59,0.995,1.511,0.693,2.05,-3.005,3.857,1.455,3.042,2.534,-0.616,-0.657,2.519,4.169,0.076,1.467,1.634,2.094,-1.014,0.582,2.671,0.433,4.066,1.402,0.936,2.089,-0.855,-1.201,-0.493,-2.565,3.588,-1.261,1.869,1.826,0.777,0.742,1.753,0.644,2.316,-1.683,1.73,1.742,-1.282,0.59,-0.081,0.254,-1.743,-1.455,6.56,0.147,2.167,3.489,6.11,-0.317,2.931,-0.234,2.323,0.732,-0.033,0.452,-0.932,-1.697,2.143,4.74,-0.148,1.874,1.863,4.872,0.845,1.574,2.312,1.132,3.98,-0.955,3.217,3.156,-2.56,-0.372,-3.169,0.625,-2.408,-0.312,0.21,1.38,2.71,-1.467,2.644,1.106,-1.689,-1.098,5.464,4.022,0.314,1.347,2.902,2.05,-3.328,8.824,20.495,8.423,9.49,9.146,15.739,12.163],"base_top":[[248058,20.495],[40,20.118],[1206,19.388],[760,17.938],[2665,17.846],[12189,17.546],[8994,17.341],[1919,17.235],[27775,17.039],[34,16.826]]},"positions":{"tokens":[248058,198,27,1628,18941,10245,29,198,27,15704,28,490,367,29,198,15,17,23,198,510,15704,29,198,27,15704,28,2573,5662,29,198,20,16,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=c","ipher",">","\n","<","parameter","=","pl","um",">","\n","0","2","8","\n","</","parameter",">","\n","<","parameter","=","me","adow",">","\n","5","1","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.8362,-0.6121,-0.2853,0.7077,-2.1869,0.481,0.3151,-0.2035,0.209,-0.9438,-0.1565],[-4.1464,0.5469,7.5146,14.8629,-1.2149,-1.6459,1.6304,-0.727,0.0787,-0.6298,-0.3715],[-4.1274,-0.6465,10.9142,17.4292,-1.4965,-0.1492,-0.3541,-0.1156,0.0838,-0.7346,-0.0747],[-2.3242,-0.3832,10.3826,17.1962,-2.2924,-0.3621,1.2777,-0.6391,-0.0651,-0.586,0.0101],[-1.4232,-0.6688,10.0716,16.0903,-2.7927,-1.1498,-1.6588,-0.2028,0.1798,-0.9378,0.4609],[-1.3581,-0.0126,8.669,14.0343,-2.7109,-0.76,-1.0496,-0.6411,-0.0716,-0.9629,0.1099],[-2.9933,-1.3119,10.3265,20.8234,-1.0459,-1.505,0.6178,-0.9572,0.1618,-1.1369,0.0328],[-5.1288,0.2808,11.324,21.2009,-1.7878,-1.7853,1.1203,-0.4851,-0.0066,-1.0139,-0.1885],[-4.7934,-0.1803,11.4021,16.8536,-1.5441,-0.7879,-0.9829,-0.4793,-0.3118,-1.2895,-0.222],[-1.5132,-0.9746,10.6136,17.0559,-2.7272,-0.5752,2.8103,-0.745,-0.1835,-0.9429,-0.2533],[-1.8073,-0.9699,11.31,18.8605,-3.3678,-0.1732,-1.9532,-1.0319,0.0696,-1.3765,0.2071],[-1.5481,-0.5192,13.0468,15.9116,-2.1456,-0.3019,-0.8712,-1.5149,0.1767,-1.4527,-0.2173],[-2.4465,-2.0287,11.438,18.6111,-1.629,-1.356,-0.0515,-0.5686,-0.3813,-1.2091,-0.0465],[-3.4622,-1.6805,11.534,22.2978,-1.7272,-1.84,-0.2279,-0.9241,-0.0973,-1.7497,-0.0526],[-2.1265,-0.5245,13.8014,20.3855,-2.7846,-0.9924,1.7663,-0.5313,0.4113,-1.1499,-0.3467],[-0.7472,-0.1711,17.5198,15.9732,-1.3483,-1.0346,-1.1688,-0.4302,0.2801,-1.005,-0.3022],[-2.7435,-1.2018,14.0115,20.7149,-0.2458,-1.5404,0.1379,-0.9858,0.3796,-1.2885,-0.4475],[-3.2003,-1.7277,12.9206,20.7474,-0.3564,-0.9806,0.4495,-1.0495,0.0107,-1.7308,-0.2497],[-4.2878,-1.7327,12.3433,20.9481,-1.6123,-1.8893,1.4943,-0.7916,0.1311,-1.3963,-0.1958],[-4.969,-1.3057,13.5507,19.9026,-1.9467,-0.9342,0.5164,-0.6516,0.1653,-1.4367,-0.4644],[-3.6967,-0.1219,11.4304,17.2988,-1.5549,-0.8417,1.6065,-0.4921,-0.0239,-0.8058,-0.5085],[-4.77,-0.2866,10.1045,21.7076,-1.34,-2.3547,1.5048,-1.1055,0.3085,-1.3614,-0.1794],[-3.4407,-0.7791,11.6217,21.5127,-2.5626,0.0644,3.1241,-0.6214,0.3402,-1.3256,-0.0859],[-4.5101,-0.8542,11.0019,18.0013,-1.6904,-0.8022,0.2566,-0.2711,-0.1234,-0.9437,-0.4253],[-2.0862,-1.2627,12.3628,19.6183,-2.8013,-1.3105,2.7471,-0.5862,-0.0464,-0.759,-0.3235],[-2.2225,-1.2646,13.0155,19.9349,-3.8167,-0.98,-0.3612,-0.9177,0.2475,-1.4301,0.3002],[-1.2365,-1.3279,15.1091,18.9649,-2.4152,-1.0237,-0.3681,-1.443,0.2422,-1.529,-0.2335],[-1.6062,-2.7591,12.028,19.2703,-1.1112,-0.5645,-0.1539,-0.6931,-0.0349,-1.1643,0.2447],[-4.3207,-1.5365,11.883,21.9174,-3.0777,-1.9404,1.2179,-1.093,0.0951,-1.3845,-0.0023],[-3.512,-1.0876,14.0554,21.3509,-3.6341,-1.6682,1.8266,-0.689,0.3073,-1.0834,-0.5041],[-2.6933,-1.5417,17.7747,18.9084,-2.1345,-1.2533,-1.3381,-0.6426,0.216,-1.2019,-0.4253],[-3.2117,-1.343,12.8997,22.323,-0.4954,-1.5692,0.526,-0.9491,0.3791,-1.2903,-0.4759],[-4.2312,-0.9593,11.8036,22.896,-1.4274,-1.9854,0.7233,-0.7142,0.2155,-1.3728,-0.3088],[-4.5219,-1.4839,12.3586,19.709,-1.6393,-0.6488,0.6195,-0.5855,0.3575,-1.514,-0.4766],[-3.5703,-0.0646,11.2488,18.5717,-1.7046,-0.4412,1.2083,-0.4667,0.0552,-0.7493,-0.557],[-3.383,-0.0993,9.0254,20.6425,-1.9869,-1.6236,0.4368,-0.9167,0.2688,-1.3212,-0.0322],[-2.8435,-0.0487,9.1088,20.1638,-1.7329,-0.7037,1.0025,-0.6611,0.1324,-1.536,-0.2797],[-3.532,0.3284,10.3912,16.919,-1.6602,-0.7378,-0.7309,-0.7499,-0.0006,-1.2623,-0.2812],[-3.6802,-0.0611,9.9112,17.2155,-2.0375,-1.0905,-1.1393,-0.8342,0.2382,-1.1238,-0.2957],[-4.6067,-0.2219,6.1202,13.707,-0.7503,-1.9726,1.8921,-1.2597,0.2243,-0.9416,-0.075],[-3.7226,-2.3763,9.6287,17.4369,-0.7056,-1.365,2.7186,-0.3906,0.3607,-1.1616,-0.0806],[-4.3816,0.511,7.8997,11.5987,-1.7991,-0.885,-0.4957,-0.9266,-0.0763,-1.2672,0.2596],[-2.9675,0.1351,8.6945,12.5065,-1.6502,-0.5524,-1.3331,-0.9571,-0.0272,-1.4921,0.1354]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=plum>\n028\n</parameter>\n<parameter=meadow>\n51\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0008-renamed-611403","set":"renamed_B","cohort":"valid_call","family":"transfer_direction","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> zinc {\"marble\": \"spruce_304\", \"tango\": \"057\", \"vessel\": \"maple_858\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: copy an item into a destination while retaining it at the source.\nContainer the item comes from: \"057\". Item identifier: \"spruce_304\". Container the item goes to: \"maple_858\".\nUnrelated archived note: cedar_217, reference 087. These are not inputs to this request.","tools":[{"function":{"description":"Move an item from a source container into a destination container. Inert synthetic operation.","name":"orbit","parameters":{"additionalProperties":false,"properties":{"marble":{"description":"Item identifier","type":"string"},"tango":{"description":"Container the item comes from","type":"string"},"velvet":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"vessel":{"description":"Container the item goes to","type":"string"}},"required":["marble","tango","vessel"],"type":"object"}},"type":"function"},{"function":{"description":"Copy an item into a destination while retaining it at the source. Inert synthetic operation.","name":"zinc","parameters":{"additionalProperties":false,"properties":{"marble":{"description":"Item identifier","type":"string"},"tango":{"description":"Container the item comes from","type":"string"},"velvet":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"vessel":{"description":"Container the item goes to","type":"string"}},"required":["marble","tango","vessel"],"type":"object"}},"type":"function"}],"prompt_tokens":684,"decision":{"rms":0.3644013995483629,"sumsq":135.974277112633,"hb":[-0.01628,-0.05476,-1.88761,0.15263,-1.39775,0.19454,-0.64164],"lse":23.80697679101815,"logits":[13.309,12.884,11.795,11.617,11.545,10.393,7.735,8.553,9.893,10.485,9.059,16.651,10.673,9.552,14.561,9.532,8.212,8.861,10.097,9.073,20.426,8.58,10.546,13.169,13.808,12.193,9.902,9.244,11.718,8.046,8.549,13.848,14.602,8.259,13.524,9.105,9.688,11.892,8.925,10.343,13.701,9.515,11.429,13.189,4.703,6.55,1.141,12.273,6.137,13.482,5.538,9.341,8.073,8.035,9.857,5.675,10.103,13.703,9.535,5.947,9.239,13.712,5.413,7.734,9.995,12.071,5.594,8.797,2.03,16.475,7.936,7.899,8.238,-0.315,7.227,4.255,9.477,4.957,7.839,10.056,8.563,9.827,6.675,8.379,11.09,5.624,8.75,4.46,8.581,12.959,2.359,3.704,16.111,11.814,4.339,6.558,11.94,-2.446,4.246,4.132,6.855,7.676,1.161,7.229,1.105,12.825,9.168,4.686,8.904,9.656,7.471,9.846,4.576,5.346,6.249,10.907,16.586,5.78,7.243,9.338,11.663,10.114,12.241,13.774,12.619,13.42,3.277,11.168,7.845,6.688,1.133,8.107,5.28,6.694,12.102,7.067,4.176,12.193,6.623,8.972,7.347,14.304,12.368,5.865,0.34,6.481,10.932,-0.055,16.192,2.222,-0.709,8.321,6.607,6.961,4.763,9.233,6.433,9.594,7.508,9.551,6.804,4.665,9.9,-3.438,7.529,3.668,9.476,5.722,-5.69,9.612,12.129,9.958,12.081,5.748,10.524,5.848,7.55,5.326,10.74,7.462,5.867,5.43,5.605,5.477,8.689,15.131,4.982,11.51,-1.594,9.197,9.763,3.413,10.396,13.286,4.991,4.542,9.288,10.824,8.161,3.122,6.754,14.017,6.195,5.321,12.129,7.028,10.822,7.391,5.9,11.266,3.286,10.643,14.068,4.144,6.228,7.28,-3.09,2.6,4.107,4.741,7.735,8.025,7.426,5.109,-0.854,4.77,7.46,4.838,0.809,3.513,9.643,-0.875,2.926,6.072,8.097,11.355,4.498,11.023,5.24,8.667,10.023,5.335,3.443,5.234,6.071,11.762,1.194,-3.475,7.506,9.244,-0.248,11.582,8.985,7.124,4.32,-1.887,11.818,11.518,6.497,11.486,8.504,10.403,5.634,0.57,6.325,6.328,2.123,9.972,4.173,14.864,0.281,4.0,2.156,1.14,1.81,7.784,6.86,6.022,6.799,0.656,11.543,8.337,1.054,6.221,4.152,8.328,0.441,8.269,13.227,11.721,8.941,5.787,10.346,7.393,10.139,9.512,8.625,10.469,13.062,8.703,10.131,6.604,5.699,8.158,8.236,5.612,5.457,10.562,2.881,8.095,5.881,5.879,12.41,3.433,0.936,-1.89,7.718,6.881,-3.832,-0.702,4.337,9.692,7.977,8.919,8.554,13.117,-2.513,-3.282,6.551,10.267,15.075,9.326,0.933,8.851,12.607,7.27,8.898,2.891,1.777,6.055,-3.135,11.167,12.948,11.695,9.598,5.664,9.354,5.683,9.238,2.764,10.656,4.349,0.342,7.034,10.681,12.137,6.671,10.164,9.599,8.202,0.985,4.313,-1.038,1.004,9.693,10.015,11.798,4.141,4.555,3.533,9.569,11.645,0.673,5.884,9.925,5.223,3.738,9.905,9.286,13.648,3.77,-1.939,14.747,3.648,7.815,3.407,1.95,3.462,9.491,10.353,2.161,10.457,3.78,11.018,0.479,9.96,8.31,3.938,2.234,2.013,4.654,-2.062,4.395,2.091,10.705,0.209,9.989,10.337,-3.745,2.489,9.691,8.277,1.643,4.742,9.156,8.589,-1.349,11.911,6.472,10.034,8.178,10.917,3.364,8.33,5.243,9.743,4.453,2.559,12.221,-0.304,12.691,8.455,4.358,5.495,3.129,5.69,7.964,6.082,11.426,10.641,8.254,7.854,6.771,5.148,3.277,4.965,9.494,1.505,11.689,1.937,5.745,0.55,11.066,-2.606,5.578,2.268,8.804,4.533,4.188,0.445,1.974,9.564,9.016,4.139,8.436,1.376,-0.086,2.564,8.111,7.777,7.877,13.351,6.286,-0.067,2.296,2.887,1.247,6.499,5.599,2.512,7.945,4.472,8.281,-0.591,6.505,9.264,-0.606,7.953,15.712,8.811,5.671,8.446,5.617,7.981,7.392,5.063,10.604,0.745,6.955,3.38,5.641,1.905,4.238,4.417,1.022,5.249,1.159,4.101,9.453,14.177,2.774,9.006,-0.909,4.331,7.183,3.185,7.554,12.477,4.255,5.541,7.883,3.475,2.152,-1.569,7.423,5.637,0.285,-1.811,0.057,5.974,5.369,5.366,3.331,6.978,5.556,4.052,7.376,3.19,5.329,5.928,4.44,1.831,0.252,10.735,0.889,3.931,10.154,6.303,5.137,7.331,3.342,4.902,-2.838,1.143,7.257,11.45,6.145,11.066,2.712,7.283,8.97,5.167,-1.372,3.139,7.427,11.046,7.132,2.743,9.053,3.917,0.977,6.126,5.59,8.141,1.423,5.258,-1.034,5.47,8.359,0.611,2.592,6.93,9.728,0.184,5.448,2.253,6.07,0.429,11.961,-2.077,10.827,9.769,-2.439,4.567,8.633,-1.423,2.184,3.401,6.04,11.489,2.64,5.884,7.08,2.499,11.134,9.946,1.888,-1.579,-3.341,-0.236,6.043,10.6,8.621,7.481,-0.848,8.045,3.632,7.508,4.731,7.332,9.876,5.714,3.731,1.884,5.731,11.364,3.164,8.185,-3.297,4.687,6.035,2.224,5.729,2.902,8.237,13.294,5.9,0.598,0.287,5.929,8.602,-0.992,5.053,6.512,6.182,7.606,7.192,-3.56,4.192,1.814,-1.073,1.937,7.465,7.191,-3.426,1.604,-0.066,10.846,-1.177,3.809,7.661,7.905,5.624,9.33,2.13,6.795,6.54,-0.063,5.424,10.507,-3.253,-0.809,2.556,4.672,0.236,5.271,6.912,6.573,0.37,4.36,4.584,2.397,6.454,10.288,2.209,2.834,-0.257,10.034,4.201,6.876,5.333,4.892,10.855,5.947,3.515,6.887,0.989,3.209,5.639,1.168,6.02,2.501,0.284,-0.356,13.542,-1.443,5.679,4.17,1.316,4.332,7.301,-1.6,6.512,12.042,1.801,-0.546,5.236,5.608,6.54,3.745,3.671,2.391,5.683,3.456,1.669,8.435,-0.041,8.255,7.031,5.517,4.199,-0.052,4.357,5.166,1.103,6.763,8.704,1.053,12.702,1.369,4.211,6.534,5.81,4.159,6.856,3.332,2.318,2.285,5.198,0.369,0.078,11.585,0.899,0.624,7.025,3.197,-2.127,2.142,8.394,2.228,3.002,-3.741,2.059,9.365,4.713,3.978,0.89,2.88,-0.273,4.242,-0.523,-4.149,6.625,8.183,1.19,-2.236,1.964,6.508,0.872,6.601,11.906,-1.529,5.168,5.446,4.504,5.398,9.343,-0.785,3.671,2.07,9.125,-0.248,0.623,3.605,1.012,-1.625,-3.073,-0.337,1.387,-0.577,2.942,4.993,-0.512,5.232,4.235,0.77,-2.206,-2.119,-1.842,2.567,2.127,0.372,3.04,-0.038,4.379,-0.505,5.57,1.956,-0.792,0.299,-0.631,2.301,2.644,3.871,3.404,3.626,-0.647,3.371,0.573,2.654,0.903,-2.555,3.716,1.552,1.532,1.303,1.515,-1.157,1.019,12.682,9.227,2.495,3.311,3.086,2.97,3.343,0.342,-0.71,2.46,1.141,-1.481,0.582,-1.403,-5.367,3.618,0.254,2.531,-0.312,1.783,-1.857,-0.862,3.893,-0.644,-0.962,0.493,1.069,1.547,-2.366,-1.525,-1.818,2.436,1.316,-1.609,0.83,0.663,-0.187,3.356,2.831,0.478,-1.088,-2.715,-0.615,0.781,1.271,2.448,2.432,3.996,3.103,-3.161,-2.508,6.298,3.659,0.358,1.084,3.629,3.376,0.995,-1.969,0.071,-0.452,-0.563,6.047,0.072,2.491,2.175,5.145,1.035,1.021,4.47,2.791,-0.142,4.347,-2.23,1.165,1.746,0.437,4.769,1.187,1.833,4.138,-2.952,-1.091,5.442,0.531,0.997,2.473,1.663,2.497,0.36,6.079,-0.758,3.096,1.109,1.293,0.944,-0.587,4.685,1.202,0.551,2.387,-1.839,0.792,3.155,6.345,0.547,3.481,0.346,3.221,0.347,-1.133,4.373,3.648,3.492,-0.163,0.974,1.505,-2.384,-1.729,-0.692,-2.979,2.26,-1.958,0.997,-1.796,1.219,0.904,-0.786,5.559,3.886,0.394,1.208,1.445,-0.597,-0.421,1.514,5.441,1.944,-0.496,4.925,1.658,3.161,3.382,4.449,-0.62,3.779,-1.686,2.583,0.817,0.072,-0.735,-2.402,-0.51,2.789,3.455,0.131,3.102,4.457,2.933,-0.291,3.939,2.187,-0.513,4.541,0.84,3.845,4.915,-1.757,-1.97,-0.62,-0.307,-1.441,-1.858,-0.221,-0.111,2.478,-2.431,2.64,0.614,-1.175,-1.11,3.592,4.093,0.48,2.798,4.105,0.863,-3.812,10.219,23.765,11.797,12.66,11.784,15.51,13.788],"base_top":[[248058,23.765],[40,20.426],[27,16.651],[1919,16.586],[760,16.475],[2665,16.192],[1206,16.111],[27775,15.712],[248068,15.51],[3928,15.131]]},"positions":{"tokens":[248058,198,27,1628,79724,2747,29,198,27,15704,28,5437,863,29,198,49931,10208,62,18,15,19,198,510,15704,29,198,27,15704,23251,5005,29,198,15,20,22,198,510,15704,29,198,27,15704,28,861,16612,29,198,6449,198,510,15704,29,198,27,15704,37956,34373,29,198,2117,273,62,23,20,23,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=z","inc",">","\n","<","parameter","=","mar","ble",">","\n","spr","uce","_","3","0","4","\n","</","parameter",">","\n","<","parameter","=t","ango",">","\n","0","5","7","\n","</","parameter",">","\n","<","parameter","=","vel","vet",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=v","essel",">","\n","map","le","_","8","5","8","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.6753,-0.9255,0.0781,0.0925,-2.4832,0.6446,-0.2017,-0.3159,0.2209,-0.8029,0.067],[-4.0276,0.3007,7.2672,14.4521,-1.2417,-1.7618,1.5181,-0.8192,0.1474,-0.4663,-0.3456],[-4.6844,-0.7812,10.9081,17.6943,-1.9323,-0.2932,0.2925,-0.29,0.2795,-0.864,-0.0781],[-2.6697,-1.3163,10.4414,16.9473,-3.2161,0.2446,1.2865,-0.9131,0.1527,-0.6058,-0.1086],[-2.0235,-1.2194,10.0083,15.8121,-3.5631,0.0267,-0.6103,-0.7803,0.2224,-1.1014,0.361],[-3.7062,-2.2725,11.9603,18.2415,-1.2243,-2.532,-0.8392,-1.1226,0.0272,-0.9667,0.3621],[-5.2525,-2.2909,10.9057,21.8315,-1.4679,-1.9804,0.7995,-0.896,0.1516,-1.2658,-0.0404],[-5.6026,-0.5929,12.8935,21.342,-2.2351,-1.6314,0.9636,-0.3255,0.3362,-1.0625,-0.387],[-5.4692,-0.7052,13.0309,17.4678,-2.3011,-1.315,0.3294,-0.2161,-0.1264,-0.9342,-0.233],[-1.3726,-1.4011,11.9467,16.6247,-2.8471,-1.392,3.484,-0.4366,-0.0155,-0.9591,-0.3334],[-2.3724,-2.0995,13.7853,19.2715,-3.3406,-1.6832,-1.0963,-0.5422,0.2108,-1.2827,0.3038],[-1.6988,-2.0602,15.5338,16.6517,-2.5125,-1.6071,-0.8136,-1.0339,0.463,-1.3178,-0.4242],[-1.2253,-1.6083,10.1716,15.995,-0.094,-0.5355,-1.1802,-0.5293,0.0769,-1.544,-0.3938],[-4.6898,-1.6143,12.8539,22.1005,-2.4993,-1.4569,0.8182,-0.6888,-0.0078,-1.3068,-0.0303],[-3.2729,-1.0954,16.1145,19.7099,-3.9685,-0.2395,1.1703,-0.3139,0.4838,-1.4373,-0.2149],[-0.6449,-0.6482,19.7271,15.0055,-1.8762,-0.4672,-2.0791,-0.5265,0.4225,-1.3065,-0.1504],[-3.43,-1.4908,12.3597,19.0242,-1.3477,-0.2171,1.0388,-1.1175,-0.1511,-0.9843,0.195],[-5.191,-1.2428,12.6107,22.5528,-2.2902,-0.6546,0.9025,-1.4732,0.2835,-1.6669,-0.0193],[-3.4762,-2.6092,15.7633,21.4215,-2.2439,-1.4135,-0.2391,-0.4981,0.098,-1.602,-0.7321],[-3.2239,-1.8969,13.5634,21.8007,-1.8082,-1.6633,-0.754,-1.0542,-0.0509,-1.4506,-0.5553],[-3.285,-2.406,13.4487,21.7958,-0.6919,-2.0643,0.2626,-1.4056,0.1657,-1.5282,-0.3803],[-4.8029,-1.8714,12.0259,21.8038,-1.7864,-2.0205,1.5602,-0.7191,0.2595,-1.4264,-0.1642],[-5.3198,-1.9826,13.1464,19.6297,-1.8533,-1.8196,0.7225,-0.5741,0.2814,-1.3139,-0.6994],[-3.4672,0.059,11.6375,17.0893,-2.0006,-1.3738,0.8307,-0.497,-0.0003,-0.9116,-0.4923],[-5.3752,-0.3597,9.8524,21.2648,-1.2596,-3.4231,1.145,-0.8318,0.2819,-1.0921,-0.1539],[-5.193,-1.0259,11.0888,20.8377,-2.7299,-0.2801,1.8465,-0.2279,0.2539,-1.1988,-0.0946],[-5.3748,-0.7388,11.9779,19.4409,-2.1058,-1.2396,1.0944,-0.2622,-0.1306,-1.1575,-0.2883],[-1.4788,-1.4157,11.3285,18.4591,-2.8423,-1.0762,3.135,-0.5344,0.0079,-1.0477,-0.5107],[-2.9463,-2.5434,11.8769,20.7757,-3.3653,-1.8242,-1.3308,-0.8361,0.1675,-1.3183,0.1252],[-0.3759,-1.6385,10.9086,16.7302,-2.5796,-2.7412,-0.6306,-0.5515,-0.0675,-1.0709,0.0613],[-3.2158,-1.2921,11.7236,22.211,-2.2883,-1.2948,0.4732,-1.0217,0.1414,-1.4247,0.1003],[-2.5511,-0.1415,13.66,19.4899,-3.5056,-0.8196,1.4886,-0.3656,0.3413,-1.0922,-0.0249],[-1.5014,-0.4745,17.9213,16.896,-2.3497,-1.1191,-1.6455,-0.4794,0.2317,-1.1222,-0.084],[-2.6829,-2.0577,14.318,20.698,-1.3539,-2.2017,-1.7469,-0.9984,0.2652,-1.2214,-0.2737],[-3.7722,-1.559,12.6328,21.0474,-0.5631,-1.1964,-0.1672,-1.0302,0.2091,-1.2975,-0.3849],[-4.9299,-1.9492,12.3391,21.4872,-1.724,-1.9966,1.0591,-0.5732,0.3333,-1.3572,-0.0679],[-5.059,-1.8035,14.1029,20.6784,-2.305,-1.4563,0.947,-0.697,0.4811,-1.4182,-0.5346],[-3.5303,-0.1446,11.6848,17.1031,-1.9368,-1.0526,1.7653,-0.44,0.2577,-0.5929,-0.7067],[-3.8361,-0.9847,10.2058,22.1318,-1.277,-3.0225,0.7208,-1.08,0.4269,-1.1114,-0.0968],[-4.0896,-1.0348,12.2849,20.715,-2.0972,-0.2869,2.7104,-0.4287,0.3102,-1.1818,-0.0441],[-4.4803,-1.2612,11.8317,19.2375,-1.9721,-0.941,0.2453,-0.5557,0.0225,-0.9763,-0.272],[-1.344,-1.5645,11.7383,19.2849,-3.3693,-0.5681,2.3586,-0.737,0.02,-0.9519,-0.2495],[-2.2582,-2.1479,12.1866,20.3357,-3.7069,-1.12,-1.5438,-0.6851,0.1963,-1.1848,0.3944],[-1.5592,-2.0869,14.8309,17.7932,-2.577,-0.965,-0.6747,-0.9543,0.4637,-1.188,-0.3634],[-2.0024,-1.2491,12.206,18.0629,-0.1574,-1.036,-0.4443,-0.7693,-0.1096,-0.8965,0.0174],[-3.0489,-1.0207,10.9887,21.9387,-1.2163,-2.6332,0.0917,-0.9267,-0.1206,-1.5332,-0.0189],[-3.1778,-0.8327,12.9626,20.055,-2.4773,-1.7263,1.3269,-0.4824,-0.1469,-1.3492,-0.0872],[-1.5979,-1.1019,16.4802,16.7843,-1.2534,-1.8386,-0.9274,-0.8006,-0.0603,-1.4318,-0.1675],[-4.4319,-0.8526,10.7957,23.1116,-2.2371,-1.9689,1.6368,-0.6971,0.109,-1.5237,-0.2803],[-4.7965,-1.2865,12.5465,19.8131,-2.8353,-0.8109,0.8679,-0.8414,0.2429,-1.4991,-0.6192],[-2.8431,-0.2345,11.821,17.5736,-2.165,-1.2006,1.2207,-0.7632,0.1483,-0.8648,-0.6892],[-4.5834,-0.1228,9.5278,21.3969,-1.0571,-3.086,1.2955,-0.9583,0.3718,-1.2111,-0.1974],[-4.8906,-0.6874,10.9898,21.7136,-2.2712,-1.0242,2.1257,-0.4677,0.2303,-1.2447,-0.0853],[-4.3991,-0.3115,10.8782,18.3124,-1.7162,-0.9317,0.3683,-0.704,-0.0624,-1.1444,-0.1765],[-1.0331,-0.7695,10.4396,17.6267,-3.3649,-0.5749,2.6176,-0.681,-0.0908,-0.6474,-0.214],[-2.673,-2.1807,11.8728,20.7514,-3.4698,-1.8335,-1.8766,-0.7334,0.1087,-1.0747,0.3889],[-1.5173,-0.4464,11.7487,18.5362,-1.7865,-2.7505,-1.2633,-0.4478,0.2822,-1.0089,0.0094],[-4.2784,-1.6339,12.5212,20.8019,-1.5063,-1.3884,1.4375,-1.0408,0.1044,-1.4648,0.1045],[-3.9792,-1.2494,15.2547,19.8752,-3.2797,-0.2426,2.2205,-0.403,0.1479,-1.2219,-0.0006],[-2.5226,-1.633,19.7698,16.3433,-1.8285,-0.6377,-0.331,-0.6187,0.1605,-1.214,0.0145],[-3.7999,-1.7313,14.0515,20.9665,-0.1062,-0.4705,-0.139,-1.3028,0.1719,-1.4329,-0.0347],[-5.1168,-1.8591,12.6023,22.8087,-1.4357,0.1689,1.0775,-1.5251,0.118,-1.4509,-0.1813],[-3.5446,-3.0301,15.9791,21.5004,-1.2943,-0.6838,-0.1189,-0.7217,0.049,-1.5466,-0.709],[-3.6393,-1.9942,13.7196,20.1814,-1.5878,-2.883,-1.03,-1.7112,-0.0613,-1.1789,-0.7059],[-3.357,-1.4834,11.9075,20.6356,0.0078,-0.9042,1.0609,-1.276,0.1142,-1.3966,-0.386],[-3.7021,-1.4333,11.1924,22.5143,-1.0358,-1.1459,0.1577,-0.6221,0.2225,-1.3649,-0.4268],[-4.1008,-1.378,12.3816,19.8235,-1.4555,-0.663,0.5274,-0.6547,0.4305,-1.2952,-0.7321],[-2.6554,-0.388,11.8612,17.9688,-1.3883,-0.9394,0.8526,-0.7303,0.1869,-0.7159,-0.6624],[-3.5384,0.0918,8.4717,19.7342,-0.5188,-2.4382,0.3318,-0.6927,0.3779,-1.0529,-0.2189],[-4.5909,-0.1512,10.2269,20.2341,-1.6533,-0.46,2.1636,-0.0992,0.2817,-1.1177,-0.472],[-4.172,0.6268,10.7981,17.57,-1.0671,-0.3567,-0.6326,-0.4317,0.0091,-1.0154,-0.2737],[-4.0265,-0.397,10.9772,17.8335,-1.9313,-0.793,-0.7458,-1.0587,0.2772,-1.0903,-0.3647],[-4.2013,-0.2369,5.3581,12.5797,-0.6775,-1.6239,1.8535,-1.4042,0.3365,-0.8252,-0.1081],[-4.526,-1.8125,10.7932,17.8906,-1.5717,-0.4206,2.5129,-0.0984,0.4476,-1.039,-0.2082],[-4.6785,-0.0372,8.1649,12.9354,-1.7684,-1.5066,-0.346,-0.8541,-0.0652,-1.1141,0.1604],[-3.1784,0.4694,9.4103,13.5834,-1.6894,-0.171,-2.1943,-1.0048,0.0105,-1.3726,0.1114]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=marble>\nspruce_304\n</parameter>\n<parameter=tango>\n057\n</parameter>\n<parameter=velvet>\nbrief\n</parameter>\n<parameter=vessel>\nmaple_858\n</parameter>\n</function>\n</tool_call>","n_tokens":76,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=marble>\nspruce_304\n</parameter>\n<parameter=tango>\n057\n</parameter>\n<parameter=vessel>\nmaple_858\n</parameter>\n</function>\n</tool_call>","n_tokens":63,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=marble>\nspruce_304\n</parameter>\n<parameter=tango>\n057\n</parameter>\n<parameter=vessel>\nmaple_858\n</parameter>\n</function>\n</tool_call>","n_tokens":63,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=marble>\nspruce_304\n</parameter>\n<parameter=tango>\n057\n</parameter>\n<parameter=vessel>\nmaple_858\n</parameter>\n</function>\n</tool_call>","n_tokens":63,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":false}}},{"id":"discovery-611401-0213-renamed-611403","set":"renamed_B","cohort":"valid_call","family":"numeric_comparison","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> tango {\"orbit\": 4, \"parcel\": \"097\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_375, reference 088. These are not inputs to this request.\nCarry out this request: select stored numbers strictly above a threshold.\nSeries identifier: \"097\". Numeric threshold: 4.","tools":[{"function":{"description":"Select stored numbers strictly above a threshold. Inert synthetic operation.","name":"tango","parameters":{"additionalProperties":false,"properties":{"cobalt":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"orbit":{"description":"Numeric threshold","type":"integer"},"parcel":{"description":"Series identifier","type":"string"}},"required":["parcel","orbit"],"type":"object"}},"type":"function"},{"function":{"description":"Select stored numbers strictly below a threshold. Inert synthetic operation.","name":"mosaic","parameters":{"additionalProperties":false,"properties":{"cobalt":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"orbit":{"description":"Numeric threshold","type":"integer"},"parcel":{"description":"Series identifier","type":"string"}},"required":["parcel","orbit"],"type":"object"}},"type":"function"}],"prompt_tokens":588,"decision":{"rms":0.4224388119232136,"sumsq":182.73643501475453,"hb":[-0.03663,-0.04296,-2.36275,0.28507,-1.88783,0.19078,-0.7108],"lse":24.075987113953495,"logits":[13.407,12.284,10.852,11.3,10.569,10.467,8.528,8.569,10.636,10.983,10.842,15.766,11.267,10.336,14.105,9.984,9.123,9.672,12.179,9.446,19.025,10.76,10.704,12.334,11.844,12.212,10.042,10.572,12.712,9.417,9.98,13.193,14.686,8.932,12.908,9.75,10.647,11.526,10.979,11.05,12.022,10.52,9.013,12.702,5.871,6.947,-0.207,11.109,7.581,13.444,6.124,7.951,10.062,7.799,8.608,6.681,10.656,14.842,10.315,5.654,7.951,13.481,5.72,8.818,9.704,10.98,4.948,8.774,2.233,16.23,6.584,6.079,8.408,-1.484,8.013,3.647,10.139,6.048,8.188,8.792,9.07,9.822,7.308,8.363,9.92,5.567,6.598,5.381,8.627,11.3,2.46,3.538,13.965,12.648,3.253,6.783,10.557,-1.476,4.678,3.981,6.495,8.578,0.654,6.887,0.229,12.207,9.47,3.966,8.506,10.551,9.798,9.907,4.833,5.859,7.176,10.063,15.083,3.741,8.194,6.379,11.67,10.89,11.686,12.2,12.371,10.679,3.994,11.076,7.345,8.928,1.847,5.534,4.631,5.598,13.067,7.919,3.438,11.536,5.668,7.902,8.043,12.841,11.258,4.359,0.035,7.691,10.446,1.576,14.072,2.198,0.345,9.142,7.769,7.377,4.884,9.592,5.659,8.755,7.852,12.047,8.077,4.694,9.203,-0.892,7.642,4.74,8.528,3.497,-5.045,8.665,10.797,9.822,10.954,5.919,8.115,5.98,5.322,6.058,9.898,7.546,5.955,4.989,6.18,5.008,8.266,14.667,4.407,10.578,-2.993,8.805,9.545,3.558,9.964,12.384,3.836,3.078,9.006,9.896,8.878,3.114,6.832,12.887,6.224,5.109,11.49,7.692,8.133,6.447,5.921,10.316,4.221,10.252,13.468,2.564,6.174,6.924,-4.931,-1.097,6.489,5.078,5.988,8.924,8.914,4.988,-0.469,3.934,6.206,5.297,3.037,3.454,9.909,-1.88,4.7,4.703,8.771,9.292,2.931,8.993,6.119,7.898,9.825,6.373,3.51,5.084,4.575,12.326,2.675,-4.59,5.642,8.355,0.299,9.701,8.951,6.922,6.412,-3.722,11.901,10.872,7.218,9.88,6.897,10.551,5.079,2.232,4.719,5.722,2.6,9.767,3.255,14.021,1.968,4.586,1.703,1.202,2.4,6.532,7.658,6.994,7.744,0.456,7.73,8.236,1.261,5.697,5.572,6.954,2.09,6.681,11.911,11.162,7.483,6.024,9.228,6.027,6.875,8.536,7.25,10.213,13.469,9.389,8.467,5.939,6.991,7.736,6.419,3.867,4.243,9.324,1.372,8.386,6.558,3.767,11.878,3.567,0.455,-3.38,7.295,9.508,-5.48,-1.483,5.742,10.172,7.834,8.539,8.659,10.146,-3.256,-1.002,7.569,8.226,12.962,9.258,1.74,9.137,11.909,8.245,8.23,2.029,3.66,6.109,-1.579,11.589,12.165,12.398,9.61,4.56,9.5,2.281,6.651,0.829,8.471,6.001,-2.146,5.585,9.682,11.917,7.804,10.413,9.427,7.91,3.38,5.51,0.115,0.247,10.024,8.929,12.416,4.56,3.834,4.357,8.894,10.076,0.494,5.407,9.57,5.749,3.901,8.603,8.463,12.371,2.968,-2.149,13.669,4.173,6.757,3.847,3.434,1.604,7.322,9.472,4.42,8.479,4.95,9.358,0.557,8.918,7.666,3.119,3.672,1.612,3.479,-1.673,5.298,2.133,10.9,-0.204,9.655,9.956,-2.919,2.926,9.871,8.85,-0.67,5.984,8.278,7.957,-3.026,11.53,7.147,9.424,6.821,10.527,2.985,7.364,5.588,10.368,4.938,0.791,11.557,-0.293,11.571,7.264,2.124,4.645,4.934,4.271,6.839,7.382,9.952,10.43,8.163,5.971,6.709,3.588,3.473,4.883,9.376,0.187,11.096,0.838,7.152,-1.727,9.295,-2.723,4.538,3.269,8.383,8.744,4.935,0.767,1.922,8.302,8.814,4.526,6.755,2.592,-0.377,2.118,8.849,6.923,6.376,11.615,6.41,0.102,3.402,4.235,1.915,6.141,5.548,3.046,7.06,5.563,8.327,0.699,6.923,9.331,0.222,7.35,14.789,9.285,5.973,4.794,7.237,7.733,5.798,5.221,10.202,1.728,6.564,1.912,5.638,1.118,3.251,4.932,0.678,5.483,1.47,4.943,8.048,12.684,4.119,8.983,1.215,1.532,7.088,4.47,6.228,11.877,4.073,6.133,7.65,2.314,3.78,-0.523,4.874,6.246,0.755,-2.085,2.345,6.436,5.959,5.319,4.066,7.028,4.537,5.765,7.065,3.264,4.33,4.298,4.554,-1.698,1.654,9.659,1.628,3.907,8.888,6.187,5.696,5.851,4.469,5.907,-1.948,2.266,7.16,8.665,5.438,11.592,1.813,7.064,8.578,3.767,0.711,1.989,7.8,9.344,6.337,2.234,8.539,2.91,0.36,6.143,2.631,7.826,2.587,4.801,-3.211,5.879,6.995,-0.495,2.567,6.215,7.538,0.496,4.253,0.363,7.03,2.295,10.484,-0.035,10.274,6.934,-1.136,6.636,7.775,-1.498,3.301,4.113,3.861,12.234,1.079,6.49,7.497,4.03,9.725,9.929,1.172,-0.192,-2.388,1.466,7.572,8.225,8.193,6.798,-0.254,6.64,2.912,6.909,3.24,7.328,7.728,4.663,2.98,2.685,5.311,10.96,4.619,8.098,-3.233,5.079,6.733,2.466,3.709,4.216,7.853,12.119,6.195,1.444,0.796,4.655,9.586,-1.242,4.841,6.362,6.273,6.795,5.615,-0.646,1.872,2.242,0.005,3.013,7.589,8.338,-5.426,0.757,0.456,9.535,-0.743,4.021,7.629,8.197,6.14,7.529,2.769,7.271,6.727,-1.138,6.475,8.978,-4.583,-1.15,1.459,5.584,2.198,6.591,7.928,7.478,0.156,3.831,3.245,2.438,6.968,10.27,2.905,2.38,-0.701,9.473,4.055,8.092,5.119,5.292,9.398,6.706,3.558,6.618,1.385,3.606,6.51,1.795,4.979,1.283,0.302,-0.375,14.4,-1.195,5.293,1.449,0.557,6.234,7.131,-1.38,6.805,11.275,0.88,1.545,2.383,5.493,6.378,2.566,3.709,3.092,5.309,3.805,0.673,8.162,0.261,7.014,9.1,4.628,4.68,-0.498,4.628,4.561,1.608,6.909,7.96,2.419,12.121,0.008,4.162,4.951,5.818,3.165,5.629,4.301,0.336,3.549,5.976,2.293,0.579,8.152,-2.179,1.395,7.361,2.96,-1.086,2.836,5.577,2.055,1.005,-2.724,1.852,8.865,4.749,4.286,1.383,1.527,0.362,3.859,0.039,-3.19,7.167,5.962,2.006,-0.518,2.272,6.135,1.863,7.521,11.944,-1.935,4.888,4.988,5.34,3.82,9.245,-1.238,2.882,1.073,8.609,-1.658,-0.908,6.282,2.72,0.618,-0.768,0.542,1.909,1.214,2.494,5.465,1.735,4.999,4.945,0.839,-1.14,-1.391,0.122,2.544,1.009,1.431,4.42,1.255,5.784,0.478,5.739,1.895,0.538,3.866,0.921,2.735,2.683,3.75,3.559,4.529,0.002,3.446,-0.183,3.254,2.861,-2.876,4.064,1.578,2.142,2.066,2.307,0.43,2.032,12.056,9.065,3.55,3.579,4.747,3.475,4.279,1.709,-1.168,3.049,2.962,-1.63,-0.374,-0.81,-3.547,5.81,0.276,2.485,0.263,3.214,-1.967,-0.504,3.599,-0.122,-1.147,-0.072,2.224,1.501,0.016,-0.921,-0.137,3.442,1.932,-0.164,1.899,0.181,0.742,3.089,2.094,0.362,-0.238,-3.309,0.7,-0.199,0.929,2.21,2.397,5.945,4.094,-1.523,-0.483,4.737,5.232,0.063,0.751,4.331,3.988,2.248,-1.217,1.302,0.328,1.675,4.244,0.334,2.542,3.624,6.704,2.941,2.943,4.046,4.023,1.404,5.665,-2.462,2.117,0.803,1.321,4.362,0.457,2.581,3.174,-3.135,-0.026,4.45,0.966,0.959,2.551,2.612,3.827,1.521,4.217,-1.0,5.505,1.559,2.353,1.078,0.601,5.295,1.426,-0.612,3.09,-1.597,2.38,2.477,5.415,1.221,4.042,0.656,4.675,1.094,0.179,6.04,5.237,1.608,0.784,1.013,1.006,-2.3,-0.65,0.245,-4.405,2.17,-2.428,1.958,-2.744,2.306,-0.144,1.218,6.097,3.965,0.657,3.34,1.248,-0.436,0.132,0.57,4.601,3.316,-0.415,4.444,2.427,2.624,4.579,2.98,1.71,2.383,-1.462,2.036,0.339,0.559,1.065,-4.091,0.001,3.119,2.397,0.094,4.282,4.868,3.083,0.395,4.342,1.819,1.978,7.282,0.823,4.291,3.097,-1.138,-0.203,-0.596,1.209,-1.204,-1.416,1.643,-1.605,1.62,-3.484,1.274,2.446,-0.201,-0.771,1.017,3.585,1.11,4.724,4.715,2.246,-3.124,11.364,24.066,13.236,13.542,12.783,16.124,15.262],"base_top":[[248058,24.066],[40,19.025],[760,16.23],[248068,16.124],[27,15.766],[248069,15.262],[1919,15.083],[510,14.842],[27775,14.789],[63,14.686]]},"positions":{"tokens":[248058,198,27,1628,23251,5005,29,198,27,15704,28,92603,29,198,15,24,22,198,510,15704,29,198,27,15704,28,71813,29,198,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=t","ango",">","\n","<","parameter","=","parcel",">","\n","0","9","7","\n","</","parameter",">","\n","<","parameter","=","orbit",">","\n","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.7325,-1.0482,1.2722,0.5184,-1.7251,0.591,-0.9842,0.1234,0.1384,-0.7051,0.064],[-4.5936,0.5915,7.7509,14.5741,-1.2231,-1.7185,1.6638,-0.6256,0.072,-0.5334,-0.3063],[-4.8264,-1.08,11.777,18.0518,-2.0963,-0.3951,-0.3934,-0.2458,0.0953,-0.8373,-0.0608],[-2.5161,-1.4902,10.8597,17.9779,-2.4776,-0.7149,1.0909,-0.8054,0.0332,-0.6098,-0.0617],[-1.8232,-1.7135,11.3106,17.1318,-2.4335,-1.2351,-2.1692,-0.5985,0.3511,-0.9745,0.324],[-1.114,-1.3538,11.5213,16.0338,-0.8302,-2.3869,-1.764,-0.4406,-0.0479,-0.8897,0.4161],[-4.2247,-0.9609,10.05,21.2989,-1.7688,-1.628,-0.1335,-0.98,0.1852,-1.164,0.2123],[-5.1371,0.028,10.523,20.477,-2.3217,-1.8822,0.3004,-0.4307,0.1997,-1.0199,-0.2328],[-5.2465,-0.2444,11.3254,17.3313,-2.0653,-1.4155,-1.3922,-0.28,-0.2193,-1.0884,-0.2089],[-1.4116,-0.7902,10.8867,17.0467,-3.2182,-0.8892,1.4066,-0.5939,0.0178,-0.8968,-0.2119],[-2.2527,-1.2681,10.5145,18.3163,-4.1525,-0.8436,-2.0232,-0.5216,0.0964,-1.1966,0.371],[-1.4164,-1.1109,12.8805,14.6918,-2.6869,-1.1836,-2.208,-0.9723,0.33,-1.1661,-0.2663],[-4.3265,-2.5012,11.1281,21.9353,-2.5448,-1.8089,-0.0121,-0.565,-0.0278,-1.4788,0.0273],[-3.1075,-1.343,15.2157,21.1578,-4.0902,-0.3862,1.1823,-0.3294,0.4914,-1.4413,-0.2245],[-1.996,-1.5337,19.1934,17.3097,-2.7606,-0.0712,-1.9645,-0.2821,0.3367,-1.3707,-0.301],[-2.4034,-2.1246,15.0125,20.3763,-0.7712,-1.7297,-0.927,-0.7594,0.182,-1.3018,-0.2975],[-3.2207,-1.8211,13.6575,21.6711,-0.7923,-0.4306,-0.6726,-0.8083,0.1848,-1.3113,-0.4099],[-3.815,-1.3747,12.4826,20.8189,-2.0417,-0.75,0.3604,-0.6741,0.2858,-1.5094,0.0601],[-4.3721,-1.3755,13.0978,19.5444,-2.4706,-0.5404,0.1255,-0.4298,0.2487,-1.396,-0.423],[-2.9721,0.3058,10.8761,17.4717,-1.634,-0.8934,0.9338,-0.301,-0.0452,-0.7344,-0.5541],[-4.3073,-0.1988,9.443,20.4917,-2.1537,-2.0247,0.158,-0.84,0.3367,-1.3852,0.0028],[-3.4686,-1.1527,12.5442,21.7815,-1.9111,0.9488,1.6234,-0.1157,0.3313,-1.3814,-0.0353],[-4.4616,-0.6178,11.1167,17.9517,-2.0668,-0.6874,-0.458,-0.2703,-0.1176,-1.1542,-0.2365],[-1.3435,-1.5144,10.9278,17.0512,-3.5569,-1.0307,1.7238,-0.4711,-0.0418,-0.9248,0.0377],[-1.6455,-0.4231,9.5457,14.9374,-3.9889,-0.5782,-1.8546,-0.4225,0.1208,-1.3204,0.685],[-1.4128,-0.1153,13.0363,15.5899,-2.5386,-1.1322,-1.841,-1.0727,0.2894,-1.4144,0.0624],[-3.7478,-1.4437,11.2777,22.4361,-2.2709,-1.0942,0.6193,-0.6563,0.1263,-1.6935,-0.039],[-3.1199,-1.6967,13.0988,21.4762,-2.8974,-0.8135,1.8094,-0.2451,0.234,-1.2628,-0.3928],[-1.8713,-2.0675,16.8769,19.4052,-1.3268,0.1103,-1.328,-0.0627,0.0976,-1.253,-0.0284],[-3.6193,-1.2809,12.1361,22.0907,-1.297,-1.3032,0.7217,-0.5254,0.083,-1.5503,-0.2538],[-4.155,-1.2218,12.3547,19.3086,-1.7562,-0.9192,1.0269,-0.3872,0.1925,-1.3414,-0.4949],[-3.1532,0.0888,11.8565,18.7016,-1.9515,-0.5767,1.3116,-0.6514,0.1527,-0.819,-0.5274],[-3.6914,0.7253,8.7587,19.6832,-0.3961,-2.7519,0.8251,-0.836,0.243,-1.3394,0.0273],[-3.9125,-0.3427,10.4554,20.5814,-0.3957,0.3449,1.3116,-0.313,0.1592,-1.6558,0.2543],[-4.0375,0.9395,10.1505,15.9821,-0.9246,-0.9397,-0.0501,-0.6464,-0.0812,-1.2834,-0.1307],[-4.3323,-0.1385,10.4808,17.4103,-1.7756,-0.7881,-1.3315,-0.7384,0.1114,-1.0434,-0.382],[-4.5342,-0.3736,6.1672,13.4963,-0.4959,-1.9703,1.7817,-1.197,0.2266,-0.8008,-0.0772],[-4.4969,-2.0368,10.961,17.8947,-0.5326,-0.1865,2.4669,0.1822,0.3539,-1.0912,-0.0429],[-4.6989,-0.5921,9.089,13.4718,-2.3109,-1.5429,-0.8756,-0.7418,-0.165,-1.227,0.1363],[-3.5132,-0.6156,9.263,13.0364,-1.9083,-0.6043,-1.8178,-1.1446,-0.0875,-1.6421,0.0235]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=tango>\n<parameter=parcel>\n097\n</parameter>\n<parameter=orbit>\n4\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=tango>\n<parameter=parcel>\n097\n</parameter>\n<parameter=orbit>\n4\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=tango>\n<parameter=parcel>\n097\n</parameter>\n<parameter=orbit>\n4\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=tango>\n<parameter=parcel>\n097\n</parameter>\n<parameter=orbit>\n4\n</parameter>\n</function>\n</tool_call>","n_tokens":40,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0286-renamed-611403","set":"renamed_B","cohort":"no_tool","family":"numeric_comparison","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_394, reference 090. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to select stored numbers strictly below a threshold. Do not access or change stored data.\nNumeric threshold: 34. Series identifier: \"maple_564\".","tools":[{"function":{"description":"Select stored numbers strictly below a threshold. Inert synthetic operation.","name":"meadow","parameters":{"additionalProperties":false,"properties":{"lattice":{"description":"Numeric threshold","type":"integer"},"lumen_ripple":{"description":"Series identifier","type":"string"},"mosaic":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["lumen_ripple","lattice"],"type":"object"}},"type":"function"},{"function":{"description":"Select stored numbers strictly above a threshold. Inert synthetic operation.","name":"fable","parameters":{"additionalProperties":false,"properties":{"lattice":{"description":"Numeric threshold","type":"integer"},"lumen_ripple":{"description":"Series identifier","type":"string"},"mosaic":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["lumen_ripple","lattice"],"type":"object"}},"type":"function"}],"prompt_tokens":624,"decision":{"rms":0.3796269243455995,"sumsq":147.57437612861395,"hb":[-0.06915,-0.11039,-1.39219,0.00173,-0.93756,0.19021,-0.36918],"lse":21.779371233244557,"logits":[15.495,12.937,14.284,13.392,12.408,13.126,8.303,10.817,10.503,11.501,11.659,15.866,14.086,10.582,15.047,11.88,9.568,11.027,10.561,11.382,19.794,11.965,11.988,15.335,12.072,12.052,11.522,10.647,14.017,10.386,9.397,13.66,16.325,9.651,12.933,11.297,10.002,12.257,9.48,9.429,12.583,8.327,8.259,11.99,8.739,7.166,4.766,11.202,9.202,16.216,6.123,7.733,9.55,7.499,7.853,6.892,9.747,10.851,10.77,6.382,6.076,16.259,1.966,7.417,8.635,10.867,6.031,12.408,0.923,18.357,9.83,8.984,9.611,-0.911,15.026,3.887,10.759,7.943,10.443,13.466,12.283,8.934,11.755,12.464,11.586,7.66,7.643,3.718,12.657,11.74,1.917,6.357,20.073,10.558,8.087,8.16,14.981,-3.596,2.646,3.061,8.208,11.908,2.228,10.416,1.496,14.701,12.62,3.095,7.646,12.345,16.181,10.21,9.098,5.873,9.755,12.637,18.384,8.547,10.399,8.561,14.738,13.229,14.842,14.382,17.506,11.011,2.342,12.212,8.709,10.713,5.152,10.19,4.383,8.629,9.834,9.39,6.917,15.141,3.246,9.839,9.163,17.394,14.421,6.543,0.091,8.986,15.007,-0.492,16.696,3.066,-4.338,13.255,6.676,8.747,7.6,11.807,8.509,8.326,9.476,19.395,10.598,4.804,10.605,-1.041,9.567,5.862,11.197,6.467,-5.584,9.84,12.952,13.676,15.129,9.175,7.559,9.061,9.608,8.714,13.074,7.255,10.24,7.354,4.781,2.768,9.496,16.584,7.619,12.129,0.207,11.82,11.783,4.364,16.08,10.848,5.414,7.0,10.413,15.284,10.38,2.793,9.607,12.419,7.485,1.44,12.714,10.611,12.114,9.482,4.448,11.976,5.602,15.226,16.268,1.38,9.076,5.948,-4.27,2.285,3.032,4.956,10.361,8.938,11.655,1.052,-0.115,6.389,8.044,4.927,1.616,5.555,10.73,-2.167,3.518,9.397,10.871,10.174,5.847,13.71,7.789,11.722,5.893,5.824,5.688,5.377,6.252,12.346,1.316,-1.717,11.927,9.218,1.358,10.932,11.501,13.034,7.438,-0.691,12.034,12.59,8.747,13.398,11.178,10.495,6.287,2.252,3.89,9.217,2.886,10.632,6.291,15.65,1.022,2.297,-0.456,2.905,2.019,11.758,12.21,7.983,10.236,1.399,12.257,12.396,1.106,7.462,9.666,8.819,-0.887,10.269,11.509,14.279,10.805,8.872,12.102,9.862,9.377,9.345,10.302,13.186,14.037,10.148,12.149,9.729,8.116,11.553,8.137,6.251,9.24,13.582,0.116,9.798,9.58,5.828,16.39,5.771,-1.926,0.221,10.015,8.367,-1.891,0.855,5.232,11.868,9.586,8.643,7.907,12.142,-4.36,-1.614,10.176,10.975,16.934,8.553,2.991,13.215,12.688,4.119,10.853,3.449,2.64,8.157,0.272,10.229,13.932,10.015,8.044,5.271,8.586,4.841,5.5,3.027,11.284,6.894,-2.527,1.983,7.415,13.832,9.876,13.124,10.283,8.714,4.509,8.868,0.119,0.417,14.315,11.8,11.819,4.805,3.212,4.262,12.741,9.411,0.954,8.311,11.797,4.463,6.97,11.597,9.421,17.281,3.324,-0.914,15.918,2.874,9.556,4.169,2.904,2.943,9.489,12.594,5.88,12.581,6.231,13.85,1.364,12.947,8.55,5.189,1.601,5.915,4.274,-3.017,7.2,5.567,11.404,1.085,8.778,12.026,-0.787,2.489,11.792,8.237,2.946,6.011,11.699,10.132,-0.952,10.555,8.559,11.121,8.439,10.919,3.315,6.326,5.386,10.385,3.069,0.48,13.124,-1.31,12.807,9.425,2.32,6.209,1.21,5.084,7.849,9.107,12.922,14.482,10.472,9.457,7.575,6.258,2.077,6.752,13.47,1.73,12.26,0.911,9.279,2.44,12.944,0.408,2.83,0.776,11.265,10.235,9.303,1.492,1.998,13.149,11.204,6.77,9.85,3.819,1.778,1.486,8.672,7.35,7.861,14.889,8.179,-2.135,2.904,1.125,1.21,9.541,8.341,1.898,11.146,7.254,12.242,0.177,8.025,13.39,-0.32,9.005,17.214,12.641,6.08,7.393,10.245,9.21,6.781,8.341,12.486,-0.171,9.767,0.678,7.857,3.656,4.634,8.876,0.835,6.48,0.04,8.241,11.438,13.436,6.809,12.178,2.809,4.117,13.077,3.973,8.775,14.788,9.292,7.336,10.03,1.871,2.528,1.035,7.748,9.803,3.903,-2.108,4.371,7.508,6.808,9.127,4.947,2.174,4.618,12.564,7.584,3.108,7.033,8.209,8.293,2.341,0.154,9.545,0.308,7.569,14.721,11.606,6.255,4.357,1.129,7.834,-0.301,-0.252,9.023,11.866,5.358,11.802,2.83,8.802,9.712,3.828,-0.798,3.001,16.395,12.92,6.56,2.814,11.023,4.471,-0.659,5.822,5.641,11.59,4.902,6.515,-1.92,8.819,6.939,1.819,0.451,5.895,10.874,0.82,4.614,0.238,8.053,3.055,7.822,0.921,12.809,8.774,-1.311,7.209,9.178,-0.046,3.873,2.217,7.197,13.608,3.234,9.705,10.037,5.829,11.344,11.527,2.565,-2.171,-1.378,2.112,11.883,12.503,10.046,10.153,0.644,6.085,3.032,8.226,8.314,10.745,11.954,6.08,5.95,2.811,6.376,12.806,7.23,10.316,-1.41,3.549,5.381,2.843,2.762,6.783,8.136,13.44,9.888,0.296,0.671,7.589,12.007,-0.146,5.461,9.104,7.68,8.053,5.79,-3.076,6.93,5.663,0.745,6.098,10.536,12.199,0.787,2.533,3.014,13.261,-0.931,6.446,10.78,6.344,8.076,12.797,1.995,5.699,8.491,1.138,8.488,14.431,-4.432,1.904,3.969,8.062,1.625,9.44,9.186,3.645,0.728,3.811,3.615,2.55,8.452,11.881,2.171,1.996,0.158,11.606,7.29,10.562,7.084,13.585,15.599,10.053,3.87,7.845,2.643,2.592,9.419,-0.133,10.344,3.137,2.219,-1.388,13.342,-1.826,8.548,2.929,0.944,5.775,11.871,2.181,10.422,12.807,1.525,3.165,6.963,6.282,4.586,4.549,4.274,3.077,7.257,-0.225,2.835,10.671,-1.132,9.751,8.906,3.429,7.397,3.014,2.079,6.815,3.159,9.25,11.269,2.487,12.238,2.517,2.722,7.954,7.72,3.212,10.292,0.435,2.603,4.38,8.576,1.747,2.836,12.761,2.145,1.711,8.006,0.494,-2.506,1.695,7.54,2.371,3.363,-1.115,2.636,10.596,7.037,1.251,0.431,1.801,-1.098,2.898,1.206,-2.582,10.727,11.764,1.555,1.236,5.913,8.184,2.018,13.469,12.428,-1.608,6.076,7.79,6.073,4.574,10.286,-1.095,7.716,0.223,10.473,1.865,-1.898,5.123,2.597,1.104,-1.641,0.864,2.265,3.377,3.255,5.431,0.164,5.783,4.767,2.331,-1.144,-3.52,-0.428,-1.513,2.335,2.452,2.693,3.017,5.267,3.077,6.023,4.603,-1.34,0.467,1.651,2.212,2.432,5.329,0.788,4.443,-3.174,3.404,4.639,1.527,1.112,-2.857,2.726,4.468,0.698,0.484,2.396,-1.143,0.849,10.305,8.744,2.069,1.932,3.128,3.189,4.081,1.865,-3.353,2.158,2.903,0.841,1.498,1.019,-2.4,3.119,-2.603,2.34,1.674,1.291,-0.155,0.509,1.699,-0.059,-1.267,1.821,2.71,1.791,-1.73,0.096,1.812,1.04,1.105,1.58,2.283,1.844,-0.03,-0.378,3.77,2.625,-2.449,0.083,-0.172,2.116,0.216,1.914,1.813,5.366,1.749,0.578,-1.709,5.583,4.227,1.852,2.215,3.902,2.713,-0.116,0.179,0.642,0.123,-2.288,2.774,-2.556,3.464,2.715,5.908,2.746,1.831,3.083,3.217,0.597,4.628,-1.228,0.746,-0.668,0.428,0.916,1.91,2.995,1.81,-2.047,-3.187,3.457,1.346,-0.085,4.316,1.452,3.816,1.478,4.945,-0.686,4.135,0.601,1.168,-0.222,0.994,6.561,1.133,1.968,2.311,-1.737,0.311,1.508,4.819,2.806,0.008,3.33,2.804,0.14,1.359,4.577,2.035,3.405,1.601,1.326,1.56,-1.699,0.066,0.175,-3.711,4.295,-1.481,1.213,1.21,1.584,-1.214,2.989,2.631,3.864,-2.212,1.728,2.084,3.212,0.106,0.115,4.348,0.37,1.401,6.431,1.353,3.855,3.724,5.283,-0.298,2.647,-0.893,4.623,-0.301,1.524,0.464,-2.682,-0.224,4.473,3.161,1.129,3.947,2.119,5.746,0.553,2.031,3.041,2.495,5.783,-0.756,4.909,2.409,-0.898,3.249,-0.727,0.87,-2.195,-0.902,1.659,-0.764,2.875,-3.474,1.327,1.663,-1.221,1.843,5.029,3.599,1.05,3.001,3.291,3.235,-2.831,9.08,20.66,7.229,10.773,9.975,15.656,13.916],"base_top":[[248058,20.66],[1206,20.073],[40,19.794],[3270,19.395],[1919,18.384],[760,18.357],[2064,17.506],[2523,17.394],[15771,17.281],[27775,17.214]]},"positions":{"tokens":[248058,198,27,1628,28,2573,5662,29,198,27,15704,39287,30748,29,198,18,19,198,510,15704,29,198,27,15704,39287,26994,62,79530,29,198,2117,273,62,20,21,19,198,510,15704,29,198,27,15704,28,8367,59315,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","me","adow",">","\n","<","parameter","=l","attice",">","\n","3","4","\n","</","parameter",">","\n","<","parameter","=l","umen","_","ripple",">","\n","map","le","_","5","6","4","\n","</","parameter",">","\n","<","parameter","=","mos","aic",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.7622,-1.0727,-0.1246,0.4907,-2.156,1.2008,0.2698,0.0353,0.2115,-0.9564,0.0598],[-4.1566,0.3281,7.8704,14.5951,-1.363,-1.3384,1.5553,-0.6363,0.1332,-0.6659,-0.2925],[-4.4023,-1.3742,12.0043,18.2069,-1.5586,-0.0821,-0.2836,-0.1942,0.1573,-0.8494,-0.1593],[-2.6191,-1.5425,11.179,17.8707,-2.1883,0.1991,1.1795,-0.63,0.0509,-0.6081,-0.0313],[-2.2421,-1.4436,12.377,17.8451,-1.7656,-0.5602,-1.3139,-0.6615,0.3363,-1.0022,0.3304],[-0.9986,-1.4052,15.3124,15.8629,0.069,-0.7986,-0.8639,-1.1131,0.3171,-1.2589,-0.1604],[-2.3346,-2.746,12.0946,19.648,-0.0608,-0.7551,-0.7976,-0.6158,-0.0392,-1.0305,0.491],[-4.5602,-1.6873,10.8685,21.8565,-1.2801,-1.9641,0.714,-0.8435,0.0523,-1.3234,0.1889],[-4.4202,-0.3099,10.5066,22.0253,-1.5634,-1.8981,0.837,-0.2145,0.0379,-1.1653,-0.0682],[-5.0078,-0.2668,11.2366,17.9637,-2.2538,-1.1666,-0.9454,-0.268,-0.2315,-1.0945,-0.1864],[-1.2922,-1.1591,10.2668,16.9306,-2.6722,-0.6355,2.5974,-0.4999,-0.0909,-0.9331,-0.4397],[-2.0187,-1.1762,11.4566,20.6181,-3.6776,-0.81,-2.9464,-0.7568,0.0285,-1.2568,0.1437],[-1.9842,-1.2108,10.0994,16.5067,-2.4229,-2.2708,-0.5603,-0.8111,-0.1813,-0.9728,0.2462],[-3.8937,-1.8912,10.5819,21.8406,-2.5071,-2.0233,0.8987,-0.4923,0.0729,-1.6912,-0.0482],[-3.1513,-1.7846,13.3794,20.8123,-2.7572,-1.4921,1.7968,-0.2748,0.3157,-1.3163,-0.2235],[-2.0647,-2.0927,16.4864,16.8594,-1.4649,-1.0481,-1.4352,-0.0088,0.2626,-1.3379,-0.0253],[-2.0481,-1.2943,13.1961,20.3084,0.1379,-1.4571,-0.8184,-0.7291,0.2152,-1.6649,-0.2535],[-3.3443,-1.3061,11.9557,21.0834,-0.809,-2.2643,-0.4181,-0.5635,0.0429,-1.5767,-0.2555],[-3.7252,-1.7542,12.5285,18.9758,-1.758,-1.2509,0.1993,-0.4157,0.2447,-1.5962,-0.6224],[-2.4919,0.3095,11.7227,17.177,-2.0814,-1.1122,0.6223,-0.6428,-0.0213,-0.8394,-0.5723],[-4.4227,0.1399,9.1721,21.7812,-1.9542,-2.7852,0.5718,-0.8452,0.293,-1.2564,-0.2326],[-3.5087,-1.4051,11.9094,21.4039,-0.6684,0.8794,1.7392,-0.0792,0.3166,-1.4155,-0.1958],[-3.6266,-0.2427,10.7425,18.8791,-1.7907,-0.7938,-0.2769,-0.4797,-0.1895,-1.3419,-0.3893],[-0.531,-0.7575,10.4145,18.0904,-3.3742,-1.4168,2.0245,-0.6501,-0.1644,-0.9216,-0.2814],[-1.1947,-1.2115,10.7193,20.5881,-3.6169,-0.4986,-2.6479,-0.8069,-0.0375,-1.4782,0.0509],[-1.3486,-1.97,12.0632,18.7796,-2.1996,-2.7144,-0.0785,-0.9053,-0.1932,-1.1083,0.007],[-2.6124,-2.6112,11.5746,22.4555,-2.243,-0.4653,1.1551,-1.1818,0.1228,-2.0408,0.1366],[-1.4731,-2.2041,14.0022,18.9152,-2.8867,-1.7312,0.9478,-0.3949,-0.0068,-1.461,-0.3347],[-3.6349,-2.5439,12.1347,21.4028,-1.3939,-2.3564,1.558,-0.7635,-0.0085,-1.477,-0.0081],[-3.5366,-1.787,15.3981,20.161,-2.7814,-1.4709,2.4132,-0.3723,0.2589,-1.4498,0.0368],[-2.3118,-1.9606,19.8803,15.9276,-1.1477,-1.7282,0.1552,-0.5803,0.0889,-1.5383,0.0846],[-2.7431,-1.8995,14.327,20.4504,0.1391,-1.0973,-0.1648,-1.2343,0.0759,-1.4882,0.1228],[-4.1324,-1.7387,13.6692,22.9322,-2.2081,-0.7177,0.6363,-1.2753,0.1148,-1.4433,-0.0209],[-2.613,-2.5208,16.8339,21.8874,-1.8655,-1.9417,-0.7033,-0.7003,-0.0588,-1.5225,-0.6222],[-2.7783,-2.5672,13.7995,21.3067,-0.9376,-3.2045,0.7713,-0.9578,-0.0322,-1.3244,-0.4896],[-2.3801,-2.5613,13.5582,22.3147,-0.4931,-1.5387,0.3812,-1.3939,0.3001,-1.9562,-0.3201],[-3.5246,-2.0293,12.1306,22.9567,-1.1147,-1.4658,0.4416,-0.4714,0.2048,-1.6113,-0.0855],[-4.2779,-2.0382,12.3908,19.906,-1.6727,-0.9827,0.4432,-0.4754,0.2278,-1.3646,-0.5322],[-3.0119,-0.4008,11.7723,18.2105,-1.8628,-0.9861,1.0182,-0.4658,0.1532,-0.7312,-0.6524],[-3.6902,-0.6993,10.0843,20.7551,-0.8674,-2.3347,0.3385,-0.6974,0.2546,-1.1202,-0.0506],[-3.2701,-1.2497,11.3968,20.8457,-0.6472,0.8635,1.2151,-0.2401,0.2267,-1.4634,-0.1014],[-3.1749,-0.1934,10.5153,16.5088,-0.9521,-0.4856,-0.453,-0.5914,-0.1289,-1.156,-0.2482],[-0.7653,-1.6503,10.9356,16.6556,-2.7801,-1.3127,2.0675,-0.5909,-0.153,-0.8022,-0.2536],[-0.9172,-1.3064,11.6694,17.505,-3.1158,-1.9517,-2.3272,-0.293,-0.0645,-1.1271,0.3531],[-0.6912,-1.272,14.4669,18.8457,-2.1908,-1.6718,-1.9132,-0.9842,0.0108,-1.4896,-0.3915],[-2.0004,-1.1899,11.1802,18.8729,-1.8048,0.081,-0.4009,-1.225,-0.0504,-1.0707,0.2072],[-3.1672,-1.0387,10.2699,20.7656,-0.4969,-2.7206,0.0303,-0.8689,-0.2144,-1.5979,0.0954],[-2.8582,-0.6534,12.6961,19.7321,-2.0504,-1.8139,0.6953,-0.2343,-0.1515,-1.5024,-0.0726],[-1.1071,-0.6321,16.7199,17.0125,-0.7669,-1.8826,-1.3172,-0.5778,-0.1022,-1.5285,-0.0814],[-3.4352,-0.7263,10.6661,22.579,-1.501,-1.6467,0.7533,-0.3526,0.0659,-1.3977,-0.2312],[-4.281,-1.5161,12.0871,19.1039,-2.1859,-0.5808,0.3836,-0.6129,0.2719,-1.2844,-0.6422],[-2.4272,-0.5054,11.4088,16.7738,-1.9362,-0.7001,0.7057,-0.6469,0.2202,-0.6117,-0.7444],[-4.1144,0.0125,8.412,19.253,-0.3615,-2.3549,0.5812,-0.5886,0.3355,-0.995,-0.1332],[-4.0679,-0.5152,10.4567,21.3413,-0.5493,-1.7176,1.7348,-0.1396,0.3282,-1.0423,-0.4218],[-4.6072,0.2226,11.452,17.8386,-0.4861,-0.7564,-0.7711,-0.3235,-0.0441,-0.88,-0.1924],[-3.47,-0.4252,9.9376,16.2285,-1.7136,-0.9906,-0.7286,-0.6497,0.1242,-0.9403,-0.3975],[-4.5416,-0.517,6.2214,13.2164,-0.6878,-1.5998,1.8845,-1.1903,0.2727,-0.9171,-0.0703],[-3.7351,-2.3297,10.0363,17.4808,-0.61,-0.2065,2.4159,0.1181,0.3672,-1.0895,-0.1111],[-3.9001,-0.016,9.1702,12.9955,-1.9211,-0.8745,-0.5458,-0.8206,-0.0049,-1.2313,0.096],[-3.0088,-0.325,9.359,13.427,-1.7748,-0.9014,-1.6223,-1.174,-0.0575,-1.5974,0.1102]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=lattice>\n34\n</parameter>\n<parameter=lumen_ripple>\nmaple_564\n</parameter>\n<parameter=mosaic>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":60,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0053-renamed-611403","set":"renamed_B","cohort":"valid_call","family":"clock_shift","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> meadow {\"plum\": \"spruce_716\", \"velvet\": 55}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_602, reference 078. These are not inputs to this request.\nThe operation I need is: move a synthetic clock forward by minutes.\nNumber of minutes: 55. Clock identifier: \"spruce_716\".","tools":[{"function":{"description":"Move a synthetic clock forward by minutes. Inert synthetic operation.","name":"meadow","parameters":{"additionalProperties":false,"properties":{"cipher":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"plum":{"description":"Clock identifier","type":"string"},"velvet":{"description":"Number of minutes","type":"integer"}},"required":["plum","velvet"],"type":"object"}},"type":"function"},{"function":{"description":"Move a synthetic clock backward by minutes. Inert synthetic operation.","name":"parcel","parameters":{"additionalProperties":false,"properties":{"cipher":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"plum":{"description":"Clock identifier","type":"string"},"velvet":{"description":"Number of minutes","type":"integer"}},"required":["plum","velvet"],"type":"object"}},"type":"function"}],"prompt_tokens":599,"decision":{"rms":0.40949848186836696,"sumsq":171.7125188121572,"hb":[0.02478,0.01879,-2.17302,0.2073,-1.60782,0.24366,-0.67241],"lse":23.616430568847033,"logits":[12.656,12.158,11.137,11.787,11.4,10.154,8.871,9.62,10.838,11.335,10.782,16.058,11.395,10.179,13.504,9.452,9.25,10.017,11.929,9.371,19.257,10.099,13.287,13.742,12.32,11.996,9.787,10.21,12.607,9.165,10.232,13.651,13.696,8.358,11.714,10.156,8.8,11.251,9.011,12.345,12.132,9.58,8.168,12.006,3.825,6.888,0.856,10.308,5.848,12.233,5.645,8.327,8.826,7.92,8.074,4.777,9.94,12.286,9.727,6.84,7.916,13.156,3.619,7.707,9.383,11.931,3.619,8.136,1.709,17.211,6.371,6.736,7.501,-0.362,6.707,3.203,9.347,5.713,7.485,8.883,8.606,9.095,7.184,7.279,9.747,4.802,5.848,5.9,8.445,12.328,2.261,3.627,15.188,11.406,3.58,6.249,10.754,-2.14,4.795,4.055,8.643,7.309,0.504,6.18,0.062,12.524,8.942,5.013,8.259,9.904,5.667,9.677,5.511,5.468,5.787,10.029,14.765,5.005,7.299,6.813,10.689,10.559,11.418,12.252,11.972,10.088,2.78,10.692,8.59,8.139,0.744,7.405,3.257,6.125,12.244,7.142,4.338,12.434,5.265,8.96,8.105,13.741,10.877,4.494,-1.033,6.771,10.811,1.983,14.158,1.941,-1.512,10.034,7.696,6.626,3.871,9.551,6.381,8.63,8.313,8.939,7.601,4.784,10.147,-1.408,6.653,3.93,7.818,4.425,-5.981,8.755,10.715,9.704,11.255,5.952,8.352,6.126,6.355,4.979,10.661,7.848,5.473,5.27,6.26,4.566,8.396,14.558,6.071,10.689,-2.71,9.613,9.306,4.001,10.029,11.802,4.251,3.813,9.513,9.141,8.871,3.674,6.074,12.831,6.227,4.562,12.369,7.499,9.13,6.687,5.548,10.767,3.568,9.945,13.957,2.857,5.608,6.639,-4.89,-0.105,5.297,3.804,6.147,7.909,8.023,3.969,-0.778,3.988,6.152,5.616,0.913,3.644,9.822,-1.356,3.159,5.162,8.894,10.053,3.139,10.162,6.763,7.723,6.74,4.554,2.759,4.636,5.0,12.293,1.147,-4.844,6.291,9.541,-0.837,10.833,9.179,9.401,5.178,-2.694,11.441,10.655,6.654,10.47,8.009,11.766,4.988,1.539,4.944,5.051,2.653,11.095,4.832,13.611,0.818,5.453,1.465,1.635,2.432,6.717,8.134,5.087,8.331,0.632,8.879,7.508,1.234,5.663,5.347,6.982,-0.282,6.18,11.686,10.477,6.97,6.173,9.87,7.448,11.666,9.075,8.162,10.534,13.565,8.364,10.421,5.124,6.501,7.667,7.104,4.967,6.541,9.756,0.405,8.564,6.464,3.837,11.177,4.945,2.937,-0.928,7.879,6.824,-5.05,-1.486,5.868,8.575,8.425,8.234,10.867,9.837,-3.013,-2.258,6.76,8.726,13.459,8.116,1.508,9.199,11.689,7.106,8.865,2.595,2.894,5.348,-2.133,11.132,11.508,11.48,11.329,4.018,8.196,4.066,7.167,2.249,8.273,4.713,-1.677,6.497,9.204,11.741,6.596,9.477,9.523,8.742,1.049,4.936,-0.685,-0.319,10.262,9.605,12.304,5.085,3.813,3.063,9.238,10.212,0.477,5.464,9.419,5.679,4.424,10.114,9.386,11.795,4.375,-2.552,13.553,4.742,6.851,4.117,1.868,2.173,6.407,9.698,3.432,9.059,4.42,9.267,-0.657,9.082,8.04,4.199,1.533,1.775,2.702,-2.479,6.296,1.447,10.825,-0.048,10.027,9.409,-2.86,1.55,9.817,6.976,0.207,4.804,8.905,8.505,-2.953,11.695,7.422,9.517,7.595,10.633,3.079,8.738,7.063,9.608,4.381,0.305,11.088,-1.38,11.193,6.449,3.443,5.34,2.829,5.211,7.788,4.984,10.325,10.318,8.009,6.563,6.504,3.912,2.842,5.596,8.546,0.472,10.87,1.185,6.658,-0.333,9.706,-2.536,4.384,3.084,8.273,5.979,6.211,0.621,2.267,8.747,9.257,5.219,7.564,2.815,-0.729,1.903,8.512,7.505,6.319,11.785,6.912,-0.171,3.35,2.896,1.617,6.16,5.15,2.914,6.844,4.894,7.526,-0.585,7.918,9.162,-0.09,6.819,14.459,8.241,8.062,8.431,5.961,8.36,6.418,4.727,10.316,1.409,7.099,2.657,6.57,1.235,3.834,4.711,0.478,6.588,0.915,5.097,9.2,12.064,4.036,8.477,0.749,1.945,6.763,3.502,6.639,11.666,3.39,6.41,7.944,2.24,2.464,-0.903,7.11,6.698,0.661,-1.937,2.628,6.296,4.348,5.948,4.091,6.212,4.651,6.765,7.137,2.743,4.639,6.292,4.328,0.307,1.763,10.689,1.238,4.489,9.331,5.823,5.765,6.708,2.381,5.366,-1.996,1.817,6.055,12.376,4.411,10.988,2.355,7.137,8.376,3.922,-0.043,2.003,6.699,9.479,5.018,3.005,9.696,2.09,-0.405,5.723,3.633,7.839,2.688,4.375,-2.844,6.161,6.773,0.892,2.414,7.245,7.787,1.232,4.693,1.43,6.145,0.37,10.911,-0.311,10.003,7.896,-0.491,6.231,7.84,-1.881,3.83,3.366,4.518,11.082,1.314,7.281,7.358,2.865,10.468,10.001,0.466,-0.175,-2.906,1.936,7.907,8.765,7.84,7.538,0.096,7.23,2.796,7.344,4.499,7.044,8.614,3.786,4.64,1.531,5.183,10.163,4.211,8.374,-3.159,4.871,7.317,2.352,3.302,3.921,9.32,11.94,7.206,1.658,0.851,6.122,8.977,0.459,4.376,7.003,6.941,7.828,6.948,-1.376,2.545,3.132,-1.098,2.582,7.79,7.339,-5.244,1.657,-0.878,9.576,-0.35,3.148,7.826,8.406,6.189,7.303,2.239,6.986,6.828,-1.102,5.797,9.584,-5.117,-0.861,1.799,5.612,0.821,5.895,6.567,8.309,-0.604,3.299,2.711,1.991,6.048,9.367,3.435,2.22,-0.637,9.655,4.567,7.939,6.019,4.697,8.829,5.745,2.773,6.916,0.769,3.525,6.783,1.574,4.644,4.007,0.855,-0.153,13.449,-1.326,6.048,2.651,-1.435,5.634,6.681,-1.03,6.271,11.102,0.849,2.0,4.102,5.096,6.509,3.023,3.241,2.064,3.857,3.42,1.925,8.272,-0.369,7.531,8.116,4.111,6.31,-1.304,2.991,3.842,1.959,7.624,7.941,2.295,12.611,1.063,3.918,5.737,6.462,3.421,5.25,2.799,1.93,2.68,5.966,0.695,0.337,7.759,-0.95,0.832,8.811,2.492,-0.615,3.718,5.924,0.969,3.115,-2.393,1.532,8.431,5.246,4.473,1.056,1.528,0.712,3.447,-2.032,-2.944,6.466,6.902,0.522,-2.118,2.506,6.215,1.546,5.955,10.728,-2.16,5.288,5.004,5.471,3.912,8.759,-2.055,4.015,1.969,8.565,-1.707,-1.464,5.969,1.001,-0.356,-1.445,0.271,1.321,0.382,2.409,5.084,0.657,4.495,4.056,1.711,-2.215,-1.245,-1.486,1.989,2.278,1.793,4.795,1.497,4.427,0.487,6.973,1.578,-0.393,2.529,-0.187,2.286,2.496,3.808,3.725,3.359,-0.503,4.067,-0.858,4.025,2.474,-2.643,3.014,1.44,1.002,0.002,2.189,-0.193,2.591,12.484,8.554,3.081,3.359,3.789,2.556,3.404,-0.064,0.201,2.787,1.174,-1.946,-0.213,0.021,-4.482,4.822,2.606,3.243,-0.536,2.227,-2.26,-0.51,4.071,-1.404,-1.171,-0.365,0.297,1.521,0.048,-1.55,-0.923,3.431,1.57,0.058,-0.24,0.652,0.934,5.11,2.491,0.776,-0.899,-3.556,1.517,-0.689,1.021,1.225,2.708,4.359,4.602,-1.408,-2.047,4.877,4.397,0.626,1.068,4.12,4.412,1.113,-1.461,0.936,0.18,0.959,5.234,0.682,2.337,1.994,4.746,2.786,3.867,3.864,3.429,-0.741,5.877,-1.847,0.873,2.311,-0.833,3.811,0.362,1.864,2.358,-3.076,-1.538,4.284,0.941,1.365,1.001,1.201,3.9,-0.257,5.451,0.072,4.082,1.933,1.632,0.897,0.33,4.964,1.422,-0.6,2.85,-2.071,0.924,1.603,5.962,2.003,3.781,0.05,2.653,1.747,-0.122,5.14,3.153,3.84,0.56,0.117,1.179,-2.036,-1.047,0.012,-3.862,2.579,-2.542,0.609,-1.188,0.988,-0.804,-0.005,5.069,5.322,-0.472,3.218,1.087,-0.175,0.913,1.753,4.662,1.123,-0.819,5.654,2.277,3.392,3.204,4.377,1.808,3.557,-2.512,1.853,0.181,-0.213,0.52,-2.376,0.321,3.384,3.068,-0.281,3.212,3.512,3.39,-0.362,4.087,2.192,2.308,6.804,1.028,3.441,3.586,-0.563,-1.644,-0.467,2.104,-1.017,-1.794,-0.944,-0.697,2.619,-2.604,2.498,2.124,-0.364,0.62,0.83,3.176,-0.291,3.425,4.983,2.439,-3.955,10.782,23.597,11.691,12.179,11.847,16.268,14.243],"base_top":[[248058,23.597],[40,19.257],[760,17.211],[248068,16.268],[27,16.058],[1206,15.188],[1919,14.765],[3928,14.558],[27775,14.459],[248069,14.243]]},"positions":{"tokens":[248058,198,27,1628,28,2573,5662,29,198,27,15704,28,490,367,29,198,49931,10208,62,22,16,21,198,510,15704,29,198,27,15704,28,861,16612,29,198,20,20,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","me","adow",">","\n","<","parameter","=","pl","um",">","\n","spr","uce","_","7","1","6","\n","</","parameter",">","\n","<","parameter","=","vel","vet",">","\n","5","5","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.8037,-1.3066,0.9537,0.2739,-1.8875,0.7983,0.3501,-0.0822,0.1129,-0.7121,0.1219],[-4.2405,0.5339,7.729,14.6488,-0.6196,-1.7316,1.8137,-0.8642,0.1072,-0.6529,-0.2685],[-4.2996,-1.1528,11.4329,18.2855,-1.758,-0.2067,-0.1638,-0.386,0.0855,-0.8565,-0.1451],[-2.4653,-1.6991,10.9925,18.1328,-2.3682,-0.1409,1.284,-0.9348,0.1097,-0.5871,0.0137],[-2.3148,-2.122,12.2545,18.9658,-2.64,-0.6105,-0.8405,-0.6846,0.256,-0.8099,0.1824],[-1.2199,-2.0306,14.8338,16.6711,-1.7741,-0.8786,-0.2458,-1.2015,0.292,-0.9425,-0.2798],[-2.4133,-2.691,11.5896,19.1195,-0.1501,-0.8027,0.2244,-0.7411,-0.1419,-0.9752,0.5249],[-5.3379,-1.9521,10.38,21.3222,-1.3885,-2.0282,1.7555,-0.9033,0.0103,-1.1922,0.1467],[-5.4053,-0.5466,10.5226,20.7944,-1.6519,-1.5951,1.9247,-0.5005,-0.0256,-1.152,-0.1302],[-5.3061,-0.1552,12.1826,18.2515,-1.7858,-1.5463,-0.5299,-0.4191,-0.3783,-1.1969,-0.1545],[-2.0148,-0.8784,11.1865,17.0734,-2.8045,-1.1135,3.2346,-0.6642,-0.2815,-1.0963,0.0966],[-2.3951,-0.946,11.54,18.3905,-3.5223,-1.0849,-1.0287,-0.6125,0.0016,-1.2659,0.4791],[-1.4888,-1.3075,14.0454,15.5941,-2.6676,-0.9732,-0.7692,-0.9307,0.157,-1.3431,-0.0006],[-2.4309,-1.8752,11.2502,18.3014,-2.0483,-1.343,-0.0581,-0.5202,-0.3962,-1.1243,0.0147],[-4.7876,-1.9916,13.266,22.6626,-2.2372,-1.5972,0.0015,-0.7289,-0.0747,-1.6157,0.0266],[-3.711,-1.3794,16.7296,20.1344,-4.1474,-0.5296,1.5282,-0.3227,0.4845,-1.3911,-0.1782],[-1.5703,-1.3563,20.6886,15.6644,-1.9682,-0.8292,-1.4124,-0.6495,0.4039,-1.3458,-0.071],[-3.3509,-1.5324,13.0419,19.4878,-1.2383,-0.2365,0.9515,-1.3127,-0.0572,-1.0664,0.1599],[-4.5755,-1.1707,12.9278,22.9503,-1.8248,-0.0007,0.998,-1.5651,0.2239,-1.5951,-0.1685],[-3.3248,-2.0612,16.232,21.7537,-1.5109,-0.5563,-0.5017,-0.7151,-0.0269,-1.3673,-0.8165],[-3.8901,-1.7635,13.369,20.946,-0.5667,-1.4481,-1.0274,-1.139,-0.0598,-1.495,-0.5478],[-3.4082,-2.1115,13.5209,22.6526,-1.1951,-2.7655,0.9167,-1.2645,0.2052,-1.3468,-0.2902],[-4.167,-1.6123,12.4661,21.8353,-2.0085,-2.3119,0.6602,-0.9826,0.2485,-1.285,-0.2492],[-4.7924,-1.6027,13.5347,20.0644,-1.9577,-1.8054,0.7324,-0.6087,0.2193,-1.2502,-0.5651],[-2.7174,0.121,11.0902,15.8453,-1.3111,-1.3074,0.7569,-0.5343,-0.0501,-0.7449,-0.4994],[-4.3182,-0.7385,10.6586,21.607,-1.5259,-2.9538,0.3407,-0.9932,0.2419,-1.1733,-0.2063],[-3.7878,-2.0608,11.8354,21.3726,-2.8304,-0.216,3.0103,-0.4963,0.2305,-1.2272,-0.0171],[-4.066,-0.8549,11.975,18.823,-2.2754,-1.2417,-0.3574,-0.413,-0.0159,-1.0187,-0.2849],[-1.4398,-1.6511,11.8211,18.3718,-3.1362,-1.2216,1.6012,-0.6806,-0.1292,-0.9772,-0.0089],[-1.8401,-1.2462,12.3646,19.5156,-3.4648,-1.272,-1.7219,-0.5527,-0.0205,-1.1356,0.4967],[-0.9191,-1.6039,16.2088,17.2759,-2.7097,-1.7259,-1.8602,-0.848,0.2034,-1.2354,-0.1492],[-2.9057,-1.5864,12.373,17.8261,-0.5959,-1.1364,-0.7715,-0.7561,-0.1121,-0.9822,0.1645],[-4.78,-1.4707,11.7502,22.2704,-2.7773,-2.7814,1.3087,-0.8483,0.0205,-1.0786,-0.2325],[-4.0694,-1.5604,14.3485,20.8512,-3.6339,-1.7735,2.012,-0.708,0.2975,-0.8417,-0.5656],[-2.3483,-2.0538,18.4098,18.2038,-1.7887,-1.7897,-0.9852,-0.5542,0.0125,-0.7651,-0.3705],[-2.5589,-1.5329,12.8227,20.2332,-0.2744,-3.2917,-0.5423,-0.8962,0.1886,-1.1333,-0.6815],[-4.4973,-1.2562,11.8447,20.9767,-1.159,-1.8129,0.8489,-0.4537,0.007,-1.1633,-0.2803],[-4.5802,-2.1634,13.2622,19.6639,-2.0043,-1.4457,0.9662,-0.6201,0.2804,-1.3761,-0.6912],[-3.4434,0.2341,12.2059,18.2408,-1.8711,-0.7726,1.0118,-0.5936,0.1004,-0.6984,-0.5132],[-4.0304,0.0273,9.1338,20.0138,-1.1461,-2.8062,1.3746,-0.764,0.2872,-1.2007,0.0672],[-3.6291,-1.4946,9.3671,20.5807,-1.8608,-0.7648,3.1427,-0.4993,0.0251,-1.4457,-0.1055],[-4.4835,0.4012,10.6232,16.8088,-1.1733,-0.9586,0.6245,-0.6396,-0.128,-1.3168,-0.1751],[-4.4775,-0.0143,10.3264,17.3535,-1.4619,-0.6571,-0.9377,-0.9947,0.1324,-1.2657,-0.3521],[-4.3821,-0.1553,5.9705,13.0602,-0.1985,-1.8056,2.0455,-1.1392,0.2388,-0.6798,-0.1362],[-4.3094,-2.9851,10.0577,18.1402,-1.5433,-0.7016,3.3507,-0.2023,0.2701,-0.9576,-0.1842],[-4.3637,-0.5399,8.8847,12.7395,-1.9567,-1.4161,-0.3731,-0.7744,-0.1199,-1.2461,0.1138],[-3.6186,-0.6132,9.1894,13.1265,-1.9939,-0.5006,-1.7989,-1.1318,-0.1393,-1.7186,0.0993]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=plum>\nspruce_716\n</parameter>\n<parameter=velvet>\n55\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=plum>\nspruce_716\n</parameter>\n<parameter=velvet>\n55\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=plum>\nspruce_716\n</parameter>\n<parameter=velvet>\n55\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=plum>\nspruce_716\n</parameter>\n<parameter=velvet>\n55\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0139-renamed-611403","set":"renamed_B","cohort":"need_clarification","family":"set_membership","action":"clarify","ambiguous":false,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: return members common to both sets.\nSecond set identifier: not provided. First set identifier: \"cedar_392\".\nUnrelated archived note: maple_228, reference 092. These are not inputs to this request.","tools":[{"function":{"description":"Return members common to both sets. Inert synthetic operation.","name":"cipher","parameters":{"additionalProperties":false,"properties":{"lumen":{"description":"Second set identifier","type":"string"},"tango":{"description":"First set identifier","type":"string"},"vessel_lumen":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["tango","lumen"],"type":"object"}},"type":"function"},{"function":{"description":"Return members in either set. Inert synthetic operation.","name":"plum","parameters":{"additionalProperties":false,"properties":{"lumen":{"description":"Second set identifier","type":"string"},"tango":{"description":"First set identifier","type":"string"},"vessel_lumen":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["tango","lumen"],"type":"object"}},"type":"function"}],"prompt_tokens":603,"decision":{"rms":0.3733448979161741,"sumsq":142.7306627072394,"hb":[-0.01295,-0.07026,-1.88901,0.01462,-1.33602,0.05404,-0.59048],"lse":23.44400950547772,"logits":[13.365,14.596,11.191,11.219,12.289,10.197,8.31,8.134,9.142,10.651,10.231,16.327,12.019,10.422,15.419,10.357,7.689,9.803,10.591,9.926,20.35,10.768,11.153,13.92,12.975,12.374,11.281,10.377,10.912,8.561,9.04,14.577,15.55,8.911,15.385,10.048,10.498,11.651,10.996,11.257,12.718,8.708,8.238,14.117,4.603,8.957,1.214,12.879,6.811,13.747,4.039,8.583,11.039,9.562,9.471,5.277,11.616,12.616,11.916,7.68,8.378,14.545,3.653,8.33,9.894,13.54,8.403,9.962,1.166,18.801,9.244,7.977,10.046,-0.834,7.007,4.296,10.848,7.348,8.013,10.811,9.029,9.426,8.316,8.311,10.21,6.057,9.245,5.877,9.288,13.922,2.236,4.579,17.257,11.692,6.326,5.771,13.446,-3.189,3.867,5.741,8.189,7.851,0.395,8.257,-0.005,13.835,10.609,6.501,9.231,9.503,6.4,10.876,5.149,5.901,5.622,10.827,16.111,6.468,7.519,9.383,12.689,11.625,13.16,13.963,13.535,12.903,4.804,10.86,8.312,8.491,2.341,8.291,5.292,6.981,11.98,8.532,5.111,14.472,6.105,9.714,9.523,14.124,13.782,5.355,2.783,6.459,12.76,1.77,16.718,3.325,-1.557,10.7,7.998,7.553,4.773,8.941,7.832,9.023,9.291,8.639,7.736,5.088,9.232,-1.909,7.81,4.453,10.011,5.595,-5.303,10.209,13.026,11.62,13.046,6.447,9.337,6.783,7.68,5.517,11.666,8.412,8.094,3.827,4.598,3.137,7.926,17.615,4.261,11.498,-2.856,10.74,9.99,5.321,13.012,13.751,6.172,4.749,8.653,12.221,8.868,3.735,6.463,14.888,6.166,4.521,12.732,8.439,11.027,9.554,5.635,13.231,3.162,11.449,14.665,4.806,10.285,7.13,-5.174,2.716,6.513,4.49,8.777,9.324,8.008,5.356,1.012,4.603,8.016,5.55,1.552,4.929,11.814,-0.559,3.905,4.881,8.293,11.417,3.605,11.574,6.862,10.331,8.892,6.228,3.49,3.319,6.905,13.049,0.318,-3.517,8.313,7.959,0.071,11.258,9.279,7.524,5.421,-2.05,11.481,12.985,8.235,12.705,9.895,9.679,5.541,3.594,4.618,7.386,1.6,10.043,5.407,14.089,0.63,5.004,1.939,2.284,3.29,6.906,8.407,6.553,5.89,0.416,12.212,9.198,2.144,6.947,4.379,7.705,0.993,9.072,11.675,11.58,8.451,6.434,11.94,7.184,7.229,10.907,9.02,12.009,14.952,8.122,10.141,6.144,6.062,8.872,7.368,5.556,6.878,10.089,3.384,14.808,6.192,4.977,13.644,2.956,-1.387,-1.64,8.607,7.801,-2.502,-0.995,4.714,10.212,7.157,7.299,9.21,10.349,-4.038,-2.409,6.803,9.331,17.751,9.067,1.353,12.418,13.282,8.108,10.818,2.86,5.082,5.762,-0.954,12.921,11.682,11.159,9.037,4.567,9.184,5.38,7.298,3.378,11.888,4.855,-1.387,6.42,10.725,12.734,7.323,12.24,9.59,7.979,2.573,4.979,-0.57,1.439,12.796,10.732,13.56,5.767,3.493,3.694,8.979,10.405,-0.12,9.154,10.644,5.924,5.973,10.716,8.821,12.938,3.941,-4.312,16.093,3.379,7.985,2.629,1.511,2.64,10.353,12.385,2.497,12.01,3.604,13.736,-0.092,9.408,6.322,4.504,1.746,2.059,4.113,-4.232,6.246,2.181,10.955,2.293,9.366,11.432,-2.143,3.301,9.869,7.702,0.768,7.09,10.526,9.143,-2.043,13.679,6.554,10.406,7.623,11.639,3.391,8.889,6.679,8.854,5.346,1.531,15.577,-0.473,14.131,8.669,3.838,5.546,4.252,6.858,6.643,5.728,12.962,12.739,9.31,8.679,6.373,5.805,3.452,4.769,10.874,0.484,11.383,1.737,6.458,1.391,9.91,-1.694,5.325,4.507,9.908,7.171,4.916,-0.392,2.684,12.17,9.796,6.026,9.843,2.021,0.25,3.297,8.445,7.536,7.462,13.012,8.002,-0.395,4.017,1.93,1.524,7.591,4.448,1.754,8.644,6.104,9.676,0.662,6.94,11.0,-0.126,9.311,18.133,8.502,6.481,5.234,6.262,10.092,6.352,4.505,12.589,2.052,8.472,3.497,7.816,1.446,3.922,5.652,2.286,4.732,1.603,5.875,9.656,12.157,2.721,9.024,0.359,4.062,8.649,4.87,7.12,13.554,8.238,7.007,8.815,5.029,1.112,-1.803,6.64,5.092,1.071,-1.481,2.004,7.133,5.071,5.362,3.554,6.36,5.924,5.388,6.885,5.541,5.031,7.131,5.343,2.432,0.518,11.024,1.615,4.995,10.789,7.353,5.579,6.133,3.404,5.647,-0.499,2.596,6.908,9.511,4.587,9.946,3.136,8.378,8.502,6.73,-1.219,4.025,6.497,10.55,9.791,3.727,8.626,2.276,-0.021,5.123,6.165,9.17,2.333,5.884,-2.443,6.983,7.954,0.685,3.004,7.824,10.551,-0.764,3.729,0.282,6.049,1.363,11.526,-0.313,11.422,9.502,-2.069,6.139,10.457,1.506,3.101,3.365,6.7,11.936,2.262,8.38,8.338,2.401,11.415,9.194,-0.825,-2.955,-3.217,0.964,6.585,10.106,9.464,8.19,-1.474,8.431,5.216,8.348,5.529,7.075,11.684,7.732,4.499,2.687,4.668,11.916,3.046,9.294,-2.899,3.346,6.935,2.241,3.499,3.374,8.247,11.911,6.994,1.369,0.493,7.447,9.875,1.304,4.972,7.195,6.53,7.079,6.375,-1.807,5.32,2.715,-0.261,3.508,7.644,8.414,-3.969,1.349,-1.195,12.769,-1.203,4.386,8.731,5.231,6.984,9.0,2.241,6.469,6.284,-1.601,4.857,10.644,-4.433,-0.236,5.116,5.571,0.568,6.735,7.728,7.646,1.604,4.143,4.408,2.806,7.343,10.768,2.117,3.036,0.345,8.971,5.465,8.034,3.852,6.138,10.885,6.448,3.785,6.22,2.991,2.925,6.344,2.057,5.72,2.869,2.539,0.082,14.898,-0.748,5.343,4.471,1.26,3.295,7.694,-0.476,8.172,10.558,1.568,1.755,6.352,6.538,5.606,4.615,4.793,1.335,5.892,3.948,4.104,7.574,-0.621,6.775,8.204,6.524,5.23,0.231,4.287,4.251,0.531,9.097,8.396,3.052,13.546,2.807,5.016,7.545,5.096,5.148,9.666,1.991,2.425,4.138,5.445,1.182,0.161,7.963,1.142,0.882,6.735,3.1,-4.027,2.651,6.777,2.521,2.827,-2.391,2.832,9.303,6.181,5.101,-0.565,2.431,-0.512,2.465,-0.666,-3.851,5.055,8.359,1.861,-2.1,2.655,5.188,2.395,6.375,11.146,-3.847,5.106,6.078,4.522,5.727,6.518,0.589,2.267,2.499,9.317,0.424,-0.405,5.305,1.947,-0.069,-1.108,1.139,2.561,-1.272,2.131,6.459,0.904,7.22,4.019,3.587,-0.257,-0.149,-2.091,2.907,1.986,1.21,3.86,1.661,6.104,0.688,6.175,3.283,-1.419,0.527,0.737,4.355,1.618,4.45,4.985,3.879,-0.948,3.905,-0.054,2.832,2.634,-3.744,2.722,2.967,1.218,0.521,1.477,-0.215,1.937,11.414,9.808,3.345,4.189,3.671,4.353,5.556,1.222,-0.034,2.683,2.473,-1.612,1.077,0.26,-4.932,4.824,0.103,3.11,-0.482,3.367,-0.633,-1.598,2.597,-0.759,2.447,1.563,0.664,1.903,-0.877,-1.634,-1.891,2.725,0.57,0.96,2.032,1.192,0.467,1.208,3.55,1.062,-1.303,-0.854,1.213,0.656,1.303,1.952,2.218,5.597,3.494,-1.417,-1.677,6.61,3.963,0.564,0.599,5.216,3.908,1.806,-0.753,1.197,-0.338,0.079,4.606,0.882,1.797,1.863,6.152,1.897,2.497,3.716,3.767,-0.28,3.938,-2.925,2.153,1.055,1.76,5.889,2.715,1.275,1.682,-5.642,-1.774,3.692,0.298,0.623,1.402,2.92,3.659,-0.82,6.864,0.067,4.588,2.711,2.064,1.09,0.608,5.254,1.774,1.229,3.655,-0.369,0.182,2.293,5.571,-0.863,4.593,0.967,4.13,1.243,-0.629,3.757,3.988,3.099,0.909,1.38,1.863,-1.995,0.162,-1.258,-2.872,3.209,-1.429,0.526,-1.92,1.419,0.532,1.591,5.872,4.236,-0.416,2.072,2.55,-0.44,-0.811,0.546,3.473,0.825,-1.678,7.522,2.102,3.032,3.602,5.317,0.466,4.466,-1.362,3.489,2.228,-0.336,-0.05,-2.938,-0.7,3.349,3.998,1.419,4.264,3.632,3.19,0.459,3.717,2.786,1.071,5.093,-0.208,3.996,3.955,-0.381,-2.368,-1.037,0.84,-1.179,-1.521,1.226,-0.218,2.537,-1.517,4.334,1.507,0.139,-0.567,3.381,4.59,2.477,4.384,3.225,1.794,-5.242,10.085,23.359,9.559,11.726,11.744,15.896,14.14],"base_top":[[248058,23.359],[40,20.35],[760,18.801],[27775,18.133],[12189,17.751],[3928,17.615],[1206,17.257],[2665,16.718],[27,16.327],[1919,16.111]]},"positions":{"tokens":[248058,198,27,1628,18941,10245,29,198,27,15704,23251,5005,29,198,1931,277,62,18,24,17,198,510,15704,29,198,27,15704,39287,26994,29,198,1856,3766,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=c","ipher",">","\n","<","parameter","=t","ango",">","\n","ced","ar","_","3","9","2","\n","</","parameter",">","\n","<","parameter","=l","umen",">","\n","not"," provided","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[0.2533,0.0412,0.3267,-0.9,-1.9775,0.5457,-0.4438,-0.0411,0.1771,-0.8668,0.0345],[-3.8074,0.5281,7.819,15.0592,-1.0442,-1.6784,1.4257,-0.8918,0.0311,-0.5476,-0.4453],[-4.6697,-0.463,11.0996,17.5111,-2.3374,-0.8216,0.3371,-0.1538,0.0595,-0.8895,-0.0463],[-1.9507,-0.7238,10.0126,15.1748,-2.9154,-0.9493,1.5511,-0.6479,0.0381,-0.9407,0.0901],[-2.2201,-0.8017,9.0512,13.0111,-3.0789,-0.9038,-1.0044,-0.2308,0.157,-1.1589,0.5087],[-1.904,-0.7364,10.2664,14.9131,-2.9456,-0.0743,-0.8444,-0.6262,-0.1124,-1.2359,0.1929],[-3.6905,-1.6847,10.6146,21.356,-1.2833,-1.7176,0.06,-0.7827,0.1142,-1.1686,0.1024],[-4.3959,-0.1049,11.8335,21.6399,-1.9779,-2.3399,0.6456,-0.3259,0.1887,-0.9242,-0.3194],[-5.1615,-0.5803,11.0553,16.8896,-2.1728,-1.0546,-0.8379,-0.408,-0.1224,-1.0732,-0.2635],[-0.8414,-1.363,10.4708,17.2631,-3.2545,-0.8195,2.9775,-0.7251,0.0711,-0.8956,-0.458],[-1.2699,-1.5778,11.5929,20.007,-3.311,-1.1376,-2.7096,-0.9389,0.1603,-1.2918,0.0749],[-0.0485,-1.3543,10.9444,16.8282,-2.1374,-2.6137,-0.8434,-0.6163,-0.008,-1.0864,0.1022],[-3.4264,-1.7863,12.3931,22.4224,-2.7186,-2.5307,0.9895,-1.014,0.1088,-1.6161,-0.0572],[-2.6993,-1.1493,16.2875,19.588,-3.7166,-1.3916,1.3267,-0.3523,0.3713,-1.201,-0.2292],[-0.0323,-0.5383,20.1419,15.4081,-1.6885,-1.547,-1.4427,-0.5146,0.3371,-1.192,-0.1611],[-2.8887,-2.8541,13.9492,21.3191,-1.3072,-0.6112,0.6834,-1.1634,0.1868,-1.0167,0.0518],[-4.3307,-1.1772,13.3222,23.0988,-2.0605,-0.8546,1.1166,-1.5917,0.2999,-1.8,0.097],[-3.4121,-2.6403,16.1861,21.7406,-2.2248,-1.7752,-0.6499,-0.4701,0.0522,-1.6749,-0.5396],[-2.8681,-2.7893,14.6794,21.061,-0.0426,-1.9331,0.5872,-0.9913,0.0745,-1.5111,-0.4203],[-3.9736,-1.4501,13.0341,22.0357,-1.2951,-1.3421,0.7253,-1.5222,0.5482,-1.6118,-0.3765],[-3.2622,-0.3377,12.2749,22.3755,-1.448,-2.4897,0.4188,-0.7873,0.205,-1.4003,-0.2497],[-4.5896,-0.4367,12.4179,20.0826,-2.3184,-0.6392,0.5193,-0.2457,0.1151,-1.1328,-0.5425],[-2.7083,0.2612,11.2439,16.778,-1.857,-1.2031,1.0403,-0.3774,0.0013,-0.724,-0.5623],[-4.0615,0.1993,9.2429,21.4721,-1.9081,-2.6556,0.5689,-0.8011,0.2312,-1.0811,-0.2602],[-2.3779,-0.7669,11.9709,21.6314,-1.3641,-0.432,2.0857,-0.1916,0.344,-1.2167,-0.223],[-2.0742,1.343,9.5712,16.9193,-1.7395,-0.6278,-0.3168,-0.6041,-0.1232,-1.2392,-0.303],[-0.5937,-0.2319,10.2046,17.5428,-3.1046,-1.1542,2.0485,-0.6785,-0.1388,-0.8389,-0.4457],[-1.6193,-0.9178,11.4247,20.2353,-3.525,-1.2131,-2.9043,-0.9012,0.0397,-1.3974,0.0866],[-1.6983,-1.7868,12.3177,20.4122,-3.025,-2.3266,-0.2576,-1.0412,0.0219,-1.1487,-0.0586],[-1.1898,-0.5267,11.4563,21.035,-0.5836,-2.5423,-0.6266,-1.1282,-0.0944,-1.7601,0.2136],[-0.2637,0.1881,12.1276,18.1366,-0.8975,-2.7413,0.9839,-0.5336,-0.0925,-1.5695,-0.1571],[0.4816,0.5831,15.8192,13.5166,-0.1004,-3.234,-1.3349,-0.5308,0.0462,-1.1886,-0.2393],[-1.148,-0.8696,10.9852,19.5994,-0.9248,-1.664,-0.1666,-1.083,0.2609,-1.4598,-0.1601],[-0.7076,0.0817,9.3522,20.9396,-1.117,-2.6973,0.6412,-1.0123,0.3127,-2.0517,-0.1356],[-2.3706,-0.5737,11.5907,19.1789,-1.5102,-0.9369,1.0222,-0.6183,0.3885,-1.4947,-0.5341],[-2.143,-0.0496,11.9448,18.6067,-1.3426,-1.1717,0.7282,-0.5414,0.2035,-0.772,-0.6739],[-3.0505,0.683,9.1566,20.6159,-0.6969,-2.8408,-0.0087,-0.7812,0.3166,-1.2785,0.0823],[-1.3086,0.2607,10.1863,20.7747,-0.7181,-1.9795,1.3074,-0.6502,0.3108,-1.4766,-0.0185],[-3.5253,0.6798,10.3849,16.1437,-0.4836,-0.7607,-0.7829,-0.6365,-0.0759,-1.1559,-0.1179],[-4.0807,0.0211,10.2776,16.8685,-1.5232,-0.8396,-0.7086,-0.7759,0.2662,-1.0049,-0.3059],[-4.8346,-0.279,5.8976,13.765,-0.7964,-1.7823,2.0548,-1.1361,0.3013,-0.7191,-0.261],[-3.7853,-2.5058,11.0464,17.7455,-1.2258,-1.0488,1.9826,-0.0192,0.3651,-0.9524,-0.1095],[-3.7149,0.0832,8.6532,12.8381,-1.8079,-1.3164,-0.9363,-0.7302,-0.0563,-1.2318,0.1167],[-3.0663,-0.0694,10.077,14.8736,-2.0353,-0.67,-1.4959,-1.0525,-0.0765,-1.6183,0.0761]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=tango>\ncedar_392\n</parameter>\n<parameter=lumen>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=tango>\ncedar_392\n</parameter>\n<parameter=lumen>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=tango>\ncedar_392\n</parameter>\n<parameter=lumen>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=tango>\ncedar_392\n</parameter>\n<parameter=lumen>\nnot provided\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0024-renamed-611403","set":"renamed_B","cohort":"valid_call","family":"access_control","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> vessel {\"tango\": \"maple_205\", \"zinc\": \"049\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please remove a member access to a group.\nGroup identifier: \"maple_205\". Member identifier: \"049\".\nUnrelated archived note: birch_375, reference 018. These are not inputs to this request.","tools":[{"function":{"description":"Remove a member access to a group. Inert synthetic operation.","name":"vessel","parameters":{"additionalProperties":false,"properties":{"cobalt_plum":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"tango":{"description":"Group identifier","type":"string"},"zinc":{"description":"Member identifier","type":"string"}},"required":["zinc","tango"],"type":"object"}},"type":"function"},{"function":{"description":"Give a member access to a group. Inert synthetic operation.","name":"orbit","parameters":{"additionalProperties":false,"properties":{"cobalt_plum":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"tango":{"description":"Group identifier","type":"string"},"zinc":{"description":"Member identifier","type":"string"}},"required":["zinc","tango"],"type":"object"}},"type":"function"}],"prompt_tokens":599,"decision":{"rms":0.38270162096567295,"sumsq":149.97455942630768,"hb":[-0.01187,-0.00732,-2.09231,0.16944,-1.5842,0.13895,-0.58421],"lse":23.58604760634654,"logits":[13.207,12.027,10.791,11.255,10.826,9.878,6.869,6.887,9.639,9.955,9.661,16.826,11.602,9.974,13.825,10.17,8.688,9.017,12.195,9.653,20.404,9.585,11.658,13.091,13.278,11.731,11.376,9.364,11.742,12.349,9.586,14.363,14.287,8.664,12.244,9.064,9.573,11.393,8.908,10.478,11.712,12.796,7.72,12.782,3.235,5.917,0.295,11.34,5.773,13.015,4.941,9.212,8.9,7.756,8.391,6.153,8.623,12.679,10.187,6.145,7.499,13.414,4.347,8.05,8.897,12.309,6.474,9.623,3.33,17.084,8.595,6.175,8.696,-0.948,7.31,1.805,10.104,5.418,7.634,8.403,9.109,10.568,7.331,8.069,10.526,6.046,8.204,5.531,8.59,12.879,0.862,3.858,14.896,11.969,3.862,6.994,12.071,-3.534,3.475,4.257,6.986,7.859,-0.446,6.563,0.661,12.427,8.993,4.128,8.04,9.626,6.478,9.869,5.464,5.93,7.71,10.461,15.923,4.464,7.208,7.049,12.446,10.17,13.031,12.769,12.048,11.224,2.363,10.942,8.707,8.4,1.01,6.682,3.415,6.412,12.756,6.031,3.387,12.685,3.933,7.477,8.236,12.921,12.699,4.464,0.206,6.542,10.919,0.455,15.309,1.455,-0.272,8.629,5.906,6.423,6.5,8.378,6.28,8.902,8.225,9.272,7.185,3.797,8.702,0.406,7.334,4.19,8.573,4.029,-6.083,8.341,11.131,10.593,12.143,5.546,8.06,5.133,5.667,6.655,10.878,7.096,7.161,3.925,4.935,4.233,7.459,15.212,5.652,12.148,-2.214,9.877,9.25,3.129,10.391,11.735,4.154,3.72,9.18,10.443,8.496,1.84,8.2,13.54,5.726,3.096,12.378,6.699,8.409,6.246,4.759,10.349,2.199,11.358,15.358,3.233,7.4,4.458,-4.956,0.433,4.485,3.478,7.049,7.219,8.553,4.542,-0.454,4.478,7.282,5.886,-0.001,2.99,8.886,-2.394,1.563,5.225,7.93,11.494,2.796,9.649,6.146,8.475,5.97,4.563,2.739,4.683,5.077,11.669,-0.665,-5.118,6.485,9.77,0.682,10.574,8.491,8.048,4.918,-3.588,11.489,13.212,6.61,10.779,7.525,10.366,6.112,1.487,5.41,4.95,1.18,9.601,6.402,15.214,1.324,3.419,1.252,-0.088,1.92,7.321,7.39,5.591,6.876,0.741,9.303,9.516,1.174,5.052,4.288,9.819,-1.476,7.653,11.885,11.692,7.876,6.376,10.16,6.95,7.872,9.102,8.241,10.397,13.494,10.076,10.516,4.784,5.356,8.943,5.444,4.929,4.968,10.615,2.068,9.578,5.991,6.31,12.78,4.511,-0.277,-2.82,8.115,5.733,-4.964,-1.112,4.235,9.331,7.676,7.342,9.842,9.953,-3.89,-3.042,7.513,8.812,14.199,8.741,3.862,9.356,13.51,6.715,8.798,2.308,2.751,5.592,-2.65,11.669,12.646,11.575,9.911,3.872,7.825,3.899,6.43,1.748,9.668,3.851,-2.098,6.53,9.168,12.246,6.482,9.87,9.93,9.325,0.244,4.142,0.595,1.367,11.529,9.336,12.667,5.354,3.854,3.564,9.525,11.223,1.622,4.775,10.448,4.598,4.63,9.842,8.028,13.134,5.07,-4.47,13.582,3.688,9.541,5.016,1.664,2.901,7.908,11.784,3.413,10.698,3.721,10.696,-0.445,9.378,6.891,2.952,1.569,1.879,3.524,-3.797,5.39,1.893,10.63,0.769,8.965,11.616,-2.725,3.696,9.739,7.923,0.493,4.054,9.077,8.979,-2.175,11.749,5.977,9.181,7.914,10.183,2.261,6.348,5.3,9.732,4.291,1.845,12.376,-0.714,13.296,8.218,3.644,5.083,2.206,4.585,7.7,5.041,11.133,11.692,8.214,6.102,7.05,4.285,2.059,3.878,9.898,0.654,11.383,0.813,7.236,-0.968,10.644,-2.887,3.795,2.086,8.55,6.077,5.071,0.343,2.101,10.096,8.645,4.66,7.058,2.29,0.375,2.144,8.144,6.993,5.583,13.085,5.642,0.348,2.591,1.772,1.434,6.997,7.114,2.873,7.69,4.563,9.639,0.226,6.662,8.935,-0.721,6.558,15.698,8.127,5.391,5.82,6.684,8.517,6.193,4.638,11.237,0.823,7.946,1.546,5.956,0.892,3.932,6.369,0.326,3.894,-1.104,4.239,10.936,13.763,1.221,8.554,-0.634,3.047,8.191,3.661,5.92,12.743,4.84,6.924,8.324,2.757,2.99,-2.366,5.49,6.766,-0.186,-2.254,0.667,7.074,4.616,5.321,2.869,6.274,4.263,5.265,8.114,4.262,5.107,5.785,4.297,0.601,1.595,10.071,2.212,3.819,10.396,5.931,5.186,6.384,2.352,5.58,-2.817,2.641,9.142,10.798,4.46,10.834,1.991,7.483,9.076,4.13,-1.477,2.75,7.741,10.41,6.794,2.442,10.161,4.073,-0.703,5.364,4.89,8.491,2.009,3.432,-0.799,5.358,6.027,0.212,1.885,6.799,8.429,0.407,3.059,0.538,5.941,0.429,11.126,-1.268,10.154,8.166,-2.382,4.948,9.939,-2.053,2.341,3.536,4.587,12.524,1.145,6.857,8.525,5.109,11.191,9.313,0.114,-0.616,-3.041,0.248,7.006,9.712,6.921,7.398,-2.492,6.006,1.907,7.354,3.038,6.695,9.824,6.076,4.597,2.131,5.937,11.454,3.642,8.567,-3.239,5.222,6.836,2.282,1.884,3.224,7.159,11.926,6.609,-0.012,0.227,5.606,9.407,-0.033,4.584,6.326,6.28,7.576,5.886,-1.975,3.091,3.119,-1.201,2.12,9.104,6.517,-3.977,0.935,-2.718,10.425,-1.114,3.792,8.631,4.877,5.785,13.044,2.153,5.505,7.028,0.038,6.517,9.696,-5.226,-0.452,1.553,6.15,0.157,5.863,7.317,7.294,0.611,1.94,4.779,1.795,6.797,10.478,1.932,2.533,-1.628,9.139,3.646,7.416,4.712,5.413,10.629,6.317,4.167,5.971,1.25,3.404,5.767,1.469,4.526,2.525,-0.611,0.353,13.259,-1.583,6.187,2.602,-0.815,5.703,8.472,-1.622,7.29,11.661,1.659,1.13,4.344,4.848,4.694,2.755,3.92,2.581,3.826,2.686,1.148,8.349,0.005,9.158,7.935,4.766,3.748,-0.284,4.705,6.25,0.18,8.141,8.016,2.577,13.365,1.199,3.654,5.439,5.346,3.791,8.723,4.024,0.751,3.246,6.321,0.983,-1.413,9.159,-1.829,1.21,7.32,3.188,-2.828,2.311,8.227,0.904,2.956,-2.821,2.689,9.199,6.256,3.243,-0.456,2.449,-0.395,4.148,-0.07,-3.369,6.081,7.327,0.235,-1.297,2.668,7.68,0.682,7.024,11.859,-3.212,4.59,7.004,4.819,4.542,9.199,-2.139,4.287,2.353,8.565,-1.2,0.304,4.706,1.655,0.026,-2.255,-0.795,1.421,-0.047,2.661,4.324,-0.557,5.951,2.803,0.981,-2.144,-1.305,-1.899,1.628,1.256,0.696,3.298,0.432,4.827,0.709,6.168,2.496,-1.289,0.465,-0.135,1.806,2.175,3.153,3.021,3.356,0.365,3.405,-0.146,0.949,0.671,-3.196,2.175,1.581,1.532,0.127,1.003,-0.541,0.922,12.196,9.676,2.338,3.24,2.183,1.845,3.426,0.263,-1.117,2.763,1.927,-1.776,0.535,0.015,-4.951,5.075,0.423,2.223,-1.636,2.78,-2.226,-2.437,4.126,-0.46,-1.525,0.631,1.24,1.218,-1.248,-0.711,-1.666,2.797,1.047,-0.337,0.88,0.086,0.083,1.972,1.188,1.131,0.339,-2.752,0.165,0.553,0.653,2.37,3.7,4.705,2.374,-2.024,-3.643,3.819,3.013,-0.048,0.726,3.105,4.587,0.588,-3.002,0.637,-1.499,0.96,3.204,-1.264,2.278,1.331,4.93,3.429,1.4,4.45,2.898,-0.308,3.721,-1.218,-0.412,1.931,-0.128,4.363,1.353,0.547,3.38,-3.558,-1.545,3.856,0.816,0.935,1.55,2.345,3.285,-0.477,5.488,-0.153,3.258,2.062,1.018,0.555,-1.754,4.515,0.755,0.267,2.569,-2.748,0.095,1.966,5.429,0.124,2.145,1.064,3.056,0.66,-0.668,4.956,4.008,3.554,0.788,-0.508,1.102,-2.27,-1.03,0.378,-4.389,1.513,-1.406,0.923,-1.618,0.937,-0.206,0.528,4.687,2.519,-1.775,1.577,1.009,-1.106,0.771,0.466,3.316,1.471,-0.268,5.216,1.152,1.839,3.734,3.837,-0.324,2.204,-1.998,2.02,0.067,0.109,-0.73,-3.437,-0.095,3.48,3.556,0.389,3.751,3.983,2.97,-0.064,3.808,1.198,1.351,4.131,0.581,3.582,3.36,-1.874,-2.091,-1.524,1.423,-1.955,-2.286,-0.056,0.003,1.938,-3.986,1.661,2.001,-1.434,-0.709,2.333,3.038,-0.545,3.213,3.154,1.882,-3.347,10.576,23.535,10.488,12.979,11.733,15.353,13.673],"base_top":[[248058,23.535],[40,20.404],[760,17.084],[27,16.826],[1919,15.923],[27775,15.698],[5328,15.358],[248068,15.353],[2665,15.309],[8160,15.214]]},"positions":{"tokens":[248058,198,27,1628,37956,34373,29,198,27,15704,79724,2747,29,198,15,19,24,198,510,15704,29,198,27,15704,23251,5005,29,198,2117,273,62,17,15,20,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=v","essel",">","\n","<","parameter","=z","inc",">","\n","0","4","9","\n","</","parameter",">","\n","<","parameter","=t","ango",">","\n","map","le","_","2","0","5","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.9849,-0.2447,-0.7367,-0.1018,-2.2313,0.7123,-0.5049,-0.1164,0.1279,-0.7879,0.0662],[-3.7763,0.8867,7.6508,15.0241,-1.145,-1.9083,1.3967,-0.8826,0.0914,-0.5657,-0.2823],[-4.3057,-0.696,10.5031,18.0635,-1.9779,-0.329,-0.2401,-0.2131,0.1134,-0.7293,-0.0671],[-2.145,-0.8283,10.3538,17.5407,-2.4328,0.0731,0.5616,-0.8086,0.0654,-0.6042,0.1226],[-1.7655,-0.9542,10.1801,16.8336,-3.1937,-0.3379,-2.8757,-0.359,0.2133,-0.7894,0.5257],[-1.7311,-0.2914,10.9701,16.9828,-0.6665,-2.0558,-1.8129,-0.3507,0.261,-1.0048,0.1947],[-3.9395,-0.5567,10.4042,18.591,-0.6062,-1.1943,1.4722,-0.9104,0.205,-0.9834,0.1845],[-4.5221,0.8837,11.4177,21.172,-1.552,-2.1129,2.07,-0.2105,0.0921,-0.9509,-0.3008],[-5.7799,-0.2212,11.2548,17.7973,-2.2384,-1.1104,0.2812,-0.3506,-0.1077,-1.1586,-0.2076],[-1.2367,-0.531,10.2831,16.6757,-2.7978,-0.9186,3.2465,-0.6305,-0.0137,-1.0201,-0.4375],[-2.0035,-0.4765,10.7156,18.2846,-2.6267,-1.0986,-1.1085,-0.7738,0.153,-1.2867,0.1801],[-3.4967,-1.3167,11.0674,16.9323,-1.3556,-1.9735,-0.6548,-0.9526,-0.094,-1.1679,0.0739],[-4.9585,-1.408,11.9414,22.7184,-2.4613,-1.8955,0.5319,-0.6724,-0.0002,-1.4897,-0.21],[-3.2823,-0.7645,14.7135,21.1944,-3.4129,-1.2267,1.8482,-0.2991,0.3014,-1.103,-0.3766],[-1.7409,-0.7996,18.9486,17.6914,-2.3131,-0.9185,-1.5669,-0.106,0.2626,-0.8929,-0.3562],[-2.7279,-2.0114,15.0983,22.0741,-0.6258,-2.0635,-0.6937,-0.8298,0.235,-1.2509,-0.5814],[-3.8475,-1.933,13.8252,21.9038,-0.9799,-2.345,0.4861,-0.9055,0.0523,-1.5935,-0.3195],[-4.8472,-1.0824,12.4926,21.2978,-1.8393,-2.6397,1.9437,-0.6656,0.2324,-1.3616,-0.1704],[-5.1794,-1.0174,12.7068,19.2634,-2.3489,-1.2973,0.9944,-0.5602,0.262,-1.3356,-0.621],[-3.1185,0.5586,10.4869,15.6216,-1.7331,-0.955,1.3974,-0.4951,0.1314,-0.711,-0.5337],[-4.4533,-0.0237,9.815,20.5957,-1.7131,-3.1724,1.409,-0.9509,0.3902,-1.1885,-0.0998],[-2.9024,-0.1871,12.4108,20.9461,-2.0364,-0.3491,2.9506,-0.2431,0.3245,-1.012,-0.1764],[-4.618,-0.5273,11.1197,18.6238,-2.1654,-0.923,0.3102,-0.2589,-0.1039,-1.1232,-0.4044],[-1.2218,-1.004,11.1179,18.6739,-3.0063,-1.3342,3.3165,-0.6282,0.0792,-1.131,-0.343],[-1.6514,-1.1282,11.568,18.5586,-3.4102,-1.7168,-1.0366,-0.8187,0.2553,-1.3425,0.2982],[0.3082,-0.8784,10.5003,15.712,-2.1172,-2.1078,-1.0663,-0.6485,-0.0793,-1.067,0.184],[-3.9695,-1.9511,12.2336,21.9178,-2.038,-1.7339,0.9447,-0.8828,0.0382,-1.4817,0.1415],[-3.4947,-1.0363,15.5059,19.5829,-2.8928,-0.8025,2.6557,-0.4402,0.1498,-1.3076,0.0941],[-2.1325,-0.9575,19.4106,15.9494,-1.1558,-1.1817,0.0238,-0.6169,0.0772,-1.302,0.119],[-2.9669,-1.342,13.4112,20.5382,-0.2901,-0.4128,-0.0386,-1.343,0.2331,-1.3703,0.1797],[-4.2904,-0.9127,12.9726,22.563,-2.1403,-0.2398,1.4468,-1.5347,0.268,-1.4284,0.0101],[-2.6031,-2.037,16.0168,21.0884,-1.6648,-0.8354,0.5761,-0.6243,0.1296,-1.455,-0.6379],[-2.8891,-1.5066,13.3932,21.0988,-0.9707,-1.1969,-0.5631,-1.386,-0.0687,-1.576,-0.4659],[-3.1559,-1.1441,13.6121,21.3277,-1.1571,-2.7581,-0.591,-1.2723,0.2987,-1.3165,-0.3739],[-3.6185,-0.3994,11.6347,21.3469,-0.6672,-2.1693,1.3686,-0.7017,0.1824,-1.458,-0.1932],[-3.9197,-1.1006,11.9481,19.2072,-1.5071,-0.7755,0.727,-0.5886,0.372,-1.3927,-0.671],[-2.9184,0.1928,11.2107,17.8763,-1.7192,-0.8651,1.3827,-0.4218,0.16,-0.797,-0.6039],[-3.6446,0.0448,8.9078,21.3955,-0.8975,-2.8893,0.9296,-0.8041,0.3674,-1.2525,-0.0345],[-3.53,-0.0614,9.7689,20.4734,-0.6989,-1.1969,1.79,-0.0344,0.0361,-0.9734,-0.3587],[-3.8459,0.3419,10.4037,17.7551,-1.083,-0.8598,-0.0821,-0.617,0.0621,-1.1813,-0.3897],[-3.1769,0.0465,10.5073,17.4499,-2.001,-0.5468,-1.5463,-0.8516,0.2184,-0.9783,-0.3788],[-4.3784,-0.1241,6.1634,13.7986,-0.7952,-1.7132,2.0409,-1.2158,0.2312,-0.7327,-0.0774],[-4.1663,-2.2787,10.8994,18.7708,-0.6667,-1.0969,2.8343,0.1221,0.2902,-0.7795,-0.2027],[-5.0185,-0.4361,8.2287,13.3509,-1.958,-1.1076,-0.1302,-0.8979,0.0024,-1.2093,0.0992],[-3.5257,-0.19,8.5246,13.2805,-1.9109,-0.2621,-1.7603,-1.064,0.0231,-1.5242,0.0429]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=zinc>\n049\n</parameter>\n<parameter=tango>\nmaple_205\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=zinc>\n049\n</parameter>\n<parameter=tango>\nmaple_205\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=zinc>\n049\n</parameter>\n<parameter=tango>\nmaple_205\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=zinc>\n049\n</parameter>\n<parameter=tango>\nmaple_205\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0130-renamed-611403","set":"renamed_B","cohort":"no_tool","family":"text_case","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to change stored text to lowercase. Do not access or change stored data.\nStored text identifier: \"spruce_483\".\nUnrelated archived note: cedar_165, reference 094. These are not inputs to this request.","tools":[{"function":{"description":"Change stored text to uppercase. Inert synthetic operation.","name":"harbor","parameters":{"additionalProperties":false,"properties":{"lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"tango":{"description":"Stored text identifier","type":"string"}},"required":["tango"],"type":"object"}},"type":"function"},{"function":{"description":"Change stored text to lowercase. Inert synthetic operation.","name":"lumen","parameters":{"additionalProperties":false,"properties":{"lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"tango":{"description":"Stored text identifier","type":"string"}},"required":["tango"],"type":"object"}},"type":"function"}],"prompt_tokens":564,"decision":{"rms":0.3367610607371368,"sumsq":116.12878031749278,"hb":[-0.06788,0.00601,-0.8292,-0.03356,-0.41803,0.17048,-0.54385],"lse":20.197466343473288,"logits":[13.275,13.58,13.19,11.897,12.159,9.088,7.398,8.973,8.391,10.997,7.2,14.647,11.393,7.767,11.829,9.862,7.802,7.995,8.134,12.491,18.366,10.968,9.063,15.563,11.239,10.196,9.009,9.161,11.021,7.816,8.381,12.276,13.598,7.089,10.162,8.241,9.567,10.028,9.252,7.311,12.45,6.289,7.894,10.257,8.716,7.168,2.015,9.333,4.971,13.596,1.322,6.339,7.194,8.796,7.215,5.834,8.572,12.065,10.184,6.196,6.044,13.554,0.407,7.772,7.417,9.929,6.284,10.371,-0.424,17.218,11.056,11.147,9.088,2.439,10.67,2.467,7.354,7.499,10.156,11.028,8.144,7.76,9.212,9.513,8.897,8.239,7.124,-0.288,10.91,10.377,-1.518,4.768,16.858,8.191,7.048,4.725,11.107,-5.742,0.253,2.713,6.029,6.435,2.132,13.7,0.384,13.198,10.055,3.862,4.86,8.733,5.539,10.025,5.257,4.259,7.149,10.381,15.489,5.974,7.834,13.632,11.378,10.295,13.112,14.339,15.29,13.093,2.292,9.51,7.216,6.181,3.17,7.55,4.768,6.349,7.092,8.614,7.721,13.051,3.276,6.838,6.815,15.13,14.382,4.814,0.982,6.382,11.718,-3.721,17.687,0.709,-3.935,8.744,5.859,7.117,0.723,10.578,6.745,6.658,5.409,7.959,7.072,5.121,9.895,-2.094,6.654,5.256,8.432,7.603,-5.2,10.738,9.7,12.013,14.135,5.892,7.634,8.055,13.477,4.73,11.27,6.691,7.555,4.337,4.896,1.436,7.467,16.881,14.058,9.303,2.435,10.07,10.048,3.617,12.489,8.935,7.264,5.091,7.766,15.296,7.378,2.885,6.684,12.475,3.221,1.287,10.379,8.756,14.196,10.494,0.346,8.682,3.715,15.321,13.935,1.85,8.492,3.888,-2.981,6.79,-0.549,0.054,13.83,7.059,7.414,0.357,-3.326,5.453,8.152,2.171,-1.246,4.36,9.659,-0.545,1.633,8.394,8.455,9.246,7.196,8.893,4.688,10.665,6.582,0.824,5.526,1.719,5.586,9.445,-2.12,1.117,11.719,7.559,1.004,11.115,9.722,9.529,6.232,1.906,8.508,11.474,7.95,11.448,13.772,10.178,3.112,2.928,5.882,11.94,1.809,7.709,3.92,12.692,-1.436,0.833,0.16,3.098,-0.119,12.262,8.197,5.726,6.113,2.403,16.84,13.185,-2.053,6.271,5.022,6.604,-4.061,15.086,10.34,11.683,11.082,3.441,14.631,11.0,8.984,8.194,9.649,11.823,11.793,5.797,10.838,7.671,4.256,8.451,6.02,2.467,10.716,12.822,-0.812,8.856,8.163,7.555,14.226,9.659,-1.42,1.872,8.09,4.805,-2.726,1.575,0.746,9.344,8.578,5.661,4.734,11.354,-4.183,-1.824,10.17,9.638,15.591,8.169,2.873,11.438,13.245,6.246,10.556,1.142,3.151,5.697,0.223,10.197,12.584,11.411,5.681,6.584,8.507,8.705,7.378,6.9,14.246,3.593,-0.29,-0.881,9.042,10.797,7.533,10.538,7.824,8.542,-0.639,4.529,-0.402,-1.574,13.312,13.167,10.537,4.384,0.25,4.657,8.645,11.783,-0.896,5.524,9.637,0.985,4.4,11.277,10.079,16.127,0.224,-1.982,12.428,0.554,7.934,3.751,1.317,4.509,11.749,12.388,1.738,12.832,4.216,12.025,0.838,11.216,6.45,1.232,-0.582,3.55,4.922,-1.483,3.857,4.063,9.017,1.014,8.089,12.672,-2.197,0.602,7.747,6.706,5.235,4.282,10.337,7.9,-1.641,7.663,5.77,8.656,6.888,8.705,1.983,8.084,2.609,7.175,2.127,2.333,12.279,-1.679,10.536,5.722,5.718,7.309,0.312,6.413,8.457,7.127,13.815,14.495,8.283,12.446,5.339,7.452,0.519,7.651,14.01,1.234,9.997,1.197,6.742,4.645,8.732,-1.048,4.346,0.291,7.848,3.696,6.636,-0.176,-0.53,11.002,11.376,5.385,10.494,2.287,-0.914,1.703,9.256,7.127,5.941,12.063,6.682,-2.063,2.629,0.454,-0.394,8.209,6.26,2.034,13.212,4.071,9.492,-1.563,6.793,9.483,-2.708,6.61,14.415,8.828,5.422,10.683,4.33,11.157,5.77,7.6,12.15,1.854,7.59,3.509,7.397,2.979,3.745,5.364,3.196,3.867,-0.294,3.388,8.902,12.946,5.804,9.003,-1.929,6.919,8.846,1.028,11.481,13.811,9.856,7.584,7.412,1.97,-0.542,-1.345,4.301,5.916,3.687,-1.357,2.027,6.16,6.498,5.588,3.553,1.757,7.352,5.167,8.051,2.84,2.568,7.254,5.214,4.154,-2.673,11.547,0.372,6.724,12.736,8.698,1.524,4.156,-1.072,3.861,-0.89,-1.236,7.197,9.012,3.225,10.647,5.121,6.612,7.002,1.823,-3.392,2.659,9.391,10.602,7.536,3.288,8.155,4.338,0.087,3.613,8.953,9.07,0.674,8.892,-0.92,7.304,7.588,4.17,3.335,4.659,13.627,-0.338,4.119,2.586,5.086,-0.34,7.753,-1.263,8.633,11.99,-5.139,6.466,11.05,-1.53,3.116,-0.755,8.721,12.822,5.546,8.257,7.762,4.148,9.062,8.274,-0.765,-4.634,-3.842,-1.878,8.498,15.085,9.171,6.01,-2.994,5.441,4.534,8.908,7.789,7.616,8.666,8.036,2.577,2.598,2.341,10.156,5.664,9.691,-4.13,2.724,7.114,0.953,4.318,3.477,7.82,11.789,5.14,-2.826,-1.114,9.891,8.893,-1.181,5.008,7.32,2.887,8.099,6.349,-7.505,5.597,2.14,-0.525,5.004,7.194,9.951,2.331,2.213,1.413,12.832,-2.313,7.324,7.179,7.842,4.783,8.46,0.305,4.303,6.202,0.337,3.677,11.626,-3.614,1.646,4.969,2.771,1.798,3.591,6.2,4.938,-0.257,3.0,3.204,3.048,7.737,8.202,-0.794,-0.595,3.425,7.756,4.78,7.39,7.065,13.345,13.095,7.501,4.557,5.319,1.768,3.394,7.71,-2.358,6.975,3.823,2.866,-1.402,9.096,-2.1,5.932,5.564,1.796,3.634,9.713,0.134,8.085,10.532,4.314,0.462,8.291,7.443,2.128,4.512,4.111,0.65,8.614,0.984,2.105,7.57,-1.378,7.836,3.784,3.728,7.638,1.999,-1.025,4.731,-0.016,7.324,8.847,1.806,10.064,5.626,4.713,5.054,5.635,1.374,7.711,1.698,5.628,2.897,7.464,-0.351,-0.476,10.645,6.173,0.439,7.392,-1.175,-5.534,-1.035,8.729,1.633,5.865,-0.6,5.314,8.04,4.824,-0.593,2.046,1.858,1.233,0.527,-0.15,-1.599,13.509,9.381,1.214,-0.767,6.325,7.629,1.663,6.327,12.64,-4.723,7.152,4.583,4.796,7.161,7.687,-1.003,1.087,0.264,9.989,2.97,-0.613,0.599,0.642,-3.16,-4.195,-0.358,0.993,1.027,2.302,4.287,-1.445,7.081,3.352,0.424,-2.077,-3.347,-1.399,-0.716,2.957,0.835,6.244,1.033,3.016,2.576,3.865,3.345,-1.044,-2.192,0.438,0.031,1.383,3.249,1.072,4.827,-3.617,1.879,3.147,3.004,0.38,-2.691,-0.091,1.458,-1.913,-0.692,1.075,-3.553,0.551,7.436,7.312,-1.874,0.516,1.18,5.776,3.606,1.04,-2.123,2.136,0.634,-0.454,-0.111,0.509,-3.125,2.844,-3.554,1.155,1.033,1.442,0.335,-1.666,4.34,-0.811,-1.211,0.602,0.94,-0.452,-3.748,-0.335,-3.873,-0.297,1.165,-0.672,-0.027,1.719,-0.654,0.935,3.766,4.192,-2.538,-0.692,-1.407,1.203,-0.269,2.049,2.657,1.345,1.274,-0.257,-5.635,6.123,2.938,2.529,-1.045,0.218,2.897,-3.995,0.89,-1.882,0.09,-4.13,4.828,-2.315,0.278,0.394,3.553,-0.082,2.572,3.951,1.301,2.045,2.021,-1.243,0.529,-0.746,1.334,1.242,-0.614,-0.677,2.164,-3.008,-4.433,7.814,1.624,0.207,1.961,0.535,4.886,-2.347,4.203,1.681,2.859,-2.197,-0.338,1.054,-3.301,4.898,2.136,1.584,2.263,-2.243,-3.306,2.122,1.903,0.998,1.001,-0.301,0.294,-0.851,-0.552,1.334,-1.082,5.321,0.98,0.108,2.821,-2.32,0.048,-2.665,0.53,5.934,-3.035,1.116,4.91,0.79,1.243,2.243,3.325,6.391,-2.359,0.584,4.458,1.801,-0.356,2.032,3.314,0.615,-0.003,6.648,0.987,4.486,1.73,8.04,-2.115,6.22,-1.823,-0.284,0.948,-0.204,-0.677,-0.482,-4.619,2.465,4.345,-1.086,2.761,2.499,3.391,0.913,0.894,0.718,-0.996,2.875,-0.153,3.0,4.168,-0.259,0.728,-0.515,-1.496,-1.863,-1.991,-0.441,-1.015,4.216,-2.905,4.342,3.72,0.538,-1.203,4.52,3.884,1.978,-0.089,3.197,0.417,-1.9,9.032,19.117,7.701,9.301,9.255,15.441,11.992],"base_top":[[248058,19.117],[40,18.366],[2665,17.687],[760,17.218],[3928,16.881],[1206,16.858],[8725,16.84],[15771,16.127],[12189,15.591],[45,15.563]]},"positions":{"tokens":[248058,198,27,1628,39287,26994,29,198,27,15704,23251,5005,29,198,49931,10208,62,19,23,18,198,510,15704,29,198,27,15704,39287,30748,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=l","umen",">","\n","<","parameter","=t","ango",">","\n","spr","uce","_","4","8","3","\n","</","parameter",">","\n","<","parameter","=l","attice",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.9988,-0.1829,1.7092,1.8952,-2.7956,1.7645,0.1139,-0.4229,0.0748,-1.0663,-0.2187],[-4.3414,0.2053,7.7536,14.8262,-1.4996,-1.6515,1.5981,-0.8439,0.1892,-0.7434,-0.3326],[-4.5495,-0.8715,11.154,17.407,-2.9442,0.6234,-0.6795,-0.5143,0.1035,-1.0962,-0.2845],[-1.9724,-0.5463,10.8825,16.2968,-3.3207,0.273,0.6637,-0.9181,0.0382,-0.8528,-0.2369],[-1.0731,-1.2414,10.7422,17.056,-4.2878,0.3986,-2.1339,-0.7933,0.0931,-1.138,0.234],[-2.2299,-2.4252,12.2072,19.3918,-2.6395,-1.5746,0.071,-1.0566,0.033,-0.8851,0.0797],[-4.4525,-1.335,10.7003,21.3603,-1.8084,-1.4454,0.5142,-0.9382,0.197,-1.4464,0.1576],[-5.8918,-0.1277,11.1952,20.69,-2.0781,-1.9112,1.4883,-0.3102,0.0789,-1.0633,-0.3763],[-5.3818,-0.6614,11.2922,17.5699,-2.1363,-0.9949,-0.2004,-0.4382,-0.0639,-1.3171,-0.2763],[-1.3275,-0.778,10.4175,17.3937,-3.1091,-0.5215,3.2581,-0.7969,0.0,-1.0077,-0.6151],[-2.2337,-1.5033,11.7062,20.3997,-3.4026,-1.4238,-2.1423,-0.8461,0.0612,-1.3565,0.1349],[-0.1923,-0.9051,10.9486,16.4339,-1.8251,-2.8485,-1.12,-0.6095,-0.1666,-1.1714,0.062],[-4.0196,-1.2551,13.1131,22.1193,-1.8986,-2.034,0.3085,-0.8579,0.0159,-1.7755,0.1012],[-2.5768,-0.5188,15.7493,19.398,-3.2923,-0.5883,1.4795,-0.4016,0.2587,-1.4891,-0.1605],[-0.8207,-0.401,18.8777,14.5177,-1.0188,-0.861,-1.4412,-0.5681,0.2263,-1.5135,-0.1771],[-3.5131,-1.4552,12.9212,19.4963,-0.8237,-0.5187,0.7618,-1.2902,-0.058,-1.1894,0.1786],[-3.8544,-1.4048,12.6476,22.6733,-1.5783,-0.2802,0.3471,-1.5711,0.2256,-1.9532,-0.0006],[-2.5747,-2.7926,16.5976,21.4072,-1.6333,-0.7764,-1.358,-0.7661,0.0384,-1.8369,-0.6389],[-3.3187,-2.5107,13.3343,20.6601,0.2515,-1.333,-0.5614,-1.4707,-0.1021,-1.8969,-0.2912],[-4.2228,-2.1059,12.8963,21.816,-0.8691,-2.4147,-0.1571,-1.3473,0.1832,-1.7586,-0.5198],[-3.8664,-1.5239,11.5203,21.3319,-1.1942,-1.2903,0.3033,-0.7006,0.2019,-1.6228,-0.2865],[-4.275,-1.124,12.6379,19.0684,-1.5796,-1.0458,0.7929,-0.4844,0.2601,-1.3593,-0.6627],[-2.623,-0.147,11.3578,16.3366,-1.8124,-1.2644,1.1253,-0.3606,0.0284,-0.8856,-0.542],[-3.7413,0.2795,8.8481,20.6757,-1.6121,-2.0717,0.633,-0.8581,0.2796,-1.2048,-0.0901],[-3.0769,-1.8257,10.1857,20.8901,-1.4086,-0.1939,1.4252,-0.185,0.2018,-1.2252,-0.1066],[-4.7584,-0.4821,10.6278,17.7421,-1.5979,-0.5264,-0.2328,-0.6753,-0.0414,-1.0844,-0.323],[-0.9271,-0.3609,10.3469,17.5322,-3.2465,-0.6101,2.4944,-0.7357,-0.0641,-0.8719,-0.444],[-2.3399,-1.0578,11.9594,20.6026,-3.5753,-1.0773,-1.9563,-0.9882,0.0241,-1.2207,0.1345],[-2.4417,-1.3396,10.6721,18.2742,-2.6465,-2.2677,-1.1533,-1.1842,-0.1408,-1.0544,0.1156],[-3.5976,-2.0741,11.6777,22.3185,-1.4339,-2.4768,-0.2582,-0.7287,-0.0339,-1.6141,-0.0053],[-2.7528,-1.1162,13.401,20.5975,-2.7099,-1.9735,1.5257,-0.2078,-0.1445,-1.4219,-0.099],[-1.42,-1.2408,16.582,17.2341,-1.3908,-2.0462,-0.8941,-0.5547,-0.1365,-1.516,-0.1322],[-3.4944,-0.9834,10.3102,22.446,-2.0263,-1.9599,1.2825,-0.4532,0.2497,-1.4016,-0.3069],[-4.4642,-1.7159,12.415,19.5537,-2.293,-0.5869,0.8943,-0.6763,0.3425,-1.4344,-0.6774],[-3.2248,-0.5192,11.16,16.7062,-2.0866,-0.6268,1.1844,-0.5512,0.241,-0.802,-0.6836],[-3.9026,-0.1052,8.579,20.4643,-0.6613,-1.8318,1.0793,-0.6971,0.4616,-1.1172,-0.163],[-4.49,-2.23,10.6033,21.0994,-1.8709,-0.7641,1.962,-0.2393,0.2972,-1.2478,-0.2959],[-4.8429,-0.152,11.337,17.9025,-1.1677,-0.296,-0.0839,-0.6922,0.0934,-1.0039,-0.3122],[-3.656,-1.065,10.8297,17.5477,-2.2601,-1.009,-1.0523,-0.8234,0.1499,-1.0203,-0.347],[-4.3304,-0.3609,6.3462,14.3872,-0.5792,-1.8113,1.957,-1.4211,0.2938,-1.0126,-0.1616],[-5.103,-2.288,10.6919,17.1516,-1.0196,-0.34,2.4218,-0.2267,0.3848,-1.3148,-0.1849],[-3.9073,-0.0069,8.902,13.0705,-1.3165,-1.167,-0.1679,-1.1451,0.0605,-1.305,0.0259],[-2.6535,-0.0411,8.994,13.0892,-1.5693,-0.2351,-1.7234,-1.1055,-0.0127,-1.569,0.0519]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=lumen>\n<parameter=tango>\nspruce_483\n</parameter>\n<parameter=lattice>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0192-renamed-611403","set":"renamed_B","cohort":"valid_call","family":"numeric_aggregation","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> zinc {\"plum\": \"036\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please return the sum of stored values.\nStored series identifier: \"036\".\nUnrelated archived note: cedar_305, reference 056. These are not inputs to this request.","tools":[{"function":{"description":"Return the arithmetic mean of stored values. Inert synthetic operation.","name":"lattice","parameters":{"additionalProperties":false,"properties":{"fable":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"plum":{"description":"Stored series identifier","type":"string"}},"required":["plum"],"type":"object"}},"type":"function"},{"function":{"description":"Return the sum of stored values. Inert synthetic operation.","name":"zinc","parameters":{"additionalProperties":false,"properties":{"fable":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"plum":{"description":"Stored series identifier","type":"string"}},"required":["plum"],"type":"object"}},"type":"function"}],"prompt_tokens":543,"decision":{"rms":0.378821941905743,"sumsq":146.9491851972998,"hb":[-0.02988,-0.02927,-1.89462,0.36524,-1.3497,0.01081,-0.62733],"lse":22.68042706796521,"logits":[12.755,12.484,14.209,13.287,13.147,12.905,11.312,11.128,13.025,13.98,12.589,17.044,10.993,10.234,13.387,9.81,8.765,9.513,11.505,9.007,18.42,11.232,9.993,13.0,12.38,11.906,10.176,10.661,12.178,8.3,10.193,13.998,13.271,8.113,13.02,9.554,9.782,10.661,13.586,10.555,12.807,9.985,14.184,11.91,6.186,6.353,2.237,10.355,6.799,12.921,4.929,7.672,9.202,8.948,7.108,5.256,10.879,13.802,10.764,8.158,7.373,13.527,3.543,10.047,8.385,11.95,7.288,8.13,1.994,18.19,8.071,8.284,8.836,0.181,7.685,2.15,9.848,6.503,8.381,10.346,9.142,9.445,7.065,8.823,8.758,6.344,8.742,4.26,9.335,12.705,2.617,3.832,16.731,12.342,4.364,5.435,12.4,-1.269,2.334,3.918,6.113,7.537,2.013,6.618,1.009,12.651,9.676,4.192,6.508,9.886,6.199,11.084,4.482,5.647,5.613,10.093,15.46,6.872,8.362,7.732,11.661,11.216,12.808,12.918,12.54,11.621,2.62,9.258,9.283,6.921,-0.132,8.171,4.251,6.347,13.352,7.991,4.26,13.513,4.501,10.324,7.412,13.766,11.946,5.21,0.077,4.791,11.416,2.869,14.976,2.893,-0.867,9.75,7.055,7.244,3.753,10.179,7.224,7.822,7.286,9.191,7.534,5.874,9.055,-2.588,7.312,2.131,9.152,4.711,-4.597,8.644,10.868,10.669,12.465,5.445,7.738,7.191,8.822,5.509,10.881,6.084,6.56,3.17,6.151,5.803,6.031,17.064,3.333,10.21,-1.173,9.89,9.46,3.064,10.811,12.105,5.541,4.027,7.605,10.878,8.541,3.732,5.649,13.764,5.965,4.917,11.021,7.659,10.211,8.876,5.857,11.362,4.832,11.19,14.067,0.944,8.855,5.681,-4.549,0.983,4.972,3.797,8.345,8.359,8.153,4.225,-1.132,3.836,5.881,5.109,2.542,3.969,11.091,-1.853,2.065,4.957,7.24,10.032,4.324,8.072,5.76,8.056,8.143,6.358,4.986,2.336,3.592,12.121,1.287,-4.402,8.153,7.428,-0.445,10.988,8.694,5.951,4.295,-0.773,12.324,11.045,7.365,10.832,8.814,8.766,5.67,-0.088,3.826,5.769,1.705,9.637,3.587,13.574,1.744,2.219,0.64,0.348,0.845,7.313,8.8,5.073,5.803,0.377,10.034,8.459,0.207,6.496,11.624,7.372,-0.101,8.65,12.33,10.627,8.168,6.061,10.418,7.368,5.855,9.81,9.622,11.388,13.216,8.074,8.864,5.488,6.317,8.543,8.943,2.098,4.923,10.184,1.4,10.057,6.741,3.324,12.734,2.372,-2.084,-2.775,7.954,7.831,-4.481,-1.919,5.18,11.005,6.56,6.963,8.574,8.024,-3.221,-2.913,6.964,7.567,14.611,9.882,1.743,8.849,11.833,8.401,9.094,2.536,3.705,6.95,-3.574,11.33,11.585,11.703,9.586,4.961,7.942,5.945,8.245,3.653,11.197,3.553,-1.049,4.666,10.025,12.038,7.94,11.426,9.195,7.623,1.459,4.473,-0.977,-0.214,10.827,9.76,12.633,5.713,1.891,3.592,7.959,10.852,0.502,7.231,10.042,5.536,4.648,9.15,8.448,11.742,3.192,-1.532,15.153,3.01,7.073,2.272,4.12,1.919,9.242,10.239,3.924,10.361,2.297,10.542,0.827,11.98,5.846,0.83,1.414,2.75,3.822,-3.289,4.501,0.51,10.963,-1.325,9.075,10.487,-5.2,2.124,9.579,7.815,-0.107,5.125,9.059,8.195,-3.125,12.14,6.413,8.161,6.818,11.357,4.033,7.123,3.673,10.643,5.096,-0.951,12.176,-0.719,11.395,7.932,4.598,4.452,3.261,4.452,6.512,6.843,12.176,11.029,8.414,7.09,6.656,4.82,3.806,5.176,10.391,2.228,10.481,1.56,7.621,0.057,8.056,0.674,4.748,2.873,8.756,7.894,3.501,-0.516,2.495,10.314,10.888,4.319,9.093,2.52,-1.478,3.153,8.746,6.302,6.062,10.681,6.919,1.036,2.052,1.79,2.071,5.845,3.544,1.701,8.071,4.548,9.524,0.077,8.366,9.541,-0.807,7.897,15.616,9.73,4.594,4.863,7.018,9.339,4.112,4.156,10.63,2.309,7.783,3.291,4.714,2.058,1.875,4.16,2.133,4.191,0.038,4.728,9.871,12.816,3.676,8.643,-0.851,3.057,7.067,4.167,7.754,11.566,5.233,6.353,7.287,3.827,2.281,-0.571,3.863,4.362,0.292,-1.523,1.173,6.738,4.789,5.126,4.189,6.388,4.329,6.93,6.911,2.562,2.376,5.632,5.298,1.121,1.878,10.294,0.29,4.149,9.568,5.664,7.584,7.136,2.398,5.739,-3.615,2.422,6.548,8.187,4.255,10.475,3.43,6.621,7.947,2.885,-0.125,1.419,7.623,9.837,6.256,2.808,7.601,2.778,0.857,4.095,4.511,8.092,2.581,5.893,-3.194,7.212,7.637,0.345,1.864,5.665,10.745,-0.911,2.939,0.205,7.319,2.367,11.17,-0.165,9.93,9.578,-3.258,5.656,9.574,-0.674,4.271,3.183,4.564,11.183,3.505,6.056,7.105,2.367,10.304,10.523,1.687,-0.011,-3.373,-0.117,6.621,10.478,8.194,5.974,0.289,6.939,2.81,7.783,4.699,6.496,9.265,7.853,2.772,3.238,3.532,11.536,3.294,7.893,-4.395,4.567,6.017,3.783,6.062,3.63,7.326,9.504,5.956,0.26,-0.321,7.197,11.415,-0.213,4.495,4.33,7.428,6.9,5.492,-1.346,2.0,0.389,-0.04,2.737,7.728,8.725,-2.989,1.622,-0.603,11.648,-0.911,2.971,6.131,6.097,6.763,6.36,1.481,5.349,6.92,-1.677,7.483,10.164,-4.337,-2.108,0.06,4.508,0.606,5.999,8.315,5.212,-1.542,3.457,3.188,1.994,8.486,10.085,3.173,-0.233,-1.199,10.166,3.716,9.173,4.47,5.331,9.838,6.824,3.422,6.337,1.972,2.692,6.232,1.861,4.78,4.184,1.812,-0.585,13.197,-0.211,5.705,2.891,1.585,4.381,7.965,-1.879,7.396,11.375,1.929,2.024,3.676,6.311,5.234,4.03,4.077,1.309,5.824,2.301,1.366,7.44,-0.188,5.974,6.101,4.156,5.189,1.717,3.243,4.531,0.475,8.504,7.177,3.629,11.788,2.394,3.862,5.768,5.53,0.842,8.322,3.734,2.529,2.146,5.798,1.835,0.877,7.361,-0.118,0.738,5.93,2.096,-1.937,0.411,7.244,1.691,2.858,-2.52,1.145,7.71,4.718,2.829,0.943,1.45,-0.981,3.389,-0.91,-3.139,7.826,8.286,0.303,-1.994,2.305,5.163,2.756,5.203,11.691,-1.599,5.384,5.399,4.024,5.238,7.448,-0.072,2.64,0.776,8.673,-2.041,-0.703,4.933,1.771,-0.221,-1.891,1.244,1.116,-1.643,3.128,5.213,0.679,5.8,4.926,-0.304,-1.739,-1.857,-3.161,0.941,1.548,2.215,3.743,0.492,4.73,-0.739,4.328,2.201,0.001,0.916,-0.988,3.769,2.758,4.455,4.197,5.019,-1.512,2.627,-1.635,3.554,1.997,-2.35,3.652,1.488,1.561,1.248,2.369,0.127,1.683,10.759,8.681,2.008,2.987,3.889,3.974,5.21,1.214,-0.519,0.793,2.772,-1.58,-1.306,-0.919,-4.966,3.802,-1.565,0.908,-0.916,3.593,-1.264,0.64,2.623,-0.759,0.816,0.911,0.669,1.138,-0.587,-0.645,-1.787,2.552,1.242,1.027,1.769,-0.003,2.191,1.819,2.323,1.305,-0.46,-3.11,0.055,-0.835,0.677,1.24,1.518,4.084,2.581,-2.39,-0.731,5.789,2.536,-1.055,0.053,4.274,3.367,0.482,-1.136,1.209,-0.071,-0.924,7.24,-0.345,2.141,2.778,5.43,1.11,3.182,2.536,3.45,0.106,4.832,-2.754,-0.304,-0.144,0.496,3.567,1.537,1.704,2.234,-4.468,-2.186,5.315,0.178,0.851,1.937,-0.617,3.882,-1.372,4.755,-0.55,4.185,3.099,1.42,0.573,-1.279,4.113,0.862,0.415,2.792,-2.431,0.281,1.086,4.637,-0.367,4.235,-0.897,2.042,0.237,-0.906,4.361,3.14,1.62,1.015,-0.549,1.423,-2.918,-2.02,-2.489,-3.189,1.393,-3.282,-0.934,-2.652,-0.087,-0.628,0.26,6.942,4.576,1.805,1.274,1.239,-0.662,0.561,0.536,3.908,-0.084,-0.729,4.683,2.98,2.511,3.724,4.989,-0.038,3.523,-2.153,0.139,-1.1,-0.111,-0.792,-3.197,-2.302,1.927,2.171,0.454,2.072,2.73,3.707,0.503,3.204,0.959,1.761,5.344,0.852,3.249,4.13,-1.176,-0.815,-2.496,0.766,-1.335,-1.808,1.091,-0.246,2.108,-3.178,2.203,2.327,-1.111,0.149,2.569,3.965,0.615,3.596,4.714,0.683,-4.498,10.677,22.629,12.525,14.556,12.223,16.48,15.18],"base_top":[[248058,22.629],[40,18.42],[760,18.19],[3928,17.064],[27,17.044],[1206,16.731],[248068,16.48],[27775,15.616],[1919,15.46],[248069,15.18]]},"positions":{"tokens":[248058,198,27,1628,79724,2747,29,198,27,15704,28,490,367,29,198,15,18,21,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=z","inc",">","\n","<","parameter","=","pl","um",">","\n","0","3","6","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.7545,-0.2702,1.8658,0.9261,-1.8567,0.5111,-0.7264,0.0503,0.1932,-0.7969,0.0186],[-4.394,0.2716,8.6834,15.7541,-0.8807,-2.1571,1.82,-0.8765,0.0998,-0.5937,-0.4451],[-5.2967,-0.677,12.4716,19.4969,-2.0062,-0.8123,0.0347,-0.3649,0.1712,-0.9671,-0.2325],[-2.6655,-0.8379,10.9122,17.9169,-2.9724,0.4882,0.9365,-0.9165,0.0861,-0.8037,-0.1027],[-2.4807,-1.0472,11.341,16.9685,-3.1269,0.2115,-1.9375,-0.7749,0.2108,-1.2236,0.3916],[-3.6521,-1.8329,12.2607,17.3395,-0.785,-2.367,-1.3887,-1.1591,-0.0147,-1.0442,0.4393],[-5.4294,-1.1569,11.0157,22.1203,-1.1741,-2.0174,1.335,-0.8947,0.0288,-1.3786,0.1216],[-6.1629,-0.0809,11.1001,21.8639,-0.9318,-2.4396,2.627,-0.2894,0.028,-1.0672,-0.0866],[-5.7743,0.1322,11.3719,17.9191,-1.1987,-1.5203,0.2086,-0.3203,-0.2255,-1.3079,-0.183],[-1.8348,-0.5457,10.8055,17.8348,-2.3001,-0.7861,3.5887,-0.5683,-0.1934,-1.1343,-0.1787],[-2.6054,-1.1142,11.9772,19.9773,-2.9499,-1.575,-0.6902,-0.591,0.0358,-1.263,0.5645],[-2.1511,-0.949,13.554,17.0928,-1.5525,-1.6611,-0.042,-1.0965,0.1243,-1.4016,0.1074],[-2.0319,-1.6392,11.2103,17.8698,-1.7635,-1.701,-0.3343,-0.5182,-0.4454,-1.299,0.1545],[-4.6188,-1.9095,12.3769,23.1121,-2.0117,-2.0874,-0.1383,-0.6719,-0.0499,-1.766,0.1561],[-3.9659,-1.0441,13.7727,21.1282,-3.0939,-1.529,1.5564,-0.2935,0.2454,-1.2446,-0.128],[-2.7026,-0.9726,17.6463,18.233,-2.0596,-1.444,-1.4379,-0.3051,0.0843,-1.2636,-0.196],[-4.2229,-1.95,14.5167,21.645,-0.6452,-2.3894,-0.4584,-0.7854,0.1564,-1.481,-0.3708],[-3.5215,-1.6414,13.831,21.837,-0.9483,-2.227,-0.165,-0.9793,0.1888,-1.3605,-0.1919],[-4.4807,-1.2643,12.0761,21.1847,-0.6982,-2.4413,0.7775,-0.5256,0.1551,-1.3775,0.0667],[-4.3024,-1.0068,12.9568,19.8684,-1.3151,-1.0708,0.6369,-0.4348,0.2253,-1.3955,-0.4812],[-3.073,0.2399,11.9431,17.7819,-1.6323,-1.1321,1.1808,-0.2444,0.0101,-0.7221,-0.4583],[-3.5409,0.5457,9.4133,21.0153,-0.8745,-2.8389,0.9978,-0.7388,0.3296,-1.0059,-0.0253],[-3.4268,-1.1224,11.445,21.2111,-0.3931,-1.0814,1.6677,-0.2804,0.1464,-1.3145,-0.0843],[-3.4618,0.981,10.9204,17.0792,-0.9986,-1.1667,0.2801,-0.5638,0.0117,-1.2591,-0.2853],[-4.0476,0.0039,10.7192,17.3273,-1.4258,-0.8307,-0.9199,-0.9505,0.0467,-1.3235,-0.3789],[-4.3593,-0.1067,7.2082,14.6061,-0.6666,-1.984,1.782,-1.2275,0.2481,-0.7782,-0.2856],[-4.3014,-1.8689,11.1481,17.6839,-1.0094,-1.2196,2.2744,-0.1064,0.4127,-1.028,-0.0662],[-4.1833,-0.3398,8.3922,12.7124,-1.179,-0.8842,-0.3943,-0.6396,-0.0193,-1.2961,0.128],[-3.2442,-0.4756,9.431,13.1928,-1.5084,-0.6043,-1.4814,-1.0486,-0.0925,-1.5917,-0.0561]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=plum>\n036\n</parameter>\n</function>\n</tool_call>","n_tokens":29,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=plum>\n036\n</parameter>\n</function>\n</tool_call>","n_tokens":29,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=plum>\n036\n</parameter>\n</function>\n</tool_call>","n_tokens":29,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=zinc>\n<parameter=plum>\n036\n</parameter>\n</function>\n</tool_call>","n_tokens":29,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0230-renamed-611403","set":"renamed_B","cohort":"no_tool","family":"sort_direction","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_320, reference 048. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to sort a stored sequence from smallest to largest. Do not access or change stored data.\nStored sequence identifier: \"cedar_610\".","tools":[{"function":{"description":"Sort a stored sequence from smallest to largest. Inert synthetic operation.","name":"sable","parameters":{"additionalProperties":false,"properties":{"lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"marble":{"description":"Stored sequence identifier","type":"string"}},"required":["marble"],"type":"object"}},"type":"function"},{"function":{"description":"Sort a stored sequence from largest to smallest. Inert synthetic operation.","name":"orbit","parameters":{"additionalProperties":false,"properties":{"lattice":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"marble":{"description":"Stored sequence identifier","type":"string"}},"required":["marble"],"type":"object"}},"type":"function"}],"prompt_tokens":573,"decision":{"rms":0.36689661679855046,"sumsq":137.8428184762597,"hb":[-0.05076,-0.07811,-1.40085,0.05439,-0.95636,0.23814,-0.47842],"lse":21.502287916294698,"logits":[15.219,14.305,13.153,12.872,12.355,12.404,8.769,9.861,10.011,10.114,9.635,15.735,14.866,10.292,16.036,11.281,9.346,10.049,9.774,11.164,19.704,10.923,10.021,13.545,10.622,10.843,11.182,13.365,12.433,9.351,8.385,12.675,15.844,10.846,13.879,9.428,9.768,12.82,8.859,8.238,12.001,8.879,8.759,10.507,8.512,8.062,4.469,10.965,7.708,15.535,3.891,7.425,8.023,7.838,7.227,6.647,9.977,11.281,11.483,5.974,7.113,15.521,1.909,6.206,7.216,11.019,5.146,11.46,0.843,18.012,9.697,8.556,9.034,-0.743,15.299,3.692,11.557,7.786,9.867,12.959,9.544,8.784,10.39,10.821,11.314,7.214,7.133,3.642,11.895,11.267,-1.479,4.938,19.943,9.773,6.569,6.327,13.643,-1.277,0.758,3.287,8.401,9.87,1.737,11.092,1.957,14.74,12.034,2.629,6.882,11.153,7.33,10.224,6.801,6.019,8.835,12.724,17.255,8.057,10.618,9.445,14.905,13.104,14.824,15.424,17.264,12.471,3.635,10.694,8.167,8.347,4.03,9.827,6.699,8.644,9.156,8.444,6.375,15.186,4.494,11.379,7.32,16.301,14.67,6.176,1.456,8.214,14.325,-1.149,17.62,2.314,-2.677,10.262,4.874,7.691,5.53,11.282,8.606,6.755,8.832,10.994,9.4,5.332,11.432,-3.304,8.363,5.477,10.028,5.3,-5.234,9.323,13.745,13.692,15.599,8.927,6.744,5.875,9.626,6.512,13.07,6.517,7.819,6.26,4.977,3.693,8.418,15.986,6.323,11.038,-0.358,11.609,11.39,4.428,15.357,10.74,4.904,6.745,9.661,15.889,8.323,3.45,8.54,11.13,7.06,-1.096,12.08,10.647,12.415,8.618,3.175,12.864,4.233,13.871,14.736,2.263,7.919,3.82,-2.575,2.914,2.949,2.472,9.565,9.934,11.361,1.641,0.212,5.601,7.304,4.112,3.263,6.1,10.799,-2.463,3.611,8.546,10.383,9.641,4.548,12.053,5.992,11.539,5.964,3.391,5.479,2.678,5.214,10.289,-0.517,-1.577,9.546,9.064,1.554,9.61,10.618,11.179,6.865,-2.002,10.67,10.886,8.822,13.429,10.371,11.116,4.7,2.35,2.325,9.531,3.946,9.671,6.23,14.751,-0.546,1.132,1.344,3.281,0.615,10.218,9.499,7.643,9.537,1.762,12.68,12.445,-0.132,8.438,9.031,9.412,-0.594,11.287,11.934,12.966,8.783,6.354,13.328,8.33,8.83,8.096,9.013,13.094,14.039,9.228,13.349,17.602,5.655,11.23,7.598,4.411,6.089,12.224,0.511,10.963,9.788,5.272,15.333,4.808,-1.828,-2.56,10.544,7.378,-4.351,1.219,2.473,9.913,8.987,7.205,6.78,12.305,-3.5,-2.226,11.973,9.299,16.848,9.541,3.285,13.794,12.758,4.331,11.983,2.24,3.895,7.553,0.421,9.604,13.464,10.707,7.248,7.907,9.346,5.236,6.085,3.268,12.371,5.594,-1.767,1.68,7.081,13.048,8.931,12.649,10.19,8.094,3.229,8.129,-0.08,-0.069,13.344,9.499,11.318,4.874,2.186,4.722,10.873,8.769,-0.748,8.214,11.663,4.252,7.405,12.541,10.326,16.375,3.358,-1.421,13.731,2.828,9.74,4.342,2.822,2.365,8.92,12.537,5.796,13.055,6.33,13.896,1.089,12.784,9.135,5.437,2.173,3.358,3.444,-1.171,7.008,4.208,11.979,1.746,9.316,13.033,-1.511,1.078,9.839,7.861,2.773,6.684,11.433,9.955,-2.6,9.092,10.663,10.148,7.497,10.006,2.393,7.763,5.323,11.264,3.105,1.42,14.111,-2.521,12.577,11.723,3.089,5.81,0.812,5.917,6.046,8.319,12.087,15.106,9.153,11.291,8.141,5.093,1.652,7.013,13.17,3.099,13.329,1.292,8.66,0.211,11.77,-0.474,1.769,3.132,10.893,7.544,5.776,1.864,1.702,13.29,9.406,5.243,9.339,1.804,-0.397,2.752,8.806,8.414,9.348,13.792,8.921,-1.88,1.723,2.309,0.792,8.166,8.058,1.476,10.436,7.99,11.797,0.955,7.839,11.829,0.02,9.445,15.252,11.981,6.907,8.523,8.825,8.236,8.165,7.433,13.029,0.099,8.591,1.437,8.006,3.763,4.21,8.638,0.87,7.772,2.244,8.896,10.857,13.63,6.2,10.744,0.892,4.983,12.15,2.46,7.51,14.854,7.948,6.442,10.833,0.048,1.517,-0.246,7.444,7.923,2.55,-3.067,3.857,7.44,5.9,8.319,3.897,4.281,5.451,7.404,8.133,4.425,8.089,6.739,8.245,3.01,-0.366,10.298,0.449,6.612,13.023,11.303,5.744,3.465,2.446,7.272,-0.948,0.517,9.383,11.398,5.825,13.654,1.903,8.191,9.415,3.952,-1.863,3.966,10.051,12.577,8.091,5.538,11.417,3.785,1.287,4.755,7.29,11.801,3.494,7.85,-3.112,8.297,7.679,0.57,3.538,8.056,11.79,0.933,5.892,0.618,7.646,2.152,9.194,1.246,14.119,8.193,-4.608,6.689,7.71,1.938,3.234,0.796,5.725,11.856,3.334,8.435,8.916,4.743,11.648,12.008,2.966,-2.403,-2.723,1.619,11.597,12.867,17.3,9.617,-0.644,5.076,3.346,7.38,7.278,8.881,10.998,6.271,6.419,3.462,4.583,13.001,6.344,10.213,-1.257,3.644,5.374,1.753,3.678,5.014,9.007,12.998,6.484,-0.337,1.674,7.112,10.953,-0.433,7.482,7.916,4.758,9.003,8.183,-4.855,7.532,4.299,1.816,5.634,10.589,12.512,0.334,0.337,2.946,12.706,-0.951,6.893,9.61,10.713,8.459,11.563,1.721,3.827,8.538,0.555,6.059,14.795,-5.379,-0.826,4.767,7.081,1.338,9.621,8.963,5.13,1.332,2.013,3.696,3.124,7.382,12.749,1.695,-0.827,1.708,8.874,7.091,10.045,5.802,15.289,15.622,10.563,4.177,8.494,1.957,4.161,10.465,-0.406,17.53,2.995,3.021,-2.18,11.577,-0.774,7.677,4.573,1.813,5.165,10.396,1.619,10.738,12.356,2.511,2.933,7.012,6.46,3.306,4.425,6.248,3.137,6.88,1.999,2.276,9.69,-1.173,8.687,7.76,4.301,7.486,0.174,1.939,7.592,1.191,8.397,10.514,1.659,11.653,2.033,4.82,6.332,7.711,0.378,9.257,1.705,2.67,3.353,9.637,0.292,2.554,12.847,0.817,1.679,9.715,2.02,-4.738,0.986,9.074,2.219,2.907,-0.101,1.804,11.425,7.42,1.97,-0.873,1.669,-1.128,2.197,1.294,-2.174,12.234,11.587,2.027,0.089,7.061,8.336,0.76,8.126,13.653,-1.916,7.156,7.395,5.361,5.95,10.315,-2.099,3.562,1.07,10.74,0.455,-1.983,3.992,1.506,-0.153,-3.381,1.057,2.176,0.722,3.793,4.965,0.092,6.52,3.545,2.676,-2.291,-3.538,0.426,0.634,3.174,-0.105,3.119,1.722,3.243,2.201,6.68,3.968,1.954,1.838,1.729,3.312,1.229,4.597,3.851,4.391,-3.384,1.864,2.973,5.075,0.829,-2.567,3.129,5.124,1.464,0.552,1.687,0.132,0.652,9.235,9.06,1.587,2.343,4.027,4.741,4.702,-0.007,0.022,2.093,3.704,0.158,1.396,2.73,-3.929,1.744,-2.823,3.259,2.11,2.799,-0.139,-1.166,2.831,1.005,-1.453,-0.232,2.123,0.578,-2.338,-0.56,-3.346,0.063,1.648,0.61,1.421,1.618,1.006,-0.103,4.126,3.132,-2.765,1.152,-1.131,1.835,-0.837,1.783,0.542,2.827,2.807,-1.509,-2.303,4.509,3.168,3.141,0.316,2.343,2.27,-1.491,-0.329,-1.168,0.253,-2.36,4.442,-2.586,2.506,0.695,6.803,1.549,2.453,3.574,4.921,0.994,4.751,-2.681,2.878,-0.118,-0.063,1.431,1.367,1.006,1.343,-1.701,-3.236,4.74,1.592,0.39,3.107,0.797,2.796,-1.382,5.784,-0.73,3.701,0.381,2.327,0.881,-1.39,5.955,0.514,0.365,4.642,-0.428,-0.455,2.581,4.411,2.154,1.911,1.77,1.158,0.385,0.857,3.309,0.755,1.613,1.309,1.597,1.557,-1.658,-0.389,-2.175,-2.051,4.667,-0.585,0.37,2.202,3.256,-0.799,2.983,2.656,3.058,-0.99,0.999,3.098,-0.755,-0.144,-0.258,4.351,0.47,0.327,5.808,-0.014,3.397,2.81,6.053,0.397,2.557,-1.276,2.571,0.275,0.229,-0.929,-2.909,-2.31,4.803,1.351,0.026,2.989,3.031,5.799,1.062,2.609,1.336,0.788,6.054,0.092,4.134,3.064,0.132,1.537,-1.264,-0.848,-1.162,-1.458,0.873,-0.992,4.037,-2.592,1.701,1.817,-1.299,-0.491,4.028,3.628,3.298,1.805,5.01,2.028,-2.604,8.512,20.428,7.104,8.023,9.2,16.416,12.301],"base_top":[[248058,20.428],[1206,19.943],[40,19.704],[760,18.012],[2665,17.62],[9927,17.602],[69246,17.53],[49332,17.3],[2064,17.264],[1919,17.255]]},"positions":{"tokens":[248058,198,27,1628,13744,470,29,198,27,15704,28,5437,863,29,198,1931,277,62,21,16,15,198,510,15704,29,198,27,15704,39287,30748,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=s","able",">","\n","<","parameter","=","mar","ble",">","\n","ced","ar","_","6","1","0","\n","</","parameter",">","\n","<","parameter","=l","attice",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.8792,-1.3482,1.6985,1.2931,-2.2796,1.0525,1.2552,-0.2445,0.0535,-0.935,-0.0571],[-4.2854,0.462,7.43,14.4456,-1.085,-1.5214,1.2622,-0.6744,0.0986,-0.6078,-0.3169],[-4.6674,-1.5194,11.0618,18.155,-2.0355,-0.4475,-0.5042,-0.2584,0.1549,-0.8058,-0.2535],[-2.594,-1.1171,10.3441,17.7584,-2.2556,0.2675,0.7947,-0.8357,0.1083,-0.6141,-0.018],[-2.4408,-1.6997,11.2957,18.0243,-2.4819,-0.1895,-2.1204,-0.7328,0.2137,-1.075,0.3677],[-2.6409,-0.7888,11.5095,15.8045,-0.2204,-2.393,-0.9694,-0.99,0.1106,-0.5874,0.0595],[-4.4293,-2.4958,10.3935,20.7175,-1.0426,-1.2069,0.4403,-1.1124,0.0836,-1.2471,0.1166],[-4.8228,-0.6147,11.146,20.8091,-2.3444,-1.8278,0.6826,-0.4301,0.1092,-1.3078,-0.1936],[-5.0348,-0.5399,12.1799,16.3961,-1.7411,-0.8684,-0.5006,-0.4532,-0.0651,-1.2986,-0.3148],[-1.2808,-0.965,11.33,15.8374,-2.7641,-1.0523,2.8559,-0.6512,0.041,-0.9925,-0.4015],[-2.1584,-1.44,13.2526,19.1068,-3.6089,-0.8722,-1.671,-0.787,0.1474,-1.4947,0.2416],[-1.3946,-1.0122,14.4565,15.5496,-2.3286,-0.889,-1.1488,-1.2756,0.3916,-1.6019,-0.3378],[-0.969,-1.5203,9.6702,15.2467,0.2526,-0.852,-1.5399,-0.5324,0.1244,-1.6563,-0.3088],[-3.945,-1.9822,12.1761,21.3966,-2.7594,-1.9038,1.0781,-0.5889,-0.0333,-1.3537,0.0444],[-3.3424,-1.452,16.8183,19.718,-3.899,-1.0851,1.3331,-0.3075,0.3782,-1.1484,-0.1876],[-1.1465,-1.1954,20.9524,15.6834,-2.0111,-1.245,-1.4778,-0.5439,0.2995,-1.2472,-0.2083],[-2.7316,-2.8624,14.0623,21.1607,-1.3021,-0.531,0.3993,-1.2827,0.0634,-1.158,0.0447],[-4.1883,-1.1739,13.3947,23.308,-2.3385,-0.4975,1.2702,-1.5401,0.213,-1.5815,0.0466],[-3.2373,-2.0339,16.6908,22.2411,-2.0866,-1.6567,-0.4463,-0.4098,0.0116,-1.423,-0.5424],[-3.3132,-2.4369,13.9117,21.4298,-1.1207,-0.8935,-0.5696,-1.0831,0.1465,-1.7737,-0.5196],[-3.0747,-1.3004,13.5145,23.0152,-1.1202,-1.2603,-0.4133,-1.4506,0.2015,-1.7349,-0.36],[-3.6448,-2.1826,12.3432,22.5853,-1.3247,-1.282,0.5861,-0.6984,0.3138,-1.6346,-0.0919],[-4.296,-1.8396,12.6433,19.7877,-1.7531,-0.7253,0.6347,-0.4056,0.1728,-1.4381,-0.5339],[-2.6894,0.0344,11.5017,17.4803,-1.8208,-0.8401,1.1309,-0.3522,-0.0171,-0.7427,-0.5345],[-3.5632,-0.3577,8.8073,20.7099,-1.902,-1.7782,0.4557,-0.7776,0.3022,-1.2661,-0.0889],[-3.2978,-2.3899,10.8405,21.1154,-1.8535,-0.002,1.2572,-0.2696,0.0691,-1.2588,-0.1968],[-3.5239,-0.4058,10.1125,16.7909,-1.9923,-0.2556,-0.129,-0.6638,-0.0838,-1.2559,-0.2739],[-1.1237,-0.6407,10.4708,18.0944,-3.0433,-0.7908,2.4664,-0.6983,-0.0855,-0.9756,-0.4266],[-2.4083,-1.1238,11.2192,19.9542,-3.795,-0.8895,-2.6327,-0.7998,0.0451,-1.2469,0.2205],[-2.4842,-1.9481,11.0962,18.83,-2.0795,-1.4602,-1.2209,-0.9225,-0.1094,-1.0305,0.007],[-3.3369,-2.1548,11.0689,21.9349,-1.2488,-2.1926,-0.1188,-0.6624,-0.052,-1.7164,-0.143],[-3.4109,-1.1673,13.0836,20.1134,-2.5731,-1.6891,1.2568,-0.2762,-0.178,-1.3586,-0.1189],[-1.8247,-1.5941,16.6115,17.2931,-1.3072,-1.6828,-0.6579,-0.5835,-0.1266,-1.481,-0.1957],[-3.8375,-1.2775,10.4968,22.7165,-1.9971,-1.5098,1.4298,-0.4601,0.1499,-1.4342,-0.2667],[-4.4668,-1.5687,12.1953,19.353,-2.4695,-0.392,0.457,-0.5074,0.2943,-1.2974,-0.6597],[-2.8827,-0.3461,11.1856,16.6706,-2.2706,-0.3715,1.2798,-0.5027,0.2309,-0.6535,-0.7375],[-3.5625,-0.3349,7.769,19.119,-0.6398,-2.0496,0.4787,-0.6424,0.42,-1.0447,-0.1513],[-4.2679,-2.0443,10.1614,20.5923,-1.6344,-0.739,1.9348,-0.1144,0.1596,-1.2462,-0.1147],[-4.3564,-0.3819,11.1177,17.5563,-1.3572,-0.2795,-0.5722,-0.3916,0.0314,-1.0042,-0.2444],[-3.5522,-0.7933,10.0003,16.1212,-2.4407,-0.5564,-0.4493,-0.6225,0.0177,-0.8996,-0.3442],[-4.5816,-0.4507,6.5086,13.8634,-0.9566,-1.4857,1.897,-1.3522,0.2604,-0.9609,-0.2045],[-4.734,-3.3893,10.9856,17.9604,-1.3122,-0.917,2.4531,0.0229,0.2728,-1.0825,-0.0617],[-3.9461,0.22,8.7972,12.5158,-1.9736,-0.7769,-0.5812,-0.7719,-0.0102,-1.2513,0.0836],[-3.0094,-0.5738,9.7834,13.5973,-1.9007,-0.5481,-1.5828,-1.0262,-0.1141,-1.4527,0.1219]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=sable>\n<parameter=marble>\ncedar_610\n</parameter>\n<parameter=lattice>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":44,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0082-renamed-611403","set":"renamed_B","cohort":"no_tool","family":"transfer_direction","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to move an item from a source container into a destination container. Do not access or change stored data.\nContainer the item goes to: \"014\". Item identifier: \"birch_932\". Container the item comes from: \"cedar_124\".\nUnrelated archived note: maple_262, reference 092. These are not inputs to this request.","tools":[{"function":{"description":"Move an item from a source container into a destination container. Inert synthetic operation.","name":"plum","parameters":{"additionalProperties":false,"properties":{"lattice":{"description":"Container the item comes from","type":"string"},"meadow_mosaic":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"mosaic":{"description":"Item identifier","type":"string"},"velvet":{"description":"Container the item goes to","type":"string"}},"required":["mosaic","lattice","velvet"],"type":"object"}},"type":"function"},{"function":{"description":"Copy an item into a destination while retaining it at the source. Inert synthetic operation.","name":"marble","parameters":{"additionalProperties":false,"properties":{"lattice":{"description":"Container the item comes from","type":"string"},"meadow_mosaic":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"mosaic":{"description":"Item identifier","type":"string"},"velvet":{"description":"Container the item goes to","type":"string"}},"required":["mosaic","lattice","velvet"],"type":"object"}},"type":"function"}],"prompt_tokens":705,"decision":{"rms":0.36543280287147045,"sumsq":136.74509661644697,"hb":[-0.05372,-0.07015,-1.22291,-0.17841,-0.7859,0.2955,-0.33636],"lse":21.382912573365612,"logits":[13.54,14.5,14.522,12.847,12.22,11.872,8.689,10.223,10.11,11.942,9.291,14.713,12.588,10.341,13.775,11.092,8.436,8.945,8.922,10.447,19.457,9.034,12.635,15.114,12.47,12.551,10.889,9.203,12.207,9.535,8.169,13.625,14.398,8.798,11.568,9.498,9.164,11.645,8.051,10.26,13.146,8.87,7.466,12.254,5.412,7.093,4.471,11.991,5.817,14.765,3.772,7.59,8.323,8.323,8.03,5.695,11.987,12.531,11.663,6.062,7.892,14.83,2.292,5.967,6.342,10.543,6.008,10.063,1.274,17.183,9.805,8.665,9.103,0.709,11.846,3.365,9.261,5.088,10.734,12.274,8.311,9.079,9.293,8.976,10.707,8.318,8.366,4.742,10.808,11.079,-0.849,5.289,18.46,7.803,8.424,6.214,12.85,-4.305,1.146,3.142,7.126,8.521,0.789,10.026,2.695,14.106,11.699,3.356,6.888,10.714,5.459,9.855,6.644,5.928,8.228,11.615,17.588,7.448,7.833,13.407,13.238,13.831,14.41,14.87,15.613,12.927,4.051,9.258,7.359,6.769,2.625,9.325,3.532,8.235,7.905,8.75,5.658,14.224,4.661,7.81,7.397,15.429,14.467,5.552,1.679,8.556,13.211,-2.622,17.227,1.133,-3.068,9.993,8.198,8.195,5.472,10.729,7.909,7.111,9.14,8.632,9.507,4.218,10.118,-1.242,8.259,5.02,9.975,8.074,-5.648,11.356,14.001,13.151,13.878,6.845,8.954,7.594,9.952,6.544,12.135,7.37,7.969,5.862,6.064,3.972,8.166,16.096,7.306,11.265,0.395,11.022,10.415,4.164,13.83,11.008,8.338,6.902,8.451,14.773,9.211,2.815,8.459,12.218,6.145,0.907,11.677,9.84,13.325,9.241,4.072,10.874,2.562,14.302,15.864,2.368,8.32,7.218,-3.324,5.616,3.526,2.103,12.386,6.388,8.768,4.152,-1.112,6.018,8.63,3.884,0.394,2.976,10.791,-0.13,2.53,6.881,9.025,9.684,6.359,11.75,7.638,11.041,7.356,3.307,3.814,4.75,6.264,11.126,-1.149,-0.363,11.0,9.87,1.236,10.065,9.465,10.916,5.273,-0.046,11.398,12.064,7.655,12.715,10.706,11.568,4.824,0.394,4.469,10.156,2.623,10.315,5.68,15.073,0.571,4.559,0.381,2.649,2.364,10.066,9.059,5.59,8.567,1.831,15.14,8.39,0.346,7.776,6.51,8.348,-2.636,10.746,11.523,12.76,9.29,4.862,13.409,9.346,15.146,8.778,10.38,11.132,12.776,8.336,12.039,7.446,4.203,9.531,7.711,6.177,11.677,11.237,0.12,9.63,8.005,8.414,15.113,4.511,2.855,3.26,8.693,6.992,-1.734,0.311,4.138,8.872,8.107,8.992,8.721,12.885,-2.087,-2.766,8.217,10.317,16.722,7.827,4.212,11.849,13.643,4.621,10.032,1.933,3.797,6.254,0.179,9.522,12.432,11.539,8.425,6.314,7.465,6.092,8.172,4.506,12.773,3.394,-0.419,3.954,7.572,12.287,5.982,12.14,7.538,8.294,0.238,4.691,0.344,0.533,12.939,12.615,8.762,5.519,3.425,3.715,8.755,10.586,0.613,5.467,10.839,3.41,5.137,11.43,8.974,15.842,3.783,-1.087,12.762,2.933,6.162,3.306,0.3,3.523,9.403,12.354,3.221,12.666,5.562,12.969,-0.63,11.336,9.745,4.989,2.401,4.276,6.368,-2.743,4.529,2.667,9.792,1.993,10.747,12.132,-2.269,2.844,9.123,8.553,3.92,4.046,9.507,9.451,-0.338,7.833,6.115,10.705,7.349,9.448,1.747,8.959,5.763,8.561,3.266,1.226,13.314,-0.858,13.139,7.365,4.072,7.443,1.339,5.684,7.055,8.461,11.966,14.299,9.6,8.396,5.803,6.574,1.413,8.34,10.033,1.547,11.282,1.931,7.384,2.792,10.389,-0.503,4.407,2.004,10.048,5.283,7.299,0.247,1.031,12.377,10.316,7.633,9.897,2.64,-0.176,2.194,7.642,8.777,8.668,13.797,7.447,-1.642,3.672,0.132,2.26,7.525,7.858,1.935,10.817,4.823,9.627,-0.642,8.479,10.59,0.149,9.05,17.593,10.842,4.902,13.751,5.783,10.416,6.786,7.275,12.338,-0.557,7.755,1.738,7.209,3.765,5.664,8.549,1.235,4.607,-1.056,4.637,9.074,13.052,3.47,9.901,1.127,4.278,10.5,1.945,9.375,14.693,8.11,5.163,8.688,1.493,0.967,-1.93,6.579,7.453,3.022,-1.278,1.374,6.846,6.715,6.048,4.352,4.181,5.622,4.85,8.615,2.446,5.677,8.572,6.577,4.275,-0.532,11.911,-0.117,5.73,12.826,9.406,3.6,5.067,1.493,5.6,-1.157,-0.411,8.485,15.531,4.624,11.271,4.055,7.343,8.373,3.976,-2.048,3.481,8.642,11.788,7.872,4.613,10.255,3.174,0.276,3.011,8.99,9.929,0.758,5.661,0.343,6.992,8.29,3.009,1.83,5.556,12.105,-0.093,3.734,2.049,6.215,-0.394,8.7,0.041,10.841,10.816,-2.039,4.418,10.39,-0.817,4.102,2.57,8.64,12.268,3.678,8.147,6.49,4.743,12.333,10.299,1.844,-3.616,-2.704,-2.145,7.883,12.079,8.022,8.87,-1.894,5.371,3.486,8.454,6.701,8.231,9.757,7.549,5.594,2.764,5.177,11.561,6.159,10.144,-1.917,3.208,4.754,1.875,2.801,2.817,9.188,12.497,7.989,0.25,-0.121,8.477,7.338,-0.167,5.302,10.08,5.157,8.588,6.82,-3.362,7.341,3.258,-1.138,4.803,10.114,9.695,2.094,0.662,-0.155,12.394,-1.065,4.861,8.752,5.829,7.21,10.028,0.991,6.012,7.315,1.597,4.397,12.955,-2.379,-0.102,3.57,5.88,0.69,6.199,8.212,3.243,0.108,3.512,4.18,2.095,6.796,8.795,1.818,1.837,0.103,9.339,5.866,7.207,4.178,11.943,13.34,8.682,3.664,4.71,-0.697,3.077,7.132,1.473,7.326,3.385,2.119,-1.006,13.388,-1.192,6.585,4.349,1.446,4.605,8.592,-1.254,9.024,10.548,1.979,0.929,8.191,6.148,2.824,4.834,3.492,1.485,5.552,2.29,3.44,6.864,-0.644,7.79,8.128,4.231,5.708,1.54,3.035,6.181,0.661,7.564,10.439,1.794,11.023,4.308,3.999,8.023,5.436,3.529,7.652,0.936,3.058,2.714,7.243,1.014,-1.33,12.097,3.113,0.849,5.768,-0.461,-4.25,2.259,9.505,1.983,3.852,-1.574,2.491,10.293,5.899,2.465,-0.303,2.097,-1.38,2.416,-0.787,-3.609,5.243,10.005,1.982,-0.811,3.543,4.887,0.512,6.434,12.756,-2.181,7.143,5.531,3.151,7.166,8.467,-2.692,3.883,0.436,10.613,2.224,0.069,4.063,1.914,-0.14,-3.013,-2.147,1.032,3.215,3.7,5.813,-1.431,6.528,3.007,1.38,-1.278,-3.258,-0.112,0.817,3.401,0.657,3.984,1.275,4.159,0.846,5.693,2.255,-0.461,-2.191,-0.326,1.595,2.178,4.741,1.71,3.78,-1.948,2.779,2.152,2.033,0.586,-3.85,2.23,3.609,-0.732,0.095,0.972,-1.878,1.639,10.121,8.67,1.504,2.215,3.341,5.004,3.993,0.301,-2.546,3.401,2.326,-0.438,0.481,2.474,-4.887,2.234,0.292,2.725,-0.12,0.794,-1.885,-2.176,2.163,-0.677,-2.119,0.95,1.951,1.493,-1.348,-1.141,-3.04,1.851,0.828,-0.398,2.536,2.685,1.335,3.793,4.226,2.466,-1.061,-0.202,-1.166,3.044,-0.583,2.51,2.28,3.291,2.762,-1.156,-3.22,5.13,4.324,2.784,1.463,4.04,4.438,0.459,-0.552,-0.325,-2.187,-2.351,3.814,-1.54,2.991,1.015,4.914,1.445,1.641,4.145,3.667,0.365,4.13,-2.574,0.596,0.673,-0.375,0.327,-0.105,0.04,1.941,-2.802,-3.882,3.206,0.265,-0.066,0.718,1.205,3.814,0.19,4.81,-0.016,2.864,-0.294,1.97,1.706,-2.015,5.599,0.349,2.535,4.415,-1.159,-0.001,1.79,5.425,1.775,0.184,0.468,2.305,-1.106,0.771,2.5,0.224,6.229,-0.119,1.385,1.875,-1.38,-1.959,-0.218,-2.218,4.901,-2.111,1.514,1.695,0.527,0.687,2.63,2.8,3.769,-3.469,1.15,2.745,-1.446,0.158,-0.625,3.683,0.101,0.628,6.738,0.1,2.364,3.01,5.429,0.666,4.625,-1.295,2.64,0.427,-0.562,0.036,-0.691,-1.032,2.167,4.728,-0.442,2.945,1.82,3.62,1.13,2.768,3.645,0.263,4.905,-0.269,2.79,4.395,-0.816,-0.971,-1.248,1.258,-1.74,-1.261,-0.041,-0.422,3.812,-2.848,2.367,2.813,-1.201,1.173,4.434,2.773,1.987,2.26,4.53,1.447,-3.764,9.161,20.91,8.938,10.505,9.573,15.211,11.427],"base_top":[[248058,20.91],[40,19.457],[1206,18.46],[27775,17.593],[1919,17.588],[2665,17.227],[760,17.183],[12189,16.722],[3928,16.096],[5328,15.864]]},"positions":{"tokens":[248058,198,27,1628,28,490,367,29,198,27,15704,39287,30748,29,198,1931,277,62,16,17,19,198,510,15704,29,198,27,15704,28,8367,59315,29,198,42404,329,62,24,18,17,198,510,15704,29,198,27,15704,28,861,16612,29,198,15,16,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","pl","um",">","\n","<","parameter","=l","attice",">","\n","ced","ar","_","1","2","4","\n","</","parameter",">","\n","<","parameter","=","mos","aic",">","\n","bir","ch","_","9","3","2","\n","</","parameter",">","\n","<","parameter","=","vel","vet",">","\n","0","1","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.2342,-1.4222,0.0568,0.477,-2.5993,1.4519,0.1866,-0.0894,0.2215,-0.8742,-0.0693],[-4.0063,0.0482,7.3671,14.8303,-1.5266,-1.4738,1.2513,-0.8181,0.0771,-0.6654,-0.267],[-3.6059,-1.3034,10.6637,16.5186,-1.6694,0.0483,-0.9594,-0.191,0.0827,-0.9283,-0.1005],[-2.3873,-1.2239,10.8825,17.2571,-2.601,-0.4236,1.2722,-0.8963,0.0186,-0.6191,0.1702],[-1.8318,-1.4278,10.1227,16.28,-2.5236,-0.5954,-1.0224,-0.4891,0.1485,-0.9392,0.4487],[-0.9838,-1.5468,13.5572,14.297,-1.3789,-0.9346,-0.3332,-0.8156,0.3237,-1.1803,-0.0342],[-2.922,-2.4912,11.134,19.2536,-1.267,-1.126,0.4791,-0.5224,-0.058,-0.9374,0.1725],[-3.96,-2.1102,10.2803,21.227,-1.4387,-1.3903,0.2281,-0.9775,0.096,-1.1023,0.0785],[-4.3363,-1.1802,10.2882,20.0522,-2.6722,-1.3563,-1.0732,-0.5973,0.1007,-0.9904,-0.3294],[-4.2458,-1.1332,12.0426,17.2945,-2.5917,-1.2901,-2.0299,-0.4092,-0.2038,-0.9541,-0.2042],[-0.5981,-1.7066,10.3613,16.3176,-3.3262,-1.0714,1.6402,-0.9622,-0.1597,-0.834,-0.3769],[-0.3871,-1.6873,11.1148,18.9181,-4.181,-0.7607,-3.2118,-1.0249,0.0534,-1.2742,0.0319],[-2.2832,-1.7525,10.6546,17.3481,-3.012,-1.6991,-1.1906,-0.6198,-0.1281,-0.7067,-0.0027],[-3.4855,-2.3945,11.3316,22.4368,-2.3382,-2.1165,0.5758,-0.7177,0.1949,-1.5636,-0.1574],[-2.115,-0.9108,15.6023,19.2463,-3.744,-1.3997,1.6513,-0.1935,0.4002,-1.117,-0.2256],[0.6748,-0.6068,19.1837,14.8241,-2.1266,-1.3299,-1.6029,-0.3357,0.4271,-1.0631,-0.2063],[-2.4865,-2.8008,13.8386,21.4615,-1.1571,-0.8618,0.4669,-1.092,0.0677,-0.9987,-0.0681],[-4.1412,-1.6075,13.1936,23.4218,-1.9773,-0.3807,0.6397,-1.5442,0.2411,-1.638,-0.2443],[-3.0151,-2.9448,16.5092,22.1345,-1.7879,-0.8043,-0.5911,-0.5535,0.1592,-1.5499,-0.7951],[-3.073,-2.1535,13.4055,21.4113,-1.7451,-2.3298,-0.6316,-1.2247,0.2348,-1.7993,-0.5818],[-2.6339,-2.3933,12.5808,22.2033,-0.4428,-2.3671,-0.0327,-1.4257,0.3053,-1.7329,-0.2922],[-3.4964,-1.67,11.359,21.6971,-2.354,-1.7626,-0.211,-0.8135,0.3715,-1.4365,-0.2852],[-4.4752,-1.9421,13.3172,20.374,-2.0434,-1.4079,0.1534,-0.7032,0.3753,-1.4173,-0.5773],[-2.6248,0.217,10.5845,15.7468,-1.8689,-1.1623,0.7024,-0.5553,-0.027,-0.6879,-0.5854],[-3.8731,-0.9155,10.913,21.2285,-1.9405,-2.016,0.2956,-1.1195,0.3212,-1.1533,-0.187],[-4.6913,-1.9429,12.9888,21.2252,-1.974,-0.4618,1.1355,-0.1027,0.2639,-0.8997,-0.2506],[-3.5324,-1.0051,11.46,18.537,-2.5684,-0.735,-0.253,-0.5523,0.0248,-0.9943,-0.3705],[-0.4315,-1.37,10.2152,16.2903,-3.2997,-1.0806,1.3772,-1.0313,-0.0851,-0.582,-0.3969],[-0.4034,-1.9127,11.7565,17.9389,-4.0375,-0.7943,-1.7147,-0.9702,0.1698,-1.393,0.1352],[0.2144,-1.9806,13.7329,15.7585,-3.2497,-0.7517,-1.9631,-1.3486,0.3016,-1.2724,-0.5076],[-3.204,-1.489,11.2304,19.3349,-2.4017,0.5991,-0.3413,-1.3562,0.0463,-0.9692,0.2328],[-4.3044,-1.8134,13.3328,20.6202,-2.0474,-1.9284,-0.0012,-0.7013,-0.0205,-1.3742,-0.0189],[-3.3775,-1.5886,16.8085,18.3281,-3.2585,-0.802,-0.175,0.0542,0.189,-0.9867,-0.2696],[-1.2333,-1.3788,20.5554,14.7472,-1.5979,-1.1975,-2.4307,-0.3613,0.227,-1.1735,-0.1189],[-3.7274,-2.0035,13.0018,20.3715,-1.4198,-0.0571,1.853,-0.6414,0.0428,-1.2642,0.2772],[-4.0525,-1.6046,12.6304,22.4805,-2.1955,-0.3612,1.2633,-1.4363,0.1664,-1.6321,-0.0433],[-2.8894,-2.7939,16.1673,21.5839,-2.4622,-1.4784,-0.2443,-0.5151,0.049,-1.5518,-0.6005],[-3.7344,-2.4782,13.5777,21.7787,-0.8486,-2.6742,0.4626,-1.2104,0.1321,-1.4609,-0.4125],[-3.9198,-1.7551,12.6116,21.9545,-1.4779,-0.9638,1.0232,-1.4824,0.4213,-1.5567,-0.3893],[-4.0046,-1.9648,10.9931,21.2766,-2.1151,-1.2482,0.5442,-0.7832,0.3643,-1.3933,-0.1883],[-4.2026,-1.6677,12.6341,19.7441,-2.6684,-1.3242,0.3666,-0.7237,0.3388,-1.321,-0.5731],[-2.9635,-0.1062,11.918,18.6167,-1.9847,-0.9575,0.876,-0.8285,0.03,-0.8962,-0.6448],[-3.7627,-0.2973,9.3954,20.8241,-1.5316,-1.996,0.7474,-1.2704,0.3214,-1.148,-0.4376],[-3.4352,-1.1407,11.2532,19.4306,-2.7774,0.5602,1.4818,-0.4262,0.4021,-1.2359,-0.423],[-3.5662,-0.8809,11.0307,18.0327,-1.9008,-0.5296,-0.0859,-0.8345,-0.0556,-1.2248,-0.478],[-0.6465,-0.9868,10.8062,17.5686,-3.4983,-0.8449,1.7261,-0.9319,-0.1092,-0.8029,-0.3105],[-0.662,-1.6981,11.4115,17.4812,-3.7416,-0.8312,-1.1153,-0.9341,0.2282,-1.2501,0.1591],[0.3133,-1.5277,13.5931,15.0637,-3.366,-0.4919,-0.8898,-1.3395,0.4414,-1.0821,-0.5609],[-3.1252,-1.256,11.6448,17.6094,-0.6764,-0.4027,0.2815,-0.6397,-0.1287,-0.8494,0.1228],[-4.2083,-1.6186,10.8661,21.9824,-1.929,-1.2361,0.3331,-0.8742,-0.0249,-1.4463,-0.0164],[-3.6295,-1.2315,14.2185,20.4842,-3.313,-0.8587,1.2916,-0.4438,0.219,-1.1078,-0.1389],[-2.08,-1.2039,18.5688,18.0805,-2.3937,-1.2217,-1.6613,-0.338,0.1149,-1.1207,-0.2908],[-4.1191,-3.1057,14.5346,21.9732,-1.1728,-1.3979,-0.5858,-0.6755,0.2986,-1.3906,-0.4958],[-3.4704,-3.0285,13.5745,22.0657,-1.0104,-1.568,-0.9613,-1.0701,0.1943,-1.7128,-0.3516],[-4.1717,-2.1836,11.6729,21.9809,-0.8754,-1.7834,0.5332,-0.5401,0.374,-1.4242,-0.1115],[-3.5748,-1.9003,12.7453,19.4856,-1.426,-1.0221,0.8025,-0.7573,0.4547,-1.2885,-0.6115],[-2.6017,0.1116,11.8629,18.993,-2.1083,-0.4975,0.821,-0.6831,0.1335,-0.6743,-0.6994],[-3.4158,-0.2121,10.1511,21.6949,-0.5268,-2.1942,1.0274,-0.7726,0.3544,-1.1096,-0.1422],[-2.7189,-0.7731,10.6654,20.6658,-0.5428,-0.1764,2.1733,-0.5959,0.3242,-1.1423,-0.3135],[-3.2193,0.2629,11.3676,17.8142,-1.1175,-0.2005,0.0978,-0.7132,0.0186,-1.0753,-0.2266],[-4.0239,-0.4374,11.3297,18.1993,-1.8829,-0.5618,-0.4881,-1.0501,0.2931,-1.0863,-0.3893],[-4.2089,-0.2311,5.6276,12.5438,-0.6608,-1.5327,1.7904,-1.2482,0.2875,-0.783,-0.0911],[-4.3118,-2.9587,9.8994,17.5256,-1.1774,-1.2298,3.199,0.1136,0.4464,-0.8371,-0.0393],[-3.7347,0.2234,8.2651,12.4446,-1.7181,-1.2776,-0.3666,-0.9272,-0.0012,-1.3316,0.1551],[-2.8961,0.4314,8.9103,13.1869,-1.7926,-0.6461,-1.7914,-1.0035,-0.0504,-1.3891,0.1062]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=plum>\n<parameter=lattice>\ncedar_124\n</parameter>\n<parameter=mosaic>\nbirch_932\n</parameter>\n<parameter=velvet>\n014\n</parameter>\n</function>\n</tool_call>","n_tokens":65,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"discovery-611401-0016-renamed-611403","set":"renamed_B","cohort":"valid_call","family":"reservation_lifecycle","action":"call","ambiguous":false,"renamed":true,"expected":"<tool_call> quartz {\"fable\": \"birch_649\", \"tango\": 6}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: reserve a resource for a slot.\nResource identifier: \"birch_649\". Slot number: 6.\nUnrelated archived note: cedar_511, reference 057. These are not inputs to this request.","tools":[{"function":{"description":"Cancel the reservation for a resource and slot. Inert synthetic operation.","name":"zinc","parameters":{"additionalProperties":false,"properties":{"fable":{"description":"Resource identifier","type":"string"},"marble":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"tango":{"description":"Slot number","type":"integer"}},"required":["fable","tango"],"type":"object"}},"type":"function"},{"function":{"description":"Reserve a resource for a slot. Inert synthetic operation.","name":"quartz","parameters":{"additionalProperties":false,"properties":{"fable":{"description":"Resource identifier","type":"string"},"marble":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"tango":{"description":"Slot number","type":"integer"}},"required":["fable","tango"],"type":"object"}},"type":"function"}],"prompt_tokens":598,"decision":{"rms":0.39722977217160416,"sumsq":161.57746370509267,"hb":[0.02413,-0.03247,-2.26381,0.32457,-1.73269,0.23304,-0.7052],"lse":24.483480173279904,"logits":[13.525,12.912,9.95,11.522,11.141,10.139,7.521,8.149,10.436,10.677,9.406,16.145,11.268,10.097,13.039,9.65,8.889,9.59,11.552,9.987,20.179,9.189,10.286,11.755,12.362,11.563,11.78,9.263,10.919,9.45,9.543,13.83,14.017,8.344,11.799,9.357,10.074,11.185,8.842,9.561,10.923,9.997,12.009,12.444,4.37,5.662,-0.134,11.988,6.564,13.404,5.26,9.108,8.972,8.029,9.19,5.187,9.978,14.5,10.411,6.637,8.149,13.359,5.316,8.122,9.569,11.716,4.508,9.364,2.204,17.281,8.66,6.516,8.816,-1.06,6.84,3.246,9.425,4.689,8.167,8.523,9.058,10.111,6.726,7.887,10.071,4.827,8.019,4.871,8.082,13.12,1.541,4.35,14.816,12.294,4.147,6.338,11.738,-3.045,4.672,3.811,6.762,8.577,-0.506,6.047,0.495,13.089,9.498,4.204,7.855,11.231,6.375,10.144,4.083,5.914,6.447,10.369,15.581,4.487,7.415,7.264,12.211,10.575,11.881,12.717,12.65,11.052,1.904,10.848,8.271,7.649,0.192,6.76,4.322,6.145,12.878,6.858,3.205,12.02,5.835,9.055,8.809,13.932,11.713,4.669,-0.174,6.941,10.493,0.881,14.65,2.109,-0.096,8.43,6.352,6.761,5.099,8.851,6.22,7.959,8.278,8.992,7.423,4.231,9.316,-1.911,8.244,2.106,8.025,4.734,-5.61,8.632,11.108,10.74,11.799,5.434,8.657,4.751,6.432,6.263,10.524,6.879,6.134,4.456,5.203,5.348,8.206,14.509,4.14,11.677,-2.698,9.746,9.356,3.429,10.468,11.835,4.643,3.654,10.183,10.621,7.625,3.064,6.986,13.336,6.601,5.572,11.898,7.195,8.456,5.996,5.598,10.479,1.736,10.538,14.137,2.877,5.805,5.956,-5.261,-0.177,4.354,4.697,6.712,7.457,7.629,3.691,-0.081,4.768,6.17,6.295,0.832,4.575,9.021,-1.787,3.575,6.206,7.89,10.443,2.865,8.944,6.485,8.661,7.224,5.038,3.517,4.161,4.774,11.473,1.126,-5.364,4.702,9.095,-0.186,11.057,9.081,6.611,3.534,-2.646,11.681,11.077,6.826,10.759,6.465,9.137,5.361,0.997,5.056,4.369,2.201,10.596,5.466,14.319,1.111,3.578,1.551,0.156,2.021,6.59,6.041,5.411,6.919,-0.084,8.516,7.906,-0.129,5.999,4.277,7.717,0.424,6.198,13.049,10.838,6.977,6.565,10.326,5.339,6.616,7.871,6.641,11.145,13.571,9.802,10.044,4.34,6.741,8.187,7.979,3.865,3.584,9.188,3.511,8.638,6.654,4.868,12.183,3.32,-1.792,-3.696,8.125,6.049,-3.895,-1.698,4.437,10.027,7.301,8.397,8.729,9.189,-3.205,-4.04,6.591,8.347,14.008,8.813,2.077,8.312,13.161,8.129,9.061,2.713,2.296,5.216,-2.102,10.421,12.428,12.729,8.975,3.446,8.781,4.221,7.607,1.661,8.71,4.731,-0.97,6.246,9.976,12.275,7.314,11.129,10.106,8.74,0.852,4.514,-0.335,0.685,11.262,9.063,11.831,4.957,4.066,3.509,9.134,10.598,1.664,5.199,9.941,6.75,3.979,9.573,8.84,12.96,5.487,-3.886,13.491,4.013,6.836,5.183,1.759,2.225,7.716,10.069,3.554,9.708,4.005,10.044,0.774,9.249,6.521,2.363,2.729,0.662,3.516,-2.496,4.951,1.758,10.857,0.335,9.257,10.287,-4.233,2.109,9.305,7.622,-0.393,5.413,7.838,8.698,-2.517,11.647,5.586,9.964,8.736,11.007,2.796,7.443,4.085,10.431,4.593,1.794,12.243,-1.241,12.421,8.598,4.15,4.974,2.646,4.749,7.413,5.338,10.307,10.475,8.261,6.591,6.73,4.788,3.002,3.996,8.983,0.348,11.544,0.934,7.068,-1.26,10.8,-3.318,4.682,2.8,8.599,5.792,4.3,0.443,2.392,8.485,7.927,5.514,7.796,2.03,-0.385,3.485,8.572,7.622,5.745,12.169,6.379,-1.14,2.336,2.941,1.204,7.457,5.27,3.135,6.093,5.433,8.433,0.568,7.834,9.28,-0.635,5.804,15.416,8.361,6.215,3.864,6.251,7.227,5.032,4.525,9.893,1.606,6.76,3.423,4.349,1.024,3.354,4.707,0.326,5.064,1.336,5.145,9.916,14.151,2.062,9.229,-0.577,2.647,7.59,4.215,5.203,12.868,2.248,6.425,7.935,1.769,2.196,-1.953,4.52,5.788,0.197,-2.708,1.133,5.882,4.567,4.981,3.963,5.839,4.37,4.227,6.382,3.914,3.794,2.798,4.952,0.008,1.751,10.834,0.308,3.197,9.567,6.82,5.937,6.062,2.927,5.006,-0.667,2.18,7.235,8.826,4.929,11.535,2.529,7.35,7.162,3.782,0.429,2.544,7.218,10.296,6.646,1.324,8.45,2.565,0.167,6.051,3.366,7.72,1.334,4.256,-1.984,5.528,7.019,-0.97,3.066,6.69,7.608,-0.765,4.485,1.514,5.696,2.029,10.707,-1.508,9.991,8.581,-2.593,4.87,8.026,-1.3,2.272,2.867,5.016,12.466,1.836,6.725,7.706,4.371,11.158,10.301,0.495,-0.448,-2.723,0.346,5.876,8.107,6.757,7.098,-1.466,6.944,2.847,6.275,4.908,7.99,8.379,5.036,3.441,2.773,5.348,10.845,3.574,8.415,-2.73,5.43,7.361,1.796,4.878,3.64,7.603,10.777,5.788,0.294,-0.688,3.461,9.217,-0.405,5.104,5.732,6.441,7.959,7.559,-1.909,2.462,2.194,-0.379,1.739,7.771,6.4,-3.944,0.817,-1.023,10.121,-1.121,3.7,7.333,6.823,6.796,8.268,2.592,6.544,7.407,-0.586,6.0,9.962,-4.697,-0.382,0.339,5.445,0.348,6.754,7.301,7.335,0.438,2.006,3.869,1.194,7.375,9.578,2.655,1.98,-0.843,10.339,3.899,7.696,4.841,4.386,10.017,6.302,3.985,6.248,0.709,3.244,5.248,2.521,3.782,2.359,-0.777,-0.015,13.575,-2.324,5.439,2.481,-0.458,4.647,7.005,-2.085,6.959,12.064,1.172,1.07,3.606,4.976,6.967,4.124,3.719,1.725,5.023,2.294,2.19,8.652,-0.528,8.02,7.864,6.312,4.093,-1.055,5.037,4.256,1.554,7.959,8.303,2.653,12.801,0.645,4.013,4.286,5.529,2.696,7.035,3.876,1.092,2.882,5.837,1.678,-1.021,7.948,-1.79,1.086,6.84,3.731,-2.367,2.085,6.555,1.282,3.538,-3.075,3.097,9.096,6.664,3.915,0.835,2.721,-0.609,3.884,0.022,-3.763,5.81,6.931,0.754,-1.56,2.439,5.813,1.055,6.428,12.147,-2.341,4.891,5.341,4.82,4.034,9.592,-1.925,2.512,1.322,8.623,-1.384,-0.257,5.844,1.76,-1.188,-1.309,-0.054,1.575,-0.809,1.631,4.182,0.353,4.722,3.571,2.759,-1.089,-2.918,-2.464,3.243,2.231,2.297,3.135,0.265,5.778,0.768,5.879,1.813,-0.442,2.47,-1.161,2.356,2.781,3.931,3.564,4.542,-0.812,3.771,0.554,2.323,0.801,-3.393,3.618,1.871,1.684,0.163,1.575,-0.729,1.651,12.493,8.906,3.185,3.703,3.246,2.867,3.171,0.272,-0.215,2.518,1.648,-1.34,0.385,-0.798,-4.937,5.23,0.092,2.084,-0.861,3.224,-1.831,0.032,4.38,0.624,-1.468,1.122,1.226,1.283,-0.122,-2.219,-0.693,3.173,1.981,-0.344,1.5,0.813,0.599,0.936,2.316,0.642,-0.59,-2.235,-1.299,-0.584,1.044,2.322,2.803,5.4,3.816,-2.662,-2.324,4.019,3.9,-0.835,1.973,3.293,4.255,1.714,-0.98,1.039,-0.653,0.718,6.221,0.816,2.923,2.693,5.099,2.496,2.802,3.668,3.839,0.672,4.647,-1.668,0.716,1.648,0.814,5.101,1.157,1.416,2.924,-2.958,-1.495,5.414,1.747,0.096,1.816,3.04,2.131,-0.206,3.959,-1.712,3.529,2.387,1.725,0.758,-2.028,4.31,2.212,0.031,2.175,-2.4,0.935,1.426,5.197,-1.019,2.884,0.696,3.488,0.816,-0.221,4.165,6.459,2.228,-0.632,0.123,1.954,-3.214,-1.527,-0.353,-4.013,1.958,-1.608,2.233,-1.791,0.714,0.052,-0.821,5.267,2.34,1.326,2.248,0.782,-1.456,0.344,1.507,3.548,2.083,-0.648,5.513,1.685,1.898,3.265,3.106,0.726,2.059,-2.052,1.752,-0.018,-0.41,-0.306,-3.239,-0.684,1.802,3.195,0.158,3.356,3.323,2.953,0.692,3.616,0.789,1.772,5.009,0.787,3.032,4.055,-1.729,-2.076,-1.63,0.836,-1.128,-1.948,0.561,0.833,1.491,-3.369,1.803,1.425,-0.513,-1.778,2.022,4.339,-0.274,4.467,4.1,1.397,-3.205,10.609,24.467,11.277,13.481,12.453,15.891,14.043],"base_top":[[248058,24.467],[40,20.179],[760,17.281],[27,16.145],[248068,15.891],[1919,15.581],[27775,15.416],[1206,14.816],[2665,14.65],[3928,14.509]]},"positions":{"tokens":[248058,198,27,1628,28,438,20932,29,198,27,15704,17572,470,29,198,42404,329,62,21,19,24,198,510,15704,29,198,27,15704,23251,5005,29,198,21,198,510,15704,29,198,27,15704,28,5437,863,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","qu","artz",">","\n","<","parameter","=f","able",">","\n","bir","ch","_","6","4","9","\n","</","parameter",">","\n","<","parameter","=t","ango",">","\n","6","\n","</","parameter",">","\n","<","parameter","=","mar","ble",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.2852,-0.9152,0.4279,0.1145,-1.5078,0.6088,0.0722,-0.0397,0.1693,-0.678,0.0601],[-4.2493,0.955,7.8632,14.8636,-0.9013,-1.7379,1.5266,-0.7852,0.0302,-0.523,-0.4285],[-4.895,-1.1089,11.4775,18.4467,-1.5965,-0.7538,-0.2185,-0.3576,0.1464,-0.8608,-0.189],[-2.3938,-1.2102,11.4101,18.1162,-2.7066,-0.6089,1.3114,-1.0082,0.1392,-0.7442,-0.0644],[-2.5938,-1.2477,11.9156,17.1323,-3.0874,-0.9137,-2.0797,-0.6859,0.3075,-1.0917,0.2746],[-1.8292,-1.1803,15.8549,15.5257,-1.8734,-1.6908,-1.4108,-1.0341,0.503,-1.3814,-0.2291],[-3.2106,-1.3672,11.3933,18.0187,-1.2178,-0.5371,-0.6266,-1.0953,0.0647,-1.3092,0.1446],[-4.8873,-1.0248,11.4066,22.478,-1.1665,-1.9559,0.8023,-0.9618,0.1739,-1.2679,0.0873],[-6.0424,0.0907,11.6983,22.5697,-1.4817,-2.4448,1.9576,-0.2636,0.095,-0.7968,-0.2307],[-5.6456,-0.5151,11.7494,18.3065,-1.3962,-1.3386,0.1501,-0.2088,-0.1204,-1.0044,-0.1932],[-1.3721,-1.8141,11.1009,17.7218,-2.5126,-1.1652,3.6875,-0.4887,-0.0648,-0.9364,-0.4205],[-2.4879,-2.519,12.6706,21.0571,-2.2711,-1.4301,-1.6293,-0.6662,0.0676,-1.0945,0.3278],[-1.1482,-0.8271,11.5914,18.3222,-1.3067,-2.5274,-0.9918,-1.2415,0.227,-1.4676,-0.3351],[-4.2677,-2.1431,12.6009,22.5193,-2.046,-2.8216,-0.1475,-1.0693,-0.0164,-1.566,0.0251],[-4.0636,-1.7746,16.709,19.684,-3.4711,-1.6177,0.2078,-0.1678,0.2704,-1.2684,-0.1207],[-1.3748,-1.3094,20.3306,15.4894,-1.4915,-1.8344,-2.6109,-0.4783,0.1643,-1.3365,-0.095],[-3.8852,-1.7349,13.4076,20.5217,-1.9116,-0.2072,1.6956,-0.7075,0.1679,-1.324,0.3064],[-4.498,-0.6483,12.957,22.6655,-2.3316,-0.6678,1.2476,-1.438,0.1902,-1.6406,-0.0577],[-3.3387,-1.8589,17.0459,22.1908,-2.8412,-2.0727,-0.8058,-0.4226,0.0897,-1.445,-0.5952],[-3.1607,-2.3899,13.9105,20.4899,-1.4702,-1.8983,-0.6742,-1.4231,0.1199,-1.8717,-0.491],[-4.1438,-1.6383,13.708,21.3786,-0.846,-2.592,0.7654,-1.1163,0.1416,-1.5909,-0.248],[-4.9676,-1.1047,12.2626,21.9517,-1.4239,-2.1898,1.5345,-0.7444,0.2759,-1.3411,-0.1666],[-4.9314,-0.751,12.9501,19.2529,-2.2705,-0.9466,0.7369,-0.6754,0.3014,-1.3095,-0.4987],[-3.0681,-0.0394,10.5639,16.1146,-1.6356,-1.0635,0.8911,-0.3616,-0.0448,-0.7399,-0.628],[-5.2214,-0.4286,9.824,21.2983,-0.8769,-2.7491,1.1853,-0.9587,0.4156,-1.2414,-0.1216],[-3.7793,-1.3193,12.1038,21.9664,-2.5591,-0.2301,1.441,-0.4096,0.4465,-1.1537,-0.1548],[-5.1201,-0.805,11.5558,19.1677,-2.0468,-0.9912,-0.0357,-0.2699,-0.0219,-1.0137,-0.3259],[-1.8656,-1.9366,11.7573,18.4758,-2.5412,-1.2745,3.0334,-0.584,0.0885,-1.0131,-0.3151],[-2.4299,-2.3143,12.6079,18.8267,-3.0629,-1.096,-0.8678,-0.7054,0.2508,-1.4006,0.1945],[-0.4332,-1.4581,10.8434,16.5618,-2.0808,-2.3622,-1.057,-0.671,-0.1148,-1.1146,0.219],[-4.2081,-1.0091,11.6005,22.5369,-2.8897,-2.4725,1.6358,-0.959,0.2473,-1.2535,-0.1179],[-3.6477,-1.2032,13.0427,21.2944,-3.5966,-1.6864,3.0391,-0.37,0.3966,-0.835,-0.4164],[-2.8044,-1.6454,17.7104,19.5653,-2.5361,-1.3952,-0.6637,-0.3072,0.3065,-0.9838,-0.2455],[-3.9637,-1.6548,12.3751,22.5976,-1.2501,-1.7224,0.3604,-0.6936,0.4188,-1.3911,-0.2341],[-4.5509,-1.6125,12.9877,19.6422,-1.9872,-0.9848,0.6708,-0.6458,0.4722,-1.3451,-0.5021],[-3.4921,-0.3231,11.62,17.9211,-1.5867,-1.0003,1.5483,-0.4997,0.1933,-0.5954,-0.5483],[-3.9736,-0.2254,9.7122,20.229,-0.6427,-2.4907,1.2862,-0.8708,0.2772,-1.2736,-0.0921],[-2.7465,-0.4634,10.7317,20.0741,-1.0113,-1.078,1.3583,-0.3157,0.3945,-1.3387,-0.3386],[-3.8585,0.0914,11.1041,17.246,-0.8706,-0.4579,0.5287,-0.7144,-0.0301,-1.208,-0.2154],[-1.4564,-0.6161,11.4026,16.7393,-1.9767,-1.3584,3.1707,-0.594,0.0572,-0.984,-0.3548],[-2.1585,-1.1121,12.7493,17.6195,-2.5865,-1.8994,-0.6654,-0.3983,0.2571,-1.3469,0.2889],[-1.3391,-1.2893,16.112,18.2173,-1.609,-1.8361,-0.6942,-0.9814,0.3645,-1.5574,-0.5352],[-0.6562,-0.8699,10.276,16.5199,0.7321,-0.4286,-1.4798,-0.7701,0.1206,-1.5816,-0.4632],[-2.8402,-1.4236,11.0579,21.2444,-0.7889,-2.4277,-0.1139,-0.8605,-0.1806,-1.3894,0.0659],[-2.2907,-0.728,12.581,19.266,-2.5411,-2.0203,0.9076,-0.4183,-0.0205,-1.4282,-0.139],[-1.0545,-0.8982,16.4194,16.371,-1.0976,-2.0229,-0.9035,-0.8142,0.0504,-1.5447,-0.1996],[-3.5709,-0.4357,10.2521,22.291,-1.6181,-1.6971,1.0281,-0.5713,0.2914,-1.4428,-0.31],[-3.9734,-1.1162,12.0538,18.8668,-1.9648,-0.6374,0.579,-0.7905,0.3449,-1.4269,-0.6484],[-3.1678,-0.1474,11.2632,16.6967,-1.4899,-0.3721,1.1504,-0.5902,0.2779,-0.5004,-0.7221],[-3.2862,0.5262,8.0506,19.7097,-0.4541,-2.3968,0.7612,-0.8282,0.4059,-1.0846,-0.1428],[-4.1536,0.0436,9.6066,21.0793,-0.8889,-1.813,1.9542,-0.3004,0.4303,-1.0638,-0.4608],[-4.704,0.4685,10.7094,17.287,-0.7947,-0.7904,-0.6022,-0.438,-0.0013,-0.9761,-0.1716],[-4.0034,-0.1413,10.3365,17.3626,-1.2794,-0.7937,-0.8727,-0.9414,0.1609,-0.9891,-0.3772],[-4.2188,-0.0548,5.8281,13.3264,-0.7885,-1.8207,1.9704,-1.2298,0.2443,-0.7942,-0.0614],[-4.2499,-1.8834,10.3672,18.4413,-1.2723,-0.5982,2.9073,-0.2417,0.4247,-1.025,-0.0241],[-4.5271,-0.4165,8.1852,12.5297,-2.0675,-1.7927,-0.1076,-0.9315,-0.0614,-1.09,0.0999],[-3.0506,-0.3943,8.8472,12.9204,-1.6936,-0.0375,-1.6227,-1.0961,-0.0998,-1.4718,0.1529]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=quartz>\n<parameter=fable>\nbirch_649\n</parameter>\n<parameter=tango>\n6\n</parameter>\n<parameter=marble>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=quartz>\n<parameter=fable>\nbirch_649\n</parameter>\n<parameter=tango>\n6\n</parameter>\n<parameter=marble>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=quartz>\n<parameter=fable>\nbirch_649\n</parameter>\n<parameter=tango>\n6\n</parameter>\n<parameter=marble>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=quartz>\n<parameter=fable>\nbirch_649\n</parameter>\n<parameter=tango>\n6\n</parameter>\n<parameter=marble>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0271-renamed-611403","set":"renamed_B","cohort":"ambiguous","family":"clock_shift","action":"clarify","ambiguous":true,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_591, reference 067. These are not inputs to this request.\nThe operation I need is: move a synthetic clock forward by minutes.\nClock identifier: either \"cedar_843\" or \"cedar_8439\", with no preference specified. Number of minutes: 18.","tools":[{"function":{"description":"Move a synthetic clock backward by minutes. Inert synthetic operation.","name":"tango","parameters":{"additionalProperties":false,"properties":{"cipher_marble":{"description":"Clock identifier","type":"string"},"quartz":{"description":"Number of minutes","type":"integer"},"sable_mosaic":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["cipher_marble","quartz"],"type":"object"}},"type":"function"},{"function":{"description":"Move a synthetic clock forward by minutes. Inert synthetic operation.","name":"vessel","parameters":{"additionalProperties":false,"properties":{"cipher_marble":{"description":"Clock identifier","type":"string"},"quartz":{"description":"Number of minutes","type":"integer"},"sable_mosaic":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["cipher_marble","quartz"],"type":"object"}},"type":"function"}],"prompt_tokens":627,"decision":{"rms":0.4114604699267571,"sumsq":173.36188755184412,"hb":[-0.0071,-0.05376,-2.0925,0.16271,-1.52628,0.20224,-0.52184],"lse":23.572367882930077,"logits":[13.291,13.39,11.65,13.057,12.27,11.065,9.566,9.282,11.272,11.511,11.265,15.521,11.656,10.818,15.275,10.114,9.234,10.537,11.732,10.358,20.609,10.497,12.138,13.978,12.792,11.947,10.663,9.982,12.078,10.253,9.954,13.71,14.676,8.535,13.754,10.236,9.577,11.791,9.645,11.292,12.079,11.001,8.648,11.944,4.621,8.167,0.068,10.891,6.807,13.836,4.919,8.881,9.525,8.523,8.917,5.694,9.712,13.241,11.235,6.748,7.281,14.121,4.887,8.192,10.109,12.448,3.802,9.707,1.617,17.971,8.378,7.399,9.317,-0.489,7.967,4.012,10.262,6.973,8.703,9.114,9.371,9.561,6.903,7.555,10.263,6.259,7.31,6.075,9.319,12.301,2.613,4.643,16.036,12.145,5.228,6.627,12.732,-2.603,4.501,4.313,8.75,8.293,-0.311,7.313,0.403,13.385,10.319,5.499,9.21,10.547,8.655,10.332,5.0,5.792,6.581,10.823,15.014,5.133,8.056,7.496,12.165,10.511,12.907,13.355,12.863,11.391,4.132,11.836,8.218,8.782,0.974,7.052,3.44,6.496,11.98,8.792,4.444,14.448,5.856,9.572,8.873,14.45,11.715,5.452,0.662,7.189,12.133,1.854,15.983,3.065,-0.779,10.589,7.377,7.243,5.966,9.912,6.371,8.781,9.167,11.86,8.474,4.317,10.011,-1.928,6.845,4.499,9.794,6.125,-5.934,9.897,12.405,10.823,13.102,6.984,9.046,6.419,7.695,6.119,12.562,8.684,6.151,4.683,6.055,3.725,8.245,16.571,5.557,11.179,-2.156,9.968,10.053,3.286,11.732,12.766,5.265,4.308,9.523,10.436,9.177,2.905,6.628,12.45,6.508,4.96,13.15,7.907,10.248,8.416,6.231,12.475,2.459,10.577,14.762,3.367,5.837,6.0,-5.098,1.201,5.092,4.655,7.423,8.826,7.346,4.861,-1.273,4.913,8.014,6.662,1.954,4.078,10.882,-1.008,3.668,6.311,9.784,11.537,4.015,10.29,6.618,8.857,7.185,5.842,4.044,4.578,6.554,12.024,1.087,-4.308,6.92,9.15,-1.34,11.113,9.449,8.337,6.068,-2.197,11.026,11.382,7.192,12.152,9.175,10.474,4.685,2.448,4.864,6.423,2.96,10.671,6.7,15.662,0.649,5.365,0.938,2.16,2.145,7.671,8.658,6.5,7.852,0.249,10.817,8.306,1.867,6.328,5.119,8.166,0.819,6.69,12.446,11.133,7.16,6.742,11.137,7.177,10.662,9.819,7.944,11.07,14.468,9.733,11.611,6.022,7.431,8.434,7.115,5.642,6.518,10.078,2.011,9.607,7.206,5.717,12.783,4.519,2.191,-1.425,8.533,8.812,-4.116,-0.665,5.319,9.821,8.259,8.095,9.488,10.527,-3.868,-1.812,6.938,9.171,15.938,9.081,2.138,10.695,12.61,6.399,10.255,2.508,3.746,6.111,-1.719,11.807,11.843,11.451,9.508,4.604,9.931,4.634,8.008,3.208,9.524,5.334,-1.147,6.958,9.377,12.876,7.838,10.7,10.19,8.656,2.257,5.345,-1.383,0.779,11.565,10.073,12.684,5.72,2.937,3.809,10.023,10.671,1.425,6.808,10.817,5.433,5.009,11.268,9.333,13.467,4.736,-3.174,15.016,4.285,7.737,5.082,2.74,2.714,8.642,10.153,3.817,9.656,4.783,11.727,-1.035,9.293,7.374,5.582,2.585,1.82,3.859,-2.904,7.092,2.933,11.114,1.545,9.296,10.835,-1.857,2.972,9.888,7.954,0.585,6.337,9.14,9.329,-2.069,12.235,8.069,9.889,7.903,13.196,2.844,7.361,6.511,10.248,4.089,1.396,13.389,-0.337,13.389,7.305,3.802,6.467,2.92,7.015,7.744,5.517,12.318,11.953,8.756,8.381,7.074,5.564,3.252,5.157,9.061,1.135,12.252,1.588,8.021,-0.908,10.418,-2.142,3.799,3.599,10.414,6.276,6.103,0.568,2.941,10.776,8.588,6.019,7.639,2.259,0.182,2.094,8.503,8.766,7.234,12.926,8.871,-0.088,2.85,1.446,1.141,7.165,6.769,2.847,8.617,6.421,9.529,0.115,8.231,9.883,-0.62,8.111,16.746,8.69,8.073,7.417,7.934,8.604,6.822,5.427,11.16,0.588,7.818,2.116,6.929,0.945,4.575,5.818,0.383,6.354,0.382,5.608,9.59,13.173,3.328,8.561,0.485,2.161,8.499,3.925,6.67,13.559,5.614,7.197,9.289,2.435,2.374,-2.121,7.072,6.317,1.267,-1.951,1.88,6.723,4.921,5.501,4.342,6.491,4.829,6.615,7.494,3.758,6.657,5.557,4.836,0.635,0.458,10.867,1.675,4.626,10.832,7.097,5.25,7.398,2.596,5.978,-2.426,1.404,7.082,12.968,4.508,11.976,3.064,8.69,9.455,5.278,-0.656,2.647,7.252,10.294,7.049,2.399,9.535,2.479,0.579,5.54,4.819,9.022,2.791,5.01,-1.9,6.35,6.777,0.165,1.585,7.74,9.693,0.377,4.538,1.34,6.425,1.221,10.893,0.171,11.117,9.094,-1.772,5.756,8.467,-1.188,2.847,3.026,6.086,11.595,1.721,7.972,9.07,4.066,11.637,10.539,0.721,-0.847,-2.729,1.414,7.547,9.769,8.82,8.443,-1.012,7.4,3.615,8.202,4.877,6.944,10.371,4.646,4.647,1.676,6.097,11.918,4.832,8.333,-2.163,3.976,7.249,2.287,3.689,4.328,7.993,12.283,7.021,1.739,1.186,5.512,10.241,1.072,5.105,7.732,6.642,8.986,6.743,-1.581,4.263,2.717,0.113,3.22,9.056,8.619,-4.477,1.495,-0.546,12.326,-1.779,4.473,8.578,6.736,6.497,8.608,2.576,6.497,7.954,-0.242,6.939,10.027,-4.868,-0.721,3.695,5.49,0.076,6.404,8.155,7.527,-0.107,3.034,4.52,2.263,7.408,10.55,1.047,2.629,-1.367,9.507,5.484,9.53,5.262,5.942,10.834,7.122,2.711,6.84,1.695,3.078,6.504,1.151,5.812,3.316,0.917,0.453,13.964,-1.605,6.52,4.015,-0.352,5.607,7.464,-1.255,8.155,11.24,0.372,1.135,5.212,5.003,6.574,3.088,5.288,2.781,4.861,4.204,2.891,8.848,0.254,8.404,8.912,5.546,5.563,-0.317,3.093,4.907,2.059,8.888,8.288,2.755,12.859,0.999,3.728,6.989,6.175,3.787,6.676,2.762,1.171,3.879,6.576,1.477,0.095,8.565,-0.293,0.862,8.348,2.889,-1.75,3.57,6.852,1.912,2.872,-2.361,2.152,9.875,5.836,3.882,0.853,1.077,-0.452,3.423,-1.19,-3.78,6.135,7.675,0.988,-1.805,3.237,6.226,1.84,9.946,12.064,-2.552,4.643,5.991,5.386,4.829,9.038,-1.808,3.65,2.565,9.19,-0.838,-0.624,5.047,1.533,-0.314,-0.992,-0.005,1.989,0.051,2.319,5.206,1.294,5.004,3.346,2.792,-1.414,-1.272,-0.593,1.535,2.427,1.321,4.052,0.74,5.297,0.851,6.81,1.713,-1.259,3.161,-0.006,4.003,2.364,4.581,4.328,3.571,0.193,4.081,-0.745,4.024,1.635,-3.201,3.736,2.125,1.941,0.694,1.559,0.522,2.271,13.179,9.712,3.82,4.207,3.682,3.319,4.758,0.018,1.103,2.652,2.467,-1.404,0.597,0.555,-4.799,5.093,1.698,2.576,-0.235,2.727,-1.114,-1.481,3.422,-0.531,-0.133,0.391,1.001,2.257,-0.485,-1.011,-0.475,2.89,1.227,-0.602,0.395,1.239,1.203,4.242,2.065,1.19,-1.677,-2.185,0.375,0.441,1.714,1.414,3.162,5.21,2.998,-1.721,-1.624,5.022,4.947,0.025,2.615,2.915,4.432,1.471,-0.962,1.074,0.223,1.152,3.886,1.814,1.522,2.972,5.879,2.824,2.578,4.595,3.643,-0.132,5.645,-2.732,1.841,1.407,0.8,4.237,0.709,1.705,3.103,-2.603,-1.261,3.714,0.982,0.772,1.26,1.694,3.436,0.987,5.361,0.184,3.282,1.7,2.852,0.711,0.171,4.349,1.242,0.093,3.473,-1.315,0.899,2.29,5.194,1.253,3.734,0.381,3.857,1.164,-0.27,5.312,3.983,2.532,1.291,1.676,2.02,-1.914,0.303,-0.239,-4.27,1.36,-1.424,1.106,-1.876,1.314,0.05,0.749,5.408,4.324,-0.143,3.115,2.608,-0.02,0.607,1.166,3.812,0.845,-0.99,5.473,1.238,2.877,3.86,3.697,0.008,3.238,-2.599,1.766,0.766,-0.639,0.221,-2.827,-0.567,3.269,3.413,-0.369,3.531,3.53,2.901,0.094,3.81,1.797,1.235,5.734,0.372,3.97,3.486,0.1,-1.595,-0.775,1.443,-1.8,-2.042,-0.504,-0.392,1.963,-3.356,2.927,2.379,-0.719,-0.626,2.009,3.759,0.293,3.437,3.889,3.009,-4.716,10.248,23.504,11.151,11.906,12.099,16.158,14.171],"base_top":[[248058,23.504],[40,20.609],[760,17.971],[27775,16.746],[3928,16.571],[248068,16.158],[1206,16.036],[2665,15.983],[12189,15.938],[8160,15.662]]},"positions":{"tokens":[248058,198,27,1628,37956,34373,29,198,27,15704,18941,10245,36805,863,29,198,1931,277,62,23,19,18,198,510,15704,29,198,27,15704,28,438,20932,29,198,16,23,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=v","essel",">","\n","<","parameter","=c","ipher","_mar","ble",">","\n","ced","ar","_","8","4","3","\n","</","parameter",">","\n","<","parameter","=","qu","artz",">","\n","1","8","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.1305,-0.9804,-0.2519,-0.8741,-2.0279,0.3756,0.3952,-0.1173,0.159,-0.7579,0.1107],[-4.289,0.6766,7.6581,14.6298,-0.6959,-1.4931,1.8719,-0.9349,0.0613,-0.5168,-0.3445],[-4.301,-1.4777,11.9801,18.5627,-2.0979,-0.4816,-0.2557,-0.2633,0.2766,-0.7386,-0.2008],[-2.3045,-1.3416,11.3759,18.505,-2.49,-0.4779,0.9436,-0.8078,0.0485,-0.6592,0.0036],[-1.7068,-2.0125,11.2451,18.2671,-3.0564,-1.063,-1.7379,-0.6668,0.2053,-0.7376,0.3717],[-2.0697,-1.0518,11.8885,18.6672,-0.9515,-2.938,-1.0264,-0.3718,0.4265,-0.9151,0.089],[-4.5959,-1.9126,10.7782,22.0508,-2.5383,-2.2318,2.0082,-0.9508,0.3375,-1.3046,0.0378],[-5.3001,-0.6645,11.1963,20.7065,-2.5057,-2.4826,2.6269,-0.3633,0.0202,-1.1086,-0.2475],[-5.5223,-0.6796,12.4171,18.0234,-2.4853,-1.8228,0.7304,-0.4736,-0.232,-1.0967,-0.0296],[-1.018,-1.6174,10.0504,14.5969,-3.0308,-2.0779,3.8134,-0.475,-0.0735,-0.9779,0.0189],[-1.9386,-1.3067,11.1362,15.9008,-3.5482,-2.4837,-0.7771,-0.4367,-0.0017,-1.412,0.5673],[-1.2005,0.075,9.7495,13.8032,-3.1153,-1.2565,-0.1365,-0.7903,-0.1222,-1.0861,0.0305],[-2.579,-1.8653,12.2881,19.9588,-2.6114,-0.7632,1.1138,-1.3269,0.122,-1.763,-0.1627],[-1.1033,-1.281,10.5102,15.9057,-0.4775,-0.6668,-0.5998,-0.7257,0.0687,-1.7327,-0.5585],[-3.7586,-2.1521,12.3045,22.6166,-2.7463,-2.3214,1.0815,-0.8739,-0.0077,-1.4274,-0.1451],[-3.0659,-1.2811,16.4074,19.9637,-4.1887,-1.2677,2.0866,-0.3356,0.3528,-1.1837,-0.2476],[-0.4744,-0.9149,20.4475,15.926,-2.2356,-1.1972,-0.6636,-0.6032,0.3651,-1.1462,-0.2399],[-2.68,-2.8778,13.875,21.0364,-1.434,-0.2891,0.4776,-1.3003,0.126,-1.0841,-0.0402],[-4.0182,-1.2106,12.8428,21.9189,-1.9694,0.7231,2.007,-1.7625,0.2272,-1.8684,-0.0697],[-1.8786,-1.8955,15.4356,19.4728,-1.8231,0.3613,-0.1895,-0.6889,0.1216,-1.5119,-0.5818],[-2.2551,-2.2639,13.5327,18.8265,0.4461,-0.8626,-1.216,-1.2756,0.1242,-1.0593,-0.379],[-3.1899,-1.3821,11.1696,18.1837,-0.7217,-1.9761,0.8803,-1.4097,0.1763,-1.7013,-0.3383],[-3.0883,-1.5171,12.6732,20.2476,-1.7084,-1.5808,1.5484,-1.1162,0.2662,-1.568,-0.287],[-4.8243,-1.7602,13.6014,19.8348,-2.4532,-1.3699,1.1846,-0.765,0.397,-1.4197,-0.6276],[-2.671,0.3249,10.9079,15.1822,-1.6341,-1.2804,0.7215,-0.5897,0.1005,-0.6379,-0.6713],[-5.3437,-1.0268,10.7711,21.9125,-1.4251,-3.72,1.0964,-1.0764,0.3561,-1.3069,-0.3362],[-3.1001,-2.4154,12.1809,22.1212,-2.4139,-0.6777,2.4743,-0.7011,0.3181,-1.3525,-0.2127],[-4.6226,-0.9535,12.1399,19.2519,-1.9694,-1.4843,0.1371,-0.4632,0.0282,-1.0848,-0.3215],[-1.2714,-2.6232,12.2998,18.8437,-2.9117,-1.7668,3.0668,-0.7946,0.1384,-1.0873,-0.1794],[-2.4897,-2.1646,12.4741,19.6602,-3.4216,-1.7764,-0.9775,-0.6493,0.2439,-1.271,0.2933],[-1.5974,-2.2744,15.5667,18.4927,-2.5048,-2.0927,-0.7098,-1.1593,0.3936,-1.5006,-0.3389],[-2.5151,-2.0157,10.538,17.108,-1.7063,-0.9233,0.4816,-1.0829,0.0234,-1.2573,-0.1034],[-4.1625,-1.3595,11.5876,22.2577,-2.7785,-2.0606,2.0769,-0.8321,0.1873,-1.3181,-0.0732],[-4.0017,-1.7351,13.5984,21.0486,-3.1054,-1.1451,2.8918,-0.6203,0.293,-1.1446,-0.4989],[-1.9733,-2.6323,17.3401,18.5178,-1.8025,-0.4504,-0.5063,-0.637,0.1081,-1.1648,-0.2742],[-1.709,-1.4573,12.2736,19.3947,-0.3036,-1.078,0.1116,-0.9165,-0.0034,-1.7787,-0.2693],[-4.0475,-1.5,12.1062,21.6966,-1.7113,-1.7991,0.3749,-0.602,-0.079,-1.3008,-0.2124],[-4.1574,-2.2299,12.9529,19.5699,-2.1437,-1.3537,0.7455,-0.6793,0.2857,-1.3932,-0.7138],[-3.2094,-0.3004,11.913,17.4468,-2.1717,-1.1277,1.2257,-0.8479,0.2153,-0.7842,-0.565],[-3.7817,0.4782,9.8848,20.9192,-0.9763,-2.6657,1.0772,-0.747,0.2861,-1.0853,0.0224],[-3.7634,-1.7375,10.2326,21.3769,-1.8343,-0.3946,2.8303,-0.4803,0.1745,-1.391,-0.2002],[-4.0934,0.2837,10.966,17.3344,-1.0875,-0.3337,0.6176,-0.8249,0.0135,-1.3057,-0.15],[-3.906,-0.2498,10.4784,17.9754,-1.5592,-1.1597,-0.5877,-0.9208,0.2701,-1.1537,-0.3997],[-4.4128,-0.2488,5.6713,12.5807,-0.1454,-1.8089,2.1143,-1.2184,0.1977,-0.6546,-0.0842],[-4.6301,-2.385,9.7117,17.5633,-1.9781,-1.1693,3.9909,-0.2557,0.4524,-0.9187,-0.0546],[-4.5011,-0.8477,8.2768,12.6851,-1.9054,-0.9408,0.3254,-0.74,-0.0958,-1.1825,0.0621],[-3.6148,-0.4429,8.3988,12.5361,-2.5997,-0.7501,-1.2857,-1.2473,-0.0165,-1.6196,0.0598]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=cipher_marble>\ncedar_843\n</parameter>\n<parameter=quartz>\n18\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=cipher_marble>\ncedar_843\n</parameter>\n<parameter=quartz>\n18\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=cipher_marble>\ncedar_843\n</parameter>\n<parameter=quartz>\n18\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=vessel>\n<parameter=cipher_marble>\ncedar_843\n</parameter>\n<parameter=quartz>\n18\n</parameter>\n</function>\n</tool_call>","n_tokens":47,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0123-renamed-611403","set":"renamed_B","cohort":"need_clarification","family":"numeric_aggregation","action":"clarify","ambiguous":false,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please return the arithmetic mean of stored values.\nStored series identifier: not provided.\nUnrelated archived note: maple_430, reference 068. These are not inputs to this request.","tools":[{"function":{"description":"Return the sum of stored values. Inert synthetic operation.","name":"marble","parameters":{"additionalProperties":false,"properties":{"harbor":{"description":"Stored series identifier","type":"string"},"meadow":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["harbor"],"type":"object"}},"type":"function"},{"function":{"description":"Return the arithmetic mean of stored values. Inert synthetic operation.","name":"ripple","parameters":{"additionalProperties":false,"properties":{"harbor":{"description":"Stored series identifier","type":"string"},"meadow":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["harbor"],"type":"object"}},"type":"function"}],"prompt_tokens":541,"decision":{"rms":0.37147123792352565,"sumsq":141.3016377389431,"hb":[-0.03912,0.0014,-0.85934,0.27724,-0.41444,-0.00834,-0.43315],"lse":21.24196796260787,"logits":[12.631,13.152,13.335,11.876,12.433,9.682,8.545,8.281,9.313,12.119,9.166,15.778,10.859,7.966,11.198,8.589,7.808,8.003,8.155,9.717,18.423,6.926,12.7,15.207,11.958,8.967,10.475,9.137,9.674,6.026,9.366,13.819,11.608,7.076,9.417,7.326,5.758,9.324,5.822,8.412,10.299,3.871,5.517,10.678,4.884,6.858,-1.152,8.318,5.298,13.774,1.419,6.272,7.807,6.882,4.859,4.071,8.565,13.03,11.264,6.231,5.247,12.416,-1.28,5.685,9.23,10.127,5.065,9.2,0.793,17.293,12.645,12.748,9.043,5.387,7.243,3.872,5.564,8.617,8.463,7.583,7.255,7.709,7.968,5.548,6.375,8.871,8.275,3.618,8.382,10.612,-1.195,5.441,13.699,10.616,9.404,4.947,10.064,-3.91,-1.264,0.298,6.165,6.651,0.989,9.379,1.006,12.823,8.476,1.526,3.251,6.663,4.378,10.669,4.326,5.068,5.564,7.293,14.039,2.35,5.902,11.999,9.183,8.217,10.706,11.908,12.672,9.831,3.816,8.996,7.118,7.027,0.648,5.72,2.786,3.865,9.833,13.305,5.591,12.28,3.172,7.065,5.935,13.76,13.867,3.187,1.72,5.175,10.506,-2.602,14.805,0.705,-5.018,8.952,7.596,7.421,1.116,8.716,5.35,4.627,2.972,7.272,6.592,4.336,7.974,-2.413,4.511,1.308,9.632,7.146,-5.188,12.908,10.055,9.502,11.343,4.755,5.272,9.489,17.179,4.103,9.946,5.94,4.193,3.318,4.893,1.379,6.55,16.998,3.244,6.072,2.937,8.534,8.283,3.155,10.884,9.048,7.757,2.935,7.591,12.728,7.094,3.109,3.968,11.907,3.588,0.137,8.738,7.814,13.086,13.87,2.726,8.396,5.072,12.234,14.661,2.175,8.343,8.01,-5.05,5.409,0.322,1.859,12.078,7.086,5.043,2.14,-2.67,6.602,9.617,1.62,-1.787,2.427,11.975,0.408,0.366,7.34,9.963,8.304,6.382,8.398,3.33,7.964,8.985,0.102,6.839,2.893,5.481,9.524,-1.105,-0.197,12.499,6.375,-0.931,11.847,6.883,10.254,2.659,5.211,9.772,11.535,4.659,11.003,13.091,8.803,2.322,-0.399,1.765,11.742,1.979,7.143,4.436,10.586,-0.762,3.163,-1.387,0.475,-1.379,12.768,11.063,3.191,7.645,-0.066,16.234,5.348,-1.434,5.663,2.969,6.074,-4.365,10.122,7.185,9.73,7.564,4.039,11.282,12.736,6.981,8.293,11.48,10.441,12.131,3.212,8.303,5.875,5.363,7.955,5.605,2.473,12.626,11.197,1.114,7.883,6.451,3.918,13.866,1.586,-1.062,2.997,6.557,3.6,-0.633,2.045,1.953,6.389,6.547,9.283,6.277,7.671,-5.562,-4.974,7.168,7.786,14.911,5.664,1.337,9.841,12.689,5.057,9.501,0.662,2.49,3.617,-1.807,9.912,11.492,12.357,7.688,5.571,6.37,11.919,7.237,9.997,15.109,1.984,-2.427,0.944,11.187,11.145,2.714,11.652,8.905,7.264,-1.929,2.78,-0.479,-1.347,12.629,14.482,9.846,4.139,-0.911,6.293,5.699,11.297,-0.83,6.395,10.318,3.354,4.358,10.013,9.458,12.081,-0.879,-2.16,12.257,0.463,7.204,1.145,4.312,3.44,12.797,13.517,1.079,12.847,3.015,12.026,-1.911,10.104,5.507,1.134,-0.463,3.817,6.603,-3.617,4.143,-1.52,7.561,-1.704,6.693,12.332,-3.728,1.099,6.563,5.519,4.519,5.376,6.884,7.988,-1.466,9.353,4.8,4.895,4.257,8.752,1.912,8.222,1.758,6.732,1.468,-1.174,12.435,-0.433,11.921,7.745,8.646,7.681,-1.024,6.522,5.743,5.795,16.802,11.074,8.852,13.403,6.208,6.186,-0.12,10.422,9.127,-0.054,8.594,1.158,6.176,2.978,7.936,0.456,3.689,2.05,8.684,2.645,6.708,-1.879,1.725,9.507,11.108,5.007,11.403,3.89,-1.877,1.317,8.082,7.119,5.053,9.658,5.926,-3.326,1.508,0.781,-1.613,6.926,0.716,2.265,12.549,4.222,8.978,-1.61,6.578,8.611,-0.775,5.295,14.831,8.013,6.75,10.614,4.812,13.486,5.264,3.53,13.17,-0.892,5.619,-0.128,8.792,0.106,2.741,2.878,3.224,1.678,-1.969,3.401,6.498,10.406,4.94,7.573,-1.602,6.405,7.011,3.123,10.837,11.469,8.63,5.16,5.807,-0.792,-0.732,-0.545,4.07,5.601,1.645,-2.431,0.89,5.421,3.166,3.535,2.691,2.214,6.898,5.594,7.16,4.391,1.117,6.917,4.238,4.498,0.56,11.379,0.723,6.316,9.592,6.746,3.19,4.941,0.396,4.652,-2.488,-0.579,6.007,7.599,4.094,9.053,9.97,4.837,5.751,2.317,-1.893,2.743,6.5,8.728,7.288,2.072,6.602,3.845,-1.372,1.699,7.804,7.759,0.901,9.713,-4.016,6.832,5.42,3.691,0.363,6.819,13.408,-0.712,2.623,1.424,5.361,-2.058,5.227,0.517,6.754,10.636,-4.48,5.105,13.953,-3.107,4.258,-0.386,9.438,11.354,8.322,6.021,6.124,2.654,8.764,7.621,-0.575,-2.194,-5.938,-0.876,5.718,14.118,7.502,6.684,-4.685,6.137,4.865,7.955,7.586,5.561,8.026,8.735,5.193,1.678,0.6,9.732,4.693,8.88,-5.35,2.713,5.998,0.563,2.947,2.782,8.11,7.049,7.332,2.14,0.477,7.414,7.605,-2.326,5.28,7.351,5.148,7.463,6.284,-6.922,3.235,1.357,-0.279,3.479,5.421,7.719,-1.033,4.318,-0.313,12.539,-2.247,7.356,6.185,2.951,3.227,7.069,0.756,3.354,5.516,-2.517,4.378,9.028,-3.794,-2.88,3.537,2.197,-0.294,1.004,6.792,7.08,-0.718,1.909,2.587,2.914,6.66,8.03,-0.25,1.351,1.902,8.47,3.34,8.462,3.304,7.326,9.987,5.856,3.975,3.692,-4.116,1.867,6.192,-1.764,4.973,2.735,4.582,-1.806,9.331,-2.182,3.943,7.155,1.654,3.619,7.747,-2.017,7.444,8.24,5.219,0.671,7.426,8.943,2.747,7.152,4.753,-0.309,4.168,-1.5,3.863,4.256,-0.999,4.44,2.284,0.312,6.51,4.938,-3.483,3.7,-1.145,7.216,6.355,1.955,9.599,4.648,4.643,8.163,3.273,2.451,6.053,-0.368,5.014,2.358,5.11,0.475,-2.192,5.974,6.689,-1.513,3.604,-2.227,-4.647,-0.753,9.441,1.201,7.23,-1.76,0.769,6.689,4.015,-1.81,0.179,-1.882,1.181,-0.504,-0.875,-1.214,6.754,6.058,-0.406,-1.597,1.481,4.597,0.71,4.209,10.896,-3.168,6.19,2.716,2.088,8.351,6.899,-0.213,2.664,2.584,7.793,1.443,-1.316,1.919,1.479,-5.55,-4.656,-0.507,0.495,0.919,-0.338,4.264,-2.267,6.885,3.828,0.903,-3.662,-1.559,-2.492,2.172,1.522,0.085,6.272,-0.358,3.428,1.594,4.863,-0.087,-0.496,-3.543,-3.148,3.185,0.525,4.568,1.96,3.922,-1.296,-0.145,1.349,2.478,0.824,-3.135,-0.898,1.608,-0.503,-1.197,1.543,-4.016,0.072,7.654,7.627,0.903,1.172,2.799,7.501,5.904,-2.559,-0.15,2.882,0.755,-0.677,-0.538,-0.926,-3.554,4.622,-2.05,1.112,0.317,-0.12,0.754,0.11,1.597,-0.993,1.321,1.375,-0.337,0.754,-2.729,0.528,-2.657,-0.208,-0.394,-0.748,1.098,0.644,-0.911,3.094,4.567,0.469,-1.251,-0.474,1.607,0.897,-0.249,1.028,2.262,1.229,0.798,-1.67,-5.83,8.008,2.359,0.315,2.429,2.906,3.037,-0.454,-0.14,0.533,-1.345,-4.333,2.535,-0.083,0.774,1.753,4.751,-1.436,1.863,3.531,2.536,-0.221,1.803,-0.292,0.603,-2.892,-0.617,-0.485,0.061,-0.629,1.357,-3.197,-5.296,3.703,-0.647,-0.543,0.456,-1.085,5.71,-3.736,4.968,2.736,3.306,0.219,-0.598,-0.217,-3.078,2.361,1.164,1.504,0.79,-1.726,-3.695,0.58,2.128,0.773,2.325,0.628,1.213,-0.49,-1.921,2.203,-3.49,6.445,2.026,-0.534,1.231,-2.65,0.011,-0.691,-2.228,2.967,-5.065,1.422,3.438,-1.053,1.761,0.657,1.562,6.733,1.061,-0.999,3.645,2.951,1.193,0.387,3.099,-1.281,-0.661,7.012,1.257,4.552,1.505,9.508,0.729,6.133,0.325,0.354,1.443,-0.514,-1.658,-0.402,-3.423,-0.419,4.753,-2.285,0.265,0.856,1.985,-1.186,0.206,1.61,-0.799,2.684,-1.821,5.375,3.445,-0.663,-1.185,-0.103,-0.603,-2.258,-0.581,-1.772,-2.487,3.519,-2.327,7.258,2.186,-0.858,0.134,5.402,3.037,1.715,0.354,4.338,0.065,-1.725,8.942,21.033,9.946,10.322,9.909,15.724,12.183],"base_top":[[248058,21.033],[40,18.423],[760,17.293],[3811,17.179],[3928,16.998],[22916,16.802],[8725,16.234],[27,15.778],[248068,15.724],[45,15.207]]},"positions":{"tokens":[248058,198,27,1628,28,79530,29,198,27,15704,28,12610,9090,29,198,1856,3766,198,510,15704,29,198,27,15704,28,2573,5662,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","ripple",">","\n","<","parameter","=","har","bor",">","\n","not"," provided","\n","</","parameter",">","\n","<","parameter","=","me","adow",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.1684,1.3716,0.6661,-0.2209,-2.3663,0.9522,0.0841,-0.1952,0.2688,-0.9048,-0.1326],[-3.6803,0.7957,7.9785,15.8681,-0.8688,-1.8845,0.8936,-0.8352,0.1057,-0.5687,-0.5577],[-3.1954,-0.7523,12.1366,18.1692,-1.9323,-0.1527,-0.0727,-0.1688,0.2157,-0.7777,-0.2936],[-1.5741,-1.1599,10.8428,17.0907,-2.209,0.2359,1.2151,-0.8864,0.0607,-0.8016,-0.2232],[-1.795,-1.8505,11.4283,17.6338,-2.5248,0.3775,-0.2659,-0.513,0.1919,-0.9996,0.2361],[-0.8563,-1.8439,14.8999,14.5837,-1.4246,-0.5885,0.3305,-0.7793,0.4221,-1.1393,-0.1766],[-3.5459,-1.0511,11.8488,22.5953,-1.4542,-1.8225,0.6708,-0.8764,0.0811,-1.2012,-0.0181],[-4.0621,0.3851,11.559,21.1648,-1.9772,-2.3795,1.3361,-0.325,-0.0368,-0.9529,-0.2858],[-3.1027,0.5857,11.0267,15.8792,-1.4032,-1.6005,-0.5094,-0.5194,-0.0617,-1.2014,-0.2263],[-0.4401,0.6264,10.7369,15.0897,-2.6242,-1.2439,3.1573,-0.9092,-0.2082,-1.1595,-0.4421],[-1.1065,-0.2987,12.6225,17.91,-3.598,-2.0625,-1.513,-0.6522,0.0948,-1.2836,0.2975],[-0.0635,-0.6681,15.1279,16.75,-2.2091,-2.0691,-0.9116,-1.2103,0.1992,-1.1762,-0.4354],[-0.7394,-0.6267,10.9728,16.6893,0.637,-1.9829,0.6173,-1.061,-0.324,-1.297,-0.217],[-1.171,-0.8018,11.1607,19.9222,-1.2889,-2.4904,1.0423,-1.0397,-0.1251,-1.828,0.0861],[0.154,0.2237,13.0376,17.6221,-1.6654,-2.4983,1.8733,-0.5307,0.0848,-1.7257,-0.0452],[1.2631,0.9336,16.7443,13.0659,-0.3341,-2.447,-0.8692,-0.6569,0.0457,-1.5902,-0.0443],[-1.1495,-0.6439,10.8028,19.9277,-1.259,-1.3041,0.0805,-0.9086,0.069,-1.6321,-0.104],[0.0054,1.1287,9.1541,19.9166,-1.6725,-1.7444,0.7892,-0.9258,0.038,-2.2937,-0.0369],[-1.6693,0.4901,11.6885,18.8136,-1.2162,-0.6783,0.1786,-0.5552,0.126,-1.5445,-0.4423],[-1.947,1.2734,11.8704,17.6628,-1.6087,-0.7617,0.324,-0.5195,-0.0077,-0.8003,-0.5631],[-3.5892,0.2106,9.7308,21.1606,-0.2514,-2.5867,0.9845,-0.7419,0.1777,-1.2559,-0.0769],[-2.1349,-0.3824,10.73,21.3457,-0.635,-0.0498,2.0846,-0.2816,0.1944,-1.4192,0.0275],[-2.7755,0.4661,9.8101,16.1891,-0.355,-0.1799,0.0511,-0.5241,-0.0105,-1.1547,-0.2669],[-1.3018,-0.7478,12.0611,18.9777,-2.3179,-0.7765,3.6118,-0.571,-0.0608,-0.9485,-0.3016],[-2.0806,-1.2802,13.2765,20.5908,-2.6049,-1.4499,-0.08,-0.5158,0.0713,-1.3715,0.2194],[-0.7372,-1.6352,15.4668,18.8683,-1.3161,-1.1296,0.106,-1.1856,0.1452,-1.4237,-0.3333],[-1.4524,-2.4998,11.8088,19.4629,-0.4477,-0.9832,-0.2301,-0.9081,-0.1567,-1.2411,0.2044],[-3.6312,-1.937,11.7876,21.6538,-1.1723,-2.1601,0.1916,-0.9066,-0.234,-1.5337,0.1105],[-2.8731,-0.8162,13.1893,19.9042,-2.1292,-1.8131,1.3543,-0.1062,-0.1716,-1.2759,-0.0293],[-0.6626,-0.4765,16.4356,16.6229,-0.7558,-2.0081,-0.9885,-0.608,-0.0437,-1.4587,-0.0241],[-3.3536,-0.5266,10.3535,22.4909,-1.5475,-1.7951,1.2163,-0.5651,0.17,-1.5264,-0.3356],[-4.0139,-1.0546,11.9563,19.2472,-2.015,-0.3741,0.4374,-0.5522,0.2943,-1.3229,-0.6981],[-2.8993,-0.1209,11.6748,17.4703,-1.8831,-0.657,0.9502,-0.6768,0.1379,-0.716,-0.6758],[-3.4235,0.4642,8.2451,19.9564,-0.7653,-2.3238,0.293,-0.5573,0.3322,-1.1843,-0.1243],[-2.3588,0.2547,9.7282,21.3431,-1.0728,-1.715,1.873,-0.1378,0.4111,-1.2833,-0.4896],[-3.7611,1.2453,10.7981,17.5348,-0.8406,-0.5515,-0.6847,-0.3153,0.0121,-0.993,-0.264],[-3.8115,0.103,10.5937,17.1059,-1.855,-0.5939,-0.4778,-0.6268,0.1086,-0.9825,-0.3387],[-4.5282,-0.194,6.1654,13.3098,-0.2342,-1.5507,1.6678,-1.1168,0.2501,-0.8987,-0.2326],[-3.4781,-1.6364,10.5963,18.4012,-1.1688,-0.9723,2.7402,-0.0477,0.4497,-1.1304,-0.0378],[-3.6329,0.1777,8.6796,12.7775,-1.7481,-0.9869,-0.7554,-0.6913,-0.0786,-1.2604,0.2203],[-2.559,0.5639,10.1851,14.4139,-1.9172,-0.7768,-1.8896,-0.9059,-0.0055,-1.7446,0.1449]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=ripple>\n<parameter=harbor>\nnot provided\n</parameter>\n<parameter=meadow>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"discovery-611401-0255-renamed-611403","set":"renamed_B","cohort":"ambiguous","family":"interval_boundary","action":"clarify","ambiguous":true,"renamed":true,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_507, reference 077. These are not inputs to this request.\nPlease select values excluding both interval endpoints.\nUpper bound: 71. Lower bound: either \"33\" or \"339\", with no preference specified. Dataset identifier: \"037\".","tools":[{"function":{"description":"Select values including both interval endpoints. Inert synthetic operation.","name":"cipher","parameters":{"additionalProperties":false,"properties":{"fable":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"lattice":{"description":"Lower bound","type":"integer"},"meadow":{"description":"Upper bound","type":"integer"},"orbit":{"description":"Dataset identifier","type":"string"}},"required":["orbit","lattice","meadow"],"type":"object"}},"type":"function"},{"function":{"description":"Select values excluding both interval endpoints. Inert synthetic operation.","name":"sable","parameters":{"additionalProperties":false,"properties":{"fable":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"lattice":{"description":"Lower bound","type":"integer"},"meadow":{"description":"Upper bound","type":"integer"},"orbit":{"description":"Dataset identifier","type":"string"}},"required":["orbit","lattice","meadow"],"type":"object"}},"type":"function"}],"prompt_tokens":645,"decision":{"rms":0.42414798699547707,"sumsq":184.21812722925097,"hb":[-0.03848,-0.12273,-1.93548,0.2251,-1.44517,0.14412,-0.5577],"lse":22.468275179440774,"logits":[13.206,13.384,11.597,11.697,11.424,11.677,8.061,8.923,11.057,11.217,10.407,15.765,11.883,12.846,14.746,11.818,10.12,10.692,12.359,10.811,19.466,12.721,11.74,14.141,13.015,12.506,11.648,12.089,14.412,10.975,10.945,13.393,14.802,8.821,13.41,10.319,9.871,11.257,11.948,10.791,12.043,9.505,9.192,12.52,5.635,6.734,0.112,10.594,8.931,14.372,5.179,7.576,9.622,8.489,9.215,7.776,10.209,13.921,11.746,5.557,6.722,14.063,4.167,8.961,9.504,11.126,5.141,10.565,2.233,16.961,9.955,7.346,10.265,-0.931,9.482,3.927,10.817,9.156,10.093,9.201,9.226,9.99,8.546,8.956,11.307,8.046,6.692,5.799,10.052,11.079,1.206,6.356,15.963,11.776,6.047,7.554,12.647,-2.184,4.378,3.898,6.878,10.685,0.888,9.288,0.016,13.817,10.023,5.391,8.047,12.686,10.433,9.83,5.995,5.49,8.828,11.357,15.473,4.746,9.597,8.141,12.632,11.666,13.265,13.369,13.331,10.908,4.148,11.461,8.12,10.884,1.745,6.443,4.489,5.886,11.675,7.904,4.496,14.328,5.816,8.361,8.846,13.357,12.962,4.819,1.343,7.531,12.575,0.163,15.563,1.768,-0.996,8.979,7.468,7.706,7.051,11.923,6.506,8.091,9.149,13.484,9.333,4.962,9.609,-0.929,8.233,4.682,9.273,5.027,-5.322,9.25,12.305,10.981,12.167,6.993,7.851,7.414,8.103,7.778,11.286,8.443,8.233,4.368,5.927,3.709,8.775,15.8,5.857,11.465,-1.652,10.227,10.556,3.906,11.736,12.194,7.076,4.091,9.323,10.82,9.2,2.725,8.549,12.27,8.014,4.199,12.799,7.972,9.927,8.096,5.518,11.964,3.968,11.489,15.702,4.269,7.076,6.81,-4.458,1.007,5.577,4.293,8.399,9.33,7.89,5.673,-1.193,5.362,7.731,4.521,4.005,5.072,10.081,-2.007,3.706,6.599,8.599,10.03,4.078,10.069,7.752,8.92,7.128,7.382,4.537,4.618,5.557,12.357,1.46,-4.253,8.266,8.778,-0.004,11.109,8.816,9.01,6.019,-2.042,11.661,12.982,8.177,11.278,8.493,10.483,5.257,2.538,4.575,6.878,3.212,9.91,6.009,15.457,1.526,5.087,1.366,0.284,2.829,8.726,8.759,6.719,7.901,0.406,10.577,12.668,0.051,5.614,6.484,8.713,2.754,9.444,11.743,12.108,8.29,7.131,11.079,7.165,7.742,9.444,8.066,10.124,15.03,9.889,10.745,7.688,6.687,9.653,7.537,6.158,6.295,11.116,1.32,10.385,6.959,4.658,13.258,4.463,-1.064,-1.917,7.507,7.418,-3.617,-0.093,5.127,11.264,8.927,8.561,8.33,10.51,-3.544,-1.956,9.137,8.414,16.313,9.539,3.264,10.606,13.054,7.323,9.745,1.969,3.509,7.068,-1.275,11.797,11.958,12.158,9.075,5.794,10.235,4.898,7.49,2.929,10.976,5.043,-1.74,5.126,10.022,13.398,12.06,12.289,10.016,8.812,3.852,5.757,0.028,1.058,12.366,9.761,12.953,5.213,3.299,5.359,10.045,9.96,2.059,7.276,10.803,4.714,4.71,9.827,8.726,14.223,4.927,-2.153,15.475,3.984,9.255,4.343,3.664,2.292,9.445,11.914,6.517,10.948,4.945,12.459,0.342,9.917,7.77,4.723,3.229,2.265,4.282,-2.462,5.984,4.338,10.552,0.785,9.23,11.902,-2.305,3.458,10.685,9.637,0.155,7.39,9.219,9.539,-2.201,11.694,9.041,9.661,7.666,12.602,3.534,8.139,5.804,10.578,3.694,0.907,13.8,-0.559,13.451,8.218,3.773,5.883,2.608,5.495,7.766,7.181,12.886,11.256,8.927,7.106,7.171,6.098,3.182,5.999,12.04,1.946,11.715,1.543,7.932,-0.766,10.714,-1.443,4.018,3.337,10.593,7.835,6.27,-0.38,2.588,11.737,9.157,6.93,8.642,3.831,-0.207,1.972,9.195,7.096,7.146,12.343,6.806,-0.435,3.366,2.738,1.874,7.381,7.18,3.496,9.417,6.939,9.737,1.069,8.474,10.416,-0.347,7.854,17.251,10.07,7.485,5.457,9.519,9.977,6.71,5.547,12.156,1.791,7.251,0.996,7.089,1.099,4.82,7.52,0.874,5.629,1.387,5.627,9.348,13.496,3.704,8.332,0.43,3.271,8.729,5.554,7.594,12.97,6.018,6.556,8.859,2.613,2.634,-0.802,6.69,6.955,2.338,-2.341,1.806,6.981,5.078,6.532,5.519,6.197,5.228,5.789,7.191,4.603,6.649,5.836,5.575,0.656,0.731,9.867,1.547,4.463,12.165,7.259,5.873,5.391,4.31,6.498,-1.264,1.323,8.226,10.048,4.767,12.387,3.851,8.273,9.609,5.863,0.456,3.222,8.864,9.605,7.47,3.099,9.385,2.898,0.239,5.78,4.915,9.254,3.281,5.999,-2.836,6.446,6.771,1.051,1.857,6.952,9.675,-0.008,5.199,0.441,7.243,3.024,10.337,0.985,10.401,8.729,-1.851,6.425,10.108,-0.083,3.175,2.752,5.805,13.188,2.526,6.991,9.009,5.313,11.676,10.766,1.173,-0.862,-2.512,1.991,8.343,10.693,10.062,8.195,-0.676,7.6,2.818,7.892,5.622,6.94,9.98,6.195,4.82,2.435,6.735,12.401,4.717,8.242,-2.114,3.851,5.871,1.908,4.719,3.497,8.367,11.51,6.714,1.527,0.924,5.869,10.716,0.296,5.148,7.806,5.943,7.812,6.248,-1.35,4.864,2.921,1.258,3.235,9.932,9.187,-3.578,1.293,0.119,12.67,-0.686,5.467,8.745,7.451,8.073,9.203,2.284,6.298,7.013,-0.67,7.714,9.649,-4.548,-0.891,3.016,6.473,1.627,7.278,9.295,6.663,0.976,4.536,4.423,2.713,8.397,11.097,1.011,2.908,-0.627,10.295,5.437,9.611,5.611,7.14,11.284,7.969,3.474,7.679,2.214,2.965,6.933,1.188,6.671,2.318,1.048,0.364,14.808,-1.722,6.218,4.126,0.186,5.386,8.693,-0.913,8.473,11.487,0.966,0.448,4.59,6.337,6.698,3.314,5.969,3.443,7.212,3.718,1.774,8.921,-0.168,8.546,10.846,4.921,5.065,0.864,2.615,5.312,-0.487,8.391,8.157,3.03,11.52,1.626,3.8,6.825,6.295,4.461,7.11,2.647,0.529,5.038,7.335,1.593,0.212,9.136,-1.018,1.943,7.314,2.552,-1.775,2.621,7.41,2.297,2.255,-1.12,2.477,9.885,5.984,4.797,1.002,1.248,-0.705,3.575,-0.052,-4.499,7.199,7.836,2.239,-1.351,2.749,8.138,1.726,10.717,12.156,-1.647,5.878,5.741,5.566,5.572,9.166,-0.894,4.532,1.656,9.498,-0.625,-0.782,7.321,3.194,0.801,0.036,0.998,2.591,0.818,2.81,5.061,0.827,6.271,4.879,3.003,-1.185,-0.565,-0.341,3.306,2.141,1.904,4.64,0.604,6.027,1.965,6.475,3.529,0.445,3.13,2.31,4.124,2.825,5.281,4.351,4.324,0.333,4.043,0.067,3.608,1.606,-3.063,4.634,2.295,1.367,1.997,2.644,0.801,2.288,12.692,9.967,3.489,3.691,4.44,3.608,5.215,1.386,-0.134,2.608,4.065,-0.717,1.11,0.733,-5.182,5.558,-0.147,3.023,0.52,3.415,-0.243,-0.533,4.198,0.029,0.018,0.782,2.872,1.705,0.163,0.129,1.094,3.004,1.489,1.603,1.516,0.321,2.308,1.837,3.365,2.96,-0.276,-0.894,0.954,0.038,1.622,1.945,1.634,6.256,3.395,-2.162,-0.724,6.062,5.573,0.393,2.626,3.956,5.196,0.738,-0.871,1.742,1.16,0.107,4.85,0.767,2.471,3.034,6.94,2.781,2.984,4.005,3.57,0.5,6.143,-2.224,2.204,0.248,1.12,4.936,2.877,2.246,2.631,-2.014,-1.383,4.568,1.197,1.315,1.187,3.066,4.714,1.077,5.199,-0.592,5.218,1.876,2.952,0.668,1.006,4.215,2.068,0.722,3.805,-1.704,1.786,3.676,5.662,1.131,4.348,1.542,3.514,1.443,0.411,6.106,5.26,1.942,2.125,1.612,2.675,-1.314,-0.991,-0.011,-2.665,2.112,-0.746,0.002,-2.665,1.491,-0.013,1.432,5.931,4.918,1.1,3.924,2.995,1.261,0.768,0.707,3.97,1.43,0.417,5.971,2.181,3.243,4.107,4.985,0.374,2.951,-2.09,2.286,0.642,-0.274,1.688,-3.264,-0.481,3.629,3.654,0.704,3.995,3.414,3.886,0.551,4.054,2.797,1.131,6.737,1.017,4.885,3.61,-0.716,-0.058,-0.371,2.086,-2.066,-1.037,0.374,-0.269,2.164,-2.759,2.274,2.172,-1.248,0.315,2.479,3.509,1.746,5.044,4.171,2.856,-2.88,9.995,22.374,11.24,12.038,11.862,15.436,15.461],"base_top":[[248058,22.374],[40,19.466],[27775,17.251],[760,16.961],[12189,16.313],[1206,15.963],[3928,15.8],[27,15.765],[5328,15.702],[2665,15.563]]},"positions":{"tokens":[248058,198,27,1628,18941,10245,29,198,27,15704,28,71813,29,198,15,18,22,198,510,15704,29,198,27,15704,39287,30748,29,198,18,18,198,510,15704,29,198,27,15704,28,2573,5662,29,198,22,16,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=c","ipher",">","\n","<","parameter","=","orbit",">","\n","0","3","7","\n","</","parameter",">","\n","<","parameter","=l","attice",">","\n","3","3","\n","</","parameter",">","\n","<","parameter","=","me","adow",">","\n","7","1","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.1045,0.0573,-0.7015,-1.2923,-1.9268,0.4731,-1.2186,0.1515,0.2618,-0.6138,0.0036],[-3.8451,0.701,7.4554,14.4967,-1.0582,-1.294,1.5327,-0.8868,0.0899,-0.5494,-0.3717],[-4.7271,-0.885,11.4971,17.7061,-1.8218,0.2321,-0.0884,-0.1912,0.1652,-0.8764,-0.0388],[-2.4534,-0.6307,10.7709,17.1984,-2.9913,-0.3302,1.0994,-0.691,-0.0081,-0.7796,0.0146],[-1.8984,-0.4834,10.82,14.9921,-2.8011,-0.775,-1.5014,-0.4561,0.2396,-1.1377,0.4787],[-1.7797,0.3274,10.3598,14.1771,-2.7681,0.0548,-0.7479,-0.7925,0.0207,-1.1736,0.0492],[-4.3413,-1.3322,10.647,21.8234,-1.6061,-1.6191,0.6302,-0.9666,0.1969,-1.3067,0.0605],[-5.0633,-0.1212,10.9778,21.3614,-2.42,-1.4036,0.0122,-0.4509,0.266,-1.037,-0.2057],[-4.7846,-0.7939,11.2151,16.9689,-2.0938,-0.8149,-2.0916,-0.3271,-0.1791,-1.0791,-0.1384],[-1.3592,-1.6177,11.0841,18.0838,-3.7262,-0.1809,1.5254,-0.8148,-0.0891,-0.8909,-0.1205],[-1.3345,-1.4814,11.232,18.8462,-3.8355,-0.1131,-2.6989,-0.916,0.0843,-1.2354,0.4339],[-1.2122,-1.4333,13.5512,15.4411,-2.3973,-0.1933,-2.0375,-1.448,0.3538,-1.3345,-0.0953],[-3.3423,-1.5905,11.1372,22.7403,-2.5103,-1.7207,0.3322,-0.7559,-0.127,-1.6917,-0.0193],[-2.8852,-1.0136,13.9172,22.0032,-3.6678,-1.4805,1.7703,-0.4524,0.2991,-1.1863,-0.2344],[-1.772,-1.1133,18.0332,18.9234,-2.6808,-1.2167,-1.2883,-0.3689,0.1094,-1.0466,-0.2765],[-3.7222,-2.015,14.4012,21.1627,-0.7293,-1.9916,-0.8364,-0.9555,0.0898,-1.4401,-0.2926],[-3.4859,-1.5839,12.8031,21.6566,-0.4136,-0.9488,-0.0837,-0.8504,0.1361,-1.1824,-0.4047],[-5.1978,-0.8952,12.261,21.5155,-2.5596,-1.3088,-0.2739,-0.8604,0.1639,-1.6381,-0.2208],[-5.2506,-1.7831,12.5626,19.9689,-2.049,-0.7116,-0.21,-0.6312,0.1942,-1.4607,-0.3575],[-3.439,-0.504,10.8927,17.0661,-2.3191,-0.9456,1.2321,-0.4206,0.0117,-0.6733,-0.5141],[-5.1179,-0.233,9.8282,21.8552,-2.3868,-1.5705,0.1969,-1.0026,0.3263,-1.3658,-0.1014],[-2.6701,-1.1781,12.5255,22.0355,-2.0597,0.0423,0.8547,-0.368,0.4714,-1.3007,-0.1082],[-4.6441,-0.7831,10.5519,18.8967,-2.3701,-0.4474,-0.6594,-0.4102,-0.0211,-1.1668,-0.2608],[-1.2453,-1.4845,10.7154,18.9738,-3.3591,-0.757,1.7597,-0.9022,-0.0288,-0.9987,-0.2564],[-2.1124,-1.2692,11.1608,19.8087,-3.6411,-0.2675,-2.691,-1.1048,0.0769,-1.4957,0.2569],[-2.5397,-1.4629,10.465,18.2124,-2.0575,-1.2307,-0.9188,-0.7055,-0.1298,-0.9708,0.09],[-2.5352,-1.7454,9.1012,19.5946,-1.7101,-1.1564,0.9604,-0.8288,0.2084,-1.7079,-0.1714],[-3.0717,-0.2062,12.3725,19.4899,-2.5404,-1.4172,1.7409,-0.4269,0.3002,-1.1134,-0.4663],[-2.085,-0.6119,16.1887,15.1286,-0.6865,-1.1135,-2.0396,-0.4143,0.1842,-1.1082,-0.3248],[-3.2292,-2.0164,11.5988,18.0607,-0.2006,-2.0829,-0.345,-0.8014,0.2751,-1.7307,-0.47],[-2.5975,-0.7733,11.2348,19.3329,-1.4847,-1.6472,0.367,-0.8288,0.1766,-1.6287,-0.4235],[-4.0367,-1.288,12.2437,18.7005,-2.4575,-0.7106,1.1028,-0.5035,0.4361,-1.1629,-0.8397],[-2.7658,-0.0655,10.8896,16.104,-1.8495,-0.317,1.5362,-0.6181,0.0982,-0.4965,-0.6859],[-4.7131,-1.3452,10.7953,22.4002,-0.6102,-2.6969,1.3664,-0.8992,0.3148,-1.2765,-0.3672],[-3.2392,-1.3673,12.5925,21.8623,-1.3966,-1.0798,2.8063,-0.3569,0.1974,-1.3706,-0.3062],[-4.3704,-1.0797,11.5536,19.3288,-1.4228,-0.7783,0.276,-0.5944,-0.1902,-1.0833,-0.4165],[-1.559,-1.6089,11.41,18.1008,-2.9422,-0.6952,3.1813,-0.6482,-0.0531,-0.6683,-0.3792],[-2.5525,-1.9369,12.9986,20.1939,-3.0335,-1.2021,-0.0713,-0.7162,0.1896,-1.3203,0.2419],[-1.4453,-2.3507,15.7196,19.4927,-1.5407,-1.0775,0.0593,-1.2104,0.2336,-1.3317,-0.361],[-1.6156,-2.7359,11.9729,19.3839,-0.68,-0.7746,-0.0176,-0.6562,-0.0398,-1.1744,0.1931],[-3.9049,-1.4522,11.2618,21.9077,-1.5557,-1.4816,1.1741,-0.8584,0.027,-1.4091,-0.1952],[-3.2647,-0.3718,13.0918,20.8106,-1.8673,-0.8642,2.0491,-0.6314,0.0555,-1.1568,-0.4805],[-2.3796,-0.7198,17.4997,18.3739,-0.3321,-0.2257,-1.0405,-0.5225,-0.0451,-1.0519,-0.3678],[-3.0427,-1.1366,12.8866,21.1626,-0.1315,-1.0905,-1.4785,-0.8359,0.2168,-1.5309,-0.3478],[-4.138,-0.9199,11.5506,21.437,-0.8098,-1.6252,0.3227,-0.5426,0.007,-1.2706,-0.2433],[-3.9315,-1.4436,12.0463,19.2812,-1.3112,-0.246,0.7962,-0.5056,0.2722,-1.2826,-0.5581],[-2.6714,0.0045,11.5217,17.5926,-1.8135,-0.4511,1.6568,-0.6902,0.1934,-0.6409,-0.6988],[-3.9838,-0.3447,10.3918,22.1605,-0.8239,-2.031,1.0162,-0.8632,0.3059,-1.162,-0.0766],[-3.0478,-0.426,10.6429,21.8652,-1.3093,-0.4081,2.4427,-0.3286,0.1421,-1.2577,-0.1915],[-3.5828,0.323,11.1224,18.0245,-1.0848,-0.5631,0.2406,-0.7351,0.0543,-1.1815,-0.2511],[-3.8966,-0.1449,10.0932,16.9889,-1.9892,-0.7928,-0.8763,-0.8617,0.1747,-1.0452,-0.3252],[-4.4277,-0.0782,6.3895,13.599,-0.8118,-2.0863,1.8018,-1.2842,0.2024,-0.8289,-0.0532],[-4.1501,-2.2441,10.696,18.1822,-1.1231,-1.1459,2.4731,0.0228,0.5064,-1.1106,-0.1257],[-4.6673,-0.6332,8.6105,13.0966,-2.4472,-0.517,-0.119,-1.0148,-0.0602,-1.2,0.1668],[-3.687,0.3906,8.0732,12.3933,-2.8124,-0.9867,-0.9109,-1.1344,0.0777,-1.4587,0.0628]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=orbit>\n037\n</parameter>\n<parameter=lattice>\n33\n</parameter>\n<parameter=meadow>\n71\n</parameter>\n</function>\n</tool_call>","n_tokens":55,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=orbit>\n037\n</parameter>\n<parameter=lattice>\n33\n</parameter>\n<parameter=meadow>\n71\n</parameter>\n</function>\n</tool_call>","n_tokens":55,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p23_v2_renamedB_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=orbit>\n037\n</parameter>\n<parameter=lattice>\n33\n</parameter>\n<parameter=meadow>\n71\n</parameter>\n</function>\n</tool_call>","n_tokens":55,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=cipher>\n<parameter=orbit>\n037\n</parameter>\n<parameter=lattice>\n33\n</parameter>\n<parameter=meadow>\n71\n</parameter>\n</function>\n</tool_call>","n_tokens":55,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"discovery-611401-0122-renamed-611403","set":"renamed_B","cohort":"no_tool","family":"numeric_aggregation","action":"answer","ambiguous":false,"renamed":true,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to return the sum of stored values. Do not access or change stored data.\nStored series identifier: \"maple_393\".\nUnrelated archived note: maple_541, reference 092. These are not inputs to this request.","tools":[{"function":{"description":"Return the sum of stored values. Inert synthetic operation.","name":"meadow","parameters":{"additionalProperties":false,"properties":{"harbor_tango":{"description":"Stored series identifier","type":"string"},"parcel":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["harbor_tango"],"type":"object"}},"type":"function"},{"function":{"description":"Return the arithmetic mean of stored values. Inert synthetic operation.","name":"orbit","parameters":{"additionalProperties":false,"properties":{"harbor_tango":{"description":"Stored series identifier","type":"string"},"parcel":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["harbor_tango"],"type":"object"}},"type":"function"}],"prompt_tokens":573,"decision":{"rms":0.3582988152240063,"sumsq":131.45808997470886,"hb":[-0.10848,-0.05221,-1.36166,-0.0612,-0.90726,0.19311,-0.43],"lse":22.0534712222529,"logits":[14.896,14.044,14.105,14.19,13.942,13.993,9.51,9.915,10.637,11.896,13.421,16.261,14.318,10.268,13.799,11.818,10.197,11.322,10.099,11.992,19.259,9.966,13.844,14.226,12.749,11.587,13.353,11.82,12.213,10.549,9.9,14.299,16.59,9.571,11.304,11.257,10.182,11.301,8.696,11.034,11.496,8.835,7.767,11.596,9.787,7.744,5.083,12.001,6.354,15.545,6.042,6.723,9.471,8.917,8.05,5.341,10.447,12.97,11.864,7.663,8.077,16.95,2.244,7.277,8.111,11.597,16.175,13.148,2.09,19.992,11.333,8.568,10.395,-1.101,15.735,1.513,11.1,7.655,10.367,13.917,8.968,10.68,11.789,11.624,11.906,6.769,8.67,4.509,11.948,13.112,0.202,6.364,20.587,10.921,8.818,7.858,15.181,-3.807,0.432,7.102,9.13,9.171,2.291,9.371,0.888,15.501,13.559,1.908,6.563,11.991,7.844,12.041,7.549,6.537,8.165,14.573,17.833,8.465,11.247,10.102,14.373,12.661,16.383,16.352,17.707,12.168,3.335,11.019,10.058,10.406,5.771,10.678,4.188,8.851,10.473,7.63,6.696,16.975,3.859,12.316,10.311,16.925,15.178,6.019,2.441,8.224,15.485,0.336,17.173,1.962,-3.712,11.197,7.671,9.263,8.252,10.955,8.813,8.979,8.445,11.237,10.482,6.148,11.245,-0.605,8.389,4.148,9.648,7.715,-5.98,11.008,14.117,14.746,15.996,8.887,6.871,7.165,9.059,9.522,13.305,7.916,9.999,6.744,5.835,3.044,8.086,17.248,6.69,11.476,-1.16,12.665,11.777,5.154,16.71,10.512,6.151,6.537,8.996,15.717,10.667,2.588,8.481,13.264,7.661,1.156,12.954,10.695,12.775,9.039,5.157,12.235,5.719,15.049,16.213,0.828,18.114,8.174,-2.636,2.761,3.998,3.75,11.723,8.807,11.544,3.906,0.242,6.773,7.018,3.515,0.152,8.979,10.876,-1.006,1.986,9.163,10.006,11.097,5.862,14.643,10.303,11.707,8.487,4.1,6.663,1.959,5.06,12.909,-1.42,-0.24,11.342,8.395,0.87,10.903,11.079,13.097,8.019,-1.638,10.907,11.797,9.874,13.892,10.223,10.966,6.113,2.549,3.816,10.638,4.112,9.572,6.273,15.46,-0.852,4.158,0.278,4.433,0.422,10.067,12.154,8.02,9.644,1.707,13.026,10.355,0.681,7.272,15.842,9.68,-2.19,10.114,12.325,13.623,10.14,7.241,12.755,8.284,8.905,9.702,8.54,13.94,14.378,9.893,11.97,8.754,5.838,11.371,8.782,4.844,10.964,12.955,1.283,12.456,9.715,6.076,16.009,4.305,-1.731,1.243,11.207,8.16,-2.06,-0.115,4.958,10.561,8.814,9.361,9.342,12.599,-3.968,-1.656,9.889,9.668,18.605,8.357,5.394,12.596,13.279,7.47,11.085,2.182,5.379,7.102,1.11,10.0,14.03,12.093,9.313,7.124,7.883,4.879,7.181,2.9,12.897,5.27,-1.411,0.494,8.563,13.038,8.284,12.67,12.174,10.04,1.911,7.285,-0.729,0.693,14.256,10.274,10.902,6.234,4.125,3.206,11.903,10.503,0.4,7.96,12.022,3.745,6.067,12.137,10.725,15.251,2.774,-1.847,16.594,2.109,10.219,3.97,2.498,3.258,8.193,13.076,4.879,12.882,6.24,14.704,1.731,12.845,8.921,6.11,1.001,3.098,5.076,-3.135,6.822,4.556,11.916,0.837,9.198,11.319,-3.827,4.889,10.525,8.93,4.738,6.646,11.675,10.112,-2.929,10.974,9.083,11.31,7.14,11.657,3.345,7.768,5.996,9.797,4.162,-0.01,15.468,0.37,13.952,8.795,2.756,6.12,3.349,5.788,7.594,10.088,11.749,14.925,10.974,8.61,7.943,6.557,3.979,7.617,11.668,2.422,13.141,0.622,9.484,2.21,11.59,0.842,2.884,2.766,10.933,9.872,9.782,1.583,1.081,14.45,10.357,6.018,9.826,2.807,-1.559,3.353,10.982,7.52,7.426,14.077,8.437,-0.077,3.464,0.688,0.822,9.902,7.193,1.525,10.758,8.041,13.041,-0.504,9.255,11.618,0.242,8.982,18.129,13.482,6.796,7.786,6.243,9.541,8.399,9.443,12.767,-0.338,11.695,2.105,9.79,4.334,5.156,8.055,2.706,6.275,0.855,7.273,12.688,12.502,6.258,12.012,1.201,5.286,11.734,5.429,8.335,15.331,8.785,6.858,10.859,3.483,1.334,-0.356,7.399,8.295,2.095,-2.076,5.237,8.143,7.491,7.393,4.781,3.694,5.437,8.348,6.82,2.867,7.747,7.538,7.838,3.173,-0.598,10.533,-1.242,6.379,13.434,10.76,6.925,5.01,1.463,6.311,-0.607,1.273,9.437,11.809,5.489,11.294,1.63,9.752,9.858,2.429,-1.027,3.736,9.905,13.35,9.406,4.406,11.501,1.854,0.625,5.555,6.66,11.03,4.173,6.752,-2.043,11.399,6.893,0.751,2.352,7.786,10.287,0.404,4.699,-0.007,7.857,2.852,9.14,0.592,11.285,10.991,-3.081,7.165,8.11,1.109,3.001,0.837,6.74,13.046,2.109,8.499,9.631,4.489,12.714,10.654,2.777,-2.759,-3.59,0.173,9.456,12.65,10.482,10.618,0.006,4.961,1.781,8.042,7.085,9.35,12.035,14.545,6.499,3.737,5.257,13.207,6.309,10.39,-3.188,3.526,5.272,2.558,1.93,5.371,8.596,13.712,9.656,-0.004,-0.443,9.066,13.478,2.657,7.079,8.975,8.549,9.227,8.412,-5.006,7.884,3.905,1.903,5.815,10.377,12.053,1.21,1.021,3.785,13.068,-0.7,6.117,8.849,5.682,7.448,11.482,1.895,4.72,9.444,0.297,5.573,14.425,-3.785,0.124,3.746,6.866,1.338,8.202,10.036,3.733,-0.949,2.249,2.7,1.677,9.437,11.508,4.577,-0.34,0.788,9.055,6.614,10.362,6.603,14.339,14.445,9.033,4.483,8.514,1.549,3.744,8.49,0.801,9.572,4.712,1.577,-0.978,14.242,-0.174,9.012,3.986,2.43,4.449,12.722,2.013,10.473,13.349,2.902,2.224,7.414,4.922,1.642,5.937,4.018,0.937,6.155,2.203,3.574,9.755,-0.639,9.301,6.693,6.151,7.708,0.218,3.395,7.913,2.242,9.889,10.595,1.861,12.625,3.879,4.498,7.287,6.739,1.259,17.645,2.367,5.14,2.948,7.94,0.58,2.609,12.425,0.672,0.999,8.68,0.106,-5.36,2.156,8.552,2.489,2.952,-0.414,3.886,9.714,7.366,2.078,-0.633,2.985,-0.756,1.19,1.942,-1.225,12.942,11.032,0.674,-0.695,6.681,7.813,3.121,7.767,12.86,-2.374,5.999,8.715,6.027,6.259,9.486,-1.784,5.396,0.352,9.841,0.819,-1.376,4.329,2.386,0.573,-1.848,0.878,0.698,1.511,3.393,5.99,1.014,5.589,4.421,1.212,-0.188,-2.861,-1.413,-1.285,1.077,0.534,2.088,4.001,5.325,2.712,4.723,2.076,-1.013,-2.704,1.81,1.942,1.622,4.08,3.698,5.82,-1.985,2.776,2.178,2.229,0.553,-3.587,2.029,4.406,0.129,1.094,2.892,-1.69,1.335,8.839,7.654,0.851,1.813,3.568,5.496,4.893,0.741,-1.712,2.599,2.621,0.479,1.494,1.78,-2.025,1.931,-1.619,1.357,-0.218,3.052,-0.799,-0.249,3.336,1.261,-0.551,0.957,2.928,1.638,-1.371,-0.028,-2.248,0.401,2.407,1.574,2.764,1.831,0.401,0.052,2.679,1.99,-1.617,-0.994,0.446,0.761,0.625,0.863,3.299,4.921,1.632,-0.382,-2.816,5.376,2.487,0.785,1.09,4.407,3.769,-1.356,0.829,0.132,-0.128,-2.378,3.041,-2.662,2.278,1.215,4.887,2.01,3.668,3.532,4.21,1.004,4.28,-1.918,0.009,0.938,0.799,3.517,3.208,0.513,1.712,-4.244,-4.765,3.125,1.157,-0.125,3.676,-0.974,2.964,-1.39,5.117,0.17,3.482,1.414,1.856,1.233,-2.108,5.813,1.287,2.72,2.792,-0.193,-0.958,0.565,4.381,2.69,0.53,1.258,1.431,0.597,0.903,3.159,0.001,4.086,0.549,0.465,0.906,-1.541,-1.046,-2.178,-2.513,3.577,-1.37,1.471,2.234,0.928,-1.6,3.966,2.35,3.764,-1.714,1.202,3.308,0.214,0.688,0.877,1.894,-1.297,0.641,7.228,1.697,2.063,2.057,4.898,1.105,2.6,1.017,3.249,0.956,0.219,0.242,-3.031,-1.223,5.497,2.641,0.385,1.827,2.653,6.844,0.898,3.94,3.487,4.082,4.527,-0.576,1.741,2.96,-0.097,1.635,-1.951,0.839,-2.943,0.398,2.301,-1.095,3.827,-2.366,3.251,2.335,-1.381,2.272,5.083,3.735,2.234,1.643,3.18,2.177,-3.504,9.016,20.922,7.899,10.398,9.933,16.07,13.421],"base_top":[[248058,20.922],[1206,20.587],[760,19.992],[40,19.259],[12189,18.605],[27775,18.129],[5423,18.114],[1919,17.833],[2064,17.707],[81889,17.645]]},"positions":{"tokens":[248058,198,27,1628,28,2573,5662,29,198,27,15704,28,12610,9090,516,5005,29,198,2117,273,62,18,24,18,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","me","adow",">","\n","<","parameter","=","har","bor","_t","ango",">","\n","map","le","_","3","9","3","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.5486,-1.7246,1.4689,1.8797,-1.0434,1.3102,1.3205,-0.146,0.0479,-1.0994,0.0197],[-4.1404,0.1186,8.1556,15.0645,-1.0641,-1.2618,1.5623,-0.7024,0.1816,-0.5826,-0.4197],[-4.1628,-1.501,11.5843,18.1631,-1.8298,-0.2773,-0.6601,-0.2554,0.1843,-0.8463,-0.2975],[-2.0112,-1.5919,11.0543,17.2635,-2.0679,0.061,0.9417,-0.8279,0.1922,-0.5605,-0.0888],[-2.6214,-2.1773,12.1707,18.8491,-2.706,-0.1168,-0.8027,-0.7903,0.2558,-0.9659,0.2118],[-1.916,-2.2551,14.7876,16.7959,-1.5141,-0.481,-0.1679,-1.2922,0.3264,-1.0925,-0.2096],[-2.8648,-3.0355,11.9051,19.5343,-0.1284,-0.9854,-0.4154,-0.8647,-0.0719,-1.0911,0.5197],[-4.4546,-2.1564,11.1461,21.6857,-1.4103,-1.6851,0.6299,-1.1568,0.0018,-1.1729,0.1831],[-5.0778,-0.3681,11.4277,21.1131,-2.2606,-2.2495,0.6771,-0.5486,0.0302,-1.0925,-0.183],[-4.6089,0.4206,11.5808,16.8179,-1.7075,-1.6768,-0.5938,-0.5433,-0.1378,-1.3375,-0.2991],[-0.8387,0.4543,10.7799,14.6407,-2.9715,-1.779,3.0512,-0.927,-0.2287,-1.0425,-0.3675],[-1.5071,-0.2533,12.0297,15.9714,-3.8594,-2.0846,-1.4598,-0.676,0.0673,-1.1092,0.5504],[-0.614,-0.9463,15.3294,16.4621,-3.0108,-2.4244,-1.8745,-1.2044,0.2698,-1.1955,-0.3943],[-0.9901,-0.9958,11.5582,18.277,0.5745,-1.886,0.9806,-0.9999,-0.2651,-1.3299,-0.0944],[-1.9605,-2.4771,11.4389,20.5718,-2.9021,-0.859,1.8054,-1.7052,0.0707,-1.8725,-0.0302],[-0.3553,-1.2905,10.9606,15.5934,-1.7906,-2.5359,-0.5362,-0.6354,-0.1503,-1.2239,0.0879],[-3.8403,-1.8879,13.1649,22.878,-2.4448,-2.1982,0.7258,-0.8144,0.0237,-1.7313,0.1652],[-3.8067,-1.5181,15.7781,20.4881,-3.4798,-1.5254,2.4304,-0.3226,0.299,-1.4655,0.0338],[-2.2141,-1.4742,19.8699,15.5817,-1.7223,-1.7457,-0.2118,-0.5913,0.1773,-1.507,0.1169],[-2.7581,-1.2089,13.3861,19.9466,-0.4661,-0.4726,-0.5904,-1.401,0.3094,-1.5504,0.3429],[-4.3607,-1.4204,13.1633,22.4781,-2.5176,-0.6682,0.751,-1.3635,0.2302,-1.6567,0.1259],[-3.2182,-2.6163,16.6689,21.0035,-2.1289,-1.6695,-1.0817,-0.7499,0.1586,-1.8336,-0.3794],[-3.3049,-3.19,14.3001,21.263,-0.7679,-2.0464,-0.7177,-1.1683,0.002,-1.5341,-0.3227],[-4.135,-2.3616,12.7363,22.0947,-1.0987,-2.6236,0.1846,-1.36,0.3573,-1.645,-0.3635],[-3.4411,-1.1953,11.6303,21.8896,-1.5456,-1.9469,0.4915,-0.7423,0.2632,-1.3906,-0.2102],[-3.8984,-1.1732,11.8972,19.1623,-1.5271,-1.1998,0.3442,-0.4612,0.2016,-1.2435,-0.5129],[-2.8676,0.0638,11.0346,17.4472,-1.5389,-1.158,1.1786,-0.269,-0.0107,-0.6576,-0.4896],[-3.2966,0.3662,8.3545,20.1108,-0.9083,-2.3821,0.01,-0.7822,0.2393,-1.1474,-0.186],[-3.4948,-1.4837,10.5488,21.7188,-0.7654,-0.4874,1.0012,-0.3075,0.1159,-1.218,-0.1075],[-3.2489,0.3738,9.6568,16.3225,-1.2592,-0.8701,-0.5792,-0.612,-0.0848,-1.1132,-0.3901],[-4.027,-0.4921,11.1314,18.2051,-1.9039,-1.2388,-1.1279,-0.8433,0.142,-1.1519,-0.4196],[-4.4539,-0.2255,7.4271,14.6583,-0.7276,-2.0805,1.735,-1.2292,0.2126,-0.8623,-0.2427],[-4.695,-3.0891,10.8014,18.1155,-0.6217,-0.4918,2.6017,-0.0934,0.3924,-1.1415,-0.2015],[-3.673,0.0149,8.3775,12.4104,-1.3184,-1.0374,-0.1221,-0.9542,-0.0769,-1.3105,0.1907],[-2.8738,-0.047,8.7318,12.9767,-1.6177,-0.7633,-1.1409,-1.216,-0.041,-1.5936,-0.0296]]},"outputs":{"original":{"run":"p43_v3_renamedB_both","raw_output":"<tool_call>\n<function=meadow>\n<parameter=harbor_tango>\nmaple_393\n</parameter>\n</function>\n</tool_call>","n_tokens":35,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v1":{"run":"p15_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p23_v2_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p43_v3_renamedB_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"final-611406-0058","set":"final","cohort":"no_tool","family":"document_redaction","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to highlight a term in a stored document. Do not access or change stored data.\nTerm to process: \"birch_895\". Document identifier: \"cedar_374\".\nUnrelated archived note: maple_463, reference 091. These are not inputs to this request.","tools":[{"function":{"description":"Hide a term in a stored document. Inert synthetic operation.","name":"redact_term","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"document":{"description":"Document identifier","type":"string"},"term":{"description":"Term to process","type":"string"}},"required":["document","term"],"type":"object"}},"type":"function"},{"function":{"description":"Highlight a term in a stored document. Inert synthetic operation.","name":"highlight_term","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"document":{"description":"Document identifier","type":"string"},"term":{"description":"Term to process","type":"string"}},"required":["document","term"],"type":"object"}},"type":"function"}],"prompt_tokens":614,"decision":{"rms":0.388094554083142,"sumsq":154.23117609880865,"hb":[-0.12218,0.02014,-1.58432,0.12134,-1.12751,0.25546,-0.35345],"lse":22.336281434324142,"logits":[15.139,13.264,12.193,13.231,10.835,11.217,7.523,8.344,9.47,10.638,8.397,16.056,14.123,10.768,14.318,10.615,8.75,10.534,8.593,13.7,20.298,8.784,9.626,13.118,10.912,11.691,10.74,7.851,10.734,9.281,7.46,14.306,15.82,9.143,11.364,9.201,10.534,11.815,7.248,6.723,10.853,7.622,5.557,11.304,4.609,6.607,4.459,11.09,4.064,15.867,4.186,8.264,6.691,7.594,6.514,4.064,8.348,12.667,11.242,6.024,5.054,16.692,4.306,6.31,6.818,10.409,4.942,11.567,2.334,17.977,9.745,9.651,9.44,1.232,13.812,1.633,9.191,4.615,10.807,11.937,9.702,9.794,10.394,9.139,10.332,5.879,10.03,2.897,12.45,11.767,-0.179,6.436,19.683,9.162,5.656,7.598,13.943,-4.242,-0.103,2.703,7.392,7.765,-0.147,7.709,1.229,14.192,11.931,4.013,7.3,11.979,7.176,9.381,7.844,6.095,8.689,12.522,17.983,8.142,9.074,10.048,13.671,11.97,15.117,14.819,17.235,12.179,3.866,10.952,9.235,7.724,5.462,9.757,2.75,7.93,9.068,7.959,4.79,14.552,4.131,9.262,8.453,16.425,14.177,5.508,0.579,9.812,13.991,-1.839,17.962,2.333,-0.816,10.142,4.927,8.527,8.085,8.297,8.594,5.668,10.425,11.484,10.304,3.512,10.997,-2.279,9.102,4.29,9.633,6.408,-5.555,9.461,12.326,13.917,15.246,8.974,8.441,5.794,9.219,8.317,13.323,7.614,8.657,7.92,6.234,2.763,8.487,17.113,6.069,11.888,1.072,12.391,11.302,2.375,15.855,9.333,5.323,6.727,10.512,15.046,10.717,2.485,6.871,12.163,9.585,0.901,12.423,10.718,11.787,9.055,3.571,12.217,2.971,15.3,16.458,4.125,8.549,4.767,-5.981,2.865,2.319,3.333,9.897,7.621,9.209,3.987,-0.195,7.929,8.367,6.538,0.126,6.346,10.48,-2.294,4.163,8.516,10.545,10.018,4.141,11.218,8.742,10.971,5.435,1.607,2.355,3.922,4.551,12.643,0.162,-2.289,9.201,12.529,1.479,10.184,11.0,10.119,6.419,-1.662,11.96,12.433,8.584,14.416,8.544,10.418,6.409,2.342,4.053,8.032,3.719,10.256,6.072,16.216,-0.377,0.529,-0.355,1.903,1.201,11.618,8.582,5.839,11.07,3.613,12.065,9.528,1.864,6.929,8.967,10.984,-3.383,9.405,11.957,12.567,6.293,6.618,15.311,6.838,8.421,8.965,10.743,11.95,13.49,9.076,12.945,8.364,5.18,11.373,9.784,7.165,5.192,10.289,0.965,9.992,8.753,5.591,14.811,4.336,-2.743,-3.143,8.663,7.367,-4.224,1.633,3.984,15.989,6.543,7.407,7.235,12.635,-2.268,-2.373,10.195,10.432,17.432,7.641,4.275,13.273,14.521,6.126,10.818,1.072,2.072,7.418,0.945,9.697,14.257,13.072,7.233,3.615,11.889,5.922,5.287,3.09,10.702,4.775,-1.801,2.563,7.448,12.339,6.127,12.692,9.83,10.91,0.57,6.67,0.359,-0.271,14.628,11.8,10.323,4.516,2.986,5.061,9.609,7.464,0.516,6.925,12.798,3.239,6.612,12.667,9.894,16.205,4.577,-2.731,14.039,3.335,8.897,6.185,1.907,2.328,8.434,12.462,4.737,13.606,6.676,14.447,0.052,11.27,10.339,4.778,0.247,3.728,4.338,-2.191,6.368,4.122,12.776,1.73,8.296,12.295,-1.211,2.37,9.295,8.091,3.447,5.143,11.24,10.307,-1.264,11.032,6.789,10.394,10.599,10.04,1.525,6.639,4.975,9.023,4.817,0.377,13.583,-2.858,12.912,10.172,5.198,5.797,0.76,6.211,7.924,7.381,12.351,15.055,10.147,7.204,5.813,10.674,2.393,7.431,12.452,2.159,12.225,1.376,7.946,1.765,11.416,-0.537,3.287,2.497,9.702,6.396,4.886,0.314,0.895,12.557,8.787,7.694,10.995,2.49,1.371,2.471,10.908,7.727,8.333,14.124,7.94,-0.687,0.488,-0.012,1.613,8.177,6.819,2.182,10.618,7.399,12.225,0.362,7.221,12.953,1.1,10.22,16.851,11.056,5.674,5.311,7.324,6.577,6.046,18.332,12.853,-0.803,9.53,2.011,8.715,3.642,6.735,8.892,2.245,4.687,0.208,6.824,11.457,14.115,4.849,12.112,2.758,4.537,11.437,2.972,9.375,16.384,6.528,7.877,10.887,0.869,3.865,-1.557,6.719,7.866,2.532,-1.125,2.662,7.167,15.779,8.252,3.42,1.901,5.274,6.299,7.906,2.026,5.534,6.599,6.898,3.08,0.444,11.248,-1.118,6.071,13.449,10.864,5.324,5.309,2.317,7.636,2.364,1.009,9.556,10.604,5.931,11.696,3.752,8.497,8.405,2.232,-0.009,3.467,8.038,12.171,6.704,5.621,10.421,2.097,-1.568,5.738,7.088,11.64,2.194,4.809,-2.628,7.419,6.647,0.603,1.716,8.071,10.115,-1.142,6.165,1.522,7.011,1.465,8.674,0.391,12.276,11.216,-1.725,5.563,8.308,0.598,2.565,0.45,8.49,13.529,3.554,9.027,8.063,6.514,11.578,10.708,1.354,-0.963,-2.463,1.066,9.927,10.034,7.633,9.417,-3.001,5.4,3.131,8.606,6.674,9.281,10.901,6.931,4.75,4.01,8.094,12.181,7.09,9.847,0.158,2.953,3.726,2.708,2.627,4.483,8.96,12.118,8.266,1.915,2.038,6.426,8.555,0.168,6.005,11.38,6.694,9.979,7.201,-4.048,5.503,4.341,0.728,3.499,9.781,11.006,1.741,0.972,2.799,13.019,-0.283,6.404,9.37,4.023,9.354,10.382,2.7,5.609,8.862,-0.031,5.907,13.947,-3.716,2.798,4.465,8.399,0.752,9.028,8.702,3.975,-0.624,1.376,3.724,1.936,5.557,9.917,1.741,0.107,-0.136,10.985,7.248,8.773,7.405,13.788,13.757,10.1,4.335,7.32,-0.394,2.667,8.757,1.007,8.108,3.804,0.496,1.378,12.541,0.291,8.274,1.725,0.875,5.645,8.433,0.3,10.185,11.291,1.614,2.306,7.389,5.72,1.682,5.709,3.848,1.798,5.218,-0.085,4.429,10.048,-0.657,9.023,8.82,7.967,6.968,1.962,3.755,8.116,2.782,8.052,10.129,1.583,12.67,3.888,4.002,5.736,7.251,1.954,8.568,0.172,1.88,3.352,10.636,2.922,-2.135,11.408,0.281,-0.368,4.88,-1.496,-5.399,1.536,8.775,2.316,5.285,-0.349,5.393,10.791,6.026,3.793,-1.248,1.155,-0.654,1.21,2.015,-3.315,4.993,11.393,0.508,-0.523,6.186,5.878,-0.547,8.161,13.513,-3.153,6.375,6.322,6.461,5.233,9.675,-1.807,4.302,2.139,10.554,-0.741,-0.442,6.069,2.907,0.594,-2.48,-1.758,1.681,2.409,3.893,5.311,-0.789,6.952,3.318,1.958,-0.504,-3.711,-1.398,2.81,3.126,0.615,2.44,2.535,3.776,3.48,6.705,3.627,-0.009,1.01,1.408,1.584,3.219,3.517,0.964,3.021,-1.412,2.126,1.821,0.57,2.021,-2.556,1.456,5.113,-1.202,-0.851,1.317,-0.913,2.433,9.382,9.418,1.862,0.45,4.917,2.935,4.784,4.505,-1.227,3.401,2.58,1.472,1.91,2.825,-2.02,2.094,-1.718,3.279,1.22,1.274,-1.363,-0.848,4.434,-0.996,-1.619,1.368,2.577,2.505,0.696,0.393,-1.491,1.732,1.089,2.447,1.876,2.783,-0.491,-0.192,2.462,1.4,-2.14,-0.877,-1.092,2.183,1.423,2.477,2.799,3.536,2.485,-0.217,-1.406,5.719,3.13,2.222,3.563,0.521,3.751,1.783,-1.212,-0.67,-0.982,-3.094,3.783,-2.682,3.636,1.554,5.66,1.196,4.293,4.655,6.511,2.792,5.248,-1.331,1.635,1.786,5.597,3.641,0.24,1.962,1.954,-2.968,-1.459,3.205,1.031,-1.132,2.8,0.797,2.819,-1.972,5.394,2.428,2.473,1.578,-1.276,1.996,-1.508,5.568,1.768,3.203,3.521,-1.367,0.848,2.639,3.734,1.112,1.675,1.398,3.981,0.469,0.215,3.049,0.28,1.439,0.094,2.587,2.931,-1.355,-1.085,-0.601,-3.996,5.821,-0.306,2.033,3.41,0.059,-0.452,3.328,1.541,1.791,-2.395,2.751,2.7,-0.198,1.282,0.968,2.898,-0.612,0.787,7.154,1.969,2.489,3.938,4.9,0.423,3.916,-1.028,3.901,0.228,0.4,0.426,-2.499,-1.71,2.239,2.772,-0.312,3.161,3.492,4.041,1.552,2.491,3.831,2.88,1.91,-0.96,1.017,4.833,-1.756,1.744,-2.368,-0.079,-1.761,1.842,0.271,-0.078,2.477,-1.458,1.923,1.034,-0.047,-1.585,2.971,3.45,2.424,1.62,3.298,3.636,-3.254,9.69,21.911,8.555,9.367,9.042,16.632,13.83],"base_top":[[248058,21.911],[40,20.298],[1206,19.683],[28854,18.332],[1919,17.983],[760,17.977],[2665,17.962],[12189,17.432],[2064,17.235],[3928,17.113]]},"positions":{"tokens":[248058,198,27,1628,28,34033,16946,29,198,27,15704,32429,29,198,1931,277,62,18,22,19,198,510,15704,29,198,27,15704,28,4830,29,198,42404,329,62,23,24,20,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","highlight","_term",">","\n","<","parameter","=document",">","\n","ced","ar","_","3","7","4","\n","</","parameter",">","\n","<","parameter","=","term",">","\n","bir","ch","_","8","9","5","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.6078,-1.0715,0.7714,0.2877,-3.2313,0.232,1.613,0.0056,-0.0394,-0.8139,-0.0519],[-4.1016,0.2775,7.9246,15.5204,-1.361,-1.9992,1.2442,-0.7051,0.0573,-0.5825,-0.3703],[-3.965,-0.6039,10.8639,17.6894,-2.3405,-0.9169,0.1803,-0.182,-0.0304,-0.7274,-0.1487],[-1.338,-0.6464,11.054,16.7469,-2.8883,-0.5988,1.3916,-0.7769,-0.1235,-0.5601,0.0791],[-0.8566,-0.6916,10.0347,16.7752,-3.8554,-1.0918,-1.3172,-0.5657,-0.0804,-0.8694,0.3844],[-0.2169,-0.7274,12.0411,15.0644,-2.7059,-1.8278,-0.5188,-0.9943,-0.0118,-0.9597,-0.1944],[-3.5074,-2.7333,9.2134,20.384,-2.4381,-0.8494,1.5298,-0.9574,-0.1346,-1.53,0.2264],[-5.3846,-1.5776,9.1637,21.722,-2.1064,-1.8331,0.8985,-0.7006,-0.1803,-1.319,0.2418],[-5.3421,-0.6633,10.5328,22.0945,-2.7989,-2.9254,1.7855,-0.1838,-0.0293,-0.9615,-0.1323],[-5.0575,-0.1659,11.2991,18.0242,-2.1626,-2.1818,-0.1093,-0.2172,-0.1782,-1.0185,-0.0898],[-1.3209,-1.0538,9.4902,15.5646,-2.8511,-1.4254,3.2884,-0.4555,-0.2349,-0.8779,-0.0403],[-2.12,-1.2455,9.5923,18.5053,-3.6047,-2.5536,-1.0528,-0.3567,-0.2655,-1.0538,0.3302],[-3.4743,-2.606,10.0618,21.615,-3.0853,-2.8089,0.9388,-0.903,-0.1444,-1.4254,-0.01],[-2.9511,-1.003,15.9799,19.0774,-3.8161,-1.1836,1.641,-0.2358,0.3996,-0.9289,-0.1801],[-0.5108,-0.7613,19.6999,15.4701,-1.6882,-1.414,-0.9398,-0.4847,0.2715,-1.2036,-0.1122],[-2.8807,-2.809,13.6895,21.3118,-0.9804,-0.4614,0.844,-1.201,0.1078,-1.1231,-0.0341],[-4.8141,-1.6399,12.7564,22.726,-1.639,-0.6595,1.4564,-1.4794,0.2594,-1.6064,-0.0709],[-3.8783,-2.6309,15.4612,21.3956,-1.9441,-1.3015,-0.1927,-0.3979,0.1028,-1.5639,-0.6629],[-3.5698,-2.103,13.3582,21.2193,-0.3415,-1.2943,-0.6417,-0.9797,0.0927,-1.4885,-0.7207],[-3.0228,-2.0877,12.9996,22.2836,-0.6572,-1.7965,-0.07,-1.4545,0.1936,-1.6746,-0.3174],[-4.1676,-1.1167,11.5517,21.5913,-1.3835,-2.4785,1.7487,-0.5629,0.1481,-1.5516,-0.1247],[-4.5058,-1.2275,13.0309,20.277,-2.2128,-1.6979,1.0,-0.3851,0.1149,-1.4185,-0.4823],[-2.5459,0.2765,10.8986,16.0646,-2.3035,-0.9466,1.1975,-0.2698,-0.0279,-0.7862,-0.4921],[-4.514,-0.7175,9.5767,21.2109,-1.7071,-3.1286,1.5523,-1.0327,0.1786,-1.397,-0.1623],[-3.0404,-2.4044,13.4406,22.3209,-1.4978,-0.9752,1.8943,-0.2012,0.1944,-1.3322,-0.3346],[-4.8938,-1.0589,11.2947,18.3723,-2.6253,-1.5709,0.8938,-0.2505,-0.0811,-1.1653,-0.3646],[-1.0142,-1.2573,10.9369,18.1967,-3.5411,-1.3595,3.1873,-0.6702,-0.1707,-1.045,-0.2042],[-1.7538,-1.1983,9.4734,17.5513,-4.2374,-1.6048,0.1727,-0.7212,-0.249,-1.4,0.3605],[-0.9578,-1.2995,11.7926,16.0109,-3.533,-1.9345,0.2619,-1.2107,-0.166,-1.5131,-0.1991],[-4.2435,-2.2521,13.2029,22.0553,-1.6391,-2.3759,0.2546,-0.7599,-0.3037,-1.585,0.2883],[-3.3953,-1.7192,17.6233,19.4551,-3.207,-0.9174,0.7151,0.0923,0.1202,-1.1629,-0.0883],[-1.2104,-2.1015,20.5266,15.5433,-1.7275,-1.0987,-1.7386,-0.1645,0.0233,-1.0856,-0.1184],[-3.4226,-2.6256,13.0061,20.3587,-1.5545,-0.2459,2.098,-0.5414,0.0772,-1.3355,0.2972],[-4.1919,-1.7869,11.844,21.4829,-1.7064,0.1186,1.7912,-1.2971,0.0991,-1.6358,-0.1213],[-2.9321,-2.901,15.5689,20.8076,-1.806,-0.5121,-0.4791,-0.5796,-0.0657,-1.7554,-0.6522],[-3.5662,-2.7824,14.4993,20.9133,-0.5948,-2.6007,0.1274,-0.8399,-0.0197,-1.2725,-0.6181],[-3.3487,-1.8932,13.8482,21.8202,-1.2374,-2.9662,-0.9826,-1.2171,0.2133,-1.3382,-0.6104],[-2.997,-1.2025,11.536,21.6011,-1.1385,-1.8355,1.2918,-0.5617,0.0166,-1.3663,-0.2442],[-3.7294,-0.8821,12.0246,19.5421,-1.7421,-1.4685,0.801,-0.4999,0.078,-1.3487,-0.5386],[-2.9865,-0.3398,11.5693,18.1708,-1.9167,-0.3701,1.8392,-0.5664,0.0092,-0.7408,-0.4747],[-3.856,0.0709,9.1323,21.0753,-1.1258,-2.274,1.1537,-0.9341,0.1176,-1.2501,-0.1588],[-3.3478,-1.7927,9.8168,20.8656,-1.3413,-0.3362,2.4014,-0.0534,-0.1586,-1.309,-0.2234],[-3.0541,0.6226,9.9897,17.3855,-1.4877,-0.6544,0.0701,-0.7083,-0.2229,-1.0854,-0.2166],[-3.5671,-0.469,10.6904,18.2131,-1.959,-0.4364,-0.3002,-0.7326,-0.0594,-1.097,-0.3059],[-4.2505,-0.3421,6.1785,13.4993,-0.7692,-1.4496,1.8398,-1.402,0.2199,-1.0334,-0.215],[-4.2412,-3.206,10.5299,18.6354,-1.4082,-0.5857,2.9038,-0.0504,0.1644,-1.2444,-0.2662],[-4.0118,0.5103,9.0569,12.8023,-1.6544,-0.9938,-0.2798,-0.996,-0.0088,-1.1842,0.1368],[-2.6526,0.2091,9.0744,12.9597,-1.9543,-0.3535,-1.7448,-1.0263,-0.1384,-1.5968,0.1698]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=highlight_term>\n<parameter=document>\ncedar_374\n</parameter>\n<parameter=term>\nbirch_895\n</parameter>\n</function>\n</tool_call>","n_tokens":48,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"final-611406-0067","set":"final","cohort":"need_clarification","family":"event_window","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: retrieve events earlier than a timestamp.\nSynthetic timestamp: not provided. Event stream identifier: \"maple_688\".\nUnrelated archived note: maple_527, reference 089. These are not inputs to this request.","tools":[{"function":{"description":"Retrieve events later than a timestamp. Inert synthetic operation.","name":"events_after","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"stream":{"description":"Event stream identifier","type":"string"},"timestamp":{"description":"Synthetic timestamp","type":"integer"}},"required":["stream","timestamp"],"type":"object"}},"type":"function"},{"function":{"description":"Retrieve events earlier than a timestamp. Inert synthetic operation.","name":"events_before","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"stream":{"description":"Event stream identifier","type":"string"},"timestamp":{"description":"Synthetic timestamp","type":"integer"}},"required":["stream","timestamp"],"type":"object"}},"type":"function"}],"prompt_tokens":591,"decision":{"rms":0.36928490247287393,"sumsq":139.6432273350656,"hb":[-0.05817,-0.03829,-1.27469,0.20369,-0.77853,0.08646,-0.34713],"lse":22.649508171240644,"logits":[12.47,12.973,11.165,10.991,10.941,9.341,8.256,7.64,9.158,10.66,9.289,15.554,10.661,9.341,12.647,9.234,8.447,8.699,9.581,10.026,19.803,8.18,11.325,15.514,13.306,10.434,9.876,11.304,11.794,7.574,9.146,13.014,12.6,6.551,10.478,8.292,6.951,10.898,7.097,8.876,12.465,6.224,6.605,11.793,2.516,6.342,-0.092,9.241,5.188,13.568,2.383,8.237,7.363,8.191,6.148,3.919,7.994,11.775,10.688,6.74,6.403,13.4,0.547,6.638,8.838,11.291,4.643,8.99,1.88,17.364,11.5,11.498,8.306,4.026,7.089,2.697,7.646,8.241,10.149,8.117,8.443,8.713,7.093,6.482,8.615,7.936,7.817,3.133,9.245,11.271,-0.615,4.269,15.196,10.406,6.755,7.057,11.637,-4.022,0.983,2.161,8.773,8.025,1.093,9.166,1.431,12.8,9.577,3.719,5.483,9.573,5.911,9.174,3.263,5.488,5.963,8.987,15.353,4.506,5.995,11.432,10.73,8.567,11.055,13.17,12.272,10.562,4.418,10.164,7.125,7.974,0.502,6.935,2.661,5.003,9.832,12.278,5.481,13.619,3.827,7.889,7.356,14.553,14.354,3.849,1.66,6.496,11.218,-1.599,15.579,1.937,-4.385,7.711,6.637,6.339,2.242,10.423,5.77,6.425,4.749,9.143,7.633,4.489,9.697,-1.176,6.785,2.564,8.994,6.39,-4.995,11.824,11.313,11.175,11.884,4.216,7.306,8.613,14.346,5.411,11.226,6.352,4.754,0.68,5.872,2.759,8.224,16.953,3.942,9.26,2.355,10.191,9.56,3.591,12.467,9.606,7.011,3.259,9.333,12.036,8.794,4.091,4.835,12.606,5.417,2.11,11.442,7.323,12.71,11.692,2.701,10.137,2.052,11.988,14.461,2.488,6.896,2.779,-2.449,5.107,1.921,2.503,10.327,7.927,7.076,2.471,-1.098,6.359,9.371,2.694,-0.72,1.39,12.641,0.36,1.396,6.692,10.939,9.75,5.761,9.66,3.794,8.501,4.921,1.469,5.587,4.992,5.493,11.432,-1.318,-2.054,10.202,8.455,1.13,12.189,8.13,9.458,3.577,3.173,10.733,13.077,5.703,11.016,11.695,9.554,4.427,-0.158,3.604,8.963,0.891,9.517,4.972,12.741,0.112,0.812,0.428,1.01,0.718,11.999,7.59,4.522,4.722,1.918,15.163,6.871,-0.645,5.701,3.908,7.752,-2.97,9.79,9.016,10.87,7.895,4.71,11.004,11.846,6.932,9.167,11.009,11.08,12.858,4.875,11.105,6.952,5.992,9.327,5.98,4.269,8.773,11.146,1.595,8.207,6.484,4.971,13.727,2.627,0.058,0.206,7.57,5.137,-2.998,1.226,1.101,8.194,7.043,5.241,6.035,8.082,-4.676,-4.098,7.839,8.981,15.736,7.675,1.126,10.119,12.871,4.034,9.321,1.137,3.411,4.732,-1.752,11.525,12.888,11.835,7.815,7.477,8.154,10.512,8.181,8.419,14.745,2.552,-1.014,3.507,11.478,12.41,4.963,11.073,8.89,8.456,-1.071,3.48,1.316,-0.761,12.795,13.839,11.143,5.696,1.045,5.874,7.09,12.329,0.272,5.206,10.199,5.423,4.819,11.376,9.06,12.985,1.839,-3.778,13.942,2.122,8.017,1.834,2.865,3.784,13.188,13.329,2.42,12.59,4.645,12.506,-2.445,8.657,7.012,1.815,-0.013,4.28,5.304,-3.38,5.983,-0.689,9.608,-2.238,8.104,12.028,-2.56,2.589,9.233,6.889,4.099,6.194,7.812,8.554,-0.338,11.362,6.245,8.764,7.063,9.9,2.649,8.32,2.685,7.539,3.15,-0.379,12.858,-1.607,12.174,7.467,7.416,7.796,1.888,8.639,6.582,5.732,16.503,11.738,8.28,10.729,5.993,5.89,-0.103,5.939,10.118,1.703,10.154,1.592,6.727,2.623,9.872,1.082,3.925,2.234,9.686,4.851,4.875,-1.571,1.603,10.339,10.956,5.287,10.194,2.799,-0.037,1.801,7.659,7.14,7.177,11.532,6.956,-2.821,2.347,0.158,0.315,6.671,2.957,2.466,11.899,5.566,8.633,-1.513,6.044,11.326,0.232,8.759,15.322,8.625,7.851,9.018,5.335,13.62,5.013,4.637,13.216,-0.608,6.223,0.36,7.209,0.07,3.44,3.75,1.171,4.689,-2.084,3.79,7.729,12.405,3.777,8.493,-1.91,5.635,7.416,4.02,9.972,11.891,7.646,5.888,6.502,-1.241,-0.025,-1.12,4.401,6.373,1.924,-1.097,1.842,6.607,4.387,5.321,3.599,3.78,5.944,4.355,8.456,2.927,1.999,7.354,5.119,4.277,0.919,12.96,0.567,5.982,10.458,7.907,4.515,5.337,0.003,4.158,-2.068,-0.481,7.17,8.268,4.921,10.648,7.414,5.645,6.925,3.8,-2.564,2.639,8.079,10.222,7.364,2.964,7.63,3.521,-0.337,2.486,7.884,8.396,-0.093,8.677,-2.28,5.867,6.344,3.592,1.403,6.382,12.419,-0.414,5.49,0.965,6.823,-0.295,7.276,-0.432,8.918,10.875,-4.063,4.881,13.715,-1.644,3.403,0.757,9.291,10.908,6.113,6.688,8.53,1.135,10.107,8.975,-1.867,-1.783,-5.183,0.796,6.695,13.232,8.542,6.085,-4.235,8.109,4.784,9.243,5.182,4.529,9.074,7.741,4.84,2.912,3.738,10.027,4.633,9.416,-3.746,4.154,5.664,0.074,3.403,4.536,8.658,9.458,7.614,2.137,-0.819,7.354,8.158,-0.217,4.871,5.458,6.977,8.261,6.495,-4.774,4.465,2.524,0.106,1.04,6.773,7.995,-2.724,3.923,-1.504,12.721,-0.956,6.91,7.673,3.103,4.782,7.611,0.861,4.534,6.968,-0.461,4.621,9.342,-3.714,-1.611,2.158,3.604,0.887,4.026,7.037,8.016,0.324,3.176,3.005,3.418,7.414,9.394,-1.582,1.618,1.398,10.801,4.193,8.535,3.845,6.385,11.205,5.833,4.331,6.216,-2.583,2.584,6.768,-0.183,5.851,3.828,3.829,-0.83,9.829,-2.036,5.818,7.559,0.059,4.068,7.638,-1.169,6.688,9.613,4.14,1.637,8.246,9.367,4.157,4.332,5.23,0.731,3.462,0.916,3.33,5.945,-0.636,5.461,6.458,2.667,6.505,2.938,0.059,4.721,0.586,8.463,8.338,3.101,10.184,4.15,5.387,5.767,5.009,3.525,6.053,1.835,3.792,2.77,6.067,0.6,-1.553,6.612,4.921,-0.937,7.261,0.114,-4.953,0.73,10.234,1.263,5.83,-3.907,1.975,8.803,4.56,1.65,0.803,-0.87,1.208,0.625,-2.548,-2.665,4.668,7.261,0.313,-2.762,1.836,4.889,-0.005,5.075,11.224,-4.583,6.485,4.175,2.932,7.711,8.343,-1.041,2.342,3.015,9.166,0.247,-0.024,4.17,1.748,-3.297,-3.934,-0.132,1.619,1.351,2.36,4.439,0.426,7.96,4.993,1.722,-3.702,-1.122,-1.821,-0.209,2.269,0.096,4.576,-0.643,5.712,2.037,6.125,1.731,-0.743,-0.812,-1.534,4.911,1.668,5.045,3.37,4.398,-0.57,3.028,-0.355,3.469,0.815,-3.329,2.506,1.759,0.099,-0.46,1.998,0.475,2.587,11.448,9.182,1.332,2.514,2.671,5.003,5.593,-1.556,3.009,3.202,1.409,-0.327,0.879,-1.621,-4.514,4.543,0.151,2.835,-0.066,-0.094,-0.302,-1.444,3.378,-0.338,-0.033,1.136,0.392,1.694,-1.484,-0.539,-1.617,1.292,-0.186,0.449,1.233,1.621,-0.277,3.48,4.571,0.952,-2.162,0.298,0.291,1.336,0.956,1.676,1.523,4.626,2.304,-1.2,-3.48,7.099,3.177,0.907,2.886,3.365,2.7,1.021,-1.303,-0.217,-0.276,-2.617,4.607,1.257,2.396,1.447,6.093,-0.119,1.431,5.204,2.579,-0.481,5.315,-2.341,0.743,-0.365,0.953,1.509,0.493,-0.589,1.715,-2.843,-4.311,2.881,-0.738,0.255,1.158,1.14,6.191,-2.312,5.019,2.184,3.084,1.296,1.578,0.569,-1.898,4.64,2.302,1.561,2.697,-2.728,-1.338,1.296,3.437,1.086,4.767,0.226,2.103,-0.378,-0.279,3.965,-0.914,4.571,2.696,-0.615,3.406,-1.804,-0.598,-0.682,-1.06,2.786,-1.882,-1.141,0.605,-1.343,1.226,0.385,3.23,5.028,-1.987,0.951,2.852,1.925,0.62,-0.164,4.192,0.501,-1.448,5.829,0.9,3.148,2.568,9.411,-0.051,5.115,-1.25,0.854,-0.432,0.246,-0.565,-0.498,-2.611,1.761,4.538,-0.661,2.457,1.907,1.924,-0.366,1.466,2.437,0.256,4.507,-0.533,4.662,4.479,-2.691,-1.554,-0.285,-0.037,-0.305,-1.669,-1.05,-0.253,3.908,-2.653,4.567,2.245,-2.469,-0.88,4.656,3.385,-0.812,2.554,6.025,2.453,-2.619,9.103,22.558,10.987,11.432,9.945,16.454,13.404],"base_top":[[248058,22.558],[40,19.803],[760,17.364],[3928,16.953],[22916,16.503],[248068,16.454],[12189,15.736],[2665,15.579],[27,15.554],[45,15.514]]},"positions":{"tokens":[248058,198,27,1628,28,12034,22966,29,198,27,15704,28,3892,29,198,2117,273,62,21,23,23,198,510,15704,29,198,27,15704,28,12662,29,198,12,16,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","events","_before",">","\n","<","parameter","=","stream",">","\n","map","le","_","6","8","8","\n","</","parameter",">","\n","<","parameter","=","timestamp",">","\n","-","1","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[1.3942,0.861,-1.4022,-0.8423,-1.9033,0.7926,0.1191,0.0346,0.0895,-0.5711,-0.0321],[-3.6204,0.7359,7.3193,14.6934,-0.7009,-1.4782,1.6728,-0.8129,0.0311,-0.4994,-0.4492],[-4.0193,-0.5172,11.6497,19.0656,-1.5465,-1.1921,-0.2077,-0.2895,0.1096,-0.6857,-0.0824],[-1.0592,-0.8315,11.0487,17.6173,-2.17,-0.1209,0.6848,-1.0683,-0.1029,-0.6438,-0.1324],[-1.0928,-1.5998,10.3367,18.5234,-1.9622,-1.0221,-1.7996,-0.6534,0.0775,-0.362,0.5649],[-0.821,-2.0135,12.9247,17.9404,-0.6609,-1.792,-0.5517,-1.1903,0.0992,-0.6639,-0.0838],[-2.5555,-1.3418,11.1592,20.3458,-0.159,-1.3983,-0.7919,-1.2928,-0.0985,-1.4551,0.1961],[-3.8978,-1.1368,9.4196,20.5194,-0.7618,-2.2991,1.3891,-1.0378,0.0133,-1.4615,0.1363],[-5.026,-0.3823,9.6807,21.9551,-2.3351,-2.466,2.341,-0.4359,-0.0657,-1.1775,-0.1969],[-4.633,-0.7756,11.5174,18.3095,-1.6622,-1.7804,0.8577,-0.2226,-0.2098,-1.1956,-0.1431],[-0.9848,-0.6812,10.0162,17.6309,-2.8705,-1.3385,3.4699,-0.6534,-0.3521,-0.96,-0.1159],[-1.7238,-1.563,10.1933,19.1365,-3.0817,-2.0593,-0.7651,-0.5527,-0.2747,-1.2761,0.5615],[-1.6906,-1.8434,12.5497,17.1786,-2.0669,-2.5627,0.1543,-1.1259,-0.141,-1.4451,0.0994],[-4.2361,-2.9159,12.2024,22.842,-2.8525,-2.7322,1.686,-0.6775,-0.158,-1.5964,0.2639],[-3.7061,-1.5599,15.1696,20.7002,-3.1123,-1.2454,3.2707,-0.4128,0.1716,-1.4176,0.1812],[-1.7697,-1.8049,18.5686,17.3957,-1.0419,-1.7172,0.6501,-0.7318,0.1945,-1.3925,0.2373],[-2.4524,-1.3647,13.2663,20.2965,-0.1422,-0.6243,-0.2836,-1.2955,0.2842,-1.563,0.3632],[-3.8064,-1.2158,12.9382,22.7118,-1.6778,-1.0389,1.0485,-1.2823,0.1586,-1.3938,0.2046],[-2.189,-2.0186,16.722,21.7738,-2.1323,-1.892,-0.5158,-0.8703,0.0425,-1.5829,-0.3153],[-3.3583,-2.5647,13.1404,20.5086,-0.6283,-1.5598,-0.2658,-1.6338,-0.1918,-1.8243,-0.3258],[-3.0761,-1.7121,12.6787,21.5404,-0.2018,-1.2436,1.2653,-1.5261,0.053,-1.6071,-0.3312],[-4.2656,-1.6671,11.6101,22.7007,-1.2382,-2.2985,1.686,-0.6714,0.1519,-1.3821,-0.1934],[-4.8733,-1.2492,13.1299,20.6007,-2.2862,-1.8018,1.3899,-0.4312,0.1108,-1.2481,-0.6363],[-2.8099,0.3569,10.8448,16.0718,-1.7875,-1.2858,1.2415,-0.3312,-0.0668,-0.5339,-0.5346],[-4.4644,0.5547,10.5389,20.8522,-1.4612,-3.5397,1.7028,-0.8811,0.143,-1.1265,-0.1005],[-2.0625,-0.59,11.9007,20.9055,-1.2338,-0.785,3.2079,-0.3846,0.2323,-1.0986,-0.2716],[-3.8123,0.1776,10.8856,17.6667,-1.8055,-2.052,0.9401,-0.3793,-0.1228,-1.0344,-0.3542],[-0.7045,0.4673,10.36,16.3834,-2.5213,-1.5028,3.3392,-0.3258,-0.0818,-0.7611,-0.2335],[-1.8419,-0.3554,10.3508,18.4046,-3.4937,-2.4381,-0.3508,-0.4016,-0.1892,-1.059,0.4037],[-1.227,-0.3229,12.5887,17.2879,-2.555,-3.1195,0.153,-1.1368,-0.1051,-1.2216,-0.1148],[-1.715,0.2302,9.2309,19.2247,-1.0014,-2.5588,0.9815,-0.8277,-0.0879,-1.198,0.0286],[0.2398,0.7177,10.3195,16.9195,-1.7488,-1.3933,2.7984,-0.1936,-0.0506,-0.9629,-0.2245],[1.0118,1.1129,12.7388,11.7546,-0.1618,-0.934,0.7587,0.2992,0.1771,-0.7682,-0.2153],[0.435,-0.4314,11.9516,14.1589,0.2691,-0.3304,-0.0629,-0.415,0.1118,-1.0399,-0.6023],[-1.3508,0.389,9.9977,15.2974,-0.327,-1.3048,0.5317,-0.5158,-0.1359,-1.2936,-0.533],[-2.1201,-0.2439,12.101,17.4293,-1.2536,-1.4283,0.5415,-0.2176,0.3099,-1.0905,-0.9396],[-1.8607,0.3172,11.2598,16.4736,-1.8114,-0.9202,1.2873,-0.4185,0.1347,-0.5367,-0.6476],[-2.7992,0.3361,9.2993,20.4228,-0.8893,-3.0671,0.1252,-0.7433,0.0196,-1.3108,-0.1558],[-1.3964,-0.8476,10.5266,20.6607,-1.3435,-1.2879,2.1091,-0.3868,-0.0593,-1.2601,-0.1875],[-2.8789,0.4268,10.3726,16.6482,-1.2097,-0.6147,-0.0142,-0.6796,-0.2335,-1.362,-0.2518],[-0.2716,-0.2596,10.5174,17.3825,-2.2618,-0.8543,2.4479,-0.3555,-0.1933,-0.8834,-0.3364],[-1.1505,-1.4603,11.3592,19.5734,-2.5087,-2.0887,-1.1853,-0.3594,-0.2525,-1.2008,0.2856],[-0.5658,-1.5926,13.4109,19.4494,-1.5456,-2.4414,-0.2541,-1.0114,-0.1791,-1.458,-0.4399],[-3.3909,-1.8247,11.4626,22.1683,-0.591,-2.0707,0.1968,-0.9332,-0.1205,-1.5354,0.1556],[-3.3107,-1.2889,12.5621,19.8477,-1.9552,-1.489,1.7634,-0.2899,-0.2149,-1.2697,-0.0937],[-1.5955,-1.3437,16.1185,15.7949,-0.517,-1.513,-0.8478,-0.5265,-0.2108,-1.2839,-0.208],[-3.9723,-0.7693,10.4338,21.9287,-0.8854,-1.3768,1.2869,-0.558,0.0708,-1.3892,-0.2286],[-4.1449,-0.9801,12.1486,18.5863,-1.7138,-0.5475,1.4925,-0.6376,0.1677,-1.2713,-0.6454],[-3.1949,-0.4848,11.5223,16.4597,-1.5461,-0.2091,1.6417,-0.6124,0.0387,-0.5896,-0.6509],[-3.5431,0.3965,9.0647,21.2767,-0.5098,-2.3651,0.6455,-0.7032,0.2235,-1.0465,-0.1481],[-2.502,0.1497,9.7433,20.4042,-1.0912,-1.4175,1.6993,-0.1268,0.1245,-1.0384,-0.2793],[-3.9726,1.0124,10.1339,16.7935,-0.5095,-0.8024,0.0465,-0.455,-0.1578,-0.9492,-0.2045],[-3.7623,0.1975,10.2287,16.8213,-1.5496,-0.4847,-0.7371,-0.6845,-0.0162,-0.9963,-0.3051],[-4.3749,0.0809,6.2284,13.433,-0.484,-2.325,1.8881,-1.1617,0.0679,-0.793,-0.1337],[-2.929,-2.4094,9.99,17.3542,-0.8459,-0.8228,2.6062,0.1514,0.3272,-0.857,-0.097],[-3.5214,0.022,8.4796,12.4643,-1.7528,-1.0856,-0.9544,-0.8884,-0.0811,-1.1056,0.1246],[-2.8525,0.3636,8.7564,13.2315,-2.0154,-0.5513,-1.1696,-1.1694,-0.0685,-1.5512,0.1214]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=events_before>\n<parameter=stream>\nmaple_688\n</parameter>\n<parameter=timestamp>\n-1\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"final-611406-0197","set":"final","cohort":"valid_call","family":"edge_mutation","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_59976 {\"p_1_13\": \"spruce_232\", \"p_2_39\": \"035\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_786, reference 023. These are not inputs to this request.\nThe operation I need is: remove a directed edge.\nOrigin vertex: \"spruce_232\". Target vertex: \"035\".","tools":[{"function":{"description":"Remove a directed edge. Inert synthetic operation.","name":"fx_59976","parameters":{"additionalProperties":false,"properties":{"p_1_13":{"description":"Origin vertex","type":"string"},"p_2_39":{"description":"Target vertex","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_13","p_2_39"],"type":"object"}},"type":"function"},{"function":{"description":"Create a directed edge. Inert synthetic operation.","name":"fx_37002","parameters":{"additionalProperties":false,"properties":{"p_1_13":{"description":"Origin vertex","type":"string"},"p_2_39":{"description":"Target vertex","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_13","p_2_39"],"type":"object"}},"type":"function"}],"prompt_tokens":634,"decision":{"rms":0.4051680501998374,"sumsq":168.0999924764037,"hb":[0.0251,0.00651,-2.18613,0.28451,-1.68143,0.05044,-0.68592],"lse":23.239981480999166,"logits":[12.264,12.512,10.155,10.243,10.107,10.259,6.386,6.617,10.248,10.028,9.3,16.541,10.805,9.25,13.866,9.336,8.89,12.674,11.162,9.395,19.509,9.474,9.827,12.584,13.211,10.643,10.046,8.45,10.959,8.845,9.758,14.101,13.273,8.293,12.271,11.822,9.389,10.877,8.769,9.194,11.881,8.251,7.385,11.99,2.539,6.743,-1.672,10.602,4.818,12.169,5.101,8.342,8.164,7.448,8.119,6.152,7.988,12.644,9.898,6.005,7.294,12.607,5.076,9.002,8.881,12.446,5.246,9.113,2.854,16.716,7.888,6.413,7.449,-1.085,9.078,1.509,9.079,5.841,7.625,7.18,8.948,9.85,7.459,7.652,10.029,5.866,7.386,3.908,8.967,12.654,1.938,3.468,13.086,12.746,2.626,5.136,10.798,-2.859,4.786,3.413,5.918,6.655,-0.884,6.805,0.016,12.288,8.55,4.559,7.581,10.084,6.263,9.404,5.353,6.347,7.19,10.313,14.522,2.731,6.021,6.767,11.603,9.111,11.783,12.826,11.589,10.54,2.881,10.389,7.871,9.154,1.069,4.693,3.652,5.946,13.373,6.371,4.074,11.288,4.953,8.446,7.714,12.043,11.024,4.377,-1.121,6.644,10.158,1.111,14.424,2.77,-0.996,8.174,7.201,6.047,4.712,7.984,5.533,8.602,7.863,9.315,6.35,4.005,8.029,-1.331,6.883,4.569,9.157,7.416,-5.995,9.449,10.317,10.483,11.152,8.242,8.978,4.998,6.078,7.498,10.024,7.777,5.817,3.75,9.938,4.187,7.676,14.151,5.348,11.253,-2.212,9.361,9.351,3.825,8.824,13.47,3.336,2.308,8.718,9.326,7.753,3.091,8.019,12.868,5.521,3.535,11.72,7.139,7.977,5.629,4.807,9.827,1.982,9.206,13.07,2.318,6.344,4.36,-5.037,0.013,5.749,5.253,5.916,7.474,6.691,3.802,-0.911,7.763,7.071,4.098,1.558,3.154,8.491,-1.237,2.141,4.424,7.751,10.856,3.326,8.273,5.429,7.808,6.478,3.81,3.34,4.485,5.837,12.178,0.674,-4.327,6.72,8.743,-0.92,11.258,7.927,7.382,3.964,-2.827,11.595,11.847,6.952,10.246,8.399,10.537,6.236,0.629,5.902,5.719,10.336,9.38,5.578,14.041,0.597,3.34,0.311,-0.088,2.224,7.216,6.413,6.468,7.037,-1.23,8.655,9.115,1.163,5.072,2.692,8.907,-0.162,6.562,12.132,9.886,7.071,6.34,9.329,7.724,7.609,9.73,9.524,10.448,12.647,9.255,9.771,4.717,4.37,7.613,4.141,4.089,3.524,9.714,1.731,9.137,7.51,4.477,11.409,4.073,-1.323,-4.114,7.243,7.5,-5.903,-0.254,4.619,8.329,7.711,6.828,8.735,9.846,-3.081,-3.776,5.611,9.349,12.776,8.383,2.666,8.936,12.268,6.107,7.746,1.43,2.754,5.924,-2.533,11.281,11.665,12.603,9.203,3.973,7.928,2.802,6.655,1.563,8.113,4.369,-1.823,5.035,9.28,11.543,6.254,9.07,8.713,9.747,0.671,4.53,-1.2,-0.055,9.993,10.017,11.944,4.724,4.097,3.136,9.099,11.215,0.91,4.059,8.958,4.958,3.358,8.688,7.022,12.042,4.111,-4.332,12.717,5.309,8.694,6.9,1.292,3.138,7.195,10.416,4.187,9.516,3.633,9.387,-0.472,9.064,7.379,2.102,1.095,2.246,4.689,-2.312,5.069,1.86,11.027,1.947,8.27,9.862,-2.468,2.15,10.586,7.397,0.178,4.765,7.784,8.279,-2.407,11.67,6.636,8.381,6.678,9.553,1.766,6.014,9.306,9.444,3.692,2.105,11.03,-2.08,12.802,8.257,3.997,4.802,1.782,5.434,8.56,5.982,10.735,10.193,8.127,5.503,6.105,4.851,2.64,3.48,9.363,-0.783,10.386,0.76,6.449,-0.607,10.366,-2.137,4.784,2.147,8.88,4.959,4.837,-0.928,3.238,8.895,9.746,5.04,7.867,3.509,-0.492,2.392,6.842,8.566,6.902,12.021,5.732,-0.396,3.411,2.768,0.079,6.783,5.617,3.637,5.803,5.211,8.145,-1.112,5.028,9.128,-1.005,7.65,14.555,8.923,5.967,4.916,6.484,7.847,5.349,5.306,10.725,1.463,6.922,0.28,5.743,-0.512,2.431,5.747,1.666,3.793,-0.355,3.8,9.765,13.251,1.626,7.576,0.978,3.188,7.035,3.435,5.641,11.546,4.222,5.633,8.195,2.562,2.638,-1.182,4.921,5.126,-0.522,-1.14,0.154,5.267,5.128,5.537,3.083,5.686,5.364,4.976,7.981,2.942,3.777,5.514,3.804,0.972,0.22,9.367,1.22,6.699,10.163,5.237,3.957,7.018,1.937,6.571,-2.61,2.404,7.338,9.961,6.536,10.834,1.836,8.018,7.174,5.822,-0.711,3.153,7.135,8.885,5.273,0.632,9.954,3.943,-1.463,4.16,4.628,8.388,2.058,3.312,-2.725,4.1,5.88,1.587,2.741,7.538,7.46,0.109,4.385,0.701,5.971,0.431,10.255,-1.345,9.598,8.819,-1.408,4.858,8.84,-2.459,3.619,2.043,5.105,13.346,0.769,6.038,7.25,5.447,10.404,10.076,0.377,-1.02,-3.213,1.457,7.063,8.039,6.662,6.764,-1.178,7.211,3.181,8.478,3.844,6.206,10.116,4.636,3.649,1.79,4.821,11.151,4.415,7.404,-2.21,4.977,4.706,1.469,4.388,2.039,6.809,11.513,6.46,1.187,0.863,4.927,9.413,-1.019,5.505,5.125,5.664,6.702,5.912,-2.723,1.078,2.856,-1.299,0.859,9.22,5.937,-4.994,1.209,-2.393,9.263,-0.684,3.616,9.146,6.529,4.897,11.801,1.609,6.11,6.18,-2.282,5.933,7.998,-3.58,-1.6,2.318,6.522,-0.098,5.618,7.449,6.708,1.15,3.281,3.903,2.182,5.332,9.877,1.793,3.756,-0.552,9.275,5.471,6.753,3.906,5.82,9.571,5.714,3.22,5.514,2.804,2.72,6.285,1.279,4.798,1.467,0.316,-0.187,12.415,-0.15,4.805,3.094,-1.931,6.913,7.42,-2.003,5.993,10.553,1.345,1.456,3.003,5.624,5.161,1.911,2.747,2.415,3.085,3.045,0.03,7.381,0.01,9.696,7.699,4.412,4.315,-0.65,3.997,5.312,1.151,6.947,6.783,1.763,12.461,2.173,2.886,4.205,5.273,4.513,7.017,3.858,0.1,2.417,5.138,0.485,-1.568,8.401,-1.473,0.959,6.347,3.543,-2.502,3.16,6.864,1.611,3.044,-3.275,1.8,8.132,4.544,2.79,0.986,1.939,-0.653,2.776,-0.608,-3.32,4.899,5.715,0.619,-1.632,1.822,7.524,0.745,6.232,11.334,-3.137,4.416,5.031,3.881,4.269,8.685,-1.111,3.435,2.327,8.287,1.553,0.214,4.602,0.896,0.997,-0.215,0.463,1.39,1.16,1.77,4.713,-0.868,5.645,3.143,1.851,-1.809,-0.193,-2.067,3.107,2.449,1.995,4.744,0.265,4.172,1.006,6.126,1.672,0.832,1.664,1.646,1.256,1.537,3.441,3.004,4.313,0.054,2.713,-0.069,2.882,0.232,-3.345,1.759,1.354,0.254,1.008,0.792,-0.1,0.765,11.732,8.834,2.929,3.833,3.319,2.014,2.424,0.408,-1.712,3.872,1.825,-2.211,0.616,-0.154,-4.712,3.956,0.65,2.861,-0.622,3.513,-0.991,-2.391,4.366,-1.944,-1.786,-0.007,1.375,0.98,-1.359,0.419,-1.188,2.426,2.463,-0.672,-0.136,-0.344,-1.106,1.427,2.037,0.484,0.141,-3.387,-0.736,-1.325,0.342,2.282,2.343,3.092,3.72,-2.874,-1.39,4.847,3.194,-0.25,1.197,3.237,5.029,1.542,-2.349,1.17,0.655,1.529,4.083,-0.958,2.389,1.1,4.962,2.328,2.639,4.467,3.886,0.097,4.536,-0.762,0.599,1.51,-1.006,5.32,2.136,0.508,2.34,-3.047,-1.158,4.436,0.875,0.693,1.4,2.501,3.286,-0.174,5.694,-0.134,3.101,1.319,0.056,1.187,-0.81,4.362,1.057,0.886,2.466,-1.893,-0.145,3.188,5.094,-0.019,3.982,1.595,3.725,1.938,0.168,3.954,4.31,3.153,1.592,0.085,2.537,-2.425,-1.205,0.36,-4.693,1.767,-1.487,0.387,-2.038,0.884,0.899,-0.096,5.707,3.332,-0.645,3.687,0.975,-0.107,-0.053,1.465,5.032,2.165,-1.889,4.886,1.703,3.184,3.748,4.62,0.294,4.138,-2.738,3.06,-0.919,-0.756,0.308,-3.445,-0.422,2.119,2.655,0.282,4.886,5.18,4.332,-0.148,3.954,1.858,0.68,6.001,1.912,4.355,4.196,-1.32,-2.321,-0.353,0.778,-2.16,-0.352,-0.605,-0.245,1.408,-1.824,0.616,1.198,-0.867,-0.734,3.186,3.249,0.764,1.418,3.571,1.237,-3.209,10.318,23.208,11.032,11.958,11.518,15.037,13.036],"base_top":[[248058,23.208],[40,19.509],[760,16.716],[27,16.541],[248068,15.037],[27775,14.555],[1919,14.522],[2665,14.424],[3928,14.151],[58,14.101]]},"positions":{"tokens":[248058,198,27,1628,28,8040,62,20,24,24,22,21,29,198,27,15704,16874,62,16,62,16,18,29,198,49931,10208,62,17,18,17,198,510,15704,29,198,27,15704,16874,62,17,62,18,24,29,198,15,18,20,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fx","_","5","9","9","7","6",">","\n","<","parameter","=p","_","1","_","1","3",">","\n","spr","uce","_","2","3","2","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","3","9",">","\n","0","3","5","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.6773,-1.022,-0.413,-1.0125,-0.8885,0.5433,-0.1388,-0.0385,0.1613,-0.9451,0.0723],[-4.2839,0.4584,7.5135,15.1331,-0.9799,-1.7351,1.8835,-0.9078,0.1273,-0.6668,-0.3449],[-4.0746,-0.6701,10.8064,17.9501,-0.9056,-0.954,0.1325,-0.4377,0.0868,-0.9848,-0.1995],[-2.0249,-1.6396,10.1225,16.3696,-1.5854,-0.7082,1.52,-1.0111,0.0748,-0.8511,-0.0456],[-2.3054,-2.0545,10.4662,16.0785,-2.1205,-0.7419,-1.01,-0.7151,0.3814,-1.1505,0.5874],[-1.793,-1.4646,14.0122,16.3864,-0.8648,-1.1095,-0.9047,-1.1505,0.5391,-1.646,0.0148],[-2.5792,-1.1851,12.3578,21.3118,-2.7642,-0.0774,-0.9735,-1.3736,0.1936,-1.5082,0.0864],[-1.6288,-1.6287,16.1863,20.1273,-2.6409,-1.3568,-2.235,-1.0693,0.1312,-1.8203,-0.4779],[-2.4814,-2.2304,13.8798,19.2586,-1.1546,-2.7226,-0.7252,-1.4807,-0.16,-1.4235,-0.5235],[-2.8026,-2.9253,12.8645,18.748,-1.0175,-2.1655,-1.2777,-1.1475,-0.1331,-1.2921,-0.3009],[-3.387,-1.9923,12.8871,20.112,-0.0928,-1.4692,-0.8605,-1.4047,-0.131,-1.2645,-0.5203],[-2.8319,-1.1273,11.5147,20.7846,-0.7622,-2.4527,0.3063,-1.5808,0.197,-1.2138,-0.272],[-4.576,-1.815,10.3899,22.5963,-1.1448,-1.9491,1.2841,-0.7227,0.089,-1.1731,-0.1667],[-3.9757,-1.0949,10.8693,20.6943,-1.6651,-1.2002,1.9682,-0.0993,0.1901,-1.1055,-0.4721],[-4.3235,-0.6487,10.8821,18.1006,-1.6501,-1.3996,0.264,-0.3583,-0.252,-1.0384,-0.3796],[-1.4675,-1.0647,10.0213,17.6327,-2.3965,-1.3389,3.1918,-0.4148,-0.0335,-0.9488,-0.5739],[-1.6732,-1.9958,9.6984,19.923,-2.7218,-0.9585,-1.1803,-0.7735,0.1041,-1.1292,-0.0125],[-3.6302,-1.5162,10.9774,22.2465,-3.4221,-0.7857,0.9875,-1.0646,0.2585,-1.3984,-0.2276],[-2.7421,-2.2448,14.2943,22.3882,-3.1155,-0.7088,0.008,-0.3405,0.1191,-1.5045,-0.6239],[-4.3816,-2.3855,11.1089,22.9128,-2.584,-0.6331,0.5475,-1.1345,0.1085,-2.0016,-0.0771],[-3.4196,-3.187,14.8872,21.8,-2.3451,-0.7223,-0.5688,-0.5228,0.1198,-1.4788,-0.4449],[-4.0644,-2.1732,11.5469,22.4057,-1.8479,-2.5562,0.6783,-1.0644,0.0113,-1.8372,-0.2726],[-4.4462,-1.8296,13.3789,22.4948,-1.7091,-2.0236,1.1628,-0.5118,0.2139,-1.674,0.015],[-3.0813,-1.4199,16.7105,20.6332,-3.9086,-0.3292,2.49,-0.1203,0.554,-1.5049,-0.2646],[-0.4997,-1.4379,19.7564,15.7892,-1.7789,-0.318,-0.8803,-0.3359,0.4654,-1.5174,-0.2013],[-2.8346,-1.3403,13.7556,19.1862,-1.3513,-0.0148,0.8652,-1.2042,0.0526,-1.1818,0.1229],[-3.4951,-0.4907,12.6746,21.5426,-1.7828,1.0213,1.5897,-1.4883,0.364,-1.693,0.0455],[-1.9188,-1.4565,16.346,19.3341,-1.4111,0.8215,0.0238,-0.8435,0.3594,-1.5566,-0.624],[-3.8091,-2.0843,13.9295,21.0971,-0.1322,-2.0906,0.1516,-1.2169,0.0283,-1.7202,-0.3909],[-3.5508,-1.6909,13.1401,21.7933,-0.9786,-0.7796,1.0012,-1.1795,0.3159,-1.6032,-0.3601],[-3.2648,-1.1516,12.4253,21.4764,-1.7673,-0.9232,0.9673,-0.7148,0.2273,-1.5433,-0.2645],[-4.247,-1.2511,12.6323,19.5697,-1.8922,-0.9637,1.3289,-0.6883,0.2668,-1.4363,-0.7805],[-2.7706,0.0347,10.84,16.4183,-2.1363,-0.8757,1.4631,-0.5293,0.048,-0.781,-0.6461],[-4.9949,-0.2148,9.0597,21.6688,-1.0525,-3.0814,1.5205,-1.0361,0.1684,-1.2032,-0.3126],[-2.2963,-0.8842,11.545,21.5414,-2.5749,0.6061,1.8936,-0.3531,0.0922,-1.496,-0.2442],[-5.3357,-0.1243,11.6596,19.6274,-2.0107,-0.8176,0.3537,-0.3585,-0.2451,-1.0518,-0.4716],[-1.8379,-0.7079,11.0505,19.2353,-2.9629,-1.0939,2.6726,-0.7639,-0.0244,-0.7605,-0.5528],[-2.1968,-1.7013,9.6257,20.6828,-3.0982,-0.9825,-0.5528,-0.7952,0.0135,-1.2191,-0.0075],[-3.82,-1.3629,10.615,21.6254,-3.0535,-1.1801,0.8758,-1.1899,0.2816,-1.417,-0.1931],[-3.1867,-2.5819,14.1668,21.809,-2.7191,-0.701,0.1152,-0.7173,0.1986,-1.4707,-0.6573],[-4.5136,-2.1528,10.8649,22.5367,-2.4445,-1.0441,0.8747,-1.4538,0.102,-1.9117,-0.0165],[-3.5784,-3.2606,14.3321,20.5423,-2.6554,-2.3564,-0.3474,-1.088,-0.0315,-1.9278,-0.5326],[-3.4748,-2.5098,12.4265,21.2428,-0.9542,-2.1736,0.0866,-1.1118,-0.0137,-1.4868,-0.3804],[-3.7927,-1.1428,12.8772,22.7085,-2.1017,-1.9256,0.6361,-0.8826,0.182,-1.2359,-0.0909],[-2.5724,-0.3679,14.6248,21.5515,-3.8527,-0.1914,1.6362,-0.4104,0.2855,-1.1092,-0.2251],[-1.4833,-0.7133,18.8731,18.5257,-2.7781,-0.3471,-1.7477,-0.3934,0.2216,-1.3493,-0.3167],[-4.0842,-1.634,15.2488,21.933,-1.1958,-1.9224,-0.1416,-0.8043,0.2462,-1.4696,-0.407],[-3.0004,-1.4378,14.2308,22.532,-1.1692,-2.1134,-1.261,-1.0545,0.3105,-1.4316,-0.5116],[-3.3423,-1.2852,11.2956,22.0603,-1.4196,-1.8961,1.011,-0.4909,0.1911,-1.4451,-0.2382],[-3.4834,-1.3652,12.2679,19.3884,-1.9041,-0.4225,1.1383,-0.4878,0.294,-1.4153,-0.6273],[-2.4569,0.271,11.3398,16.5391,-1.5513,-0.6047,1.2234,-0.7238,0.1565,-0.6225,-0.595],[-2.9541,0.4755,8.1242,19.933,-1.0071,-2.1138,0.8037,-0.8253,0.2449,-1.1603,-0.0957],[-1.4732,-0.5197,9.5696,20.5383,-1.3398,-0.4524,1.1781,-0.1954,-0.0042,-1.2206,-0.4093],[-3.3526,0.5223,9.6821,16.2616,-0.8059,-0.2975,0.1278,-0.7184,-0.0751,-1.2426,-0.3647],[-3.6142,-0.2261,10.4147,17.8101,-1.8292,-0.7579,-0.4528,-0.9274,0.2182,-1.1827,-0.3523],[-4.6136,0.0933,6.064,13.7598,-0.6582,-1.3536,2.1278,-1.0322,0.1982,-0.7449,-0.1049],[-3.6223,-2.1383,9.2728,17.5179,-1.607,-0.5582,3.0459,0.1103,0.1569,-0.8157,-0.1414],[-4.6138,-0.4752,8.1896,12.8144,-1.8316,-1.1888,-0.2107,-0.5617,-0.1337,-0.9667,0.108],[-3.5507,-0.7508,9.8222,13.4355,-2.1042,-0.7879,-1.9235,-0.8669,-0.1099,-1.6041,0.0434]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_59976>\n<parameter=p_1_13>\nspruce_232\n</parameter>\n<parameter=p_2_39>\n035\n</parameter>\n</function>\n</tool_call>","n_tokens":59,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=fx_59976>\n<parameter=p_1_13>\nspruce_232\n</parameter>\n<parameter=p_2_39>\n035\n</parameter>\n</function>\n</tool_call>","n_tokens":59,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_59976>\n<parameter=p_1_13>\nspruce_232\n</parameter>\n<parameter=p_2_39>\n035\n</parameter>\n</function>\n</tool_call>","n_tokens":59,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0082","set":"final","cohort":"no_tool","family":"key_value_inverse","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to retrieve a key given a value. Do not access or change stored data.\nKey or value to look up: \"birch_309\". Table identifier: \"spruce_508\".\nUnrelated archived note: cedar_259, reference 084. These are not inputs to this request.","tools":[{"function":{"description":"Retrieve a value given a key. Inert synthetic operation.","name":"lookup_value","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"query":{"description":"Key or value to look up","type":"string"},"table":{"description":"Table identifier","type":"string"}},"required":["table","query"],"type":"object"}},"type":"function"},{"function":{"description":"Retrieve a key given a value. Inert synthetic operation.","name":"lookup_key","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"query":{"description":"Key or value to look up","type":"string"},"table":{"description":"Table identifier","type":"string"}},"required":["table","query"],"type":"object"}},"type":"function"}],"prompt_tokens":619,"decision":{"rms":0.3445424464058633,"sumsq":121.55750131234527,"hb":[-0.07061,-0.08572,-1.26579,0.1566,-0.81389,0.23397,-0.40108],"lse":21.742207664701144,"logits":[14.675,13.48,12.03,12.333,11.455,11.005,7.6,9.605,9.325,11.639,8.595,15.652,12.694,10.036,12.082,11.01,7.94,8.802,8.759,10.479,19.899,8.901,9.621,14.117,11.063,11.443,12.578,8.401,12.703,8.407,8.024,12.871,14.656,8.896,10.812,8.861,9.252,11.095,7.843,8.582,12.908,7.839,7.028,12.227,5.866,6.02,4.396,10.679,6.443,13.865,4.387,8.176,8.048,9.177,8.59,6.446,8.906,10.576,10.19,6.235,7.648,15.227,2.071,6.63,8.14,11.228,8.187,13.945,1.773,17.442,13.275,10.953,7.444,1.451,11.928,1.768,10.456,6.473,10.35,13.007,8.756,10.208,9.93,9.16,10.647,7.62,8.7,2.711,10.457,12.34,-0.689,6.917,19.197,9.975,8.945,6.51,12.489,-5.705,1.054,5.141,7.635,7.824,1.124,11.259,1.873,14.577,11.384,2.713,7.439,10.929,7.95,10.508,6.627,6.075,8.155,11.135,17.382,8.025,6.452,10.431,12.687,9.855,13.919,15.154,16.301,13.112,4.077,9.49,6.773,8.069,4.559,10.427,4.66,8.05,9.004,8.522,6.553,14.204,4.202,8.237,8.872,15.825,14.954,6.321,2.185,9.097,13.646,-2.484,17.011,1.613,-2.635,9.106,8.359,8.748,4.94,11.868,8.309,8.672,7.995,9.49,8.805,4.609,10.531,-1.216,7.716,4.331,9.149,6.569,-6.129,9.361,12.549,13.293,14.385,6.549,6.967,9.071,11.696,7.776,11.804,7.865,7.842,4.29,6.526,3.035,7.556,16.392,4.939,10.834,0.631,11.179,9.945,5.69,14.564,11.09,7.879,6.755,8.749,15.128,7.483,4.057,8.512,13.436,6.974,1.763,12.435,8.867,13.173,7.846,3.341,11.244,4.091,14.996,15.049,2.636,9.959,5.5,-4.575,3.957,0.557,2.593,11.519,10.16,7.226,4.633,-0.071,6.623,7.746,4.923,0.567,3.911,10.12,-1.835,0.879,10.288,8.949,11.652,5.347,11.463,7.162,10.419,7.008,3.818,3.812,4.215,5.607,11.317,-2.131,-3.278,10.747,8.738,1.035,12.412,10.228,10.727,5.396,1.246,10.919,12.757,8.618,12.671,10.025,9.471,5.233,2.814,5.034,7.254,2.361,10.043,5.382,15.246,1.02,0.358,0.386,1.876,3.93,11.004,7.604,6.697,6.454,1.628,13.766,10.82,-0.308,8.58,5.254,8.185,-2.91,11.51,11.783,12.513,10.015,5.015,12.839,9.606,7.719,11.053,8.821,12.821,13.579,9.023,11.313,6.323,5.371,9.783,6.869,5.901,7.757,11.781,1.542,8.977,7.487,6.861,15.004,2.565,-3.934,-0.856,8.765,7.43,-1.56,0.266,2.438,8.194,8.309,5.315,6.055,11.187,-2.116,-3.009,9.423,9.804,16.652,9.555,4.042,11.654,13.878,4.013,9.228,2.172,2.983,5.819,1.279,11.239,14.081,12.518,6.615,4.543,11.137,7.874,6.409,6.052,13.424,5.829,-1.196,3.346,11.029,12.622,8.134,10.808,10.693,8.908,1.023,5.033,0.846,0.64,14.626,12.262,11.474,5.772,4.516,5.934,9.835,10.478,0.137,5.552,10.741,3.648,5.493,12.069,9.393,16.282,4.166,-3.722,14.282,2.194,8.364,4.485,2.289,3.789,11.144,14.485,2.09,12.866,5.931,13.203,-0.009,9.976,6.213,3.378,1.947,5.081,3.554,-2.418,4.8,3.439,10.052,-0.04,8.091,11.604,-2.328,4.678,9.353,9.004,2.341,4.614,9.753,9.104,-1.047,8.325,6.683,10.317,7.533,10.391,2.855,7.505,4.976,8.905,2.144,-0.527,14.27,-2.239,15.617,9.113,4.675,6.631,2.408,5.276,7.337,10.698,13.163,13.333,9.466,9.634,6.485,7.171,1.83,5.812,11.099,2.94,11.265,2.983,7.881,1.842,10.617,0.006,5.363,1.054,9.552,3.129,6.705,-0.732,1.0,12.703,11.422,6.498,10.983,2.33,0.652,1.132,6.253,7.049,7.106,13.196,6.44,-1.385,4.157,1.231,1.379,8.881,7.186,1.848,12.204,5.084,10.307,-0.571,7.246,12.154,-0.335,7.262,16.974,12.865,4.269,7.976,4.844,10.029,4.923,6.733,12.723,1.56,8.152,1.791,7.086,4.013,4.415,6.22,2.68,3.232,-0.662,4.376,8.837,13.989,3.965,10.743,0.915,7.376,10.36,4.014,9.391,13.698,6.655,6.098,8.327,1.561,0.343,0.135,5.993,7.121,2.528,-2.47,0.108,6.485,6.828,6.301,6.438,3.925,6.355,5.658,7.555,2.683,4.798,7.092,6.299,3.612,0.928,11.678,-0.989,7.896,12.899,10.022,4.558,3.945,2.611,5.15,1.644,-0.171,7.326,8.709,6.425,11.83,4.36,8.368,7.887,3.41,-1.501,3.113,8.749,11.981,9.144,4.574,8.252,3.946,1.852,4.054,6.852,10.241,0.593,7.55,-0.952,6.223,9.31,2.751,3.139,5.152,11.368,-0.223,5.585,1.253,7.091,1.456,9.139,-0.86,10.698,9.056,-3.794,4.423,9.842,1.378,5.415,1.264,7.033,13.375,5.533,6.529,7.239,3.032,12.446,10.801,-0.46,-2.692,-3.659,-0.042,8.187,12.848,7.396,7.51,-1.564,7.369,3.828,7.721,6.389,6.757,12.002,8.797,4.491,2.355,7.119,10.98,5.978,9.143,-2.188,5.155,4.871,0.805,4.107,4.023,7.049,11.982,6.57,-0.775,0.009,9.863,10.701,2.393,4.557,7.347,4.818,8.182,7.052,-5.694,7.39,2.994,-0.356,4.481,10.145,8.893,0.269,2.565,-0.542,13.245,0.029,5.932,9.047,6.002,8.354,10.824,1.437,6.288,7.45,1.835,5.665,13.737,-4.417,2.296,3.888,5.585,0.91,6.915,8.422,5.379,1.024,3.853,3.939,2.319,8.02,12.395,2.374,0.409,1.972,9.961,6.779,7.07,4.581,11.487,14.148,8.272,4.422,6.171,1.819,3.592,6.857,0.683,6.323,3.178,2.653,-1.264,11.981,-1.226,7.276,6.876,1.723,3.199,9.13,1.385,8.707,12.037,3.013,1.397,9.139,7.646,4.037,4.791,4.08,0.042,5.708,0.576,2.755,7.061,-0.569,8.053,7.195,5.213,4.715,2.037,2.183,4.734,2.407,8.684,10.045,0.89,11.263,4.404,5.423,3.751,5.402,3.158,10.277,2.693,2.79,2.435,8.477,0.564,0.193,10.465,2.125,1.195,5.236,1.852,-6.495,1.23,7.069,1.684,5.625,0.141,2.211,9.446,7.831,3.754,2.381,2.876,-0.872,2.5,0.942,-2.506,8.649,10.093,1.606,-1.5,4.555,6.055,-0.691,6.404,12.77,-4.72,6.342,5.538,3.03,5.83,8.328,-0.662,3.374,2.497,10.245,0.342,-0.206,3.669,1.345,-2.585,-4.232,1.081,0.105,0.273,3.465,4.559,-0.445,6.101,3.737,2.618,-1.09,-3.508,-2.485,0.397,2.635,1.675,2.085,-0.345,4.497,3.176,6.621,1.985,-0.409,-3.157,1.841,1.334,1.971,6.091,2.294,4.727,-2.05,3.486,4.181,-0.86,-1.282,-2.872,2.229,2.79,-1.002,0.516,1.245,-1.951,1.11,9.527,8.92,0.992,0.998,2.884,2.988,2.448,-0.648,-1.717,0.814,2.262,-0.083,0.495,0.122,-5.149,2.321,-2.149,2.299,-0.193,0.538,-1.351,-0.213,3.16,-0.021,-1.8,1.12,1.675,0.267,-1.895,-0.033,-1.262,0.72,0.66,0.894,1.414,1.187,-0.939,-0.891,5.645,1.755,-2.426,-0.662,-1.093,1.151,-0.572,1.648,2.779,3.834,1.746,-2.343,-5.165,5.744,3.316,1.417,1.272,1.73,2.626,-0.755,-0.821,0.152,-2.344,-2.291,5.571,-2.729,2.755,-0.085,4.294,1.505,1.197,4.173,3.901,0.646,5.713,-0.978,3.211,0.238,-0.52,3.439,3.585,-1.272,0.961,-2.859,-3.169,4.769,0.464,-1.076,2.021,2.785,3.285,0.837,5.747,2.088,2.754,2.037,2.321,1.848,-1.792,4.936,1.273,1.747,2.522,-2.479,-3.448,1.766,4.092,0.01,3.242,1.971,2.379,-0.333,-0.025,2.548,3.071,2.71,0.877,0.83,0.758,-3.178,-2.134,1.031,-1.839,6.458,-2.056,0.881,2.725,2.707,0.154,0.702,3.239,4.748,-1.68,1.439,3.667,0.701,0.442,-0.662,3.489,0.322,0.615,5.423,0.717,4.187,1.219,7.506,-0.247,5.566,-0.802,2.716,1.338,0.049,-1.061,-1.185,-3.459,5.895,3.253,1.275,4.248,2.249,2.495,0.191,1.538,3.994,2.226,3.468,1.069,4.323,6.101,-2.057,1.003,-0.369,-0.938,-0.628,0.18,0.723,-1.614,3.303,-2.739,4.693,1.381,-1.296,-1.698,2.05,3.864,3.5,3.289,2.583,2.213,-3.588,8.928,21.29,8.492,9.561,10.046,15.67,12.978],"base_top":[[248058,21.29],[40,19.899],[1206,19.197],[760,17.442],[1919,17.382],[2665,17.011],[27775,16.974],[12189,16.652],[3928,16.392],[2064,16.301]]},"positions":{"tokens":[248058,198,27,1628,28,20377,2997,29,198,27,15704,28,1938,29,198,49931,10208,62,20,15,23,198,510,15704,29,198,27,15704,76478,29,198,42404,329,62,18,15,24,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","lookup","_key",">","\n","<","parameter","=","table",">","\n","spr","uce","_","5","0","8","\n","</","parameter",">","\n","<","parameter","=query",">","\n","bir","ch","_","3","0","9","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.876,-0.8124,0.6147,0.8427,-1.3126,1.2087,0.6672,-0.1228,-0.0097,-0.9939,-0.1941],[-3.8387,-0.0833,8.175,15.5401,-1.5249,-1.4203,1.4019,-0.7302,0.0867,-0.6625,-0.324],[-4.1908,-0.8331,11.2263,18.1077,-1.7865,-0.3351,0.1744,-0.2294,0.0305,-0.6895,-0.1871],[-1.4183,-1.0036,11.3268,18.3897,-2.7919,-0.1539,1.0913,-0.8801,-0.0967,-0.578,-0.0102],[-1.4472,-0.7667,10.4014,18.8494,-2.3506,-0.3727,0.3424,-0.6286,-0.1193,-0.8643,0.5579],[-1.1668,-1.2321,13.4466,15.7005,-0.5784,-1.4023,1.0002,-0.797,0.0783,-0.9328,0.1192],[-2.3696,-0.7996,10.4064,19.1462,-0.6425,-0.6996,-0.4382,-1.2299,-0.1031,-1.5551,0.5162],[-4.5242,-0.8221,10.1261,21.685,-1.086,-1.6635,0.4602,-0.8688,-0.2217,-1.3018,0.4171],[-5.0042,0.0759,10.828,22.6088,-1.7065,-1.7059,1.267,-0.3464,-0.0432,-0.997,-0.161],[-4.9311,-0.5724,11.6358,18.3807,-1.5165,-1.2264,0.0191,-0.3689,-0.1841,-1.1501,-0.3332],[-0.4506,-0.9735,10.4599,17.2328,-2.1805,-0.5829,3.3813,-0.5324,-0.2924,-0.964,-0.126],[-1.1617,-0.9302,10.6846,18.7214,-2.0562,-1.8,-1.3007,-0.4831,-0.1575,-0.9507,0.3953],[-0.9152,-1.0584,13.0691,17.2016,-0.9216,-1.4529,-0.6471,-1.1496,-0.0794,-1.2128,-0.0736],[-3.7491,-1.7038,11.6958,22.7017,-2.7614,-2.1798,0.0757,-0.7225,-0.188,-1.458,0.2453],[-3.6098,-0.9948,17.1873,19.9942,-3.7718,-0.3925,1.0524,-0.2352,0.38,-1.5054,-0.1017],[-1.4242,-0.9745,20.8854,16.6237,-1.2089,-0.8744,-1.7784,-0.5427,0.2594,-1.517,-0.1053],[-2.9388,-1.2665,12.9015,19.4582,-0.5609,-0.2023,0.8022,-1.1696,-0.1675,-1.1961,0.2326],[-3.8085,-0.7379,12.8794,22.734,-1.3057,-0.6956,0.2736,-1.3869,0.2371,-1.6296,-0.127],[-2.2831,-1.8445,16.6848,22.0396,-2.1697,-1.9398,-1.4534,-0.8485,0.1017,-1.7446,-0.7084],[-3.3826,-0.911,12.7902,21.2808,-1.0475,-1.651,-0.7146,-1.7743,-0.2305,-1.6855,-0.4433],[-3.5544,-1.4358,12.5772,21.5742,-0.0799,-0.7136,2.034,-1.2773,0.1435,-1.7629,-0.1426],[-4.2841,-0.9808,12.7752,22.6944,-1.0629,-1.8356,1.2945,-0.6037,0.02,-1.6533,-0.0849],[-4.9919,-1.1385,13.082,21.0065,-1.7881,-1.5005,1.8146,-0.2318,0.0613,-1.3426,-0.4233],[-2.6143,0.4868,11.5283,16.9042,-2.2585,-1.1047,0.9699,-0.353,-0.061,-0.727,-0.5798],[-4.7678,-0.4902,10.1951,21.4169,-0.7058,-3.2683,1.0586,-0.8955,0.0733,-1.1963,-0.1309],[-2.9933,-1.5425,12.9053,22.6372,-1.2808,-0.5674,1.9079,-0.2352,0.008,-1.5447,-0.166],[-4.8329,-0.3454,11.0157,19.0026,-1.4585,-1.2687,0.0717,-0.4185,-0.236,-1.0842,-0.2868],[-1.3456,-1.0952,11.8004,19.1931,-2.034,-2.1329,2.3278,-0.4423,-0.1714,-0.9443,-0.0497],[-2.132,-0.8477,11.4405,19.4493,-2.3093,-2.6152,-0.8835,-0.5165,-0.1544,-1.266,0.4948],[-4.1204,-1.5267,13.1778,21.0443,-1.803,-1.6427,-0.2523,-0.8072,-0.1556,-1.7023,0.1792],[-3.2949,-1.2432,16.8866,18.1236,-2.5663,-1.1978,-0.1484,0.0593,0.1379,-1.328,-0.0823],[-1.0164,-1.1217,20.7032,12.7343,-0.7189,-1.5634,-3.2987,-0.1573,0.0274,-1.4013,-0.0549],[-3.5833,-1.8872,13.3785,20.4881,-1.5035,-0.4052,1.6399,-0.6235,0.0861,-1.4809,0.2868],[-4.046,-1.0445,12.4119,21.7317,-1.8219,-0.7304,1.239,-1.2574,0.1307,-1.859,-0.1293],[-2.8748,-2.1913,15.9739,20.279,-1.6319,-1.4381,-0.5599,-0.3657,0.0949,-1.7518,-0.7612],[-2.7382,-1.3132,12.7404,20.2842,-1.2557,-1.0412,-1.3946,-1.3221,-0.1085,-1.6548,-0.5032],[-3.5579,-2.3396,13.5269,20.7499,-0.4536,-2.1704,0.0264,-0.8689,-0.0052,-1.3874,-0.2782],[-3.0441,-0.7494,11.9176,21.2411,-0.5742,-1.733,0.5648,-0.4177,0.0292,-1.5082,-0.1323],[-3.7137,-0.5034,12.6555,19.2365,-0.9915,-1.2341,0.3899,-0.4053,0.1873,-1.3235,-0.5927],[-3.2241,0.2256,11.3747,17.5874,-1.4515,-0.6963,1.2187,-0.3407,0.092,-0.6381,-0.6126],[-2.8317,0.6842,8.7528,20.3643,-0.8172,-2.3768,0.0381,-0.8607,0.2088,-1.2505,0.0106],[-1.2854,-0.2162,9.9418,20.3017,-0.091,-0.0997,1.2985,-0.1201,-0.0535,-1.3701,-0.2694],[-2.7037,1.1659,9.7058,16.4047,-0.9971,-0.5785,-0.3407,-0.5284,-0.1774,-1.1756,-0.2384],[-3.55,0.1649,9.9102,16.716,-1.8275,-0.0402,-0.5996,-0.8797,0.0301,-1.2389,-0.2005],[-4.2891,-0.2172,5.8708,12.8954,-0.8311,-1.7866,2.0795,-1.2681,0.1679,-0.8983,-0.1891],[-2.9413,-1.863,11.6649,17.3408,-0.0375,-0.9219,2.1755,0.3167,0.3383,-1.0757,-0.3321],[-4.4536,0.2921,8.8941,12.6977,-1.5708,-0.9619,-0.0287,-0.9604,-0.1012,-1.2324,0.2407],[-2.7639,0.5377,8.486,12.4,-1.4557,-0.344,-1.3796,-0.9948,-0.02,-1.3047,0.0926]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=lookup_key>\n<parameter=table>\nspruce_508\n</parameter>\n<parameter=query>\nbirch_309\n</parameter>\n</function>\n</tool_call>","n_tokens":48,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"final-611406-0224","set":"final","cohort":"valid_call","family":"key_value_inverse","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> lookup_key {\"query\": \"064\", \"table\": \"maple_414\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: retrieve a key given a value.\nKey or value to look up: \"064\". Table identifier: \"maple_414\".\nUnrelated archived note: maple_292, reference 073. These are not inputs to this request.","tools":[{"function":{"description":"Retrieve a key given a value. Inert synthetic operation.","name":"lookup_key","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"query":{"description":"Key or value to look up","type":"string"},"table":{"description":"Table identifier","type":"string"}},"required":["table","query"],"type":"object"}},"type":"function"},{"function":{"description":"Retrieve a value given a key. Inert synthetic operation.","name":"lookup_value","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"query":{"description":"Key or value to look up","type":"string"},"table":{"description":"Table identifier","type":"string"}},"required":["table","query"],"type":"object"}},"type":"function"}],"prompt_tokens":599,"decision":{"rms":0.3558079207277793,"sumsq":129.63663508748868,"hb":[-0.03621,-0.11485,-1.61342,0.09371,-1.11072,0.13695,-0.50159],"lse":23.148239009730954,"logits":[14.334,12.436,14.284,12.61,11.002,10.512,9.298,8.659,10.366,12.153,10.667,16.252,11.733,9.69,13.504,10.572,8.608,10.061,10.687,10.111,20.205,8.584,10.313,14.306,12.913,11.698,11.085,8.817,12.439,8.41,8.467,14.502,14.085,8.196,11.116,9.563,9.382,10.925,8.985,10.076,13.59,8.473,6.972,13.576,4.749,6.437,0.874,10.54,5.797,14.48,4.089,8.583,7.63,9.519,8.845,5.442,9.759,12.823,10.259,6.959,9.128,13.066,2.564,7.73,9.451,12.776,7.853,11.19,1.494,17.984,11.042,9.184,8.062,0.127,7.277,2.819,10.78,6.87,9.154,10.687,8.904,9.953,9.311,8.199,9.985,6.098,8.815,3.367,8.907,13.392,1.319,5.167,16.431,12.171,7.058,6.364,11.612,-4.831,2.79,5.597,6.828,7.231,1.124,10.414,0.514,13.721,10.323,3.127,8.325,10.126,8.588,11.571,6.012,4.247,6.092,9.548,16.234,5.714,5.332,9.815,12.139,9.678,11.957,14.615,13.205,13.723,3.572,10.543,8.175,8.359,4.659,8.38,5.266,6.384,12.247,8.937,5.403,13.237,4.639,9.006,8.403,14.252,14.272,5.473,0.814,8.497,12.028,-1.054,16.865,2.304,-0.579,9.317,7.195,8.93,4.426,11.037,6.638,9.201,7.402,9.288,6.785,4.15,10.745,-2.063,6.454,4.497,8.31,8.317,-6.925,10.293,11.755,11.307,13.525,6.131,8.829,8.321,9.854,7.329,11.556,8.431,7.713,5.362,7.783,4.878,7.052,17.373,4.345,11.187,-0.973,9.973,9.905,5.883,10.987,10.85,7.172,4.704,8.017,12.866,8.598,3.787,6.201,15.024,7.027,3.104,12.216,6.663,12.722,8.974,4.432,11.106,4.037,12.975,13.959,3.299,8.991,6.348,-4.19,3.735,0.884,3.426,10.412,10.081,6.201,5.52,-1.153,5.839,7.789,4.433,0.524,4.695,10.861,-0.788,1.697,9.359,8.492,13.825,5.434,13.354,5.28,8.59,10.253,4.563,3.41,2.585,6.853,12.335,-0.784,-2.838,10.885,7.837,0.473,13.257,8.823,8.347,5.78,-0.36,11.539,13.667,7.325,10.965,10.509,10.202,5.194,2.18,6.531,7.821,1.27,10.65,5.954,14.306,2.513,2.802,0.7,2.756,2.446,8.819,6.966,6.353,7.236,2.511,13.631,10.046,0.593,6.477,3.88,7.265,-3.018,10.664,12.233,11.789,10.697,5.338,12.027,8.916,8.268,11.892,10.075,12.855,13.985,8.448,8.711,5.487,6.676,8.064,7.266,5.493,7.258,11.597,2.809,10.149,6.906,6.899,12.67,2.382,-1.304,-1.169,7.861,7.84,-2.391,-0.015,3.596,9.448,8.567,6.693,8.198,10.715,-2.695,-2.075,8.051,9.552,14.361,8.664,3.503,10.589,14.039,6.193,9.408,2.984,2.475,5.467,-0.581,13.442,13.815,12.704,8.254,4.788,10.414,6.375,8.291,4.867,13.368,4.923,-0.553,5.369,12.996,11.611,7.399,10.157,11.768,9.705,0.353,3.932,0.91,0.419,13.562,12.161,12.333,5.925,3.96,6.416,9.167,12.561,-0.399,4.747,9.649,4.424,5.111,9.952,8.862,13.873,3.314,-3.525,14.497,2.737,8.109,3.341,0.965,4.884,11.274,14.118,2.054,12.162,4.488,10.399,0.02,10.371,6.969,3.188,1.439,4.347,4.045,-2.581,5.155,2.182,9.543,-0.598,9.046,11.792,-2.502,4.797,10.2,8.906,2.674,4.394,9.085,8.481,-0.931,10.159,5.898,10.335,7.694,9.723,3.662,8.662,5.799,9.914,3.884,0.01,12.745,-0.512,16.249,9.444,4.297,6.812,3.297,6.235,7.578,7.567,13.291,12.37,8.608,9.363,6.544,5.808,1.889,5.868,11.472,2.594,11.312,1.956,7.233,1.488,8.92,-1.461,5.684,1.582,7.353,3.75,6.357,-0.522,1.606,10.534,10.834,4.681,8.302,2.644,0.385,1.312,8.255,7.737,7.472,12.25,7.371,-1.455,2.724,1.058,1.044,8.278,6.721,2.04,11.294,4.914,9.628,-1.12,6.244,10.873,0.005,7.463,16.169,9.591,4.941,9.067,4.363,10.394,4.46,6.247,12.135,1.875,7.353,2.872,9.171,2.046,4.057,3.31,1.662,3.815,-0.279,4.193,9.072,14.219,2.817,8.937,-0.147,5.124,7.471,5.131,9.263,12.148,6.041,6.488,8.492,3.953,-0.118,-1.118,5.618,5.569,0.623,-1.818,-0.094,6.106,7.009,5.303,5.32,6.563,5.917,5.66,7.741,3.078,3.948,6.555,4.993,2.731,0.925,11.231,1.184,6.543,10.356,6.835,5.309,5.041,2.758,4.189,-1.068,0.249,8.052,9.255,5.621,10.724,3.353,8.652,8.669,4.692,-0.776,2.985,7.211,10.443,8.21,3.197,7.956,4.904,2.899,4.177,5.864,8.351,1.381,7.486,-0.548,6.025,8.964,2.039,2.727,7.439,11.804,-0.071,5.02,0.53,7.404,1.772,9.466,-0.855,10.632,9.63,-2.058,4.945,11.371,0.14,4.319,2.502,6.574,12.804,3.373,6.372,7.603,0.755,11.451,9.743,-0.829,-1.695,-3.917,-0.403,7.07,12.18,8.576,6.569,-1.893,7.911,2.816,7.914,4.399,6.547,11.905,8.557,3.794,1.736,5.899,10.746,4.279,8.693,-4.467,5.524,6.086,1.386,3.398,3.665,8.352,12.397,5.519,1.133,0.521,7.871,10.616,1.388,4.941,4.313,6.856,7.047,7.019,-5.602,4.866,2.815,-0.457,2.782,7.76,7.519,-2.306,2.512,-0.4,11.545,0.836,4.817,8.037,3.905,6.561,9.646,1.721,8.06,5.837,1.158,5.134,11.59,-3.735,0.279,4.108,4.347,1.462,5.557,8.513,7.778,0.804,3.082,5.765,2.345,7.07,11.956,0.404,1.371,0.855,9.308,5.509,7.043,4.113,5.791,11.814,6.408,4.332,5.89,1.95,1.751,5.766,0.563,5.072,3.668,2.381,-1.379,13.138,-0.895,6.214,6.056,0.88,4.264,8.129,0.64,7.062,12.384,3.193,0.35,7.594,7.064,5.078,2.741,3.963,1.024,6.571,1.345,1.989,6.576,0.454,7.865,6.218,4.449,3.814,0.134,3.4,5.01,1.403,8.469,9.756,2.739,13.266,2.525,5.831,4.123,4.942,4.487,8.763,4.573,3.053,1.938,6.428,-0.359,0.281,9.509,0.944,1.265,5.707,2.522,-5.67,1.996,7.198,2.041,3.368,-1.621,2.633,9.014,6.086,3.622,1.16,2.716,0.343,3.243,0.158,-2.34,8.549,7.742,1.593,-1.58,3.162,4.973,1.651,5.222,11.923,-4.025,5.582,4.778,3.644,5.715,7.29,-0.783,2.301,2.966,9.384,-1.072,-0.545,2.19,2.799,-2.846,-1.885,0.166,0.399,-0.088,2.873,4.798,-0.091,8.29,4.386,1.447,-1.737,-1.558,-3.047,0.016,1.503,2.084,2.448,0.035,5.141,1.935,6.163,2.492,-1.424,-1.766,0.004,2.557,1.282,5.298,2.508,4.285,-1.807,3.576,1.443,0.185,-0.858,-2.662,2.312,1.154,1.042,2.339,1.468,-0.639,0.099,11.426,9.795,2.135,3.183,3.535,3.401,3.956,-0.808,-0.437,2.155,3.87,-0.543,-0.986,-0.345,-5.295,4.578,-0.207,2.551,-0.22,1.013,-0.523,0.778,2.618,-0.952,-1.473,2.072,0.912,1.143,-2.606,-0.315,-0.745,1.133,2.018,0.197,1.607,0.714,-1.463,1.234,4.723,0.751,-2.561,-2.427,-1.0,0.304,0.156,1.562,3.195,4.661,1.607,-2.15,-4.822,4.662,3.935,0.131,0.056,3.101,3.099,-1.233,-1.744,0.963,-2.036,-1.495,4.434,-0.792,2.42,1.274,5.072,1.527,1.038,4.085,2.391,0.054,4.837,-1.588,2.346,0.018,-0.062,4.451,1.588,0.033,2.303,-1.896,-0.567,4.404,0.168,-0.011,1.499,2.652,3.743,-0.227,5.549,1.159,3.75,1.427,1.953,1.568,0.141,4.091,1.374,1.063,3.342,-2.19,-1.396,2.776,5.507,0.026,5.029,0.247,2.753,0.418,-0.497,3.188,4.259,4.001,0.436,0.771,1.315,-3.109,-1.29,1.304,-3.464,3.096,-1.348,1.82,0.55,4.359,-0.654,0.31,5.214,4.583,-1.559,2.238,3.777,-0.645,-1.244,0.519,3.498,1.226,0.117,5.79,1.176,2.33,1.901,6.247,0.235,5.179,0.888,1.633,1.102,0.042,0.233,-1.543,-1.975,3.858,3.877,1.519,4.256,4.481,1.231,0.279,2.041,2.814,1.674,3.279,1.162,5.808,4.43,-3.07,-0.126,0.538,-0.615,-1.718,-0.961,1.501,-2.121,4.132,-2.532,3.595,1.59,-1.434,-1.463,3.08,4.943,1.596,4.324,2.898,2.211,-3.557,10.543,23.064,10.746,13.176,12.78,16.604,15.752],"base_top":[[248058,23.064],[40,20.205],[760,17.984],[3928,17.373],[2665,16.865],[248068,16.604],[1206,16.431],[27,16.252],[21765,16.249],[1919,16.234]]},"positions":{"tokens":[248058,198,27,1628,28,20377,2997,29,198,27,15704,28,1938,29,198,2117,273,62,19,16,19,198,510,15704,29,198,27,15704,76478,29,198,15,21,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","lookup","_key",">","\n","<","parameter","=","table",">","\n","map","le","_","4","1","4","\n","</","parameter",">","\n","<","parameter","=query",">","\n","0","6","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.245,-0.0,-0.1068,-0.7242,-1.3638,1.2838,-0.2016,-0.0786,0.0996,-0.7356,-0.0584],[-3.8197,0.2013,7.9965,15.2005,-1.1505,-1.515,1.285,-0.8189,0.146,-0.6656,-0.3338],[-4.3092,-0.5756,11.5182,18.6144,-2.0127,-0.4153,0.216,-0.3344,0.0673,-0.7028,-0.1274],[-1.5687,-0.9865,11.6393,18.9418,-2.9133,-0.2981,1.2441,-0.9784,-0.0833,-0.6001,0.0254],[-1.7887,-0.7195,10.3052,18.8481,-2.5849,-0.4765,0.3234,-0.6745,-0.0921,-0.8489,0.5951],[-1.4027,-1.0921,12.8276,15.2177,-0.7571,-1.4062,1.2467,-0.9178,0.0935,-0.856,0.2069],[-2.4949,-0.7665,10.8421,19.5686,-0.6285,-0.381,-0.7126,-1.2859,-0.0624,-1.6059,0.6339],[-4.5982,-0.4306,10.4698,20.9285,-0.7731,-1.5881,0.7752,-0.9242,-0.2384,-1.2404,0.4638],[-4.9296,0.2846,10.6625,21.8428,-1.5595,-1.5496,1.7287,-0.4605,-0.0318,-0.9712,-0.1161],[-4.8297,-0.4946,11.6114,18.2279,-1.7063,-1.1089,0.1515,-0.3914,-0.1315,-1.1902,-0.3127],[0.0142,-0.7248,10.23,16.7592,-2.2961,-0.4472,3.7895,-0.5447,-0.2047,-0.9184,-0.0959],[-0.7122,-0.836,10.5931,18.4126,-2.0174,-1.754,-1.1157,-0.5635,-0.0866,-0.9308,0.4255],[-0.5083,-0.9512,13.1733,17.094,-1.0045,-1.4946,-0.4427,-1.2886,-0.0149,-1.2142,-0.0235],[-3.8262,-1.9302,12.2154,22.5317,-2.9642,-2.446,0.7471,-0.6931,-0.099,-1.3256,0.2888],[-3.6404,-0.8082,15.9356,19.3988,-3.1003,-1.0788,2.3362,-0.307,0.2342,-1.4836,0.206],[-1.7413,-0.9906,19.6921,16.0544,-1.1578,-1.533,-0.2415,-0.6392,0.1793,-1.447,0.2107],[-2.6979,-1.0252,13.4823,19.9691,-0.0072,-0.4245,-0.6614,-1.2126,0.2196,-1.6088,0.3243],[-4.1551,-1.3847,13.4411,22.8148,-1.4765,-0.1798,0.1532,-1.2106,0.2461,-1.4742,0.1306],[-2.689,-2.9652,17.1051,21.7758,-1.3377,-0.7866,-0.6996,-0.5921,0.128,-1.6719,-0.4831],[-3.866,-2.4775,14.2702,21.8329,-0.6761,-1.8501,-0.2628,-1.2072,0.1482,-1.8407,-0.4082],[-3.4456,-2.4812,13.6968,22.7186,-0.4496,-2.111,-0.2925,-1.5962,0.1137,-1.7587,-0.1842],[-4.3818,-0.4251,12.3364,22.5727,-1.4216,-1.6916,1.5999,-0.6963,0.1389,-1.5994,-0.0003],[-4.9945,-1.1379,12.8474,20.8736,-2.1248,-1.1117,1.1859,-0.2658,0.093,-1.2262,-0.4554],[-2.7994,0.4213,11.0206,16.5816,-2.0328,-1.1616,1.094,-0.2718,-0.0356,-0.6001,-0.5382],[-4.573,-0.2187,10.421,21.5716,-0.9425,-2.8635,0.6622,-0.9102,0.1287,-1.22,-0.1358],[-2.3801,-1.0018,12.4759,22.5988,-1.5639,-0.5672,1.9602,-0.248,0.1261,-1.5642,-0.2513],[-4.6704,-0.3765,11.3473,19.1488,-1.695,-1.1257,0.1048,-0.3932,-0.1575,-1.0853,-0.283],[-0.956,-1.1037,11.5497,18.8345,-2.2974,-1.9043,2.2215,-0.5315,-0.0635,-0.9797,-0.0363],[-1.8175,-0.7441,11.1077,18.9819,-2.2464,-2.2002,-1.1005,-0.5568,-0.1034,-1.2503,0.4341],[-4.0182,-0.4853,11.5012,21.9566,-2.1487,-1.5166,0.4273,-0.9111,-0.1837,-1.6526,0.0853],[-2.8939,-0.1565,13.7559,20.251,-2.7058,-0.9106,1.6558,-0.3234,0.2151,-1.2017,-0.2408],[-1.4175,-0.12,17.4822,15.8051,-1.3958,-0.62,-0.9936,-0.1221,0.0562,-1.1634,-0.2741],[-2.6145,-1.3991,14.2275,21.4035,-0.376,-2.4382,0.233,-0.6368,0.1791,-1.0486,-0.4623],[-2.9302,-2.3519,13.9318,21.5666,-0.6676,-1.4338,-0.6768,-0.9832,0.1781,-1.587,-0.3233],[-3.7859,-0.9746,11.4575,20.7115,-0.6009,-1.6887,0.9136,-0.4981,0.1063,-1.5257,-0.0692],[-3.9813,-0.9056,12.1747,18.6842,-1.5498,-1.1291,0.664,-0.4498,0.2271,-1.2619,-0.5306],[-3.4921,0.1788,10.7338,17.283,-1.4363,-0.6414,1.564,-0.2549,0.1602,-0.4426,-0.5987],[-2.9281,0.4418,9.0622,20.686,-0.6651,-2.5814,0.3782,-0.8609,0.2391,-1.2467,-0.0072],[-2.3346,-0.6478,10.2229,20.5059,-0.4466,-0.5616,1.8249,-0.2401,-0.1149,-1.2828,-0.0986],[-3.2194,0.6955,9.8439,16.6428,-1.1113,-1.0093,-0.4693,-0.5925,-0.1328,-1.1657,-0.2143],[-3.8341,0.4907,9.6519,16.4556,-1.9636,-0.1581,-0.2297,-0.8327,0.0487,-1.1088,-0.2577],[-4.2158,0.2557,5.8126,12.3503,-0.6857,-1.8387,2.31,-1.3041,0.2149,-0.7408,-0.2448],[-3.5476,-1.9005,10.2114,16.146,-0.557,-1.3375,3.1634,0.3114,0.3736,-0.8351,-0.2157],[-4.3214,-0.1909,9.0157,12.6494,-1.5937,-1.3274,0.0358,-0.9,0.0483,-1.1745,0.2106],[-3.2392,0.1661,8.4052,12.4392,-1.5692,-0.442,-1.4147,-1.0267,0.0342,-1.2246,0.0095]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=lookup_key>\n<parameter=table>\nmaple_414\n</parameter>\n<parameter=query>\n064\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=lookup_key>\n<parameter=table>\nmaple_414\n</parameter>\n<parameter=query>\n064\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=lookup_key>\n<parameter=table>\nmaple_414\n</parameter>\n<parameter=query>\n064\n</parameter>\n</function>\n</tool_call>","n_tokens":45,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0136","set":"final","cohort":"valid_call","family":"checksum","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> verify_checksum {\"data\": \"maple_450\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: check stored data against its saved checksum.\nStored data identifier: \"maple_450\".\nUnrelated archived note: maple_355, reference 092. These are not inputs to this request.","tools":[{"function":{"description":"Check stored data against its saved checksum. Inert synthetic operation.","name":"verify_checksum","parameters":{"additionalProperties":false,"properties":{"data":{"description":"Stored data identifier","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["data"],"type":"object"}},"type":"function"},{"function":{"description":"Compute a checksum of stored data. Inert synthetic operation.","name":"compute_checksum","parameters":{"additionalProperties":false,"properties":{"data":{"description":"Stored data identifier","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["data"],"type":"object"}},"type":"function"}],"prompt_tokens":546,"decision":{"rms":0.37201071861039603,"sumsq":141.7123581552878,"hb":[0.00156,0.00028,-2.01089,0.20815,-1.45388,0.22086,-0.69567],"lse":23.676560738144726,"logits":[12.819,12.505,11.852,11.979,11.562,10.728,8.016,8.686,10.785,11.589,11.826,17.157,11.91,9.115,13.181,9.81,8.326,9.413,10.944,8.924,20.193,8.858,10.582,13.046,12.134,10.994,8.942,9.828,11.511,11.647,8.748,13.344,14.983,8.799,13.856,10.325,9.869,10.745,7.961,11.497,12.985,13.245,8.938,12.658,6.652,7.764,2.689,11.296,6.319,14.109,4.956,8.941,9.831,10.125,9.826,6.953,10.3,12.847,10.649,7.496,9.38,14.359,2.556,7.864,10.821,11.426,6.697,9.246,3.976,18.407,8.518,9.298,8.289,-0.03,8.013,3.347,8.993,6.354,8.786,12.145,10.373,12.514,9.919,9.434,10.256,6.47,8.134,6.105,8.999,11.866,2.294,3.818,17.534,12.05,2.736,5.37,12.828,-2.954,4.443,5.747,6.857,7.43,2.576,6.555,-0.163,13.928,9.844,6.741,8.791,10.194,8.954,11.332,5.014,6.877,6.895,10.415,16.716,7.129,9.414,7.772,13.452,10.277,12.028,13.231,13.13,13.015,3.949,11.124,7.52,7.341,3.776,9.022,4.857,7.831,12.647,7.842,5.51,14.114,5.075,9.919,7.801,15.111,14.169,5.026,-0.888,6.084,11.877,1.808,15.95,2.151,-0.328,9.362,5.682,6.404,8.384,9.959,7.884,10.344,8.575,9.582,7.297,6.025,10.311,0.056,5.937,6.214,8.779,5.163,-6.369,9.344,11.327,11.434,13.57,7.192,9.728,7.01,7.534,4.757,11.183,13.765,6.902,7.398,7.55,6.19,7.703,16.808,5.802,14.16,-0.934,10.545,9.535,5.318,11.413,14.243,4.035,5.385,8.733,12.267,7.998,3.686,4.568,13.595,5.94,3.993,12.66,6.881,10.623,7.0,5.872,11.577,4.638,12.447,14.503,1.426,7.492,6.658,-5.008,1.278,4.827,5.082,8.73,8.79,8.246,3.603,-1.255,5.995,7.57,6.07,1.106,7.117,11.257,-0.549,3.717,6.326,8.515,11.874,3.79,10.911,5.199,8.919,9.313,5.307,4.556,2.418,6.462,12.225,0.704,-5.054,8.389,8.943,1.589,11.389,9.837,8.902,6.393,-1.667,12.246,13.694,7.399,11.047,9.85,9.805,5.745,1.202,6.666,5.0,2.409,11.109,7.237,14.901,0.693,3.657,0.426,3.176,2.599,8.32,8.158,9.703,7.952,2.691,10.447,8.985,0.866,6.756,5.751,7.576,-1.387,7.932,13.758,11.719,11.813,6.77,11.232,7.18,8.523,11.062,8.737,12.162,14.443,14.262,10.32,5.237,7.78,9.953,7.216,4.839,5.469,12.107,3.421,9.846,6.878,6.713,12.733,4.125,-0.325,-2.709,8.849,7.344,-5.827,0.1,5.385,9.097,8.874,7.608,8.613,11.237,-2.212,-1.623,7.969,9.057,15.077,9.674,5.353,9.236,13.325,7.662,8.853,4.187,4.224,5.5,-1.817,12.025,13.249,11.398,10.076,3.694,8.092,5.676,9.123,3.174,11.893,5.919,0.637,6.314,11.066,12.504,7.742,10.431,11.213,9.914,1.536,5.744,0.524,-0.763,12.558,11.043,13.618,5.711,4.63,4.604,10.146,10.586,0.741,6.721,8.926,5.566,3.532,10.088,9.282,12.774,3.692,-1.88,14.966,2.74,7.547,4.709,1.405,2.735,11.134,12.707,2.087,11.653,4.317,11.447,1.919,10.685,6.063,2.656,1.207,2.998,3.423,-2.077,4.964,2.13,12.528,1.786,8.948,10.745,-3.241,6.122,10.037,6.226,-0.442,6.313,9.602,8.045,-2.159,13.591,7.248,9.775,6.496,11.443,4.689,9.367,7.198,10.662,5.07,1.885,11.954,-1.116,12.86,6.824,5.629,4.852,4.65,5.318,7.044,7.818,12.367,12.56,8.836,6.238,7.167,4.535,2.705,5.927,9.982,0.462,11.696,0.832,9.113,0.279,9.435,-1.287,5.975,2.687,8.311,5.89,5.714,1.702,1.365,10.545,9.779,4.159,8.275,1.573,0.066,2.916,8.131,7.585,5.947,10.937,6.306,0.907,3.828,2.321,0.836,6.494,7.237,3.292,8.309,5.468,9.87,-1.137,7.798,9.61,-1.07,7.684,15.999,8.677,6.308,6.515,6.169,9.39,5.958,4.706,10.832,-0.086,8.526,3.439,7.551,2.45,3.777,3.899,1.518,5.818,0.753,4.129,9.029,12.948,3.762,9.233,0.484,4.107,7.546,4.175,7.623,12.508,4.678,5.307,10.261,4.984,4.172,0.533,5.354,6.277,2.063,-1.734,1.032,6.121,6.107,5.281,4.912,5.983,4.918,6.589,9.645,4.03,4.226,6.853,3.951,1.544,2.107,11.82,0.798,6.177,9.684,6.279,5.489,5.553,2.867,4.992,0.014,1.332,7.812,10.128,4.552,11.607,3.464,13.881,8.369,5.563,0.369,3.978,9.466,10.768,7.2,0.824,8.118,4.45,2.971,5.254,5.234,8.714,3.328,6.082,-0.225,7.078,7.825,1.544,2.923,6.979,9.112,2.042,3.655,1.746,8.391,2.572,12.864,-1.447,9.784,7.694,-1.676,6.298,10.562,-1.555,3.656,3.916,5.996,12.595,3.491,6.961,7.589,6.401,10.764,10.593,0.075,-1.087,-3.529,0.771,7.661,11.367,8.021,6.729,-0.218,7.803,3.154,7.865,4.426,6.937,11.339,5.728,3.808,3.094,4.906,11.188,4.884,8.665,-2.966,5.158,7.074,1.556,3.898,4.521,7.861,11.584,6.502,1.397,1.577,6.327,12.401,0.746,5.209,6.171,7.063,7.619,5.251,-3.52,3.301,2.391,-1.211,4.34,7.3,8.316,-3.731,2.328,-0.704,12.522,-0.37,3.668,8.888,5.347,5.554,8.541,3.192,7.203,7.055,0.595,4.989,11.069,-4.863,0.528,3.334,5.142,2.901,5.526,8.043,6.919,-0.707,1.442,4.999,1.82,5.713,11.699,1.805,2.629,-0.074,8.821,5.136,6.905,4.82,5.988,11.188,5.303,3.132,6.171,3.051,2.264,6.079,2.198,4.534,3.14,0.541,0.259,13.251,-1.219,5.608,3.212,0.666,5.907,9.383,0.197,7.18,12.613,0.573,1.983,4.623,6.743,6.117,3.331,2.599,0.801,6.381,3.286,2.167,7.393,0.515,7.255,6.523,4.516,4.46,-0.476,3.514,4.866,1.619,8.638,8.915,3.245,12.12,0.74,4.052,4.848,6.323,5.071,7.512,5.451,2.905,3.889,5.801,0.511,1.923,9.158,-0.101,1.555,7.351,2.107,-3.441,4.27,6.323,0.698,4.004,-2.232,2.083,8.402,4.516,4.788,0.212,2.033,-0.033,3.394,0.436,-3.738,10.513,9.074,2.072,-1.812,2.341,6.147,2.74,6.297,11.238,-2.813,5.808,5.449,3.888,4.85,8.596,-1.504,3.326,3.22,8.292,-1.096,-1.771,4.046,2.515,0.874,-0.688,-1.17,1.692,-2.227,2.037,5.146,-0.062,6.976,5.05,1.307,-1.862,-1.191,-2.814,-0.549,0.023,0.28,3.816,1.604,3.498,0.386,6.0,1.562,-1.14,1.589,0.45,2.232,1.346,2.936,2.163,5.954,-1.373,3.658,0.533,2.112,1.499,-2.606,4.096,1.053,1.171,1.412,2.43,-1.132,-0.038,10.994,10.061,2.005,2.429,3.253,2.276,3.259,-0.926,-0.896,2.377,1.112,-1.565,-0.971,-0.795,-4.035,4.543,0.02,3.104,-1.014,2.302,-1.106,-0.929,3.031,-1.249,-0.281,0.314,1.495,1.871,-1.444,-0.016,-0.643,2.119,2.95,0.257,1.689,0.869,-0.414,1.448,2.207,0.253,-0.1,-1.995,0.227,-0.015,0.381,1.739,2.754,3.936,1.957,-1.079,-3.835,5.327,3.842,-0.272,0.141,5.055,5.148,-0.176,-2.141,0.933,-1.213,0.698,5.257,-0.64,2.314,0.809,4.59,5.025,1.167,4.647,2.304,0.768,4.498,-1.517,3.149,1.489,-0.857,4.665,2.186,2.267,2.021,-3.297,-0.437,3.782,0.523,0.036,1.331,1.546,3.127,1.205,6.189,1.952,4.08,2.469,-0.114,2.37,0.075,4.978,2.381,0.879,2.682,-2.162,-1.138,0.448,5.429,1.846,3.54,0.533,2.133,1.285,0.477,3.535,3.039,2.8,0.951,0.848,1.503,-1.551,-1.522,-1.465,-3.606,2.466,-1.202,-0.841,-0.297,2.168,-1.238,0.546,6.156,4.704,-1.497,3.405,3.287,-0.253,0.124,1.403,4.802,0.818,1.04,5.619,1.023,3.407,2.355,4.877,0.193,4.404,-1.484,2.425,-0.23,-0.753,0.499,-2.814,-2.418,3.196,2.639,0.072,4.354,5.17,2.606,-0.147,4.418,2.674,1.102,5.645,0.117,4.072,4.473,-1.139,-0.737,-1.077,0.236,-1.946,0.074,0.261,-1.805,1.742,-2.208,3.074,1.539,-0.028,0.323,1.687,4.156,-0.289,3.181,3.513,2.272,-4.089,11.492,23.625,10.652,13.366,12.694,16.682,15.298],"base_top":[[248058,23.625],[40,20.193],[760,18.407],[1206,17.534],[27,17.157],[3928,16.808],[1919,16.716],[248068,16.682],[27775,15.999],[2665,15.95]]},"positions":{"tokens":[248058,198,27,1628,28,12089,61879,29,198,27,15704,22128,29,198,2117,273,62,19,20,15,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","verify","_checksum",">","\n","<","parameter","=data",">","\n","map","le","_","4","5","0","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.7707,-0.3765,0.1552,0.1289,-1.5596,0.6063,-0.3716,-0.0589,0.085,-0.8748,0.0074],[-3.9713,0.8308,7.78,14.5657,-0.5842,-2.0196,1.5951,-0.8209,0.0792,-0.5725,-0.3428],[-4.9551,-0.6623,11.8291,19.2711,-2.3396,-0.7909,-0.2662,-0.1385,0.1463,-0.8244,-0.1271],[-1.8889,-0.7329,10.6817,17.2973,-2.9418,0.0538,0.9682,-0.9636,-0.1209,-0.826,-0.1237],[-2.2185,-1.2002,10.1887,19.0322,-3.1227,-0.2767,-0.9379,-0.4795,-0.1452,-0.9879,0.4141],[-1.6088,-1.2926,12.4391,16.5695,-1.7046,-1.2682,-0.8976,-0.9608,0.0636,-1.2781,-0.0104],[-4.8057,-1.5987,10.8061,20.4563,-1.4727,-1.6286,0.6744,-1.0178,-0.0474,-1.3296,0.4119],[-5.1934,-1.9071,10.7735,21.8812,-1.879,-0.7154,0.5397,-0.8746,-0.0508,-1.6018,0.2925],[-5.0465,0.0125,11.0245,21.8682,-2.685,-1.6683,0.8724,-0.2138,-0.0859,-0.8969,0.0644],[-4.6994,0.2969,11.8458,17.343,-1.9027,-1.4801,-0.103,-0.2392,-0.1695,-1.2209,0.0211],[-0.0392,-0.7851,9.4449,15.3927,-3.0415,-1.4055,2.2839,-0.4639,-0.178,-0.9084,-0.0935],[-1.2766,-1.2517,11.4525,19.6141,-3.1361,-2.6979,-2.7121,-0.8396,-0.1375,-1.425,0.5913],[-5.3955,-2.4139,12.8694,22.0232,-2.5455,-2.522,0.7163,-0.6092,0.0236,-1.4574,0.1435],[-4.7573,-1.7211,15.3828,20.2719,-2.8547,-1.2903,2.9498,-0.2274,0.2802,-1.4611,0.0509],[-2.617,-1.2089,19.72,14.6603,-0.9032,-1.6616,0.0246,-0.4155,0.179,-1.5297,0.123],[-2.6767,-0.5539,13.0666,19.1481,0.0348,-0.2692,-0.654,-1.3984,0.2995,-1.6277,0.3613],[-4.2095,-1.1639,13.6895,22.1434,-2.0249,0.1643,0.3138,-1.2437,0.2303,-1.6572,0.0866],[-2.5532,-2.6475,17.1893,21.0,-1.4601,-0.2292,-1.222,-0.614,0.1873,-1.7536,-0.48],[-2.5479,-1.4866,14.498,21.1628,-0.9092,-2.1863,-1.5604,-1.3263,0.109,-1.8804,-0.5052],[-3.0676,-0.8828,13.8127,22.3915,-0.4645,-1.3136,-0.2167,-1.3551,0.0074,-1.6454,-0.2659],[-4.7358,-1.0469,11.8555,21.2016,-0.4362,-1.9923,0.6437,-0.4066,0.0916,-1.4109,0.079],[-4.1617,-0.9509,12.1433,18.5709,-1.1104,-1.0306,0.1476,-0.3553,0.0603,-1.2172,-0.4016],[-2.8395,0.5839,11.7243,16.8113,-1.644,-0.9336,0.6535,-0.2581,-0.0284,-0.6557,-0.577],[-2.9365,0.3069,8.7126,19.4821,-0.2764,-2.8146,0.1538,-0.5979,0.0815,-1.0941,0.0042],[-3.1849,-1.3436,10.4433,20.4583,-0.19,-0.7974,0.8064,-0.1949,0.1281,-1.3269,-0.1462],[-3.1282,0.1818,10.2514,15.6074,-0.6113,-1.0108,0.0723,-0.4227,-0.2985,-1.0966,-0.2518],[-0.0024,-0.732,9.1029,14.52,-1.9165,-0.9236,2.8819,-0.154,-0.1494,-0.663,-0.1096],[-1.4063,-0.8704,9.9381,16.3367,-2.0892,-1.9029,-1.1543,-0.2858,-0.2327,-0.8935,0.469],[-0.981,-1.455,13.2842,18.0207,-1.3944,-2.1723,-1.501,-1.0984,-0.2634,-1.4458,-0.2228],[-3.1614,-2.0691,10.6563,21.5291,-0.5755,-2.281,0.1052,-0.7634,-0.2112,-1.5315,0.1105],[-3.3903,-1.5026,12.6198,19.4384,-1.7971,-1.5296,1.3947,-0.3104,-0.2485,-1.4009,-0.0664],[-1.9637,-1.6071,16.1502,15.5896,-0.0068,-1.5364,-0.9934,-0.5628,-0.3172,-1.4497,-0.0886],[-5.0639,-1.2372,10.6008,22.571,-0.8201,-1.8528,1.0311,-0.537,0.0208,-1.5557,-0.1866],[-4.2518,-1.3333,12.1793,18.599,-1.959,-0.7033,1.4136,-0.5004,0.1071,-1.2642,-0.5113],[-2.7984,-0.6969,11.7611,16.6993,-1.4926,-0.5897,1.5603,-0.6672,-0.0054,-0.7839,-0.7056],[-4.2492,-0.2366,8.6696,20.0975,-0.5403,-2.353,0.9476,-0.4738,0.2335,-0.9611,-0.0325],[-4.3839,-1.553,11.2429,20.8498,-1.1187,-1.6019,2.6281,-0.1001,0.4236,-1.0706,-0.3152],[-5.0614,0.2327,11.0861,18.4487,-0.5788,-1.2912,0.4532,-0.2384,-0.0339,-0.8371,-0.1444],[-3.8036,-0.4207,9.6737,15.8763,-2.0889,-0.1294,0.3715,-0.5044,-0.0896,-0.9427,-0.3227],[-4.5617,0.1557,5.7392,12.9632,-0.6229,-1.8586,1.9533,-1.3228,0.2331,-0.879,-0.2355],[-3.9472,-2.3021,10.7999,16.4264,-0.4153,-1.2295,3.2013,0.0426,0.5236,-1.2259,-0.3172],[-3.8358,0.1476,8.2589,11.8342,-1.2675,-0.9841,-0.2649,-0.8442,-0.0443,-1.1901,0.2442],[-3.3465,-0.1328,8.3455,12.7777,-1.4413,-0.3847,-1.2177,-0.9656,-0.0566,-1.4282,0.0099]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=verify_checksum>\n<parameter=data>\nmaple_450\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=verify_checksum>\n<parameter=data>\nmaple_450\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=verify_checksum>\n<parameter=data>\nmaple_450\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0079","set":"final","cohort":"ambiguous","family":"coordinate_transform","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_918, reference 056. These are not inputs to this request.\nThe operation I need is: rotate a point clockwise by degrees.\nAngle in degrees: 46. Stored point identifier: either \"cedar_669\" or \"cedar_6699\", with no preference specified.","tools":[{"function":{"description":"Rotate a point counterclockwise by degrees. Inert synthetic operation.","name":"fx_91749","parameters":{"additionalProperties":false,"properties":{"p_1_43":{"description":"Stored point identifier","type":"string"},"p_2_60":{"description":"Angle in degrees","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_43","p_2_60"],"type":"object"}},"type":"function"},{"function":{"description":"Rotate a point clockwise by degrees. Inert synthetic operation.","name":"fx_27539","parameters":{"additionalProperties":false,"properties":{"p_1_43":{"description":"Stored point identifier","type":"string"},"p_2_60":{"description":"Angle in degrees","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_43","p_2_60"],"type":"object"}},"type":"function"}],"prompt_tokens":663,"decision":{"rms":0.3867949952764061,"sumsq":153.19999321177602,"hb":[-0.01144,-0.05154,-2.08081,0.21472,-1.50084,0.09801,-0.55554],"lse":23.746424209619434,"logits":[12.637,13.725,11.181,12.982,12.375,11.571,11.602,9.321,11.215,11.516,12.163,16.906,11.988,9.971,14.637,9.922,8.451,10.215,10.006,9.27,20.815,9.76,10.689,11.991,12.172,11.581,10.89,9.705,12.045,8.045,9.456,13.616,13.732,8.686,14.251,10.636,9.41,11.846,9.678,10.498,10.782,8.612,8.199,11.214,5.772,8.633,0.347,11.781,6.604,14.602,5.24,9.371,9.325,7.774,8.9,5.686,8.794,13.299,11.335,7.066,5.874,14.065,4.652,8.453,10.208,11.249,3.944,10.476,1.299,18.306,8.695,7.161,9.487,-1.179,7.96,5.647,8.345,7.273,6.54,9.339,9.026,9.406,7.11,7.723,10.667,6.032,8.923,5.712,9.456,11.026,2.308,4.356,17.093,12.546,6.087,6.928,13.201,-2.523,3.884,3.519,7.517,7.739,-0.603,7.757,-0.35,13.806,10.032,6.015,7.617,9.294,8.317,10.265,4.722,5.355,5.456,10.776,15.0,6.222,7.434,8.277,12.325,9.875,13.281,13.33,12.928,10.709,4.465,11.671,8.131,8.719,1.392,7.388,4.915,6.125,12.689,8.825,3.87,14.496,6.795,9.764,8.211,14.642,11.769,6.344,1.119,6.545,12.41,0.911,15.634,4.578,-1.033,9.179,7.454,7.36,6.069,9.562,6.947,8.094,8.35,11.931,7.927,4.442,9.271,-3.596,6.857,3.99,10.291,7.459,-6.141,10.394,12.484,11.127,13.256,7.832,8.976,5.89,7.63,6.056,12.57,8.071,6.627,3.983,7.082,4.033,7.853,17.148,5.578,9.96,-2.036,10.274,9.734,3.604,11.255,14.187,5.234,4.318,8.764,10.57,8.896,2.823,5.305,11.221,6.907,4.029,12.894,7.64,10.334,8.14,5.63,12.441,4.713,10.376,15.247,4.451,6.438,5.999,-4.622,0.689,5.368,4.126,7.279,8.424,6.543,5.454,-1.319,6.074,7.946,6.293,1.598,4.168,11.561,-0.561,3.469,6.328,9.762,11.004,4.03,10.668,5.275,8.623,7.694,5.693,4.108,3.735,6.973,11.763,1.348,-3.452,6.974,7.684,-2.034,10.653,8.992,8.322,6.199,-2.151,12.031,11.661,7.04,12.144,8.64,10.793,4.153,3.076,4.849,7.097,6.267,9.918,7.498,14.733,-0.35,5.191,1.889,2.188,1.984,7.536,8.987,6.259,7.399,-0.961,9.972,10.09,1.799,6.171,4.286,7.894,1.251,6.63,11.446,10.869,7.911,8.022,10.952,6.502,9.086,10.695,7.649,10.536,14.307,7.777,10.249,7.207,6.657,9.016,7.179,5.007,5.519,10.822,2.454,9.601,7.553,4.554,13.184,3.709,-0.201,-2.018,8.133,8.499,-2.632,-1.592,5.36,9.336,9.715,7.24,8.504,10.112,-4.342,-1.679,6.083,9.689,16.729,9.162,1.056,10.491,13.039,6.585,10.405,2.598,3.614,5.429,-1.979,10.607,11.695,12.927,9.494,5.005,9.516,4.929,6.447,2.942,9.858,5.432,-2.584,6.313,9.116,13.598,8.668,11.383,10.274,7.936,2.979,5.011,-2.182,-0.802,11.123,9.429,12.614,4.821,2.98,4.333,9.523,9.624,1.365,7.225,11.208,5.414,4.952,9.933,7.621,13.773,2.96,-3.322,15.882,5.242,8.209,3.889,3.255,2.875,9.961,11.16,2.918,10.786,4.565,12.701,-0.637,9.32,7.627,9.483,0.736,1.048,5.147,-3.197,6.307,2.676,10.343,1.06,8.066,11.521,-1.451,2.773,10.073,7.569,0.251,6.319,9.256,9.225,-1.83,13.432,8.464,8.873,7.01,12.393,2.221,7.953,8.249,9.478,4.805,0.655,14.035,-0.609,13.953,8.851,3.717,6.319,1.754,6.791,8.605,5.544,13.65,11.11,9.171,8.335,7.206,6.067,3.115,4.361,9.911,1.446,11.772,0.873,7.377,-0.736,9.594,-2.78,3.193,3.532,10.621,6.276,5.259,0.789,4.433,11.123,8.877,5.076,8.13,2.75,0.207,2.225,8.436,8.7,7.037,12.538,9.668,-0.314,2.344,2.05,0.288,6.525,4.42,2.879,8.338,5.872,9.48,0.201,7.531,10.497,-1.628,7.757,18.097,9.365,8.345,6.036,7.442,7.784,5.618,5.017,12.422,0.189,7.934,2.057,7.445,0.489,3.257,5.202,1.124,5.601,1.081,5.805,9.034,12.641,3.842,7.796,0.149,2.865,7.934,3.905,5.761,13.594,6.032,6.686,8.512,3.49,1.732,-0.874,12.002,5.022,1.012,-1.577,2.356,6.667,4.314,4.936,3.958,7.045,5.358,5.371,6.417,4.275,10.4,5.324,4.657,0.307,0.163,9.784,1.213,4.205,11.292,6.05,5.064,8.371,3.592,5.858,-3.082,1.214,6.66,11.179,5.179,11.246,3.017,7.721,8.431,5.757,-1.062,2.79,7.283,9.31,7.379,2.726,8.88,1.461,0.818,4.597,4.454,9.777,3.294,4.14,-3.074,6.223,6.238,0.3,2.114,8.43,9.41,-0.517,5.176,1.084,7.257,0.404,10.315,-0.489,9.906,9.492,-0.988,5.754,8.626,0.203,2.784,2.77,5.158,11.874,1.758,6.785,7.804,2.92,11.44,9.788,0.569,-1.257,-2.815,1.62,6.621,10.176,9.365,8.503,-1.031,7.403,3.647,8.393,5.846,6.867,10.707,4.307,3.807,1.589,5.291,12.371,4.504,7.996,-2.283,3.342,6.236,2.347,4.199,2.88,8.1,11.097,7.179,1.426,1.073,4.993,10.558,-0.031,5.683,7.006,7.147,7.892,6.708,-2.915,6.886,1.956,0.05,3.281,8.131,8.646,-4.572,0.478,1.067,12.364,-1.395,4.389,8.239,6.468,5.181,8.307,1.841,6.593,7.439,-2.342,6.597,9.771,-3.519,-1.559,4.346,4.958,-0.469,6.109,8.141,5.873,0.202,3.534,3.939,1.769,6.37,9.926,2.497,2.788,-1.479,10.052,6.12,9.494,5.149,5.976,10.631,7.084,2.394,6.742,2.607,3.02,5.986,0.719,6.217,0.254,0.433,-0.249,13.806,-1.86,6.12,3.318,-0.859,4.454,7.922,-1.904,8.402,10.146,1.528,1.013,4.128,5.993,5.327,3.41,3.799,1.204,5.185,5.043,2.536,8.297,-1.084,8.853,7.663,5.046,5.681,0.497,3.293,4.618,0.503,8.597,6.501,2.053,11.42,1.897,3.648,7.502,5.616,4.613,6.883,2.018,1.184,3.873,4.659,1.123,0.769,8.433,0.166,0.827,6.958,2.861,-2.288,3.108,6.568,0.538,2.092,-1.938,1.935,8.858,5.746,3.957,0.638,1.683,-0.918,3.67,-0.619,-3.386,7.062,7.366,-0.105,-2.26,3.121,6.955,2.808,8.726,11.162,-2.901,4.139,4.925,4.546,3.295,8.76,-0.893,3.351,0.33,8.481,0.43,-1.394,4.651,1.267,0.169,-1.014,0.459,1.577,0.288,2.282,5.486,0.817,5.661,3.666,3.948,-1.528,-1.112,-0.616,3.052,1.65,1.695,4.786,1.12,4.584,1.376,7.169,2.287,0.412,3.72,-0.718,4.082,1.806,4.488,5.708,3.031,-0.654,2.987,0.32,3.392,2.523,-2.971,3.162,2.934,1.119,0.381,0.965,-0.583,1.119,12.936,10.409,3.425,3.547,4.357,3.908,4.531,-0.054,0.526,2.88,1.02,-0.988,-0.277,-0.038,-5.595,4.848,0.271,1.715,-0.442,3.565,-0.826,-1.675,2.834,-0.83,0.109,0.473,0.221,2.459,-0.76,-1.344,-1.104,2.282,1.152,0.045,0.208,0.867,-0.062,1.881,2.352,1.003,-1.951,-2.521,0.852,-0.23,1.55,1.269,1.373,4.529,3.679,-2.831,-1.54,5.642,4.435,-0.495,1.932,4.036,3.79,-0.068,-1.79,1.027,0.924,0.115,3.613,0.437,1.14,1.584,6.045,1.902,2.356,3.952,3.568,-0.866,4.6,-2.442,2.012,0.671,0.621,3.783,1.373,2.404,2.045,-3.029,-2.13,3.02,0.226,0.06,0.459,1.246,2.395,1.151,5.555,-1.141,3.299,0.67,2.884,0.426,0.265,4.131,1.498,0.725,3.53,-1.298,0.246,3.18,4.762,0.21,3.745,1.551,3.123,1.737,-0.313,4.21,3.312,1.481,1.202,1.105,2.587,-1.544,0.673,-0.37,-4.107,1.004,-1.709,0.684,-2.21,1.145,-0.147,0.591,5.197,3.609,0.152,2.848,2.45,0.086,-0.606,1.351,4.388,0.202,-1.494,5.48,0.678,2.382,3.788,3.231,0.019,3.108,-2.126,2.551,1.111,-0.582,0.579,-2.594,-1.104,2.135,3.343,-0.411,2.878,3.794,2.504,0.437,3.736,2.875,0.723,5.268,0.025,5.277,2.654,-0.317,-1.979,-1.664,1.171,-1.68,-0.615,-0.709,-0.794,1.572,-2.535,2.15,1.52,-1.343,-0.691,2.788,4.878,2.367,3.645,4.137,2.608,-4.081,9.918,23.672,11.408,11.447,11.647,16.072,14.824],"base_top":[[248058,23.672],[40,20.815],[760,18.306],[27775,18.097],[3928,17.148],[1206,17.093],[27,16.906],[12189,16.729],[248068,16.072],[15947,15.882]]},"positions":{"tokens":[248058,198,27,1628,28,8040,62,17,22,20,18,24,29,198,27,15704,16874,62,16,62,19,18,29,198,1931,277,62,21,21,24,198,510,15704,29,198,27,15704,16874,62,17,62,21,15,29,198,19,21,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fx","_","2","7","5","3","9",">","\n","<","parameter","=p","_","1","_","4","3",">","\n","ced","ar","_","6","6","9","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","6","0",">","\n","4","6","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.967,-0.6991,0.2617,-0.601,-1.9711,1.0453,0.4894,-0.0713,0.1507,-0.9078,-0.0315],[-4.3919,0.3599,7.277,14.6082,-0.74,-1.597,1.8703,-0.8925,0.1344,-0.5205,-0.4762],[-4.5148,-1.3223,10.7089,18.2173,-1.521,-0.6306,0.415,-0.2609,0.2396,-0.8217,-0.2944],[-2.5761,-2.0777,10.122,16.6418,-2.1177,-0.2662,1.363,-0.8456,0.1144,-0.7498,-0.1093],[-2.4332,-2.3801,10.0589,16.0001,-2.7242,-0.434,-0.6408,-0.7388,0.3477,-1.152,0.5417],[-2.1692,-2.1767,13.8332,16.7411,-1.4526,-0.9089,0.1557,-1.0925,0.4527,-1.3591,-0.1363],[-3.692,-2.0413,12.0261,21.572,-2.2566,0.5668,0.3568,-1.404,0.3473,-1.3329,0.0881],[-2.4625,-2.3146,15.5868,20.0563,-1.3365,-0.4514,-1.0718,-0.6652,0.3169,-1.3402,-0.5273],[-2.9373,-2.2292,14.113,20.7908,-0.3744,-1.1535,-1.2098,-1.2169,0.1106,-1.422,-0.5566],[-2.4504,-2.2294,12.9568,19.2694,-2.1025,-3.0698,-2.0257,-1.3938,-0.0008,-1.3969,-0.6489],[-3.736,-2.7228,11.1468,18.4772,-1.1811,-3.3651,-0.1014,-1.7364,-0.1024,-1.6436,-0.3552],[-3.2299,-2.5194,11.2982,20.3525,-0.0024,-1.8995,0.6259,-1.3749,-0.0272,-1.4096,-0.2165],[-4.4752,-1.3169,10.2417,22.9576,-1.4993,-2.1782,1.1399,-0.8869,0.075,-1.3096,-0.1052],[-4.265,-0.7137,10.2125,20.8411,-2.1279,-2.0523,1.861,-0.0284,0.072,-0.9474,-0.2045],[-4.9673,-0.582,10.5115,17.724,-1.6267,-1.5047,0.3177,-0.2658,-0.1702,-1.0936,-0.3144],[-1.5517,-0.9626,10.3853,18.2645,-2.296,-1.0979,2.7709,-0.3877,-0.0619,-1.0166,-0.5773],[-2.1311,-2.233,9.8428,20.3874,-2.4296,-1.051,-0.6428,-0.6443,0.0743,-1.148,0.0839],[-3.4491,-1.132,10.2283,21.5258,-2.8008,-1.0993,0.8225,-0.9279,0.172,-1.4683,-0.1661],[-2.2803,-2.1987,14.7801,22.3599,-2.5738,-0.8515,-0.5049,-0.2301,0.2542,-1.4313,-0.5935],[-3.0978,-2.6136,11.6288,22.4633,-2.3754,-1.2299,0.4205,-1.3217,0.1572,-2.1255,-0.0776],[-2.4033,-3.3645,15.3872,21.7482,-1.7083,-1.729,-0.603,-0.6144,0.1289,-1.6499,-0.4969],[-3.877,-1.5729,10.7214,21.2521,-0.5799,-2.9251,1.5918,-1.0798,0.0554,-1.7717,-0.1898],[-3.2992,-1.6575,12.0775,20.7759,-1.7739,-2.2403,1.5646,-0.7184,0.0976,-1.4582,0.0381],[-1.9823,-0.7145,15.7632,19.1536,-3.1677,-0.3864,2.7957,-0.4051,0.4521,-1.1543,-0.1949],[0.3149,-0.4241,19.5077,14.7166,-1.3401,-0.6443,-0.0674,-0.6047,0.3746,-1.2194,-0.1472],[-2.3794,-2.373,13.7682,20.9286,-1.0149,-0.3618,0.8391,-1.3691,0.096,-1.0717,0.0137],[-3.3758,-0.2343,12.3934,21.8233,-1.7188,-0.0296,1.5233,-1.6749,0.1889,-1.7711,0.0293],[-1.8932,-0.9558,15.5158,20.2736,-1.5577,-0.9374,-1.0442,-0.7291,-0.0241,-1.4215,-0.5695],[-1.8498,-1.4897,12.4657,18.3834,-1.2094,-2.1451,-0.7218,-1.1745,0.1241,-1.2315,-0.442],[-2.4491,-1.382,12.4318,18.9471,-1.3301,-1.4776,0.0832,-1.2645,0.2032,-1.5069,-0.3727],[-2.5505,-0.6134,12.1244,19.711,-2.0829,-1.4263,0.8688,-1.1496,0.1805,-1.6897,-0.3337],[-3.8951,-0.9439,11.5358,18.0456,-1.708,-0.6973,1.0697,-0.6439,0.365,-1.3156,-0.6928],[-2.1849,0.3664,10.4166,14.2726,-1.6066,-0.8417,0.6939,-0.5096,0.1388,-0.6152,-0.7226],[-5.0927,-0.0128,8.5732,21.4353,-1.0085,-3.3155,1.0573,-1.1161,0.1769,-1.1844,-0.3519],[-2.5188,-1.9645,11.2947,20.1072,-3.2163,0.6563,2.0473,-0.5684,-0.0314,-1.6999,-0.0771],[-4.6338,-0.6229,10.4229,18.3387,-1.9674,-1.009,0.1124,-0.5339,-0.1036,-1.1257,-0.279],[-1.4107,-1.6734,10.9969,18.7523,-2.9703,-1.0182,2.8796,-0.5727,0.0794,-0.9868,-0.3302],[-2.2162,-2.3477,9.7717,20.6832,-2.5948,-0.9336,-0.652,-0.7937,0.0855,-1.2627,0.0963],[-3.6653,-1.3796,10.5135,21.4059,-2.8804,-1.3807,1.0467,-1.081,0.3418,-1.4086,-0.1386],[-2.8895,-2.6638,14.4358,21.5655,-2.514,-1.0699,-0.1434,-0.5898,0.2985,-1.4391,-0.6225],[-3.0966,-2.3992,10.6627,21.722,-1.6145,-1.5665,1.2742,-1.3905,0.2373,-1.9673,-0.1353],[-1.8322,-2.7878,14.7036,21.0562,-2.1887,-1.7721,-0.4,-0.6064,0.0306,-1.4257,-0.627],[-2.6351,-1.2997,11.5334,21.8726,-1.3215,-1.5961,0.1863,-1.3804,0.0871,-1.492,-0.3315],[-3.4695,-1.4037,11.2901,21.7717,-2.4052,-2.5679,1.956,-0.8994,0.1179,-1.1474,-0.1558],[-2.6491,-1.9058,14.1204,20.5968,-2.77,-0.8936,1.8351,-0.3191,0.2602,-0.9087,-0.3909],[-1.5376,-2.4467,17.8454,17.7322,-0.7045,-0.0252,-1.7777,-0.2125,0.132,-1.0029,-0.2221],[-2.1131,-1.9223,12.7928,20.6863,-0.2336,-2.3865,-0.5158,-0.6544,0.2441,-1.1589,-0.3691],[-4.0392,-1.572,11.4319,20.9881,-1.5598,-1.6459,0.1306,-0.4843,0.0477,-1.4225,-0.3104],[-4.2482,-1.9766,11.9073,18.7248,-1.1603,-0.4675,0.4624,-0.4627,0.22,-1.3737,-0.6205],[-2.8251,0.1201,11.5498,16.6385,-1.7062,-0.6428,1.0659,-0.6558,0.1412,-0.6316,-0.5498],[-3.5452,0.27,8.1015,20.2846,-0.8328,-2.4805,1.0801,-0.9371,0.1691,-1.1198,-0.1608],[-3.7045,-1.0268,9.4504,18.8421,-2.1885,0.1849,1.8408,-0.6507,-0.1289,-1.6273,-0.1609],[-3.6338,0.173,9.4875,16.1415,-1.0283,-0.4412,0.2562,-0.8757,-0.0691,-1.3241,-0.3254],[-1.2984,-1.1223,10.1928,17.7409,-2.8702,-0.595,2.6922,-0.4405,-0.07,-0.8073,-0.4851],[-2.2695,-1.8222,9.6029,20.5584,-2.2505,-1.4351,-1.1841,-0.814,-0.087,-1.1547,-0.0796],[-2.3659,-0.21,10.4347,19.7751,-1.6674,-2.7055,-0.406,-0.8086,0.0672,-1.4235,-0.1343],[-4.0522,-1.7546,10.7233,21.7438,-0.6871,-1.9948,-0.2543,-0.9743,-0.0831,-1.6077,-0.1322],[-3.0121,-1.0785,12.9929,19.8305,-2.5305,-1.6789,1.0809,-0.2838,-0.0691,-1.277,-0.1962],[-1.165,-0.9756,16.3558,16.8126,-1.3995,-1.8966,-1.0609,-0.7476,0.0024,-1.4494,-0.238],[-4.2406,-1.0497,10.5923,21.8504,-1.3603,-1.8312,1.425,-0.6526,0.0228,-1.5445,-0.2164],[-4.3282,-1.4774,11.9272,18.4418,-1.967,-0.5056,1.0603,-0.616,0.2505,-1.2935,-0.6166],[-2.6574,-0.1723,11.5046,16.2584,-1.8606,-0.3938,1.2145,-0.7096,0.1614,-0.6207,-0.686],[-3.6691,0.256,7.2323,18.7251,-0.2713,-2.1857,0.3981,-0.775,0.3657,-1.141,-0.1255],[-4.9963,-0.3756,9.6595,20.9599,-1.3955,-1.2023,2.3693,-0.2842,0.2612,-1.123,-0.4399],[-5.074,0.5242,10.6123,17.2043,-0.6601,-0.6396,-0.4724,-0.4721,0.0428,-0.9948,-0.131],[-3.8525,-0.2237,9.3671,16.3001,-1.4171,-0.7276,-0.2954,-0.8631,0.1108,-0.9499,-0.2613],[-4.5646,-0.2423,5.6522,13.1297,-0.3566,-1.8416,2.4605,-1.3032,0.1372,-0.8617,-0.0774],[-4.7791,-2.4674,9.3345,17.3436,-1.5664,-0.5898,3.8167,-0.3094,0.4495,-1.0762,-0.0514],[-4.4199,-0.4181,7.2658,12.0959,-1.5191,-0.7757,0.5922,-0.9653,-0.1248,-1.1919,0.1754],[-3.9097,-0.1236,8.8613,13.4527,-3.1098,-1.0651,-1.6711,-1.1816,0.008,-1.6747,0.175]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_27539>\n<parameter=p_1_43>\ncedar_669\n</parameter>\n<parameter=p_2_60>\n46\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=fx_27539>\n<parameter=p_1_43>\ncedar_669\n</parameter>\n<parameter=p_2_60>\n46\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_27539>\n<parameter=p_1_43>\ncedar_669\n</parameter>\n<parameter=p_2_60>\n46\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0263","set":"final","cohort":"ambiguous","family":"encoding_direction","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_997, reference 046. These are not inputs to this request.\nCarry out this request: decode stored base64 as bytes.\nStored blob identifier: either \"cedar_631\" or \"cedar_6319\", with no preference specified.","tools":[{"function":{"description":"Decode stored base64 as bytes. Inert synthetic operation.","name":"fx_85990","parameters":{"additionalProperties":false,"properties":{"p_1_92":{"description":"Stored blob identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_92"],"type":"object"}},"type":"function"},{"function":{"description":"Encode stored bytes as base64. Inert synthetic operation.","name":"fx_45491","parameters":{"additionalProperties":false,"properties":{"p_1_92":{"description":"Stored blob identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_92"],"type":"object"}},"type":"function"}],"prompt_tokens":596,"decision":{"rms":0.39052062254495684,"sumsq":156.16548519209027,"hb":[-0.04005,-0.08367,-1.73753,0.26055,-1.15887,0.12282,-0.52388],"lse":22.803679247405288,"logits":[12.832,13.046,11.537,11.796,12.532,10.992,8.216,8.833,10.341,10.793,10.054,15.914,11.225,10.434,15.589,11.319,9.029,11.398,10.235,9.349,20.565,9.482,10.977,13.769,13.053,11.187,9.488,9.802,12.956,8.836,9.833,13.665,14.019,7.544,14.439,10.564,8.966,11.206,8.469,10.074,12.366,8.272,8.601,12.173,7.202,9.974,-0.027,10.836,7.998,15.181,3.758,8.375,8.694,8.656,8.689,8.494,9.603,12.399,11.588,6.701,6.628,14.293,3.574,8.076,9.919,11.698,4.719,11.015,1.221,18.268,10.301,9.833,9.211,0.425,9.231,4.241,9.353,8.599,9.773,9.379,9.458,9.617,8.932,8.885,11.041,9.956,7.606,4.656,10.291,11.316,2.05,6.695,16.954,12.441,5.863,7.681,13.071,-3.756,4.332,3.385,6.388,9.194,1.218,9.283,-0.966,14.172,9.86,5.411,7.999,11.5,8.905,10.273,5.947,5.335,9.087,10.892,15.189,5.478,7.98,8.99,12.735,10.709,12.937,13.759,13.398,11.756,4.706,12.084,8.354,9.53,3.61,7.312,5.029,5.757,11.253,9.881,5.974,13.951,5.937,8.968,9.211,14.271,13.189,5.042,1.472,6.1,12.103,0.856,16.625,3.64,-1.586,9.224,7.988,7.456,5.597,10.655,6.615,8.85,8.266,12.112,9.21,5.095,10.617,-1.355,7.581,5.384,11.29,8.445,-5.988,11.893,12.453,10.877,13.663,9.707,7.976,8.926,11.312,6.062,12.214,8.887,9.188,4.262,7.796,4.213,8.066,17.277,5.694,10.434,-0.382,9.572,9.88,3.025,12.031,14.516,7.127,4.474,9.918,11.572,9.142,3.682,8.401,12.791,7.531,3.465,12.991,7.408,11.557,9.936,5.896,12.781,5.026,12.525,15.115,4.108,7.169,7.035,-5.128,2.641,4.101,4.793,9.961,10.6,7.777,4.917,-1.854,7.299,8.852,4.721,2.565,5.923,12.488,0.3,3.204,7.998,9.99,11.862,5.624,10.209,6.261,9.12,10.765,6.022,6.097,4.093,6.875,12.647,0.42,-2.378,9.539,8.898,-0.999,12.813,8.736,8.812,6.424,0.401,11.052,13.432,7.627,12.354,12.139,10.277,4.97,3.397,4.754,9.081,6.299,9.59,5.213,14.975,0.153,4.172,0.171,2.497,1.811,9.96,7.699,8.785,7.249,0.272,12.877,10.388,1.541,5.4,4.63,8.753,1.779,9.483,10.775,11.562,9.535,6.444,11.605,8.917,8.233,10.91,9.559,10.853,14.672,9.076,10.714,6.873,6.012,8.984,6.941,5.477,6.647,12.087,2.718,10.463,9.302,5.033,14.062,3.592,-1.034,-1.917,8.46,8.57,-3.483,1.931,4.864,9.169,9.809,9.611,7.904,11.603,-2.915,-1.931,7.715,11.031,16.771,8.949,2.207,11.305,13.192,5.69,10.668,3.428,2.962,5.967,-0.64,11.828,11.555,11.671,8.102,5.042,9.563,6.882,7.145,5.265,12.038,5.17,-1.843,5.394,10.751,13.401,8.205,11.657,10.707,8.32,3.445,8.451,-0.907,-0.989,12.574,12.298,13.096,5.072,3.993,5.768,9.575,11.078,1.435,8.019,10.849,4.394,4.555,11.37,9.583,14.216,3.085,-1.804,16.035,1.782,8.73,4.997,3.354,3.666,11.863,13.277,3.694,11.862,4.19,12.81,1.232,10.105,7.349,3.626,1.645,3.514,4.128,-2.08,6.138,2.977,11.511,3.673,8.604,11.95,-0.18,1.648,11.709,9.817,2.358,6.145,9.382,10.067,-1.035,13.253,10.475,8.683,6.734,14.496,3.93,7.934,8.114,9.055,4.02,1.376,14.101,-0.219,13.878,7.128,4.679,6.988,1.905,7.294,8.222,7.212,15.714,12.188,8.805,10.663,7.268,6.574,3.629,5.857,11.258,1.313,11.91,1.945,7.713,0.178,9.962,-0.822,4.331,2.549,11.155,5.624,6.422,1.468,3.42,11.663,10.079,6.073,9.479,3.716,-0.58,1.765,8.033,8.858,8.038,13.757,8.277,-0.004,3.856,1.335,0.276,7.295,6.624,3.25,9.986,6.031,9.953,-0.612,7.041,10.706,-1.327,9.535,18.048,10.447,7.284,6.53,8.852,9.934,6.229,5.307,12.391,0.648,7.13,3.393,8.087,0.705,3.819,6.849,2.129,5.452,1.651,4.893,9.096,12.683,7.12,8.029,0.201,5.132,8.68,4.417,8.618,12.881,9.109,5.797,9.609,2.71,1.749,0.669,6.911,6.558,2.52,-2.141,0.759,7.194,4.058,6.039,3.436,6.749,6.231,5.675,8.612,4.584,5.229,7.219,5.517,2.05,-0.548,11.839,1.622,7.463,11.769,6.738,5.104,6.93,4.018,6.201,-1.107,0.262,7.945,10.43,5.39,10.891,4.917,9.128,9.763,6.489,-0.942,3.591,8.043,9.981,8.266,2.563,8.569,4.173,0.244,3.942,5.153,9.477,2.859,7.506,-2.907,4.819,7.064,3.096,2.212,7.405,11.598,-0.878,4.158,1.507,7.229,1.748,10.984,0.322,10.572,10.087,-1.695,9.252,10.908,-0.336,3.393,2.402,7.023,13.115,4.268,6.694,8.23,4.623,11.75,9.395,1.479,-2.08,-3.554,2.625,7.695,12.564,9.627,7.747,-1.33,8.847,4.741,8.512,6.187,6.931,11.609,5.671,5.273,1.515,5.262,12.082,4.415,9.022,-1.335,4.342,6.051,2.155,5.562,3.009,8.458,11.936,7.153,2.233,2.977,6.34,11.625,-0.155,5.963,7.543,6.334,8.095,6.217,-2.653,4.013,3.24,-0.553,3.39,9.756,9.19,-2.534,2.929,-0.539,14.953,-2.35,5.02,9.218,8.289,5.656,9.166,1.656,5.833,7.678,-0.784,6.661,9.94,-4.585,0.458,6.326,5.448,1.307,6.611,9.027,6.814,0.799,3.33,5.143,2.155,8.296,12.714,1.025,3.058,0.982,9.999,6.516,8.544,5.033,6.729,12.029,7.012,2.17,5.916,2.701,2.675,7.026,0.543,6.496,1.498,3.046,-0.24,12.469,-2.165,5.793,6.322,1.477,5.101,9.481,-0.563,7.979,12.055,1.737,1.308,5.702,6.695,6.105,3.522,6.259,3.108,5.493,2.545,3.149,7.642,0.647,8.385,7.752,4.696,4.352,2.231,2.356,5.243,-1.141,8.534,8.097,2.42,12.121,2.985,3.637,6.366,6.831,5.48,7.184,2.576,1.97,4.834,6.151,0.036,1.513,10.241,1.566,0.937,6.877,1.219,-2.4,2.117,7.511,2.063,3.822,-1.726,2.88,9.302,4.76,4.488,2.652,0.425,0.19,2.038,-1.145,-3.98,11.016,7.955,2.641,-0.876,2.301,7.814,2.584,9.134,10.619,-2.185,6.374,6.073,4.4,5.081,9.595,0.658,3.993,2.364,9.581,-0.217,-0.469,3.755,1.506,-0.548,0.078,0.447,1.729,0.189,2.969,5.403,0.034,6.038,4.369,2.283,-0.655,-0.939,-1.178,0.07,2.51,0.112,5.067,0.064,5.38,2.326,5.578,2.553,0.352,1.968,1.672,4.501,0.816,5.119,4.361,3.874,-1.347,3.679,0.815,2.153,0.386,-2.448,3.518,1.602,0.773,1.227,1.715,-0.134,1.399,11.703,10.055,2.817,3.878,2.301,4.857,5.109,-0.999,-0.97,3.259,1.666,-1.653,-0.149,-0.265,-4.633,5.006,-0.788,2.398,0.32,2.85,-0.837,-1.853,2.509,-1.542,1.162,1.436,0.595,1.629,-2.035,-0.787,-1.782,1.87,0.835,-0.81,1.254,0.024,-0.208,1.724,3.652,1.159,-1.625,-1.574,0.397,1.454,1.557,2.352,2.026,5.126,1.318,-1.743,-2.875,6.43,3.964,-0.15,2.18,3.239,4.054,-1.129,-0.783,0.776,1.64,-0.013,5.134,-1.065,1.658,2.937,6.476,0.838,0.506,3.826,2.776,-0.084,4.276,-2.654,2.605,-0.493,-0.68,4.698,1.77,1.378,2.271,-2.845,-0.18,4.128,0.082,0.187,2.222,1.796,3.5,1.15,7.383,0.807,3.13,0.415,1.414,1.361,0.38,3.488,1.858,1.383,4.531,-1.611,-0.193,3.006,3.899,0.556,4.816,1.514,4.303,1.546,0.057,4.725,4.099,3.317,2.575,1.323,2.176,-1.495,1.213,-2.303,-2.921,1.669,-0.565,-0.538,-0.39,0.994,0.881,1.239,6.251,5.678,1.622,2.551,3.71,2.715,-1.109,1.397,4.847,0.981,1.055,5.871,0.388,5.223,3.825,5.95,-0.48,5.492,-1.976,3.08,0.589,-0.313,-0.177,-2.24,-1.82,2.756,2.466,0.247,4.819,4.78,3.618,-0.09,3.262,2.49,0.533,5.198,-0.446,5.259,4.669,0.895,-0.527,0.488,1.089,-2.205,-0.567,-0.337,-1.355,2.056,-2.362,4.189,2.661,-0.915,-1.283,4.245,4.225,0.638,2.794,3.231,2.548,-4.224,9.893,22.632,10.828,11.819,11.598,15.717,14.606],"base_top":[[248058,22.632],[40,20.565],[760,18.268],[27775,18.048],[3928,17.277],[1206,16.954],[12189,16.771],[2665,16.625],[15947,16.035],[27,15.914]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,23,20,24,24,15,29,198,27,15704,16874,62,16,62,24,17,29,198,1931,277,62,21,18,16,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","8","5","9","9","0",">","\n","<","parameter","=p","_","1","_","9","2",">","\n","ced","ar","_","6","3","1","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[0.0757,0.033,-1.2134,-1.4675,-1.5918,0.4846,-0.5899,-0.079,0.1914,-0.9478,-0.1223],[-4.0419,0.6607,7.3188,14.8101,-1.08,-1.8734,1.9549,-0.8816,0.1457,-0.6465,-0.4681],[-5.0311,-0.9441,10.5814,17.844,-0.9978,-0.9677,-0.1079,-0.0601,0.2032,-0.8078,-0.3321],[-2.2943,-1.7615,9.5241,16.2158,-1.4806,-1.1155,1.3199,-0.8768,0.1025,-0.6455,-0.1231],[-2.7902,-2.5052,10.0669,16.1221,-1.585,-1.0447,-1.171,-0.6606,0.2508,-1.2026,0.5794],[-1.7057,-3.5039,9.2738,14.9723,-0.5418,-0.6224,0.1477,-0.7256,0.592,-1.2572,0.0744],[-3.693,-2.2331,11.1189,20.7385,-1.2343,0.4775,-0.7531,-1.0999,0.2593,-1.5957,0.0435],[-2.0043,-2.6804,14.9177,19.821,-0.6311,-0.511,-1.5068,-0.526,0.1726,-1.6009,-0.4857],[-2.4136,-1.4875,14.2201,20.2905,-2.1785,-3.3697,-2.0678,-1.54,-0.07,-1.3028,-0.6218],[-3.4674,-2.3934,13.4733,19.7532,-1.012,-2.6635,-0.7387,-1.4738,-0.3141,-1.4626,-0.4636],[-2.266,-2.9703,12.9631,18.9365,-0.3044,-1.8977,0.0268,-1.0623,-0.2506,-1.5287,-0.3723],[-3.0589,-0.9541,11.7849,20.5082,-0.9054,-1.0537,-0.7697,-1.4291,-0.0711,-1.5399,-0.2349],[-4.869,-1.4106,10.4922,22.5179,-0.5622,-2.4446,0.6741,-0.6243,0.0023,-1.2036,-0.076],[-5.8293,-0.187,10.0561,21.124,-0.965,-2.3172,1.7641,0.0726,0.0554,-0.8993,-0.2965],[-4.7604,-0.2583,10.3497,17.8488,-0.991,-1.0065,0.3583,-0.2124,-0.2003,-1.1087,-0.2304],[-0.6314,-0.9021,10.0796,17.5947,-2.1579,-1.47,3.1268,-0.3207,-0.0511,-0.8871,-0.5375],[-1.8073,-1.412,10.2314,19.9602,-2.0051,-1.4727,-1.0834,-0.8198,-0.0433,-1.1453,0.1268],[-4.2142,-1.2387,11.3475,22.2544,-2.4119,-1.5893,0.3343,-1.0925,0.2681,-1.5192,-0.2168],[-3.0299,-2.0343,14.6121,22.8224,-2.2194,-1.2943,-0.6713,-0.3857,0.1273,-1.6739,-0.8037],[-3.3546,-2.1004,11.515,22.2751,-1.7275,-1.2585,0.8051,-1.3774,0.147,-2.1629,-0.0628],[-2.944,-2.6024,14.9106,20.9105,-1.4425,-1.6122,0.2091,-0.4827,0.0241,-1.7231,-0.6023],[-4.0471,-1.253,12.3614,22.5207,-0.492,-1.8455,0.8,-1.1342,0.2046,-1.7163,-0.2767],[-4.4955,-1.6811,12.5543,20.9585,-1.0212,-2.7265,0.4955,-0.747,0.0677,-1.5998,-0.0246],[-3.3576,-0.9583,16.0993,19.0852,-2.7699,-1.11,1.405,-0.4355,0.3704,-1.369,-0.29],[-1.0074,-0.4057,19.8263,14.613,-0.9089,-0.882,-1.3859,-0.6087,0.3293,-1.5217,-0.2462],[-3.139,-2.1941,13.9969,20.8495,-0.9638,-0.6295,0.4765,-1.346,0.0611,-1.1398,-0.0534],[-4.1082,-0.1487,13.0092,22.2405,-1.6209,-0.3598,1.2216,-1.5835,0.1481,-1.7596,0.0062],[-2.3509,-1.1618,16.3005,20.5494,-1.7692,-1.0442,-1.2382,-0.7038,0.0582,-1.4959,-0.568],[-4.5292,-1.901,12.5588,18.8791,0.1498,-2.2734,-0.0069,-1.0046,-0.0141,-1.6731,-0.4156],[-2.6501,-0.477,12.8949,20.1831,-0.409,-0.7093,-0.6005,-1.2306,0.4218,-1.7434,-0.3533],[-3.1193,-0.3415,12.46,19.2817,-0.9707,-2.0089,0.6046,-1.0388,0.1753,-1.6681,-0.336],[-3.7046,-0.3332,11.4545,17.1918,-1.2323,-0.872,0.2667,-0.4906,0.3336,-1.2347,-0.6943],[-2.5597,0.3512,10.7248,15.7968,-1.4334,-1.0897,0.7596,-0.3339,0.0868,-0.4106,-0.7527],[-3.6456,0.5237,8.4775,20.885,-0.9048,-2.7029,0.7252,-0.7656,0.2153,-1.0412,-0.1233],[-2.4981,-1.2677,10.9854,21.1684,-0.5453,-1.185,0.6778,-0.2073,0.2219,-1.3961,-0.3762],[-3.78,0.3704,9.1857,16.6466,-0.607,-1.1683,-0.2611,-0.5554,-0.1204,-1.0768,-0.2921],[-0.8383,-0.5648,10.5643,18.4819,-2.6187,-1.1068,2.3451,-0.436,-0.0764,-0.7783,-0.3815],[-2.0191,-1.1535,10.1355,20.8247,-2.0763,-1.696,-1.6504,-0.6084,-0.1261,-1.0856,0.0587],[-2.5425,0.2797,10.8342,19.9158,-1.3549,-3.1488,-0.726,-0.6551,0.0145,-1.3457,-0.1471],[-3.9885,-1.3891,11.087,21.671,-0.5397,-2.1605,-0.5752,-0.8125,-0.0666,-1.5188,-0.0882],[-2.7578,-0.8655,12.9674,19.9522,-1.9047,-2.3403,0.7483,-0.362,-0.0637,-1.3064,-0.1476],[-1.1819,-0.7989,16.5984,16.7825,-0.6166,-2.4316,-1.4866,-0.7161,-0.0539,-1.4052,-0.1804],[-4.1879,-0.7338,11.2646,22.3416,-1.02,-2.4797,0.8405,-0.6348,-0.0224,-1.6305,-0.1908],[-4.3205,-0.8196,11.8179,18.2987,-1.6166,-0.6286,0.7107,-0.5694,0.2224,-1.1799,-0.656],[-3.1344,-0.2463,11.6168,17.4445,-1.388,-0.7191,1.0191,-0.5534,0.1185,-0.6141,-0.7628],[-4.081,0.3447,8.1447,19.5263,-0.4197,-2.2443,0.3514,-0.6549,0.3748,-0.9781,0.0018],[-4.1664,-1.4071,10.9602,19.6912,-0.4703,-1.3156,0.7148,-0.1523,0.3805,-1.1272,-0.5073],[-5.1944,0.5015,10.8778,17.2202,-0.1236,-1.2627,-0.634,-0.5021,0.0802,-0.8795,-0.1319],[-4.0455,0.0514,9.4903,16.4075,-0.9913,-1.4133,-0.5472,-0.6253,0.1587,-0.7736,-0.3185],[-5.1104,0.1157,6.5586,14.176,-0.3054,-2.4188,2.3379,-1.3507,0.2217,-0.8795,-0.1173],[-4.9411,-2.2959,9.7338,16.2754,-0.7199,-1.467,2.5704,-0.1013,0.2803,-0.9443,-0.2937],[-4.5833,-0.4282,9.015,12.7207,-1.9779,-1.1973,0.1683,-1.0884,0.1022,-1.2678,0.0502],[-3.987,0.0605,8.2422,12.4027,-2.3786,-0.861,-1.311,-1.2583,0.0361,-1.4183,0.0615]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_85990>\n<parameter=p_1_92>\ncedar_631\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=fx_85990>\n<parameter=p_1_92>\ncedar_631\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_85990>\n<parameter=p_1_92>\ncedar_631\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0174","set":"final","cohort":"no_tool","family":"coordinate_transform","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_158, reference 069. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to rotate a point counterclockwise by degrees. Do not access or change stored data.\nAngle in degrees: 38. Stored point identifier: \"043\".","tools":[{"function":{"description":"Rotate a point counterclockwise by degrees. Inert synthetic operation.","name":"fx_90073","parameters":{"additionalProperties":false,"properties":{"p_1_72":{"description":"Stored point identifier","type":"string"},"p_2_17":{"description":"Angle in degrees","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_72","p_2_17"],"type":"object"}},"type":"function"},{"function":{"description":"Rotate a point clockwise by degrees. Inert synthetic operation.","name":"fx_42768","parameters":{"additionalProperties":false,"properties":{"p_1_72":{"description":"Stored point identifier","type":"string"},"p_2_17":{"description":"Angle in degrees","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_72","p_2_17"],"type":"object"}},"type":"function"}],"prompt_tokens":664,"decision":{"rms":0.3684508384021753,"sumsq":139.01314080692828,"hb":[-0.02884,-0.06279,-1.60318,0.2152,-1.18761,0.36792,-0.37398],"lse":22.229340052537683,"logits":[14.896,14.535,14.183,13.654,13.468,14.932,10.877,8.789,10.267,12.45,12.234,16.046,16.606,8.896,14.793,10.644,9.057,13.931,9.653,10.246,18.15,9.832,10.365,12.22,10.568,12.038,13.952,9.065,12.71,9.078,8.497,14.194,14.022,11.569,12.365,13.718,8.247,10.595,7.983,7.844,10.676,7.582,7.162,12.155,5.883,5.737,5.017,11.662,4.988,15.975,5.442,6.391,7.245,6.271,8.798,6.285,8.544,12.139,12.151,6.516,4.944,16.216,2.982,6.698,8.149,10.125,5.059,13.364,1.298,18.252,10.115,7.976,9.425,-1.353,14.382,5.723,8.837,6.233,7.133,12.949,9.673,9.247,9.213,8.987,12.841,6.604,7.643,2.425,12.883,11.161,0.354,6.177,20.087,9.205,10.048,7.582,14.776,-3.073,1.094,4.959,9.192,7.916,0.789,8.992,-0.4,14.057,12.248,3.725,6.022,10.626,4.672,10.157,7.366,7.543,6.952,12.466,17.026,8.472,8.284,9.897,15.237,12.851,14.523,14.156,15.873,10.494,2.311,11.702,9.145,9.838,3.147,9.972,5.909,8.519,9.802,8.679,4.591,15.333,4.25,17.969,7.923,15.669,12.695,7.595,0.457,7.822,14.109,-2.193,16.079,4.107,-2.951,12.383,6.339,8.564,7.224,10.218,9.099,6.79,10.018,9.134,9.555,5.13,9.817,-3.243,8.71,2.834,13.438,10.387,-6.613,9.186,12.563,12.689,14.622,11.218,7.341,5.765,8.319,8.222,12.403,7.262,7.823,4.979,9.664,4.064,8.463,15.126,7.481,10.262,-0.308,11.489,10.684,3.81,15.197,12.97,4.38,6.678,10.039,13.105,8.095,3.202,8.019,11.989,8.425,-0.032,12.259,9.195,11.592,5.64,3.805,12.354,5.605,11.639,14.099,2.778,8.556,4.31,-2.897,0.929,2.144,4.396,8.009,6.144,9.663,4.148,0.036,10.0,7.791,3.421,-0.5,5.517,10.685,-1.223,1.991,8.066,11.132,9.178,3.429,12.568,6.404,9.432,5.795,3.303,3.948,3.84,5.185,12.202,0.022,-0.97,8.411,8.659,-1.179,9.424,10.314,12.908,6.231,-1.395,12.251,10.929,7.835,11.876,6.84,11.005,5.767,2.045,4.285,9.331,11.091,10.008,8.234,14.992,-0.063,2.542,0.304,1.534,1.859,9.844,10.815,7.332,8.789,-1.287,9.788,10.917,1.175,5.919,7.623,7.928,-1.574,6.653,11.683,11.839,6.625,10.806,10.935,7.746,11.426,8.345,8.427,12.634,13.628,9.973,11.883,7.766,4.648,10.553,6.167,6.653,7.471,10.604,1.198,11.029,11.025,5.639,14.71,4.777,-0.913,-0.793,10.292,7.764,0.076,1.079,2.437,8.817,10.89,7.702,7.213,11.834,-2.926,-2.457,6.116,9.156,16.393,8.53,3.454,12.135,10.805,2.456,10.225,1.544,4.21,6.31,0.086,9.533,12.137,12.543,7.896,6.535,9.746,4.283,4.671,2.549,9.839,6.144,-2.729,1.782,6.235,12.715,8.755,13.236,9.732,9.145,1.064,7.551,-2.393,-2.195,12.496,7.979,11.408,4.027,3.338,4.308,11.364,8.02,1.251,6.793,10.948,4.857,6.108,10.993,7.92,15.092,1.021,-2.334,15.314,7.72,9.022,7.626,2.909,3.781,7.662,11.171,3.94,11.222,5.867,13.018,-1.834,11.725,8.797,15.587,0.537,1.436,5.927,-4.193,7.461,4.525,10.86,-0.089,7.555,9.489,-1.969,1.618,12.35,7.37,2.399,4.907,11.149,9.456,-1.427,10.814,8.313,11.011,5.83,9.694,2.249,7.177,9.088,8.935,2.7,-2.208,13.149,-3.213,12.866,10.946,3.004,4.855,-0.157,4.496,9.087,5.871,11.387,12.357,10.1,7.397,7.03,4.675,2.721,3.527,10.555,1.076,11.919,-0.298,8.005,-0.405,11.771,-2.71,1.516,2.855,9.699,6.291,7.991,-0.33,3.25,12.527,8.831,5.301,8.836,1.659,0.221,2.442,5.744,8.118,8.656,12.649,9.911,-1.747,2.254,1.936,1.429,7.185,7.042,1.727,7.527,6.362,10.733,0.946,7.752,13.412,-1.678,9.068,16.65,10.936,7.407,7.549,6.973,6.307,5.92,6.454,11.855,-0.63,9.854,0.644,6.47,3.344,4.184,7.242,1.248,4.641,-0.623,6.565,11.326,12.458,5.862,11.353,1.304,4.407,11.34,1.991,5.031,14.417,5.654,5.376,9.601,2.963,1.273,0.553,16.903,7.15,0.48,-2.294,4.054,5.887,4.457,7.009,4.377,3.243,6.043,6.431,6.113,2.59,16.728,4.297,7.072,1.556,-0.838,9.334,-0.826,6.715,12.18,10.738,5.792,5.06,0.696,8.076,-0.685,2.54,6.21,13.134,6.54,11.419,1.941,8.804,7.306,2.907,-1.854,1.744,9.493,10.737,6.629,3.611,10.371,2.214,-1.262,6.535,4.914,11.328,4.101,3.14,-2.299,6.997,4.632,0.603,1.185,9.084,8.263,-0.89,4.985,0.89,7.136,-0.599,7.217,-0.15,12.452,8.077,-0.485,5.779,6.629,2.547,3.556,0.331,5.106,13.119,2.509,7.298,6.755,4.444,11.843,9.521,2.104,-2.131,-2.583,-0.005,8.936,8.788,7.983,10.913,-0.391,6.201,2.368,7.707,7.626,8.79,10.186,5.119,4.651,1.586,7.215,11.96,6.22,8.537,-0.281,3.135,2.35,1.686,4.16,3.116,9.511,13.057,9.875,-0.053,1.648,4.649,10.829,2.104,7.657,8.711,5.856,7.401,7.711,-4.7,13.087,4.452,-0.11,3.374,9.587,10.224,-2.231,-0.921,2.752,10.784,-2.449,4.547,9.133,6.693,6.223,10.084,-0.51,4.915,8.182,-2.151,7.693,13.881,-2.629,-2.228,2.29,8.509,0.673,5.939,8.279,2.271,1.164,1.533,2.349,0.948,5.88,9.128,3.669,1.668,0.076,10.574,8.833,9.286,7.327,13.497,13.935,9.369,1.325,6.847,1.734,2.17,7.466,0.223,7.58,0.28,0.317,-1.927,12.857,-0.421,8.281,2.098,0.663,5.721,9.299,-1.275,9.877,11.703,0.719,1.359,5.787,6.121,1.576,2.935,0.36,0.732,5.148,5.159,1.869,11.548,-2.577,11.263,6.531,3.776,6.086,0.927,3.853,5.864,2.468,8.651,8.874,0.101,11.792,1.829,0.84,5.281,6.755,2.767,10.053,-0.17,1.17,1.116,6.387,-0.301,0.259,10.82,-1.216,1.593,5.48,3.323,-3.943,1.457,5.741,0.249,1.683,-0.303,-0.282,10.461,8.737,2.476,0.566,0.857,-2.779,3.156,0.934,-3.275,7.092,9.918,-0.622,-2.754,4.582,8.295,2.142,7.596,11.885,-2.008,4.943,5.881,5.48,3.4,9.668,-1.624,4.928,-0.763,8.465,1.939,-2.526,4.381,2.305,1.54,-1.025,1.248,0.914,3.785,3.972,4.957,0.155,4.644,4.918,4.649,-0.749,-3.314,0.24,1.941,1.911,2.643,4.614,1.722,3.808,1.06,7.596,2.558,-0.284,1.695,0.202,2.804,2.143,6.053,2.195,4.374,-1.991,2.87,3.137,1.549,0.409,-4.096,2.555,7.487,0.227,-0.379,2.002,-1.386,0.137,9.494,7.587,4.808,1.893,3.306,4.871,4.38,0.502,-1.466,2.027,1.693,0.099,0.256,3.0,-4.794,3.046,-0.674,1.668,1.192,1.966,-1.329,-1.72,1.24,0.166,-2.586,-0.281,2.188,3.152,-0.968,-1.272,-0.441,0.425,-0.18,0.02,2.279,2.285,-0.701,0.865,3.719,0.856,-1.82,-0.716,-0.565,-0.332,0.835,0.349,1.198,3.34,5.846,-1.092,-1.814,5.727,3.036,0.095,1.897,4.336,4.51,0.698,0.384,1.114,-1.082,-0.557,2.851,-1.209,1.705,1.637,5.137,2.564,1.814,2.456,4.308,0.23,3.904,0.239,1.702,1.822,-1.944,1.858,1.181,0.965,-1.092,-2.776,-3.375,0.54,2.04,-0.266,1.126,0.499,2.833,0.921,5.383,-1.867,2.218,0.056,4.29,0.397,0.376,5.718,0.89,1.283,4.067,-0.877,-2.167,0.973,5.505,2.608,0.507,3.333,-0.365,-0.207,1.441,2.698,0.247,2.439,1.348,0.421,2.077,-0.587,-2.186,-0.876,-4.842,1.694,-0.858,1.941,0.522,-0.007,-2.214,2.405,1.449,2.778,-0.712,2.099,2.044,0.258,-0.597,-0.971,3.731,-1.611,-1.077,6.925,0.906,1.282,1.977,3.966,0.334,1.672,-1.792,4.341,0.165,0.404,-0.044,-3.836,-2.458,3.512,2.981,0.708,2.284,1.986,4.842,0.224,3.192,4.314,-0.577,4.749,-0.172,4.333,2.947,-2.357,0.564,-2.061,-0.182,-2.611,0.835,0.172,0.237,2.982,-2.26,0.122,-1.099,-2.374,1.735,2.606,4.268,2.508,1.468,4.905,0.494,-3.289,9.007,21.946,8.089,8.475,8.892,16.579,12.243],"base_top":[[248058,21.946],[1206,20.087],[760,18.252],[40,18.15],[2427,17.969],[1919,17.026],[33395,16.903],[35711,16.728],[27775,16.65],[32,16.606]]},"positions":{"tokens":[248058,198,27,1628,28,8040,62,24,15,15,22,18,29,198,27,15704,16874,62,16,62,22,17,29,198,15,19,18,198,510,15704,29,198,27,15704,16874,62,17,62,16,22,29,198,18,23,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fx","_","9","0","0","7","3",">","\n","<","parameter","=p","_","1","_","7","2",">","\n","0","4","3","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","1","7",">","\n","3","8","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[2.3995,-2.854,0.4204,1.0234,-1.8666,1.3798,1.7274,0.0278,-0.1255,-0.8721,-0.2274],[-4.6481,-0.5406,7.1711,14.4896,-1.1969,-1.7643,1.752,-0.8166,0.0835,-0.6285,-0.4283],[-4.6954,-1.5021,10.7062,17.4518,-1.5099,-0.6647,0.2214,-0.2172,0.0763,-0.8704,-0.2991],[-2.5552,-1.9725,9.9912,16.0608,-1.8312,-0.383,1.2421,-0.8129,0.1058,-0.827,-0.1065],[-2.5118,-2.4318,9.7571,15.6033,-2.2782,-0.6857,-0.9276,-0.7092,0.3143,-1.1384,0.5294],[-2.1635,-1.9621,13.7683,16.5226,-1.24,-1.0773,-0.2265,-1.0935,0.3554,-1.4483,-0.1234],[-2.9731,-2.1685,11.7737,21.1819,-1.5157,0.2431,0.2553,-1.2594,0.1327,-1.5651,0.1204],[-1.7893,-2.1757,15.3719,19.9596,-0.8029,-1.2633,-0.9675,-0.683,0.0417,-1.5531,-0.4306],[-2.8171,-1.9655,13.7081,21.0935,0.0051,-1.1272,-1.5213,-1.3133,-0.0616,-1.4872,-0.4024],[-2.7179,-1.3805,11.4685,18.6059,-0.7124,-0.6509,-1.4597,-1.5639,-0.3933,-1.319,-0.3111],[-2.7098,-2.0131,12.25,18.6712,0.2605,-0.9284,-0.674,-1.3921,-0.1462,-1.0921,-0.3866],[-4.0473,-1.7551,9.917,19.6578,-0.4656,-2.2717,-0.4588,-1.5328,0.0089,-1.5321,-0.2345],[-4.5525,-1.7494,9.8828,21.9717,-0.8495,-1.6715,1.2724,-0.806,-0.0325,-1.1403,-0.0679],[-4.8103,-1.161,9.3377,21.4558,-1.067,-1.9932,2.1779,-0.2887,0.0908,-1.0207,-0.2621],[-4.8228,-0.6022,10.6489,17.6271,-1.3706,-1.5179,0.1343,-0.1962,-0.2321,-1.0505,-0.2971],[-1.3491,-1.0446,10.3068,18.1078,-2.1294,-1.3799,2.5827,-0.4312,-0.086,-1.0021,-0.5844],[-1.94,-2.0692,9.774,20.4091,-2.2941,-1.0933,-0.9843,-0.7712,0.0423,-1.1419,0.0379],[-3.5584,-1.4924,10.4636,21.7746,-2.7043,-1.0655,0.6912,-1.0178,0.1874,-1.3775,-0.1442],[-2.4883,-2.2252,14.4204,22.711,-2.587,-1.0215,-0.3507,-0.3779,0.1713,-1.3956,-0.6243],[-3.7894,-2.0868,11.0338,22.8875,-1.6084,-1.2109,1.093,-1.3421,0.0888,-1.9993,-0.1057],[-3.0347,-2.4919,14.7715,21.9227,-1.4028,-1.2615,0.393,-0.5726,0.0418,-1.4703,-0.6691],[-3.2577,-1.6217,11.383,21.8259,-0.8189,-1.7318,0.5446,-1.1047,0.0804,-1.6187,-0.2448],[-3.7306,-1.7307,10.7817,21.8447,-1.697,-1.7708,0.8616,-0.6293,0.0693,-1.6075,0.0361],[-2.442,-0.9989,12.9403,19.7369,-3.416,-0.5356,2.528,-0.4243,0.3835,-1.1051,-0.1581],[-1.1258,-1.4016,16.3294,15.7165,-2.0169,-0.2729,-1.0071,-0.349,0.2165,-1.2669,-0.2008],[-2.0432,-1.8601,14.6997,20.9213,-0.1971,-0.8324,-0.6276,-0.768,0.2985,-1.386,-0.2763],[-4.0097,-1.9519,12.183,21.5299,-0.6338,-1.8269,0.1114,-0.7822,0.1301,-1.7073,-0.2331],[-3.0314,-1.4695,11.1483,21.2125,-1.524,-1.2929,0.745,-0.6169,0.1834,-1.5194,-0.2131],[-4.1723,-1.4668,12.0289,18.7758,-1.6954,-1.1414,1.4446,-0.521,0.1596,-1.3001,-0.63],[-2.4159,0.1675,11.3811,16.126,-1.778,-1.0763,0.9297,-0.5643,0.0735,-0.6291,-0.5795],[-4.3153,-0.2053,8.4989,21.3991,-0.717,-2.9154,1.6609,-1.0494,0.2588,-1.2425,-0.2955],[-2.9666,-1.4421,11.0611,20.2993,-3.3919,0.3817,2.1189,-0.6765,-0.1552,-1.7504,-0.121],[-3.958,-0.7353,9.9657,17.7806,-1.5152,-0.8672,0.2609,-0.5721,-0.1642,-1.1625,-0.2802],[-1.0786,-1.5429,10.807,18.8283,-2.9197,-1.0326,2.9813,-0.6188,0.0827,-0.9412,-0.3686],[-1.8534,-2.2287,9.5156,20.2074,-2.5298,-0.7838,-0.305,-0.8414,0.068,-1.2563,0.098],[-3.3646,-1.2411,10.574,20.8503,-2.875,-1.3867,1.0983,-1.0885,0.3104,-1.4135,-0.0474],[-2.9852,-2.5884,14.2505,21.3631,-2.3656,-0.8871,0.2098,-0.5376,0.2565,-1.4446,-0.5934],[-3.8525,-2.9255,11.2469,22.1849,-2.3739,-0.64,0.0202,-1.3264,0.1092,-1.9962,-0.039],[-2.6961,-3.6018,14.7313,20.8752,-2.5388,-0.5091,-1.3064,-0.6445,-0.0056,-1.5712,-0.6854],[-2.8692,-2.2542,11.6186,21.5206,-1.0693,-1.4046,-0.1842,-1.2032,0.0394,-1.6126,-0.4843],[-3.8712,-1.6391,10.6035,21.5622,-2.3503,-2.5837,2.3454,-0.9075,-0.0155,-1.4118,0.0061],[-3.447,-1.8267,13.0897,20.1166,-3.1327,-1.0957,2.6245,-0.4668,0.2025,-0.9984,-0.3294],[-1.9269,-2.438,16.113,16.9785,-1.3791,-0.9377,-0.5049,-0.3763,-0.0354,-1.0994,-0.2386],[-2.0295,-2.3095,11.7714,19.2753,0.4618,-1.1457,0.2169,-0.5735,0.0799,-1.2686,-0.5294],[-3.8475,-1.6048,10.593,20.6064,-1.68,-1.2376,-0.1039,-0.4853,-0.0449,-1.3221,-0.421],[-4.2616,-1.7309,11.6791,18.6828,-1.178,-0.6175,0.7755,-0.4791,0.113,-1.2966,-0.644],[-2.6811,0.2418,11.126,16.6113,-1.4411,-0.632,0.9008,-0.5892,0.1051,-0.6235,-0.6143],[-3.4791,0.302,7.9562,20.0572,-0.6644,-2.3588,1.0985,-0.8773,0.1853,-1.1051,-0.1677],[-3.5829,-1.0506,9.2651,19.4186,-1.9133,-0.0854,1.957,-0.6291,-0.1624,-1.7252,-0.2513],[-3.6727,0.185,9.5698,16.5067,-0.8932,-0.6493,0.1647,-0.8597,-0.1485,-1.2325,-0.3832],[-1.2576,-1.2474,10.3602,18.3226,-2.888,-0.7294,2.5713,-0.4026,-0.1133,-0.7731,-0.4784],[-2.2987,-1.8637,9.4667,20.6159,-2.2898,-1.4443,-1.0965,-0.7416,-0.1222,-1.1309,-0.051],[-2.1809,-0.08,10.3718,19.4327,-1.4529,-2.8969,-0.5612,-0.8,-0.0265,-1.4123,-0.1234],[-4.1901,-1.7327,10.6969,21.6944,-0.7275,-2.1114,-0.0026,-0.9837,-0.1146,-1.6422,-0.0859],[-3.3553,-1.2852,13.1022,20.0878,-2.3211,-1.6275,1.0954,-0.2862,-0.1123,-1.3046,-0.1544],[-1.5695,-1.2949,16.0916,16.8688,-1.0711,-1.8734,-0.9381,-0.7543,-0.0963,-1.5323,-0.2251],[-4.4577,-1.4647,10.6644,22.1189,-1.5027,-1.869,1.3986,-0.6708,-0.0235,-1.589,-0.1841],[-4.5925,-1.516,12.1331,18.7973,-1.8049,-0.866,1.0895,-0.6012,0.2107,-1.2692,-0.5953],[-2.7938,-0.237,11.7056,16.9807,-1.8124,-0.3984,1.3133,-0.6938,0.1639,-0.6277,-0.7074],[-3.9456,-0.0465,7.7966,19.44,-0.2954,-2.2817,0.4868,-0.7272,0.375,-1.1194,-0.1176],[-5.2391,-1.6329,9.2468,20.2383,-1.9699,-0.4989,2.8555,-0.4111,0.1473,-1.3334,-0.5091],[-4.9866,0.3661,11.0996,17.7584,-0.6137,-0.6254,-0.3604,-0.5255,0.0389,-0.9793,-0.1732],[-3.8907,-0.326,9.8512,16.7647,-1.4275,-0.657,-0.3995,-0.7489,0.1061,-0.9813,-0.2982],[-4.6869,-0.7367,5.6145,13.4824,-0.509,-1.7598,2.0986,-1.1484,0.2483,-0.9743,-0.0808],[-4.5134,-3.2075,9.7218,17.1929,-1.7783,-0.1845,3.4879,-0.0945,0.1481,-1.2846,-0.2989],[-4.2394,0.1878,7.8953,12.2842,-1.7286,-0.7572,-0.5774,-0.6764,-0.1236,-1.1271,0.0606],[-3.4376,-0.4166,9.9938,14.5553,-2.1603,-0.8419,-1.7198,-1.0461,-0.0993,-1.6081,0.0894]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_90073>\n<parameter=p_1_72>\n043\n</parameter>\n<parameter=p_2_17>\n38\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"final-611406-0186","set":"final","cohort":"no_tool","family":"checksum","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to check stored data against its saved checksum. Do not access or change stored data.\nStored data identifier: \"028\".\nUnrelated archived note: cedar_193, reference 081. These are not inputs to this request.","tools":[{"function":{"description":"Check stored data against its saved checksum. Inert synthetic operation.","name":"verify_checksum","parameters":{"additionalProperties":false,"properties":{"data":{"description":"Stored data identifier","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["data"],"type":"object"}},"type":"function"},{"function":{"description":"Compute a checksum of stored data. Inert synthetic operation.","name":"compute_checksum","parameters":{"additionalProperties":false,"properties":{"data":{"description":"Stored data identifier","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["data"],"type":"object"}},"type":"function"}],"prompt_tokens":560,"decision":{"rms":0.35893107842227,"sumsq":131.92245151475072,"hb":[-0.08382,-0.0382,-1.11143,0.15268,-0.6771,0.34125,-0.39629],"lse":21.63358141869531,"logits":[14.939,14.887,15.271,13.818,13.728,12.822,8.533,10.52,10.081,12.035,11.017,15.309,13.99,9.167,13.743,11.538,10.024,9.837,9.568,10.15,20.282,9.867,9.925,14.779,12.024,11.412,10.726,9.58,11.606,11.833,8.225,12.737,15.523,9.222,11.725,8.492,8.294,11.009,7.591,7.399,12.619,10.686,7.833,10.263,10.564,7.686,5.176,9.94,6.104,15.683,4.028,8.068,6.854,8.792,7.794,6.217,10.013,10.815,12.956,6.471,7.161,15.979,0.834,6.132,7.442,9.926,6.089,12.378,2.602,18.314,11.899,10.273,9.229,0.822,15.454,2.538,8.904,7.461,12.509,13.698,10.632,10.64,12.361,12.731,11.406,8.889,7.38,2.309,12.332,10.971,-0.307,6.029,20.134,8.132,7.513,7.292,13.815,-4.79,-0.191,3.925,8.23,9.035,3.27,11.309,1.161,15.479,12.143,4.132,6.572,12.337,6.154,10.768,7.196,6.227,9.253,12.396,18.281,8.445,12.263,11.864,15.2,12.941,15.323,15.26,17.708,12.871,3.536,10.189,8.44,7.173,4.943,10.195,4.501,8.245,8.444,9.53,8.218,15.748,3.509,10.293,8.393,17.046,15.323,5.783,1.371,7.883,14.254,-0.228,17.819,0.96,-3.194,10.268,5.28,7.462,9.062,9.972,8.415,7.299,9.455,9.536,10.558,6.385,11.997,-0.74,8.225,5.504,11.305,6.959,-5.87,11.071,12.866,14.187,15.725,8.508,7.705,9.224,12.211,7.441,12.723,18.026,8.498,5.717,6.034,3.436,8.694,16.885,7.555,13.292,1.628,11.845,11.237,3.74,15.084,10.476,5.64,6.842,10.445,16.19,8.271,2.396,6.523,12.027,6.558,2.973,13.534,10.294,13.349,9.325,3.175,12.705,5.26,16.372,16.012,-0.192,9.115,4.481,-3.455,4.208,1.364,3.608,13.656,10.168,10.261,3.256,-1.616,8.049,9.302,4.884,-0.032,7.436,11.073,0.172,2.383,9.558,10.388,11.472,6.717,8.846,6.597,11.819,7.018,2.539,6.526,3.884,5.603,10.951,-1.782,-0.331,11.65,9.707,1.543,11.182,11.89,12.826,7.444,1.067,10.629,12.985,9.984,13.379,12.555,10.84,4.174,3.203,4.06,10.22,1.928,11.08,6.874,15.002,-0.784,0.18,-1.615,3.679,1.126,12.11,9.613,10.91,8.319,3.115,14.148,10.109,-0.202,7.687,8.284,8.777,-3.14,11.059,13.124,13.191,11.534,6.548,13.505,9.152,8.265,11.155,10.06,13.449,14.445,14.234,13.061,6.28,6.394,11.771,8.031,5.793,8.417,13.716,2.261,10.631,9.273,7.948,15.961,5.014,-2.567,-0.867,9.831,7.624,-3.683,2.517,2.081,8.754,7.92,6.957,4.762,12.295,-2.657,-1.613,11.249,10.321,17.71,8.177,7.087,11.685,13.574,3.022,10.611,1.907,5.739,7.065,-0.645,9.297,14.783,10.667,5.876,6.014,8.887,6.89,7.884,5.589,13.526,4.508,0.138,1.845,8.56,13.085,7.391,12.944,10.434,10.142,1.277,7.308,0.382,-1.077,14.779,12.543,11.618,5.231,3.984,4.14,11.149,9.858,-0.215,8.246,10.911,3.283,5.757,12.66,10.912,16.971,1.954,-1.738,14.404,2.216,8.329,5.937,2.384,3.187,11.38,13.902,3.652,13.452,6.752,14.773,2.503,12.812,6.972,4.57,1.646,5.34,5.223,-1.582,6.097,4.953,12.443,3.448,8.793,12.287,-2.105,5.842,9.387,7.232,4.158,6.453,12.285,9.663,-0.847,10.864,7.36,11.695,7.259,10.67,3.833,7.424,3.678,9.689,2.706,1.388,14.114,-2.062,13.082,6.818,5.33,6.592,2.652,5.797,6.936,9.574,14.025,15.387,10.516,8.603,7.781,6.243,1.408,7.151,11.722,2.108,12.437,1.266,9.85,2.508,10.906,-0.075,3.344,1.826,10.105,5.345,7.061,1.112,0.026,13.854,9.26,5.318,10.017,1.455,-0.04,2.532,6.965,8.596,6.159,12.707,7.297,0.266,4.035,0.865,1.37,9.924,8.278,2.471,11.605,7.409,11.68,-0.631,8.17,12.743,-1.182,9.603,17.439,12.419,5.908,7.71,5.885,9.81,7.921,7.238,13.095,-1.717,10.802,2.253,7.489,4.233,5.65,6.579,2.933,7.004,0.713,6.281,10.524,13.536,6.184,11.245,0.451,5.212,11.948,2.106,8.926,15.712,8.336,5.449,11.009,2.171,2.136,1.932,6.778,7.061,2.885,-1.468,2.498,6.997,6.572,7.711,4.12,1.289,6.428,7.613,10.026,3.543,6.797,7.708,7.369,4.342,-1.167,12.62,-1.566,8.282,13.031,10.369,5.203,3.922,-0.057,6.916,0.98,-0.8,8.915,9.941,4.766,12.027,3.498,17.845,8.965,2.936,-1.047,3.838,11.401,12.231,8.681,1.16,9.497,4.665,2.377,4.038,7.578,11.044,1.724,9.322,0.341,8.589,7.557,2.467,1.057,6.229,11.569,0.585,3.755,2.038,8.709,2.24,10.062,-0.361,11.345,10.37,-3.687,7.393,10.427,-0.502,3.929,1.788,8.539,12.047,4.997,8.951,8.21,6.44,11.897,11.061,0.797,-3.088,-3.185,-1.668,9.989,14.108,7.905,9.03,1.136,6.037,3.072,8.897,7.468,7.286,11.881,7.738,4.574,3.493,6.126,11.91,8.028,10.481,-1.6,2.396,5.015,1.23,4.115,4.659,7.716,12.1,8.992,0.878,1.165,9.402,13.037,1.168,6.577,7.815,5.919,9.566,4.93,-6.188,7.129,3.726,0.83,5.777,8.833,11.502,1.393,2.144,2.767,13.588,-1.772,7.259,10.113,5.092,6.705,9.192,1.346,3.687,8.707,1.563,5.795,14.354,-3.488,1.257,4.921,7.08,2.838,7.484,8.609,1.777,0.318,0.856,4.653,2.127,7.611,12.147,0.936,1.501,0.614,8.84,5.296,7.784,5.524,14.372,15.38,9.439,3.522,6.142,1.4,3.091,8.618,0.445,6.292,4.135,2.22,-0.792,11.856,0.608,8.539,5.722,3.111,4.775,11.397,-0.398,9.811,13.485,2.16,2.59,7.423,7.617,4.119,4.517,4.246,0.326,5.305,0.438,1.627,7.797,-0.005,7.413,5.672,3.936,6.829,2.052,1.932,6.864,2.823,8.763,11.4,2.719,10.729,4.04,3.193,5.319,6.92,3.086,9.604,3.872,4.675,3.786,9.406,0.166,2.606,11.068,2.998,1.076,8.668,-0.045,-6.278,3.497,8.186,1.209,5.199,-0.131,2.84,10.495,6.126,2.092,-0.71,2.119,-1.096,1.609,2.772,-3.116,14.332,12.075,1.991,-1.385,5.057,6.881,2.29,8.224,12.532,-3.267,6.871,6.912,4.551,7.569,9.425,-0.862,2.535,1.254,9.897,1.068,-0.941,3.67,2.685,0.805,-1.915,0.711,0.032,0.496,3.64,5.378,0.213,6.696,5.196,1.426,-1.194,-1.402,-0.904,-2.245,1.245,-0.035,4.137,0.555,3.372,3.003,5.635,1.133,-1.632,-1.824,0.642,3.068,2.483,4.413,0.843,5.66,-2.272,2.88,2.819,2.778,0.166,-2.305,2.659,2.864,-0.448,0.507,2.529,-2.569,1.821,8.456,8.963,1.101,1.28,1.907,5.56,3.618,-0.222,-1.857,2.69,1.19,-0.399,0.772,1.828,-3.668,3.485,-2.377,2.476,0.786,1.18,-1.44,-0.186,1.772,0.415,-0.571,0.023,1.858,2.18,-1.264,1.242,-2.44,-0.074,2.357,0.147,1.792,2.868,-1.295,-0.563,2.585,1.549,-2.35,0.109,-1.291,2.385,-0.327,1.505,2.413,2.356,1.793,-0.142,-4.7,5.816,4.697,0.494,0.667,2.238,4.932,-0.891,-0.137,-0.991,-1.369,-1.467,4.065,-1.983,2.649,-0.985,4.689,3.008,0.55,3.472,3.063,2.646,4.535,-1.049,3.148,-0.457,-1.728,1.748,1.126,0.483,1.68,-2.604,-1.65,4.676,1.861,-1.603,3.165,0.849,3.467,0.861,4.948,1.483,3.911,0.3,0.622,2.616,-2.631,5.391,1.693,2.015,2.106,-1.037,-4.411,0.565,3.353,2.266,0.668,1.818,1.062,0.062,0.988,2.347,0.541,2.848,2.582,0.926,1.228,-1.037,-1.295,-2.583,-1.561,4.67,-1.397,-0.399,3.01,1.105,-0.097,2.281,3.294,4.731,-3.174,2.613,7.833,-0.1,0.314,-0.088,3.824,-1.129,1.257,6.574,0.084,3.008,1.907,6.601,0.802,5.057,-0.031,2.901,-0.039,-0.027,0.55,-1.354,-4.464,2.661,2.149,-0.23,3.476,2.466,4.528,1.171,3.371,3.542,0.926,2.739,-0.233,3.072,5.181,-0.213,-0.106,-0.852,-1.372,-2.233,2.007,0.88,-0.989,3.419,-1.307,2.954,2.977,-0.367,-0.069,4.449,3.994,0.61,1.311,1.979,1.882,-3.739,9.665,19.77,7.119,9.775,9.416,16.461,13.002],"base_top":[[40,20.282],[1206,20.134],[248058,19.77],[760,18.314],[1919,18.281],[3840,18.026],[38797,17.845],[2665,17.819],[12189,17.71],[2064,17.708]]},"positions":{"tokens":[40,4021,2528,466,2222,9476,795,13,353,628,1132,9845,9476,795,2272,1141,6568,31456,321,12204,31456,82,314,9476,795,13,248046],"text":["I"," cannot"," access"," or"," change"," stored"," data","."," I"," can"," only"," verify"," stored"," data"," against"," its"," saved"," checksum"," and"," compute"," checksum","s"," of"," stored"," data",".","<|im_end|>"],"proj":[[4.827,-1.1447,0.8421,1.8826,-1.7102,0.99,0.6154,-0.1419,0.0386,-1.0342,-0.094],[3.5732,0.1019,4.5932,13.7684,-1.467,-1.9793,2.1462,-1.0422,0.2705,-1.9978,-0.0632],[2.3886,-0.2123,6.987,16.3946,-1.3287,-1.7218,0.4627,-1.994,0.2614,-2.3031,-0.3539],[-0.3936,0.2199,7.0116,19.3929,-0.3209,-2.1354,-1.0901,-1.5778,0.3259,-2.1828,-0.394],[1.4332,0.1077,6.9855,18.6098,-1.5425,-0.3671,1.6127,-1.8632,0.1773,-2.1529,-0.3986],[-0.82,-0.2375,7.7499,18.0314,-1.2276,-1.2897,-1.1154,-1.1908,0.2145,-1.9339,-0.0426],[-0.6349,-1.4912,8.4841,20.1981,-2.3666,-1.8409,-0.3329,-1.26,0.1611,-1.6366,-0.1051],[1.3594,0.164,3.5785,14.0195,-0.4447,-1.8795,-0.2433,-1.6304,0.2237,-2.2559,-0.0415],[4.8479,-1.5126,-0.4033,9.1273,-1.2632,-0.3305,1.7412,-0.7897,0.2752,-1.4316,-0.0749],[3.3525,0.5452,4.2381,13.6722,-1.1412,-1.1673,1.7813,-1.1814,0.3223,-2.2309,-0.1468],[2.5492,-0.1545,4.3722,11.7334,-0.6886,-1.3447,-0.7981,-2.0132,0.1429,-2.3003,-0.24],[3.4526,-0.7341,5.4007,14.3903,-1.3279,0.1473,0.3055,-1.8521,0.2326,-2.3164,-0.2763],[-1.8002,-0.6339,7.5444,17.3183,-0.4889,-2.1336,-0.9661,-1.4064,0.248,-1.8922,0.1771],[-1.8989,-2.0792,8.7627,20.1629,-1.4442,-1.8139,-0.0252,-1.2908,-0.0535,-1.4743,0.0633],[-1.1956,-0.4454,6.7314,16.9492,-0.8023,-0.9861,-0.3188,-1.51,-0.0058,-2.2858,0.2073],[-2.1409,-1.2039,9.1819,19.7192,-0.5928,-1.1727,-0.3339,-1.4131,0.4051,-2.0342,0.1163],[-2.6008,-1.5726,9.646,19.8512,-0.2882,-1.3067,0.0406,-0.8996,0.0071,-1.6164,0.0726],[-1.9022,-1.0005,8.3476,18.5594,-1.989,-2.0829,0.2456,-0.9086,-0.0566,-1.5743,-0.1745],[1.4996,-0.1063,4.6618,14.5027,-0.7192,-0.2809,0.2198,-1.6869,0.0776,-2.4913,-0.1136],[3.286,1.4349,4.7897,13.6662,-0.5761,-0.9177,1.4502,-1.3628,-0.06,-2.6036,-0.0503],[-1.7459,-0.0591,8.199,14.7973,0.7368,-1.6671,-1.1628,-1.2671,0.2204,-1.9823,0.397],[-0.883,-0.5108,8.426,18.1975,0.1404,-0.254,0.9974,-0.9955,0.3302,-2.2207,0.0156],[0.2423,0.3833,5.9511,16.6907,-0.5588,-0.605,0.6879,-1.448,0.263,-2.5981,0.2654],[-0.8509,0.1585,9.4617,19.8516,-0.7688,-1.8932,-1.7493,-0.9647,0.2152,-2.0389,0.1002],[-0.4147,-0.6844,9.1791,20.5097,-2.5888,-2.0618,-0.9463,-1.1988,-0.1278,-1.679,0.0009],[1.1853,1.1439,3.7382,13.6814,-1.3013,-0.7754,-0.1807,-1.4095,0.0548,-2.2537,0.0348],[4.0052,-1.3037,0.2781,9.0629,-0.7303,-0.0716,1.761,-0.886,0.141,-1.397,-0.0672]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"I cannot access or change stored data. I can only verify stored data against its saved checksum and compute checksums of stored data.","n_tokens":27,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":40,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"final-611406-0109","set":"final","cohort":"valid_call","family":"filter_parity","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_33591 {\"p_1_85\": \"maple_367\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_733, reference 025. These are not inputs to this request.\nPlease select even stored integers.\nSeries identifier: \"maple_367\".","tools":[{"function":{"description":"Select even stored integers. Inert synthetic operation.","name":"fx_33591","parameters":{"additionalProperties":false,"properties":{"p_1_85":{"description":"Series identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_85"],"type":"object"}},"type":"function"},{"function":{"description":"Select odd stored integers. Inert synthetic operation.","name":"fx_83377","parameters":{"additionalProperties":false,"properties":{"p_1_85":{"description":"Series identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_85"],"type":"object"}},"type":"function"}],"prompt_tokens":563,"decision":{"rms":0.38655759898364267,"sumsq":153.01199598796666,"hb":[-0.07855,-0.07819,-1.9598,0.21479,-1.52411,0.18933,-0.71978],"lse":23.274557339906902,"logits":[13.532,13.839,12.98,12.499,11.999,11.533,9.891,9.269,11.354,11.513,11.049,16.48,11.492,10.169,13.008,10.983,9.566,11.958,11.436,9.888,19.092,9.753,10.689,13.368,12.34,12.205,10.444,12.294,12.979,9.769,9.878,13.907,13.663,8.692,12.096,13.093,10.387,11.611,9.469,10.275,13.235,10.009,8.546,12.647,5.802,8.019,-0.199,11.425,9.304,14.43,5.141,7.639,10.38,9.0,8.349,6.462,10.649,14.355,11.11,6.412,7.616,14.19,5.476,8.976,10.401,10.73,6.418,9.258,2.549,17.404,7.93,7.481,9.539,-0.853,9.984,4.683,11.091,6.526,8.965,9.181,8.965,10.448,8.675,8.054,9.992,6.226,7.85,5.346,9.743,12.053,1.666,4.722,15.175,12.63,3.532,6.322,11.896,-2.079,5.275,2.884,6.819,10.99,0.35,7.888,0.51,13.418,9.764,5.439,7.559,11.34,11.649,10.346,6.795,5.75,6.47,10.71,15.689,4.377,9.353,7.805,12.221,11.047,12.883,13.595,13.406,12.302,3.529,11.563,8.081,8.838,2.312,6.511,5.018,5.879,13.364,8.242,4.934,12.859,5.145,9.456,8.168,13.874,12.915,4.883,0.522,7.834,11.66,2.171,15.885,3.737,-0.593,11.185,8.04,8.236,5.379,9.697,5.798,9.571,8.201,14.395,7.541,4.088,9.573,-1.218,8.314,4.749,8.29,6.437,-5.199,9.883,11.17,10.947,12.544,8.665,9.074,7.151,7.146,6.737,11.32,7.683,8.22,5.056,8.59,4.657,7.486,16.405,5.047,10.997,-2.489,10.159,10.436,4.442,10.81,13.519,5.089,3.104,9.404,11.429,10.482,4.875,7.863,12.969,5.773,3.473,11.743,6.967,9.462,7.442,5.388,11.145,5.024,11.741,15.811,3.291,7.929,6.784,-2.895,1.021,5.865,5.707,7.569,8.89,11.275,5.584,-1.712,6.257,7.279,4.341,3.713,5.134,10.619,-1.131,4.87,6.101,9.159,11.677,4.164,11.845,5.521,9.07,7.496,6.504,4.512,3.274,5.262,12.827,2.777,-3.836,7.71,9.349,0.485,11.309,8.902,7.457,5.685,-2.594,12.581,12.484,8.09,11.356,9.096,10.331,5.729,1.828,4.922,6.645,10.388,10.369,4.444,15.24,1.403,5.988,1.718,2.25,2.554,7.149,8.712,6.633,7.934,0.638,10.106,9.91,0.872,6.756,8.228,7.813,3.126,8.368,12.31,12.342,8.972,7.936,11.072,7.728,7.443,10.086,8.016,10.896,13.925,8.137,9.64,7.953,6.381,9.561,5.659,3.934,5.653,10.924,0.79,9.958,7.837,4.355,12.564,3.951,-0.921,-2.653,8.696,8.322,-4.816,-0.725,5.527,10.003,9.17,8.322,8.447,11.097,-3.914,-2.041,7.637,9.897,15.271,8.915,2.622,9.873,13.147,8.018,9.221,2.8,2.832,5.567,0.304,10.415,11.234,12.956,9.164,6.631,8.894,3.953,7.053,1.905,10.125,5.182,-1.549,4.275,10.317,13.077,7.751,11.68,9.481,8.02,3.308,5.214,0.147,0.154,11.78,10.339,11.584,5.455,3.622,4.828,10.732,10.839,1.144,6.36,10.817,6.346,4.929,8.871,7.56,13.24,3.078,-1.151,14.283,3.335,7.637,5.005,2.376,2.707,8.885,11.492,5.616,10.734,4.742,11.455,0.425,11.084,8.577,3.991,2.297,2.224,4.192,-3.451,6.192,1.846,10.602,1.266,9.227,12.024,-2.549,2.734,11.241,8.449,0.635,5.624,9.035,9.958,-2.605,12.929,8.977,9.189,7.711,10.447,2.575,8.452,8.656,10.29,4.106,0.042,12.815,0.67,12.856,8.964,3.343,5.09,3.103,5.416,7.413,7.893,11.982,11.517,8.866,5.967,6.857,4.117,3.569,5.22,11.313,1.514,11.727,0.032,7.661,-0.781,9.444,-1.446,5.489,3.665,8.77,13.256,6.317,1.015,3.711,9.63,10.278,5.04,8.619,2.617,-0.545,2.755,9.129,6.915,6.612,13.23,8.6,-0.549,3.998,4.047,1.294,6.683,6.535,3.884,8.144,5.639,9.562,-0.294,6.874,9.464,-0.346,7.498,16.428,10.208,6.85,5.095,8.186,8.953,5.002,5.917,11.989,0.727,8.228,1.347,6.991,0.524,2.45,5.412,1.687,6.901,1.561,5.762,8.945,14.045,3.545,9.521,2.104,2.923,8.101,5.778,7.101,12.386,4.027,6.539,7.557,3.487,2.842,0.11,6.123,6.444,3.06,-1.452,4.247,6.631,6.08,6.646,4.115,6.094,5.66,5.506,8.355,3.21,4.576,5.243,5.637,0.166,0.788,10.398,0.72,6.712,11.043,6.316,5.236,7.823,3.36,6.495,-2.124,2.65,8.32,9.109,5.875,12.295,2.584,7.563,7.92,4.894,0.026,4.4,7.506,9.558,7.305,3.4,8.924,2.539,0.805,4.923,4.602,8.405,3.836,5.03,-3.246,6.896,6.369,1.227,2.477,7.123,9.92,-0.316,5.314,0.21,6.826,2.568,9.94,-0.134,9.577,9.184,-0.537,6.424,9.247,-0.714,4.097,2.911,4.216,14.063,1.76,7.665,8.232,5.306,11.052,10.865,1.821,-0.49,-2.476,2.469,8.592,9.49,10.912,7.499,-0.164,7.76,3.748,8.064,4.704,8.311,10.158,5.661,4.182,2.867,3.871,11.621,5.182,8.179,-3.119,4.559,5.689,1.627,5.053,4.548,8.295,11.63,6.321,1.467,1.039,4.458,9.981,-2.123,4.877,7.161,7.065,7.168,6.66,-2.801,2.108,3.247,-0.272,4.53,8.197,9.019,-4.942,1.253,-0.039,11.744,-0.093,3.759,8.645,8.842,6.181,8.245,0.887,7.162,6.975,-1.946,7.023,9.474,-4.239,-1.479,2.67,5.804,1.87,6.661,8.145,6.114,0.797,4.253,3.14,3.011,7.128,10.916,1.728,4.01,-0.894,9.422,6.102,8.714,4.724,6.757,10.772,6.743,4.625,7.221,2.434,3.25,7.418,0.821,7.204,1.334,1.755,-1.277,14.199,-2.15,6.092,3.056,-0.114,5.806,8.716,-0.559,7.393,11.705,1.474,2.239,3.737,6.942,5.416,3.819,3.471,3.586,5.774,2.767,2.621,7.492,1.214,8.199,9.691,5.517,4.596,-0.303,4.221,5.323,0.397,8.014,7.804,3.069,11.664,2.218,2.726,4.922,5.14,5.388,7.592,3.253,0.856,4.042,6.076,1.381,1.131,9.382,-0.861,2.593,8.772,1.595,-2.167,2.74,6.571,2.156,1.599,-2.116,3.95,8.619,4.129,3.908,1.09,1.995,-0.286,3.167,0.946,-3.347,7.528,6.673,2.056,-1.092,3.585,6.533,1.914,8.78,12.002,-0.662,6.371,4.85,4.255,3.235,10.019,-0.861,2.788,1.026,8.052,0.54,-1.274,5.378,2.357,1.83,0.756,1.14,2.953,0.179,2.402,5.094,-0.612,6.579,4.099,1.556,-1.436,-1.598,-1.812,1.958,1.881,1.978,5.455,2.338,4.792,1.589,5.244,3.113,1.786,3.51,2.22,2.518,0.79,3.238,3.266,5.373,-0.001,4.116,0.146,3.922,-0.108,-4.178,2.913,2.729,2.035,1.003,1.471,-0.031,1.087,11.409,9.417,2.753,3.156,4.535,2.726,5.39,0.868,-0.754,3.168,3.404,-0.446,1.103,0.289,-5.017,4.906,0.14,2.282,0.635,3.691,-0.219,-1.134,3.975,-0.332,-1.125,1.316,2.148,1.479,-0.813,-1.198,0.131,2.283,3.351,0.469,1.45,0.363,0.196,0.629,2.677,1.385,-0.677,-1.873,1.32,-0.25,1.618,2.358,0.955,5.141,2.689,-1.918,-0.707,5.966,4.13,-0.635,1.742,5.581,4.254,0.989,-1.839,1.462,-0.019,-0.035,4.291,0.248,2.63,2.461,5.631,2.813,2.763,4.224,3.479,0.075,6.106,-1.318,0.483,1.365,0.355,4.7,0.578,2.471,2.193,-1.928,-2.258,4.819,0.519,1.482,1.967,2.05,3.922,0.911,5.207,-0.424,3.779,1.032,0.51,0.266,-0.874,3.48,2.837,1.337,3.192,-2.336,2.318,2.194,5.052,1.088,4.237,1.601,3.088,1.126,-0.538,4.923,4.369,2.844,1.295,0.631,3.506,-2.215,-0.581,-0.671,-3.483,2.33,-1.969,1.553,-0.708,1.951,0.204,1.266,5.218,4.552,-0.286,3.223,0.514,0.418,-0.422,1.529,4.526,2.64,-0.208,6.8,1.574,3.202,3.575,4.165,0.432,3.477,-2.482,2.656,-0.561,-0.227,0.767,-4.056,0.361,2.615,3.658,0.149,5.697,4.491,4.27,0.27,3.84,2.562,1.051,8.225,-0.394,4.581,2.504,-0.98,-0.043,0.538,2.373,-2.112,-1.154,0.718,-0.996,1.792,-3.254,1.815,3.243,-0.455,-0.223,2.455,3.471,1.553,3.915,4.125,1.559,-2.647,10.389,23.242,11.596,12.256,11.784,15.006,15.107],"base_top":[[248058,23.242],[40,19.092],[760,17.404],[27,16.48],[27775,16.428],[3928,16.405],[2665,15.885],[5328,15.811],[1919,15.689],[12189,15.271]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,18,18,20,24,16,29,198,27,15704,16874,62,16,62,23,20,29,198,2117,273,62,18,21,22,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","3","3","5","9","1",">","\n","<","parameter","=p","_","1","_","8","5",">","\n","map","le","_","3","6","7","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.5302,-0.8251,0.3799,-0.055,-1.5307,0.6229,-0.9197,0.0612,0.175,-0.6916,-0.0528],[-4.3081,0.5082,7.474,14.9743,-0.918,-1.779,1.876,-0.837,0.1549,-0.6707,-0.361],[-5.281,-1.0856,10.7126,17.6824,-1.3413,-0.6375,-0.2427,-0.2355,0.1147,-0.8304,-0.1224],[-2.6977,-1.7008,10.2619,16.0894,-1.906,-0.7014,1.3545,-0.6768,0.2101,-0.6281,0.1198],[-2.5822,-1.9505,10.4668,15.6874,-1.9642,-0.4589,-1.1144,-0.6952,0.3775,-1.1406,0.7731],[-1.8007,-3.2031,9.7205,15.331,-0.6983,-0.5719,0.4029,-0.8399,0.5793,-1.1452,0.1384],[-4.1451,-1.9135,11.4736,20.5987,-2.2274,0.2117,-0.0243,-1.3209,0.297,-1.6693,0.1671],[-3.0243,-2.6904,15.4397,19.6286,-1.1138,-0.9238,-1.7101,-0.5297,0.0616,-1.7184,-0.4313],[-3.9866,-2.2809,12.8169,19.2161,-0.7401,-2.3761,-0.3283,-1.0572,0.1042,-1.4451,-0.4735],[-2.8934,-1.8938,13.0334,19.5841,-1.6452,-2.2847,-1.7089,-1.6377,-0.0523,-1.554,-0.4348],[-3.5971,-2.7453,12.4864,18.0347,0.5291,-2.1111,0.4413,-1.3052,-0.2962,-1.4011,-0.2487],[-3.5727,-1.7727,11.3943,20.9036,0.3038,-1.1972,0.0656,-1.3191,0.359,-1.5441,-0.1869],[-5.0383,-1.0516,9.9361,21.9191,-0.9206,-1.9848,0.6447,-0.6942,0.0393,-1.1235,0.0965],[-5.0641,-0.1801,9.42,21.3162,-1.5045,-2.1623,1.4344,-0.1737,0.1347,-1.0616,-0.1745],[-4.9079,-0.4358,10.2935,17.5594,-1.0759,-1.0606,-0.1282,-0.2543,-0.2503,-1.1729,-0.1667],[-1.3046,-0.9673,10.3005,17.842,-2.3129,-0.9698,2.9968,-0.3448,-0.0869,-1.0422,-0.471],[-1.8626,-1.6245,10.2991,20.274,-2.4586,-1.1758,-1.2464,-0.7173,0.0419,-1.1651,0.1867],[-3.5336,-1.1723,10.7282,21.5981,-2.5775,-1.2169,0.5711,-1.0117,0.2244,-1.4249,-0.1776],[-3.2742,-2.5067,14.5125,23.1445,-2.11,-1.3291,0.0575,-0.2735,0.0442,-1.4741,-0.7294],[-3.7266,-2.1478,11.2813,22.347,-1.6219,-0.8781,0.488,-1.3326,0.1036,-2.1247,-0.1061],[-2.9467,-3.0071,14.7315,20.648,-1.2095,-0.6668,-0.5341,-0.4457,0.0679,-1.6997,-0.6657],[-3.3049,-1.685,12.7965,22.4061,-0.9601,-3.3728,-0.7566,-1.1025,0.0545,-1.3289,-0.4062],[-4.9777,-2.4873,12.6966,21.4115,-1.2711,-2.4372,0.9871,-0.607,0.1256,-1.7387,0.0662],[-3.8251,-1.6745,15.7138,19.6483,-2.9307,-0.9409,2.372,-0.3288,0.4218,-1.606,-0.0412],[-1.9447,-1.5921,19.6387,15.205,-0.7288,-0.7431,-0.5086,-0.6326,0.3758,-1.6885,0.0501],[-3.3237,-1.3148,14.4859,21.0898,-0.087,-0.2374,-0.7112,-1.1635,0.2592,-1.5195,0.1488],[-4.8798,-1.4366,13.1327,22.5522,-1.7582,-0.3364,0.5767,-1.2383,0.2253,-1.4772,0.0321],[-3.5107,-2.5081,16.0074,21.2121,-1.2741,-0.6675,-0.2631,-0.5123,0.1152,-1.5882,-0.5309],[-3.4283,-2.4064,13.4964,20.8706,-1.1346,-1.6594,-1.3298,-1.2575,-0.0886,-1.3012,-0.3274],[-3.6539,-1.8793,12.8275,21.299,-0.3485,-0.7233,-0.0888,-1.194,0.1882,-1.3903,-0.4493],[-3.9748,-1.6543,12.0321,21.41,-0.8078,-1.316,0.4466,-0.7033,0.1545,-1.6176,-0.0105],[-3.9184,-1.4321,11.7268,18.6637,-1.3544,-0.7853,0.7986,-0.4569,0.1884,-1.4258,-0.5031],[-2.738,0.3974,10.9085,16.6281,-1.5399,-0.8447,0.8157,-0.3271,0.0235,-0.6642,-0.5441],[-3.7507,0.3132,8.1968,20.2748,-1.1558,-2.6797,1.2188,-0.8592,0.2249,-1.0538,-0.0937],[-2.1371,-0.8948,11.4252,21.4465,-1.5337,0.6918,1.3284,-0.3077,0.3137,-1.2997,-0.2268],[-2.9985,0.1375,8.9558,16.0001,-0.9859,-0.4899,-0.3189,-0.5094,-0.1485,-1.0602,-0.2892],[-0.902,-1.0079,10.5253,18.0177,-3.0535,-1.0026,2.2713,-0.374,-0.1102,-0.7782,-0.3196],[-1.9291,-1.5687,10.2159,20.5351,-2.243,-1.6893,-1.4117,-0.7215,-0.1723,-1.0643,0.0638],[-2.6917,-0.2951,10.6026,19.9501,-1.742,-3.1619,-0.6922,-0.6569,-0.0726,-1.2943,-0.1149],[-4.146,-1.6519,10.7902,21.6589,-0.7321,-2.3081,-0.6991,-0.8238,-0.1569,-1.5938,-0.1245],[-2.9081,-0.8679,13.1667,19.9013,-2.5442,-1.631,0.7282,-0.3162,-0.0896,-1.3217,-0.0566],[-1.1761,-0.8168,16.6935,16.8855,-1.3357,-1.712,-1.5523,-0.6864,-0.0441,-1.4581,-0.0574],[-4.5616,-1.0337,11.1447,22.613,-1.2244,-2.121,0.7619,-0.5923,-0.0027,-1.5773,-0.1273],[-4.1884,-1.231,12.1338,18.6282,-2.0798,-0.7864,0.7387,-0.455,0.2753,-1.1979,-0.6768],[-2.8916,-0.0453,11.1361,16.7475,-1.644,-0.5195,1.2096,-0.6006,0.2057,-0.6832,-0.7461],[-3.9692,0.0922,8.0412,19.4445,-0.7948,-2.3639,0.0426,-0.6232,0.315,-0.9671,-0.0004],[-4.1907,-1.0612,10.5784,21.0344,-1.3963,-1.2123,1.529,-0.2453,0.2521,-1.0536,-0.3052],[-4.8607,0.2523,10.9988,17.5422,-0.5533,-0.9063,-0.8658,-0.3936,-0.0375,-0.9002,-0.1723],[-4.1075,-0.1012,9.7607,16.3793,-1.4864,-0.9064,-0.9572,-0.6303,0.1779,-0.8404,-0.3519],[-4.9775,-0.2144,6.1059,13.6363,-0.2819,-1.8583,2.292,-1.2973,0.2671,-0.8908,-0.0904],[-4.6971,-2.1534,9.7351,16.8438,-1.0756,-0.7135,2.698,-0.1065,0.3461,-1.0616,-0.1579],[-4.1199,-0.1183,8.8564,12.7698,-1.9146,-1.32,-0.7251,-0.9242,0.0577,-1.2031,0.0376],[-3.2868,-0.3295,9.3064,13.5162,-1.8569,-0.7888,-1.6211,-1.059,-0.0837,-1.6299,0.0069]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_33591>\n<parameter=p_1_85>\nmaple_367\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=fx_33591>\n<parameter=p_1_85>\nmaple_367\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_33591>\n<parameter=p_1_85>\nmaple_367\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0112","set":"final","cohort":"valid_call","family":"event_window","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> events_before {\"stream\": \"cedar_448\", \"timestamp\": 50}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: retrieve events earlier than a timestamp.\nEvent stream identifier: \"cedar_448\". Synthetic timestamp: 50.\nUnrelated archived note: birch_414, reference 074. These are not inputs to this request.","tools":[{"function":{"description":"Retrieve events earlier than a timestamp. Inert synthetic operation.","name":"events_before","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"stream":{"description":"Event stream identifier","type":"string"},"timestamp":{"description":"Synthetic timestamp","type":"integer"}},"required":["stream","timestamp"],"type":"object"}},"type":"function"},{"function":{"description":"Retrieve events later than a timestamp. Inert synthetic operation.","name":"events_after","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"stream":{"description":"Event stream identifier","type":"string"},"timestamp":{"description":"Synthetic timestamp","type":"integer"}},"required":["stream","timestamp"],"type":"object"}},"type":"function"}],"prompt_tokens":592,"decision":{"rms":0.38609306189795994,"sumsq":152.64445690443972,"hb":[-0.02738,-0.07263,-1.80687,0.2071,-1.2946,0.08861,-0.44432],"lse":23.57641203111595,"logits":[13.368,12.258,10.979,10.506,10.171,9.669,8.224,8.351,9.454,10.207,9.204,15.663,11.24,9.737,14.344,9.866,9.841,9.372,10.941,9.958,19.708,9.195,10.378,14.506,13.777,11.402,10.968,9.739,11.986,8.778,9.057,13.562,12.898,7.067,12.784,8.545,8.805,11.229,8.064,9.142,12.957,8.304,7.573,13.062,3.296,7.832,-0.219,10.148,5.793,12.922,4.841,7.976,9.051,9.275,7.858,4.647,8.788,12.23,10.76,7.402,7.036,14.001,2.6,7.932,8.957,12.786,5.094,10.322,2.643,18.113,11.142,9.472,8.062,1.477,7.981,1.924,10.001,7.076,10.236,8.45,9.036,9.903,8.15,7.845,9.925,6.863,8.217,4.561,9.789,13.449,1.552,4.566,15.4,11.724,6.458,6.91,11.999,-4.279,3.469,3.071,8.375,7.957,1.003,9.401,0.459,13.022,9.627,6.087,8.366,11.122,6.958,9.521,4.576,6.425,6.604,9.958,15.968,4.829,5.746,9.919,12.009,9.136,11.549,14.005,12.496,11.571,4.102,10.706,7.728,7.583,1.544,7.464,4.327,6.087,11.175,10.776,4.367,13.79,5.652,9.457,9.187,14.157,12.967,4.152,0.341,7.713,11.341,0.949,15.911,3.468,-1.879,8.873,6.914,7.496,3.086,10.686,6.103,7.512,7.015,10.07,8.059,5.776,10.092,-0.859,7.454,4.417,9.904,5.65,-5.282,9.68,11.692,11.349,12.708,5.38,8.329,8.538,10.254,7.154,11.562,7.939,5.923,2.074,5.36,4.525,8.209,16.783,4.408,12.331,-0.478,9.819,9.786,3.424,12.179,11.694,6.103,3.501,9.669,11.199,8.979,4.322,5.845,14.359,5.828,4.6,11.525,7.427,11.08,9.416,4.254,10.48,2.34,10.915,13.069,2.263,7.68,4.205,-4.535,2.952,3.863,3.861,8.646,8.527,7.511,4.23,-0.67,4.662,7.878,6.651,1.197,2.895,11.233,-0.719,2.783,7.078,10.418,11.295,5.959,9.559,4.107,9.269,6.535,3.582,5.158,4.775,6.135,11.519,0.186,-3.668,8.215,9.966,0.601,11.256,9.38,8.609,4.924,0.286,11.658,12.948,7.248,11.053,9.838,8.935,4.482,2.11,4.138,7.031,0.359,10.937,5.758,14.414,0.905,0.75,2.334,2.281,3.173,9.268,6.15,6.205,5.252,1.475,12.502,8.066,1.194,6.01,4.368,7.963,-1.029,9.447,12.064,12.005,7.723,6.102,11.274,8.697,6.972,10.03,9.374,12.257,13.345,9.075,10.943,5.943,7.066,8.816,5.972,5.024,5.742,10.347,3.298,9.225,6.999,5.809,13.14,3.845,0.104,-2.048,8.084,7.201,-2.998,0.319,3.273,10.029,7.483,5.954,7.467,9.264,-3.78,-2.782,7.36,8.88,14.523,8.719,1.939,9.805,12.477,5.891,9.157,1.82,4.597,6.371,-1.315,12.823,12.778,11.166,8.283,4.98,8.458,7.96,8.406,5.865,12.071,4.934,-0.354,6.536,9.721,12.347,6.349,10.589,9.48,8.089,0.997,5.242,0.686,0.127,13.013,11.573,12.951,6.586,2.903,4.677,8.203,11.453,0.655,4.865,9.791,6.029,5.834,11.671,9.235,13.219,2.633,-4.312,13.902,4.144,9.026,3.909,2.881,2.748,9.774,11.626,4.141,11.309,5.353,11.178,-0.345,9.41,5.441,3.429,1.445,3.91,3.837,-3.461,6.724,1.443,11.622,1.081,8.239,10.264,-2.137,3.866,10.122,7.279,1.694,5.775,8.518,8.612,-1.515,12.269,5.791,10.995,7.836,10.345,4.138,7.836,5.077,9.148,5.197,1.305,12.801,-0.628,12.819,7.826,5.79,6.104,3.509,7.25,6.635,6.868,13.227,12.145,8.207,9.266,6.444,5.792,2.167,4.181,10.346,0.75,10.681,2.161,7.078,1.334,10.11,-0.599,4.546,2.845,8.846,5.142,4.257,-0.004,2.886,10.153,10.13,5.304,9.576,2.212,-0.281,2.222,8.259,8.036,7.328,11.952,8.16,-1.21,2.69,1.955,1.301,7.008,5.14,2.264,9.208,5.985,8.666,0.131,7.165,11.496,0.175,9.417,15.573,10.413,6.855,6.301,6.921,11.508,5.716,5.698,11.618,0.727,7.553,2.693,5.936,0.61,3.515,4.393,1.595,4.825,-0.268,4.707,8.686,13.496,3.263,9.405,-0.454,4.408,7.862,4.856,7.276,12.203,6.989,6.814,7.909,1.306,1.794,-1.629,5.444,6.197,0.79,-1.608,1.509,6.592,5.735,5.844,4.38,5.702,6.141,5.106,8.572,4.368,4.387,6.134,5.814,2.23,1.899,12.834,2.017,6.046,10.503,8.077,5.078,6.149,1.53,4.832,-0.746,0.837,6.76,9.212,5.512,10.891,4.731,7.781,8.521,4.807,-0.537,2.25,8.428,11.041,6.653,3.419,7.615,3.118,0.441,3.968,5.667,8.364,0.549,5.868,-1.121,6.139,7.795,1.749,2.276,7.454,10.858,0.286,4.681,1.131,7.114,-0.555,9.838,-0.608,10.831,10.305,-3.269,6.196,11.624,-0.922,4.609,2.984,7.509,11.328,4.278,7.38,9.295,2.785,10.956,10.474,-0.829,-0.653,-4.145,1.54,6.857,10.782,8.124,6.319,-2.605,9.254,4.361,8.478,4.496,5.572,9.954,7.147,4.488,2.524,5.348,10.503,4.631,9.244,-2.169,5.099,5.009,1.934,3.974,4.846,8.433,11.733,6.876,1.794,-0.232,6.886,10.161,-0.022,4.847,5.871,7.308,7.709,6.491,-2.193,4.846,3.124,0.453,2.04,8.123,8.012,-3.713,2.723,-1.057,11.32,-0.673,5.12,8.324,4.653,5.981,8.272,2.032,6.241,6.907,0.425,6.271,9.895,-4.577,-0.453,2.722,4.992,0.749,6.06,7.75,8.501,0.289,3.8,5.169,3.286,8.557,9.839,1.597,2.171,1.234,10.504,5.16,8.26,4.025,5.991,11.206,6.362,4.183,6.503,1.041,3.596,6.898,1.45,4.946,3.217,2.533,-0.253,11.809,-1.159,6.204,5.83,0.83,4.326,6.792,-1.595,6.458,10.606,1.958,1.623,6.476,7.582,6.192,3.323,5.903,2.249,3.216,1.927,4.209,7.423,-0.041,6.778,8.172,5.314,5.676,1.29,2.586,4.853,2.553,8.25,8.832,3.691,12.057,1.786,5.217,4.824,5.759,3.892,6.962,3.48,2.59,3.109,6.255,1.223,-0.559,7.77,1.591,0.257,7.854,3.099,-2.702,2.745,8.288,1.061,4.104,-3.848,2.542,9.447,5.36,4.764,1.398,0.241,0.898,2.198,-2.387,-2.937,5.924,6.943,1.722,-2.388,2.946,5.376,1.136,5.609,12.011,-3.666,5.748,5.201,4.34,6.499,8.414,0.074,2.09,3.938,9.368,-1.375,0.833,5.334,1.541,-0.763,-2.563,1.098,3.201,0.25,3.17,5.458,0.952,7.069,5.578,2.342,-1.928,-1.314,-1.036,1.324,2.523,0.477,4.703,0.063,7.063,1.523,5.688,2.551,-1.189,1.957,0.317,3.537,2.398,5.414,2.807,4.503,-0.632,4.916,0.751,3.128,1.001,-2.588,5.268,2.089,1.13,0.481,2.812,2.266,2.434,11.961,9.209,2.196,3.925,3.114,4.315,4.753,0.56,1.602,2.933,2.779,-0.657,0.828,-1.387,-4.654,5.447,0.868,3.452,0.31,1.555,-0.715,-0.798,4.318,-0.316,-0.929,1.378,1.771,1.832,-0.897,-0.691,-1.035,1.948,1.304,0.441,0.851,1.251,1.296,3.485,3.647,0.93,-1.459,-0.767,-0.29,1.013,0.789,1.752,1.712,5.911,3.784,-1.315,-1.617,5.919,4.231,1.825,2.354,4.072,3.56,1.345,-1.255,1.091,0.474,-0.03,5.033,0.616,3.12,2.309,6.602,2.147,3.222,4.639,4.497,0.27,6.093,-2.832,2.188,0.437,2.036,4.722,1.757,0.156,2.639,-3.291,-2.419,4.744,0.627,0.982,2.217,2.546,4.969,0.419,5.135,1.629,2.951,3.205,2.673,1.297,-0.741,5.217,3.4,1.423,2.975,-1.78,0.266,1.996,4.913,0.791,5.329,-0.042,3.386,0.704,1.128,4.829,3.453,3.509,1.911,0.692,3.174,-1.046,-0.725,0.297,-2.597,1.991,-0.533,-1.209,-0.633,0.364,0.78,-0.119,5.493,4.885,-1.478,2.701,2.746,0.941,-0.826,0.572,3.802,1.449,-1.663,5.58,1.482,3.813,4.233,6.859,-0.186,4.546,-1.328,0.598,0.118,-0.17,0.005,-2.407,-1.225,3.966,3.486,1.049,4.478,3.56,3.195,0.188,3.531,2.639,0.338,5.525,0.606,4.166,5.54,-0.967,-1.355,-0.489,1.848,0.481,-1.725,0.119,-0.229,3.272,-2.237,3.029,2.402,-2.116,-0.365,4.257,3.937,0.054,3.88,5.454,3.122,-3.995,9.982,23.542,11.687,12.574,11.079,16.644,14.233],"base_top":[[248058,23.542],[40,19.708],[760,18.113],[3928,16.783],[248068,16.644],[1919,15.968],[2665,15.911],[27,15.663],[27775,15.573],[1206,15.4]]},"positions":{"tokens":[248058,198,27,1628,28,12034,22966,29,198,27,15704,28,3892,29,198,1931,277,62,19,19,23,198,510,15704,29,198,27,15704,28,12662,29,198,20,15,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","events","_before",">","\n","<","parameter","=","stream",">","\n","ced","ar","_","4","4","8","\n","</","parameter",">","\n","<","parameter","=","timestamp",">","\n","5","0","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.5841,-0.385,-0.1898,-0.6176,-1.4901,0.6659,-0.6172,0.2468,0.1105,-0.5778,0.074],[-4.0282,0.4233,7.5531,14.7041,-0.8267,-1.4805,1.8284,-0.8578,0.0199,-0.5011,-0.4253],[-3.9784,-0.6905,11.9504,19.1929,-1.8623,-0.7697,-0.4704,-0.3174,0.031,-0.68,-0.0732],[-1.3697,-0.9239,10.8202,17.0739,-2.4924,0.2471,0.8521,-0.9292,-0.1282,-0.6816,-0.0239],[-1.2457,-1.6866,10.5606,18.2926,-2.0545,-0.9758,-1.7367,-0.5323,0.0798,-0.3379,0.5654],[-1.0181,-2.0068,13.4048,17.7181,-0.6068,-1.8216,-1.0109,-1.0221,0.0776,-0.7153,-0.1215],[-2.7719,-1.438,11.2306,20.5783,-0.1678,-1.48,-0.3247,-1.3259,-0.1372,-1.394,0.2473],[-5.0116,-1.7762,9.3177,19.8462,-0.819,-2.3586,1.6143,-1.0638,-0.0217,-1.3116,0.3709],[-5.0803,-0.6547,10.025,21.4772,-2.2654,-2.4966,2.0096,-0.3684,-0.1264,-1.1401,-0.0491],[-4.8568,-1.1517,11.8675,18.4346,-1.901,-1.8497,0.721,-0.1884,-0.3174,-1.0868,-0.1233],[-0.9473,-1.1481,9.728,17.1312,-2.6662,-1.4365,3.6729,-0.6951,-0.3652,-0.9196,-0.0765],[-1.6626,-1.8092,10.2421,18.974,-3.0689,-1.9167,-0.6292,-0.6095,-0.2841,-1.2497,0.5913],[-1.7279,-1.9918,12.8512,17.0639,-2.1516,-2.505,-0.0685,-1.1487,-0.0963,-1.4468,0.1222],[-4.0022,-2.5239,11.7167,21.8937,-2.9652,-2.9026,1.2039,-0.7199,-0.1486,-1.3982,0.2885],[-3.0258,-1.2152,16.0008,19.9496,-3.7881,-1.4933,1.829,-0.3462,0.2183,-1.1727,-0.0189],[-0.7565,-1.2143,20.3447,17.3522,-1.6904,-2.1383,-1.031,-0.7006,0.2131,-1.2157,0.0386],[-2.897,-2.9799,13.5435,21.3261,-1.3797,-0.5883,0.9363,-1.1674,0.0357,-1.0854,0.0942],[-4.1003,-1.9049,13.5244,23.405,-1.7662,-0.5712,1.2784,-1.5686,0.2886,-1.7117,0.0427],[-2.9677,-3.1757,17.1462,22.3693,-1.733,-1.6612,-0.549,-0.525,0.0869,-1.5587,-0.6355],[-3.4433,-2.8671,14.0327,21.3717,-0.3195,-2.3948,-0.543,-1.5021,-0.0929,-1.8339,-0.3583],[-3.8257,-2.2684,12.4664,21.5108,-0.3156,-1.4502,1.437,-1.4986,-0.0206,-1.851,-0.1794],[-4.631,-1.7465,12.0585,22.8047,-1.9545,-2.3967,1.4719,-0.7052,0.2023,-1.4003,-0.0667],[-4.9478,-1.609,13.3359,20.6203,-2.3363,-1.9081,1.3063,-0.4722,0.1475,-1.3032,-0.5779],[-3.0606,0.1789,10.5516,15.6977,-1.6247,-1.1497,1.2969,-0.312,-0.1046,-0.5832,-0.5781],[-5.0144,0.4581,10.5537,20.9316,-1.7762,-3.4394,1.7669,-0.833,0.1044,-1.1715,-0.0457],[-2.3971,-1.3572,12.886,21.0688,-1.6261,-1.5848,2.1826,-0.2497,0.3205,-1.1248,-0.1929],[-4.9008,-0.172,11.0105,18.123,-2.1306,-1.6427,0.9895,-0.2966,-0.1126,-0.9694,-0.3548],[-1.6643,-0.2613,10.5774,17.0664,-2.9803,-1.4839,3.2069,-0.3077,-0.0849,-0.7551,-0.1758],[-2.3121,-0.5107,10.5902,18.4455,-3.8341,-2.1966,0.1558,-0.3826,-0.1831,-0.9597,0.4674],[-1.8573,-0.5486,13.0916,17.1763,-2.9384,-2.9457,0.3662,-1.0332,-0.052,-1.1745,0.0066],[-4.2068,-0.888,11.4375,22.0142,-2.0104,-2.2302,1.0937,-0.7664,0.0458,-0.974,-0.1198],[-3.4318,-1.0467,14.3475,21.536,-3.1877,-1.7812,2.2279,-0.5706,0.295,-0.965,-0.5067],[-1.8786,-1.4135,18.0192,19.1379,-1.5601,-1.2877,-1.3813,-0.416,0.224,-1.0635,-0.346],[-3.0933,-0.7038,13.493,22.5495,-0.1256,-1.7772,-0.6108,-0.9274,0.2066,-1.1212,-0.5699],[-3.6226,-1.0119,11.6623,22.0748,-0.9535,-2.1811,0.3179,-0.4962,0.1672,-1.2228,-0.2832],[-3.7031,-1.7469,12.5016,19.2846,-1.0429,-1.6542,0.8627,-0.5941,0.2361,-1.3352,-0.6066],[-3.0509,0.1868,11.718,18.1645,-1.636,-0.8586,1.6013,-0.4106,0.0287,-0.5574,-0.5738],[-2.5865,-0.3625,10.215,21.0825,-0.6524,-2.4439,0.1537,-0.7858,0.0967,-1.1858,-0.0366],[-2.6216,-1.2004,12.1087,20.0179,-1.1244,-1.3726,0.6172,-0.4509,0.0142,-1.3623,-0.2197],[-2.4514,0.0103,10.9535,17.1158,-1.2326,-0.6702,-0.4068,-0.7288,-0.2987,-1.2814,-0.341],[-0.1255,-0.8873,10.9199,17.9086,-2.2867,-0.8596,2.0926,-0.3376,-0.2438,-0.9257,-0.211],[-1.1178,-1.4167,11.3357,18.8214,-2.2566,-2.1575,-1.8567,-0.3112,-0.2809,-1.0861,0.4423],[-0.8186,-1.7587,13.8528,19.2772,-1.6421,-2.3651,-0.9265,-0.9589,-0.2365,-1.4459,-0.3427],[-3.7013,-2.0532,11.3796,22.0979,-0.6374,-2.2773,0.2097,-0.825,-0.1736,-1.4388,0.1876],[-3.6951,-1.6142,12.4938,20.219,-2.0618,-1.4858,1.6844,-0.2715,-0.3267,-1.285,-0.0865],[-2.0217,-1.667,16.0074,15.726,-0.404,-1.5808,-1.0087,-0.4933,-0.3313,-1.2542,-0.2069],[-4.2094,-0.9391,10.2906,21.9718,-1.0053,-1.6931,0.9937,-0.491,-0.0039,-1.3121,-0.236],[-4.2526,-0.8969,11.8809,18.5398,-1.8375,-0.5543,1.322,-0.6025,0.1246,-1.2289,-0.6191],[-3.0594,-0.3513,11.2501,16.3862,-1.4769,-0.3119,1.5692,-0.6207,0.0083,-0.6076,-0.6207],[-3.264,0.3895,8.6335,20.575,-0.2564,-2.5728,0.1157,-0.6364,0.2093,-0.9181,-0.164],[-2.2574,0.0266,9.4543,19.5905,-1.0394,-2.1843,1.1606,-0.0537,0.0788,-0.9971,-0.3699],[-3.7038,1.1971,9.7853,16.3934,-0.5281,-0.7974,-0.2964,-0.3679,-0.2064,-0.8753,-0.2858],[-3.5352,0.1413,10.1768,16.8084,-1.6502,-0.3991,-0.8714,-0.6932,-0.0472,-1.0034,-0.3123],[-4.1967,0.2102,5.9759,12.9827,-0.4375,-2.2352,1.8567,-1.2746,0.1129,-0.7789,-0.1467],[-3.077,-2.08,11.3321,18.028,-1.0013,-1.177,1.5821,0.1612,0.3621,-0.8586,-0.1507],[-3.52,0.312,9.2727,13.4844,-1.5319,-1.2646,-0.5166,-0.8973,-0.038,-1.1475,0.1487],[-2.6833,0.5872,9.0034,13.4214,-1.4764,-0.2402,-1.5501,-1.2017,-0.0462,-1.5054,0.1331]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=events_before>\n<parameter=stream>\ncedar_448\n</parameter>\n<parameter=timestamp>\n50\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=events_before>\n<parameter=stream>\ncedar_448\n</parameter>\n<parameter=timestamp>\n50\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=events_before>\n<parameter=stream>\ncedar_448\n</parameter>\n<parameter=timestamp>\n50\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":57,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0147","set":"final","cohort":"need_clarification","family":"matrix_axis","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please extract a matrix row.\nZero based index: not provided. Stored matrix identifier: \"037\".\nUnrelated archived note: maple_808, reference 095. These are not inputs to this request.","tools":[{"function":{"description":"Extract a matrix row. Inert synthetic operation.","name":"row_slice","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"index":{"description":"Zero based index","type":"integer"},"matrix":{"description":"Stored matrix identifier","type":"string"}},"required":["matrix","index"],"type":"object"}},"type":"function"},{"function":{"description":"Extract a matrix column. Inert synthetic operation.","name":"column_slice","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"index":{"description":"Zero based index","type":"integer"},"matrix":{"description":"Stored matrix identifier","type":"string"}},"required":["matrix","index"],"type":"object"}},"type":"function"}],"prompt_tokens":577,"decision":{"rms":0.3604205693784702,"sumsq":133.01963451504707,"hb":[-0.03892,-0.11793,-1.39703,0.0338,-0.94338,-0.06439,-0.50061],"lse":22.404080327596237,"logits":[13.54,13.355,13.298,10.801,10.68,9.197,7.411,7.081,8.29,10.737,9.368,16.278,12.197,9.575,13.028,10.854,9.292,9.274,10.139,9.443,19.825,8.61,12.791,15.467,14.328,10.731,11.595,9.539,12.599,9.671,8.666,14.168,14.14,8.453,10.746,9.089,7.234,11.672,7.484,10.143,13.095,7.454,7.956,12.894,5.478,7.81,0.253,10.514,6.642,14.387,2.986,8.252,8.353,7.93,7.445,6.466,8.265,12.541,11.873,6.682,6.88,13.686,0.711,5.492,8.09,12.804,6.762,10.588,1.761,17.763,11.617,8.281,10.471,0.516,10.762,1.933,9.879,6.705,9.336,9.412,9.042,9.564,9.674,7.782,9.414,8.205,8.246,3.957,9.387,13.039,-0.871,5.759,15.589,10.511,8.39,7.186,11.465,-3.274,1.412,3.163,7.061,8.221,0.368,9.949,-0.818,12.958,9.952,2.732,6.82,10.119,8.262,10.507,5.163,4.639,6.953,9.982,15.738,4.671,6.645,10.828,11.897,9.789,12.993,13.79,12.601,11.98,2.271,9.634,7.068,6.875,2.453,7.192,5.313,5.538,11.109,8.714,5.318,13.898,3.048,8.658,8.252,13.793,15.161,2.881,1.826,8.469,11.755,-0.787,17.139,1.487,-2.928,10.824,6.019,13.768,3.361,10.338,5.684,8.045,5.849,10.88,6.236,3.672,10.318,-1.437,6.746,4.484,8.442,7.374,-7.028,10.956,11.786,10.96,13.69,6.369,6.183,8.003,10.532,6.39,11.764,6.304,8.85,4.071,5.372,2.204,7.616,16.803,5.223,11.288,-0.781,10.444,9.528,4.737,11.183,9.877,8.014,3.602,8.047,12.521,9.026,2.881,6.983,14.398,6.4,1.019,11.741,7.473,12.69,9.612,3.952,10.953,3.903,13.202,16.146,3.5,8.845,5.541,-3.874,4.589,0.912,2.565,11.64,8.433,8.794,2.336,-1.943,4.11,7.968,3.75,1.148,4.27,12.826,-0.478,1.663,8.471,8.939,12.391,6.56,11.217,5.043,7.709,7.786,2.257,4.618,3.885,8.182,11.845,-1.183,-1.161,12.836,8.503,0.274,13.133,8.408,7.466,6.488,0.183,9.915,14.607,6.368,10.964,11.783,8.741,4.518,-0.202,4.661,9.731,2.237,9.577,6.561,14.229,1.992,3.801,0.194,1.527,0.54,9.118,9.31,5.461,7.678,1.438,14.494,9.926,-0.09,4.187,5.202,8.187,-3.565,10.424,11.203,10.295,9.943,5.149,11.376,9.575,9.201,9.903,11.461,11.277,12.489,6.945,9.177,6.747,5.305,9.117,6.065,5.319,10.101,12.652,1.707,9.457,7.83,6.619,13.072,3.113,0.227,1.212,8.35,5.577,-0.968,1.338,3.718,9.791,8.253,6.974,9.158,10.819,-4.59,-1.52,7.976,8.851,16.446,8.915,3.406,10.007,14.314,5.884,9.833,1.128,3.754,5.3,-2.506,12.969,12.775,12.68,9.114,5.845,7.75,6.326,7.849,4.183,14.364,2.234,-0.876,4.156,11.605,12.424,7.101,12.203,10.209,7.996,0.841,5.443,0.089,0.693,13.082,11.912,11.63,4.349,0.676,5.269,8.768,11.634,0.227,6.397,10.099,3.566,3.552,10.537,7.714,12.733,3.135,-2.912,14.256,0.528,9.902,2.333,1.092,3.286,10.013,13.974,3.205,13.815,4.876,12.744,-1.503,14.782,6.963,4.427,0.17,3.709,4.048,-3.563,4.531,1.253,9.992,0.809,7.957,13.685,-3.943,2.153,10.792,7.92,3.721,6.039,10.371,8.787,-1.86,11.358,8.667,8.403,7.338,9.512,2.248,10.037,4.324,8.503,4.311,-1.037,13.973,-1.398,12.259,10.83,4.343,6.825,2.351,5.674,6.989,12.221,13.61,12.572,7.572,8.608,6.677,6.182,1.979,7.035,11.389,0.449,11.652,1.275,6.15,1.927,9.706,-0.662,3.609,2.963,8.986,7.686,8.166,-0.304,1.317,10.292,11.17,4.639,11.464,2.394,1.783,1.533,8.883,6.816,6.785,12.479,7.788,-1.031,1.661,-0.84,0.728,7.534,6.5,1.349,11.207,6.37,9.334,0.16,7.778,9.973,-0.965,7.498,16.836,14.897,4.042,8.817,7.206,11.335,4.41,5.905,12.687,-0.671,8.509,2.624,8.94,1.202,3.732,5.713,1.167,3.392,0.176,4.385,8.358,12.998,3.389,8.802,-1.043,5.103,7.638,5.223,8.677,13.041,6.748,6.668,7.088,1.558,0.803,-1.327,7.005,7.113,0.004,-0.718,0.804,5.664,5.512,5.241,3.097,4.928,5.174,7.049,8.626,2.219,4.843,8.951,5.35,3.646,-0.223,10.879,1.631,7.164,10.663,6.28,4.889,6.353,-0.111,4.971,-1.275,0.302,8.822,10.409,3.662,10.465,3.463,6.573,8.509,4.805,-1.305,2.026,8.073,10.678,8.274,3.109,7.229,3.873,-1.35,3.778,7.397,7.937,2.253,6.956,-0.65,6.097,6.694,3.168,0.59,6.045,11.858,-1.649,2.344,1.27,7.347,-0.077,9.036,-0.427,9.714,11.173,-0.891,6.332,12.661,-1.705,3.329,1.078,7.808,12.062,2.992,6.744,6.456,2.788,9.853,9.516,-0.649,-2.825,-3.172,-0.222,8.142,13.158,9.507,6.899,-3.898,7.099,4.575,9.255,6.087,7.323,10.187,8.186,5.717,1.844,4.292,11.709,5.896,9.143,-2.439,3.775,4.262,0.807,2.649,2.641,10.114,10.651,5.741,0.249,0.366,6.844,9.123,-0.861,4.46,7.586,6.565,6.4,6.025,-3.715,5.286,1.998,0.806,2.428,8.492,8.38,0.37,4.146,0.754,11.529,-2.618,4.044,6.857,3.545,5.699,11.071,1.089,4.267,6.15,-0.395,6.6,10.402,-3.98,0.697,3.196,4.211,1.109,4.4,7.215,6.099,0.143,1.988,4.126,3.414,7.052,10.445,0.895,0.084,0.073,9.403,3.529,8.389,4.986,7.525,10.676,6.252,4.41,6.975,-0.972,1.599,6.545,-1.205,6.189,3.789,3.377,-1.811,13.602,-2.594,4.763,4.705,1.56,4.539,8.867,0.294,7.889,12.291,3.246,0.497,7.277,6.206,4.271,4.569,4.012,1.076,4.956,0.683,2.482,7.433,-0.347,7.159,5.691,2.545,4.869,1.731,1.708,5.149,-2.632,8.468,6.805,2.086,12.4,2.767,2.849,6.017,6.443,3.047,8.006,1.39,2.68,2.694,6.036,-0.29,-1.507,10.044,2.99,-1.515,5.862,0.594,-4.116,-1.458,8.72,1.236,3.139,-2.906,3.717,8.685,6.831,1.05,-0.893,0.167,0.222,1.668,-1.649,-2.066,10.322,7.442,-0.135,-1.397,2.262,7.181,0.841,6.322,11.892,-3.944,5.683,4.223,4.247,6.859,8.427,-1.272,3.568,0.894,9.204,0.315,-1.01,4.448,3.458,-1.896,-2.036,-0.492,1.478,1.759,1.76,3.911,-2.352,7.944,4.249,1.066,-3.216,-2.063,-0.878,-1.229,2.304,0.296,4.395,0.912,5.526,2.313,4.791,1.423,-0.696,-0.58,0.134,3.111,1.015,5.546,3.484,2.713,-1.06,2.801,-0.004,2.372,0.166,-2.831,1.363,1.872,0.306,2.018,1.48,-2.42,2.067,11.257,9.481,0.747,1.837,2.558,4.487,5.91,-0.533,-1.34,2.663,3.484,-2.756,-1.138,-0.542,-5.287,3.764,-1.892,1.306,-0.557,2.557,-0.21,-0.774,1.747,-1.085,-0.402,1.615,1.262,1.391,-2.161,-0.58,-0.246,0.765,0.485,1.034,1.0,0.513,0.285,1.794,3.511,0.159,-1.129,-1.511,-1.223,0.45,0.385,1.402,1.554,3.786,0.563,-1.514,-4.818,5.802,2.609,-0.438,0.944,2.268,3.565,-0.849,-2.105,0.156,-2.003,-1.124,3.392,-0.983,1.064,1.689,6.075,0.929,1.975,4.573,1.546,-0.558,3.887,-1.325,0.442,-0.314,0.043,2.533,1.612,0.866,0.679,-1.495,-2.269,2.376,-0.388,-1.243,1.066,0.806,5.738,-1.966,6.02,0.863,2.752,0.991,2.154,-0.043,-1.015,3.475,3.721,1.727,3.693,-2.533,-0.689,-0.068,4.073,0.949,2.827,0.15,0.59,-0.479,-2.061,4.539,2.413,4.675,1.483,0.207,1.751,-3.163,-0.178,-0.697,-3.805,1.992,-3.867,-0.375,0.715,0.81,-0.992,-0.741,3.432,4.98,-1.497,1.268,2.433,0.833,-0.579,-0.91,3.532,-0.144,0.263,6.139,0.155,2.163,1.943,6.368,-0.216,3.924,-1.404,0.426,-0.801,-0.681,-0.265,-1.663,-1.757,2.401,3.309,-1.16,3.43,2.101,2.701,-0.275,1.939,0.058,1.007,3.503,0.166,4.105,3.144,-1.03,-1.901,-1.14,0.905,-2.018,-1.971,-0.536,-0.967,2.539,-3.243,3.426,0.777,-1.565,-1.375,4.83,4.861,-0.253,3.413,4.535,1.917,-3.314,9.855,22.265,10.629,13.251,11.886,15.845,14.446],"base_top":[[248058,22.265],[40,19.825],[760,17.763],[2665,17.139],[27775,16.836],[3928,16.803],[12189,16.446],[27,16.278],[5328,16.146],[248068,15.845]]},"positions":{"tokens":[248058,198,27,1628,63319,25640,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,27,15704,28,17571,29,198,15,18,22,198,510,15704,29,198,27,15704,60528,29,198,15,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=row","_slice",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=","matrix",">","\n","0","3","7","\n","</","parameter",">","\n","<","parameter","=index",">","\n","0","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[1.5185,1.3682,-0.418,-1.3204,-1.2803,1.0048,0.3106,0.2516,0.0786,-0.8877,0.0843],[-3.7799,0.7009,7.7801,14.7966,-0.5115,-1.8906,1.359,-0.7731,0.056,-0.6845,-0.3165],[-4.4828,-0.056,10.708,18.2289,-1.7482,-0.0875,0.4351,-0.1932,-0.0229,-1.0275,-0.1667],[-2.0318,-0.4784,10.3486,17.2135,-2.4801,0.3158,1.4244,-0.753,-0.0583,-0.765,0.0308],[-2.5129,-0.9038,9.1326,17.5387,-2.6609,-0.4716,-0.3015,-0.2238,-0.0221,-1.2071,0.5633],[-3.8704,-1.7501,8.8244,19.0658,-1.2048,-1.2253,0.8494,-1.0221,-0.0894,-1.5639,0.4566],[-5.0222,-0.7509,10.2317,21.6105,-0.8231,-1.9736,0.2269,-0.8042,-0.0797,-1.191,0.3184],[-5.3669,0.0864,10.8449,21.3212,-2.2473,-1.3961,1.9054,-0.3016,-0.0517,-1.0286,-0.0783],[-4.7477,-0.0439,11.7123,16.4407,-1.3966,-1.1551,0.6447,-0.3758,-0.2045,-1.0844,-0.0736],[-0.5331,-1.1271,9.702,14.2311,-2.4464,-1.0678,2.5743,-0.6408,-0.2838,-0.9747,0.0658],[-1.6328,-0.6772,10.4485,16.6993,-3.0568,-0.9266,-0.8977,-0.4522,-0.2796,-1.2666,0.5466],[-1.0897,-0.6473,12.2508,14.6794,-2.0419,-1.289,0.1276,-0.8017,-0.2098,-1.4849,-0.0396],[-3.5438,-1.9613,11.113,22.2531,-1.2533,-2.1855,0.682,-0.7954,-0.1179,-1.5498,0.1239],[-2.9786,-0.9526,12.8085,19.2646,-2.3889,-1.26,2.0013,-0.1806,-0.1764,-1.3594,-0.1023],[-1.7292,-1.2443,16.3493,15.9154,-0.744,-1.2589,-0.523,-0.506,-0.2358,-1.4956,-0.1826],[-4.6172,-1.009,10.7284,22.3621,-1.1845,-1.7269,2.2881,-0.5872,-0.002,-1.7843,-0.1753],[-4.5957,-1.1135,12.7483,19.6682,-2.2308,-1.0091,0.9503,-0.5954,0.0678,-1.4396,-0.4212],[-2.3811,0.2447,10.9564,15.3965,-1.5966,-0.3484,0.9791,-0.5758,-0.0151,-0.7384,-0.633],[-4.3947,0.2286,9.6866,20.7651,-1.2026,-2.2314,1.3209,-0.9648,0.1665,-1.3331,0.0348],[-2.6039,-0.1753,12.4172,21.4976,-2.0161,-0.2597,2.806,0.0114,0.1453,-1.2586,0.0375],[-4.302,0.2662,10.7583,16.7655,-1.6783,-0.3519,0.8437,-0.3626,-0.1411,-1.1693,-0.0854],[-1.0742,-0.6316,10.5354,15.7286,-2.3293,-1.1913,2.3316,-0.3794,-0.0758,-1.0508,0.0641],[-1.3975,-0.5657,10.9418,16.694,-2.9904,-0.8277,-0.5383,-0.2293,-0.1822,-1.46,0.4933],[-0.8505,-0.505,12.8306,15.9177,-2.1536,-0.9197,0.19,-0.739,-0.1943,-1.5609,-0.0611],[-3.8169,-1.9913,10.5341,22.2885,-2.5484,-2.5336,0.4485,-0.5635,-0.0583,-1.662,0.323],[-3.7049,-1.2383,13.6767,21.1592,-3.0317,-0.9436,2.5327,-0.4052,0.106,-1.3843,0.1179],[-2.3618,-1.1102,17.7198,17.5972,-1.7754,-0.6697,-0.4321,-0.2192,-0.0897,-1.3222,-0.0383],[-4.3095,-2.1339,14.3109,21.8701,-0.3788,-1.7121,-0.0049,-0.8474,0.1341,-1.6497,-0.2104],[-3.6543,-1.7567,13.2685,21.7059,-0.2432,-0.7147,-0.0612,-0.9684,0.1129,-1.6541,-0.3811],[-3.5954,-0.9805,11.6062,21.2032,-1.1223,-1.8229,1.7086,-0.6308,0.1243,-1.7516,-0.0276],[-3.4841,-0.9216,11.7015,18.8375,-1.7444,-0.9548,0.9186,-0.3643,0.2302,-1.3562,-0.3729],[-2.7256,0.7182,11.4324,17.8539,-1.8399,-1.0638,1.0573,-0.3384,0.0688,-0.6579,-0.5987],[-2.8749,0.8028,8.7378,19.9106,-0.6928,-2.353,1.0816,-0.8843,0.2024,-1.2568,0.0214],[-1.9808,0.3927,9.9626,19.3935,-0.5663,-0.3236,3.1443,-0.0527,0.0624,-1.2186,-0.1931],[-2.7758,0.3663,9.4436,15.6176,-1.1606,-0.495,0.4266,-0.5266,-0.1307,-1.1199,-0.1532],[-0.8808,-0.598,10.5373,17.2419,-1.9965,-1.0344,2.6548,-0.3585,-0.1145,-0.836,-0.1689],[-1.0155,-0.7082,11.0844,19.0409,-2.2228,-1.1967,-0.4588,-0.2818,-0.1901,-1.2159,0.18],[-1.5318,-0.2289,9.4461,19.0338,-1.8803,-1.9141,-0.0627,-1.1089,-0.2112,-1.1219,0.0641],[-1.077,0.3123,12.4795,19.3581,-2.7905,-1.242,1.1061,-0.5105,-0.0587,-1.1528,0.0042],[-0.4594,0.5964,16.0813,15.0823,-1.0487,-0.7864,-1.2592,-0.3809,-0.1372,-1.1655,-0.1352],[-2.2904,-0.3905,11.6699,19.7026,-0.9348,-2.4413,0.8708,-0.5108,0.1092,-1.4369,-0.1697],[-3.6453,-0.86,11.9817,18.2715,-1.6536,-0.673,0.4415,-0.3439,0.2997,-1.4193,-0.494],[-2.407,0.5181,11.0308,16.4585,-1.4212,-0.9652,1.0038,-0.3185,0.2238,-0.3682,-0.6016],[-3.382,0.3465,8.2442,19.704,-0.4312,-2.4074,0.3167,-0.6031,0.1853,-1.2198,-0.1069],[-3.6374,-0.6515,9.4749,19.493,-0.7978,-1.3528,2.5693,0.047,0.0723,-1.2468,-0.2565],[-4.5327,0.753,10.7209,17.202,-0.4994,-0.5247,-0.1223,-0.3471,-0.1099,-1.0643,-0.2168],[-4.0787,-0.1826,9.4527,15.8081,-1.3777,-0.6056,-0.7777,-0.7402,0.0163,-1.0437,-0.3649],[-4.4198,-0.6469,6.2297,13.2085,-0.7151,-1.3352,1.9334,-1.255,0.2555,-0.959,-0.0908],[-3.9286,-2.5703,10.4406,17.1445,-0.9934,-0.9265,2.8677,0.2777,0.23,-1.0222,0.0104],[-3.7934,-0.4841,8.0764,12.1939,-1.7467,-1.0695,-0.6101,-0.8698,0.0155,-1.1506,0.2544],[-2.9653,0.3815,9.0507,13.3296,-2.1743,-0.0842,-1.4985,-1.02,-0.0552,-1.5505,0.0736]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=row_slice>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=matrix>\n037\n</parameter>\n<parameter=index>\n0\n</parameter>\n</function>\n</tool_call>","n_tokens":51,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"final-611406-0091","set":"final","cohort":"need_clarification","family":"checksum","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"The operation I need is: compute a checksum of stored data.\nStored data identifier: not provided.\nUnrelated archived note: spruce_902, reference 072. These are not inputs to this request.","tools":[{"function":{"description":"Compute a checksum of stored data. Inert synthetic operation.","name":"compute_checksum","parameters":{"additionalProperties":false,"properties":{"data":{"description":"Stored data identifier","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["data"],"type":"object"}},"type":"function"},{"function":{"description":"Check stored data against its saved checksum. Inert synthetic operation.","name":"verify_checksum","parameters":{"additionalProperties":false,"properties":{"data":{"description":"Stored data identifier","type":"string"},"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["data"],"type":"object"}},"type":"function"}],"prompt_tokens":541,"decision":{"rms":0.36248718693160425,"sumsq":134.54946374613792,"hb":[-0.04536,-0.02255,-1.01279,0.27435,-0.46165,0.07256,-0.29469],"lse":21.42817032375553,"logits":[12.289,14.227,12.48,12.69,12.225,10.692,9.092,9.056,10.259,11.625,9.187,16.054,11.371,8.423,13.193,8.584,7.568,8.222,8.453,8.985,20.412,7.472,10.791,15.32,12.471,9.795,8.634,9.659,11.035,7.635,9.373,13.734,12.67,6.976,12.191,7.748,6.467,10.393,6.605,8.121,11.706,6.02,7.551,11.181,5.419,7.27,0.354,8.965,6.832,15.078,1.138,8.449,6.098,7.815,5.631,4.103,7.702,11.821,10.988,6.908,5.181,13.159,-0.082,5.304,8.152,10.651,3.895,9.728,1.673,18.203,11.756,12.343,9.075,4.669,6.731,4.687,6.341,8.646,10.176,8.493,8.347,8.853,8.543,8.814,7.874,7.866,6.716,2.173,9.429,9.968,-1.256,5.418,16.004,10.097,6.494,6.598,10.784,-2.494,-0.01,0.576,6.514,9.157,1.012,9.548,0.686,13.378,9.507,3.534,4.515,8.967,5.27,10.116,5.367,4.485,6.075,8.935,14.951,4.754,7.473,11.834,11.438,8.941,11.744,13.102,13.431,9.293,4.971,8.986,7.569,7.797,1.078,7.127,2.506,4.429,9.074,13.132,6.651,13.479,2.977,8.416,6.392,15.115,14.202,4.353,2.118,6.055,11.214,-3.173,14.878,1.085,-3.638,9.374,6.504,6.208,4.15,9.261,6.393,5.256,4.401,8.025,7.788,3.762,9.442,-1.995,6.717,3.879,11.181,7.544,-5.785,11.789,11.312,11.312,12.476,5.331,5.928,10.442,15.983,4.462,11.49,8.752,5.756,1.536,5.798,2.253,9.292,17.002,5.143,9.216,3.426,10.061,9.077,1.74,11.977,10.484,6.636,3.754,8.662,13.402,7.478,2.361,4.198,11.669,4.931,0.751,11.121,8.854,12.873,12.439,2.604,10.037,4.203,13.218,15.818,2.219,7.293,2.658,-3.936,5.009,0.439,1.69,11.322,8.404,6.558,3.308,-1.209,8.178,10.411,2.205,-0.437,2.298,12.394,0.293,1.51,6.607,11.549,9.164,5.732,6.131,2.855,8.299,6.104,1.215,6.125,4.071,6.068,10.399,-1.001,-0.4,11.941,7.884,0.118,12.787,8.561,11.451,3.332,4.238,10.069,13.555,5.551,12.083,13.126,9.539,2.702,0.949,3.254,10.822,1.356,8.313,4.941,11.605,-1.267,1.274,-1.997,1.218,1.023,13.039,9.383,4.272,5.775,0.441,15.097,7.016,-0.908,5.33,3.491,8.319,-3.837,10.256,8.832,10.391,9.006,5.172,12.334,12.917,7.633,9.416,11.817,10.944,12.724,5.916,9.786,6.264,5.013,9.713,5.835,4.279,9.441,12.256,1.614,8.792,8.375,4.063,14.513,2.874,-0.767,-0.041,7.365,4.607,-3.332,2.429,1.127,6.958,7.644,5.632,4.955,9.669,-4.171,-4.745,8.737,9.04,16.351,7.375,1.617,11.176,14.643,2.353,9.699,2.416,4.446,5.23,-2.5,10.887,12.02,11.554,7.089,5.996,8.102,11.061,7.552,9.152,14.763,3.451,-1.811,2.833,10.562,12.615,4.781,11.991,8.679,8.722,0.282,3.333,0.244,-1.229,14.265,14.592,11.017,4.538,1.527,6.037,6.2,10.654,-1.148,7.03,10.201,3.044,4.675,10.531,11.273,13.387,0.542,-1.48,12.272,1.293,6.693,3.358,1.403,4.102,13.577,15.064,1.438,13.977,4.202,13.332,-0.91,10.728,6.392,1.301,-0.031,4.216,5.193,-2.547,4.263,0.856,9.156,-0.293,7.603,13.886,-1.708,1.209,8.48,5.401,4.484,5.885,8.088,8.478,-0.07,12.15,6.973,7.523,5.412,9.053,1.879,8.166,2.897,7.473,1.508,0.442,13.262,-1.557,12.16,7.176,8.095,7.665,1.666,7.102,6.768,5.762,16.995,11.515,8.329,12.667,6.838,6.281,-0.149,7.255,9.669,1.908,9.298,0.921,7.184,3.692,9.606,0.472,3.672,1.007,9.477,3.1,5.621,-0.749,0.769,10.997,10.709,4.867,10.617,4.577,-0.449,1.75,6.061,9.16,6.516,9.988,6.275,-2.841,2.56,0.66,-1.157,7.336,2.059,2.123,12.418,5.276,9.319,-0.942,7.661,10.714,-0.803,7.987,15.601,7.746,7.586,10.274,5.607,13.161,5.82,3.008,14.371,-0.566,5.898,0.079,8.606,0.314,3.495,3.035,2.591,3.433,-1.754,4.436,6.864,11.634,5.535,7.538,-1.348,7.816,8.012,1.957,10.881,12.881,9.466,5.513,6.643,0.141,-0.32,0.328,4.255,6.529,2.928,-1.939,0.865,6.731,2.542,5.301,3.144,2.117,6.903,5.778,7.881,3.909,1.568,6.976,5.063,4.257,-0.116,13.189,0.446,7.521,9.82,7.02,4.189,4.343,0.556,5.767,-0.866,-0.832,8.214,7.218,4.313,11.146,8.81,7.031,5.926,2.973,-2.633,3.826,8.403,9.686,7.797,1.846,6.535,5.151,-0.009,1.645,6.774,8.328,0.855,10.148,-3.911,5.916,5.646,3.831,1.045,6.059,13.163,-0.849,4.746,2.573,7.872,0.923,6.962,0.225,8.39,10.433,-4.853,4.675,14.374,-2.038,2.88,0.534,9.209,11.362,8.0,6.09,5.749,3.83,9.94,7.643,-1.105,-3.273,-5.275,-0.193,7.31,14.431,7.738,7.673,-3.182,7.657,4.867,8.209,7.173,5.809,8.635,7.493,4.433,3.004,3.336,10.303,4.597,10.184,-4.6,4.377,5.679,0.011,4.264,2.816,8.516,9.183,7.238,1.466,0.806,7.095,10.335,-1.993,6.81,6.83,5.729,7.457,5.477,-5.992,2.57,3.473,-0.343,3.29,6.141,8.864,-1.98,3.863,0.098,12.606,-2.598,7.913,7.283,5.205,3.378,7.347,2.165,3.415,6.732,-2.027,4.658,9.731,-4.313,-0.569,4.315,3.28,1.622,2.509,6.766,6.043,0.709,2.186,4.121,2.709,5.322,8.428,-1.582,1.052,2.199,9.215,4.065,7.913,4.296,7.206,11.504,6.119,4.174,4.534,-3.009,2.389,7.251,-0.365,4.355,2.987,3.118,-0.719,9.526,-3.282,5.302,7.168,0.68,4.654,8.723,-0.953,7.546,8.727,5.518,1.103,6.809,9.094,4.966,5.554,4.879,0.875,4.297,-0.515,2.846,4.274,-0.555,4.54,3.235,1.281,6.641,4.726,-0.742,5.943,-1.841,8.202,8.033,2.484,9.218,4.616,4.068,5.924,4.613,3.578,5.179,1.252,3.746,3.018,6.753,-0.002,-1.217,7.303,6.46,0.216,4.375,-0.649,-5.521,0.516,10.89,1.255,6.907,-1.566,1.198,7.879,3.98,0.303,1.754,-1.316,0.693,-0.767,-0.13,-2.991,7.876,8.1,0.716,-1.901,1.879,4.607,1.876,4.788,11.694,-3.607,6.921,3.621,2.508,7.662,7.755,-0.735,2.728,2.807,8.907,0.006,-0.987,1.707,1.854,-3.842,-2.629,-1.586,-0.855,-0.56,0.45,3.384,-1.565,7.364,3.743,1.645,-3.775,-2.028,-2.497,0.001,1.645,0.932,5.45,-0.88,3.183,2.373,6.331,-0.115,0.468,-1.104,-2.915,4.124,0.706,3.962,2.819,3.565,-1.106,0.29,1.882,3.105,0.663,-3.573,-0.344,1.124,-0.235,-1.243,1.073,-3.778,0.495,8.466,8.356,0.995,1.622,2.695,6.065,5.374,-2.647,-0.947,1.752,0.504,-0.785,-0.316,-0.831,-4.028,3.449,-1.814,2.375,0.121,-0.533,-0.444,-1.187,2.432,-1.485,0.724,1.21,-0.32,0.398,-2.614,0.794,-1.975,0.491,-1.358,-1.043,0.59,1.143,-0.191,2.595,3.971,-0.1,-1.855,0.837,0.141,2.138,-0.206,1.488,1.812,1.607,1.459,-1.388,-5.49,7.141,3.04,-0.201,2.597,2.904,3.739,-1.245,-0.979,-0.909,-0.567,-3.409,4.805,-0.333,1.477,1.215,5.082,0.435,0.424,4.971,1.329,-0.193,3.763,-1.592,2.049,-2.324,-1.193,0.638,-0.732,0.083,1.125,-3.647,-3.652,4.075,-1.69,-0.781,1.548,1.44,4.902,-1.886,5.889,3.014,3.555,0.225,-1.101,2.197,-2.451,3.414,0.891,1.426,0.26,-1.099,-2.064,0.447,2.248,-0.579,3.401,1.856,1.974,0.002,-0.485,2.013,-2.137,5.208,2.23,-0.433,3.302,-1.596,-0.313,-1.308,-1.576,3.005,-1.981,-0.451,2.835,0.162,2.517,0.615,3.246,6.068,-1.285,-0.065,4.581,2.264,2.215,0.34,4.55,-0.001,-0.602,5.99,0.173,4.233,2.185,9.199,-0.423,6.211,-1.772,1.169,-1.0,-0.173,-1.658,-0.091,-4.922,0.724,4.666,-2.082,2.027,2.911,2.398,-0.148,1.963,1.513,-0.27,3.387,0.049,5.091,5.073,-1.257,-0.818,0.596,-1.125,-2.617,-0.313,-2.148,-0.662,4.138,-3.172,5.942,2.222,-1.379,-0.346,5.46,3.68,1.294,2.457,4.609,0.524,-2.257,8.907,20.705,10.262,10.407,10.486,15.882,12.953],"base_top":[[248058,20.705],[40,20.412],[760,18.203],[3928,17.002],[22916,16.995],[12189,16.351],[27,16.054],[1206,16.004],[3811,15.983],[248068,15.882]]},"positions":{"tokens":[248058,198,27,1628,28,26808,61879,29,198,27,15704,22128,29,198,49931,10208,62,24,15,17,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","compute","_checksum",">","\n","<","parameter","=data",">","\n","spr","uce","_","9","0","2","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.5921,1.8986,-0.5823,0.0901,-2.1962,0.3496,-0.3336,-0.2671,0.1369,-1.0937,-0.1868],[-3.5956,1.3002,7.5674,15.1455,-1.0529,-2.0513,1.1895,-0.9054,0.0792,-0.7256,-0.4531],[-3.8362,0.7367,10.6181,17.6533,-1.9608,-0.8944,-0.0819,-0.4255,0.0572,-0.9749,-0.1029],[-1.5251,0.7213,10.2868,17.0095,-2.378,-0.1463,0.9082,-1.0901,-0.0658,-0.8547,-0.1379],[-2.1828,-0.1377,9.7416,17.5305,-2.3858,-1.1365,-1.2041,-0.599,0.0501,-1.0414,0.5631],[-1.5694,-0.2349,12.2986,16.406,-0.9883,-1.6595,-0.6663,-1.1185,0.0551,-1.5342,0.0135],[-3.6236,-0.9147,10.3524,19.6334,-0.8206,-1.4665,0.2733,-1.0765,-0.0373,-1.394,0.4642],[-3.8431,-1.1074,10.0726,21.9533,-1.6234,-1.318,0.4603,-0.8723,-0.1203,-1.5408,0.4037],[-4.3628,0.3052,11.133,21.181,-2.6583,-1.6802,0.7799,-0.2653,-0.0528,-1.1165,0.0526],[-3.22,0.2945,10.7739,16.6024,-1.655,-1.36,-0.5551,-0.394,-0.143,-1.108,0.0055],[0.0665,-0.515,10.3293,16.9224,-2.7461,-1.2395,2.1656,-0.4859,-0.2048,-1.0527,-0.1156],[-1.2938,-1.0296,11.6752,19.8095,-3.1767,-2.5638,-2.7365,-0.9324,-0.1367,-1.5589,0.5713],[-3.9729,-1.2497,12.7712,20.4946,-2.7144,-2.2687,-0.1226,-0.6201,0.0031,-1.5783,0.0147],[-2.563,-0.391,14.9391,18.6036,-2.8509,-1.1893,1.3825,-0.2531,0.3144,-1.6415,-0.2023],[-0.5367,0.1133,19.1335,13.44,-1.2085,-1.2497,-1.8601,-0.3784,0.1664,-1.8144,-0.172],[-2.7278,-1.2543,12.593,18.5706,-1.0184,-0.3937,0.6124,-1.2336,-0.1107,-1.1789,0.1297],[-3.3516,-0.7131,12.4347,21.7239,-1.3946,-0.7338,0.8952,-1.4065,0.1012,-1.8348,-0.0389],[-1.9598,-2.1257,15.5717,20.1277,-1.2601,-1.5797,-0.6439,-0.3953,-0.0567,-1.7789,-0.7881],[-2.4818,-1.2522,13.7557,21.0658,0.638,-1.1926,-1.2106,-1.4669,-0.0992,-1.687,-0.4589],[-3.2935,-0.3627,12.388,19.7988,0.1417,-1.311,0.7333,-1.3151,0.3058,-1.6942,-0.3567],[-3.449,-0.3743,11.5773,20.7377,-1.1455,-1.459,0.9438,-0.7535,0.0917,-1.9903,0.1249],[-3.5805,-0.4822,12.6293,19.0599,-1.25,-1.2937,0.845,-0.3808,0.0992,-1.3053,-0.3799],[-2.4868,0.7879,11.4396,16.2933,-1.3228,-1.0626,0.5599,-0.3167,0.0028,-0.6698,-0.561],[-3.0828,0.3721,8.4228,18.9987,-0.3878,-2.4874,0.061,-0.5822,0.0334,-1.1811,-0.0562],[-1.706,-0.374,10.1632,20.5482,-1.2091,-1.1907,1.2629,-0.3696,0.11,-1.4739,-0.276],[-2.6243,0.3177,9.6051,15.189,-0.657,-0.8992,0.2414,-0.3971,-0.4027,-1.1498,-0.2706],[-0.019,-1.1415,9.5244,14.9386,-1.8762,-0.8944,2.575,-0.2167,-0.276,-0.8078,-0.0041],[-1.3451,-1.059,9.9758,15.9837,-2.1309,-1.9948,-1.2575,-0.2814,-0.2979,-1.0276,0.4648],[-0.9125,-1.3386,13.1619,17.7244,-1.5163,-2.2184,-1.4759,-1.0703,-0.3102,-1.5314,-0.2716],[-3.1486,-2.0669,10.4861,21.2294,-0.6531,-1.9883,0.1961,-0.7998,-0.2454,-1.5396,0.1218],[-3.0741,-1.1,12.5965,19.0019,-2.1048,-1.5933,1.4242,-0.2953,-0.2341,-1.3765,-0.1199],[-1.2756,-0.9812,16.1037,14.8441,-0.3617,-1.6239,-1.1385,-0.576,-0.2712,-1.5265,-0.189],[-4.4978,-0.8305,10.619,22.242,-0.9907,-1.8978,0.9097,-0.4712,0.0265,-1.613,-0.2125],[-4.286,-1.407,12.9137,18.8357,-2.0603,-0.6895,1.017,-0.4584,0.1107,-1.2562,-0.5156],[-2.8339,-0.6655,11.9486,16.6866,-1.5246,-0.4481,1.4615,-0.6511,-0.0119,-0.7233,-0.6659],[-4.4523,-0.3905,8.6459,20.3199,-0.7252,-2.1038,0.639,-0.5115,0.2456,-0.9848,-0.0131],[-4.9468,-1.9561,11.061,20.2523,-1.0037,-1.4616,2.5756,0.1401,0.3849,-1.103,-0.2702],[-4.4885,0.4901,11.0393,18.1446,-0.852,-1.0582,0.3288,-0.351,-0.0471,-0.8674,-0.1488],[-4.1822,0.0169,10.6393,17.6246,-1.9355,-0.4169,0.3145,-0.6027,-0.045,-0.8852,-0.3673],[-4.3977,0.0918,5.6076,12.5314,-0.7781,-1.7473,1.7259,-1.2437,0.2467,-0.8785,-0.2447],[-4.6853,-2.5304,11.3277,16.8292,-0.8426,-0.8927,3.0633,0.2256,0.3806,-1.1617,-0.1298],[-3.8057,-0.2341,8.6262,12.6781,-2.0734,-1.222,-0.5833,-0.8782,-0.0139,-1.3004,0.1711],[-3.1503,-0.0152,8.9854,13.5068,-2.1421,-0.6246,-1.6243,-1.0035,-0.0608,-1.6034,0.0447]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=compute_checksum>\n<parameter=data>\nspruce_902\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":43,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"final-611406-0021","set":"final","cohort":"valid_call","family":"encoding_direction","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_38553 {\"p_1_42\": \"078\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_874, reference 053. These are not inputs to this request.\nCarry out this request: encode stored bytes as base64.\nStored blob identifier: \"078\".","tools":[{"function":{"description":"Decode stored base64 as bytes. Inert synthetic operation.","name":"fx_56752","parameters":{"additionalProperties":false,"properties":{"p_1_42":{"description":"Stored blob identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_42"],"type":"object"}},"type":"function"},{"function":{"description":"Encode stored bytes as base64. Inert synthetic operation.","name":"fx_38553","parameters":{"additionalProperties":false,"properties":{"p_1_42":{"description":"Stored blob identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_42"],"type":"object"}},"type":"function"}],"prompt_tokens":577,"decision":{"rms":0.377832098896976,"sumsq":146.1822412358597,"hb":[0.00072,-0.05323,-1.9544,0.4441,-1.43709,0.14767,-0.5879],"lse":22.897615463979264,"logits":[14.373,11.211,12.634,11.424,11.781,11.21,9.699,8.712,12.062,11.31,10.35,16.914,10.16,10.902,13.691,9.944,10.677,12.035,11.246,8.968,18.474,8.886,10.022,11.744,13.181,10.556,8.891,9.512,12.437,8.477,10.15,14.358,13.327,7.734,12.13,11.271,10.034,10.971,7.407,9.984,12.037,8.781,7.766,12.612,5.338,8.467,-0.201,10.152,6.063,13.854,3.661,6.662,8.296,7.42,7.602,5.338,9.35,12.596,9.684,5.399,6.598,13.746,3.938,7.959,10.568,12.164,3.811,9.028,1.207,16.475,8.007,6.391,7.701,-1.804,9.43,2.542,8.335,6.584,10.718,8.754,9.418,8.819,8.485,8.313,10.642,6.916,5.396,2.903,9.078,13.434,1.752,7.19,15.982,12.889,3.539,6.836,12.178,-2.919,4.816,3.071,5.201,7.622,-0.309,6.592,-1.633,12.661,9.022,4.502,7.858,12.587,4.765,8.089,5.231,5.626,6.596,10.301,14.218,4.977,7.415,7.027,11.855,10.41,12.318,12.643,11.844,10.538,3.905,12.082,8.194,8.239,1.395,6.321,4.079,5.756,13.85,8.475,5.681,12.206,5.368,8.51,8.346,11.951,11.896,4.362,-0.421,4.183,10.164,2.56,15.014,2.912,-1.605,8.104,7.518,5.546,4.834,9.293,6.674,9.229,7.995,8.558,8.691,3.709,8.858,-1.818,7.836,3.827,10.807,8.537,-6.683,10.717,10.701,9.535,10.845,9.902,7.094,7.207,8.506,5.589,10.516,6.685,10.576,3.579,9.629,4.81,7.517,15.293,4.373,10.44,-3.081,9.085,9.081,2.303,10.584,14.717,6.653,3.254,9.211,8.632,7.87,3.636,7.785,14.277,7.904,2.968,11.361,6.975,9.896,5.653,4.551,11.047,4.106,11.134,12.995,2.487,5.599,5.9,-4.543,-0.331,4.708,4.571,7.721,8.044,7.279,3.64,-1.05,7.194,7.088,3.75,2.263,6.181,10.642,0.044,2.217,6.186,8.562,9.374,6.582,10.2,7.134,7.021,9.799,4.389,6.47,3.02,4.555,12.064,0.073,-3.512,6.71,8.769,-1.467,11.5,7.625,6.945,5.374,-1.742,12.274,11.906,6.809,10.697,8.995,10.177,5.677,1.254,4.811,7.165,10.042,9.031,3.246,13.88,-1.154,3.598,-0.909,0.364,1.769,6.648,6.715,7.001,7.195,-0.643,8.968,9.321,-0.056,4.165,3.396,6.044,0.863,7.243,11.591,9.616,6.509,5.857,11.027,7.565,7.367,8.609,8.758,11.022,12.713,8.145,9.498,4.088,5.704,6.837,6.81,4.152,4.659,9.2,-0.008,8.471,8.008,4.409,11.771,2.857,-1.053,-3.74,7.343,7.947,-4.971,1.477,4.565,9.113,9.711,8.978,8.87,11.399,-1.805,-2.824,6.455,10.353,13.926,8.616,2.71,9.162,11.813,6.09,8.359,1.299,2.969,5.071,-2.045,11.803,11.232,12.207,9.461,5.202,8.313,3.025,7.141,1.889,9.491,3.693,-1.727,5.511,9.775,11.944,7.757,9.927,9.556,8.053,2.103,11.011,-1.615,-1.846,10.03,10.013,12.733,4.457,4.595,4.184,9.469,11.307,0.153,5.669,8.97,4.084,1.892,9.36,9.63,12.701,4.145,-3.199,14.734,1.903,6.999,5.326,1.955,1.8,7.369,10.777,5.832,10.787,2.247,9.999,0.868,9.621,6.636,2.604,1.025,1.99,4.778,-2.429,5.145,0.762,11.479,2.571,8.729,9.444,-3.792,-1.151,11.911,8.315,1.054,4.947,8.39,8.394,-2.469,13.69,8.993,6.982,5.729,10.167,1.724,5.542,8.912,8.489,3.918,0.255,11.658,-1.463,11.481,6.67,2.323,5.16,2.208,5.54,8.125,5.782,11.692,10.285,7.941,7.12,7.393,6.353,3.221,4.681,9.637,0.045,10.507,0.202,6.283,-2.096,9.645,-2.122,4.039,2.57,8.579,4.96,5.997,0.088,2.495,9.111,10.505,5.855,8.875,2.662,-0.927,2.348,7.161,7.615,8.403,13.179,7.704,2.162,2.809,1.357,0.273,5.16,6.615,2.73,6.891,5.277,7.949,-0.815,6.216,9.233,-3.117,8.406,16.453,9.371,4.97,4.679,9.028,7.846,4.623,4.245,9.548,0.353,5.961,2.438,5.807,0.457,2.834,4.655,0.705,3.592,2.355,4.323,9.16,11.857,9.186,9.51,0.318,2.289,7.199,3.304,6.063,11.152,6.065,4.903,8.355,1.621,0.445,-0.119,6.343,5.201,0.091,-1.472,-0.673,5.197,3.002,4.63,3.151,5.81,3.709,5.011,8.938,2.885,4.165,5.568,5.705,0.197,-1.346,11.236,0.003,6.461,9.947,6.517,5.41,6.813,4.843,6.284,-1.389,1.954,5.234,9.448,4.896,10.701,1.147,7.146,8.203,4.129,-1.261,2.258,7.152,9.483,5.802,0.832,8.513,2.118,-1.158,3.954,3.656,7.576,2.631,3.846,-2.663,4.679,5.233,0.883,2.962,7.819,9.039,-1.697,4.833,0.682,7.501,1.481,12.62,-1.12,10.88,8.463,-0.785,11.928,8.396,-1.824,2.59,3.022,4.273,12.602,1.466,4.843,6.998,5.466,11.348,9.202,0.921,-2.475,-3.327,1.599,6.608,8.714,7.544,6.972,-1.578,7.593,2.974,8.517,3.963,6.329,8.515,3.712,2.932,1.225,4.698,10.824,3.756,7.399,-2.762,4.505,2.635,1.996,3.495,1.871,6.98,11.618,6.677,1.122,3.224,4.964,9.732,-0.815,6.163,6.303,6.631,5.772,5.777,-1.974,2.627,2.511,-2.196,0.369,9.026,7.984,-5.394,1.399,-1.765,10.078,-2.628,3.373,7.859,8.095,7.551,6.903,2.212,5.732,6.001,-1.137,8.343,10.272,-3.467,-2.054,4.515,6.091,1.064,5.557,6.883,5.805,0.101,2.986,3.718,1.175,6.881,10.453,1.05,2.655,-0.531,8.427,5.969,7.347,4.86,4.681,9.507,5.995,1.668,5.966,2.501,1.989,5.746,1.245,4.333,1.238,1.295,-0.062,12.86,-2.193,4.894,3.634,0.224,5.518,6.882,-1.699,5.879,10.943,-0.068,1.697,2.895,5.215,4.446,1.419,2.984,2.047,4.827,1.367,0.456,7.564,-0.519,8.311,7.896,3.777,3.568,-0.305,3.264,2.365,-0.538,6.9,5.871,1.447,12.318,0.945,2.794,3.458,5.739,3.801,5.655,2.219,0.232,3.473,5.777,0.131,-0.019,9.733,-1.079,0.719,5.034,1.225,-1.842,1.795,4.682,2.127,1.608,-3.667,1.893,7.872,4.331,5.444,2.28,-0.416,0.623,3.182,-0.944,-5.394,10.293,7.098,2.385,-1.784,0.428,6.324,0.981,5.376,9.847,-2.978,5.062,4.872,4.477,2.278,9.018,-0.782,3.019,0.229,8.066,-0.669,-0.755,4.52,2.19,0.359,-0.296,-0.428,0.87,0.434,2.533,4.628,-1.173,5.261,3.447,1.586,-0.506,-2.838,-2.216,1.586,1.675,0.004,3.679,-0.298,4.873,-0.104,5.35,1.692,-0.077,1.959,1.334,2.641,0.728,3.608,2.949,3.504,-0.764,3.364,-0.977,1.584,0.396,-2.706,3.104,1.655,0.785,1.352,0.651,-0.103,0.393,10.333,8.144,3.332,2.944,2.451,3.558,3.747,0.159,-2.878,2.807,1.282,-2.647,-1.665,-1.344,-4.036,3.562,-1.009,1.866,-0.772,2.641,-2.111,-3.198,3.438,-2.659,-0.482,0.243,0.627,1.799,-1.649,-1.823,-2.488,1.486,0.829,-0.076,0.616,-1.027,-1.503,1.37,3.146,-0.236,-1.023,-2.783,-0.497,-0.566,1.446,2.864,1.789,3.545,2.177,-3.148,-2.123,4.649,3.589,0.267,2.237,4.04,4.774,-1.246,-2.454,-0.706,-0.043,0.925,5.002,-1.821,1.67,2.232,5.287,0.732,-0.041,3.412,2.985,-0.685,3.971,-2.457,1.922,0.122,-1.247,5.731,1.514,1.686,0.408,-3.576,0.745,3.855,0.786,0.106,1.227,0.985,2.033,-0.893,6.299,-0.609,2.156,0.05,-0.189,1.15,-0.173,3.415,-0.12,0.361,2.815,-3.132,0.549,1.848,4.115,-0.325,3.956,-0.628,3.227,1.424,-0.089,4.174,3.158,2.945,0.952,-0.594,2.069,-1.944,-1.077,-2.935,-3.143,1.678,-1.018,-0.736,-2.101,-0.139,-1.414,-0.546,5.817,4.222,-0.153,2.953,1.805,0.253,-2.518,1.981,3.977,0.632,0.937,4.964,0.264,2.626,2.597,4.162,-0.541,3.729,-2.565,1.643,-1.143,-1.091,0.005,-2.888,-0.667,1.072,1.684,-0.021,4.003,5.407,3.667,-0.544,3.548,1.064,0.853,5.354,-0.216,3.168,4.302,-0.23,-1.817,1.012,0.847,-2.092,-0.039,-0.075,-1.807,1.12,-2.026,0.958,0.908,-1.052,-1.972,2.782,3.602,0.48,1.737,3.693,2.179,-4.573,11.031,22.87,11.929,12.577,11.801,15.272,14.004],"base_top":[[248058,22.87],[40,18.474],[27,16.914],[760,16.475],[27775,16.453],[1206,15.982],[3928,15.293],[248068,15.272],[2665,15.014],[15947,14.734]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,18,23,20,20,18,29,198,27,15704,16874,62,16,62,19,17,29,198,15,22,23,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","3","8","5","5","3",">","\n","<","parameter","=p","_","1","_","4","2",">","\n","0","7","8","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-3.9716,-0.8822,0.8714,-0.1676,-0.9944,0.2794,-0.2349,0.0835,0.0538,-1.0183,0.1624],[-4.5488,0.5566,7.5568,14.6683,-0.8547,-2.0696,2.2439,-0.8998,0.0901,-0.6514,-0.4028],[-5.5377,-1.2626,11.5763,18.3846,-1.4647,-1.2004,-0.0184,-0.1146,0.1209,-0.9343,-0.2024],[-2.8661,-2.0232,10.0486,16.324,-1.7636,-1.0648,1.7045,-0.8466,0.1647,-0.7241,-0.0743],[-3.3241,-2.5743,10.8762,16.8037,-2.0758,-1.0446,-0.8679,-0.6011,0.3123,-1.184,0.6262],[-1.8892,-3.5239,9.6451,15.181,-0.8383,-0.6067,0.5386,-0.7343,0.6069,-1.3042,0.1286],[-4.5045,-2.1771,12.083,21.2432,-2.2722,-0.6863,-0.1483,-1.2599,0.3819,-1.6303,0.0776],[-3.104,-2.5254,15.6998,20.6475,-1.681,-1.8503,-1.3787,-0.7062,0.1917,-1.6418,-0.4508],[-3.0754,-2.7356,13.945,20.9102,-0.7448,-1.2282,-0.5553,-1.1706,-0.0032,-1.4678,-0.4103],[-3.8172,-2.1932,13.8977,20.9576,-1.9544,-3.4847,-1.2221,-1.5204,-0.0046,-1.2568,-0.6947],[-2.5647,-2.2738,11.3856,17.1682,-0.9022,-2.9542,-1.0635,-1.8136,-0.0421,-1.1488,-0.3079],[-4.3339,-1.6861,10.9015,20.9953,-0.4649,-2.8982,0.5924,-1.6623,0.2058,-1.5472,-0.3068],[-5.3118,-0.9886,10.2292,22.5746,-1.1752,-2.0043,1.1414,-0.6044,0.073,-1.0618,-0.0605],[-6.2646,-0.2556,10.0312,21.5528,-1.32,-2.233,2.1264,0.0709,0.0557,-0.929,-0.2849],[-5.0632,-0.3891,10.6211,18.1004,-1.2523,-0.9429,0.1628,-0.1616,-0.1758,-1.108,-0.2429],[-1.5564,-0.9793,10.4377,18.4907,-2.2458,-1.8056,3.1318,-0.3054,-0.0731,-0.959,-0.5346],[-2.137,-1.6542,10.3948,20.5414,-2.2433,-1.4064,-1.0969,-0.684,-0.0685,-1.1445,0.1366],[-4.0422,-1.1008,11.1667,21.9871,-2.3989,-1.7984,0.3772,-0.9455,0.1793,-1.471,-0.2567],[-3.245,-2.2236,14.8472,22.848,-2.1037,-1.6424,-0.4708,-0.409,0.1066,-1.6437,-0.7274],[-3.3576,-2.5426,12.0482,22.0879,-1.4167,-1.1147,0.3299,-1.4278,0.2395,-2.2184,-0.0512],[-2.9026,-3.133,15.789,21.4283,-0.7693,-1.4631,-0.5147,-0.728,0.1335,-1.7649,-0.5399],[-4.2262,-1.1618,11.8599,21.8767,0.1883,-2.1617,1.2977,-1.0891,0.1285,-1.7277,-0.1409],[-5.4687,-1.786,11.5445,22.3369,-1.296,-2.7701,0.0166,-0.5101,-0.0258,-1.6196,-0.0029],[-4.4815,-1.0576,13.7229,19.8831,-2.666,-1.1141,1.3438,-0.2649,0.2523,-1.4181,-0.2929],[-3.0802,-1.2274,17.8124,15.9677,-1.0909,-0.7125,-1.9691,-0.1458,0.0726,-1.5628,-0.3472],[-2.7889,-0.6642,14.5075,19.817,0.0748,-1.0787,-0.7892,-0.9075,0.1352,-1.4656,-0.461],[-3.338,-2.0113,14.1967,21.3417,-0.4065,-0.9561,-0.7696,-0.8895,-0.0655,-1.9493,-0.3831],[-4.0259,-1.2649,12.5045,20.819,-0.3128,-2.1594,0.1823,-0.4823,0.1894,-1.6838,-0.1269],[-4.2165,-1.0006,12.342,18.5367,-1.0447,-0.9251,0.3515,-0.35,0.2121,-1.3506,-0.6188],[-3.0907,0.1682,11.4376,17.3015,-1.3874,-0.8487,0.8054,-0.2415,0.0506,-0.5486,-0.5775],[-3.9365,0.3515,8.8204,21.0879,-1.0597,-2.2015,0.9382,-0.8562,0.2166,-1.1577,-0.1578],[-2.9927,-1.645,10.9883,20.8976,-1.2794,-0.3401,1.4314,-0.0431,0.1393,-1.4013,-0.3173],[-3.7549,0.4031,9.5626,16.282,-0.802,-0.5894,0.2215,-0.5626,-0.1014,-1.162,-0.319],[-1.0911,-0.6443,10.6055,18.4563,-2.8371,-0.8069,2.7622,-0.418,-0.1009,-0.8044,-0.3754],[-2.2006,-1.3903,10.192,21.2228,-2.1608,-1.4691,-1.3276,-0.6242,-0.1441,-1.1955,0.0885],[-2.6835,-0.0841,10.9322,19.9852,-1.4484,-3.1175,-0.5133,-0.6849,-0.0228,-1.3217,-0.1733],[-4.6818,-1.7605,11.6001,22.0714,-0.5999,-2.0606,-0.1564,-0.7979,-0.0986,-1.5459,-0.0301],[-3.4035,-1.1542,13.6631,20.4984,-2.0702,-2.0119,0.9116,-0.3252,-0.1034,-1.361,-0.1],[-1.7052,-1.0806,17.1026,17.261,-0.7093,-2.1563,-1.2413,-0.6816,-0.0879,-1.4882,-0.1158],[-4.9831,-1.015,11.5746,22.6044,-1.0379,-2.1468,1.0765,-0.5664,0.0405,-1.6172,-0.1967],[-4.8278,-0.967,12.0799,18.633,-1.7129,-0.5133,0.8881,-0.4759,0.2442,-1.2302,-0.6223],[-3.0845,-0.2349,11.5556,16.7356,-1.5438,-0.6953,1.0845,-0.5948,0.1882,-0.5945,-0.7427],[-4.0841,-0.0073,8.26,19.6661,-0.3227,-2.2168,0.5036,-0.6802,0.3799,-0.9688,-0.0408],[-5.1269,-1.1147,11.4036,20.5302,-1.3903,-1.9591,1.7527,-0.2967,0.2057,-1.1239,-0.4575],[-5.2407,0.1084,11.7259,17.9998,-0.4386,-1.1519,-0.0379,-0.4862,0.053,-0.9393,-0.2029],[-4.1486,0.1855,9.7539,16.6777,-1.0319,-1.1904,-0.5112,-0.7067,0.1036,-0.8337,-0.3251],[-4.8393,-0.0398,5.8399,13.1093,-0.3213,-1.9588,2.4334,-1.3817,0.3334,-0.8442,-0.1857],[-5.4001,-2.7616,11.0463,18.3221,-0.8346,-1.2967,2.8685,-0.0932,0.2212,-1.0735,-0.3307],[-4.6795,-0.8563,9.347,13.2967,-1.6373,-1.0955,-0.073,-0.6964,-0.0165,-1.171,0.1305],[-3.8807,-0.6703,9.811,13.9913,-1.7015,-0.215,-1.8151,-1.0941,-0.085,-1.5771,0.0163]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_38553>\n<parameter=p_1_42>\n078\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=fx_38553>\n<parameter=p_1_42>\n078\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_38553>\n<parameter=p_1_42>\n078\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0159","set":"final","cohort":"ambiguous","family":"filter_parity","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_456, reference 073. These are not inputs to this request.\nPlease select odd stored integers.\nSeries identifier: either \"091\" or \"0919\", with no preference specified.","tools":[{"function":{"description":"Select even stored integers. Inert synthetic operation.","name":"fx_13601","parameters":{"additionalProperties":false,"properties":{"p_1_42":{"description":"Series identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_42"],"type":"object"}},"type":"function"},{"function":{"description":"Select odd stored integers. Inert synthetic operation.","name":"fx_43008","parameters":{"additionalProperties":false,"properties":{"p_1_42":{"description":"Series identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_42"],"type":"object"}},"type":"function"}],"prompt_tokens":573,"decision":{"rms":0.39881776280266007,"sumsq":162.8719185171649,"hb":[-0.08959,-0.08891,-1.87862,0.17736,-1.40302,0.16627,-0.62255],"lse":23.12985459353526,"logits":[14.132,14.153,14.169,13.845,12.667,12.112,9.31,9.556,11.633,11.506,12.032,15.661,11.819,10.866,13.844,11.36,9.265,11.248,11.7,10.576,20.083,10.57,10.844,13.911,13.041,12.786,11.134,13.828,12.993,10.095,9.805,13.596,14.211,8.752,12.616,11.535,9.827,11.821,9.916,9.933,12.871,10.057,9.875,11.988,6.279,7.524,0.117,11.203,10.045,14.973,5.001,8.46,10.007,9.02,8.523,6.834,10.732,14.129,12.177,6.591,6.871,14.659,5.565,8.571,10.224,10.396,5.581,10.44,2.055,17.965,9.029,8.399,10.088,-0.385,9.982,4.154,11.708,7.536,8.87,9.381,9.626,10.042,8.744,8.653,10.705,7.398,7.625,5.716,10.666,10.838,1.916,5.854,16.272,12.835,4.988,7.789,12.886,-2.241,4.621,4.104,7.54,12.165,0.196,8.502,0.751,14.679,10.722,5.239,7.755,11.606,12.821,10.484,6.873,5.36,7.313,11.544,15.234,5.205,10.652,8.611,12.794,12.088,13.773,13.615,13.798,10.915,3.421,12.135,8.42,9.797,3.181,6.707,5.025,5.932,12.231,9.142,5.43,14.697,5.049,9.733,9.466,15.576,12.84,5.242,1.416,8.171,12.79,1.54,15.637,4.152,-0.543,11.938,7.43,9.111,7.536,10.053,6.099,9.327,9.175,16.376,8.991,3.987,10.417,-0.906,9.617,4.366,8.63,5.919,-4.59,10.099,12.633,11.312,13.772,8.53,8.692,7.255,8.268,7.358,12.64,8.265,9.521,4.803,6.491,3.814,8.044,17.111,6.491,10.888,-1.155,10.196,11.032,3.836,12.18,13.266,5.789,3.94,10.071,12.075,11.442,4.308,8.174,11.907,6.345,5.257,12.742,8.024,10.303,9.274,5.791,13.054,5.375,12.196,17.519,3.585,8.14,6.854,-2.657,1.345,5.469,4.968,8.51,10.594,12.274,5.591,-2.05,6.015,8.512,4.259,3.712,6.365,10.928,-1.346,4.688,7.515,10.437,12.087,3.492,9.653,6.757,9.868,7.411,6.742,4.447,4.231,5.453,12.907,1.909,-3.082,8.308,9.78,-0.421,12.189,10.167,8.696,7.056,-1.707,12.055,12.739,9.198,12.197,9.936,10.933,5.116,2.728,4.466,7.778,6.93,11.11,6.606,15.826,1.315,5.939,1.745,1.599,2.155,8.99,9.412,7.75,8.21,0.27,10.702,10.077,0.984,6.705,8.974,8.448,3.737,8.163,12.45,12.797,8.646,8.154,11.256,7.97,7.761,10.416,7.871,10.985,15.336,9.545,10.356,9.021,7.031,10.588,6.558,4.644,6.174,11.191,0.909,11.196,8.293,4.52,13.883,4.734,-1.828,-2.01,8.816,8.215,-3.924,-0.603,5.182,10.454,9.156,8.609,7.773,10.327,-4.584,-1.174,8.963,9.948,16.946,9.615,2.281,11.239,13.107,7.502,11.11,3.11,2.908,6.541,0.926,10.679,11.102,11.904,8.245,7.212,9.762,4.908,7.646,2.899,10.444,4.716,-1.029,4.597,10.047,13.459,8.5,11.967,10.793,8.767,4.46,5.531,-0.531,1.386,12.14,11.046,11.913,6.094,3.032,4.589,11.65,10.887,2.598,8.981,11.496,5.37,5.744,10.24,8.428,13.729,2.879,-1.928,15.73,3.117,8.261,5.19,4.126,3.684,10.457,11.741,6.025,10.856,5.603,13.155,0.528,11.732,8.137,4.431,2.145,1.602,4.237,-2.574,7.175,3.58,10.963,1.747,9.192,12.665,-0.957,3.9,10.974,8.755,1.037,6.681,9.875,10.292,-1.911,12.357,10.343,9.441,7.943,13.327,3.186,8.376,7.24,10.882,3.621,0.208,14.402,1.203,13.631,8.981,4.226,5.314,2.086,6.381,7.664,6.778,13.822,11.539,9.197,7.427,7.652,5.115,3.713,5.611,11.46,2.657,12.847,0.879,8.917,-0.907,10.056,-0.876,4.39,4.506,11.06,14.841,6.759,1.693,3.438,11.154,10.181,5.987,9.244,2.76,0.319,2.61,9.41,7.452,7.052,13.868,8.49,-0.626,2.694,3.805,1.974,8.45,7.034,4.347,9.573,6.959,11.251,0.856,7.502,11.118,-0.99,7.898,17.521,9.665,7.714,4.681,8.952,9.103,6.558,6.48,12.451,0.028,8.704,1.701,7.104,0.834,3.987,6.282,0.604,7.406,1.79,8.075,9.6,14.205,3.48,9.242,0.455,3.817,9.564,6.276,8.13,13.661,6.507,7.996,8.734,3.188,3.169,0.528,6.34,7.082,3.434,-0.787,4.504,7.89,5.774,7.684,4.125,5.849,5.504,6.839,8.101,3.538,5.361,5.195,6.356,0.363,0.315,10.307,0.729,6.167,11.282,7.236,5.469,7.202,3.104,7.479,-2.211,1.846,8.389,9.661,5.688,12.984,4.365,8.592,9.513,5.39,-0.178,3.705,8.789,9.264,8.026,2.433,9.846,2.689,1.092,5.009,4.757,9.233,3.567,7.139,-2.756,6.409,6.56,1.448,2.122,6.611,10.42,-0.945,4.841,1.179,7.146,4.087,9.244,0.449,9.99,10.775,-1.026,6.039,9.544,-0.618,3.497,2.803,4.598,14.278,2.727,8.737,10.179,5.853,11.963,10.861,1.258,-0.313,-1.958,1.943,9.733,10.692,11.034,7.539,0.608,7.201,3.638,8.997,5.489,7.835,10.972,5.593,4.558,2.152,4.721,12.784,5.91,8.748,-3.569,3.581,6.018,1.678,5.325,4.909,8.97,11.235,7.486,1.211,1.387,4.327,10.973,-0.051,5.238,7.678,6.621,8.551,6.604,-1.221,2.92,3.34,0.587,4.794,8.856,10.412,-3.817,2.406,0.372,13.996,-0.848,5.699,8.913,9.35,6.537,8.506,1.469,5.93,7.896,-1.527,7.102,10.1,-4.494,-0.363,3.044,6.818,1.651,7.702,9.363,5.938,1.424,4.238,3.392,2.875,8.533,12.343,0.285,4.115,-0.542,11.161,5.616,9.849,5.259,7.89,10.937,7.694,4.432,7.592,2.088,4.101,8.309,0.764,8.035,1.547,2.438,-1.13,12.608,-2.057,7.197,3.258,-0.151,5.787,9.251,0.059,9.202,12.061,1.954,1.509,4.043,6.479,4.888,4.174,5.661,3.631,5.361,3.733,3.776,8.435,0.875,8.397,9.026,5.074,4.907,1.423,3.121,5.315,0.515,9.069,8.5,3.501,11.022,1.867,2.81,7.013,6.117,5.599,8.636,2.773,0.276,4.328,6.62,2.34,0.349,9.399,-0.161,3.453,8.972,2.142,-2.041,2.122,6.35,2.194,2.154,-1.243,3.327,9.453,5.384,2.532,0.462,1.495,-1.25,2.64,1.393,-3.52,7.731,7.819,1.462,-0.872,4.372,6.959,2.206,12.101,12.258,-1.509,6.104,5.878,4.729,4.031,10.24,-1.215,3.559,1.027,8.981,-0.355,-1.075,6.238,2.983,1.353,-0.014,0.529,2.804,0.375,2.907,4.591,-0.355,5.498,3.516,2.686,-1.367,-0.68,-0.156,1.8,2.179,1.627,4.839,1.184,5.149,1.955,5.791,2.836,1.852,4.016,1.724,4.614,1.925,3.9,3.883,4.635,-0.71,2.737,0.174,4.632,0.822,-5.052,2.968,2.367,2.033,0.923,1.179,0.34,1.959,11.916,8.634,2.037,3.209,3.724,3.748,6.275,0.432,-0.323,2.547,3.924,-0.571,1.104,0.302,-4.743,4.725,-1.028,1.207,0.286,2.936,0.405,-1.42,3.176,0.217,0.612,0.678,1.858,1.694,0.177,-0.97,0.622,1.612,2.327,0.714,1.621,0.46,0.051,0.23,2.44,1.035,-1.212,-1.751,0.77,-0.187,1.879,1.453,1.042,5.653,1.774,-1.488,-0.855,5.515,4.376,-0.643,0.749,3.759,3.805,-0.356,-1.319,2.353,0.671,0.286,3.989,0.402,2.185,3.039,6.257,2.277,2.851,4.232,3.1,-0.24,5.0,-2.384,0.93,0.482,0.517,3.865,0.634,2.173,2.912,-2.255,-2.938,3.243,0.39,1.748,2.699,2.256,3.848,1.312,5.272,-0.54,3.014,1.193,0.981,-0.155,-1.35,3.01,2.249,1.046,3.073,-1.605,0.799,2.016,4.473,0.613,3.559,1.859,3.415,0.713,0.326,5.521,4.056,1.975,2.036,0.444,2.403,-1.409,0.526,-2.064,-3.504,0.894,-1.966,1.536,-1.698,1.239,-0.256,2.027,4.994,4.077,1.859,2.404,2.391,1.221,-0.216,1.361,4.228,3.134,0.278,6.222,0.789,4.151,3.321,4.426,-0.464,3.398,-2.918,2.493,0.212,-0.27,0.749,-4.28,-0.892,3.75,3.229,0.441,5.03,3.787,3.747,0.399,3.814,1.961,0.196,7.33,-1.042,4.433,2.052,-0.184,0.207,-0.736,1.754,-2.783,-1.191,0.263,-0.511,1.466,-4.029,2.12,2.768,-0.982,-0.644,3.102,3.689,0.998,3.636,4.113,2.029,-3.315,9.867,23.041,10.786,12.517,12.21,15.563,15.893],"base_top":[[248058,23.041],[40,20.083],[760,17.965],[27775,17.521],[5328,17.519],[3928,17.111],[12189,16.946],[3270,16.376],[1206,16.272],[248069,15.893]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,19,18,15,15,23,29,198,27,15704,16874,62,16,62,19,17,29,198,15,24,16,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","4","3","0","0","8",">","\n","<","parameter","=p","_","1","_","4","2",">","\n","0","9","1","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[0.2103,-0.2854,-0.001,0.1421,-2.2344,0.9037,-0.975,0.1035,0.2271,-0.7302,-0.1115],[-4.0716,0.7146,7.7875,15.3028,-1.0983,-1.5407,1.8042,-0.7962,0.1527,-0.5784,-0.4468],[-5.3282,-1.3096,10.8603,18.089,-1.3259,-0.2538,-0.2728,-0.1162,0.217,-0.7337,-0.2122],[-2.8857,-1.9207,10.517,16.7865,-2.0943,-0.5037,1.3086,-0.6757,0.176,-0.6804,0.081],[-2.5765,-2.1142,10.7933,16.4023,-2.1391,-0.3718,-1.4893,-0.6748,0.3744,-1.2088,0.7377],[-1.5596,-3.2848,10.0485,16.1004,-0.7614,-0.3997,0.2489,-0.8087,0.5551,-1.224,0.0913],[-3.0074,-1.6881,12.0009,20.1709,-2.2081,1.1934,-1.0798,-1.3803,0.4028,-1.7017,0.1155],[-1.8269,-2.2386,15.9483,19.2909,-0.7151,0.7856,-2.1952,-0.6832,0.2072,-1.6959,-0.355],[-3.2162,-1.5172,13.7812,21.0235,-0.5429,-2.3405,-0.9055,-1.1481,0.0094,-1.8419,-0.5138],[-2.9734,-1.6955,13.5918,20.8962,-0.229,-0.7566,-1.6011,-1.2192,-0.1057,-1.449,-0.6704],[-2.6134,-0.9535,11.4302,18.8795,-1.031,-1.8576,-0.742,-1.8306,-0.3493,-1.3002,-0.2476],[-2.6841,-1.7285,11.1859,20.6863,-0.05,-0.8258,0.7791,-1.5913,0.0363,-1.4744,-0.1052],[-4.323,-1.045,10.2541,22.273,-1.6097,-1.9372,1.0825,-0.6146,0.0511,-1.1922,-0.0068],[-4.6946,-0.1768,10.0803,22.047,-1.9553,-2.1617,1.5882,-0.1431,0.1095,-1.1303,-0.2948],[-4.6292,-0.4669,10.3691,17.6499,-1.3869,-1.0627,0.2274,-0.2721,-0.1989,-1.112,-0.1831],[-1.1496,-0.8111,10.243,17.9264,-2.4047,-1.2065,2.7392,-0.2487,-0.0457,-0.957,-0.5422],[-1.585,-1.6676,10.253,20.1957,-2.5084,-1.1134,-1.3123,-0.6516,0.0921,-1.1192,0.1947],[-2.9668,-0.9306,10.6449,21.0008,-2.5844,-1.2688,0.1973,-0.8407,0.199,-1.3941,-0.1698],[-2.4653,-2.4778,15.0078,22.6827,-2.2056,-1.3398,-0.6113,-0.2554,0.1536,-1.5623,-0.7041],[-3.0309,-2.6334,12.0013,22.1366,-1.56,-0.7982,0.0557,-1.4597,0.2597,-2.3447,-0.0876],[-2.4793,-3.2476,15.9486,21.624,-0.9138,-1.2133,-1.1275,-0.7651,0.1231,-1.8783,-0.5613],[-3.5934,-1.2384,11.7829,22.121,-0.2187,-1.8091,0.9653,-1.1441,0.1776,-1.8268,-0.1999],[-3.8371,-1.7588,11.5472,22.785,-1.6966,-1.8882,0.2423,-0.7256,0.037,-1.7638,0.0532],[-2.3892,-1.0238,14.2257,20.4594,-3.4247,-0.3834,1.5894,-0.4034,0.4258,-1.4432,-0.2968],[-0.6411,-0.8913,17.1659,16.813,-1.8171,0.0697,-1.6062,-0.3307,0.2969,-1.4587,-0.4018],[-1.789,-1.2922,14.1417,19.7831,-0.372,-1.5929,0.3102,-0.7725,0.1628,-1.2507,-0.4395],[-2.2047,-1.4589,13.5425,20.1367,-0.8912,-0.8022,-1.3121,-0.9746,0.2539,-1.5053,-0.4569],[-2.4206,-1.1522,12.8844,19.5568,-1.9745,-1.3528,-0.4621,-1.0872,0.0827,-1.8379,-0.3423],[-2.786,-0.6753,11.3406,17.5784,-1.9919,-0.3967,0.4328,-0.4453,0.2647,-1.1742,-0.6882],[-2.4111,0.3189,10.7198,15.831,-1.5121,-1.0697,0.4161,-0.35,0.0768,-0.5527,-0.7366],[-3.2814,0.5403,8.4121,20.5026,-1.4946,-2.5309,0.9418,-0.8001,0.1523,-1.0636,-0.0757],[-2.6715,-0.8172,11.0824,20.8465,-1.4566,0.0436,0.6199,-0.3072,0.1701,-1.4069,-0.1875],[-3.1124,0.4216,9.1154,15.9576,-0.9018,-0.4293,-0.2175,-0.5332,-0.0749,-1.0814,-0.3309],[-1.129,-0.7649,10.701,18.3112,-2.7725,-1.1108,2.2393,-0.3325,-0.1155,-0.7465,-0.3181],[-1.8562,-1.3202,10.1857,20.587,-2.2605,-1.4312,-1.5111,-0.6953,-0.1363,-1.1154,0.0356],[-2.3345,-0.0242,10.441,19.7632,-1.6009,-3.1189,-0.8702,-0.6352,-0.0653,-1.2575,-0.1856],[-3.5906,-1.2723,10.2214,21.8857,-1.0509,-2.3957,-0.1636,-0.8438,-0.0682,-1.5642,-0.2183],[-2.4622,-0.8823,12.9991,19.6345,-2.5114,-1.8527,0.7181,-0.1828,-0.0901,-1.2671,-0.1477],[-0.6217,-0.5841,16.2513,16.2738,-1.3484,-1.9165,-1.3067,-0.5868,-0.0492,-1.3793,-0.1332],[-3.8713,-0.8241,11.1544,22.4371,-1.2772,-2.1576,1.0872,-0.5945,-0.0172,-1.5529,-0.1734],[-4.1034,-1.171,11.9797,18.6756,-2.0285,-0.6458,0.8614,-0.4507,0.2595,-1.1962,-0.6548],[-2.7446,-0.1543,11.2275,16.4385,-1.5214,-0.6767,1.184,-0.6424,0.1458,-0.7015,-0.7525],[-3.9193,0.2487,8.0332,19.5039,-0.8071,-2.3011,0.4131,-0.6401,0.3222,-0.9699,-0.0065],[-4.2479,-1.2465,10.9003,21.0033,-1.8616,-1.0756,1.3965,-0.3304,0.2901,-1.2201,-0.3053],[-4.6632,0.6359,10.9217,17.4764,-0.7193,-0.7193,-0.504,-0.3871,0.028,-0.8609,-0.1959],[-3.9601,-0.2504,9.7765,16.7283,-1.4505,-0.9855,-0.8726,-0.6459,0.0891,-0.8885,-0.3119],[-4.528,0.214,6.0108,13.1216,-0.4249,-2.3539,2.334,-1.2934,0.2289,-0.9162,-0.1523],[-4.8631,-2.3379,9.0841,16.6106,-1.1253,-1.075,2.7524,-0.1349,0.2948,-0.96,-0.0733],[-4.2251,-0.1691,8.9807,13.2802,-2.1827,-1.0566,-0.1108,-1.1145,0.0657,-1.2023,0.035],[-3.8243,0.1242,7.9992,12.0301,-2.2387,-1.0577,-1.0723,-1.1832,0.0699,-1.4021,0.0197]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_43008>\n<parameter=p_1_42>\n091\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=fx_43008>\n<parameter=p_1_42>\n091\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_43008>\n<parameter=p_1_42>\n091\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":50,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0254","set":"final","cohort":"no_tool","family":"filter_parity","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_440, reference 010. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to select even stored integers. Do not access or change stored data.\nSeries identifier: \"birch_510\".","tools":[{"function":{"description":"Select odd stored integers. Inert synthetic operation.","name":"fx_45466","parameters":{"additionalProperties":false,"properties":{"p_1_69":{"description":"Series identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_69"],"type":"object"}},"type":"function"},{"function":{"description":"Select even stored integers. Inert synthetic operation.","name":"fx_16719","parameters":{"additionalProperties":false,"properties":{"p_1_69":{"description":"Series identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_69"],"type":"object"}},"type":"function"}],"prompt_tokens":584,"decision":{"rms":0.3645607439052849,"sumsq":136.09322086069733,"hb":[-0.09453,-0.03816,-1.32095,0.06952,-0.90864,0.3133,-0.35057],"lse":21.456150324357907,"logits":[16.184,14.365,14.962,13.551,13.588,12.691,10.733,10.823,10.843,11.178,10.42,14.863,13.532,11.277,13.978,11.354,10.095,11.654,10.267,10.802,19.338,9.78,10.039,14.287,12.178,12.241,10.115,11.745,12.71,9.212,8.621,13.507,15.493,9.11,11.622,12.146,8.838,12.242,8.083,7.694,12.56,7.576,7.352,10.697,6.829,7.177,4.176,10.821,9.421,16.119,3.837,7.13,8.438,7.279,7.29,5.861,8.888,11.198,11.844,6.377,5.111,16.641,2.22,7.607,8.17,9.499,6.081,11.537,0.704,18.357,9.434,8.759,9.652,-0.386,15.865,2.894,11.201,6.634,11.042,12.513,9.064,8.819,11.046,10.744,11.14,7.912,7.79,3.564,12.23,11.082,0.148,7.106,19.434,9.224,6.777,7.477,14.45,-3.375,2.294,2.413,7.783,12.527,0.941,8.813,1.555,14.437,12.289,3.91,7.113,12.177,15.832,10.124,9.594,5.856,8.16,12.869,17.344,7.807,10.534,10.147,14.217,12.199,14.36,13.861,17.443,12.037,3.247,11.686,8.668,9.335,4.073,9.65,4.854,8.272,9.042,10.632,7.015,14.767,4.129,9.379,7.905,17.407,14.545,6.213,-0.258,9.305,14.691,0.04,17.424,3.948,-3.033,12.782,6.221,9.804,6.777,10.677,8.006,7.487,8.139,19.485,10.592,3.598,10.101,-2.732,9.264,5.308,10.078,7.066,-5.389,10.972,13.022,13.234,15.124,9.604,8.345,8.415,10.043,8.398,12.554,6.651,10.973,6.345,5.841,3.295,9.241,16.359,7.316,9.865,-0.423,11.265,11.411,3.52,15.913,10.945,7.121,6.26,9.889,15.037,10.704,4.186,9.292,11.399,7.631,0.248,11.717,10.205,13.099,10.063,2.793,11.68,4.684,15.175,15.381,1.975,9.374,5.81,-2.589,3.01,2.884,5.333,11.134,8.985,15.703,3.382,-1.52,7.618,7.549,5.291,2.367,5.232,10.584,-1.417,4.741,10.075,12.199,9.165,6.24,11.338,7.529,11.431,6.32,4.718,7.396,3.277,5.792,11.924,1.31,-0.328,10.037,9.127,0.917,11.247,11.1,10.033,7.543,-0.454,11.907,11.209,8.876,13.223,10.708,11.481,5.77,0.9,3.784,10.388,6.437,10.106,5.538,14.067,1.208,2.087,-0.496,3.101,2.971,10.422,10.663,6.472,9.107,1.711,12.461,10.807,1.467,7.885,11.465,9.429,1.667,10.103,11.858,13.688,8.921,8.456,12.826,9.393,8.378,8.736,8.823,13.332,13.24,8.885,11.975,10.334,5.356,12.009,8.244,4.818,8.26,11.984,-1.258,10.017,10.029,5.398,15.47,4.611,-3.374,-0.845,10.321,7.932,-2.702,0.625,3.786,11.314,9.13,8.762,6.232,11.844,-2.645,-1.717,9.987,10.743,16.715,7.692,3.699,12.718,12.685,5.312,10.749,3.286,2.23,7.212,2.543,8.166,11.225,11.905,6.257,7.146,9.154,4.225,5.927,2.443,11.591,4.826,-1.895,0.86,7.607,13.667,8.498,13.004,8.378,7.618,3.6,8.634,-0.073,0.128,13.857,11.989,9.469,5.211,1.769,5.054,12.662,9.478,-0.225,9.261,12.626,4.44,6.829,11.624,8.864,15.735,2.939,0.144,14.583,3.327,8.502,4.869,3.559,2.145,10.406,12.18,6.848,12.34,6.532,13.893,0.405,13.521,9.886,5.91,1.161,4.27,4.879,-3.153,7.649,3.997,10.639,2.481,7.799,12.182,-0.046,3.237,10.261,8.518,3.861,5.242,10.489,11.63,-2.088,9.674,9.626,9.528,7.645,10.13,2.063,6.228,5.425,9.905,2.251,0.425,12.969,-1.368,12.786,9.393,2.903,5.883,1.955,5.514,7.598,10.408,13.332,13.948,10.106,9.642,8.155,5.811,2.679,6.393,12.353,2.774,11.809,-0.488,9.335,1.613,12.319,0.587,2.516,2.399,10.994,17.338,6.943,2.222,2.308,13.308,10.846,6.627,9.988,2.574,-0.156,2.505,9.458,6.249,7.717,14.464,10.174,-0.986,3.938,1.621,2.038,9.351,7.186,1.816,11.314,6.886,12.42,0.71,7.345,12.25,0.099,9.15,16.79,13.14,6.56,5.463,9.916,7.566,6.254,9.754,12.393,-1.389,10.409,2.637,8.362,3.331,4.063,7.497,1.97,7.544,2.158,8.053,11.062,13.517,7.548,12.823,2.561,4.892,12.934,4.668,9.673,14.155,8.092,7.457,9.211,1.269,1.846,0.409,8.328,7.684,6.095,-1.737,6.819,7.073,8.09,9.089,3.996,3.045,4.806,7.783,8.26,2.014,6.026,5.872,8.958,1.821,-0.048,10.646,0.305,7.463,12.625,11.495,5.365,5.331,1.694,7.81,0.554,-0.248,9.465,10.241,4.513,11.324,2.873,7.943,7.676,1.597,-0.536,4.081,10.146,12.317,6.438,4.464,11.359,2.599,-0.871,4.595,6.712,11.158,4.455,6.532,-2.663,9.032,6.587,1.593,0.891,6.607,11.223,-0.306,4.936,1.784,8.404,3.251,7.516,0.565,12.429,10.405,-0.719,7.422,7.777,0.312,3.776,0.838,6.488,15.337,3.566,9.171,10.118,6.163,10.99,11.09,2.915,-2.509,-1.065,1.607,11.043,11.104,10.102,8.799,0.767,4.634,3.38,8.397,7.039,10.655,11.056,6.33,5.892,2.953,4.281,12.949,8.298,8.502,-1.975,3.297,5.602,1.456,4.174,7.219,8.181,11.803,7.791,0.818,0.348,6.569,10.503,-0.518,6.05,9.677,5.974,8.854,6.421,-2.864,6.078,4.847,0.776,6.654,9.107,12.347,0.308,2.582,2.645,13.637,-0.192,6.162,11.061,6.586,9.526,11.401,1.947,4.659,7.643,-0.033,8.616,14.446,-4.067,1.793,4.288,7.363,2.3,8.835,8.61,4.22,0.487,3.575,2.949,2.547,7.413,11.537,-0.142,2.826,1.227,8.96,6.98,9.608,6.528,14.343,14.931,10.289,3.839,8.576,1.641,2.863,9.916,0.184,10.682,2.487,3.537,-1.073,12.315,-2.265,9.006,3.098,2.789,6.742,10.739,2.029,10.534,12.525,2.29,3.353,6.239,6.102,2.344,5.724,4.854,2.396,6.304,0.774,4.175,9.696,-0.237,9.038,9.803,4.025,7.016,3.121,2.172,7.37,2.554,9.215,10.053,2.373,10.778,3.678,1.416,6.944,7.852,3.856,9.807,-0.774,3.044,4.137,9.317,2.734,1.018,12.224,1.903,1.089,8.364,-0.719,-3.212,0.936,8.575,2.576,2.929,-1.365,2.826,9.958,6.129,1.511,-0.219,2.954,-1.012,0.704,0.428,-2.97,8.529,11.13,2.512,1.114,6.582,6.535,0.273,12.681,12.781,-1.369,7.012,6.607,4.508,4.445,10.889,-1.562,3.204,0.835,9.756,1.836,-0.909,4.662,2.012,1.489,-0.958,1.25,2.896,2.576,4.074,4.351,-1.456,5.608,3.572,1.913,-1.559,-4.477,-1.261,-0.497,1.661,1.939,3.834,2.435,3.329,2.923,5.757,3.962,0.004,2.3,1.691,2.011,1.276,2.858,0.904,4.982,-4.057,3.191,3.88,2.871,0.632,-3.277,2.821,5.032,0.474,-1.122,0.842,-0.433,0.361,8.489,8.725,1.821,1.105,3.133,5.109,5.455,1.346,-1.143,2.657,3.674,1.4,2.393,2.375,-2.482,2.294,-2.797,1.231,0.551,2.029,-0.781,-1.722,2.102,0.477,-1.089,2.473,1.733,2.417,-1.152,-0.081,0.444,0.249,1.121,1.262,1.109,1.812,-0.464,-2.522,3.25,2.099,-2.366,-0.01,0.762,2.176,0.416,1.385,0.057,2.968,1.959,0.691,-0.682,5.794,3.021,1.701,0.683,2.402,2.061,-0.328,0.403,1.064,-0.379,-2.865,2.827,-2.746,2.752,0.97,4.966,2.052,2.443,2.197,3.262,0.076,4.008,-1.517,0.566,-0.732,0.322,0.514,0.215,1.626,1.263,-2.667,-4.02,3.506,1.109,-0.347,2.617,0.557,3.066,0.863,4.848,-0.683,2.957,-0.994,-0.938,-0.012,-1.929,5.663,1.272,1.7,2.266,-2.399,1.499,0.757,3.955,2.041,0.798,2.601,1.225,-0.738,0.711,2.918,1.215,2.348,1.192,0.835,2.878,-2.433,-0.146,-1.344,-2.401,4.57,-2.035,0.98,1.459,0.333,-0.674,3.635,1.095,3.494,-1.326,2.135,2.799,2.265,-0.375,0.657,3.74,-0.648,1.753,8.154,0.584,4.807,3.822,5.433,-0.746,2.59,-0.455,3.576,0.991,0.085,0.818,-2.94,-0.742,2.997,2.402,-0.746,3.883,0.618,5.561,0.339,2.664,1.786,2.161,6.1,-1.88,2.441,3.12,-1.15,2.72,-0.717,0.406,-2.045,-0.815,1.85,-1.031,3.629,-2.431,3.146,2.805,-0.836,0.462,4.983,3.578,2.036,2.648,2.854,2.605,-3.029,8.397,20.282,7.245,9.447,9.467,15.995,12.863],"base_top":[[248058,20.282],[3270,19.485],[1206,19.434],[40,19.338],[760,18.357],[2064,17.443],[2665,17.424],[2523,17.407],[1919,17.344],[24731,17.338]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,16,21,22,16,24,29,198,27,15704,16874,62,16,62,21,24,29,198,42404,329,62,20,16,15,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","1","6","7","1","9",">","\n","<","parameter","=p","_","1","_","6","9",">","\n","bir","ch","_","5","1","0","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.3362,-1.2829,1.2918,1.8956,-2.3147,0.5687,-0.4531,0.0031,0.1727,-0.9242,0.0524],[-4.2894,0.4662,7.5806,14.8614,-1.2667,-1.6285,1.4008,-0.7031,0.1323,-0.6928,-0.3784],[-5.1041,-1.5838,11.2366,18.4693,-1.3337,-0.5814,-0.4809,-0.2676,0.1181,-0.9251,-0.2543],[-2.837,-1.9386,10.3446,16.3752,-1.6697,-0.5133,1.2013,-0.6414,0.1453,-0.7197,0.0945],[-2.5673,-2.2331,10.4111,15.7549,-1.8722,-0.7469,-1.4461,-0.6377,0.3563,-1.1335,0.7414],[-1.5929,-3.2391,9.9603,15.5879,-0.7246,-0.4325,0.0923,-0.7767,0.5506,-1.158,0.0961],[-3.2392,-1.5663,12.5776,20.8598,-2.0286,0.7185,-1.3474,-1.217,0.4321,-1.5273,0.2201],[-2.3385,-2.4156,17.1542,20.3991,-0.7085,0.0674,-3.1308,-0.4805,0.2359,-1.4548,-0.3979],[-2.4388,-2.3318,14.5301,21.885,-1.6647,-2.454,-2.5537,-1.2599,-0.0584,-1.4959,-0.4479],[-4.2961,-2.4375,12.8671,19.7253,0.8072,-1.7107,-0.3918,-0.9976,-0.0849,-1.2678,-0.6295],[-2.6073,-2.5431,12.109,19.5408,-0.428,-1.9029,-1.5667,-1.582,-0.1526,-1.5649,-0.4762],[-3.6349,-2.4284,12.0872,21.2508,-0.0991,-2.1005,-0.1734,-1.4553,-0.1648,-1.3994,-0.2421],[-4.6379,-1.1784,10.287,22.7343,-1.3431,-2.3736,0.6141,-0.6307,0.0073,-1.1478,0.0743],[-5.0074,-0.4161,9.5424,21.4554,-1.7213,-2.3433,1.7006,-0.1423,-0.0303,-1.0946,-0.3437],[-5.0098,-0.7179,10.5575,17.8764,-1.3046,-1.0901,0.1576,-0.1547,-0.2815,-1.1397,-0.2201],[-1.4263,-0.8948,10.1321,17.6293,-2.5242,-0.9591,3.1284,-0.303,-0.1388,-0.9938,-0.5257],[-2.0288,-1.8011,10.2893,20.5081,-2.7462,-1.1884,-1.1741,-0.6297,-0.0325,-1.1022,0.2148],[-3.6096,-1.2489,11.1438,21.9015,-2.6799,-1.3262,0.3631,-0.8999,0.186,-1.4105,-0.1972],[-2.8595,-2.6436,15.3402,23.2101,-2.0236,-1.705,-0.2279,-0.3182,0.0596,-1.5917,-0.7551],[-3.1233,-2.1889,11.3623,22.015,-2.2128,-1.6957,0.8744,-1.6421,0.183,-2.0977,-0.1624],[-2.4383,-3.0889,14.9844,21.5278,-2.1587,-2.1853,-1.0613,-0.8039,-0.0093,-1.6451,-0.6352],[-3.2715,-2.6852,12.6622,21.2741,-0.4936,-2.1907,0.4828,-1.0283,-0.0258,-1.6083,-0.234],[-4.7136,-2.587,13.3022,21.75,-1.4631,-2.7903,0.0803,-0.5385,0.0753,-1.7067,0.1727],[-3.9611,-1.8946,17.0551,19.5482,-3.5494,-1.6116,0.3063,-0.0625,0.2897,-1.3438,-0.0486],[-1.767,-1.7498,20.7055,15.3491,-1.5452,-1.7251,-3.0192,-0.3449,0.2062,-1.5108,0.0459],[-3.7012,-2.0303,13.7811,20.5719,-1.7734,-0.3585,1.136,-0.5694,0.0391,-1.3577,0.3918],[-4.1534,-1.2662,13.5455,22.7686,-2.4795,-0.6413,0.0113,-1.2988,0.1853,-1.7026,0.0133],[-2.6212,-2.2163,17.1114,21.8845,-2.0594,-1.4403,-1.7509,-0.5351,0.095,-1.6131,-0.5955],[-3.3831,-1.9867,14.066,21.5381,-0.6622,-1.1088,-0.572,-1.0321,0.0656,-1.7001,-0.5535],[-3.0006,-1.2749,13.1735,22.9922,-0.9436,-1.3016,-0.0954,-1.3551,0.1077,-1.6193,-0.2691],[-3.6402,-1.8466,11.8649,21.9358,-0.8352,-1.9702,0.455,-0.3408,0.0898,-1.4617,0.0203],[-3.9244,-1.2699,11.8172,18.9651,-1.4552,-0.8622,0.3339,-0.3253,0.1269,-1.2899,-0.4786],[-2.5713,0.3274,10.853,16.4481,-1.4472,-0.9039,0.5666,-0.3364,0.0227,-0.6695,-0.5161],[-3.665,0.2946,8.2097,19.9311,-1.1241,-2.6749,1.4158,-0.881,0.1916,-1.1336,-0.0777],[-2.3605,-1.3245,10.2681,20.6362,-1.3463,0.3403,1.252,-0.2131,0.205,-1.2352,-0.3278],[-2.985,0.1632,9.3289,16.2315,-0.9801,-0.6429,-0.0245,-0.5061,-0.102,-1.0329,-0.2431],[-0.9856,-0.8273,10.7767,18.5893,-3.0434,-0.9321,2.2002,-0.2958,-0.1135,-0.7622,-0.3007],[-1.832,-1.4209,10.18,20.4857,-2.3846,-1.5781,-1.3164,-0.663,-0.2319,-1.0557,0.1133],[-2.6503,-0.2906,10.793,20.2353,-1.7725,-3.1415,-0.7349,-0.6994,-0.0343,-1.3058,-0.107],[-4.0839,-1.522,10.9532,21.9803,-0.8349,-2.4631,-0.5232,-0.8309,-0.1611,-1.6031,-0.058],[-2.782,-0.8735,13.5042,20.2315,-2.6412,-1.8565,0.617,-0.1528,-0.0996,-1.2872,-0.0421],[-0.8898,-0.8888,16.6784,17.4764,-1.4732,-2.0451,-1.6605,-0.6071,-0.0631,-1.4714,-0.0669],[-4.299,-1.2663,11.282,22.9131,-1.4738,-2.2091,0.9408,-0.5316,-0.0314,-1.567,-0.0464],[-4.3987,-1.2346,12.3456,18.5831,-2.1202,-1.0512,0.6097,-0.4429,0.2406,-1.1626,-0.6628],[-2.9645,-0.1799,11.0228,15.9015,-1.5992,-0.5693,1.2575,-0.4576,0.174,-0.6512,-0.6764],[-3.6507,0.1462,7.7945,19.2885,-0.694,-2.2966,0.2096,-0.664,0.279,-0.9673,-0.0188],[-3.4496,-1.9706,9.9452,20.4486,-2.1978,-1.0597,2.2814,-0.3636,0.2298,-1.2196,-0.2058],[-4.7246,0.4453,10.946,17.2706,-0.5373,-0.9124,-0.6796,-0.4275,0.0272,-0.9052,-0.1127],[-4.0428,-0.1617,9.8435,16.042,-1.5294,-0.7393,-0.4309,-0.6692,0.1633,-0.9438,-0.3826],[-4.6228,-0.3314,5.6931,12.9647,-0.2685,-1.6482,1.9299,-1.3146,0.2943,-0.9501,-0.177],[-4.0493,-2.6447,9.2768,16.8657,-1.2511,-0.8937,2.3659,-0.0918,0.3777,-0.77,-0.1329],[-4.0099,0.4142,8.8973,12.4681,-1.8981,-1.3021,-0.564,-0.7491,0.0651,-1.144,0.0184],[-2.9914,-0.317,9.8432,13.3722,-1.6779,-0.5436,-1.4768,-1.0645,-0.0868,-1.4816,0.1407]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_16719>\n<parameter=p_1_69>\nbirch_510\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"final-611406-0070","set":"final","cohort":"no_tool","family":"encoding_direction","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: cedar_106, reference 012. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to encode stored bytes as base64. Do not access or change stored data.\nStored blob identifier: \"birch_598\".","tools":[{"function":{"description":"Decode stored base64 as bytes. Inert synthetic operation.","name":"fx_26443","parameters":{"additionalProperties":false,"properties":{"p_1_85":{"description":"Stored blob identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_85"],"type":"object"}},"type":"function"},{"function":{"description":"Encode stored bytes as base64. Inert synthetic operation.","name":"fx_37559","parameters":{"additionalProperties":false,"properties":{"p_1_85":{"description":"Stored blob identifier","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_85"],"type":"object"}},"type":"function"}],"prompt_tokens":596,"decision":{"rms":0.36053761203924545,"sumsq":133.10604256764054,"hb":[-0.04994,-0.06561,-1.50468,0.38589,-1.0161,0.43448,-0.54839],"lse":21.473627759074244,"logits":[15.149,13.733,12.102,12.791,13.588,12.548,7.762,9.479,11.058,10.392,9.019,16.328,13.055,12.744,13.978,9.926,12.221,13.533,8.467,10.691,19.666,9.323,9.927,12.951,11.103,10.558,8.283,8.192,11.482,8.507,8.479,13.667,16.417,7.677,10.991,12.701,8.547,11.183,6.915,7.98,11.898,7.043,6.614,10.473,11.034,9.253,4.107,10.076,6.431,15.933,1.834,7.056,6.289,7.633,7.309,6.457,8.747,9.928,11.795,5.878,6.021,15.911,1.292,6.15,7.476,10.549,4.421,11.493,0.089,18.244,8.799,7.713,8.495,-2.038,15.773,3.269,8.604,7.598,13.32,12.337,9.621,8.311,11.007,11.179,12.033,7.883,6.276,1.991,11.903,11.386,-0.323,10.847,20.148,9.511,6.168,8.303,13.757,-3.668,1.996,3.654,8.096,9.776,1.046,8.63,0.615,14.374,11.294,4.052,6.122,15.41,4.167,9.27,7.457,5.687,9.561,12.252,17.011,7.771,9.776,9.22,14.864,13.109,15.089,14.726,17.188,11.065,3.711,10.408,8.802,9.555,4.812,9.297,5.328,7.765,8.971,9.807,5.328,14.502,4.55,9.149,8.068,16.105,14.395,5.239,0.672,5.813,13.882,0.702,16.777,4.406,-3.788,9.911,5.601,6.305,5.487,9.102,8.372,6.276,9.52,9.125,12.595,4.132,10.705,-3.467,8.876,5.002,10.69,9.05,-6.503,11.501,12.041,13.578,14.595,11.245,6.521,6.762,10.082,6.761,12.584,7.059,15.892,5.194,7.562,3.599,8.677,14.48,7.292,10.383,-1.445,11.26,10.856,2.438,15.474,12.289,8.852,6.353,10.401,14.996,8.494,3.267,8.392,11.159,9.957,0.569,12.433,10.319,12.079,7.035,1.654,13.68,6.301,14.973,14.96,2.816,8.137,5.875,-6.745,0.304,2.791,2.565,9.196,7.879,10.415,2.222,-0.503,9.376,6.232,4.635,0.823,8.75,10.018,-0.784,3.441,10.788,12.185,10.659,6.751,10.204,9.453,10.895,6.325,1.226,7.769,2.842,6.734,11.792,-1.392,-1.962,8.643,8.595,0.79,10.561,10.833,11.024,6.455,-1.184,11.403,11.638,8.867,13.234,10.242,11.386,4.479,4.399,3.097,9.213,8.547,9.919,4.536,15.445,-1.687,1.874,-0.871,1.86,1.283,9.529,8.392,6.56,9.22,1.675,10.051,11.337,0.363,6.739,5.896,7.756,-1.73,8.301,11.648,12.614,9.813,7.393,14.328,6.826,7.415,8.237,8.595,12.583,14.235,8.987,13.048,5.76,5.16,11.591,9.957,5.62,6.17,12.535,-0.547,10.794,11.293,4.623,14.472,4.918,-2.897,-2.799,9.644,8.131,-3.953,2.422,3.928,9.303,10.171,10.176,7.13,12.866,-1.897,-3.28,10.284,10.833,16.725,8.118,3.585,12.492,13.51,2.815,10.606,1.671,3.19,6.878,1.4,8.715,13.433,11.784,7.451,3.259,8.437,3.309,4.003,1.944,11.177,4.533,-3.712,0.07,7.332,13.042,8.299,13.534,10.27,8.059,2.455,16.293,0.154,-1.818,13.7,9.628,10.612,4.879,4.345,4.139,10.172,7.638,-0.993,8.727,11.694,3.371,5.52,11.872,11.724,15.83,4.505,-2.059,14.65,1.052,7.677,6.614,3.641,2.198,8.977,12.381,6.506,12.338,5.314,13.858,2.752,10.706,7.911,3.92,0.909,3.316,3.895,-3.689,6.255,4.866,10.288,4.636,9.089,10.896,-2.014,-0.708,11.638,8.876,2.743,4.67,11.519,9.696,-3.627,10.601,9.556,9.128,5.854,10.536,2.212,4.268,8.365,8.908,2.866,0.481,13.159,-2.536,11.802,6.705,2.192,5.81,1.816,4.297,7.807,9.472,12.714,13.138,9.717,10.682,7.913,6.885,3.857,5.561,11.287,1.854,10.96,0.2,8.368,-0.939,11.385,-1.97,0.759,2.442,10.587,6.697,7.665,1.86,2.434,13.586,9.982,8.559,8.78,1.585,0.542,1.229,7.421,8.314,7.918,13.73,8.315,0.9,3.427,0.286,0.257,7.778,8.165,1.152,10.493,6.727,10.841,0.539,7.148,11.752,-2.921,8.661,18.314,13.323,5.741,4.177,10.379,6.855,6.688,6.643,12.116,-0.683,8.361,3.407,8.804,3.805,5.005,7.11,2.272,4.062,1.953,7.778,10.701,12.956,15.948,10.498,1.759,5.015,12.039,1.025,8.671,13.931,9.608,5.843,9.713,1.624,0.586,2.421,6.795,6.232,2.815,-2.935,0.834,6.434,4.97,7.913,2.414,1.84,5.184,6.831,8.527,3.168,5.744,5.677,8.482,0.705,-1.547,10.921,0.525,8.473,13.203,9.967,5.642,6.575,3.812,7.952,3.326,0.952,8.614,9.176,4.562,11.52,1.259,7.501,7.39,1.562,-1.606,2.874,8.864,11.281,6.951,2.02,10.083,3.52,-0.818,4.017,4.225,11.729,3.58,5.115,-3.444,7.827,6.36,0.743,0.926,7.127,8.921,-0.505,4.437,1.438,7.696,1.375,10.334,1.141,11.556,8.904,-0.151,16.804,6.983,0.069,3.769,-0.095,4.597,13.592,2.146,7.55,9.581,5.858,10.427,10.455,1.528,-3.383,-3.214,0.955,9.372,11.454,8.434,9.446,-1.117,5.376,1.952,7.646,8.586,8.505,9.51,3.988,5.36,2.876,6.466,12.887,6.957,9.059,-2.545,3.494,2.027,1.349,3.326,5.564,6.59,12.384,8.924,0.989,3.22,6.352,11.038,1.018,7.2,8.747,6.864,8.003,6.405,-2.542,6.478,4.889,-0.619,3.949,9.942,11.082,-0.721,1.999,1.872,12.451,-2.113,5.759,9.506,7.009,9.828,9.374,2.367,4.525,7.776,-0.36,9.271,13.69,-4.503,1.543,5.774,7.859,2.408,8.784,8.319,3.691,1.38,2.527,2.65,1.802,5.283,10.402,0.214,2.122,2.024,8.731,8.491,8.971,6.415,14.577,14.798,10.542,2.483,7.178,2.429,3.124,9.151,0.087,5.963,0.843,2.361,0.498,11.696,-2.062,8.334,4.574,2.991,5.614,10.582,0.465,10.266,11.639,0.823,3.27,5.179,5.411,3.728,3.534,4.512,1.888,5.628,0.704,2.667,8.648,-0.434,8.847,9.157,3.328,6.861,1.618,2.836,4.794,0.115,8.528,8.303,2.052,12.308,2.949,3.299,4.102,6.285,3.834,8.876,0.057,2.909,4.484,9.45,0.029,2.539,12.617,-1.186,1.209,5.799,0.345,-4.119,1.817,5.412,1.697,2.045,-1.311,4.351,10.196,5.32,4.929,1.579,2.341,0.687,1.954,-0.396,-5.511,17.333,11.346,3.01,-0.993,5.062,7.745,2.164,7.622,12.138,-3.053,5.715,5.871,5.877,2.583,9.653,-1.462,3.734,0.156,10.242,0.875,-1.372,4.569,1.561,0.668,-0.041,1.735,1.43,1.56,3.313,4.731,-1.138,4.858,3.604,2.441,0.011,-4.24,-0.784,0.703,1.426,-1.066,3.111,1.922,2.364,2.806,5.137,2.624,0.557,0.846,3.194,3.385,0.949,4.685,1.256,3.625,-4.091,2.557,3.093,0.545,0.823,-2.557,2.592,4.469,-0.055,-0.092,0.474,-0.79,0.433,8.33,8.819,2.747,1.973,2.736,5.539,3.851,-0.624,-2.215,2.927,1.167,0.104,-0.514,1.467,-1.283,2.235,-3.418,1.247,1.395,1.723,-1.655,-1.53,1.444,-0.028,-0.259,2.243,0.994,3.491,-1.319,-1.63,-1.053,-1.199,0.648,0.405,1.44,1.821,-1.668,-1.464,4.552,0.024,-2.934,-0.349,1.15,2.677,-0.03,1.422,0.676,1.713,0.393,-2.221,-3.004,5.058,3.114,1.437,2.31,2.143,3.348,-1.683,-0.076,-0.988,1.351,-1.233,3.473,-2.553,1.998,1.654,4.525,0.442,0.329,1.666,2.003,0.833,3.849,-1.404,2.98,-0.541,-1.494,2.939,1.484,0.545,0.025,-2.864,-0.986,5.533,2.915,-0.0,1.015,1.164,1.889,0.056,5.947,0.4,2.531,-1.905,-0.377,1.082,-1.346,5.445,0.589,0.913,2.675,-2.759,-1.513,0.57,3.834,1.725,1.436,0.506,2.279,1.291,1.04,1.497,-0.988,2.439,0.436,-0.13,1.511,-1.775,0.019,-2.586,-3.341,5.75,0.642,-1.037,2.346,0.779,-2.252,3.074,3.212,4.059,-1.554,1.818,3.628,1.596,-1.595,1.709,5.563,0.985,4.472,8.263,0.002,4.155,1.923,4.76,-0.121,2.623,-1.339,3.374,0.617,-0.094,-0.214,-2.534,-2.497,2.54,1.786,-0.442,2.284,2.388,5.203,0.893,2.85,2.175,1.749,3.354,-1.511,2.003,3.539,0.223,1.014,-0.186,0.321,-3.329,-0.134,1.617,-0.772,1.914,-1.663,3.135,2.224,-0.504,-0.63,3.665,4.225,2.253,1.179,1.929,4.77,-4.44,8.091,20.201,6.631,9.248,8.459,15.71,11.891],"base_top":[[248058,20.201],[1206,20.148],[40,19.666],[27775,18.314],[760,18.244],[90031,17.333],[2064,17.188],[1919,17.011],[45231,16.804],[2665,16.777]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,18,22,20,20,24,29,198,27,15704,16874,62,16,62,23,20,29,198,42404,329,62,20,24,23,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","3","7","5","5","9",">","\n","<","parameter","=p","_","1","_","8","5",">","\n","bir","ch","_","5","9","8","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.322,-1.962,0.9109,1.1377,-1.293,0.1995,1.1683,0.0355,0.1401,-1.092,-0.1225],[-4.0321,0.5459,7.4586,14.5802,-1.1152,-1.7727,1.7442,-0.8098,0.1531,-0.7218,-0.4206],[-5.1079,-1.4217,11.0322,18.0434,-1.0203,-1.1744,-0.0223,-0.0742,0.1736,-0.9318,-0.3382],[-2.7118,-1.8578,10.0921,16.7685,-1.3363,-1.3211,1.0768,-0.8191,0.1481,-0.7079,-0.1528],[-2.9274,-2.6295,10.2102,16.3773,-1.7372,-1.1494,-0.8019,-0.5883,0.2573,-1.1324,0.5957],[-1.8105,-3.6173,9.4128,15.1115,-0.756,-0.6192,0.4217,-0.6894,0.571,-1.2124,0.1425],[-4.4138,-1.9269,11.4893,21.0107,-1.9693,-0.3981,0.1856,-1.1625,0.3637,-1.5396,0.1262],[-3.6359,-2.3147,15.3398,20.5972,-1.105,-1.313,-0.7008,-0.565,0.2165,-1.5195,-0.4204],[-3.1437,-1.6993,14.9294,21.4917,-0.4548,-1.1905,-1.6234,-1.0431,0.0936,-1.1214,-0.6043],[-3.6521,-2.0922,13.6327,21.2263,-1.6199,-3.2209,-1.7479,-1.5361,0.0205,-1.4352,-0.686],[-2.7952,-2.2569,12.1368,19.1552,-1.7184,-3.0924,-0.8552,-1.9658,-0.1159,-1.4861,-0.3767],[-3.9552,-2.555,12.0087,20.7067,-0.184,-2.3761,0.7113,-1.4153,0.0084,-1.2309,-0.2054],[-5.0503,-0.8575,9.998,22.3178,-1.2179,-2.2373,1.1422,-0.6965,0.0654,-1.071,0.0421],[-6.2751,-0.334,9.682,21.2857,-1.3564,-2.3939,2.3708,0.0761,0.0097,-0.9264,-0.2946],[-5.0357,-0.5418,10.5271,18.0541,-1.1328,-1.0572,0.3502,-0.1213,-0.1846,-1.0903,-0.3046],[-1.167,-0.9461,10.1465,17.8919,-2.4204,-1.6692,3.0223,-0.3011,-0.0956,-0.937,-0.5592],[-2.0737,-1.5664,10.1389,20.2431,-2.2809,-1.3943,-0.9974,-0.6808,-0.0759,-1.106,0.1418],[-3.9318,-0.9829,11.0209,21.8733,-2.2928,-1.8035,0.3379,-0.9315,0.1687,-1.454,-0.2494],[-3.2326,-2.0734,14.4828,22.9286,-2.0239,-1.6689,-0.4844,-0.4541,0.0793,-1.5842,-0.7489],[-3.6802,-2.202,11.6246,22.0808,-1.369,-1.0356,0.3743,-1.178,0.1353,-2.028,-0.127],[-3.1258,-2.9761,14.8773,20.6736,-1.0554,-1.0652,-0.5551,-0.3119,0.1121,-1.648,-0.6359],[-3.6465,-1.4008,13.0652,22.3873,-1.0184,-3.7298,-0.6948,-1.0213,0.038,-1.3141,-0.3284],[-4.9476,-2.0844,13.4947,20.4711,-1.2101,-3.5013,-0.3967,-0.4311,-0.0048,-1.5222,0.1775],[-4.3238,-1.6097,16.4093,18.3618,-3.0481,-1.9852,-0.0687,-0.0924,0.203,-1.3846,-0.1007],[-2.0942,-1.7042,19.8093,13.7365,-0.8607,-1.9589,-3.0009,-0.4001,0.0669,-1.6424,-0.0176],[-3.9164,-1.6422,13.7182,20.4415,-1.6646,-0.4484,1.0327,-0.6902,-0.0399,-1.4013,0.3658],[-4.1977,-0.9592,13.4058,22.611,-2.5397,-0.781,0.0812,-1.3403,0.1089,-1.7972,-0.0457],[-2.6973,-1.9405,16.9458,21.7548,-2.7317,-1.547,-1.7872,-0.7533,-0.0622,-1.7196,-0.7007],[-3.3934,-2.5168,14.1985,20.3279,-0.9828,-2.4301,0.089,-1.2128,-0.2895,-1.4725,-0.3899],[-3.0503,-1.9693,13.2823,21.0114,0.0165,-0.9985,0.897,-1.1681,0.0006,-1.7333,-0.4275],[-3.7515,-1.818,12.3046,21.1695,-0.8462,-2.1189,0.2369,-0.5757,0.047,-1.7064,-0.1337],[-4.003,-1.083,12.284,18.7768,-1.2869,-1.0918,0.2913,-0.4222,0.1601,-1.3585,-0.6164],[-2.5367,0.2091,11.662,17.0662,-1.6803,-0.8511,0.5039,-0.4041,0.0568,-0.6195,-0.5715],[-3.7186,0.205,8.538,21.081,-0.8055,-2.2768,0.9827,-0.942,0.2345,-1.2164,-0.2064],[-2.815,-1.6171,10.3105,21.0332,-1.2103,-0.888,1.3519,-0.0622,0.112,-1.2743,-0.1913],[-3.6393,0.034,9.9354,17.0531,-0.7826,-0.8408,0.3623,-0.6073,-0.0921,-1.1804,-0.3987],[-0.9971,-0.6501,10.6847,18.8247,-3.1077,-0.8797,2.5242,-0.4268,-0.099,-0.83,-0.4295],[-2.1939,-1.4658,10.1301,21.3211,-2.2307,-1.6428,-1.3854,-0.5974,-0.1546,-1.1854,0.0681],[-2.6748,-0.019,10.7864,19.8988,-1.5472,-3.0768,-0.3961,-0.692,-0.046,-1.3054,-0.1526],[-4.5922,-1.6253,11.5186,22.232,-0.7888,-2.1688,0.1596,-0.7888,-0.1333,-1.5004,-0.033],[-3.3512,-1.339,13.7171,20.9622,-2.3606,-2.1078,0.9284,-0.3235,-0.1263,-1.3573,-0.1231],[-1.7104,-1.3648,16.9741,17.8186,-1.073,-2.311,-1.3837,-0.7112,-0.1214,-1.5188,-0.1357],[-4.8614,-1.3779,11.4896,22.8574,-1.4875,-2.3279,1.0226,-0.5526,-0.0344,-1.624,-0.1585],[-4.6747,-1.1192,12.2807,18.8123,-1.9842,-0.7954,0.7992,-0.4833,0.1916,-1.2114,-0.6569],[-3.0374,-0.4583,11.6272,17.0077,-1.7796,-0.6456,1.1577,-0.528,0.1637,-0.6012,-0.7345],[-4.0994,-0.2079,8.3339,19.9156,-0.3471,-2.1534,0.4752,-0.7278,0.3463,-1.0479,-0.0533],[-4.0982,-2.3006,10.4752,18.5408,-1.5423,-1.9182,1.5981,-0.0723,0.0878,-1.3232,-0.342],[-5.0283,0.2874,11.3188,17.5359,-0.2425,-1.087,-0.2331,-0.5232,0.051,-0.9376,-0.1998],[-4.066,-0.2748,10.0669,17.0118,-0.9566,-1.3403,-0.6075,-0.7039,0.1834,-0.8743,-0.4571],[-4.9098,-0.1905,5.8261,13.0082,-0.1526,-1.8134,2.2078,-1.4106,0.3031,-0.9342,-0.1763],[-4.5392,-2.9587,10.5184,17.5824,-0.5369,-1.7198,3.084,0.026,0.3113,-0.9371,-0.3354],[-4.2529,0.2093,8.7366,12.4513,-1.7056,-1.456,-0.2836,-0.6907,0.0256,-1.1729,0.0525],[-3.0423,-0.4722,10.0345,13.696,-1.6145,-0.4431,-1.6104,-1.0032,-0.0901,-1.5066,0.1028]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_37559>\n<parameter=p_1_85>\nbirch_598\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":53,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"final-611406-0242","set":"final","cohort":"no_tool","family":"matrix_axis","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to extract a matrix row. Do not access or change stored data.\nStored matrix identifier: \"maple_245\". Zero based index: 80.\nUnrelated archived note: cedar_187, reference 064. These are not inputs to this request.","tools":[{"function":{"description":"Extract a matrix row. Inert synthetic operation.","name":"row_slice","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"index":{"description":"Zero based index","type":"integer"},"matrix":{"description":"Stored matrix identifier","type":"string"}},"required":["matrix","index"],"type":"object"}},"type":"function"},{"function":{"description":"Extract a matrix column. Inert synthetic operation.","name":"column_slice","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"index":{"description":"Zero based index","type":"integer"},"matrix":{"description":"Stored matrix identifier","type":"string"}},"required":["matrix","index"],"type":"object"}},"type":"function"}],"prompt_tokens":603,"decision":{"rms":0.3981128311657799,"sumsq":162.29665417096476,"hb":[-0.05848,-0.09556,-1.45979,0.12083,-1.06299,0.26447,-0.61145],"lse":22.14409997971516,"logits":[16.256,13.936,14.007,13.744,12.364,13.38,9.489,10.385,10.615,12.564,10.255,15.166,16.545,9.602,14.537,11.739,11.113,11.104,9.794,11.577,19.213,10.191,13.049,14.241,12.327,12.144,11.974,9.846,11.696,9.432,9.114,14.394,15.895,11.827,11.647,10.38,9.524,12.596,8.505,9.224,13.087,8.099,10.08,11.194,9.177,7.637,5.769,10.728,6.985,15.975,3.865,6.266,7.919,7.609,9.666,7.823,9.274,11.409,12.248,5.596,7.172,17.072,1.814,5.381,7.749,11.556,7.051,12.792,0.82,18.424,10.296,9.215,10.542,-0.491,18.077,1.599,10.777,6.776,11.932,14.698,10.583,9.486,11.613,11.284,13.48,8.71,6.676,4.991,11.785,12.755,-0.561,9.301,20.876,9.209,8.541,9.822,14.838,-5.593,-0.009,3.906,9.21,10.007,0.582,10.325,1.771,15.644,14.314,3.285,6.853,13.401,7.971,10.653,9.56,6.381,10.433,13.76,17.857,8.247,9.919,11.536,16.525,13.485,15.958,15.565,18.071,12.555,3.436,11.293,8.325,8.975,4.582,10.774,6.219,9.11,9.158,7.742,6.093,16.067,3.364,10.733,9.137,17.704,15.188,6.046,1.572,10.726,15.319,0.994,17.669,2.696,-3.645,10.866,5.712,13.892,6.897,10.297,8.639,7.79,9.636,11.736,10.019,4.518,12.217,-1.324,10.615,5.451,10.241,7.183,-6.132,10.325,14.427,15.828,16.268,9.817,7.17,6.955,9.766,9.541,13.794,7.729,10.221,6.959,5.538,2.312,9.673,16.154,7.692,12.418,-0.729,12.637,11.694,5.355,16.575,10.169,6.823,7.434,10.051,15.479,9.295,3.615,9.404,13.207,8.476,0.451,13.279,12.044,13.075,7.908,4.396,12.727,5.891,15.792,15.583,1.95,9.659,6.266,-4.633,2.146,1.864,4.981,11.332,8.434,11.345,2.471,0.693,7.51,6.689,5.17,2.217,8.298,11.16,-1.535,2.318,10.484,10.123,11.3,6.995,14.568,8.783,11.547,8.112,2.526,6.925,4.054,6.739,11.639,-1.364,-0.833,12.816,9.797,0.525,10.959,11.752,12.205,8.774,-0.871,11.357,11.76,9.419,13.251,10.24,11.225,4.821,-0.51,5.039,10.528,4.567,11.245,6.502,15.669,1.412,2.213,-0.083,3.26,1.945,11.132,11.845,6.984,10.246,1.808,12.376,12.514,0.945,8.343,9.691,9.844,-2.451,9.656,12.829,12.558,9.698,7.496,12.789,8.819,10.558,9.729,9.959,13.598,13.712,10.312,12.759,8.04,5.68,11.896,7.23,7.062,9.855,13.186,0.561,10.973,10.696,7.403,16.726,5.095,-1.125,0.486,10.917,6.998,-2.586,0.844,4.86,10.526,9.839,9.093,8.92,12.411,-3.127,-1.245,9.809,10.552,18.053,10.289,5.952,12.737,12.909,5.429,10.728,1.485,5.593,8.309,0.399,10.66,13.189,12.43,7.984,5.799,8.819,4.291,6.609,2.059,13.045,4.284,-1.376,2.701,8.356,13.904,9.268,13.205,10.791,9.171,2.088,9.731,0.066,0.13,14.335,10.655,10.907,4.534,2.311,2.588,11.944,8.539,0.945,7.906,12.274,4.414,6.636,13.155,10.526,17.011,2.349,-1.906,15.373,1.954,10.853,4.955,1.63,2.03,9.319,12.573,6.342,13.805,8.33,14.828,1.18,14.561,8.781,5.971,1.536,5.022,5.826,-2.767,6.687,5.713,10.979,3.059,8.383,11.509,-2.758,2.958,11.752,9.737,4.071,6.859,12.577,10.305,-3.25,10.496,10.343,10.979,7.108,10.062,2.066,8.402,5.228,9.731,3.94,0.388,14.882,-2.921,12.467,9.191,2.622,7.453,3.454,5.669,8.206,16.33,12.825,14.405,11.092,8.322,8.337,6.194,2.909,7.201,11.656,1.608,12.946,0.615,9.998,1.079,13.174,0.17,2.802,2.861,10.454,8.112,10.631,1.411,0.28,14.376,9.63,6.077,10.433,3.727,0.96,2.369,9.756,7.47,8.817,14.825,9.511,-1.907,2.107,-0.79,1.814,9.575,8.637,1.333,11.89,9.067,12.335,2.102,10.058,13.07,0.888,9.395,17.645,19.84,4.45,7.407,8.85,7.761,7.201,9.72,12.785,0.514,10.8,4.525,10.208,5.693,6.559,9.106,2.533,5.435,0.714,7.714,11.717,13.926,7.248,12.096,2.233,6.806,12.263,4.538,8.659,15.505,7.82,6.888,10.417,1.335,2.665,0.36,7.362,8.736,2.314,-2.502,4.15,6.999,7.623,7.67,5.038,2.909,5.665,7.505,8.044,2.003,7.929,7.394,9.398,2.991,-1.344,9.893,-0.535,8.45,13.792,11.423,6.54,6.255,0.302,8.061,2.246,0.64,9.104,12.785,4.442,11.465,1.965,9.202,10.456,2.937,0.056,3.549,11.088,13.907,8.802,4.414,11.502,4.64,0.008,5.713,6.439,11.604,3.937,6.411,-1.333,9.272,7.274,1.549,0.577,6.484,9.487,-0.28,4.329,1.109,8.977,1.292,7.899,1.16,12.718,10.007,0.78,7.181,8.002,0.96,3.9,0.127,7.251,13.45,3.983,10.354,8.648,5.215,13.048,11.48,2.027,-3.034,-0.591,0.241,10.925,11.951,7.532,9.855,-1.238,5.081,4.196,8.069,8.401,9.452,11.77,6.853,7.882,2.734,7.525,13.035,9.44,10.266,-1.271,3.715,2.345,1.16,3.091,5.776,9.867,12.26,9.132,0.704,0.265,8.097,12.446,0.761,6.475,9.825,6.073,9.365,6.904,-2.777,7.273,5.659,2.168,5.275,11.04,12.812,1.291,2.917,3.784,12.187,-0.895,6.332,10.91,6.352,7.529,13.844,2.263,5.07,8.138,0.462,8.096,14.932,-3.414,3.064,4.942,8.722,1.762,7.878,9.835,1.719,0.91,2.56,3.55,2.358,6.57,10.514,3.297,1.105,1.9,9.716,6.388,10.062,6.722,15.064,14.858,10.485,3.493,8.355,0.73,2.705,8.698,0.371,9.033,3.857,3.261,-1.154,13.891,0.109,8.904,3.618,2.365,5.666,11.51,2.301,11.335,13.977,2.146,1.761,6.656,4.564,1.924,6.064,3.37,1.064,6.565,2.036,3.077,10.095,-0.731,9.968,7.125,4.87,6.809,1.258,3.515,7.622,0.134,10.0,10.357,0.282,12.525,3.424,3.532,7.231,8.082,1.609,10.322,0.148,2.452,3.16,8.905,2.456,1.503,13.413,0.742,0.395,5.869,0.727,-3.419,-0.834,7.955,2.723,4.085,0.105,2.367,10.788,7.26,0.009,-1.166,2.127,-0.016,0.626,1.411,-2.231,10.936,10.761,2.285,-0.88,5.879,8.773,0.871,8.669,13.197,-2.512,4.264,7.515,5.495,6.061,10.213,-0.938,4.894,1.372,10.208,0.41,-1.226,4.313,3.201,0.72,-1.488,1.33,1.992,3.1,3.956,4.483,-1.418,5.434,3.479,2.017,-0.812,-2.406,1.335,-2.475,2.369,0.487,2.619,3.393,4.422,3.179,5.452,2.261,-0.045,-0.57,2.153,2.321,2.548,4.66,1.389,3.443,-2.414,1.967,2.452,-0.254,0.336,-2.645,1.38,6.078,0.598,1.485,1.219,-1.712,1.971,8.154,7.981,2.145,0.405,3.103,4.171,4.799,0.672,-1.591,2.624,3.76,-0.344,1.713,1.934,-2.579,0.516,-2.54,2.437,0.558,2.075,-0.633,-1.3,1.724,1.275,-1.517,1.797,2.461,2.889,-1.835,-0.511,-0.393,0.242,0.603,2.614,2.511,2.173,0.553,0.329,2.469,2.757,-1.943,0.992,-0.852,0.356,-0.309,1.713,1.84,3.211,1.188,0.721,-2.752,5.232,3.009,0.417,2.121,2.218,4.246,-0.859,0.061,0.106,-0.579,-0.942,3.199,-2.274,3.268,-0.751,4.772,0.36,2.321,4.662,2.815,0.485,4.464,-1.132,1.86,0.84,-0.885,2.228,2.212,1.079,0.852,-2.159,-3.05,1.479,2.277,-1.05,3.439,1.267,3.118,-0.535,5.755,0.838,4.053,0.165,1.2,1.057,-1.069,5.964,1.987,2.779,2.481,-1.177,-2.021,-0.534,4.624,2.954,0.829,1.474,0.86,-0.536,1.726,3.907,1.018,2.826,-0.006,1.334,1.643,-1.362,-0.877,-1.573,-3.404,4.283,-1.258,0.652,2.166,0.891,-0.278,2.444,2.063,2.563,-0.875,2.365,3.193,1.478,0.272,-1.702,2.656,-0.86,2.017,5.76,-0.206,3.859,2.103,4.817,2.394,3.602,0.852,2.764,-1.235,0.695,0.789,-1.843,-0.868,4.714,2.158,-0.351,2.852,1.461,6.986,1.248,3.247,2.661,1.694,2.255,-0.449,2.039,3.869,0.169,0.789,-2.218,0.06,-0.753,0.741,1.657,-0.159,2.902,-0.831,3.98,0.181,-0.37,-1.0,4.675,3.976,2.255,1.221,4.09,2.525,-2.19,9.415,20.98,7.935,8.846,10.167,17.533,12.793],"base_top":[[248058,20.98],[1206,20.876],[28014,19.84],[40,19.213],[760,18.424],[814,18.077],[2064,18.071],[12189,18.053],[1919,17.857],[2523,17.704]]},"positions":{"tokens":[248058,198,27,1628,63319,25640,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,27,15704,60528,29,198,23,15,198,510,15704,29,198,27,15704,28,17571,29,198,2117,273,62,17,19,20,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=row","_slice",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=index",">","\n","8","0","\n","</","parameter",">","\n","<","parameter","=","matrix",">","\n","map","le","_","2","4","5","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.2869,-1.5211,2.5803,2.497,-1.3051,1.364,1.6264,0.1785,-0.138,-1.0644,0.0017],[-4.0793,0.3133,7.8073,15.3421,-1.0612,-1.5632,1.6607,-0.6976,0.0921,-0.7098,-0.2396],[-4.5387,-0.6555,10.6077,17.7564,-1.6981,0.1959,0.5628,-0.2081,0.0042,-1.0376,-0.2595],[-2.1311,-0.5601,10.0747,16.8796,-2.3784,0.3249,1.6091,-0.7949,-0.0357,-0.7118,0.0227],[-2.596,-1.1765,9.2992,17.7278,-2.563,-0.3737,-0.1404,-0.1973,-0.0251,-1.1765,0.544],[-3.9996,-2.1745,8.855,18.9795,-1.1444,-1.0122,0.7829,-0.9294,-0.0995,-1.5059,0.4623],[-4.9452,-1.1532,9.8771,21.1127,-0.7618,-1.822,0.2351,-0.8166,-0.0722,-1.1552,0.3728],[-5.4277,-0.1639,10.5191,21.1664,-2.2332,-1.5077,2.1355,-0.2646,-0.0954,-1.0236,-0.0437],[-5.0236,-0.3128,12.1031,17.1784,-1.5267,-1.2921,0.5463,-0.3973,-0.2706,-1.1219,-0.1235],[-0.5752,-1.3352,9.5908,13.7047,-2.3719,-0.9951,2.7569,-0.61,-0.2952,-0.9032,0.0953],[-1.915,-0.8372,10.6217,16.973,-3.1051,-1.0895,-0.9187,-0.4773,-0.3015,-1.2569,0.5514],[-1.3264,-0.9665,12.3341,15.0242,-2.1298,-1.2814,0.1031,-0.8467,-0.2146,-1.4781,-0.0473],[-3.7238,-2.2213,11.197,22.4593,-1.2903,-2.2748,0.8202,-0.77,-0.1147,-1.5068,0.1286],[-2.9526,-1.5282,13.0094,19.958,-2.3131,-1.3373,2.081,-0.1176,-0.1804,-1.3228,-0.1473],[-1.7121,-1.9603,16.1201,16.5835,-0.5948,-1.2817,-0.3938,-0.4192,-0.231,-1.4125,-0.2391],[-4.5688,-1.4435,10.7287,22.6542,-1.1766,-1.766,2.203,-0.5602,-0.0268,-1.6878,-0.1648],[-4.4712,-1.1897,12.6168,19.5487,-2.2226,-1.1421,1.2065,-0.6422,0.0283,-1.4399,-0.427],[-2.3203,0.0493,10.9042,15.4722,-1.7035,-0.2321,1.0667,-0.597,-0.0002,-0.758,-0.5873],[-4.6089,0.0931,9.8349,20.7913,-1.2171,-2.2391,1.294,-0.9145,0.1647,-1.3301,0.0172],[-3.0709,-0.6031,12.5557,21.9349,-2.1278,-0.3586,2.9487,-0.0722,0.1944,-1.4054,-0.0896],[-4.6225,0.0642,11.0602,17.5482,-1.751,-0.5732,0.8637,-0.3076,-0.1718,-1.1395,-0.057],[-1.2139,-0.7455,10.6786,15.9448,-2.4243,-1.1845,2.3107,-0.3605,-0.113,-1.011,0.043],[-1.654,-0.7201,11.0858,16.9126,-3.018,-0.807,-0.3732,-0.2768,-0.1982,-1.4772,0.4956],[-4.0886,-1.635,10.3477,21.4243,-2.4505,-1.5341,1.3589,-0.9038,-0.0386,-1.153,0.0663],[-3.6033,-0.9916,13.1979,20.8839,-3.0983,-0.319,2.7545,-0.4073,0.1675,-1.2156,-0.0768],[-2.0858,-0.9973,16.9284,17.86,-1.6129,-0.0039,-0.7096,-0.4056,0.0411,-1.4737,-0.0188],[-3.4969,-0.2708,12.4962,22.11,-1.2987,-1.5636,-1.2008,-0.9645,0.1124,-1.2284,-0.2634],[-4.2744,-1.1149,12.3559,21.4179,-2.5724,-1.5628,1.235,-0.5268,0.1688,-1.4445,0.0133],[-4.9711,-1.2037,13.7793,19.5823,-2.8151,-0.5822,0.734,-0.3961,0.182,-1.3297,-0.2119],[-3.0262,0.3988,11.4728,16.9427,-1.9849,-0.9505,1.9152,-0.3483,0.0319,-0.6219,-0.3858],[-4.4449,-0.139,10.3844,20.4475,-1.7923,-2.4508,1.5708,-0.7123,0.0585,-1.3398,0.0335],[-3.4516,-0.6265,11.9736,20.6365,-2.7428,-0.2816,3.1988,-0.2037,0.0758,-1.5882,0.0929],[-4.5401,0.0671,11.2343,17.3416,-1.6433,-0.8163,0.9109,-0.5105,-0.2226,-1.2716,-0.0944],[-0.1582,-0.31,9.337,13.4541,-2.793,-1.054,2.8548,-0.3428,-0.2043,-0.8291,-0.0124],[-1.2757,-0.6035,11.541,16.3455,-3.5469,-0.8244,-0.3517,-0.1517,-0.1466,-1.3419,0.5293],[-0.859,-0.5527,13.0889,16.6334,-2.6067,-0.7455,0.6424,-0.8266,-0.2356,-1.5897,-0.096],[-3.6996,-2.3221,11.1136,21.709,-1.571,-2.3566,1.1476,-0.5077,0.0484,-1.6206,0.3596],[-3.8656,-1.0543,15.4455,17.6151,-2.5612,-1.4881,2.3475,-0.2573,0.2843,-1.4915,0.2518],[-2.1384,-0.6229,19.5541,12.8001,-0.797,-1.9083,-0.1955,-0.5304,0.1737,-1.589,0.2901],[-3.4772,-1.3155,13.9315,20.1447,0.4585,-0.7704,-0.4011,-1.3482,0.2629,-1.5629,0.2531],[-4.8356,-1.1774,13.0774,22.4357,-1.8072,-0.0405,1.0279,-1.2039,0.2349,-1.5719,0.1279],[-3.5352,-2.4172,16.4684,21.4184,-1.3815,-1.1918,-0.2093,-0.4979,0.1392,-1.5977,-0.4514],[-3.4253,-2.7169,14.6307,21.3388,0.1751,-2.3302,-1.273,-1.3382,0.0986,-2.0023,-0.2962],[-3.6432,-1.6221,13.5013,21.5034,-0.6939,-3.3823,-0.6972,-1.2119,0.2515,-1.7806,-0.3283],[-4.1443,-1.0428,11.5078,21.452,-0.4714,-1.2135,1.14,-0.4181,0.1427,-1.6651,-0.0929],[-4.4087,-0.8761,11.763,18.8447,-0.8478,-0.9203,0.7568,-0.5207,0.1722,-1.3711,-0.5188],[-2.8102,0.1434,11.5589,17.6463,-1.6412,-0.7515,0.9174,-0.4398,0.0428,-0.7031,-0.5835],[-3.9951,0.064,8.9592,20.0323,-0.519,-1.8578,0.5427,-0.7161,0.2937,-1.2389,-0.1059],[-4.3028,-0.8315,10.1655,20.4622,-0.6092,-0.9659,2.5609,-0.0487,0.1059,-1.3911,-0.3216],[-4.635,0.6516,11.5303,17.5518,-0.6164,-0.4445,-0.1163,-0.482,-0.0787,-1.0954,-0.178],[-3.8732,-0.2868,9.765,16.1921,-1.5709,-0.6736,-0.5882,-0.7993,0.0271,-1.0367,-0.343],[-4.3225,-0.7447,6.3464,13.4158,-0.8103,-1.4588,1.8998,-1.3548,0.2521,-1.0239,-0.0733],[-3.6114,-2.9228,10.0424,17.2589,-0.532,-0.7682,3.4853,0.2399,0.2185,-1.1006,-0.1693],[-3.512,0.4269,8.3099,12.2569,-1.2277,-1.0853,-0.6219,-0.9746,-0.09,-1.1079,0.2759],[-2.3695,0.4336,8.9662,12.687,-1.7742,-0.1083,-1.5774,-1.079,-0.0753,-1.5049,0.1054]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=row_slice>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=index>\n80\n</parameter>\n<parameter=matrix>\nmaple_245\n</parameter>\n</function>\n</tool_call>","n_tokens":55,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"final-611406-0221","set":"final","cohort":"valid_call","family":"coordinate_transform","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_77083 {\"p_1_27\": \"cedar_174\", \"p_2_68\": 57}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_544, reference 075. These are not inputs to this request.\nThe operation I need is: rotate a point counterclockwise by degrees.\nAngle in degrees: 57. Stored point identifier: \"cedar_174\".","tools":[{"function":{"description":"Rotate a point clockwise by degrees. Inert synthetic operation.","name":"fx_20254","parameters":{"additionalProperties":false,"properties":{"p_1_27":{"description":"Stored point identifier","type":"string"},"p_2_68":{"description":"Angle in degrees","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_27","p_2_68"],"type":"object"}},"type":"function"},{"function":{"description":"Rotate a point counterclockwise by degrees. Inert synthetic operation.","name":"fx_77083","parameters":{"additionalProperties":false,"properties":{"p_1_27":{"description":"Stored point identifier","type":"string"},"p_2_68":{"description":"Angle in degrees","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_27","p_2_68"],"type":"object"}},"type":"function"}],"prompt_tokens":650,"decision":{"rms":0.3913823622772192,"sumsq":156.85545318573713,"hb":[0.0081,-0.00111,-2.18268,0.33763,-1.62853,0.16004,-0.62598],"lse":23.94083660768028,"logits":[12.411,12.453,11.337,12.3,11.909,11.562,10.0,9.434,11.094,12.032,11.221,17.387,11.388,9.142,13.878,9.301,8.287,11.682,10.045,8.506,19.232,8.833,9.374,11.845,11.914,11.781,11.108,9.327,12.287,8.046,8.875,13.587,12.649,8.005,12.892,12.243,8.802,10.805,8.487,8.524,10.776,8.142,7.643,11.315,4.03,6.903,0.939,10.669,4.804,13.598,4.945,8.653,8.765,6.53,8.354,5.122,8.534,13.607,9.67,6.585,6.224,13.37,4.571,8.202,9.897,10.699,3.323,9.824,2.293,17.006,7.982,6.58,8.017,-0.789,8.383,4.627,7.462,5.368,6.144,8.891,9.011,9.423,7.129,7.355,10.722,5.292,7.864,3.296,9.477,11.273,1.999,3.615,16.336,11.726,4.985,6.182,11.641,-2.11,3.75,2.801,7.12,6.461,-0.584,6.342,-1.033,13.13,9.381,4.588,7.165,9.395,5.017,8.874,4.736,6.212,5.187,10.585,14.395,6.086,6.81,7.889,11.688,10.073,11.765,12.744,12.052,9.791,3.456,11.7,7.843,7.822,0.999,7.571,4.561,6.43,12.658,7.559,4.093,12.783,6.143,11.475,7.351,13.525,10.905,5.681,-0.559,5.852,10.979,0.676,14.32,3.646,-1.449,9.464,6.967,6.875,4.916,9.072,7.262,7.446,8.25,9.002,6.756,4.368,9.036,-2.67,6.916,2.391,10.327,7.769,-6.521,9.405,11.264,10.539,11.605,8.228,8.691,6.142,7.037,6.096,10.962,7.026,6.02,2.77,9.477,4.556,7.295,15.067,4.718,9.965,-1.639,10.207,9.155,2.952,9.879,14.42,4.047,3.92,8.678,9.396,8.142,3.141,6.32,11.789,6.213,3.426,11.529,6.519,9.621,6.029,4.762,11.554,3.871,9.554,13.931,3.719,5.777,4.344,-3.83,0.021,4.586,4.381,6.248,6.635,6.832,4.682,-1.144,7.124,7.45,4.897,0.026,3.527,11.024,-0.515,2.755,5.179,8.825,9.732,3.252,9.932,4.169,7.568,7.218,4.146,3.352,4.086,5.035,12.287,1.128,-3.235,6.121,8.267,-1.506,10.973,8.55,7.747,4.89,-1.952,12.72,11.345,6.834,10.656,7.418,10.401,5.783,1.776,4.627,6.432,10.642,9.687,6.032,13.244,-0.249,3.987,1.639,0.543,2.046,7.378,7.955,5.341,6.232,-1.047,8.38,9.346,0.745,4.488,4.123,6.902,0.33,6.244,10.979,9.896,5.984,7.633,9.857,7.189,8.9,9.383,8.301,10.199,13.224,7.594,9.814,5.695,5.509,8.077,5.764,4.693,4.363,9.243,1.316,7.997,7.282,3.751,11.592,3.48,0.319,-2.754,7.209,7.353,-2.835,-0.66,3.796,8.43,9.494,6.626,7.625,9.534,-3.888,-2.745,4.383,9.146,14.107,8.566,1.53,8.789,12.027,5.635,8.492,1.731,3.19,5.417,-2.054,9.857,11.608,12.906,9.488,4.805,8.542,4.516,5.832,2.428,8.789,4.62,-2.613,5.941,9.334,12.082,7.801,10.503,8.773,8.252,0.867,4.797,-1.762,-1.194,10.183,9.174,11.846,3.976,3.782,4.601,9.091,9.791,1.064,5.778,9.752,5.915,3.675,8.888,7.228,12.836,2.857,-3.644,15.034,6.747,7.845,4.769,2.076,2.956,7.606,10.535,2.915,9.913,3.904,10.325,-1.359,9.168,7.713,9.185,0.499,1.163,5.252,-3.625,5.653,0.96,10.776,-0.255,8.304,9.804,-2.391,1.272,11.132,6.944,0.64,5.047,7.757,8.386,-1.782,12.842,7.344,8.027,6.388,9.984,1.639,7.067,9.187,8.52,4.317,0.007,11.699,-1.703,12.259,9.41,3.96,4.601,1.101,5.7,8.117,4.778,11.507,9.742,8.615,6.342,6.38,4.592,3.006,2.931,9.53,0.098,11.431,0.593,5.957,-0.444,9.642,-2.212,3.707,2.74,8.376,5.731,4.297,-0.017,3.256,9.388,9.286,3.76,8.325,1.761,-0.065,2.536,6.758,8.212,7.089,12.049,7.951,-0.501,1.769,3.067,0.735,5.441,4.027,2.923,6.374,5.117,8.134,-0.565,6.346,9.457,-1.839,7.692,15.751,8.851,7.419,5.698,6.498,7.683,4.682,4.149,11.097,0.385,6.712,1.165,5.319,0.87,2.646,4.498,1.319,4.446,0.582,4.902,9.162,12.028,3.369,8.258,0.743,2.273,7.072,3.387,4.98,12.025,4.181,5.453,7.641,2.759,1.823,-0.518,11.747,4.751,-0.006,-1.491,1.794,5.055,3.494,4.708,3.499,5.974,5.338,4.607,7.228,3.689,9.753,4.612,3.976,0.474,0.231,9.656,0.75,4.796,10.425,5.569,5.27,7.391,2.827,5.881,-3.407,1.997,5.912,10.743,5.485,10.125,2.64,6.952,6.879,4.503,-0.782,2.098,6.849,8.85,5.096,2.195,8.771,1.368,-0.941,4.826,4.091,8.648,3.48,2.656,-3.092,5.209,5.423,0.731,2.817,8.631,7.831,-0.684,4.974,1.345,6.666,-1.052,9.993,-1.145,9.963,8.204,-0.754,5.579,8.095,-0.002,3.091,2.632,4.626,12.298,1.434,5.508,6.171,4.006,10.737,9.324,0.691,-1.174,-2.643,1.829,6.504,8.066,7.967,7.646,-0.447,7.182,3.049,7.775,4.843,6.611,9.391,3.757,2.151,1.956,5.271,10.964,4.059,7.095,-2.107,3.975,4.244,1.955,4.522,2.027,7.879,11.092,6.837,1.216,0.966,4.214,10.562,-1.07,5.791,6.117,6.701,6.882,6.466,-3.452,6.479,1.893,-0.989,0.812,7.447,6.455,-5.313,0.585,0.387,9.923,-1.135,3.049,8.11,6.039,4.965,7.785,1.13,5.929,6.177,-2.855,6.232,9.734,-2.746,-3.221,2.348,5.836,-0.081,5.147,6.865,5.447,0.098,3.243,2.557,1.564,5.974,8.865,2.706,3.096,-1.389,9.87,6.853,8.202,4.988,5.801,10.036,5.842,1.78,6.159,2.087,2.293,5.753,1.708,5.139,1.064,-0.333,-0.921,13.113,-0.991,5.884,2.703,-1.06,5.3,6.72,-2.639,6.571,10.275,1.011,1.374,3.181,6.143,4.796,2.567,2.032,1.086,4.032,4.313,0.968,8.44,-1.285,8.96,6.523,4.308,4.978,0.24,4.099,4.157,1.321,7.122,5.816,1.031,11.254,1.557,2.313,5.077,5.135,4.441,6.216,2.671,1.135,2.056,3.952,0.989,0.112,7.883,-0.585,0.807,6.164,3.675,-1.96,3.045,5.966,0.631,2.66,-3.327,1.066,8.218,5.898,3.338,0.668,0.765,-1.189,4.145,-0.643,-4.051,5.405,6.782,-0.155,-3.065,2.067,6.609,1.727,5.852,10.369,-2.521,4.806,4.111,4.219,2.995,8.83,-0.864,3.072,-0.162,7.941,1.487,-1.013,4.548,1.38,0.36,-0.695,0.169,0.958,1.066,2.052,5.345,0.354,4.759,3.448,3.678,-1.873,-1.21,-1.619,3.519,1.896,2.614,4.514,0.309,4.36,0.664,6.98,2.683,0.493,2.956,-0.448,3.164,1.18,3.871,4.767,3.631,-0.823,2.524,0.014,3.011,1.394,-3.351,2.928,2.837,0.722,0.154,0.709,-1.132,0.296,11.851,9.012,3.513,2.911,3.923,3.037,3.394,0.344,-0.628,2.922,0.072,-0.813,-0.711,0.094,-5.708,4.426,0.499,1.791,-0.267,2.671,-1.006,-2.078,2.822,-1.711,-0.879,-0.598,0.476,2.453,-1.055,-1.227,-1.558,2.627,0.923,-0.437,0.323,0.724,-1.479,2.314,2.775,1.042,-1.392,-3.269,-0.175,-1.119,2.002,1.642,1.045,3.649,5.598,-3.072,-1.586,5.798,3.547,-0.571,1.689,4.374,4.261,0.978,-1.913,1.052,0.231,1.047,3.535,-0.256,1.725,1.769,5.188,2.097,1.717,3.751,3.703,-1.072,5.066,-1.177,1.314,1.4,-0.448,3.244,1.261,2.058,0.934,-3.212,-2.219,2.638,0.62,0.346,0.411,0.888,3.173,0.397,5.164,-1.109,2.796,0.746,2.743,1.004,-0.16,4.303,1.144,0.755,2.968,-1.833,-0.13,2.421,5.139,0.175,3.235,1.233,2.637,1.252,-0.269,3.561,2.966,2.092,1.137,0.249,3.126,-1.885,-1.036,0.181,-4.191,1.229,-2.232,0.243,-1.305,0.352,-0.184,-0.401,4.708,3.388,-0.27,2.939,1.343,0.096,-0.223,1.206,4.888,0.279,-2.224,5.11,1.57,2.328,2.987,3.337,-0.322,3.084,-2.513,2.748,0.501,-1.14,0.268,-3.286,-1.372,1.633,3.144,-0.134,4.055,3.945,3.053,0.497,3.232,2.984,0.927,6.5,0.476,5.185,3.277,-2.076,-2.129,-1.394,0.503,-1.968,0.062,-0.562,-0.527,1.236,-2.446,0.977,0.702,-1.557,-0.77,1.94,4.41,1.778,2.647,4.718,1.264,-4.455,10.488,23.926,12.108,11.699,11.306,15.125,13.841],"base_top":[[248058,23.926],[40,19.232],[27,17.387],[760,17.006],[1206,16.336],[27775,15.751],[248068,15.125],[3928,15.067],[15947,15.034],[4520,14.42]]},"positions":{"tokens":[248058,198,27,1628,28,8040,62,22,22,15,23,18,29,198,27,15704,16874,62,16,62,17,22,29,198,1931,277,62,16,22,19,198,510,15704,29,198,27,15704,16874,62,17,62,21,23,29,198,20,22,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fx","_","7","7","0","8","3",">","\n","<","parameter","=p","_","1","_","2","7",">","\n","ced","ar","_","1","7","4","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","6","8",">","\n","5","7","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.9245,-1.3547,-0.0556,-0.4633,-1.5827,1.0873,0.5559,-0.0222,0.0443,-0.9324,-0.0093],[-4.4295,0.0439,7.177,14.4434,-0.6703,-1.8939,1.8404,-0.9031,0.086,-0.5958,-0.389],[-4.8481,-1.011,10.7695,17.9771,-1.3479,-0.8719,0.5052,-0.2648,0.1117,-0.8624,-0.2326],[-2.5472,-1.8851,10.2523,16.5204,-2.1942,-0.437,1.3963,-0.8955,0.0978,-0.8135,-0.0463],[-2.4972,-2.5159,10.365,16.6008,-2.6251,-0.5804,-0.7374,-0.7518,0.3062,-1.1922,0.5262],[-2.2039,-2.074,14.1171,16.8048,-1.1503,-1.1133,-0.0138,-1.2478,0.431,-1.459,-0.0923],[-3.1828,-1.1833,11.3258,20.6118,-1.296,0.8498,0.4369,-1.5577,0.1925,-1.5034,0.0075],[-2.0195,-1.2715,15.4676,19.3352,-0.5942,0.1878,-1.3614,-0.8327,0.1703,-1.3877,-0.5984],[-2.392,-1.6322,13.4299,19.9709,0.3066,-1.5227,-1.0249,-1.0016,-0.0527,-1.4453,-0.8442],[-2.9093,-1.4204,11.7823,19.5899,-0.5501,-2.1204,-0.8135,-1.5836,-0.2677,-1.6216,-0.303],[-2.0802,-2.7102,11.0912,18.3198,1.1989,-1.1561,0.2446,-1.4861,-0.2165,-1.3358,-0.1968],[-3.9908,-1.8216,10.8807,20.9066,-0.2548,-2.8904,0.6215,-1.6453,0.1948,-1.3336,-0.3691],[-4.9509,-1.2189,10.3184,22.5797,-0.9937,-2.1441,1.153,-0.9546,0.0523,-1.289,-0.0411],[-5.0714,-0.5096,9.7762,21.888,-1.444,-2.057,2.1372,-0.2165,0.0685,-0.9917,-0.2801],[-4.9694,-0.3585,10.3909,17.4926,-1.5442,-1.4703,0.3172,-0.2409,-0.2221,-1.0754,-0.3283],[-1.543,-0.9156,10.0071,18.0478,-2.3799,-1.011,3.1192,-0.3932,-0.0627,-1.0072,-0.6088],[-2.1899,-2.2402,9.8085,20.397,-2.4967,-0.9767,-0.5894,-0.6459,0.0725,-1.1426,0.0692],[-3.6857,-1.3471,10.3614,21.6516,-2.8462,-1.062,0.8904,-0.9124,0.1752,-1.4175,-0.1777],[-2.8299,-2.3555,14.6971,22.7393,-2.562,-1.0243,0.0745,-0.2825,0.1909,-1.4098,-0.6271],[-3.8955,-2.3586,10.9004,22.4732,-2.4876,-0.8045,0.737,-1.4137,0.1478,-1.8954,0.01],[-3.0881,-3.0004,14.5433,21.5632,-2.6983,-1.1846,-0.5056,-0.6616,0.1409,-1.5007,-0.5211],[-3.5887,-1.6849,11.6161,21.6386,-0.1137,-1.7463,0.1373,-0.9794,-0.0067,-1.5022,-0.3639],[-4.092,-1.9581,11.625,20.8693,-1.8427,-2.5193,1.3679,-0.6342,0.0613,-1.5069,0.0254],[-2.8981,-1.3868,15.6645,19.3319,-3.5692,-0.8865,2.5257,-0.3767,0.4135,-1.1885,-0.1519],[-0.3842,-1.4681,19.9034,14.9089,-1.5944,-0.9082,-0.465,-0.5794,0.3586,-1.2322,-0.0704],[-2.5973,-2.9451,13.6089,21.1497,-1.1678,-0.4696,0.9474,-1.2739,0.0942,-1.0385,0.0128],[-4.2926,-1.4328,13.2633,23.0199,-2.2208,-0.0783,0.7365,-1.4742,0.3061,-1.6505,-0.0042],[-2.7004,-2.8602,16.4317,21.9465,-2.1831,-0.0842,-1.5053,-0.5725,0.1039,-1.465,-0.7182],[-2.9967,-2.1429,13.5814,21.4055,-0.7276,-1.2688,-0.8696,-0.9883,0.0112,-1.674,-0.685],[-2.3797,-2.0729,13.2932,22.2417,-0.6542,-1.6106,-0.9771,-1.3899,0.1757,-1.7559,-0.3527],[-3.6494,-1.1889,11.2261,22.2131,-1.1683,-1.8054,1.254,-0.8631,0.2349,-1.7184,-0.2024],[-4.2735,-1.3561,11.9521,18.616,-1.4536,-1.2372,1.1208,-0.5858,0.212,-1.3441,-0.7469],[-2.706,0.0983,10.7826,15.3599,-1.7721,-1.1522,0.765,-0.4506,0.0603,-0.7331,-0.5479],[-4.9871,-0.0882,9.2931,21.6959,-0.6058,-3.18,1.7419,-1.1697,0.2435,-1.3637,-0.3003],[-2.5934,-1.3193,11.0238,19.85,-3.4007,0.5399,2.1794,-0.7663,0.0129,-1.8053,-0.1168],[-4.5361,-0.5651,10.1711,17.9826,-1.7506,-0.6752,0.0581,-0.5257,-0.1112,-1.1647,-0.2738],[-1.5537,-1.6034,11.1143,18.9417,-3.1231,-0.8465,2.9811,-0.6135,0.0527,-1.0444,-0.3378],[-2.3145,-2.2815,9.8123,20.5485,-2.5317,-0.9694,-0.3362,-0.8283,0.0784,-1.2511,0.107],[-3.6438,-1.3386,10.6003,21.3631,-2.9176,-1.3477,1.0906,-1.0511,0.3452,-1.4311,-0.145],[-2.949,-2.5171,14.716,21.4835,-2.2371,-0.9993,0.2484,-0.5253,0.3051,-1.4515,-0.7085],[-3.1726,-2.1842,10.7338,22.0865,-1.7722,-1.4082,1.5729,-1.5262,0.1599,-1.9946,-0.0986],[-2.3594,-2.6836,14.5565,21.1333,-2.5042,-2.2211,-0.2164,-0.8973,-0.0474,-1.4233,-0.5661],[-2.4596,-2.2956,11.0474,20.7844,-0.6448,-0.5162,0.9841,-1.3485,0.0901,-1.6441,-0.3118],[-3.8051,-1.1097,11.0906,21.6805,-2.3592,-2.9258,1.8689,-1.0669,0.0574,-1.0856,-0.1556],[-3.0137,-1.5048,13.7221,20.5781,-3.629,-1.2532,1.6557,-0.5646,0.2089,-0.8043,-0.5514],[-1.384,-2.4695,17.5542,18.1122,-2.0529,-0.6793,-1.8905,-0.4394,0.0015,-0.8337,-0.319],[-2.3175,-1.5329,11.9143,19.8177,0.2983,-1.349,-0.3072,-0.6386,0.0784,-1.0247,-0.726],[-4.0885,-1.2642,10.9096,20.512,-1.3062,-1.4376,0.3241,-0.4185,-0.0021,-1.3667,-0.4936],[-4.5349,-1.7299,11.9556,18.6997,-1.2182,-0.5216,0.4507,-0.4722,0.1686,-1.3442,-0.5743],[-2.9479,0.2692,10.7383,15.8818,-1.2588,-0.5319,1.0164,-0.5438,0.1547,-0.5376,-0.5816],[-3.8856,0.0893,8.0355,20.2144,-0.8615,-2.3652,1.1336,-0.9141,0.1812,-1.0831,-0.1662],[-3.7856,-0.9176,9.1474,19.1777,-2.1747,0.0946,1.6841,-0.6715,-0.0988,-1.7021,-0.1581],[-3.8007,0.1339,9.4236,16.2888,-1.0729,-0.2627,0.3075,-0.8388,-0.1235,-1.3058,-0.3527],[-1.4396,-1.189,10.1636,17.9478,-2.8982,-0.5544,2.7487,-0.3752,-0.1083,-0.7803,-0.505],[-2.3672,-1.9455,9.406,20.5174,-2.1803,-1.3501,-1.0481,-0.774,-0.1066,-1.1301,-0.0826],[-2.4016,-0.2651,10.1761,19.4517,-1.5914,-2.7501,-0.4671,-0.7752,0.0235,-1.394,-0.1308],[-4.4795,-1.8971,10.7747,21.7816,-0.7628,-1.9641,-0.2011,-0.9419,-0.1358,-1.6164,-0.1341],[-3.542,-1.2031,12.8938,19.8813,-2.3912,-1.5408,1.1963,-0.3032,-0.0938,-1.3014,-0.2092],[-1.7233,-1.2086,16.2326,16.9514,-1.2286,-1.7694,-0.9232,-0.7689,-0.0404,-1.5047,-0.2417],[-4.6956,-1.2714,10.591,21.8709,-1.3501,-1.7485,1.441,-0.6906,0.0051,-1.5915,-0.2305],[-4.5554,-1.497,12.1209,18.4905,-1.8315,-0.6968,0.9464,-0.6259,0.2232,-1.2582,-0.5947],[-2.7337,-0.0678,11.3585,15.8769,-1.6776,-0.4447,1.2947,-0.681,0.1745,-0.545,-0.6653],[-3.6455,-0.0064,7.3239,18.5791,-0.1536,-2.0966,0.5245,-0.8146,0.4015,-1.138,-0.103],[-5.17,-0.6424,9.5739,20.8932,-1.2511,-0.8632,2.2946,-0.3312,0.2459,-1.1517,-0.4485],[-4.9881,0.2532,10.6513,17.1873,-0.5237,-0.5017,-0.4907,-0.4947,0.0132,-1.0341,-0.1218],[-3.7663,-0.0781,9.2363,15.8991,-1.4125,-0.579,-0.4478,-0.8537,0.1004,-0.9007,-0.2664],[-4.7075,-0.3802,5.6239,13.2711,-0.3578,-1.5714,2.2659,-1.1463,0.226,-0.8431,-0.1073],[-4.6986,-2.5018,10.1872,17.8952,-1.7206,-0.1031,3.6052,-0.0413,0.2893,-1.062,-0.2663],[-4.4047,-0.1039,8.1108,12.3997,-1.9358,-0.967,-0.1635,-0.6639,-0.1467,-1.052,0.1423],[-3.7323,-0.8547,9.7267,14.1553,-2.0932,-0.5116,-1.7168,-1.0224,-0.1065,-1.6446,0.0933]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_77083>\n<parameter=p_1_27>\ncedar_174\n</parameter>\n<parameter=p_2_68>\n57\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=fx_77083>\n<parameter=p_1_27>\ncedar_174\n</parameter>\n<parameter=p_2_68>\n57\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_77083>\n<parameter=p_1_27>\ncedar_174\n</parameter>\n<parameter=p_2_68>\n57\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0150","set":"final","cohort":"no_tool","family":"edge_mutation","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_773, reference 033. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to create a directed edge. Do not access or change stored data.\nTarget vertex: \"birch_887\". Origin vertex: \"018\".","tools":[{"function":{"description":"Create a directed edge. Inert synthetic operation.","name":"fx_57577","parameters":{"additionalProperties":false,"properties":{"p_1_79":{"description":"Origin vertex","type":"string"},"p_2_34":{"description":"Target vertex","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_79","p_2_34"],"type":"object"}},"type":"function"},{"function":{"description":"Remove a directed edge. Inert synthetic operation.","name":"fx_73139","parameters":{"additionalProperties":false,"properties":{"p_1_79":{"description":"Origin vertex","type":"string"},"p_2_34":{"description":"Target vertex","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_79","p_2_34"],"type":"object"}},"type":"function"}],"prompt_tokens":651,"decision":{"rms":0.3984391006077399,"sumsq":162.56278209853917,"hb":[-0.07605,-0.08507,-1.75318,0.11986,-1.38556,0.38638,-0.42363],"lse":22.38518563541739,"logits":[14.656,15.517,14.038,15.192,13.023,13.282,9.006,10.699,12.699,12.002,11.323,16.296,18.798,11.403,14.755,13.533,10.469,13.284,10.631,12.726,20.766,12.214,10.81,12.372,12.524,12.422,11.361,10.269,12.554,10.837,8.986,14.931,16.828,14.064,12.359,12.259,10.417,12.555,9.27,8.529,10.964,8.119,8.081,11.326,5.549,7.802,4.534,11.921,6.849,16.023,5.228,7.794,7.979,7.8,8.276,6.796,8.827,11.423,12.625,5.559,6.496,17.89,2.727,6.467,6.775,11.822,5.723,12.929,-0.116,18.273,8.778,7.801,9.841,-1.605,15.09,2.504,11.741,7.073,10.438,13.443,9.803,8.15,10.458,9.753,12.056,7.579,6.61,4.372,13.008,11.563,-1.173,5.765,20.49,9.88,5.725,9.383,15.266,-4.56,1.528,4.339,9.674,10.485,0.848,8.997,0.204,15.549,13.739,4.054,7.854,12.642,6.619,9.714,9.891,7.538,10.156,13.504,18.093,8.015,8.874,9.126,16.651,12.759,17.188,15.866,17.773,11.458,3.118,10.104,10.537,10.44,3.401,10.555,4.279,9.564,9.452,7.866,4.931,14.964,3.44,11.062,8.456,17.377,13.766,6.525,0.063,11.094,14.766,-0.294,16.85,3.402,-0.877,9.974,6.29,8.028,8.42,11.157,8.734,7.618,10.376,10.755,10.672,4.87,12.076,-1.165,10.904,7.117,10.545,7.875,-5.732,8.283,13.995,14.691,15.819,10.097,7.15,4.854,6.999,9.93,14.558,8.942,10.484,7.087,7.968,3.595,17.069,15.656,7.907,11.575,-1.729,13.094,13.195,6.431,16.685,12.781,4.564,7.491,9.624,15.53,9.786,2.409,10.801,10.66,8.517,1.094,14.104,10.989,12.338,7.199,5.085,13.46,2.256,14.331,14.913,2.8,9.185,4.568,-4.733,0.132,2.825,6.501,9.459,8.323,9.533,4.507,1.248,8.249,6.637,3.608,0.986,6.724,8.816,-3.444,2.75,8.461,11.275,10.053,4.209,13.763,9.867,11.545,4.922,3.942,4.768,4.253,7.676,11.452,-1.153,-2.889,8.588,9.58,1.0,10.523,12.215,12.401,7.536,-3.817,12.285,11.565,9.568,13.538,8.109,12.966,4.924,2.164,4.197,8.04,7.571,11.706,9.377,16.894,1.416,2.316,1.183,1.113,2.431,9.479,9.488,7.917,10.138,2.477,9.767,10.938,0.763,6.703,8.429,9.44,-1.009,7.949,13.287,13.775,7.958,8.11,13.244,6.57,9.567,8.792,6.77,11.272,15.439,11.838,12.729,8.213,6.365,11.563,6.947,6.869,5.797,11.423,0.939,10.826,10.69,5.64,15.029,5.852,-2.927,-3.323,12.228,8.387,-5.354,-0.186,3.504,10.66,9.762,8.086,8.112,12.593,-2.608,-1.982,8.665,10.31,17.218,9.607,3.799,12.935,12.858,4.607,11.029,3.079,3.772,6.88,0.414,9.992,11.603,12.195,8.245,5.749,10.168,3.276,5.751,1.236,10.018,5.951,-2.388,2.929,7.133,14.716,8.152,13.51,10.742,10.178,1.964,7.961,0.267,-0.168,14.759,9.475,10.622,5.946,4.966,3.364,13.168,9.843,0.785,7.169,12.207,4.237,8.158,11.744,9.0,16.12,3.531,-1.391,14.615,5.146,8.322,8.305,2.446,5.35,8.68,12.406,5.894,12.089,8.06,14.508,0.064,12.073,10.204,5.383,1.357,3.095,5.802,-1.388,7.985,7.109,11.978,4.183,9.499,11.933,-0.126,2.945,12.116,10.104,1.822,5.728,10.056,11.087,-2.945,10.545,8.382,10.875,7.676,10.84,2.685,5.332,6.587,9.922,2.525,1.21,14.004,-2.493,14.082,9.034,2.004,4.909,1.716,5.631,7.968,8.002,11.981,13.881,11.225,7.174,8.215,4.972,2.398,5.675,11.202,3.649,13.613,0.361,8.737,-0.977,19.65,-0.979,2.361,2.729,11.152,6.738,6.69,0.102,1.02,14.398,8.864,7.68,8.729,3.105,-0.404,2.511,8.706,9.41,8.407,13.432,9.409,-1.762,2.312,1.505,1.592,10.291,7.402,2.806,9.439,7.766,12.602,1.836,8.654,12.852,-0.338,8.088,17.567,11.771,6.808,6.247,9.429,7.646,7.861,8.341,13.091,0.749,9.617,1.224,8.213,4.606,5.962,9.022,0.216,5.262,0.967,7.33,13.099,14.608,4.891,11.356,2.993,4.845,13.219,2.828,5.761,16.052,6.269,7.166,10.925,2.465,3.241,-2.227,7.415,7.902,2.181,-3.401,3.2,7.874,6.874,7.733,5.819,5.326,5.483,5.131,6.553,3.911,7.368,3.945,8.089,0.702,-0.438,9.245,-0.08,5.952,13.682,10.664,5.717,4.341,0.775,8.013,-0.382,0.821,7.648,11.497,5.682,12.981,2.376,10.046,9.761,3.613,-0.569,4.653,9.506,13.004,6.767,2.942,13.174,2.712,-0.832,5.178,4.389,12.396,2.078,4.365,-3.022,8.455,6.835,0.016,1.864,8.325,8.68,-1.368,5.963,0.297,8.583,2.726,7.132,2.002,11.605,9.228,-0.473,5.397,7.758,0.204,3.883,1.298,6.454,14.101,2.613,9.673,9.771,6.918,12.486,11.092,2.49,-3.233,-2.3,0.596,9.01,10.188,7.697,12.325,-1.214,4.961,1.949,6.978,7.336,9.777,10.752,4.903,6.343,3.277,7.316,13.737,7.247,9.629,-0.911,2.82,2.379,2.611,4.287,5.474,7.743,13.151,8.919,1.379,1.11,5.871,10.167,2.009,7.422,9.841,6.199,9.244,7.916,-3.24,5.73,8.251,1.68,5.267,12.027,11.119,-1.324,0.055,2.861,12.218,-0.551,5.849,12.11,8.139,7.714,11.962,2.131,5.746,9.035,-1.279,8.687,14.042,-3.541,1.846,4.04,8.263,3.362,10.561,10.284,4.413,1.331,3.821,3.088,2.683,5.917,9.782,2.974,1.341,0.125,10.373,9.068,8.413,6.66,14.454,15.322,11.276,3.628,7.914,2.051,3.684,8.752,-0.417,8.124,2.577,0.942,-0.006,12.647,0.659,10.615,1.771,1.463,6.898,10.104,0.793,10.523,14.596,2.643,2.152,5.17,5.994,1.409,3.147,2.936,0.95,4.79,1.905,3.987,10.015,-0.15,10.171,8.447,4.059,6.646,-0.423,5.118,5.657,2.002,8.999,10.129,1.12,12.798,2.539,2.961,5.143,8.172,2.285,10.117,1.085,0.963,2.754,9.064,2.426,-0.764,13.125,-1.741,1.882,6.318,1.281,-4.903,0.829,6.091,2.422,2.353,1.016,2.875,12.197,6.519,1.302,-1.657,2.042,-1.808,1.73,0.238,-2.34,6.632,11.399,1.955,-0.05,5.771,7.51,0.721,8.687,14.0,-2.019,5.289,7.771,5.925,4.727,9.525,-2.63,3.316,1.064,10.423,1.507,-0.292,5.493,3.914,0.916,-0.629,1.3,2.5,4.218,7.051,5.646,2.178,5.599,4.808,2.628,-1.561,-1.834,0.065,2.001,2.593,2.855,2.822,2.116,4.32,1.924,7.927,3.141,-0.085,0.701,1.767,3.132,2.621,4.305,1.624,3.997,-1.023,2.736,1.531,1.002,-0.799,-3.586,1.836,7.965,1.411,-0.102,1.333,-1.437,2.043,10.68,10.051,4.029,2.668,3.351,4.023,4.982,1.72,-2.091,2.811,3.618,0.474,0.547,3.192,-3.348,2.615,-1.106,3.67,0.468,3.621,0.145,-2.942,3.438,1.2,-1.997,0.882,3.235,1.514,-0.105,0.245,1.086,1.802,0.575,1.535,2.775,3.383,0.542,-0.369,3.46,3.146,-0.986,2.674,-2.193,1.408,-0.093,0.984,0.969,2.966,1.895,0.138,-0.761,5.052,3.298,0.753,2.554,1.529,3.499,1.318,0.479,0.154,0.756,0.539,2.951,-0.984,3.35,-0.165,4.062,2.278,3.596,4.364,4.039,0.538,4.47,-2.028,2.263,1.387,-0.609,3.542,2.163,0.853,3.366,-2.124,-3.041,3.713,2.243,2.098,2.345,2.104,1.474,0.114,5.643,-0.772,2.992,0.566,1.796,1.807,0.231,5.335,1.461,1.73,5.052,-2.017,-1.78,3.276,5.996,0.999,0.463,1.53,2.091,-0.693,2.319,3.479,2.023,1.315,0.542,0.312,3.23,-0.969,-0.46,-0.51,-5.673,4.466,0.827,3.166,-0.533,2.063,-0.927,3.182,2.725,1.62,-1.784,2.442,1.805,-0.784,-0.278,0.284,3.96,0.801,-0.492,6.734,0.254,1.491,2.391,4.843,1.45,2.591,-0.839,4.806,-0.061,-0.872,0.46,-4.518,-1.036,4.662,3.068,-0.46,3.242,2.634,5.391,1.646,4.699,3.026,1.359,4.896,-0.39,3.222,3.908,-0.392,0.501,-1.78,0.482,-0.993,-1.477,0.933,0.424,2.771,-2.335,2.268,0.429,-1.182,0.551,2.952,4.103,2.089,2.018,4.381,2.013,-1.978,8.705,21.451,8.558,9.436,9.759,16.49,11.409],"base_top":[[248058,21.451],[40,20.766],[1206,20.49],[24183,19.65],[32,18.798],[760,18.273],[1919,18.093],[623,17.89],[2064,17.773],[27775,17.567]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,20,22,20,22,22,29,198,27,15704,16874,62,16,62,22,24,29,198,15,16,23,198,510,15704,29,198,27,15704,16874,62,17,62,18,19,29,198,42404,329,62,23,23,22,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","5","7","5","7","7",">","\n","<","parameter","=p","_","1","_","7","9",">","\n","0","1","8","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","3","4",">","\n","bir","ch","_","8","8","7","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[4.07,-2.0924,-0.0792,0.1304,-1.9612,1.3511,0.46,-0.1865,0.0768,-0.8352,-0.04],[-3.9222,0.1634,7.1266,14.746,-1.2008,-1.6309,1.6245,-1.0008,0.1203,-0.6483,-0.3333],[-3.9612,-1.1878,10.4584,17.4819,-0.9178,-0.8098,-0.303,-0.4772,0.0053,-0.9159,-0.1444],[-1.927,-1.8577,9.3773,15.4377,-1.3934,-0.8403,1.4231,-0.9583,0.0561,-0.7146,0.0726],[-2.2726,-2.3283,9.0197,14.792,-1.8512,-1.1329,-1.0444,-0.7711,0.2667,-1.0611,0.6012],[-1.5011,-3.4764,8.8463,14.6113,-0.9116,-0.5168,0.1865,-0.8532,0.4686,-1.3598,0.2433],[-2.6191,-1.5166,11.6013,20.4958,-2.3657,0.1258,-1.3273,-1.4466,0.2518,-1.5536,0.0576],[-1.9679,-1.9291,16.0523,20.3518,-2.0291,-1.159,-2.8026,-0.9671,0.006,-1.6618,-0.4797],[-3.3974,-1.3508,13.4981,19.1629,-0.0053,-2.0692,-0.5697,-1.2617,-0.1402,-1.2789,-0.625],[-2.8664,-2.312,12.796,19.1942,-1.836,-2.6247,-2.1801,-1.7998,-0.2576,-1.7177,-0.404],[-3.3865,-2.2804,12.0439,18.9704,-0.4148,-1.7219,-1.3052,-1.7379,-0.3299,-1.4301,-0.3236],[-3.9644,-1.2778,10.0801,19.4799,0.0141,-1.2967,0.0439,-1.3993,0.1035,-1.4535,-0.2226],[-4.9113,-1.6005,10.0137,22.142,-1.4162,-2.1686,1.084,-0.7872,0.0006,-1.0227,-0.0136],[-4.7855,-0.8134,9.3493,19.9779,-2.1857,-1.5683,1.3976,-0.214,0.0289,-1.0626,-0.3384],[-4.4356,-0.7069,11.2275,18.0975,-1.6384,-1.2611,0.2581,-0.1869,-0.2734,-1.0368,-0.2609],[-1.2717,-1.3849,10.4209,17.8638,-2.5279,-1.5716,3.0442,-0.4253,-0.1061,-0.9307,-0.4825],[-1.6355,-2.1827,9.6056,20.0892,-2.9646,-1.158,-1.1818,-0.8534,-0.0039,-1.0878,0.0674],[-3.9383,-1.9453,10.9422,22.3792,-3.4121,-0.8138,1.054,-1.0918,0.2097,-1.3126,-0.13],[-2.698,-2.2944,14.3323,22.4662,-2.9735,-0.811,-0.0039,-0.4761,0.0908,-1.4831,-0.5427],[-3.6888,-1.9118,10.7829,22.3706,-2.0262,-0.964,0.6137,-1.2697,-0.0259,-1.9663,-0.0812],[-2.6391,-2.4764,14.7,21.4551,-1.9174,-1.1593,-0.3574,-0.6486,-0.1513,-1.565,-0.6925],[-2.8425,-2.7342,12.2907,21.5963,-1.0514,-1.8615,0.0756,-0.8271,-0.1756,-1.6118,-0.2519],[-3.2513,-1.6856,12.1164,22.3597,-1.921,-1.9087,0.7776,-0.7283,0.0435,-1.4387,0.1311],[-1.5877,-1.0052,15.0012,18.5494,-4.1632,-0.3661,1.2974,-0.2694,0.2701,-1.0711,-0.0906],[-0.0795,-1.1475,17.7346,14.0253,-2.6654,-0.8113,-1.804,-0.2318,0.1407,-1.1655,-0.0919],[-2.7105,-1.7354,14.6051,20.8045,-1.1115,-1.1678,-0.9366,-0.909,0.2139,-1.4535,-0.2992],[-3.0415,-2.2727,12.7996,20.8248,-0.386,-0.9236,0.0934,-1.0354,-0.1011,-1.8079,-0.1417],[-2.2806,-1.2964,12.0534,19.8773,-2.2768,-0.8575,0.6806,-0.588,0.045,-1.4638,-0.0182],[-4.3707,-1.1754,12.5428,18.8912,-2.3868,-1.0753,1.1195,-0.7559,0.1372,-1.3198,-0.558],[-2.6313,0.118,11.3801,16.5746,-2.3323,-0.6318,0.9735,-0.6162,0.0468,-0.652,-0.6339],[-4.9984,-0.3835,8.7219,21.5458,-1.2705,-2.9995,1.518,-1.0375,0.1381,-1.1572,-0.186],[-2.6151,-0.937,10.3207,20.5982,-2.5031,-0.6001,1.5582,-0.1911,-0.0215,-1.0103,-0.2369],[-5.3356,-0.821,11.1876,19.2099,-2.3541,-0.9774,0.1247,-0.3358,-0.1895,-1.0049,-0.3686],[-1.9843,-1.0256,10.5592,18.8564,-3.2029,-1.2341,2.5004,-0.721,0.0427,-0.5926,-0.4776],[-2.1843,-2.0046,9.3299,20.5959,-3.2802,-1.2686,-0.6007,-0.8384,0.0306,-1.098,0.0194],[-3.9676,-1.717,10.3605,21.2708,-3.3973,-1.1131,0.793,-1.1474,0.2978,-1.2856,-0.0906],[-3.3049,-2.9091,14.058,21.6395,-2.8604,-0.7217,0.325,-0.6423,0.2683,-1.4007,-0.6475],[-4.4566,-2.7033,11.138,22.4845,-3.0201,-1.3407,0.9753,-1.2477,0.1377,-1.769,-0.0088],[-3.56,-3.6413,14.8818,21.0034,-3.0759,-2.6857,0.1849,-0.4791,0.1712,-1.7184,-0.6997],[-2.417,-2.2683,12.2822,21.3353,-0.9603,-1.7924,-0.2685,-1.3607,0.1598,-1.7285,-0.2455],[-4.6918,-2.4664,13.4924,21.8782,-1.7466,-2.8467,0.2374,-0.5135,-0.0344,-1.309,-0.078],[-4.328,-1.9035,16.7018,18.4463,-4.0939,-1.0741,0.4255,0.1085,0.0354,-1.0221,-0.0633],[-2.3205,-1.7905,20.9704,15.2283,-2.682,-1.5071,-2.7381,-0.1097,-0.0878,-1.1955,-0.0274],[-3.9892,-2.0628,14.0337,20.7126,-2.2939,0.0467,0.973,-0.777,-0.0068,-1.2298,0.1725],[-4.3647,-1.5408,12.1852,21.2818,-2.1418,0.8154,1.2386,-1.5658,0.0221,-1.7738,0.133],[-2.9566,-2.3355,15.8193,19.0302,-1.8915,0.5294,-0.8252,-1.03,-0.0427,-1.6073,-0.3619],[-3.8406,-2.6592,12.8758,19.4914,-0.324,-1.5194,-1.5229,-1.1019,-0.3569,-1.1434,-0.5539],[-3.9138,-1.448,12.5656,21.3776,-0.8765,-1.2779,-0.3858,-1.0235,-0.0789,-1.1911,-0.6679],[-3.9528,-1.9125,10.893,21.4833,-1.5183,-1.7405,0.9565,-0.4023,-0.0627,-1.5568,-0.1688],[-4.3049,-1.67,12.2477,19.852,-2.0133,-0.611,1.0567,-0.4002,0.1119,-1.2277,-0.5335],[-2.3201,-0.1828,11.1542,16.7269,-1.734,-0.9742,1.2902,-0.6746,0.0635,-0.5376,-0.5825],[-3.5227,0.3195,7.809,20.2446,-1.2036,-1.9139,1.093,-0.8672,0.1843,-1.1916,-0.0375],[-2.1256,-0.8318,8.5927,18.9372,-1.7472,-0.1984,1.3345,-0.3063,-0.1117,-1.0703,-0.298],[-3.5298,0.2121,9.1113,16.7089,-1.1227,-0.5627,0.0146,-0.7704,-0.1338,-1.2276,-0.2993],[-1.1491,-1.2261,10.2498,17.9326,-3.2367,-1.2968,2.0719,-0.4216,-0.06,-0.749,-0.4397],[-2.1968,-1.8315,9.5504,20.7709,-2.7857,-1.7952,-1.5584,-0.6514,-0.1469,-1.1558,0.0005],[-2.3659,-0.4404,10.2091,19.7411,-2.142,-3.0994,-0.2993,-0.6947,0.005,-1.4321,-0.1249],[-3.7633,-1.9071,10.7989,21.4781,-1.3008,-2.0235,-0.5607,-0.9116,-0.1506,-1.7154,-0.0137],[-2.8351,-1.0703,12.8123,20.2116,-2.8217,-1.8679,0.9874,-0.3429,-0.1197,-1.3727,-0.0297],[-1.0085,-1.2038,15.6231,15.8567,-1.4299,-2.0412,-1.3147,-0.724,-0.1217,-1.493,-0.1056],[-3.6314,-1.1731,10.0135,21.7799,-1.6964,-1.9084,1.0387,-0.5924,0.0298,-1.5253,-0.1658],[-4.0918,-1.4099,12.0668,18.6272,-2.1267,-0.956,0.9438,-0.6009,0.2414,-1.1873,-0.6816],[-2.7041,-0.3412,11.4321,17.0497,-1.9348,-0.5625,1.35,-0.7623,0.1797,-0.6326,-0.6983],[-4.0483,-0.1165,7.626,18.8338,-0.4908,-2.1393,0.4543,-0.675,0.4019,-1.1287,-0.0739],[-3.6803,-1.8137,9.5399,19.2952,-2.2791,-0.8317,2.1684,-0.1405,0.2685,-0.9713,-0.3026],[-5.0267,-0.0154,11.0456,17.9229,-0.7619,-0.7708,-0.4605,-0.4897,0.0419,-0.9437,-0.1419],[-3.8814,-0.4826,10.4254,17.4341,-1.71,-0.72,-0.0878,-0.7357,0.1917,-0.8779,-0.2503],[-4.6028,-0.4385,5.9956,13.3691,-0.9874,-1.4908,2.0277,-1.2726,0.1834,-0.9314,-0.0733],[-4.1152,-2.5404,10.3108,18.2895,-2.0657,-0.6215,2.7388,0.2207,0.1172,-0.649,0.0278],[-4.5013,-0.227,8.7233,13.1024,-1.9424,-1.3334,-0.5117,-0.7195,-0.1133,-1.0745,0.1456],[-3.0943,-0.462,9.8754,13.8947,-2.1648,-1.1525,-1.8648,-1.0069,-0.087,-1.6151,0.1597]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_57577>\n<parameter=p_1_79>\n018\n</parameter>\n<parameter=p_2_34>\nbirch_887\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":71,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"final-611406-0000","set":"final","cohort":"valid_call","family":"matrix_axis","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> row_slice {\"index\": 71, \"matrix\": \"094\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please extract a matrix row.\nZero based index: 71. Stored matrix identifier: \"094\".\nUnrelated archived note: spruce_429, reference 056. These are not inputs to this request.","tools":[{"function":{"description":"Extract a matrix row. Inert synthetic operation.","name":"row_slice","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"index":{"description":"Zero based index","type":"integer"},"matrix":{"description":"Stored matrix identifier","type":"string"}},"required":["matrix","index"],"type":"object"}},"type":"function"},{"function":{"description":"Extract a matrix column. Inert synthetic operation.","name":"column_slice","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"index":{"description":"Zero based index","type":"integer"},"matrix":{"description":"Stored matrix identifier","type":"string"}},"required":["matrix","index"],"type":"object"}},"type":"function"}],"prompt_tokens":579,"decision":{"rms":0.3674776225872281,"sumsq":138.27973437681794,"hb":[-0.03893,-0.14436,-1.54345,0.09152,-1.08229,-0.07136,-0.50619],"lse":22.861923291686352,"logits":[13.595,12.901,13.092,10.918,10.18,9.217,7.515,7.213,9.988,11.292,9.4,16.176,12.048,9.742,13.211,11.004,9.47,9.685,10.816,9.73,19.93,9.038,12.061,15.68,14.615,11.51,11.869,9.723,13.041,9.789,8.734,14.061,13.624,8.299,11.017,8.7,7.692,11.822,7.88,9.407,13.362,8.172,8.392,12.836,4.865,7.642,-0.215,9.65,6.635,14.192,3.676,8.138,7.894,7.644,7.566,6.276,7.764,12.58,11.713,6.676,6.749,13.806,1.645,6.02,7.661,12.747,6.129,11.239,1.737,17.882,11.605,7.461,9.829,0.006,11.317,1.549,10.339,6.038,9.8,8.806,9.517,9.306,9.594,8.05,10.023,8.078,7.61,3.748,10.493,12.94,-0.512,5.926,15.42,10.92,7.971,7.35,11.644,-3.234,2.474,3.265,6.788,8.417,0.645,9.977,-0.947,13.017,9.822,3.147,8.225,10.714,8.027,10.168,5.526,4.786,7.398,10.546,16.126,4.331,6.333,10.548,12.037,9.607,12.677,14.2,12.683,11.55,2.585,9.741,7.532,6.739,2.047,6.997,5.095,5.592,11.422,8.681,5.082,13.696,2.911,9.409,8.707,13.707,14.291,2.832,0.771,9.285,11.562,-0.58,17.358,1.698,-2.259,11.347,6.157,14.539,3.028,10.644,5.49,7.983,6.492,10.974,6.461,4.024,10.119,-0.942,8.288,4.496,9.139,7.145,-7.042,10.622,11.787,10.674,13.948,6.564,6.438,8.496,9.918,6.995,11.53,7.054,8.937,3.885,6.094,2.762,7.535,16.281,5.01,11.971,-1.075,10.119,9.818,3.808,10.861,10.732,7.791,3.347,8.723,12.458,8.965,2.562,7.501,14.117,6.391,1.305,11.902,7.993,12.112,8.637,4.117,11.222,3.47,12.516,15.077,3.201,8.711,4.909,-4.093,3.783,1.487,2.987,10.799,8.627,9.26,3.118,-1.667,3.983,8.296,4.266,1.629,4.234,12.587,-0.697,2.101,8.838,9.051,13.212,6.19,10.335,5.391,8.021,7.146,2.57,4.252,4.368,7.749,11.902,-0.899,-2.14,11.505,8.861,0.255,13.649,8.815,7.568,6.837,-0.154,10.338,14.54,6.836,11.016,11.283,8.761,4.626,0.482,4.881,8.848,2.957,10.064,6.604,14.748,2.534,3.134,0.511,1.126,1.56,9.088,9.309,5.937,7.647,1.381,13.72,10.357,-0.035,4.024,5.649,8.296,-2.886,10.176,12.024,10.895,9.255,5.543,11.243,9.624,9.24,10.121,11.399,11.214,12.421,8.036,9.602,6.854,5.344,8.884,5.71,6.004,8.571,12.362,1.794,9.563,7.818,6.276,13.058,3.122,0.334,-0.031,8.475,5.822,-1.396,1.553,3.441,10.557,8.338,7.13,8.538,11.137,-3.722,-1.303,8.368,9.022,15.223,9.806,3.019,10.033,14.108,5.669,10.059,1.104,3.667,6.546,-2.193,12.835,12.439,12.268,8.38,5.849,8.13,5.973,8.152,3.926,13.176,2.479,-0.693,5.666,11.682,12.713,7.577,11.948,9.628,8.584,1.389,5.929,0.298,0.38,12.815,11.371,12.349,4.569,1.367,4.41,8.983,11.488,0.472,6.269,10.039,3.801,3.875,10.527,8.408,13.252,3.029,-2.55,13.765,1.729,10.208,3.694,1.263,3.065,8.992,13.49,3.574,13.09,5.076,11.854,-1.587,14.988,6.868,5.182,0.912,3.995,4.185,-2.834,4.449,1.663,10.937,1.083,8.047,13.251,-3.9,2.317,11.242,8.217,3.066,5.972,10.161,9.287,-1.714,11.433,8.848,8.832,7.681,9.357,2.613,9.48,4.528,9.192,4.089,-0.817,13.377,-1.536,12.328,11.207,3.903,5.983,2.732,5.099,7.377,12.227,13.059,12.446,7.977,8.551,7.139,5.703,2.433,6.238,11.507,0.285,11.377,1.234,6.063,1.049,9.864,-0.543,3.581,2.951,8.784,7.177,7.632,-0.548,1.284,9.882,11.286,5.179,11.66,1.904,1.488,1.457,8.598,6.937,7.122,12.629,8.037,-0.712,1.823,0.023,1.281,7.75,7.107,2.093,10.456,6.813,9.508,0.613,7.958,10.787,-0.199,7.925,16.731,15.329,4.064,8.189,7.773,10.847,4.413,6.504,12.281,0.295,8.64,2.526,7.677,0.868,3.786,5.899,0.861,3.716,0.069,5.132,8.936,13.863,3.258,8.793,-1.017,4.478,7.606,5.386,7.964,13.122,5.785,7.14,7.664,1.154,1.509,-1.453,7.352,7.536,-0.601,-1.395,0.995,5.419,5.929,6.37,3.33,4.917,4.822,7.528,9.193,2.138,5.486,8.387,5.737,3.165,0.15,10.956,2.27,7.999,10.603,6.25,5.255,6.475,-0.137,6.08,-1.223,0.609,8.739,10.543,4.453,10.93,2.451,7.469,8.86,4.71,-0.927,1.841,8.376,11.169,7.201,3.033,7.632,3.833,-0.935,3.783,6.882,7.867,2.335,6.267,-0.92,5.594,6.556,2.987,0.605,6.093,11.459,-1.019,2.878,1.276,7.692,0.25,9.421,-0.375,9.573,10.852,-0.703,6.969,12.319,-1.162,3.96,1.824,7.458,12.632,2.514,6.941,6.613,4.099,10.735,10.206,0.093,-2.605,-2.873,-0.122,8.864,12.339,9.739,6.383,-2.942,7.687,4.087,8.805,5.833,7.235,10.497,7.728,5.792,1.854,5.042,11.826,6.183,9.25,-1.966,5.057,3.655,1.275,2.784,3.009,10.154,11.547,5.992,0.033,1.111,6.813,9.649,-0.86,4.596,7.381,6.7,6.526,6.587,-2.838,5.221,2.912,1.06,1.686,9.681,8.023,-0.728,4.047,0.685,10.95,-2.436,3.775,7.11,6.01,5.502,11.355,1.469,5.202,6.109,-0.545,7.456,10.023,-4.209,0.66,2.288,5.388,1.295,5.254,7.38,6.19,0.156,2.198,5.245,3.33,7.411,10.703,1.204,0.437,-0.534,10.103,3.849,8.544,5.326,7.425,10.485,6.664,4.112,7.277,-0.603,1.934,7.222,-0.283,6.257,3.81,2.59,-1.576,13.783,-1.657,5.074,4.134,1.637,5.237,8.637,-0.49,7.649,12.379,3.123,0.174,6.604,5.646,4.733,4.025,4.506,1.81,4.481,0.714,2.157,8.016,-0.236,8.029,6.253,3.383,5.156,1.543,2.972,5.46,-1.691,8.522,6.954,1.737,12.159,2.326,3.232,5.271,6.679,3.039,8.059,1.996,2.233,2.584,6.363,0.299,-1.741,10.364,1.843,-0.827,6.217,1.446,-3.226,-0.563,8.58,0.923,2.647,-2.749,3.176,8.964,6.573,1.657,0.173,-0.174,0.332,1.853,-1.83,-2.037,9.556,7.222,0.719,-1.361,2.571,7.535,0.258,6.232,12.091,-3.077,5.88,4.228,4.733,6.685,8.909,-1.646,3.366,1.22,9.385,-0.812,-0.217,4.911,3.663,-1.212,-1.894,0.159,1.995,2.131,2.636,4.237,-2.13,7.867,4.784,1.637,-2.882,-2.109,-0.49,0.087,3.183,1.169,4.965,0.298,6.004,2.098,4.917,1.55,0.138,0.806,0.559,2.797,1.612,5.71,3.133,3.028,-0.647,3.204,0.606,2.988,0.236,-2.393,1.805,1.87,0.06,2.668,1.729,-2.269,2.418,11.777,9.726,0.993,2.101,2.651,3.961,5.569,0.289,-1.666,2.133,4.183,-2.383,-0.394,-0.816,-5.262,3.594,-1.432,1.685,-0.301,2.946,-0.208,-0.621,2.204,-1.043,-0.982,1.578,1.775,1.012,-1.472,-0.085,0.237,1.151,0.681,0.53,1.213,0.616,0.712,1.973,3.751,0.338,-0.414,-1.7,-1.957,-0.217,0.585,1.708,2.089,3.901,1.254,-1.999,-3.776,5.618,2.75,-0.046,0.902,2.387,4.469,-0.621,-2.018,0.436,-1.643,-0.308,4.031,-1.181,2.052,2.063,6.425,1.697,2.761,4.809,2.621,-0.201,3.918,-1.212,0.663,-0.295,-0.053,3.299,1.816,1.31,1.054,-1.731,-1.517,2.679,0.11,-0.499,1.474,1.086,6.199,-0.702,6.016,0.811,2.751,1.827,2.614,-0.114,-1.451,3.409,3.475,1.754,3.679,-2.154,-0.696,0.863,4.326,1.081,3.231,0.274,1.386,-0.248,-1.66,5.045,3.732,4.103,1.922,0.492,2.575,-2.767,-0.313,-0.211,-3.708,1.549,-3.526,-0.276,-0.015,1.083,-1.292,-0.801,4.545,4.832,-0.902,2.01,1.793,1.077,-0.709,-0.604,3.778,0.813,-0.303,5.911,0.427,2.558,3.179,6.201,-0.678,3.932,-1.903,0.412,-1.329,-0.662,-0.155,-2.652,-1.832,3.003,3.396,-0.366,3.94,2.905,3.302,-0.309,2.494,0.521,1.052,4.725,1.29,4.341,3.08,-1.028,-2.251,-0.433,0.515,-1.515,-2.207,-0.356,-0.552,2.424,-2.683,2.289,1.025,-2.194,-0.801,4.565,4.348,-0.851,3.739,5.021,1.572,-3.29,10.135,22.771,11.136,13.291,12.094,15.924,14.259],"base_top":[[248058,22.771],[40,19.93],[760,17.882],[2665,17.358],[27775,16.731],[3928,16.281],[27,16.176],[1919,16.126],[248068,15.924],[45,15.68]]},"positions":{"tokens":[248058,198,27,1628,63319,25640,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,27,15704,60528,29,198,22,16,198,510,15704,29,198,27,15704,28,17571,29,198,15,24,19,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=row","_slice",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=index",">","\n","7","1","\n","</","parameter",">","\n","<","parameter","=","matrix",">","\n","0","9","4","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.0783,0.5309,0.0063,-0.9109,-1.6203,0.9054,0.1842,0.3696,0.0536,-0.8859,0.0862],[-3.9315,0.6265,7.7567,14.6162,-0.5182,-1.9227,1.4724,-0.7743,0.0512,-0.6545,-0.306],[-4.7012,-0.2978,10.9122,18.1922,-1.6832,-0.1252,0.5078,-0.1528,-0.0342,-0.9824,-0.21],[-2.0702,-0.6455,10.2316,16.9331,-2.47,0.3722,1.5037,-0.7824,-0.0739,-0.7484,0.0526],[-2.5942,-0.9911,9.4721,17.8791,-2.6667,-0.5094,-0.3657,-0.2143,-0.0373,-1.2253,0.5616],[-4.1996,-2.1675,9.0822,19.3959,-1.2446,-1.2443,0.8387,-1.0185,-0.0916,-1.5549,0.4468],[-5.2659,-1.042,10.3277,21.8182,-0.8236,-1.9976,0.2398,-0.7776,-0.0966,-1.1703,0.2804],[-5.3997,-0.191,11.0152,21.3648,-2.2043,-1.4197,1.7967,-0.2784,-0.0455,-1.0097,-0.0964],[-5.0344,-0.3577,12.0077,17.3374,-1.5912,-1.1696,0.4179,-0.3286,-0.2901,-1.1032,-0.1706],[-0.5715,-1.5008,9.5419,14.0258,-2.4419,-0.9864,2.4921,-0.5429,-0.2749,-0.9526,0.0805],[-1.6751,-0.9194,10.4051,16.8817,-3.1664,-0.928,-0.8878,-0.4195,-0.2989,-1.2307,0.5324],[-1.099,-1.0316,12.3652,14.7418,-2.1912,-1.1748,0.0728,-0.778,-0.2269,-1.4607,-0.06],[-3.8047,-2.1038,11.3582,22.4852,-1.3198,-2.2156,0.7082,-0.7918,-0.1294,-1.5591,0.14],[-3.1867,-1.236,13.0099,19.5715,-2.3505,-1.1736,1.9809,-0.1535,-0.1819,-1.3423,-0.1194],[-1.8711,-1.5775,16.4776,16.3256,-0.7489,-1.1857,-0.538,-0.5028,-0.2423,-1.4772,-0.2146],[-4.8827,-1.2672,10.9472,22.6473,-1.162,-1.7284,2.1791,-0.5888,-0.0223,-1.7835,-0.1944],[-4.7516,-1.1879,12.8069,19.7072,-2.2983,-1.0735,1.0675,-0.6067,0.0534,-1.4351,-0.4626],[-2.4476,0.0901,10.7945,15.1222,-1.6506,-0.3211,1.1615,-0.5512,-0.0132,-0.7458,-0.6389],[-4.7216,-0.0231,9.7088,20.7973,-1.1621,-2.2568,1.2758,-0.8929,0.152,-1.3167,-0.0133],[-2.5509,-0.2384,12.373,21.6515,-2.2284,-0.0214,2.1489,-0.0483,0.1745,-1.3879,-0.1125],[-4.927,-0.2032,10.9576,17.4513,-1.8602,-0.4858,0.7751,-0.2133,-0.1656,-1.1059,-0.1005],[-1.5497,-1.0017,10.9057,16.7562,-2.5022,-1.2982,2.2739,-0.2918,-0.0765,-1.0092,-0.0013],[-1.5245,-0.9564,11.1501,17.6919,-2.9896,-0.8378,-0.564,-0.1855,-0.1813,-1.4533,0.4262],[-4.1805,-1.4601,10.9537,22.0913,-2.6805,-1.8975,1.0184,-0.9377,-0.0424,-1.1538,-0.0466],[-3.9588,-0.5775,13.6909,21.3929,-3.318,-0.6995,2.3971,-0.537,0.2136,-1.1354,-0.2636],[-2.3418,-0.7783,18.0033,18.6132,-1.4803,-0.0359,-0.795,-0.5464,-0.0295,-1.3383,-0.2144],[-3.2018,-1.2448,12.9599,21.7172,-0.6141,-1.225,-1.3911,-0.7462,0.2691,-1.4723,-0.2158],[-4.2423,-1.1723,12.4015,21.5328,-2.4832,-1.9252,0.8879,-0.4758,0.1839,-1.2817,0.0869],[-4.8869,-1.2611,13.0511,19.3479,-2.5307,-0.5888,1.1286,-0.4311,0.1722,-1.3094,-0.1872],[-2.693,-0.0346,10.6855,16.2449,-1.2239,-0.6892,1.9099,-0.3328,0.0345,-0.8015,-0.51],[-4.7039,-0.1418,10.5836,20.7962,-1.7613,-2.3775,1.6027,-0.8158,0.014,-1.4131,-0.0292],[-3.6717,-0.5865,11.7474,20.3505,-3.0269,-0.5089,2.8485,-0.1616,-0.0808,-1.6868,0.1247],[-4.766,-0.2965,11.1733,17.4568,-1.6042,-0.6929,0.9445,-0.4254,-0.2248,-1.2753,-0.0789],[-0.2987,-0.5748,9.3906,13.2246,-2.6736,-1.3262,2.8233,-0.1995,-0.1883,-0.8326,0.0159],[-1.4315,-0.8919,11.7227,16.5458,-3.5701,-0.9759,-0.656,-0.0894,-0.125,-1.3357,0.5584],[-1.0492,-0.7317,13.4998,17.1895,-2.7823,-0.931,0.3644,-0.7738,-0.2504,-1.6236,-0.0504],[-3.915,-1.9894,10.6995,22.3715,-2.1761,-2.2428,0.1416,-0.5952,-0.0601,-1.765,0.3505],[-3.7851,-1.2314,13.731,21.1238,-3.2416,-1.0008,1.5358,-0.4539,0.1121,-1.4944,0.0415],[-2.2811,-1.2174,17.9217,17.732,-2.1972,-0.7464,-1.2693,-0.2835,-0.0903,-1.47,-0.1997],[-3.5013,-2.5532,14.6066,21.6153,-0.2639,-2.2789,0.2397,-0.5588,0.0767,-1.6356,-0.3093],[-3.1254,-2.406,14.0755,21.9713,-0.0635,-1.3017,-0.308,-0.9887,0.2632,-1.8599,-0.2994],[-4.4034,-1.2719,11.6178,20.8015,-0.3671,-1.2836,1.2657,-0.4101,0.1941,-1.7189,-0.0923],[-4.2709,-0.7967,11.2912,18.4853,-0.8501,-0.8569,0.8208,-0.4814,0.2047,-1.437,-0.5584],[-2.9289,0.0422,12.0025,18.511,-1.6437,-0.9646,0.9581,-0.425,0.0499,-0.8123,-0.6463],[-4.0099,-0.0483,9.0384,20.0483,-0.3869,-2.1117,0.2557,-0.7007,0.3123,-1.2196,-0.1214],[-4.9093,-0.8322,10.769,20.2775,-0.7087,-1.2838,2.2107,0.1351,0.2115,-1.2634,-0.3328],[-4.9004,0.2857,11.4382,17.8196,-0.7776,-0.5619,-0.298,-0.2694,-0.0549,-1.0828,-0.1684],[-3.9207,-0.1887,9.6802,16.0215,-1.5917,-0.7062,-0.6855,-0.7459,0.0184,-1.052,-0.3619],[-4.2155,-0.7013,6.3948,13.2506,-0.9946,-1.1786,1.7539,-1.1916,0.2202,-0.8905,-0.0987],[-3.9281,-2.2996,11.7518,17.5064,-1.3104,-0.2458,2.2706,0.3985,0.3201,-1.0337,-0.0851],[-3.863,-0.4814,8.4438,12.8254,-1.5694,-1.3452,-0.3182,-0.8914,0.0019,-1.1203,0.3127],[-3.0524,0.2512,9.2208,13.6035,-2.0631,-0.209,-1.7326,-0.9945,-0.0642,-1.5414,0.1187]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=row_slice>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=index>\n71\n</parameter>\n<parameter=matrix>\n094\n</parameter>\n</function>\n</tool_call>","n_tokens":52,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=row_slice>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=index>\n71\n</parameter>\n<parameter=matrix>\n094\n</parameter>\n</function>\n</tool_call>","n_tokens":52,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=row_slice>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=index>\n71\n</parameter>\n<parameter=matrix>\n094\n</parameter>\n</function>\n</tool_call>","n_tokens":52,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0045","set":"final","cohort":"valid_call","family":"partition","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_22235 {\"p_1_81\": \"023\", \"p_2_39\": 37}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_106, reference 034. These are not inputs to this request.\nCarry out this request: split a partition into a specified number of parts.\nStarting partition identifier: \"023\". Number of parts: 37.","tools":[{"function":{"description":"Merge a specified number of adjacent partitions. Inert synthetic operation.","name":"fx_17573","parameters":{"additionalProperties":false,"properties":{"p_1_81":{"description":"Starting partition identifier","type":"string"},"p_2_39":{"description":"Number of parts","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_81","p_2_39"],"type":"object"}},"type":"function"},{"function":{"description":"Split a partition into a specified number of parts. Inert synthetic operation.","name":"fx_22235","parameters":{"additionalProperties":false,"properties":{"p_1_81":{"description":"Starting partition identifier","type":"string"},"p_2_39":{"description":"Number of parts","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_81","p_2_39"],"type":"object"}},"type":"function"}],"prompt_tokens":649,"decision":{"rms":0.3870824016095244,"sumsq":153.42774849105626,"hb":[0.00025,-0.07137,-2.0764,0.3514,-1.56822,0.05273,-0.62363],"lse":23.211446350835356,"logits":[13.217,12.734,11.639,11.514,10.95,11.657,8.989,8.069,10.553,11.203,10.154,15.862,11.091,9.783,13.875,9.724,8.713,13.819,10.348,9.478,20.076,9.458,10.442,12.558,12.31,12.228,9.172,9.978,11.959,8.167,9.073,13.825,13.765,8.18,12.474,14.138,10.268,11.972,9.332,9.845,12.868,8.895,7.98,11.729,5.305,7.214,-0.325,11.226,8.167,13.457,6.265,8.655,9.325,9.003,9.707,6.709,10.805,13.772,9.455,5.808,8.024,13.843,5.89,8.752,10.942,11.169,4.163,9.676,2.233,16.729,7.983,7.064,8.358,-1.13,9.084,2.82,9.257,6.802,8.064,8.824,9.468,9.86,7.871,8.663,11.588,6.24,7.33,5.232,9.242,11.802,2.549,4.625,15.193,11.97,1.85,6.028,11.766,-2.194,4.243,2.188,6.203,8.327,0.828,7.01,-0.841,13.231,9.809,5.377,7.889,11.11,6.736,9.496,5.732,6.197,7.134,10.892,15.618,4.311,7.911,7.259,12.228,10.926,12.047,13.399,12.498,10.943,3.687,12.433,7.797,9.974,0.707,5.99,4.482,6.028,12.506,7.338,4.242,12.191,5.923,9.482,7.997,13.092,11.808,5.323,0.001,5.757,10.791,1.058,14.466,3.588,-0.388,9.183,8.291,6.029,4.72,9.249,6.264,9.486,8.399,9.262,7.139,4.893,11.088,-0.903,7.452,4.308,9.487,7.961,-5.954,10.283,11.08,10.027,11.624,8.433,9.485,6.424,7.073,7.248,11.079,7.395,5.685,4.358,11.164,4.664,7.596,14.344,4.63,11.094,-2.661,9.574,9.573,3.175,9.985,15.468,4.078,3.62,9.516,10.234,9.038,4.17,8.387,12.057,6.867,3.423,12.031,7.934,8.438,6.644,6.529,11.342,4.547,9.955,13.598,2.637,5.031,7.204,-3.982,-0.884,6.172,6.029,6.425,8.367,7.703,4.621,-1.878,8.34,5.853,3.668,4.299,4.699,9.935,-0.48,2.779,5.675,8.365,10.297,3.21,9.912,5.623,7.959,11.167,5.182,3.643,4.668,4.663,13.212,0.539,-4.629,7.371,9.029,-0.976,10.802,7.702,7.822,4.878,-2.467,11.766,11.792,6.886,11.001,8.211,10.715,6.618,1.008,6.295,6.004,13.686,9.88,2.687,13.359,-0.357,4.325,0.695,0.804,1.69,7.038,6.707,7.951,6.659,-0.305,8.484,9.405,0.093,5.265,6.133,8.288,2.633,6.014,11.114,10.435,8.287,6.356,10.064,7.785,8.316,9.573,8.552,9.905,12.512,8.681,10.273,6.014,5.083,7.008,5.509,4.189,3.843,9.933,1.763,8.965,8.138,3.242,12.05,3.596,-1.09,-4.041,7.831,8.348,-6.395,0.545,5.75,9.49,8.578,9.167,8.033,10.938,-1.588,-3.103,6.107,10.605,14.878,9.303,2.93,9.443,12.146,7.843,8.44,2.515,3.323,6.554,-2.566,9.889,11.182,12.778,8.52,5.107,8.744,3.036,5.583,1.644,8.555,5.569,-2.823,5.481,9.763,11.86,7.979,10.098,8.224,9.249,3.808,5.25,-1.266,-0.283,10.957,10.026,11.529,5.311,4.428,3.437,9.852,10.259,0.355,5.274,9.904,6.846,3.493,9.612,7.238,13.504,4.166,-0.76,14.079,3.876,7.69,5.989,1.752,2.986,8.314,10.738,4.767,10.069,3.526,10.838,0.943,9.504,7.973,2.156,2.355,1.289,4.499,-0.781,5.204,1.183,11.83,0.86,8.759,10.179,-3.318,1.715,12.181,8.857,0.703,6.117,8.419,8.519,-3.591,12.267,14.426,9.368,7.163,10.694,2.705,7.523,10.692,8.151,4.582,0.722,12.24,-1.177,12.163,8.053,2.72,4.69,2.774,4.824,8.082,7.59,11.619,9.891,8.806,5.898,7.384,5.958,2.971,3.905,9.557,0.21,13.693,0.441,6.971,-0.865,10.558,-2.477,4.617,2.589,9.256,6.772,5.024,0.759,3.218,9.183,9.952,5.292,8.433,3.6,-0.529,2.713,8.329,8.459,8.297,13.332,8.523,0.238,3.027,3.624,0.401,5.679,5.41,3.38,6.603,5.887,9.438,1.65,5.302,9.463,-0.223,8.436,15.123,9.84,5.767,5.574,6.848,7.482,5.488,5.676,10.666,0.827,6.393,2.324,6.288,0.199,2.487,6.287,0.439,5.707,2.003,4.203,9.646,13.563,3.465,8.355,1.144,4.093,7.707,3.245,5.546,12.509,3.678,5.01,8.815,1.683,3.152,-0.483,4.847,6.097,0.977,-2.158,0.719,5.112,5.324,4.919,3.96,6.34,4.777,3.896,8.138,3.124,3.163,5.244,4.503,-0.175,-0.375,11.185,-0.054,6.821,10.177,5.647,5.132,7.158,3.284,6.269,-2.327,1.916,6.885,11.065,6.202,10.538,0.992,7.462,7.931,5.111,-0.468,4.036,7.217,9.669,6.808,2.042,9.884,2.913,-0.542,5.533,3.822,8.419,2.841,4.432,-3.832,3.759,6.055,1.095,4.562,8.045,8.376,-0.472,4.957,1.294,7.386,1.954,11.674,-2.309,9.764,8.617,-1.022,5.737,8.376,-0.955,2.627,2.682,4.837,13.46,0.89,6.316,7.191,5.0,11.306,9.23,2.9,-1.861,-2.865,1.897,7.01,8.806,8.308,6.813,-0.205,6.822,3.529,7.354,3.754,7.413,10.079,3.402,6.273,1.484,4.839,11.085,3.774,8.229,-2.344,3.904,4.307,1.264,5.063,2.049,7.798,12.026,6.188,1.526,1.55,3.065,10.678,-2.724,6.057,7.059,6.975,6.831,5.511,-2.666,-0.426,3.572,-0.408,1.049,10.923,7.273,-5.607,0.995,-0.535,10.343,-0.294,3.277,8.698,8.265,5.478,8.398,1.455,7.675,6.342,-2.725,6.664,9.075,-3.909,-1.646,3.23,6.22,1.339,5.935,7.204,5.609,1.826,3.419,3.356,1.586,6.045,11.014,3.059,3.703,-0.397,9.558,6.86,7.932,5.228,5.335,9.917,6.286,2.201,6.337,3.115,2.695,6.506,1.585,6.282,1.405,0.484,-1.023,12.734,-1.892,5.418,1.814,0.025,6.081,8.196,-1.943,6.403,12.374,0.92,0.671,2.366,5.85,5.596,2.6,3.295,2.018,4.113,2.878,1.503,8.877,-0.1,8.793,7.858,5.23,4.074,-0.853,4.383,5.28,1.196,7.16,8.121,1.741,11.887,3.036,2.579,3.288,6.338,4.343,5.987,3.884,-1.026,3.413,5.788,1.469,0.71,9.491,-2.214,1.718,7.096,2.965,-2.092,2.457,5.685,0.983,1.942,-3.017,1.15,8.919,3.536,4.078,1.524,1.163,-1.239,2.993,0.685,-3.866,6.046,6.824,2.093,-1.221,1.794,7.026,0.906,5.992,10.071,-0.547,4.681,4.898,4.252,2.529,10.653,-1.725,3.664,1.001,7.81,-0.692,-0.297,5.383,2.294,1.138,0.022,-0.036,0.887,1.344,2.465,4.475,-0.953,5.34,4.759,1.291,-2.21,-1.848,-2.139,0.052,1.918,1.478,5.469,0.781,5.472,1.521,6.507,2.223,2.229,2.588,1.573,2.911,1.355,3.08,3.828,3.938,0.225,2.702,-0.62,3.409,0.093,-3.919,1.804,1.92,1.293,1.175,2.102,0.632,2.293,12.439,9.055,2.716,3.772,3.291,1.588,4.468,0.733,-1.535,3.277,1.891,-2.656,1.217,-0.966,-5.027,5.131,0.652,2.857,0.449,2.454,-1.028,-2.531,2.26,-2.148,-1.585,-0.531,1.514,1.189,-0.673,-0.538,-2.428,2.535,2.41,0.16,0.878,-0.581,-1.424,1.39,1.749,0.794,-0.53,-3.039,-0.44,-0.609,0.335,2.365,1.81,3.99,3.064,-1.669,-0.948,4.856,3.407,-0.468,1.036,4.784,4.756,0.912,-2.787,0.047,1.56,-0.318,4.472,-0.49,2.535,2.084,5.959,1.384,0.636,4.47,2.984,0.013,5.715,-1.101,1.423,0.496,-0.075,5.151,1.205,1.557,1.407,-3.108,-0.5,3.963,0.245,0.234,2.318,2.319,3.422,1.147,4.596,-0.001,3.631,0.063,-0.613,1.23,-0.673,3.625,1.067,1.277,2.764,-2.316,1.01,3.186,4.936,1.365,3.659,2.598,4.222,1.316,0.118,4.251,4.428,2.821,0.878,0.813,2.808,-1.574,-1.325,-1.575,-4.074,1.906,-1.531,0.857,-2.254,0.759,0.05,-0.148,6.373,4.073,0.853,3.567,2.258,-0.282,0.225,1.6,5.661,2.258,-0.4,6.091,1.426,3.471,4.052,3.582,0.411,4.733,-1.8,2.665,-0.083,-0.618,0.437,-4.012,0.37,1.885,2.333,0.07,5.469,5.94,3.933,-0.92,3.448,2.474,0.483,6.952,1.057,4.282,4.514,-1.518,-1.415,-0.823,-0.099,-1.894,-0.482,-0.155,-2.127,1.223,-1.208,0.869,2.141,-0.312,-1.895,3.187,2.714,1.84,1.871,5.589,1.124,-2.871,9.993,23.156,12.825,10.872,11.105,14.845,13.48],"base_top":[[248058,23.156],[40,20.076],[760,16.729],[27,15.862],[1919,15.618],[4520,15.468],[1206,15.193],[27775,15.123],[12189,14.878],[248068,14.845]]},"positions":{"tokens":[248058,198,27,1628,28,8040,62,17,17,17,18,20,29,198,27,15704,16874,62,16,62,23,16,29,198,15,17,18,198,510,15704,29,198,27,15704,16874,62,17,62,18,24,29,198,18,22,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","fx","_","2","2","2","3","5",">","\n","<","parameter","=p","_","1","_","8","1",">","\n","0","2","3","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","3","9",">","\n","3","7","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.8131,-1.6803,0.2328,-0.2371,-1.5134,0.6864,-0.2016,0.0104,0.1421,-1.0116,0.1669],[-4.8579,-0.0732,7.7955,15.6491,-1.165,-1.7782,2.1653,-0.7167,0.1717,-0.593,-0.326],[-5.1974,-1.5703,11.8254,18.6194,-1.3709,-0.7074,0.0049,-0.1908,0.1552,-0.9676,-0.0683],[-2.5449,-2.1198,10.2908,16.7052,-2.3009,-0.6145,1.6437,-0.7638,0.0942,-0.8235,-0.0067],[-2.6821,-2.7267,11.2306,16.8476,-2.3471,-0.9189,-1.2359,-0.5535,0.3628,-1.2551,0.6334],[-2.4906,-2.242,14.6625,17.3051,-1.113,-1.233,-0.6188,-0.813,0.4257,-1.5817,0.0499],[-4.1712,-1.7133,12.5774,21.9116,-2.0085,0.4097,-0.0148,-1.2737,0.3566,-1.3612,0.1783],[-2.7563,-1.9935,16.4219,21.038,-1.0735,-0.3623,-0.8979,-0.6596,0.3028,-1.3512,-0.3908],[-3.4319,-1.6406,14.2663,21.25,-0.5124,-1.4055,-0.0001,-1.3565,0.3288,-1.4631,-0.424],[-4.2537,-1.7259,12.1853,19.4968,-0.7436,-1.7995,-0.7263,-1.2555,0.1668,-1.3803,-0.3634],[-4.2277,-1.9291,12.0044,18.9707,-0.0527,-3.1166,0.0269,-1.458,-0.0921,-1.4077,-0.2599],[-3.268,-1.3923,11.9745,21.3717,-0.6339,-2.9555,-0.938,-1.6264,0.2046,-1.2303,-0.386],[-4.9257,-1.3367,10.4156,22.6077,-1.2375,-2.4345,1.0014,-0.6789,0.0527,-1.1766,-0.0291],[-5.5899,-0.9444,9.8117,20.8616,-2.2284,-2.2326,1.2576,0.1742,0.0798,-0.9719,-0.1634],[-4.594,-0.7047,10.6985,17.5629,-1.762,-1.5748,-0.3621,-0.0981,-0.2321,-1.0402,-0.3062],[-1.3559,-1.3262,9.8989,17.7088,-2.129,-1.3661,3.0678,-0.2449,-0.144,-0.9484,-0.4967],[-1.8824,-2.1615,9.8298,20.2808,-2.5883,-1.27,-1.0997,-0.6132,-0.066,-1.1271,0.1337],[-3.5589,-1.4891,10.6139,22.1476,-2.7889,-1.5322,0.5319,-0.8434,0.1504,-1.3236,-0.0932],[-2.4287,-2.1805,14.6192,22.6654,-2.5911,-1.0188,-0.5691,-0.2695,0.1445,-1.4117,-0.5619],[-3.7787,-2.3021,10.6567,22.0794,-1.4699,-1.2545,1.1184,-1.1975,0.0356,-2.0968,-0.046],[-3.0588,-2.989,14.4991,21.0909,-1.0802,-0.921,0.5348,-0.4308,-0.066,-1.7829,-0.5284],[-3.7484,-1.5951,12.1905,22.2103,-0.536,-2.3744,-0.0646,-0.7943,0.0754,-1.5036,-0.3732],[-4.6124,-1.9515,11.7153,22.4321,-1.477,-2.6499,0.1251,-0.6042,-0.0267,-1.5539,-0.0435],[-3.9554,-2.1235,14.0845,20.217,-3.1809,-1.4845,2.0505,-0.2269,0.3101,-1.3015,-0.2206],[-2.4592,-2.298,17.7063,17.2248,-2.0681,-1.19,-1.2799,-0.1964,0.1213,-1.3684,-0.2945],[-3.4338,-1.6137,14.3675,21.1048,-0.39,-1.5349,-0.3237,-0.8169,0.3307,-1.3435,-0.3423],[-4.5722,-2.8217,12.9394,21.4567,-0.49,-2.4018,-0.0079,-0.7844,0.0412,-1.7436,-0.2571],[-3.7064,-1.7255,11.9129,20.8544,-1.5928,-2.1457,0.4619,-0.429,0.1397,-1.5266,-0.1171],[-4.0991,-2.244,12.8304,19.4143,-1.7776,-1.712,0.4456,-0.4379,0.2443,-1.4686,-0.5857],[-3.0991,-0.0659,11.0515,16.8326,-1.8955,-1.0846,0.755,-0.3864,-0.0091,-0.7848,-0.6352],[-5.0683,-0.1545,9.3175,21.9442,-1.4323,-3.3929,1.3319,-0.9273,0.2326,-1.2065,-0.3335],[-3.5908,-1.0321,11.955,21.5507,-3.0604,-0.2806,0.8295,-0.0854,0.1384,-1.3457,0.1113],[-4.8241,-0.6567,10.8895,18.905,-2.008,-0.8069,-0.427,-0.3121,-0.117,-1.0864,-0.2907],[-1.781,-1.3731,11.2078,19.0406,-3.0495,-1.3035,2.5835,-0.496,0.0027,-0.8795,-0.2795],[-2.3844,-1.898,9.9171,20.4849,-3.0199,-1.2023,-0.9819,-0.7308,0.0476,-1.1763,0.1308],[-3.6254,-0.9973,10.4782,20.7321,-2.8307,-1.7728,0.723,-0.944,0.3032,-1.2699,-0.0641],[-3.0488,-2.6173,14.8964,22.0452,-2.5325,-1.4387,0.018,-0.5197,0.2332,-1.3837,-0.5928],[-3.8281,-2.2133,11.2395,22.32,-2.5372,-1.7404,1.0472,-1.3397,0.1889,-1.9712,-0.0423],[-3.1766,-3.5478,14.4717,20.5386,-2.7524,-2.4328,-0.2711,-0.9303,0.0417,-1.8153,-0.6179],[-3.0106,-2.387,12.5477,21.5449,-1.0789,-2.1321,0.099,-1.0279,-0.0119,-1.4235,-0.286],[-4.4097,-1.2704,11.7349,22.1346,-2.5079,-3.075,1.4812,-0.734,0.1439,-1.2195,-0.0534],[-4.5808,-1.4167,13.483,20.778,-3.673,-1.7205,1.8364,-0.2816,0.2443,-0.9806,-0.3263],[-3.2214,-2.1881,17.8593,18.4464,-2.4035,-1.1269,-2.0008,-0.3608,0.0097,-1.2216,0.0231],[-3.4852,-1.1938,12.5256,20.9765,-0.4702,-1.3103,-0.5624,-0.6826,0.203,-1.1664,-0.4454],[-4.7779,-1.116,11.8682,22.0853,-1.9169,-1.9579,-0.3219,-0.4799,0.064,-1.4151,-0.1781],[-4.9495,-1.6789,12.1714,19.3869,-1.9377,-0.9217,0.4441,-0.4591,0.2311,-1.2966,-0.3094],[-2.9916,0.1975,11.48,17.0302,-1.8509,-0.8784,1.1148,-0.6485,0.0832,-0.6883,-0.5077],[-3.8594,0.0026,8.78,20.5883,-1.2099,-2.2809,0.9515,-0.8233,0.2129,-1.0775,-0.0503],[-2.8275,-0.7475,9.9778,21.1016,-1.5141,-0.572,2.1309,-0.1875,-0.0292,-1.1448,-0.2466],[-3.6323,0.0297,9.6788,16.3435,-1.0786,-0.3114,-0.2143,-0.6503,-0.1188,-1.2417,-0.236],[-1.0241,-1.0801,10.3661,17.7995,-2.8322,-0.9145,2.3889,-0.3249,-0.0816,-0.7335,-0.304],[-2.0537,-1.7728,9.8425,20.5695,-2.3624,-1.5961,-1.5512,-0.645,-0.1327,-1.0896,0.0204],[-2.2841,-0.1535,10.5476,19.7385,-1.7228,-3.0124,-0.6228,-0.6741,-0.0016,-1.3713,-0.0901],[-4.2981,-1.5842,11.1533,21.8768,-0.8684,-2.16,-0.5727,-0.8929,-0.075,-1.6768,0.0384],[-2.7563,-0.8677,13.2229,20.0335,-2.4005,-2.2306,0.7198,-0.2765,-0.0922,-1.2975,-0.0134],[-1.1991,-1.0499,16.6321,16.4117,-1.4022,-2.3884,-1.2873,-0.5784,-0.0946,-1.4615,-0.0559],[-4.1202,-0.9379,11.1274,22.3698,-1.5218,-2.2288,1.1333,-0.5556,0.0839,-1.5266,-0.091],[-4.5927,-1.2161,12.1543,18.7544,-1.867,-0.6132,0.6529,-0.6377,0.2826,-1.239,-0.5769],[-2.891,0.0247,11.6547,16.8031,-1.7078,-0.5862,1.0599,-0.6662,0.1612,-0.6062,-0.6676],[-4.0591,-0.0056,7.7691,19.1163,-0.5994,-2.409,0.3506,-0.7332,0.3515,-1.0779,-0.0245],[-4.5485,-0.676,10.0382,20.9837,-1.5365,-1.8881,1.8216,-0.1786,0.2183,-0.9598,-0.1329],[-5.2795,0.1374,11.1168,17.8906,-0.9303,-0.8292,-0.7024,-0.4137,0.0034,-0.8847,-0.1018],[-4.0275,-0.1305,9.9376,16.8297,-1.4332,-0.7677,-0.5051,-0.7448,0.1961,-0.8819,-0.3023],[-4.5693,-0.1653,5.2679,12.5586,-0.4374,-1.6378,2.1921,-1.201,0.2416,-0.8254,-0.156],[-3.8295,-2.4348,10.1346,17.7467,-1.78,-1.5856,3.0892,-0.0448,0.2046,-0.81,-0.0477],[-4.6208,-0.3069,8.361,12.6671,-2.1058,-1.1488,-0.2968,-0.6469,-0.132,-1.0088,0.151],[-3.5073,-0.9358,9.599,13.7716,-2.055,-0.3756,-2.0592,-0.8944,-0.1238,-1.5486,0.0916]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_22235>\n<parameter=p_1_81>\n023\n</parameter>\n<parameter=p_2_39>\n37\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=fx_22235>\n<parameter=p_1_81>\n023\n</parameter>\n<parameter=p_2_39>\n37\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_22235>\n<parameter=p_1_81>\n023\n</parameter>\n<parameter=p_2_39>\n37\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0133","set":"final","cohort":"valid_call","family":"schedule_offset","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> fx_30100 {\"p_1_42\": \"cedar_908\", \"p_2_10\": 16}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_677, reference 014. These are not inputs to this request.\nPlease schedule an event later by minutes.\nAdjustment in minutes: 16. Event identifier: \"cedar_908\".","tools":[{"function":{"description":"Schedule an event earlier by minutes. Inert synthetic operation.","name":"fx_87800","parameters":{"additionalProperties":false,"properties":{"p_1_42":{"description":"Event identifier","type":"string"},"p_2_10":{"description":"Adjustment in minutes","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_42","p_2_10"],"type":"object"}},"type":"function"},{"function":{"description":"Schedule an event later by minutes. Inert synthetic operation.","name":"fx_30100","parameters":{"additionalProperties":false,"properties":{"p_1_42":{"description":"Event identifier","type":"string"},"p_2_10":{"description":"Adjustment in minutes","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_42","p_2_10"],"type":"object"}},"type":"function"}],"prompt_tokens":640,"decision":{"rms":0.3651908807698398,"sumsq":136.5641005029902,"hb":[-0.0073,0.00492,-1.67438,0.21035,-1.2397,0.06142,-0.45206],"lse":23.160939917180748,"logits":[12.291,12.585,11.112,11.79,11.121,9.802,8.017,7.785,10.018,10.635,9.821,15.677,10.61,8.336,12.985,9.085,9.404,12.43,9.479,9.146,19.014,7.97,8.846,14.08,13.126,12.082,8.35,12.088,11.926,8.178,8.222,14.108,12.12,6.526,11.834,12.154,8.911,10.116,7.686,7.32,12.924,6.546,5.551,11.893,3.176,8.172,-1.349,9.7,5.77,12.811,5.509,7.58,9.456,7.108,7.806,3.716,10.386,12.712,9.877,5.297,7.195,12.515,4.655,8.423,9.598,11.22,2.525,7.606,2.74,16.172,8.178,8.297,7.859,-0.165,8.786,2.975,8.268,6.224,7.973,7.555,8.555,10.187,6.925,6.779,9.645,5.176,8.117,3.713,8.393,12.642,1.824,3.87,13.514,11.332,3.375,5.185,9.853,-3.734,2.754,1.757,8.868,7.586,-0.26,8.604,-0.988,11.998,8.311,3.832,5.656,10.603,5.427,9.333,5.398,5.999,4.86,10.169,14.854,2.821,8.216,10.278,11.391,10.329,11.268,13.651,11.487,12.256,1.632,11.199,8.626,7.22,-0.077,5.074,4.168,4.923,11.642,9.229,6.333,10.836,4.05,8.832,7.708,12.113,12.857,2.928,-1.771,5.493,9.527,0.858,16.009,1.925,-1.812,8.438,6.664,4.86,1.271,9.8,4.761,5.967,7.336,9.503,5.333,3.992,8.818,-2.005,6.343,4.294,9.366,8.985,-6.62,10.083,9.15,9.71,10.945,6.735,8.628,8.416,9.858,6.363,10.673,7.26,5.081,2.098,9.59,3.677,8.264,14.897,4.651,11.065,-2.083,8.795,8.314,3.668,9.136,13.196,4.875,2.283,8.542,9.546,8.74,5.125,6.521,13.103,4.864,4.919,10.144,6.537,10.431,9.305,4.011,9.836,1.831,10.471,13.99,3.704,4.826,4.62,-1.251,3.262,3.811,4.147,8.669,7.265,8.124,3.086,-3.012,7.771,8.828,3.893,0.886,2.437,10.792,-0.606,2.559,6.155,9.516,10.823,5.047,7.425,2.129,7.647,7.555,1.981,4.253,4.52,4.508,12.371,2.032,-2.71,8.918,8.553,-1.696,11.287,6.896,6.847,3.08,-0.072,11.474,11.682,6.099,9.587,10.937,9.831,5.567,1.607,2.932,7.657,10.719,9.586,3.781,14.088,0.074,2.016,1.398,1.083,1.865,7.837,5.81,6.418,5.44,-0.712,12.475,7.846,-0.361,4.687,4.705,8.711,1.044,6.813,11.422,10.22,6.279,5.011,9.834,8.47,6.507,9.79,10.313,10.107,11.932,7.223,8.766,6.89,4.547,6.239,5.453,4.668,5.149,8.953,1.085,7.958,8.203,4.477,11.245,3.786,-1.217,-2.998,6.935,7.881,-5.298,0.665,4.731,7.637,6.945,7.129,7.0,8.381,-4.185,-4.427,6.89,9.862,12.692,7.161,3.1,7.869,12.275,6.255,7.356,1.305,1.59,5.304,-0.713,10.564,12.375,11.912,7.489,8.099,7.763,4.939,7.765,4.428,11.167,5.535,-0.74,1.935,9.344,11.274,6.167,10.213,7.418,8.9,-0.546,4.14,-1.774,-1.499,11.382,11.314,11.108,4.338,2.703,4.045,10.621,10.192,-0.356,4.752,8.524,5.701,3.896,8.769,6.716,13.092,2.35,-3.688,13.081,4.024,6.555,6.05,1.496,2.736,8.207,12.11,3.682,10.481,2.22,9.244,-0.684,9.17,7.591,2.912,1.803,2.934,5.926,-2.46,6.668,0.659,10.366,1.211,9.069,10.794,-2.721,-0.055,11.384,7.152,1.283,5.211,6.878,7.727,-1.131,11.087,7.807,11.065,8.424,8.362,2.284,8.713,8.127,6.973,3.612,-0.285,9.781,-1.688,10.757,8.339,4.884,6.104,0.788,6.38,5.904,3.904,11.87,11.485,7.49,7.413,6.132,4.678,0.832,3.233,8.878,-0.249,10.698,2.2,5.644,1.283,10.211,-1.159,4.156,3.396,7.067,6.271,2.709,1.251,1.712,8.306,11.049,3.966,9.374,2.625,-0.434,2.686,7.352,8.766,6.36,12.605,7.064,-0.421,2.456,2.198,0.848,5.526,4.278,2.688,8.727,5.271,7.428,-0.984,4.397,9.943,-1.129,8.028,14.583,7.677,7.215,5.359,5.985,8.188,6.478,5.257,11.743,0.516,6.048,1.571,3.309,-0.422,2.735,3.324,1.56,13.508,0.487,3.324,9.843,12.628,2.601,8.17,0.201,3.501,6.811,2.515,7.806,11.366,5.123,5.273,6.809,0.546,0.858,-2.344,4.593,5.244,1.383,-0.355,3.664,4.937,5.078,6.331,3.432,4.464,7.111,4.31,9.451,4.388,2.856,5.503,3.644,3.352,0.412,12.581,0.867,8.679,9.932,5.606,2.855,6.345,0.904,5.037,-2.365,1.557,7.443,8.622,6.247,11.831,3.399,6.708,6.432,4.659,-0.713,3.214,6.782,8.742,4.49,1.98,8.702,3.219,-1.17,3.627,6.65,7.361,-0.023,4.827,-2.597,3.126,7.005,1.509,3.368,7.726,9.976,-0.81,5.953,0.84,6.21,1.443,10.802,-2.268,9.357,10.677,-2.042,5.534,10.009,-3.295,3.1,0.639,5.488,11.805,1.932,5.477,6.885,2.566,9.615,8.855,0.282,-1.411,-4.405,2.584,7.024,9.386,9.701,5.389,0.344,7.935,3.653,9.319,3.09,5.642,9.721,4.601,4.006,0.147,4.594,9.814,3.779,8.268,-1.607,3.896,5.263,1.723,4.436,2.887,8.434,10.257,6.26,1.98,-1.243,5.782,8.483,-2.624,5.857,4.319,7.042,6.331,4.756,-5.054,1.87,3.295,-0.925,0.729,7.184,6.57,-4.229,1.299,-1.41,9.989,-0.256,4.688,7.694,6.203,4.87,6.789,-0.274,6.52,5.271,-2.094,4.776,8.452,-2.725,-2.55,3.209,4.988,-0.873,4.982,6.027,6.532,-0.024,3.268,3.343,2.356,6.377,9.711,1.476,3.285,0.099,8.621,6.462,7.072,4.607,6.181,10.624,4.732,3.72,7.178,2.013,2.085,6.379,-0.525,6.268,2.988,2.27,-2.627,11.402,-1.854,5.219,4.048,1.144,5.326,6.476,-2.876,5.39,10.445,2.008,0.131,6.102,7.727,4.408,2.292,4.752,2.403,2.394,-0.015,2.504,7.177,-0.321,6.656,7.129,5.676,5.242,1.301,3.357,6.734,2.857,6.504,9.536,1.831,11.339,3.481,3.362,4.14,5.016,4.247,5.243,3.741,2.63,1.466,3.958,1.51,0.82,7.035,1.213,0.077,14.307,1.271,-3.111,1.709,8.82,0.26,3.644,-3.876,3.761,7.011,2.902,2.863,1.515,0.476,-0.032,1.503,-1.881,-3.862,4.745,5.657,-0.095,-2.403,2.041,5.309,1.083,5.044,11.188,-3.605,5.402,3.783,3.178,5.267,9.901,-1.532,1.257,2.173,8.315,1.313,0.639,5.773,-0.086,-0.636,-0.086,0.015,1.489,0.037,1.008,5.378,0.782,6.471,4.695,1.339,-2.654,-0.578,-2.502,1.294,3.313,2.301,7.306,0.523,4.966,1.371,4.735,2.29,0.92,3.627,-0.912,2.067,0.735,4.707,3.249,3.411,-0.516,4.606,-0.341,5.023,-0.737,-2.846,3.169,2.284,-1.019,-0.638,1.626,1.571,0.455,11.765,9.713,1.932,3.289,3.148,3.405,3.389,-0.895,1.242,3.785,0.82,-1.807,1.732,-0.731,-6.55,5.949,0.035,2.269,0.129,2.178,-2.162,-2.832,3.017,-2.499,-2.101,-0.198,0.187,0.618,-0.446,-0.321,-4.134,2.582,1.832,-0.035,-0.17,0.098,-2.654,1.033,3.941,1.106,0.145,-3.606,-1.414,1.831,0.065,2.456,0.366,3.633,3.398,-1.679,-2.144,5.306,3.857,0.155,1.604,4.184,3.572,0.242,-1.074,-0.389,0.168,-1.198,3.866,1.35,1.975,1.367,5.622,1.729,1.613,3.983,2.354,0.569,5.747,-0.573,-0.171,-0.082,0.696,4.08,-1.566,0.833,1.644,-2.049,-4.177,5.762,-0.004,1.472,0.368,2.065,5.226,-0.891,3.444,0.555,1.163,-0.313,0.09,0.746,-2.772,3.589,2.074,1.137,3.366,-2.968,1.038,1.442,3.285,0.691,3.998,0.737,4.119,1.174,-0.207,3.576,1.884,3.924,1.068,0.315,3.186,-2.367,-1.124,-0.551,-1.29,1.82,-1.957,-0.434,-0.042,1.479,0.058,-1.384,3.101,4.619,0.019,3.005,1.564,0.392,-1.167,2.267,5.002,1.0,-3.485,7.2,1.364,3.381,2.401,6.098,-0.604,4.707,-2.32,1.09,-2.103,-1.04,0.595,-2.388,-0.154,-0.712,2.267,-1.327,5.291,4.29,3.557,-1.346,3.591,1.445,-0.073,7.327,-0.041,3.384,2.949,-2.443,-1.726,-0.276,0.492,-2.002,-1.309,-0.954,-1.395,2.022,-1.696,1.155,3.786,-1.955,-1.265,4.739,3.585,1.847,2.403,3.084,-0.168,-3.154,9.31,23.137,11.294,10.387,9.759,14.912,12.924],"base_top":[[248058,23.137],[40,19.014],[760,16.172],[2665,16.009],[27,15.677],[248068,14.912],[3928,14.897],[1919,14.854],[27775,14.583],[85101,14.307]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,18,15,16,15,15,29,198,27,15704,16874,62,16,62,19,17,29,198,1931,277,62,24,15,23,198,510,15704,29,198,27,15704,16874,62,17,62,16,15,29,198,16,21,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","3","0","1","0","0",">","\n","<","parameter","=p","_","1","_","4","2",">","\n","ced","ar","_","9","0","8","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","1","0",">","\n","1","6","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.1212,-1.3046,0.4819,-0.6668,-1.0492,1.0152,0.3286,0.0598,0.0834,-0.627,0.0173],[-4.4538,0.3416,7.8278,15.0688,-0.8262,-1.788,1.9414,-0.9532,0.1025,-0.6256,-0.4431],[-4.8333,-1.2673,11.4959,17.8116,-1.2185,-0.5616,0.2715,-0.3068,0.0253,-0.7933,-0.1162],[-2.4663,-1.9915,10.2989,16.1322,-1.8044,-0.4546,1.5176,-0.8066,0.097,-0.6417,0.1576],[-2.524,-2.6147,10.3056,14.9801,-1.8447,-0.8174,-1.2093,-0.5192,0.29,-0.9977,0.7518],[-1.7251,-3.5523,9.2928,14.7482,-0.6712,-0.4744,0.5126,-0.6788,0.5164,-1.0896,0.2131],[-3.5866,-2.215,11.4209,20.3826,-1.9918,0.8313,0.1749,-1.2632,0.2955,-1.5708,0.0802],[-2.4947,-2.6027,14.7039,19.518,-0.9755,-0.4203,-0.9176,-0.5277,0.1145,-1.6731,-0.3577],[-2.9246,-1.3189,13.9682,21.0785,-0.523,-0.7571,-0.8544,-1.1375,0.0308,-1.0187,-0.4548],[-2.9507,-2.2488,13.0438,20.3377,-0.8259,-1.2631,-0.6883,-0.9188,0.1885,-1.4585,-0.5772],[-3.0808,-1.6336,12.5378,19.8462,-0.3123,-1.1857,-1.1588,-1.4342,-0.3714,-1.3664,-0.5477],[-3.1439,-0.4591,11.78,22.3974,-0.5231,-1.8163,0.6615,-1.6412,-0.0252,-1.3584,-0.2069],[-5.0729,-1.5858,10.5963,23.1805,-1.5371,-2.0761,0.9351,-0.6608,-0.0105,-1.0067,-0.1234],[-5.3165,-1.3484,10.6442,21.8992,-2.0881,-1.7926,1.4607,0.0143,-0.0039,-0.9051,-0.3365],[-4.8363,-1.2022,11.2156,18.4421,-1.6856,-1.3996,0.6032,-0.2166,-0.2378,-0.9712,-0.1489],[-1.6481,-1.7641,10.4205,18.4328,-2.5165,-1.1334,3.3045,-0.41,-0.1173,-0.9979,-0.4919],[-1.7307,-2.4478,10.0308,20.4991,-2.609,-0.9732,-1.057,-0.5778,-0.0525,-1.0106,0.2116],[-3.1266,-1.5833,10.2707,21.6916,-2.6411,-1.1027,0.7614,-0.9036,0.145,-1.3373,-0.1475],[-2.2104,-2.4717,14.5612,22.4217,-2.5375,-0.7877,-0.3441,-0.3497,0.2177,-1.4999,-0.5173],[-3.1521,-2.8708,11.5112,22.6477,-1.9517,-0.9293,0.7994,-1.3221,0.2008,-2.0837,-0.0382],[-2.2357,-3.4948,15.972,22.0239,-1.2402,-1.1482,-0.185,-0.6502,0.1761,-1.7799,-0.4702],[-3.4686,-1.2637,11.3751,21.5614,-0.1282,-2.0563,1.7635,-1.2182,0.1355,-1.77,-0.1465],[-3.1907,-2.1613,12.5246,20.7393,-1.4035,-2.6042,1.009,-0.7941,0.0538,-1.5091,-0.018],[-1.5438,-1.8521,15.7777,18.7525,-2.7655,-1.0625,1.8041,-0.2241,0.3217,-0.9787,-0.2137],[0.5535,-1.9576,19.2197,14.3262,-0.7898,-1.1673,-1.0502,-0.3981,0.2619,-0.9854,-0.2001],[-2.6067,-2.9717,13.7,21.3741,-0.8048,-0.5209,0.6839,-1.2459,0.0906,-1.0252,0.0557],[-3.3996,-1.1879,12.9501,22.3059,-1.4503,-0.2865,1.7764,-1.4127,0.2542,-1.623,0.0494],[-1.8806,-2.3258,16.2939,21.1504,-1.6802,-1.2004,-0.2126,-0.3383,0.109,-1.4662,-0.6265],[-2.8158,-1.499,13.0436,21.2655,-0.3347,-1.0125,-1.2822,-1.4857,-0.1368,-1.4279,-0.3805],[-2.5043,-1.6693,12.7064,20.8345,0.306,-0.1175,1.4274,-1.4562,0.122,-1.6543,-0.2393],[-3.0378,-2.0727,11.5065,21.0855,-0.6854,-1.4082,1.4474,-0.6985,0.2774,-1.3315,-0.2425],[-3.6708,-1.912,12.602,19.4335,-2.0606,-1.0053,0.9783,-0.5142,0.1713,-1.2397,-0.594],[-2.6884,0.4432,11.1083,16.2334,-2.1182,-0.7918,0.6272,-0.5524,-0.0355,-0.5245,-0.5369],[-5.0168,-0.2118,8.9974,21.8137,-1.281,-2.9981,1.4689,-1.1398,0.1999,-1.2565,-0.2114],[-2.5639,-2.4912,12.5296,21.9622,-1.8521,0.4771,1.8502,-0.0992,0.1374,-0.955,-0.2424],[-4.6204,-1.01,10.6898,18.9042,-1.8782,-0.8719,-0.0255,-0.399,-0.1689,-1.0108,-0.3165],[-1.452,-1.4473,10.8284,18.8059,-3.0919,-1.1062,2.3674,-0.6186,0.0211,-0.882,-0.3874],[-1.8447,-2.2084,9.6857,20.6505,-2.9558,-0.9499,-0.876,-0.6291,0.0291,-1.0753,0.0637],[-3.4446,-1.7782,10.2854,20.7902,-2.7,-1.1123,1.1104,-0.9412,0.305,-1.1485,-0.1407],[-3.1537,-3.0802,14.184,21.6245,-2.7663,-0.8894,-0.0061,-0.455,0.2544,-1.3112,-0.5665],[-4.3321,-2.8145,10.7543,22.4245,-1.822,-0.7126,0.5342,-1.2861,0.125,-1.9911,-0.1005],[-2.3123,-3.772,14.2722,21.1058,-2.2501,-0.7651,-0.439,-0.4472,0.1673,-1.5307,-0.7237],[-2.8425,-1.5407,12.1073,22.5303,-2.0573,-1.8925,-0.2217,-1.5041,-0.0251,-1.5613,-0.363],[-4.2529,-1.9631,11.433,22.1879,-2.2487,-2.4175,2.5913,-0.8514,0.1361,-1.0171,-0.0924],[-3.7098,-2.5255,13.6766,20.5415,-3.0399,-0.8142,2.8597,-0.3394,0.3432,-0.7044,-0.3174],[-2.8399,-3.5428,17.0191,17.2719,-1.5772,0.0806,-0.3278,-0.0588,0.184,-0.7914,-0.2137],[-2.7108,-2.5117,13.0719,20.556,-0.6926,-2.2263,0.0213,-0.7279,0.1763,-1.1111,-0.2879],[-4.5005,-2.8608,11.6104,20.6616,-0.2677,-1.7054,1.6697,-0.4408,-0.0047,-1.2448,-0.2035],[-4.7821,-2.147,12.0111,19.1974,-1.5704,-0.4336,1.2739,-0.5082,0.1234,-1.2519,-0.3624],[-3.3402,-0.0499,11.123,16.7116,-1.6596,-0.7827,1.5388,-0.6262,0.0885,-0.5478,-0.5432],[-3.9689,0.2638,8.1184,20.405,-1.0713,-2.0638,1.0542,-1.0344,0.2158,-1.1884,-0.0872],[-2.5291,-2.1939,10.1191,20.2352,-1.5554,0.792,2.4416,-0.3078,0.167,-1.3477,-0.3191],[-3.5433,0.1471,9.2503,16.1268,-0.9196,-0.1154,0.4343,-0.8184,-0.1411,-1.2778,-0.2756],[-1.0138,-0.9531,9.8505,17.3105,-2.8835,-0.6917,2.8564,-0.3513,-0.0867,-0.6732,-0.4103],[-2.1754,-1.8475,9.6685,20.5949,-2.3984,-1.3925,-1.2499,-0.6539,-0.1535,-1.0528,0.0436],[-2.2844,-0.5171,10.2768,19.4805,-1.5696,-2.8925,-0.3194,-0.6809,-0.038,-1.2635,-0.1705],[-3.828,-2.0487,11.4009,21.7416,-0.9123,-1.8404,-0.4962,-0.988,-0.1476,-1.6318,-0.0199],[-2.3986,-1.9218,12.5757,19.618,-2.4685,-1.2857,1.5739,-0.3553,-0.0738,-1.3345,-0.177],[-0.9109,-2.2224,16.0147,15.907,-1.0946,-1.2721,-0.8885,-0.6937,-0.0353,-1.3967,-0.2246],[-4.1911,-1.73,10.9231,22.3146,-1.3469,-1.7178,1.4938,-0.6006,0.038,-1.5037,-0.1731],[-4.5278,-1.3899,11.9714,18.5312,-1.6617,-0.5357,0.8294,-0.653,0.2322,-1.2769,-0.5604],[-2.8977,-0.078,12.0017,16.8358,-1.5524,-0.5093,1.1295,-0.7587,0.1597,-0.6618,-0.7009],[-3.8673,-0.1189,7.8184,18.9925,-0.3077,-2.0833,0.3245,-0.7289,0.3452,-1.1783,-0.0696],[-3.9951,-1.1316,9.8994,20.949,-1.3153,-1.0756,2.4047,-0.1777,0.2459,-0.9696,-0.3607],[-4.8935,0.0949,11.2359,17.6993,-0.7092,-0.6468,-0.1522,-0.4817,0.0628,-0.9304,-0.1334],[-3.8787,-0.0435,10.0582,16.8845,-1.4441,-0.6682,-0.9751,-0.8109,0.2203,-0.8225,-0.2338],[-4.6868,-0.1295,5.5591,13.3007,-0.2985,-1.8614,2.0165,-1.1776,0.2531,-0.8048,-0.1531],[-3.9293,-3.2994,10.1052,18.3096,-0.9681,0.5056,2.9313,-0.0272,0.3039,-0.8576,-0.2476],[-4.6619,-0.3755,8.7004,13.2305,-1.9406,-1.2927,-0.3491,-0.8249,-0.1298,-1.1002,0.0927],[-3.1211,-0.5586,9.5494,13.9153,-1.833,-0.3854,-1.8963,-0.9997,-0.1028,-1.6535,0.1366]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_30100>\n<parameter=p_1_42>\ncedar_908\n</parameter>\n<parameter=p_2_10>\n16\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=fx_30100>\n<parameter=p_1_42>\ncedar_908\n</parameter>\n<parameter=p_2_10>\n16\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_30100>\n<parameter=p_1_42>\ncedar_908\n</parameter>\n<parameter=p_2_10>\n16\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0275","set":"final","cohort":"need_clarification","family":"key_value_inverse","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: retrieve a value given a key.\nKey or value to look up: \"015\". Table identifier: not provided.\nUnrelated archived note: birch_268, reference 083. These are not inputs to this request.","tools":[{"function":{"description":"Retrieve a value given a key. Inert synthetic operation.","name":"lookup_value","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"query":{"description":"Key or value to look up","type":"string"},"table":{"description":"Table identifier","type":"string"}},"required":["table","query"],"type":"object"}},"type":"function"},{"function":{"description":"Retrieve a key given a value. Inert synthetic operation.","name":"lookup_key","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"query":{"description":"Key or value to look up","type":"string"},"table":{"description":"Table identifier","type":"string"}},"required":["table","query"],"type":"object"}},"type":"function"}],"prompt_tokens":595,"decision":{"rms":0.34350938953888926,"sumsq":120.82964551821351,"hb":[-0.03691,-0.08891,-1.11987,0.19419,-0.64091,0.0909,-0.27922],"lse":21.52780393745979,"logits":[14.266,12.541,14.589,12.265,11.411,9.504,8.659,8.783,9.638,11.865,8.924,15.842,11.063,9.351,12.458,9.267,7.436,8.481,8.547,9.401,19.387,6.962,9.769,14.943,12.47,10.041,9.167,8.025,11.886,7.477,8.241,13.398,13.062,7.281,10.135,7.532,7.011,9.878,6.92,8.028,12.279,6.087,6.06,12.552,3.895,6.283,0.335,9.557,5.216,13.833,1.173,7.461,5.723,8.301,6.972,4.744,7.64,12.275,9.964,6.484,7.193,12.462,-0.34,6.362,7.912,11.134,6.505,9.66,0.962,17.432,11.328,11.344,7.839,2.777,6.955,2.992,8.692,6.35,9.579,9.545,8.623,8.807,8.47,7.267,8.758,6.973,8.129,1.825,9.048,11.626,-1.195,6.297,15.626,10.81,7.384,5.485,10.306,-4.934,0.07,3.417,5.729,6.61,1.006,10.271,0.882,13.223,9.216,1.667,5.556,9.108,7.057,10.714,5.018,4.325,5.785,8.221,14.861,4.761,4.486,10.809,10.976,8.038,10.76,13.395,12.799,12.304,4.003,8.847,7.302,6.67,2.695,8.01,4.6,5.561,10.127,10.54,5.306,12.88,3.095,7.292,6.313,13.752,14.559,4.068,1.838,7.704,11.099,-3.061,16.176,0.841,-3.549,8.579,7.067,8.18,2.678,9.95,6.422,6.609,4.681,8.084,6.519,3.652,9.513,-2.218,5.928,4.017,9.134,8.36,-6.178,11.003,10.837,10.918,12.856,4.887,7.094,9.444,14.214,5.744,11.284,7.377,7.062,3.463,6.258,3.063,6.092,17.463,3.94,8.783,1.727,9.809,8.911,3.721,10.319,9.154,8.558,4.04,7.373,13.109,7.301,3.018,4.796,14.474,6.031,1.491,10.807,7.039,13.747,11.393,2.495,9.84,3.52,13.676,14.322,3.596,8.166,5.139,-4.942,4.982,-1.616,1.733,11.624,9.31,5.326,4.037,-2.527,6.457,8.926,3.504,-0.879,2.282,11.107,-0.765,0.937,9.154,9.065,11.855,5.788,9.546,3.703,7.79,9.767,1.663,3.871,3.041,6.51,10.546,-1.757,-1.404,12.361,6.554,-0.177,13.954,8.108,9.166,4.548,2.464,9.628,13.589,6.096,10.727,11.898,8.874,3.276,2.078,4.44,9.785,-0.115,8.957,5.61,12.074,1.289,1.494,-0.561,1.676,1.941,11.215,6.912,4.181,6.5,2.015,15.424,8.303,-0.846,6.559,2.255,6.828,-5.005,11.537,9.125,10.256,9.466,3.533,12.532,11.203,7.377,11.17,11.741,12.71,12.665,6.671,7.968,5.298,5.365,7.655,6.596,4.533,8.808,11.119,1.763,9.107,6.713,5.596,13.014,1.288,-2.216,-0.326,6.877,5.825,-2.468,1.789,1.59,7.152,8.023,6.185,4.883,9.286,-3.056,-3.144,7.576,9.102,14.677,7.221,3.017,10.927,14.563,3.669,9.6,1.792,2.5,4.476,-1.475,12.648,13.1,12.683,5.956,4.691,9.983,10.019,6.597,7.969,14.922,2.764,-2.334,3.09,12.785,11.697,5.074,10.077,10.196,9.041,-1.441,2.607,1.003,-0.4,13.998,14.132,10.6,4.82,1.566,6.542,6.982,12.227,-1.033,5.344,9.176,2.913,4.667,9.702,9.051,13.243,2.798,-3.826,13.491,1.15,6.696,3.388,1.12,4.491,13.881,15.274,0.762,12.879,3.754,10.855,-1.268,10.769,5.773,1.946,0.908,4.528,3.928,-2.839,3.285,0.474,8.138,-1.085,8.018,12.741,-2.01,2.565,8.973,7.332,4.599,3.128,8.336,7.911,-0.452,8.54,4.644,8.182,6.418,8.471,2.382,7.656,3.15,7.231,2.293,-1.131,12.869,-1.232,15.171,9.215,6.278,7.1,1.634,6.361,6.321,7.035,16.047,12.2,8.052,11.619,5.534,6.315,1.207,7.099,10.598,1.905,9.481,2.002,6.089,2.346,7.212,-0.635,4.518,1.44,7.354,1.289,5.469,-1.408,0.233,10.151,10.884,5.736,9.556,3.176,0.225,1.016,6.184,7.733,7.222,11.152,6.374,-2.397,2.438,0.198,-0.189,6.765,4.318,1.851,13.023,3.256,8.746,-1.998,7.223,10.069,-0.687,7.08,15.707,8.672,4.474,9.999,4.478,11.761,3.296,4.574,12.797,0.376,5.59,1.547,8.744,1.418,3.231,2.94,2.754,1.772,-2.007,2.935,7.349,12.572,3.269,8.753,-1.429,6.652,7.195,3.261,11.281,11.908,8.266,6.056,6.413,1.771,-0.812,-1.002,4.283,4.935,1.896,-2.074,-1.347,5.886,5.481,3.725,4.472,4.387,6.711,5.46,8.006,2.925,2.001,6.66,4.371,4.221,0.676,11.822,0.894,6.716,10.052,6.687,3.963,4.828,0.814,3.952,-1.126,-1.153,7.657,6.89,5.299,9.672,6.543,6.762,6.353,2.762,-2.48,2.681,6.215,9.162,8.366,3.457,5.864,4.83,2.027,2.22,6.864,7.715,-0.049,8.987,-2.471,5.991,8.151,3.463,2.041,6.381,13.659,-2.017,4.208,1.271,6.687,-0.006,7.639,-0.917,10.042,10.868,-4.04,4.026,13.322,-1.29,4.625,0.79,7.674,12.559,6.365,5.905,6.566,2.099,9.72,7.965,-2.568,-2.534,-5.139,-1.46,6.038,13.005,7.564,5.731,-3.272,7.347,3.904,8.175,5.419,5.437,10.245,8.744,3.55,1.432,4.202,9.696,4.62,8.33,-4.706,4.878,6.111,1.119,3.257,2.161,7.781,9.947,5.526,1.076,1.116,7.84,8.619,0.665,4.852,5.785,4.973,6.631,5.43,-6.966,4.388,1.86,-1.127,3.252,5.964,7.073,-0.384,3.75,-1.575,12.257,-0.334,5.867,6.892,2.237,6.757,7.873,1.639,5.574,4.801,-0.101,4.725,11.3,-4.752,-0.188,4.246,2.943,1.528,3.757,7.147,7.814,0.475,3.252,4.704,2.175,6.19,10.585,-1.999,0.234,1.527,8.374,4.657,6.801,3.463,6.045,10.92,5.922,4.025,4.243,-1.364,0.778,5.438,-0.507,4.224,3.517,3.048,-1.726,10.608,-2.388,4.931,7.638,1.281,3.307,7.096,-0.795,7.034,10.248,4.752,0.197,8.355,8.918,3.432,3.948,4.355,0.423,5.095,-1.163,2.547,4.181,-0.926,4.932,4.582,3.023,4.34,3.132,0.147,4.637,0.129,8.078,8.206,2.071,10.738,3.895,5.537,4.284,3.012,3.437,6.74,2.107,3.399,1.425,6.783,0.155,-1.663,7.92,4.168,-0.179,3.898,-0.25,-6.379,0.044,8.826,1.787,6.144,-1.286,2.265,7.874,4.984,2.291,1.872,0.907,0.119,1.989,-1.012,-2.339,6.901,7.423,1.03,-1.564,2.31,3.636,1.109,3.942,11.127,-5.546,5.439,3.357,2.157,5.956,6.239,-0.446,2.205,3.056,9.483,-0.596,-0.213,1.623,2.387,-4.291,-4.139,-1.506,-0.262,-0.542,1.957,4.007,-2.013,8.299,3.918,1.837,-2.818,-2.652,-3.945,0.054,1.367,1.87,3.179,-1.232,3.607,2.672,5.769,1.077,-1.348,-3.227,-1.175,2.743,0.909,5.331,2.699,3.698,-2.127,1.762,1.729,-0.057,-0.905,-2.497,1.023,0.813,-0.686,0.983,1.009,-2.894,0.053,9.306,9.147,-0.011,1.746,2.366,5.441,4.127,-2.142,-0.427,1.627,2.797,-0.408,-1.186,-0.18,-6.059,3.063,-1.713,1.551,-0.058,-0.278,-0.111,0.225,2.391,-1.501,-0.972,1.58,-0.381,0.4,-3.141,0.571,-1.486,0.757,-0.092,-0.523,1.504,1.365,-1.172,1.273,5.546,0.561,-2.517,-1.539,-1.142,1.469,-0.363,1.654,2.566,2.381,0.571,-2.102,-6.813,5.372,3.614,0.342,0.663,1.411,3.117,-1.922,-0.966,0.293,-2.872,-3.077,4.552,-0.902,1.922,1.633,5.13,1.104,0.408,3.704,2.067,-0.728,3.99,-1.524,1.7,-1.416,-1.185,2.32,0.127,-0.515,1.646,-3.024,-2.375,4.52,-0.231,-0.78,1.026,1.53,4.795,-0.839,5.512,1.882,2.481,0.444,0.136,1.484,-1.731,2.923,1.167,1.525,2.141,-2.354,-2.599,1.578,3.455,-0.7,4.85,1.005,2.251,-0.75,-1.609,1.718,0.821,4.619,1.737,0.669,2.17,-3.689,-0.775,1.317,-1.996,3.706,-2.939,1.184,2.963,2.575,0.587,-0.197,3.816,5.599,-1.291,0.541,4.541,1.022,0.224,-0.271,2.902,-0.467,0.523,6.195,0.548,4.106,1.367,8.196,-0.952,6.183,0.611,1.239,0.188,-0.503,-1.252,-0.667,-3.776,3.505,4.527,-0.427,3.007,2.704,0.771,0.09,0.402,2.558,0.639,1.887,0.385,5.282,4.123,-2.91,-0.646,1.243,-1.805,-1.771,-0.346,0.431,-2.096,4.748,-2.632,5.403,1.065,-2.043,-1.207,4.699,3.86,1.671,3.08,2.985,1.411,-3.126,9.741,21.28,9.382,11.572,11.303,15.585,13.867],"base_top":[[248058,21.28],[40,19.387],[3928,17.463],[760,17.432],[2665,16.176],[22916,16.047],[27,15.842],[27775,15.707],[1206,15.626],[248068,15.585]]},"positions":{"tokens":[248058,198,27,1628,28,20377,3042,29,198,27,15704,28,1938,29,198,1077,2150,43632,198,510,15704,29,198,27,15704,76478,29,198,15,16,20,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","lookup","_value",">","\n","<","parameter","=","table",">","\n","arch","ived","_notes","\n","</","parameter",">","\n","<","parameter","=query",">","\n","0","1","5","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.0131,1.1303,0.0927,-0.3939,-1.6598,1.3223,-0.1901,-0.1622,0.1251,-0.8177,-0.1876],[-3.5104,0.3347,8.1332,15.5901,-1.3554,-1.4843,0.9894,-0.766,0.1834,-0.6157,-0.3706],[-3.9136,-0.073,10.8942,18.4637,-1.9335,-0.4968,0.1369,-0.2997,0.072,-0.5942,-0.1308],[-1.0689,-0.4799,11.309,18.8316,-2.715,-0.3541,1.1374,-0.9459,-0.0587,-0.54,-0.0162],[-1.2107,-0.2299,10.006,18.575,-2.2806,-0.5954,0.2911,-0.6878,-0.1116,-0.7702,0.5229],[-0.6945,-0.4238,12.363,13.9367,-0.5434,-1.559,1.2078,-0.8984,0.0606,-0.852,0.1434],[-1.7784,-0.3936,10.3247,19.1407,-0.8314,-0.8899,-0.6968,-1.148,-0.1381,-1.4573,0.4947],[-4.3675,-0.0781,10.5441,21.7227,-0.2029,-1.4845,0.5097,-1.0061,-0.1871,-1.328,0.411],[-4.6246,0.6817,10.8369,22.1668,-1.34,-1.3419,1.698,-0.4472,-0.0502,-0.834,-0.1169],[-3.6217,0.0432,11.1975,17.0527,-0.7831,-0.5979,-0.4412,-0.6059,-0.1466,-1.2471,-0.1166],[0.0832,-0.4192,10.9507,17.3889,-1.917,-0.9234,3.2849,-0.7288,-0.1969,-0.9117,-0.018],[-0.5339,-0.3689,10.6796,17.6575,-1.8076,-1.9058,-1.3849,-0.6217,-0.1188,-0.9368,0.3929],[-0.3692,-0.3399,12.927,15.823,-0.5197,-1.7158,-0.7778,-1.1963,-0.0518,-1.1833,-0.0724],[-1.5247,-0.304,10.7884,21.0455,-1.7414,-2.9341,0.411,-0.9653,-0.4654,-1.394,0.3028],[-1.0049,0.3744,13.0177,18.0923,-1.7035,-2.292,1.3836,-0.3654,0.0452,-1.1378,-0.0738],[0.5856,0.794,15.6837,13.7913,-0.0395,-2.5518,-1.0527,-0.5835,-0.1548,-1.0929,-0.0527],[-0.0604,-0.3093,8.64,16.21,1.6325,-0.2238,1.4138,-1.0635,-0.0312,-1.3451,0.238],[-0.2591,0.7324,10.1567,15.356,0.6042,-1.656,-0.2512,-0.7229,-0.0228,-1.1751,0.4153],[-2.0656,-0.1491,10.121,18.656,0.7124,-2.0413,1.0105,-0.6809,0.0802,-1.6055,0.2535],[-4.0273,-0.5467,12.6423,20.1612,-1.3995,-0.9576,0.6496,-0.5369,0.075,-1.5117,-0.3246],[-2.2225,0.8867,11.3064,16.8623,-1.8711,-0.9844,0.7399,-0.2601,-0.0268,-0.6656,-0.6811],[-4.4291,-0.2414,9.4347,21.2396,-0.5869,-3.1402,0.6745,-0.97,0.0791,-1.1958,-0.3001],[-1.7342,-0.9831,12.5777,20.8248,-1.0696,-1.2293,0.8205,-0.2926,0.0696,-1.4282,-0.2879],[-4.3474,0.0221,10.6455,18.1031,-1.2574,-0.9997,-0.086,-0.4477,-0.2253,-1.0586,-0.2594],[-0.7791,-0.7309,11.3121,18.307,-2.0008,-1.8616,2.2325,-0.5543,-0.1208,-0.9446,-0.1017],[-1.7982,-0.778,11.3098,19.3294,-1.9905,-2.3536,-1.2732,-0.5477,-0.1367,-1.2258,0.4294],[-2.9855,-0.828,11.6202,20.7046,-1.3676,-1.5203,0.3319,-0.829,-0.2661,-1.6001,0.0217],[-2.1901,-0.6381,15.5077,18.0247,-2.6365,-1.2141,0.2975,-0.092,0.0192,-1.0457,-0.1908],[-0.2673,-0.6643,19.1868,11.8461,-0.9068,-1.3329,-2.4373,-0.0693,-0.1361,-1.1976,-0.1925],[-3.1527,-1.9939,14.1275,20.119,0.3161,-1.5232,-0.1681,-0.5777,0.1198,-1.2829,-0.5337],[-3.469,-1.8914,14.5232,21.0872,-0.6986,-2.4631,-1.925,-0.8143,0.0419,-1.5773,-0.3447],[-3.8932,-1.15,13.063,18.9874,-0.7099,-2.0006,0.0562,-0.3366,-0.023,-1.3768,-0.0048],[-3.6205,-0.5086,12.7804,18.3225,-0.9964,-1.084,0.4075,-0.4855,0.2445,-1.3769,-0.5311],[-3.2474,0.4141,11.8725,18.4923,-1.362,-0.7351,1.0567,-0.3613,0.0909,-0.6524,-0.66],[-2.4746,0.8276,8.6474,20.4612,-0.5814,-2.6336,0.2056,-0.7929,0.1916,-1.2,-0.0213],[-1.9409,-0.5038,9.9607,19.9052,-0.1297,-0.6008,1.7205,-0.162,-0.0909,-1.1111,-0.2194],[-2.3522,1.0192,9.5036,16.2141,-0.7969,-0.5785,-0.1886,-0.6043,-0.1649,-1.2052,-0.299],[-3.8814,0.3694,10.5108,17.916,-1.744,-0.2599,-0.4077,-0.8569,-0.0185,-1.22,-0.2807],[-4.4554,0.012,6.0813,13.0403,-0.9126,-2.148,1.8553,-1.2113,0.1347,-0.8009,-0.2536],[-3.6439,-2.2094,10.5756,16.2306,-0.6594,-1.471,1.9432,0.3439,0.2681,-0.8181,-0.188],[-4.0549,-0.0565,8.3286,11.8142,-1.7281,-1.0531,-0.473,-0.7368,-0.0552,-1.089,0.1258],[-3.1036,0.593,8.2336,12.4236,-1.8841,-0.6324,-1.6529,-1.1236,0.053,-1.3417,0.0288]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=lookup_value>\n<parameter=table>\narchived_notes\n</parameter>\n<parameter=query>\n015\n</parameter>\n</function>\n</tool_call>","n_tokens":42,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"final-611406-0024","set":"final","cohort":"valid_call","family":"ranking","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> bottom_k {\"k\": 43, \"series\": \"045\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Please return the smallest k stored values.\nSeries identifier: \"045\". Number of values: 43.\nUnrelated archived note: birch_245, reference 071. These are not inputs to this request.","tools":[{"function":{"description":"Return the smallest k stored values. Inert synthetic operation.","name":"bottom_k","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"k":{"description":"Number of values","type":"integer"},"series":{"description":"Series identifier","type":"string"}},"required":["series","k"],"type":"object"}},"type":"function"},{"function":{"description":"Return the largest k stored values. Inert synthetic operation.","name":"top_k","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"k":{"description":"Number of values","type":"integer"},"series":{"description":"Series identifier","type":"string"}},"required":["series","k"],"type":"object"}},"type":"function"}],"prompt_tokens":582,"decision":{"rms":0.3670418926449418,"sumsq":137.95200097933412,"hb":[-0.06946,-0.06962,-1.68249,0.00954,-1.18444,-0.08016,-0.3585],"lse":24.12725152322919,"logits":[12.801,12.789,13.395,12.649,11.508,11.023,9.737,8.034,10.451,11.932,10.259,16.85,10.671,11.418,12.92,10.457,8.097,8.981,9.858,8.778,19.027,9.303,9.773,14.93,13.265,11.935,10.49,9.548,11.846,9.232,8.891,14.118,14.138,7.511,11.044,8.436,8.065,11.569,8.917,8.599,12.746,8.489,7.429,13.358,3.388,6.261,0.244,10.591,4.909,14.126,3.254,7.627,8.717,8.114,7.1,3.804,8.512,13.39,10.831,7.792,7.117,13.914,3.215,8.33,9.132,12.518,8.605,8.196,2.458,18.294,9.65,6.497,9.866,-0.27,7.025,1.999,10.411,6.438,9.24,8.358,8.585,9.307,7.965,7.542,9.473,6.775,7.152,2.9,9.044,12.658,0.875,5.902,15.908,11.676,6.544,4.898,12.563,-0.379,3.35,5.536,6.669,6.803,0.334,9.835,0.861,12.406,10.15,2.524,7.484,9.553,6.449,10.489,4.586,5.879,5.084,11.159,15.437,5.58,6.286,10.841,11.541,9.32,12.149,14.624,12.785,11.506,3.803,10.747,6.568,6.481,1.529,8.052,3.756,6.602,12.402,9.158,5.405,14.189,4.414,9.637,8.371,13.346,13.123,3.754,1.919,6.194,11.861,-0.096,15.94,2.286,-1.91,9.945,6.583,8.235,3.737,10.998,6.514,7.702,6.753,9.5,7.184,4.214,9.305,-0.995,6.692,1.727,9.452,7.333,-4.931,11.333,11.739,11.057,13.607,4.76,7.602,7.964,9.382,5.807,11.213,6.262,9.182,2.456,6.263,3.461,6.596,17.624,3.58,9.93,-1.986,10.071,9.662,2.07,11.544,10.95,9.252,3.852,7.835,11.667,9.058,3.061,5.932,13.888,6.039,3.698,11.136,6.694,12.272,10.068,3.943,10.567,2.353,11.892,14.955,3.479,10.138,3.545,-3.212,4.215,3.345,2.87,10.491,7.696,8.175,4.572,-0.715,3.721,8.492,3.698,0.847,2.971,12.114,0.288,2.852,6.03,7.615,10.692,5.38,9.122,5.28,8.291,5.894,3.847,4.756,2.622,5.479,11.961,-0.129,-2.209,10.311,8.435,0.379,11.698,8.61,6.614,3.865,-0.586,11.88,12.666,7.837,11.741,11.178,8.566,6.071,1.793,3.344,8.544,1.076,9.794,5.198,15.386,1.105,2.557,0.443,0.141,1.319,7.34,8.169,4.881,5.399,0.633,13.483,11.355,-0.486,5.009,6.217,6.469,-1.743,11.793,11.581,12.115,8.453,4.834,11.571,10.247,6.012,9.622,10.762,11.082,12.965,7.596,9.829,7.535,5.31,8.754,6.582,3.882,7.625,10.7,0.722,10.336,5.222,5.667,13.534,2.723,-0.927,-0.979,7.907,7.338,-2.266,0.516,2.446,10.142,7.608,5.378,7.756,9.795,-2.894,-3.659,8.12,8.469,16.018,9.14,2.455,10.151,12.953,6.301,10.908,1.337,3.71,5.805,-1.865,12.813,14.11,12.159,9.142,6.14,7.469,6.466,8.694,4.334,12.979,3.021,-0.196,4.437,10.869,12.069,8.005,11.125,9.454,7.248,0.464,4.22,-0.045,0.595,12.38,11.779,11.461,5.758,1.449,5.686,8.959,12.714,0.487,5.623,10.956,4.88,4.606,9.609,8.045,13.262,4.215,-2.246,14.358,3.299,8.237,2.633,2.473,2.709,8.941,12.077,3.471,11.609,3.055,11.442,-1.155,11.221,5.955,3.127,0.876,1.895,5.037,-3.433,5.354,-0.242,11.354,-0.987,8.702,12.667,-4.025,0.9,11.084,6.486,2.965,5.571,8.116,8.985,-1.61,11.855,6.513,8.58,7.559,9.873,2.515,8.066,4.524,8.649,3.866,0.893,13.483,0.042,12.967,10.58,4.407,6.161,2.018,6.138,5.861,5.688,12.4,12.412,9.048,9.331,6.356,6.059,1.318,5.373,12.631,1.544,11.5,1.548,6.888,1.991,8.986,-0.461,3.971,3.934,9.45,8.488,4.525,-0.811,2.137,10.549,12.124,6.051,10.878,2.655,0.164,2.853,7.588,6.773,7.136,12.689,8.223,0.883,2.202,1.769,1.612,7.084,5.711,2.152,9.973,6.206,9.904,-0.069,6.075,10.258,-0.447,8.973,17.833,8.815,4.61,5.891,5.881,11.634,4.521,4.666,12.568,0.445,6.693,2.427,6.228,0.849,2.454,5.843,0.224,3.032,-0.961,4.521,8.338,12.818,3.081,8.969,-0.839,3.803,7.774,4.825,10.208,13.084,7.151,6.609,7.167,1.42,0.333,-3.283,5.302,6.188,0.251,-0.644,0.316,6.313,4.831,5.897,3.423,5.309,3.849,6.282,8.57,3.525,3.849,7.404,4.55,3.258,0.954,11.771,3.048,6.061,12.687,6.687,5.836,7.069,3.31,5.342,-0.926,1.603,6.006,8.537,4.957,11.011,3.259,6.316,7.449,3.676,-0.196,1.196,7.278,10.999,7.224,2.406,8.189,2.41,-0.116,4.518,7.748,8.343,2.171,6.466,-1.154,5.86,6.583,-0.189,1.996,6.545,12.294,-0.702,3.03,0.875,6.589,-0.063,10.878,0.405,9.642,10.626,-2.174,5.301,11.517,-0.238,3.674,2.708,8.379,12.216,2.357,5.987,7.76,3.116,11.01,9.243,0.962,-1.293,-4.151,-0.311,7.845,11.836,10.56,7.112,-2.471,6.724,3.095,8.982,4.091,6.205,10.272,9.578,3.452,3.078,3.714,11.577,3.601,8.243,-2.994,4.765,4.115,1.945,3.491,3.323,8.535,10.406,5.05,0.497,-0.253,7.287,10.0,1.58,5.306,5.64,6.734,7.581,5.464,-4.084,4.628,1.986,0.81,1.774,8.713,8.374,-1.293,2.196,-1.456,11.109,-1.702,4.66,6.941,3.463,7.131,8.509,1.24,5.571,6.444,0.331,5.294,9.943,-3.533,-2.437,1.908,5.435,1.422,5.609,8.624,7.791,1.031,3.056,4.598,4.263,8.973,9.865,0.082,-0.134,-0.387,8.619,4.604,8.416,4.463,5.381,10.661,7.369,4.509,5.678,0.297,3.84,7.207,1.403,6.634,3.802,2.048,0.546,13.741,-1.247,6.014,4.363,1.217,4.704,7.742,-1.265,7.47,11.043,3.072,1.305,6.414,6.575,3.817,4.289,5.85,3.211,5.247,1.369,2.461,8.22,0.184,6.382,7.557,4.853,4.72,1.388,3.306,3.95,1.001,8.458,7.329,3.023,12.418,2.531,4.688,6.313,5.789,2.427,9.017,2.464,3.566,2.027,6.483,1.642,-0.736,8.489,1.343,0.613,5.441,2.271,-3.078,1.252,7.368,1.738,1.861,-3.9,2.9,8.831,6.022,4.884,-0.149,-0.321,-0.062,3.204,0.158,-3.364,5.776,8.125,0.263,-2.361,2.438,6.747,2.056,6.915,12.938,-2.327,6.342,5.132,4.224,6.574,7.811,-1.96,1.986,0.347,8.322,-0.848,0.329,5.094,4.808,0.013,-2.199,0.067,2.77,-0.727,2.939,5.263,-0.002,8.437,4.409,2.358,-2.193,-1.708,-2.52,2.158,2.785,2.004,3.931,0.952,6.974,0.901,5.861,4.645,0.107,0.911,-0.06,5.12,1.878,4.825,6.118,5.435,-0.393,3.191,-0.738,3.961,1.371,-2.658,3.318,2.996,1.94,1.885,1.798,1.248,1.5,12.116,9.511,1.855,2.793,3.969,5.169,7.207,1.137,1.036,2.207,4.117,-0.065,0.149,0.614,-4.721,4.983,-0.061,2.197,0.613,2.89,0.713,0.194,3.711,-0.651,-0.033,0.619,2.423,0.988,-0.342,-0.51,-1.938,2.908,0.917,0.586,1.597,1.253,1.053,1.516,3.639,3.106,-0.502,-0.731,-0.052,-0.58,0.537,1.991,1.752,5.103,2.871,-2.356,-1.913,5.513,3.784,1.85,0.787,4.543,4.175,1.745,-0.443,2.042,-0.887,-1.506,3.776,0.525,2.261,2.993,8.497,2.726,3.751,3.749,3.716,0.457,4.85,-3.256,1.092,0.036,2.087,2.765,1.51,0.329,1.785,-3.241,-1.687,3.916,0.647,0.243,1.093,1.207,5.741,-2.139,4.102,-0.888,3.42,2.226,3.363,0.983,-1.041,4.941,1.652,1.511,3.739,-2.459,1.163,1.909,4.325,-0.065,3.286,-0.678,2.525,-0.017,-0.926,5.053,3.177,4.87,1.484,-0.126,3.545,-2.27,-2.186,-0.647,-1.646,1.78,-1.921,0.442,-2.073,1.232,-1.021,0.52,5.11,5.111,-1.122,1.491,1.888,-0.172,-0.379,-0.211,4.246,0.829,-1.121,6.736,2.472,1.616,3.037,6.206,-0.165,1.549,-0.81,-0.595,0.095,-0.767,-0.584,-2.16,-1.38,3.778,3.674,0.909,3.138,4.392,4.12,0.537,2.889,0.931,0.601,5.201,0.038,3.889,3.181,-2.744,-1.228,-1.31,1.204,-2.027,-1.217,1.111,0.56,3.994,-3.524,1.647,1.876,-1.625,-0.039,4.849,4.582,1.538,4.053,4.889,1.551,-4.055,9.923,24.11,11.462,13.141,11.406,16.127,14.834],"base_top":[[248058,24.11],[40,19.027],[760,18.294],[27775,17.833],[3928,17.624],[27,16.85],[248068,16.127],[12189,16.018],[2665,15.94],[1206,15.908]]},"positions":{"tokens":[248058,198,27,1628,28,14430,4546,29,198,27,15704,28,19275,29,198,15,19,20,198,510,15704,29,198,27,15704,43650,29,198,19,18,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","bottom","_k",">","\n","<","parameter","=","series",">","\n","0","4","5","\n","</","parameter",">","\n","<","parameter","=k",">","\n","4","3","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.8027,0.1853,0.4599,-0.3828,-2.1614,0.3871,-1.2277,0.3162,0.1118,-0.5551,0.0337],[-4.2925,0.5646,8.3332,15.0782,-1.0959,-1.9448,1.1831,-0.7576,0.0964,-0.5322,-0.4132],[-4.5166,-0.4129,11.4692,18.0364,-2.3048,-0.8248,-0.4328,-0.3416,0.0115,-0.7579,-0.1112],[-1.9197,-0.6016,10.2569,15.8851,-2.4801,-0.0005,0.1829,-0.9079,-0.1482,-0.7297,0.0817],[-2.1571,-0.7658,11.3625,17.5221,-2.6632,-1.2865,-2.4438,-0.9194,0.1113,-1.0605,0.5122],[-1.2259,-0.9142,13.9971,16.3609,-1.3697,-1.747,-1.3974,-1.2929,0.2259,-1.2733,-0.0168],[-3.5731,-2.3342,10.811,20.4253,-1.7006,0.3171,0.3166,-1.2901,-0.0071,-1.5702,0.49],[-4.4808,-1.5456,9.8718,20.6767,-1.4386,-1.4684,-0.0137,-0.8244,0.0035,-1.4971,0.556],[-4.2525,-0.0633,10.8971,21.5545,-2.3518,-2.3197,1.1398,-0.5658,0.0054,-1.0328,-0.0047],[-4.4279,0.0337,11.8198,18.2651,-1.7879,-1.4445,-0.9947,-0.349,-0.2857,-1.14,-0.2987],[-0.4519,-0.4439,10.7061,17.381,-3.1333,-1.3174,1.7791,-0.7072,-0.2484,-1.0009,-0.0932],[-0.8265,-1.1048,10.9796,19.0811,-3.0184,-1.6575,-1.3826,-0.4875,-0.0878,-1.2203,0.3653],[-0.3651,-0.8588,13.4462,16.3729,-1.8864,-2.2863,-1.4317,-1.116,0.0222,-1.5413,-0.0191],[-3.6412,-2.3275,11.0994,22.7228,-2.747,-2.0604,0.342,-0.7071,-0.1538,-1.611,0.2304],[-3.5715,-1.5702,14.6201,22.0878,-3.3854,-1.4159,1.3413,-0.3947,0.2645,-1.2878,-0.0523],[-2.2944,-1.5613,18.3493,19.0981,-2.1952,-1.3041,-1.9571,-0.3217,0.0496,-1.321,-0.1902],[-3.0132,-2.961,15.4813,21.7821,-0.1398,-2.0102,-0.6007,-0.7521,0.1456,-1.5037,-0.3541],[-3.1627,-1.4358,14.1512,21.3921,-0.9613,-2.974,-0.8723,-1.0679,0.1917,-1.8267,-0.1843],[-4.3778,-1.2755,12.6596,21.6931,-1.4005,-2.0666,1.5697,-0.8771,0.0993,-1.8483,0.2001],[-4.2975,-1.1804,13.4942,20.6105,-1.9975,-1.2671,0.975,-0.4728,0.1811,-1.4963,-0.3483],[-3.1993,0.4737,10.4166,16.3035,-1.5549,-0.8082,1.3384,-0.252,-0.0143,-0.6204,-0.4852],[-4.5252,-0.2168,10.5095,21.0006,-1.1399,-2.8255,1.2304,-0.8853,0.2293,-1.3239,-0.1546],[-3.6393,-0.445,12.4268,21.8407,-1.7707,-0.0733,3.0672,-0.3463,0.1555,-1.3224,0.1763],[-4.042,-0.1341,11.1116,18.2361,-1.7184,-1.3392,-0.3904,-0.4324,-0.088,-1.0657,-0.1942],[-1.9081,-1.2611,11.0316,18.2988,-3.2405,-1.5499,1.895,-0.4878,-0.0778,-1.0504,-0.1828],[-1.849,-1.3909,11.0838,19.3013,-3.0254,-1.074,-2.0575,-0.6364,-0.0408,-1.3057,0.2834],[-2.9601,-0.9256,11.4093,21.879,-2.8677,-2.012,0.1615,-0.7347,0.0928,-1.1937,0.1717],[-2.2836,-1.1145,14.2279,20.7148,-3.2959,-0.8779,1.2701,-0.5882,0.2333,-1.2652,-0.1295],[-1.0168,-1.2208,17.1966,17.5049,-1.6007,-0.2316,-1.9163,-0.5271,0.2112,-1.3181,0.0857],[-3.7192,-1.1897,11.9538,20.1048,-0.5017,-2.0296,-0.3888,-1.0615,0.2942,-1.8644,0.0178],[-3.3415,-0.2762,11.6024,21.2195,-2.052,-1.1134,-0.3009,-0.5332,0.0324,-1.4897,-0.0468],[-3.1355,-0.9819,12.2347,18.5674,-1.7824,-0.4975,0.3549,-0.461,0.2214,-1.3168,-0.33],[-2.7451,0.9424,10.8613,16.9031,-1.6145,-0.4867,0.9398,-0.4978,0.1031,-0.4326,-0.5417],[-2.0548,0.4632,9.2758,19.7999,-0.9486,-2.0673,-0.3287,-0.8342,0.2384,-1.2792,0.1165],[-2.8248,-0.4636,10.0389,20.8557,-1.4186,0.047,1.7269,-0.4099,-0.1012,-1.4949,0.1263],[-2.152,0.6706,9.8025,15.5704,-1.6411,-0.6847,-0.6971,-0.656,-0.2278,-1.174,-0.199],[-3.757,0.2096,10.1672,17.0983,-1.8788,-0.5005,-0.5748,-0.7496,0.0597,-1.1578,-0.2645],[-4.4498,-0.1427,7.0067,14.3939,-1.0476,-2.04,1.8703,-1.0988,0.1094,-0.8326,-0.1622],[-3.9985,-2.0757,11.137,17.6823,-1.1034,-0.7742,2.5532,0.0393,0.2658,-1.0486,-0.0001],[-4.1792,-0.3301,8.7184,12.6474,-1.5029,-1.2308,-0.5884,-0.5224,-0.1325,-1.0353,0.0606],[-3.4083,-0.2662,9.633,13.5706,-1.968,-0.7473,-1.9492,-1.0475,-0.152,-1.6274,0.0268]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=bottom_k>\n<parameter=series>\n045\n</parameter>\n<parameter=k>\n43\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=bottom_k>\n<parameter=series>\n045\n</parameter>\n<parameter=k>\n43\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=bottom_k>\n<parameter=series>\n045\n</parameter>\n<parameter=k>\n43\n</parameter>\n</function>\n</tool_call>","n_tokens":41,"decision":"call","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0055","set":"final","cohort":"ambiguous","family":"edge_mutation","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: spruce_147, reference 042. These are not inputs to this request.\nThe operation I need is: remove a directed edge.\nOrigin vertex: either \"spruce_416\" or \"spruce_4169\", with no preference specified. Target vertex: \"spruce_546\".","tools":[{"function":{"description":"Create a directed edge. Inert synthetic operation.","name":"fx_26199","parameters":{"additionalProperties":false,"properties":{"p_1_56":{"description":"Origin vertex","type":"string"},"p_2_31":{"description":"Target vertex","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_56","p_2_31"],"type":"object"}},"type":"function"},{"function":{"description":"Remove a directed edge. Inert synthetic operation.","name":"fx_33762","parameters":{"additionalProperties":false,"properties":{"p_1_56":{"description":"Origin vertex","type":"string"},"p_2_31":{"description":"Target vertex","type":"string"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_56","p_2_31"],"type":"object"}},"type":"function"}],"prompt_tokens":653,"decision":{"rms":0.40959770305151444,"sumsq":171.79574102535844,"hb":[0.00632,-0.06101,-2.22669,0.26723,-1.69988,0.12557,-0.67633],"lse":22.84602720133121,"logits":[12.879,13.16,10.561,11.997,11.092,10.979,7.751,8.046,10.716,10.511,10.462,16.187,11.625,9.772,14.028,10.085,9.092,11.709,10.648,9.945,20.042,10.405,10.513,12.13,12.897,11.133,10.287,9.083,11.4,9.367,10.21,14.489,13.573,9.203,12.938,11.697,10.211,11.927,10.465,10.479,11.676,9.583,8.473,12.199,3.902,7.513,0.15,11.468,6.341,12.676,5.229,9.277,8.554,8.328,8.544,7.009,9.154,12.405,10.068,7.172,7.708,13.161,5.075,9.184,9.3,12.856,5.809,9.708,3.397,17.466,8.214,6.952,8.359,-1.145,8.516,2.035,9.985,6.574,7.638,8.977,8.287,10.749,7.617,7.821,9.829,6.174,8.244,5.169,8.694,12.952,1.957,2.965,14.678,13.507,2.834,5.844,11.554,-2.532,4.591,4.426,6.503,7.386,-0.249,6.852,0.451,13.249,8.976,4.836,7.78,9.992,8.595,10.517,5.578,6.061,7.281,10.098,15.281,4.808,6.089,6.624,11.688,9.487,12.614,13.05,12.326,10.96,2.787,10.578,8.736,9.441,1.622,6.227,3.977,6.497,13.474,6.298,3.804,12.812,5.22,8.345,7.869,12.819,10.887,4.859,0.293,7.465,11.339,0.88,14.414,2.754,-0.99,8.487,7.14,6.587,5.271,8.277,5.904,9.032,7.555,11.232,7.126,4.136,9.433,-1.564,7.24,5.618,9.121,5.905,-5.328,8.986,11.702,10.921,12.199,7.541,9.317,4.32,5.761,7.599,11.074,7.87,6.424,4.734,7.902,3.647,8.948,15.342,5.427,10.876,-2.419,9.942,9.593,4.341,10.155,13.67,3.103,3.482,8.681,9.962,8.113,2.229,7.85,12.832,5.532,3.601,12.127,6.664,8.459,6.263,5.834,11.119,1.923,9.097,13.626,3.255,6.516,5.893,-5.474,-0.292,5.693,5.423,5.65,8.4,6.502,4.369,-0.855,6.447,6.271,4.506,1.549,3.287,8.416,-1.772,2.367,5.372,7.651,11.265,3.148,9.43,5.773,8.313,7.276,5.327,3.54,4.054,7.261,12.041,0.247,-4.415,6.422,8.444,-1.116,10.424,7.889,8.1,4.77,-3.094,11.667,12.123,7.031,10.987,7.676,10.388,5.781,1.552,6.36,5.502,7.688,9.306,6.361,14.552,0.784,4.171,0.771,-0.084,2.333,6.754,7.118,7.209,7.417,-0.521,8.276,8.774,1.245,5.674,3.468,9.184,0.154,6.167,11.253,10.953,8.031,5.787,9.316,6.815,7.749,10.079,7.735,10.576,13.691,9.142,10.08,5.432,5.917,8.235,4.591,4.633,3.452,10.102,2.395,9.832,7.085,4.174,12.343,4.158,-1.591,-3.73,7.855,8.335,-5.895,-0.588,5.118,8.635,8.395,7.319,9.392,9.813,-3.429,-2.586,5.862,8.879,14.305,9.465,2.055,9.159,12.566,6.957,8.751,2.196,2.628,6.162,-2.315,11.976,11.106,12.527,9.256,3.37,8.474,3.427,5.833,1.412,8.192,5.119,-2.609,5.451,9.338,12.724,6.433,8.97,9.286,9.166,1.979,3.772,-1.261,0.558,10.811,9.205,12.375,5.539,3.983,3.209,9.447,10.426,1.58,5.159,9.844,5.079,4.261,9.287,7.432,12.296,4.434,-3.319,13.448,4.914,8.539,5.999,2.194,3.451,9.383,10.729,3.991,9.817,4.773,10.957,0.049,8.515,7.797,2.402,1.236,2.08,3.595,-1.911,5.286,2.171,10.705,1.813,8.502,10.083,-2.345,3.317,10.024,7.883,-0.053,5.515,8.254,8.747,-2.688,12.026,7.698,8.654,7.074,11.44,2.369,6.321,8.654,9.755,4.186,1.687,12.434,-1.527,13.576,8.014,3.522,5.173,3.002,5.129,8.667,7.43,12.032,10.631,8.374,5.895,6.563,4.791,3.22,4.068,9.14,0.036,11.789,0.945,7.34,-1.163,11.427,-1.84,4.327,2.574,9.801,5.379,4.367,-0.876,2.654,10.004,8.856,4.549,7.362,3.863,-0.25,1.603,7.544,8.372,6.285,12.007,6.261,-0.382,3.057,1.885,0.296,7.007,5.324,3.424,6.948,5.391,9.139,0.069,6.049,9.066,-0.822,7.277,16.318,9.784,6.134,5.086,7.509,8.388,5.059,5.428,10.951,1.388,7.002,1.152,6.033,0.604,2.983,5.849,1.102,4.09,-0.449,3.965,10.503,13.224,1.366,7.924,1.069,3.317,7.969,3.94,5.216,12.695,4.092,5.651,8.488,2.526,3.098,-1.433,5.253,5.729,0.01,-1.627,0.266,5.675,5.647,5.276,3.883,6.845,5.399,4.811,7.102,3.37,4.047,4.957,4.201,0.105,0.071,9.867,1.542,5.105,10.289,6.142,4.53,6.727,2.611,6.034,-3.043,2.449,7.367,10.22,5.868,10.406,2.57,8.195,8.344,6.631,-0.683,3.47,6.834,9.181,6.725,1.357,9.896,2.947,-0.739,4.914,3.429,8.583,1.951,4.05,-2.765,4.611,6.289,0.965,3.253,7.092,8.094,-0.341,3.725,0.562,6.36,1.377,10.237,-1.045,9.761,8.853,-1.48,4.102,9.283,-1.64,2.95,2.541,4.654,12.855,1.727,6.402,7.956,4.399,10.987,10.031,1.156,-1.386,-3.272,1.154,6.406,8.981,7.106,7.842,-1.124,6.882,3.13,7.746,4.102,5.774,10.434,4.612,4.18,1.768,5.342,11.987,3.973,7.662,-2.346,4.095,5.766,1.051,4.326,2.514,6.25,11.006,6.098,1.072,0.853,4.453,9.899,0.557,4.887,5.903,5.222,7.159,6.116,-2.203,1.195,3.314,-0.59,1.337,9.763,6.825,-4.436,0.926,-1.721,10.633,-0.641,3.568,9.565,6.6,5.311,12.308,2.345,6.297,7.392,-2.23,6.3,8.958,-4.453,-0.866,2.981,5.53,0.246,6.329,8.453,6.675,0.988,3.81,3.249,2.164,5.935,10.209,1.719,3.806,-1.13,9.796,5.272,7.564,4.089,6.065,10.052,6.849,2.761,5.729,3.275,3.033,5.959,1.068,4.916,0.562,-0.383,0.351,12.376,-0.946,5.451,2.306,-1.077,5.327,7.721,-1.432,7.234,11.212,1.23,1.334,3.2,5.324,5.53,2.406,3.465,2.204,3.977,3.307,1.148,7.588,0.455,9.483,7.522,4.53,3.919,-0.765,4.076,5.026,0.405,8.068,7.038,1.837,12.445,1.863,3.178,4.673,5.491,4.768,7.168,3.773,-0.028,2.81,5.18,1.137,-1.049,8.636,-1.921,0.889,6.237,3.577,-3.212,2.878,6.992,1.139,2.93,-2.16,1.327,9.247,4.815,2.924,0.393,1.501,-0.54,2.976,-0.569,-3.352,6.146,6.736,0.699,-1.332,1.941,7.245,1.405,7.999,11.416,-2.171,4.117,4.98,4.268,4.134,8.979,-1.502,3.608,2.196,8.045,0.466,-0.201,4.953,1.894,0.032,-0.425,0.445,1.721,1.152,2.475,5.048,-0.366,5.134,3.774,2.032,-2.048,-0.042,-1.828,2.793,2.171,1.916,4.306,0.469,4.538,0.753,5.933,1.741,0.384,1.286,1.089,2.935,2.389,3.568,3.953,3.49,0.552,2.436,-0.202,2.536,0.289,-3.633,2.269,1.684,1.202,1.705,1.062,0.172,1.624,12.768,9.165,3.038,4.241,2.841,2.079,3.617,0.491,-1.554,3.378,2.673,-1.693,-0.077,-0.096,-4.921,4.592,-0.317,2.503,-0.8,3.324,-0.504,-2.019,4.322,-1.28,-0.675,0.593,1.611,0.836,-1.137,0.433,-0.014,2.358,2.144,-0.552,0.447,0.075,0.159,1.9,1.939,0.875,-0.114,-2.646,-0.323,-0.754,0.695,1.777,2.481,4.263,3.041,-2.619,-1.364,5.146,3.485,-0.507,1.489,2.667,4.246,1.047,-2.099,0.922,0.8,0.936,3.3,-0.155,2.024,1.239,5.293,2.136,2.574,4.245,3.63,-0.543,5.083,-1.814,1.03,1.125,-0.369,5.46,2.434,0.513,3.717,-2.475,-0.778,4.157,0.31,0.719,1.47,2.326,2.291,0.182,5.63,-0.781,3.118,1.1,0.799,1.087,-0.575,4.358,1.126,0.64,3.424,-2.424,-0.323,3.846,5.538,-0.128,3.538,1.311,3.914,1.334,-0.14,4.743,5.199,2.161,1.232,0.75,2.686,-2.325,-0.756,0.397,-5.413,1.18,-1.041,0.676,-2.894,1.154,0.352,0.908,6.061,3.067,0.527,3.521,0.94,-0.608,0.162,1.388,4.309,2.351,-1.107,4.75,1.201,2.607,4.113,3.741,0.579,3.598,-2.518,3.461,-0.39,-0.561,0.436,-3.405,-0.502,3.269,2.771,0.205,4.27,4.792,2.787,0.518,4.204,1.75,0.249,5.703,1.407,4.409,3.945,-0.767,-1.825,-1.068,1.035,-2.152,-0.83,-0.486,-0.519,1.347,-2.357,1.569,0.947,-0.537,-0.745,2.696,3.416,0.742,1.891,4.055,1.826,-3.249,10.0,22.765,11.437,12.137,11.942,15.481,13.612],"base_top":[[248058,22.765],[40,20.042],[760,17.466],[27775,16.318],[27,16.187],[248068,15.481],[3928,15.342],[1919,15.281],[1206,14.678],[8160,14.552]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,18,18,22,21,17,29,198,27,15704,16874,62,16,62,20,21,29,198,49931,10208,62,19,16,21,198,510,15704,29,198,27,15704,16874,62,17,62,18,16,29,198,49931,10208,62,20,19,21,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","3","3","7","6","2",">","\n","<","parameter","=p","_","1","_","5","6",">","\n","spr","uce","_","4","1","6","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","3","1",">","\n","spr","uce","_","5","4","6","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-2.7246,-0.8673,-0.3542,-0.7189,-1.3041,0.7912,-0.1653,-0.0798,0.1724,-0.8816,0.09],[-3.9769,0.6947,7.2412,14.8809,-1.0143,-1.6468,1.8634,-0.9424,0.1185,-0.5373,-0.4267],[-4.3993,-0.9975,10.4724,17.9529,-1.0362,-0.415,0.0984,-0.3042,0.1464,-0.8933,-0.1912],[-2.1489,-1.7398,9.8635,16.0432,-1.8128,-0.693,1.2507,-0.9485,0.114,-0.7949,-0.012],[-2.3621,-2.1964,9.9203,15.4329,-1.883,-0.665,-1.0139,-0.5407,0.3484,-1.069,0.5992],[-1.0901,-3.2326,9.0054,14.6126,-0.8607,-0.3146,0.5726,-0.7286,0.5443,-1.414,0.1704],[-3.5089,-1.2497,11.6464,20.7042,-2.3516,0.3038,0.1745,-1.3592,0.4368,-1.5119,0.1767],[-2.9358,-2.1168,15.0408,19.956,-1.327,-1.1276,-1.2181,-0.7412,0.25,-1.6048,-0.322],[-3.5432,-2.1174,13.2243,20.4874,-1.5992,-2.2633,-1.1876,-1.3105,0.1954,-1.3797,-0.3422],[-3.5232,-1.7648,12.9477,20.5803,-0.6335,-1.8748,-0.91,-1.327,0.0028,-1.2643,-0.673],[-2.8009,-2.301,12.5691,19.5398,0.1946,-2.9992,0.1666,-1.68,0.0079,-1.2344,-0.3751],[-3.9093,-1.17,11.1311,21.0437,-0.4916,-1.7873,1.0267,-1.8334,0.4248,-1.4029,-0.3027],[-4.5259,-1.235,10.6065,22.3872,-1.1365,-2.2615,0.9157,-0.7176,0.0485,-1.1511,-0.1536],[-4.3756,-0.6733,10.9498,21.0001,-2.0554,-1.3964,1.3094,-0.0025,0.1937,-1.0582,-0.4135],[-4.9055,-0.619,10.597,17.8479,-1.7547,-1.1896,0.1572,-0.2296,-0.2134,-0.9897,-0.3908],[-1.1839,-1.206,10.4298,18.3454,-2.6242,-1.5563,3.2371,-0.387,-0.0295,-1.0619,-0.5092],[-1.5595,-2.0213,9.621,20.1018,-3.0058,-0.969,-1.1959,-0.6116,0.012,-1.0964,0.1028],[-3.2023,-1.087,10.4471,21.6577,-3.1933,-0.8812,1.0333,-0.9416,0.2026,-1.3589,-0.1734],[-2.3582,-2.1636,14.5958,22.5929,-2.9962,-1.0676,-0.0137,-0.3488,0.2258,-1.5275,-0.5848],[-2.953,-1.6647,11.058,22.1924,-2.6989,-1.4002,0.4823,-1.2156,0.2173,-1.8951,-0.107],[-2.3397,-2.2975,15.5636,21.9333,-2.5792,-2.3626,-0.8717,-0.6078,0.1767,-1.6551,-0.6221],[-2.4589,-1.4494,12.6344,22.308,-1.0771,-2.9027,0.8915,-1.0551,0.0344,-1.2554,-0.2583],[-3.9305,-1.5816,13.2522,22.5623,-1.8754,-2.0823,1.1822,-0.5897,0.1582,-1.7181,-0.0219],[-2.6259,-1.1136,16.4909,20.4488,-3.8827,-0.3454,2.1934,-0.2672,0.509,-1.4564,-0.272],[-0.3023,-0.8655,19.5501,15.3286,-1.8358,-0.4697,-1.2396,-0.5004,0.4641,-1.5731,-0.2005],[-2.3627,-0.9868,13.9644,19.2519,-1.3364,0.0858,0.1492,-1.1842,0.028,-1.2168,0.0818],[-2.5019,-0.412,12.8162,20.9808,-2.0017,1.3821,0.4414,-1.5104,0.2815,-1.8495,0.073],[-0.9517,-1.7248,16.9823,19.1852,-1.5737,1.1428,-1.6351,-0.8831,0.2616,-1.8578,-0.5033],[-2.897,-1.1133,12.9822,19.6998,-0.0224,-1.2383,-0.9265,-1.0649,-0.0312,-1.575,-0.4349],[-1.6993,-1.4319,12.3511,19.4394,-1.6036,-1.9031,-0.2698,-1.5169,0.2364,-1.6212,-0.4045],[-2.6997,-1.1195,12.6156,19.4931,-2.1439,-0.9419,1.3224,-0.8605,0.2433,-1.9014,-0.2018],[-4.8282,-0.9842,12.697,19.1285,-2.4957,-0.5443,0.9116,-0.6685,0.3434,-1.3439,-0.6649],[-2.1325,0.1325,10.2888,14.8248,-1.8263,-0.5319,1.081,-0.5957,0.1191,-0.6753,-0.6354],[-4.8757,0.1593,8.6609,21.0296,-1.0621,-3.2328,0.9585,-1.0584,0.1713,-1.2809,-0.3135],[-2.4579,-0.7667,11.9875,21.0774,-2.3573,0.4874,1.3718,-0.2333,0.099,-1.5218,-0.2947],[-5.5081,-0.3381,11.8256,19.4715,-2.3118,-0.946,0.1861,-0.2668,-0.203,-1.0272,-0.4366],[-1.9235,-0.8552,10.8254,19.181,-2.8526,-1.0138,2.4924,-0.7369,0.0302,-0.7269,-0.5185],[-2.453,-1.6927,9.2753,20.59,-3.1637,-1.059,-0.9421,-0.7051,0.037,-1.2095,-0.0289],[-3.9552,-1.4421,10.3725,21.4099,-3.1442,-1.0446,0.6701,-1.117,0.316,-1.3831,-0.1401],[-3.3946,-2.7742,14.4361,21.6295,-2.7427,-0.5191,-0.042,-0.5875,0.2835,-1.4459,-0.6211],[-4.7085,-2.3395,11.2906,22.7019,-2.1356,-1.2408,1.1361,-1.2294,0.1834,-1.8602,-0.0232],[-4.2038,-3.1903,14.2306,20.2196,-1.5069,-2.344,-0.0133,-0.7023,0.0649,-1.7476,-0.6601],[-3.5982,-1.7777,12.5828,22.3752,-0.5613,-1.1906,-0.4522,-0.9927,0.2725,-1.6614,-0.2262],[-4.9688,-1.6074,14.0378,22.5457,-1.3501,-2.2099,0.7635,-0.4983,0.1873,-1.2586,-0.1967],[-3.5753,-1.0353,16.6235,20.8728,-3.9063,-0.2833,1.4272,-0.1123,0.4498,-1.2869,-0.2743],[-1.6614,-1.0334,20.4843,16.2676,-1.7724,-0.6699,-1.7187,-0.3989,0.4168,-1.474,-0.2428],[-3.3943,-1.5227,14.2619,19.7786,-1.3295,-0.466,0.8255,-1.2765,-0.0331,-1.1978,0.0869],[-3.7336,-0.7791,13.6987,22.0075,-2.4135,0.5437,0.1084,-1.4462,0.3786,-1.5904,0.066],[-1.9145,-1.7232,18.3774,20.7924,-2.335,-0.448,-2.2374,-0.9645,0.3308,-1.5656,-0.5216],[-3.0953,-1.8749,14.3145,21.5875,-0.0591,-1.6366,-1.3683,-1.1422,-0.0696,-1.2969,-0.6008],[-3.3728,-1.6892,13.2339,21.834,-1.0819,-2.2751,0.9508,-1.1576,0.2259,-1.4501,-0.3007],[-3.7833,-1.4957,11.7627,22.2403,-1.2811,-1.3093,0.7618,-0.5681,0.1671,-1.6111,-0.3171],[-3.6648,-1.4651,11.9382,19.696,-1.7649,-0.223,1.0395,-0.5444,0.2787,-1.3618,-0.5991],[-2.2919,0.1639,11.4175,16.3947,-1.5695,-0.8257,1.0352,-0.8208,0.0903,-0.6398,-0.6486],[-3.166,0.3743,8.3243,20.3237,-1.2267,-2.1227,1.0599,-0.9152,0.1619,-1.2175,-0.1035],[-1.68,-0.4705,10.1278,20.4616,-1.4884,0.0141,1.301,-0.2189,-0.0362,-1.3519,-0.3796],[-3.1587,0.6076,9.8697,16.5301,-1.1565,-0.3846,-0.0312,-0.7297,-0.0415,-1.2509,-0.4249],[-3.4837,-0.4635,10.7902,17.7978,-1.8627,-0.4268,-0.6914,-0.9949,0.1625,-1.2931,-0.2913],[-4.7228,0.2189,5.9832,13.6002,-0.9211,-1.7447,2.0885,-1.1417,0.181,-0.7074,-0.1035],[-3.7409,-2.1783,9.1822,17.1743,-2.179,-0.9694,3.1912,0.0581,0.2397,-0.9063,-0.1192],[-4.6226,-0.6709,7.6325,12.145,-1.2866,-0.7577,0.004,-0.9051,-0.0546,-1.2064,0.1007],[-3.5472,0.0381,8.5266,12.4366,-3.0044,-0.8901,-1.6911,-1.2219,0.0309,-1.6747,0.1435]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_33762>\n<parameter=p_1_56>\nspruce_416\n</parameter>\n<parameter=p_2_31>\nspruce_546\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=fx_33762>\n<parameter=p_1_56>\nspruce_416\n</parameter>\n<parameter=p_2_31>\nspruce_546\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_33762>\n<parameter=p_1_56>\nspruce_416\n</parameter>\n<parameter=p_2_31>\nspruce_546\n</parameter>\n</function>\n</tool_call>","n_tokens":62,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0094","set":"final","cohort":"no_tool","family":"partition","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: maple_422, reference 038. These are not inputs to this request.\nI am writing documentation, not requesting an operation. Explain what it means to merge a specified number of adjacent partitions. Do not access or change stored data.\nStarting partition identifier: \"maple_179\". Number of parts: 28.","tools":[{"function":{"description":"Split a partition into a specified number of parts. Inert synthetic operation.","name":"fx_15770","parameters":{"additionalProperties":false,"properties":{"p_1_44":{"description":"Starting partition identifier","type":"string"},"p_2_81":{"description":"Number of parts","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_44","p_2_81"],"type":"object"}},"type":"function"},{"function":{"description":"Merge a specified number of adjacent partitions. Inert synthetic operation.","name":"fx_54481","parameters":{"additionalProperties":false,"properties":{"p_1_44":{"description":"Starting partition identifier","type":"string"},"p_2_81":{"description":"Number of parts","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_44","p_2_81"],"type":"object"}},"type":"function"}],"prompt_tokens":666,"decision":{"rms":0.3749924762637579,"sumsq":143.99319782853127,"hb":[-0.01742,-0.0871,-1.63734,0.14423,-1.14568,0.25112,-0.48897],"lse":21.938645388841934,"logits":[15.312,13.458,13.282,12.97,12.7,13.132,9.333,10.04,10.637,11.073,10.215,15.379,14.779,10.418,13.88,11.581,9.898,14.141,10.693,12.153,20.515,11.027,18.656,14.24,13.278,13.504,10.765,9.86,13.37,10.007,9.61,13.217,16.225,9.798,10.523,13.722,9.066,11.971,8.734,14.318,11.766,7.78,7.308,11.399,5.115,7.276,4.496,11.825,7.933,16.399,6.959,8.017,10.097,9.393,8.553,5.235,10.278,10.364,12.295,6.565,7.192,16.673,4.709,6.995,9.98,10.481,5.601,12.018,0.832,18.678,8.738,8.301,9.723,-0.53,13.305,5.732,10.346,7.344,8.754,12.755,9.753,8.597,9.989,10.498,12.925,4.78,7.387,13.175,11.621,11.184,-1.266,6.862,20.098,10.054,4.589,6.969,14.82,-3.523,2.47,1.902,9.034,10.788,1.804,8.407,0.88,15.108,12.668,4.475,8.115,11.998,6.555,9.943,7.11,6.045,7.795,13.014,18.026,8.133,9.075,9.131,14.996,13.452,15.112,15.824,16.905,10.801,4.378,12.7,9.099,11.221,2.126,9.428,4.437,8.298,9.684,7.475,3.096,14.812,3.503,10.151,8.871,17.126,13.862,4.436,1.959,9.306,15.127,-0.889,16.296,3.729,-1.717,11.363,7.085,7.108,7.106,10.46,8.682,7.347,10.609,10.355,10.149,5.138,14.418,-2.301,9.813,5.274,8.9,6.855,-5.606,8.893,13.382,13.87,14.577,9.187,8.126,6.353,7.315,9.786,13.553,7.019,9.78,7.011,7.293,3.581,9.254,15.815,6.882,12.089,-0.845,11.946,11.331,5.931,15.857,12.726,4.797,7.706,10.683,14.996,9.877,3.001,9.457,11.905,9.591,2.731,13.305,11.64,10.797,7.56,6.874,13.85,4.335,13.149,16.564,3.362,7.518,9.446,-6.235,-0.096,5.064,5.183,8.112,7.594,9.79,3.944,0.556,9.683,7.549,4.407,1.613,9.096,9.843,-2.504,4.42,6.717,11.043,10.652,2.815,16.455,8.105,10.671,7.333,2.599,4.785,4.494,6.756,11.456,1.199,-3.445,10.93,10.49,1.2,9.248,10.907,13.536,5.585,-3.171,12.235,12.55,8.768,13.605,8.741,12.063,6.229,2.151,4.375,7.575,6.738,11.122,6.919,15.868,-0.191,5.784,0.087,2.528,3.007,9.725,9.875,7.201,10.226,2.052,9.76,10.424,0.95,6.729,9.697,10.696,-0.231,6.888,12.47,13.293,8.892,8.772,12.914,7.117,10.304,8.7,8.041,12.141,15.072,9.759,13.543,9.212,5.111,10.662,8.176,5.399,8.656,12.625,1.927,10.458,10.01,3.935,15.651,5.2,-1.266,-0.533,10.315,8.34,-5.816,-0.35,5.254,9.936,9.309,11.901,11.301,12.401,-1.729,-3.685,8.442,10.182,17.53,7.917,3.498,13.308,13.684,6.01,11.056,4.026,3.718,8.907,0.873,9.577,12.729,12.186,11.549,3.445,8.227,3.508,4.234,1.845,10.095,6.077,-3.516,3.561,6.718,13.685,8.699,13.756,10.996,9.121,4.087,8.058,0.539,0.159,13.734,9.578,10.922,7.262,3.538,3.57,11.122,7.799,1.048,7.157,12.174,6.643,6.954,13.333,8.267,16.022,3.454,-0.682,15.085,3.391,9.764,5.253,2.22,3.917,8.765,13.804,5.47,13.344,7.618,14.663,1.283,11.997,8.741,4.435,3.841,3.566,4.254,-2.627,6.261,5.416,12.595,1.172,9.037,11.643,-1.517,2.594,13.235,9.912,1.5,5.764,10.729,10.454,-2.385,11.328,13.839,10.779,8.131,11.476,3.465,6.218,8.248,8.931,3.734,-0.56,15.033,-2.006,14.254,8.382,2.077,4.566,0.799,6.322,7.535,9.877,12.807,13.407,10.671,8.015,9.866,6.066,2.431,6.111,10.455,2.257,16.734,-0.067,8.728,-1.052,13.344,-2.434,1.661,2.539,11.637,8.043,8.938,2.27,2.36,12.876,8.952,7.254,7.969,4.385,1.34,1.931,10.696,8.367,7.383,14.506,9.757,-1.987,3.285,2.572,2.458,7.58,7.37,2.144,10.01,7.669,12.418,3.1,8.286,11.91,2.088,7.982,18.139,13.143,7.319,8.405,8.671,7.861,7.704,8.019,12.669,0.288,9.577,3.362,9.089,3.727,4.162,8.848,-0.386,6.86,2.923,7.904,12.646,15.52,5.519,11.472,2.578,5.881,11.708,2.672,6.8,15.613,6.28,5.664,11.575,1.597,2.498,-1.625,6.08,9.114,2.842,-3.898,2.22,7.334,5.731,5.845,5.698,4.466,5.515,6.214,7.2,4.856,5.891,6.6,8.262,0.62,2.552,11.467,0.37,7.47,12.634,10.939,6.976,5.23,1.94,7.906,-0.584,0.879,8.952,13.506,4.971,12.386,2.097,8.62,10.587,4.34,-0.888,4.575,9.833,12.176,8.358,5.35,12.368,1.916,-0.401,5.41,4.888,11.579,2.38,4.344,-4.193,6.821,5.581,0.644,3.719,7.577,9.514,0.869,3.714,-0.388,8.215,1.113,8.236,0.086,12.038,9.548,-1.97,5.504,8.074,1.354,3.615,1.848,6.577,13.324,3.221,9.637,9.197,4.326,12.859,10.668,3.83,-1.414,-0.533,0.666,7.518,11.129,9.829,9.99,-0.157,5.168,3.227,6.322,7.796,10.081,11.809,4.217,17.81,2.791,5.317,12.894,5.416,10.515,-0.223,3.107,3.962,2.177,3.511,4.716,7.599,13.274,9.237,0.517,1.744,3.719,11.035,-0.316,7.577,11.518,7.238,9.077,6.453,-1.558,3.953,5.646,1.655,7.026,12.132,10.461,-2.192,1.372,0.108,12.885,-0.285,5.949,12.404,8.529,8.205,12.023,0.761,5.375,8.825,-1.745,6.237,13.837,-4.718,0.119,3.359,8.391,2.599,9.326,9.562,2.971,1.914,1.619,2.761,1.751,5.546,10.619,4.271,3.399,0.746,10.51,8.724,10.1,6.401,13.088,14.911,10.489,4.406,6.867,1.417,3.986,8.003,1.326,10.132,4.479,1.908,-0.971,11.953,-1.618,8.266,2.339,0.25,4.954,11.115,1.13,10.261,14.334,2.072,1.388,5.235,6.207,3.674,5.93,3.445,3.15,5.133,1.081,3.632,10.599,-1.81,10.195,7.962,4.133,6.299,0.341,6.369,7.429,1.848,9.066,10.853,2.553,11.582,3.261,3.562,6.29,8.055,3.854,9.13,1.48,1.767,4.85,8.573,1.914,0.027,13.047,-1.08,2.614,7.777,2.141,-2.093,1.977,7.897,1.721,2.982,0.757,1.745,12.55,5.387,2.369,0.562,1.894,-2.297,1.551,1.058,-2.831,5.774,10.452,3.192,-1.702,3.963,7.629,2.165,8.963,12.203,-0.852,4.558,7.546,5.191,5.25,11.687,-2.156,6.378,2.424,9.473,-1.61,0.937,5.413,3.718,1.773,-0.955,1.468,2.743,3.572,3.893,5.547,-0.129,6.649,5.179,3.982,-2.097,-2.794,0.015,0.549,1.934,1.411,4.58,4.797,5.787,3.257,6.814,3.861,1.179,1.709,1.572,4.742,1.437,4.494,2.689,2.608,-2.224,2.726,2.741,1.254,0.658,-4.109,1.9,6.155,0.694,0.179,2.938,-1.279,3.52,10.92,8.952,2.597,2.704,3.443,2.805,4.516,-0.457,-0.313,2.921,2.739,-0.939,2.462,2.252,-3.668,4.669,-0.978,4.62,2.308,2.946,-0.515,-2.41,1.946,0.338,-0.807,1.608,2.134,3.377,-0.775,-0.437,-1.28,1.391,1.578,1.579,2.149,1.982,-0.501,0.394,2.819,2.307,-1.074,1.3,1.957,1.844,0.166,1.409,1.617,5.008,2.393,-0.728,-1.378,4.673,3.674,1.838,2.462,5.546,3.88,0.596,-1.781,-1.269,1.678,-2.103,3.439,0.423,3.822,1.803,6.536,2.334,2.38,4.061,3.929,0.14,5.209,-1.257,2.218,0.847,-0.121,3.482,0.397,2.743,1.116,-2.015,-3.056,2.924,0.643,1.769,1.622,1.795,3.073,1.477,5.217,1.311,4.612,-0.412,-0.391,1.691,-1.044,4.627,1.097,2.077,4.022,0.858,-0.298,3.717,6.216,3.291,1.239,2.199,3.393,-0.145,0.865,4.194,2.122,4.63,0.995,1.568,0.854,-1.748,0.651,-0.909,-6.355,4.324,0.838,3.12,0.321,1.248,-0.6,2.906,4.095,3.0,0.89,2.662,1.743,-0.076,1.149,1.133,4.436,2.027,2.077,7.102,0.21,2.546,2.821,3.998,2.011,2.793,-0.351,4.72,2.458,1.088,0.566,-4.791,1.858,3.107,3.415,0.464,3.679,4.427,5.899,0.365,3.46,3.225,1.529,4.016,1.126,4.109,2.79,-1.451,1.144,-2.317,3.215,-1.017,-0.149,1.0,0.016,1.574,0.177,1.784,0.51,-1.381,0.705,3.629,3.55,1.4,3.148,4.861,3.542,-3.702,7.955,20.791,7.561,8.658,8.843,16.85,12.285],"base_top":[[248058,20.791],[40,20.515],[1206,20.098],[760,18.678],[44,18.656],[27775,18.139],[1919,18.026],[50346,17.81],[12189,17.53],[2523,17.126]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,20,19,19,23,16,29,198,27,15704,16874,62,16,62,19,19,29,198,2117,273,62,16,22,24,198,510,15704,29,198,27,15704,16874,62,17,62,23,16,29,198,17,23,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","5","4","4","8","1",">","\n","<","parameter","=p","_","1","_","4","4",">","\n","map","le","_","1","7","9","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","8","1",">","\n","2","8","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.8972,-2.8474,0.3507,0.5345,-1.5063,1.3287,0.9109,-0.0221,0.2707,-0.8461,0.1818],[-4.509,-0.2649,7.4332,15.4188,-1.5088,-1.5887,2.0434,-0.6786,0.2303,-0.5876,-0.3693],[-4.8249,-2.2541,11.1968,18.4136,-1.1494,-0.7625,-0.0682,-0.3123,0.1473,-0.9835,-0.1314],[-2.5298,-2.132,9.783,16.0459,-1.8298,-0.9356,1.3842,-0.7268,0.0674,-0.735,0.026],[-2.2794,-2.9355,10.3015,16.2352,-1.9304,-1.149,-0.9748,-0.7139,0.3365,-1.2185,0.6958],[-1.333,-3.8513,9.4473,15.1074,-0.4826,-1.0001,0.4127,-0.7015,0.6246,-1.228,0.2758],[-2.7312,-2.4113,12.3265,20.56,-2.0533,-0.0527,-1.0157,-1.3502,0.4814,-1.5608,0.2146],[-1.9119,-2.5861,16.7831,20.6657,-1.5259,-0.9725,-2.2612,-0.7446,0.3181,-1.6167,-0.4417],[-2.6424,-2.9381,14.9941,22.2095,-0.776,-2.4267,-1.1241,-1.4097,0.0645,-1.5116,-0.4678],[-3.0368,-3.1282,12.7328,20.0069,-0.0713,-2.5825,-0.78,-1.7133,-0.0181,-1.5944,-0.3062],[-3.7331,-2.458,11.3642,18.2152,1.7025,-1.2177,0.5537,-1.7662,-0.3517,-1.5976,-0.3122],[-4.0353,-2.1255,11.9069,21.768,-0.0545,-1.5775,-0.0109,-1.6362,0.2781,-1.4283,-0.251],[-4.5161,-1.4075,10.4149,22.6581,-1.1537,-2.1488,0.7342,-0.805,0.0721,-1.1261,0.011],[-5.3385,-0.9347,9.3162,20.5042,-1.7366,-2.3904,1.3578,0.0193,0.0645,-1.0003,-0.2041],[-4.3203,-0.6988,10.6269,17.4018,-1.2943,-1.589,-0.3039,-0.1809,-0.2377,-0.9526,-0.2636],[-1.4644,-1.3082,9.8959,17.5608,-2.278,-1.8277,3.0828,-0.304,-0.1262,-0.9802,-0.5106],[-1.8785,-2.1705,9.6439,20.2026,-2.7398,-1.3235,-0.8523,-0.622,-0.0704,-1.1395,0.1856],[-3.6437,-1.6155,10.2473,21.7495,-2.6277,-1.6503,1.189,-0.8395,0.156,-1.407,-0.0586],[-2.3845,-2.5448,14.428,22.3861,-2.2718,-1.378,-0.1851,-0.2199,0.1809,-1.5152,-0.5657],[-3.1888,-3.1162,11.0962,22.612,-2.1901,-1.5735,0.4653,-1.1469,0.2098,-2.1118,-0.061],[-2.3973,-3.9049,15.5839,22.0858,-1.8378,-1.764,-0.6801,-0.5235,0.1343,-1.7645,-0.5621],[-2.5246,-2.5035,12.1272,22.0454,-0.0248,-2.1117,0.4243,-1.1077,-0.0336,-1.767,-0.2032],[-4.6189,-2.2387,12.6938,22.3701,-1.6883,-2.7293,2.1957,-0.4918,-0.0408,-1.6722,0.0829],[-4.057,-2.3223,14.8668,20.2117,-3.3245,-1.5957,3.2093,-0.1638,0.1935,-1.5251,0.0576],[-2.3686,-2.2475,17.9077,15.5804,-1.1813,-1.6959,0.2656,-0.5231,0.1202,-1.6687,0.1828],[-2.8829,-1.177,13.4196,20.5946,-0.2692,-0.6401,-0.3224,-1.1547,0.2748,-1.4443,0.1642],[-3.8605,-1.8529,12.7527,21.617,-1.9446,-0.0793,0.5191,-1.0395,0.2518,-1.5652,0.0957],[-1.7762,-3.0802,16.8831,19.8825,-1.6648,0.5777,-1.8683,-0.6221,0.1251,-1.633,-0.3724],[-2.6102,-2.0139,13.4365,20.6892,-0.414,-0.6746,-1.4383,-1.3058,-0.1334,-1.6841,-0.5276],[-2.8674,-2.8306,12.996,21.2564,-0.7104,-2.1982,-0.287,-0.815,0.0062,-1.6226,-0.1539],[-3.5362,-1.7161,11.2032,20.9077,-1.1665,-2.1775,1.5838,-0.5439,0.163,-1.6896,-0.0485],[-4.1384,-1.7375,12.0414,18.9938,-1.5839,-1.438,0.6594,-0.5624,0.1293,-1.4263,-0.6089],[-2.7523,0.0077,10.8939,16.7676,-1.9813,-1.0387,0.5471,-0.4581,-0.0166,-0.8014,-0.6018],[-4.5869,-0.0827,8.9063,21.679,-1.249,-3.3333,1.1818,-1.0181,0.2873,-1.2496,-0.2997],[-3.2338,-1.629,10.943,20.8358,-1.517,-0.8886,2.0111,-0.0992,0.3039,-1.2465,-0.0322],[-4.5377,-0.5967,10.4415,18.4888,-1.5819,-1.1798,-0.1377,-0.4387,-0.1445,-1.075,-0.2674],[-1.6474,-1.103,10.663,18.5898,-2.9365,-1.3065,2.3473,-0.6494,0.0537,-0.8629,-0.3142],[-2.2726,-1.7323,9.4124,20.5347,-3.0338,-1.2308,-0.9624,-0.7947,0.0823,-1.1807,0.0965],[-3.6894,-1.0613,10.158,20.6608,-2.7296,-1.8589,0.8658,-1.0178,0.3377,-1.3228,-0.0546],[-3.166,-2.3666,14.6727,21.9619,-2.6736,-1.33,-0.0235,-0.4948,0.2814,-1.3773,-0.594],[-3.9993,-2.2766,10.3755,21.7011,-1.423,-1.0522,1.178,-1.3105,0.1358,-2.1032,-0.1182],[-2.6789,-2.8324,14.6286,20.8289,-1.1125,-1.0412,-0.4329,-0.6485,-0.0615,-1.6126,-0.6883],[-3.4163,-1.3997,12.834,22.7617,-1.4449,-2.0903,-0.3784,-1.0448,0.2475,-1.3277,-0.4156],[-4.3081,-0.9921,11.5689,22.2511,-2.6705,-2.574,2.1024,-0.8281,0.1583,-1.0665,-0.1048],[-4.0424,-1.3517,13.1281,20.6889,-3.6806,-0.7351,3.1566,-0.3528,0.3092,-0.9622,-0.3182],[-2.339,-1.8032,17.5855,18.0624,-2.3197,-0.5391,-0.3362,-0.5349,0.1486,-1.2008,-0.0693],[-2.9874,-1.5245,12.6012,20.6717,-0.4851,-1.3317,0.215,-0.8043,0.2141,-1.5182,-0.1862],[-4.4303,-1.5112,11.7285,21.6588,-1.5246,-2.2227,0.4426,-0.3825,0.0474,-1.2904,-0.0307],[-4.2594,-1.524,12.0684,18.9071,-1.762,-0.7828,0.3127,-0.3813,0.1016,-1.2336,-0.2476],[-2.633,0.4075,11.4607,17.0477,-1.8969,-1.0789,0.9986,-0.7277,0.0162,-0.7301,-0.4885],[-3.8322,0.1603,8.4716,20.4765,-1.2913,-2.2405,0.852,-0.8851,0.2006,-1.0889,-0.0508],[-2.8047,-1.9028,9.9954,20.3265,-1.0257,-0.4875,2.5133,-0.0108,0.22,-1.2993,-0.1886],[-3.1799,0.1221,9.179,16.1968,-0.8654,-0.4257,-0.2019,-0.6299,-0.1533,-1.1473,-0.2614],[-0.8759,-0.9234,9.7734,17.3747,-2.8361,-1.023,2.2804,-0.3281,-0.0463,-0.6419,-0.3107],[-2.0824,-1.9034,9.4599,20.4468,-2.2431,-1.5696,-1.3346,-0.6493,-0.11,-1.0516,0.0591],[-2.2656,-0.2525,10.4428,19.7561,-1.5804,-3.0792,-0.3708,-0.6098,-0.0321,-1.3392,-0.1024],[-4.0847,-1.7974,10.8055,21.7367,-0.7928,-2.0271,-0.288,-0.8703,-0.077,-1.624,-0.017],[-2.749,-1.1618,13.0073,19.7532,-2.3982,-1.9578,0.9691,-0.2198,-0.0639,-1.2769,-0.0044],[-1.1398,-1.3544,16.3761,16.496,-1.1188,-2.1365,-1.1161,-0.6208,-0.0114,-1.4468,-0.0497],[-4.0638,-1.4072,11.0138,22.4558,-1.4785,-2.0582,1.1856,-0.5361,0.0872,-1.5052,-0.0802],[-4.3936,-1.3948,11.896,18.4666,-1.7272,-0.7203,0.5669,-0.5999,0.2345,-1.2057,-0.5478],[-2.9405,0.0194,11.6999,17.2286,-1.6611,-0.5683,1.0187,-0.6347,0.1326,-0.6286,-0.6637],[-4.0529,-0.1924,7.812,19.2463,-0.5789,-2.2989,-0.0121,-0.7104,0.3279,-1.1107,-0.0736],[-4.5137,-2.7948,9.8739,19.8639,-1.0073,-1.2115,2.8056,-0.4023,0.4539,-1.0533,-0.3425],[-4.8759,0.1794,11.173,17.7803,-0.9463,-0.754,-1.0093,-0.4483,0.0009,-0.8835,-0.1677],[-3.9212,-0.2322,9.6487,16.2802,-1.4479,-0.4751,-0.58,-0.6714,0.2031,-0.8839,-0.3389],[-4.5722,-0.385,5.2908,12.5547,-0.318,-1.6636,1.9967,-1.2927,0.3083,-0.9937,-0.1701],[-3.9164,-3.5389,10.0898,17.5636,-1.3279,-1.1594,2.8096,0.0388,0.4082,-0.8333,-0.1226],[-4.208,-0.0916,8.1213,12.0855,-1.891,-1.2669,-0.4353,-0.7566,-0.1433,-1.099,0.0606],[-3.1046,-0.8321,10.3305,14.0921,-2.0479,-0.8154,-1.9605,-0.9213,-0.1126,-1.5853,0.0804]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_54481>\n<parameter=p_1_44>\nmaple_179\n</parameter>\n<parameter=p_2_81>\n28\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":70,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"final-611406-0183","set":"final","cohort":"ambiguous","family":"schedule_offset","action":"clarify","ambiguous":true,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Unrelated archived note: birch_834, reference 041. These are not inputs to this request.\nPlease schedule an event earlier by minutes.\nAdjustment in minutes: either \"61\" or \"619\", with no preference specified. Event identifier: \"056\".","tools":[{"function":{"description":"Schedule an event later by minutes. Inert synthetic operation.","name":"fx_35324","parameters":{"additionalProperties":false,"properties":{"p_1_66":{"description":"Event identifier","type":"string"},"p_2_58":{"description":"Adjustment in minutes","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_66","p_2_58"],"type":"object"}},"type":"function"},{"function":{"description":"Schedule an event earlier by minutes. Inert synthetic operation.","name":"fx_69867","parameters":{"additionalProperties":false,"properties":{"p_1_66":{"description":"Event identifier","type":"string"},"p_2_58":{"description":"Adjustment in minutes","type":"integer"},"p_optional":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"}},"required":["p_1_66","p_2_58"],"type":"object"}},"type":"function"}],"prompt_tokens":649,"decision":{"rms":0.3709204265862417,"sumsq":140.8829059675336,"hb":[-0.04221,-0.06121,-1.70229,0.17976,-1.20795,0.11714,-0.39813],"lse":23.303961907371253,"logits":[12.912,13.822,12.937,13.066,12.54,11.336,9.539,9.182,11.193,11.817,11.371,16.156,11.27,10.337,13.378,10.401,10.165,12.531,10.55,10.026,20.479,9.358,10.665,14.456,12.877,12.384,9.773,12.461,12.43,9.14,9.428,14.256,13.226,7.101,11.532,11.775,8.937,11.237,8.656,8.862,12.959,7.717,7.166,11.78,3.968,6.799,-0.072,10.454,6.876,13.974,5.06,8.57,8.956,7.678,8.011,4.541,10.38,12.803,11.485,5.817,6.802,13.639,4.281,8.379,9.967,11.439,3.352,9.594,2.507,17.293,9.574,8.659,9.556,-0.036,9.071,3.203,8.936,7.852,9.502,8.599,8.924,10.239,7.129,7.741,10.493,6.307,7.611,4.675,9.302,12.075,1.17,5.425,15.393,11.626,3.844,6.575,11.966,-3.687,2.55,2.377,9.823,9.148,0.062,9.056,0.036,13.178,9.538,4.003,6.362,12.233,7.714,9.95,5.908,5.726,6.343,10.728,14.968,4.18,8.721,9.715,12.493,11.093,12.386,14.035,12.531,11.657,2.308,12.425,8.15,9.472,0.457,6.016,3.985,5.362,11.271,9.466,5.635,12.811,4.206,9.234,8.376,13.513,12.769,3.542,0.629,6.336,11.668,0.096,16.266,1.45,-1.952,9.036,6.881,5.861,3.771,10.677,5.114,6.857,8.278,12.028,7.749,3.686,10.312,-1.426,7.703,4.021,9.603,8.526,-5.855,10.606,10.762,10.691,11.959,7.891,8.647,8.002,9.929,7.397,11.955,7.464,6.552,2.564,9.052,3.062,8.213,16.148,5.65,11.232,-1.319,10.045,9.393,3.786,10.753,12.373,6.373,3.25,9.611,10.283,9.568,3.8,6.913,12.189,6.378,4.661,12.372,7.669,11.401,9.385,4.92,11.982,1.731,11.523,15.532,3.932,5.815,5.525,-2.16,2.921,4.552,4.145,9.165,8.131,7.993,3.632,-3.225,7.862,8.946,3.684,1.329,3.33,10.912,-0.669,2.858,7.026,10.151,11.119,5.207,8.928,4.575,8.625,7.297,3.555,5.256,3.797,4.365,12.901,1.076,-2.819,9.1,9.427,-1.46,11.959,8.158,8.512,4.575,-0.47,11.869,12.987,7.197,11.336,10.428,10.697,5.733,2.131,3.118,7.952,7.808,10.056,5.331,14.576,-0.073,3.636,0.343,0.352,1.221,9.292,7.596,6.907,6.526,0.025,12.536,9.32,-0.306,5.307,5.186,9.044,0.926,7.507,11.352,11.601,7.044,6.083,10.661,9.773,7.416,10.18,9.074,10.406,13.878,8.666,10.728,7.716,5.588,8.254,6.493,5.498,6.374,10.125,1.264,9.442,8.293,4.67,13.05,4.616,-0.727,-2.086,7.758,8.217,-5.168,1.217,4.123,8.903,7.936,8.295,7.704,8.892,-4.539,-3.386,8.019,9.368,15.214,7.962,2.614,9.838,13.284,6.439,9.471,1.133,1.658,6.498,-0.631,11.063,12.658,11.86,8.616,7.514,9.126,5.779,7.417,4.385,11.376,4.739,-1.371,2.625,9.971,12.882,7.504,11.268,9.26,9.753,0.156,3.915,-1.097,0.15,12.427,11.477,11.201,4.991,2.292,4.72,11.005,11.06,1.185,5.93,10.238,5.37,5.043,9.869,7.869,13.901,3.667,-3.144,14.047,3.906,7.585,5.8,2.75,3.571,10.04,12.804,4.968,11.174,3.593,11.618,-0.802,9.677,8.298,3.089,2.222,2.207,5.839,-2.882,7.511,2.003,11.186,-0.09,9.084,11.824,-2.711,1.542,11.779,8.503,1.822,6.529,8.177,8.999,-1.425,11.755,9.736,11.515,8.441,12.073,2.241,8.799,7.54,7.966,3.016,-0.196,12.638,-1.533,12.85,8.664,4.789,6.371,0.931,7.13,6.717,4.536,13.821,12.076,8.08,7.362,6.58,5.249,1.566,4.303,10.444,1.204,12.001,1.986,7.406,0.728,10.721,-1.303,3.881,3.311,9.474,6.999,4.522,0.799,0.909,10.322,10.61,5.28,9.707,3.202,0.044,1.967,8.724,9.043,6.961,12.728,7.931,-0.673,2.158,1.234,1.245,6.887,4.74,3.46,9.624,6.755,9.087,-0.227,5.403,10.792,-1.461,8.326,16.816,8.467,8.742,5.995,7.711,9.715,6.687,5.83,12.505,0.241,6.92,1.049,4.998,0.423,4.123,4.541,0.148,12.4,0.37,3.916,9.842,12.813,2.25,8.488,-0.571,4.062,8.629,3.428,8.659,12.929,4.711,6.427,7.569,0.944,1.308,-2.28,5.08,7.327,1.07,-0.212,3.356,6.373,4.765,6.394,4.261,4.734,6.606,5.044,9.06,3.503,3.912,6.212,4.865,2.766,0.207,12.678,0.605,7.773,10.901,6.574,4.059,6.072,1.829,6.008,-2.805,1.108,7.693,9.817,5.897,11.761,4.018,7.414,8.279,5.036,-0.328,3.389,7.436,9.437,6.559,2.003,9.806,2.826,-0.467,4.046,6.133,8.348,0.394,5.465,-2.39,4.343,6.517,1.838,2.391,7.849,11.054,-0.892,5.543,1.162,7.173,2.107,10.058,-1.034,9.305,10.471,-2.551,4.519,10.853,-3.224,2.401,0.599,6.0,12.991,2.422,6.948,9.595,3.389,10.954,9.243,0.927,-1.406,-4.197,1.704,7.742,10.431,9.897,6.912,-0.56,7.207,2.641,9.912,3.522,6.133,10.861,5.363,4.91,0.79,6.041,11.179,5.009,9.062,-2.273,3.061,5.265,1.245,4.227,3.984,9.008,10.296,7.01,1.185,-0.032,4.739,10.012,-1.26,6.028,6.073,8.098,7.801,6.077,-3.481,2.858,3.538,-0.007,1.548,8.454,8.647,-4.006,1.735,-1.167,12.611,-0.609,5.356,8.8,6.378,5.97,7.798,0.878,6.116,6.821,-1.373,6.156,9.443,-3.243,-1.718,2.953,5.548,-0.091,5.922,7.505,6.035,0.357,3.682,2.989,2.503,7.36,10.704,-0.035,3.686,-0.82,10.051,6.516,8.841,5.137,7.119,11.678,6.542,3.568,7.285,0.56,2.714,6.75,0.103,7.167,2.385,1.293,-1.862,11.125,-2.422,6.513,4.408,0.837,5.701,7.897,-2.177,7.051,11.694,2.593,-0.039,5.599,7.06,4.701,2.521,5.753,2.952,3.384,0.893,2.156,8.22,-0.14,7.556,8.073,5.243,5.554,1.227,2.605,6.472,2.075,7.983,10.433,2.515,11.662,2.915,3.09,5.624,5.841,4.868,6.244,3.096,1.606,1.645,6.036,1.508,0.11,8.02,0.231,0.949,12.811,1.358,-3.761,1.878,8.609,0.652,3.522,-3.503,3.252,8.836,4.252,2.665,0.857,-0.253,-0.43,1.864,-1.159,-4.176,5.455,7.166,-0.267,-2.103,2.927,6.49,0.611,8.492,11.665,-2.729,5.535,5.233,4.056,5.429,10.917,-2.416,2.996,2.188,8.614,-0.167,-0.447,5.955,2.263,-0.23,-0.307,-0.113,2.376,-0.343,1.944,4.941,0.978,5.98,4.47,2.598,-2.506,-0.796,-1.665,1.784,3.155,2.446,6.007,0.153,5.778,1.382,5.642,2.407,0.604,2.746,-1.125,4.471,1.184,4.431,4.021,3.226,-0.1,4.856,-0.457,4.138,0.05,-3.853,2.715,2.398,0.2,0.408,1.414,1.887,1.434,12.889,9.791,2.372,3.814,2.718,3.613,5.164,-1.289,2.09,3.223,1.658,-1.235,1.356,-0.606,-6.407,6.28,-0.466,2.169,-0.327,1.012,-0.763,-2.425,3.489,-1.089,-1.21,-0.009,0.857,1.237,-0.196,-0.434,-1.674,2.502,0.444,-0.093,0.926,0.388,-1.83,1.6,3.047,1.565,-0.894,-2.475,-0.538,0.257,0.858,1.708,1.129,5.143,2.201,-1.957,-2.821,5.423,4.337,-0.131,2.183,3.482,2.934,-0.449,-1.219,0.584,0.872,-1.826,4.348,1.324,2.224,1.904,6.634,1.622,1.877,4.21,2.935,0.211,6.01,-1.833,-0.142,-0.865,0.542,3.427,-0.956,1.117,2.285,-1.911,-3.625,4.992,-0.297,1.896,0.956,1.375,4.597,-1.076,3.403,0.041,2.159,0.068,0.337,0.689,-2.882,3.872,1.497,0.905,3.524,-3.358,0.098,2.209,3.806,0.924,3.365,0.106,3.864,0.597,-0.13,4.929,2.465,3.76,0.981,-0.241,3.676,-1.787,-1.416,-1.728,-3.117,1.595,-1.17,0.179,-1.894,1.044,-0.729,0.095,4.511,4.08,1.057,3.368,2.473,1.057,-0.127,1.617,4.775,1.433,-2.172,6.575,1.464,3.702,3.024,5.636,-0.922,4.365,-1.983,1.227,-1.375,-0.555,1.505,-2.597,-1.507,0.198,2.605,-1.114,4.291,3.429,3.409,-0.615,3.872,1.914,-0.044,6.567,0.18,3.891,2.892,-3.144,-0.863,-0.707,0.404,-2.07,-1.318,-0.709,-1.888,2.273,-2.42,0.822,2.255,-2.562,-1.896,4.098,3.383,0.805,2.655,3.494,0.232,-3.353,9.27,23.228,10.872,10.977,10.56,15.37,13.72],"base_top":[[248058,23.228],[40,20.479],[760,17.293],[27775,16.816],[2665,16.266],[27,16.156],[3928,16.148],[5328,15.532],[1206,15.393],[248068,15.37]]},"positions":{"tokens":[248058,198,27,1628,17572,87,62,21,24,23,21,22,29,198,27,15704,16874,62,16,62,21,21,29,198,15,20,21,198,510,15704,29,198,27,15704,16874,62,17,62,20,23,29,198,21,16,198,510,15704,29,198,27,15704,16874,72105,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=f","x","_","6","9","8","6","7",">","\n","<","parameter","=p","_","1","_","6","6",">","\n","0","5","6","\n","</","parameter",">","\n","<","parameter","=p","_","2","_","5","8",">","\n","6","1","\n","</","parameter",">","\n","<","parameter","=p","_optional",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-0.7913,-0.818,-0.6051,-0.7302,-1.3583,1.0384,0.0162,0.0465,0.1842,-0.6103,0.0361],[-3.9545,0.554,7.3082,14.5376,-0.8186,-1.8167,1.676,-0.9208,0.0718,-0.5923,-0.408],[-4.6352,-1.3738,11.1578,17.7378,-1.283,-0.4806,0.2495,-0.2761,0.0681,-0.7573,-0.1368],[-2.4252,-2.029,10.5358,16.293,-1.8199,-0.5057,1.4512,-0.7983,0.1194,-0.6634,0.1412],[-2.3959,-2.5254,10.4468,15.259,-1.9731,-0.657,-1.2223,-0.5339,0.2861,-1.0268,0.7661],[-1.425,-3.468,9.248,14.8869,-0.7998,-0.5821,0.3915,-0.6898,0.4764,-1.0823,0.2259],[-3.0238,-1.2555,11.9114,20.8163,-2.4175,-0.2305,0.1706,-1.4088,0.2461,-1.4926,0.1956],[-2.0539,-1.6367,15.6878,19.9372,-1.5221,-1.6728,-1.2463,-0.7025,0.144,-1.5718,-0.2398],[-2.4788,-2.7055,14.4502,20.9507,-1.503,-2.196,-0.6807,-1.2508,0.1081,-1.3934,-0.239],[-3.1949,-2.2446,12.8789,20.2669,-0.2855,-1.5876,-0.8719,-1.233,-0.1,-1.3556,-0.4903],[-3.2816,-2.6228,12.1839,19.698,-1.207,-2.0254,-1.3655,-1.5189,-0.2138,-1.0084,-0.3184],[-4.0819,-1.695,10.5943,20.4827,-0.1428,-1.3642,0.1616,-1.6041,0.1374,-1.2196,-0.4344],[-4.8808,-1.5543,10.3806,22.8132,-1.5176,-1.9129,0.9426,-0.8628,0.033,-1.0709,-0.0872],[-5.1992,-1.0773,10.5433,21.8766,-1.8872,-1.7967,1.4893,-0.0611,0.0321,-0.8306,-0.3016],[-4.6292,-0.9479,10.6363,17.6833,-1.5549,-1.2799,0.5363,-0.3118,-0.1895,-0.9626,-0.1963],[-1.3492,-1.5942,10.1947,18.1698,-2.3284,-1.3119,3.2266,-0.4204,-0.0576,-0.9803,-0.5083],[-1.6681,-2.4067,10.1381,20.4537,-2.6758,-1.0104,-1.1314,-0.6459,-0.0228,-1.0301,0.2043],[-3.019,-1.5201,10.1977,21.432,-2.7258,-1.0708,0.6747,-0.9554,0.1566,-1.3648,-0.1722],[-2.1951,-2.4283,14.7521,22.6597,-2.6048,-1.0993,-0.2344,-0.373,0.2406,-1.4845,-0.5855],[-3.3795,-2.4737,11.3339,22.8419,-2.2126,-1.7212,1.068,-1.3088,0.0953,-1.9048,-0.082],[-2.729,-2.6008,15.0786,22.0425,-2.0861,-2.7606,-0.3222,-0.4732,-0.0432,-1.4025,-0.5534],[-2.2868,-2.1631,11.954,21.6598,-0.8289,-3.1518,0.9007,-1.1316,0.0655,-1.3503,-0.1858],[-2.8135,-2.1652,11.8702,22.1078,-1.6025,-2.3548,0.7177,-0.7513,0.0217,-1.5922,0.0148],[-1.6782,-1.6064,14.8433,19.1411,-3.0191,-1.1496,1.6683,-0.1208,0.2035,-0.9841,-0.1507],[0.0813,-1.8878,18.1161,14.5453,-1.2864,-1.1871,-1.6392,-0.0942,0.0754,-0.9397,-0.1248],[-1.3101,-1.7653,15.4068,20.5371,-0.0803,-2.051,-1.0837,-0.9132,0.1389,-1.2885,-0.3124],[-2.4028,-1.6627,13.7513,21.6253,-0.4127,-2.1173,0.257,-0.8679,0.0825,-1.1272,-0.1857],[-2.5411,-2.1156,12.0421,20.425,-0.8608,-1.1009,1.399,-0.3427,0.1888,-1.1935,-0.2017],[-3.695,-1.9946,12.4674,19.2906,-2.1074,-1.1529,0.709,-0.5744,0.2016,-1.2703,-0.5771],[-2.6549,0.2779,11.3669,16.6357,-2.078,-0.9112,0.8161,-0.6481,-0.0146,-0.6207,-0.5989],[-4.9132,0.1751,8.6772,21.7029,-1.2788,-3.0983,1.3306,-1.1413,0.2059,-1.2032,-0.2156],[-2.5384,-2.2917,12.6312,21.813,-1.2614,0.0918,1.8904,-0.0274,0.1951,-0.8544,-0.2144],[-4.1314,-0.6437,10.4731,18.7093,-1.6487,-1.0653,0.0087,-0.4206,-0.147,-1.0151,-0.3191],[-1.1029,-1.2797,10.688,18.8051,-3.025,-1.3857,2.2852,-0.6417,0.032,-0.7882,-0.415],[-1.7847,-2.2184,9.9215,20.7691,-2.7591,-1.0512,-1.0059,-0.6701,0.0532,-1.1423,0.0654],[-3.5295,-1.6786,10.5175,21.185,-2.5473,-1.3435,0.9254,-0.9373,0.3288,-1.2351,-0.2106],[-3.0298,-2.7558,14.7014,22.2707,-2.5506,-1.3983,-0.2513,-0.5267,0.2557,-1.3446,-0.634],[-3.4897,-2.1876,11.215,21.9915,-2.4706,-1.6789,0.3307,-1.7121,0.149,-2.0192,-0.1477],[-2.4277,-2.7121,15.1801,21.152,-3.0542,-2.6946,-1.3911,-1.2485,-0.1146,-1.5325,-0.6894],[-2.5356,-2.2684,11.2706,20.6719,-0.5927,-1.1784,0.5023,-1.2279,-0.0408,-1.4936,-0.3647],[-2.979,-1.0094,10.5813,20.9507,-1.9878,-2.892,2.1651,-0.9335,0.1179,-1.0699,-0.069],[-2.2882,-0.9472,13.5219,20.2942,-2.6693,-1.5104,2.943,-0.4093,0.2864,-0.7832,-0.3076],[-1.1532,-0.7917,17.2168,16.4921,-1.1282,-1.2252,-0.47,-0.4994,0.1098,-1.0142,-0.021],[-2.5837,-1.4779,12.7181,18.5345,-1.1612,-1.1353,-0.9418,-0.7283,0.4106,-1.391,-0.3899],[-2.9518,-1.1347,12.574,18.6653,-2.2201,-1.6048,-0.6252,-0.9996,0.1677,-1.7466,-0.3698],[-3.3609,-1.1276,11.665,18.0348,-2.4245,-0.67,0.803,-0.6415,0.4283,-1.2708,-0.6693],[-2.7698,0.2402,10.5802,15.6119,-1.7164,-0.722,1.6178,-0.5435,0.2693,-0.4594,-0.7431],[-3.882,0.3092,7.9711,20.4037,-0.9637,-2.243,0.9839,-0.9985,0.2152,-1.1301,-0.1408],[-2.6585,-1.6033,10.34,20.4323,-0.7821,0.5701,2.7224,-0.434,0.1893,-1.243,-0.1073],[-3.7837,0.2907,9.3394,16.2315,-0.8813,-0.1181,0.3288,-0.7518,-0.1197,-1.2842,-0.2679],[-1.2752,-0.87,9.9316,17.4626,-2.8083,-0.6557,3.0196,-0.3734,-0.0813,-0.5933,-0.4288],[-2.1647,-1.833,9.8149,20.6153,-2.3818,-1.364,-1.3627,-0.6402,-0.1221,-1.0314,0.0303],[-2.4296,-0.3648,10.1725,19.4556,-1.586,-2.823,-0.2997,-0.6457,-0.0043,-1.2102,-0.1845],[-3.7139,-2.0328,11.131,21.944,-0.8856,-1.8821,-0.5324,-0.9157,-0.1061,-1.5699,-0.0813],[-2.1178,-1.373,12.8838,19.6908,-2.4386,-1.5978,1.2291,-0.2169,-0.0676,-1.2995,-0.1784],[-0.4688,-1.4457,16.0148,15.4114,-1.0083,-1.6054,-1.0329,-0.6109,-0.0369,-1.4038,-0.2134],[-3.6686,-1.2866,10.7372,22.2991,-1.3409,-1.8143,1.3837,-0.5567,0.0503,-1.4742,-0.169],[-4.2123,-1.3879,11.8132,18.6762,-1.8323,-0.5156,0.8598,-0.5751,0.2398,-1.2642,-0.5871],[-2.6413,-0.1871,11.8065,16.6885,-1.708,-0.6078,1.176,-0.7902,0.1251,-0.6684,-0.7052],[-3.7636,0.051,7.6159,18.7935,-0.5042,-2.0802,0.5352,-0.7446,0.3311,-1.106,-0.07],[-3.5643,-1.071,10.2792,20.8442,-1.2102,-0.2774,2.0707,-0.098,0.2626,-0.8573,-0.3905],[-4.7685,0.4913,11.0295,17.342,-0.6803,-0.3989,-0.3211,-0.457,0.0747,-0.9413,-0.1375],[-3.9986,-0.1102,10.2422,17.1397,-1.3799,-0.8477,-0.7542,-0.8589,0.1642,-0.8348,-0.1779],[-4.8239,0.1376,5.8491,13.3858,-0.4276,-1.8866,2.2887,-1.2403,0.1804,-0.8257,-0.0954],[-3.8582,-3.0652,10.1943,18.2185,-0.7827,0.382,3.0662,0.0674,0.3151,-0.8022,-0.1664],[-4.7273,-0.236,8.3519,13.2268,-1.6321,-1.1064,0.0356,-0.9722,-0.0808,-1.0443,0.0321],[-3.4369,0.2763,8.5886,13.0575,-2.5849,-0.511,-1.4479,-1.1724,-0.0126,-1.5503,0.1027]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_69867>\n<parameter=p_1_66>\n056\n</parameter>\n<parameter=p_2_58>\n61\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=fx_69867>\n<parameter=p_1_66>\n056\n</parameter>\n<parameter=p_2_58>\n61\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=fx_69867>\n<parameter=p_1_66>\n056\n</parameter>\n<parameter=p_2_58>\n61\n</parameter>\n<parameter=p_optional>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":67,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0266","set":"final","cohort":"no_tool","family":"ranking","action":"answer","ambiguous":false,"renamed":false,"expected":"NO_TOOL","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"I am writing documentation, not requesting an operation. Explain what it means to return the smallest k stored values. Do not access or change stored data.\nNumber of values: 44. Series identifier: \"cedar_673\".\nUnrelated archived note: spruce_498, reference 076. These are not inputs to this request.","tools":[{"function":{"description":"Return the largest k stored values. Inert synthetic operation.","name":"top_k","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"k":{"description":"Number of values","type":"integer"},"series":{"description":"Series identifier","type":"string"}},"required":["series","k"],"type":"object"}},"type":"function"},{"function":{"description":"Return the smallest k stored values. Inert synthetic operation.","name":"bottom_k","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"k":{"description":"Number of values","type":"integer"},"series":{"description":"Series identifier","type":"string"}},"required":["series","k"],"type":"object"}},"type":"function"}],"prompt_tokens":607,"decision":{"rms":0.3497943899866688,"sumsq":125.29163803253323,"hb":[-0.11878,-0.06902,-1.46401,-0.05914,-1.01783,0.04529,-0.22048],"lse":22.710671766268746,"logits":[15.483,14.268,12.89,13.705,13.158,13.564,11.748,10.072,10.731,12.491,11.866,17.141,12.958,10.2,14.563,11.834,9.498,10.686,9.932,10.813,18.514,10.464,11.2,15.173,11.824,12.141,12.31,9.972,12.263,10.197,8.789,13.899,16.049,9.147,13.023,10.979,10.041,12.478,9.657,9.139,12.55,9.62,8.806,12.894,7.278,7.967,4.741,12.897,6.029,15.385,5.059,6.21,9.491,8.855,8.293,5.759,9.719,12.13,11.005,7.727,7.446,16.895,2.558,8.241,8.113,11.799,15.93,13.126,2.801,19.452,11.828,7.786,9.275,-1.603,15.503,1.884,11.154,7.584,10.49,14.122,9.031,11.399,10.815,10.563,11.737,7.123,9.998,3.861,12.229,12.982,0.307,6.396,20.426,10.517,8.552,6.897,14.208,-0.712,1.563,9.031,9.205,8.235,0.936,9.752,-0.433,14.126,12.69,1.609,7.692,11.315,8.653,11.95,7.2,7.227,7.497,13.38,17.938,9.119,8.932,11.162,13.808,11.099,15.386,16.095,17.317,12.211,3.783,10.307,7.324,9.426,4.748,11.615,3.005,9.532,10.629,8.753,7.538,16.603,4.216,13.037,10.55,16.209,14.698,5.841,1.858,8.257,15.802,-0.215,17.044,2.741,-3.228,14.929,7.486,9.393,6.381,11.194,8.879,9.28,8.878,11.187,9.264,4.922,9.944,-1.139,8.838,3.784,11.468,7.9,-5.63,10.203,13.676,14.733,15.447,7.41,7.128,8.343,9.193,9.207,13.213,6.524,10.254,4.794,5.959,3.534,8.308,17.034,5.8,10.628,-1.753,11.896,11.49,3.454,16.939,11.767,6.688,6.927,8.515,15.234,9.52,3.197,9.231,13.747,6.779,2.475,11.786,10.154,12.422,10.287,4.032,12.4,4.922,14.704,15.138,2.263,17.261,4.854,-3.287,3.207,3.817,3.799,11.3,8.043,11.302,4.033,0.603,6.535,7.97,4.414,1.494,6.416,11.628,-0.929,2.181,8.943,9.598,10.488,5.972,12.292,7.662,10.981,7.532,4.671,6.64,3.016,6.652,12.706,-0.792,-1.152,11.517,9.117,0.747,11.254,10.496,10.668,7.602,-1.457,12.514,12.431,8.929,13.44,11.042,9.994,6.756,2.974,4.183,9.871,4.38,9.486,6.259,15.973,0.151,2.031,0.698,3.016,2.163,8.897,12.127,8.584,7.123,0.512,13.178,13.144,-0.431,6.278,10.877,9.384,-1.23,11.871,11.968,13.945,8.918,6.885,12.308,9.799,7.977,9.548,10.555,13.601,13.327,9.125,11.675,9.569,5.568,10.623,9.067,4.973,8.668,11.364,0.765,11.612,8.174,6.387,15.997,3.629,-2.636,-0.992,10.983,8.958,-1.413,0.547,4.091,10.563,8.084,5.609,7.359,11.479,-2.938,-1.323,11.388,9.572,17.874,11.014,5.098,12.788,12.422,4.699,12.692,2.524,5.143,7.968,1.107,10.916,15.336,11.88,9.207,6.405,8.527,5.381,7.176,2.898,12.458,5.682,-0.876,1.957,9.501,13.27,9.668,12.395,9.699,9.027,2.5,7.274,-0.999,0.779,14.606,10.416,12.367,6.854,2.741,4.021,11.747,10.539,-0.653,7.845,12.02,5.322,5.97,11.314,10.517,16.046,2.502,-1.896,15.533,3.061,11.389,3.242,1.711,2.633,9.361,12.764,6.095,12.475,6.043,13.609,0.518,12.693,7.275,6.018,1.602,2.416,4.729,-2.923,6.914,3.322,12.094,0.801,8.487,11.989,-2.714,3.771,11.467,7.301,4.335,7.579,10.974,10.037,-2.399,10.571,8.434,10.432,7.498,10.305,2.78,7.637,6.272,9.238,3.828,0.248,14.81,0.922,13.586,10.88,2.403,5.673,2.323,6.04,7.086,9.177,12.332,14.398,10.25,9.493,7.445,5.718,2.82,5.372,13.832,2.401,12.406,1.151,8.962,2.752,11.956,0.074,2.476,3.514,10.433,9.749,6.98,1.013,1.088,13.246,12.084,6.132,11.345,2.719,0.395,3.719,7.053,7.345,8.239,14.445,10.454,0.25,2.643,2.077,1.508,9.068,8.01,1.763,10.634,8.523,12.532,0.405,7.709,12.736,0.553,10.54,17.707,11.835,5.411,6.5,6.509,9.003,6.034,8.075,12.84,1.403,10.421,1.544,7.761,4.388,4.042,8.532,1.892,4.822,1.149,7.801,10.257,12.077,6.374,12.128,0.696,6.099,11.47,5.161,9.271,14.227,9.318,6.622,10.109,2.195,0.92,-2.323,7.012,8.377,2.151,-1.452,3.027,7.928,7.067,7.27,4.724,4.998,4.497,8.832,7.891,3.06,7.124,7.87,8.219,2.932,-1.071,10.5,-0.362,7.406,14.414,11.748,6.638,4.982,2.909,7.289,-0.033,1.22,8.178,10.58,5.784,11.173,1.756,8.318,9.043,2.636,-0.879,3.555,9.862,13.671,8.924,4.764,10.655,1.838,-0.343,6.329,6.713,10.794,3.372,6.027,-1.467,8.648,7.242,-0.96,2.272,7.529,10.848,0.153,4.302,0.484,7.213,2.477,10.015,0.257,12.698,9.802,-3.115,6.017,8.712,2.494,4.355,1.446,7.363,12.628,2.164,7.399,8.743,3.249,12.679,10.309,2.727,-3.511,-2.817,0.102,9.968,11.321,10.767,10.214,-0.668,5.203,2.77,8.707,6.287,7.741,11.59,13.997,4.845,3.596,4.56,12.959,5.758,9.94,-1.586,4.558,3.762,2.375,3.717,5.491,7.917,12.165,7.856,-0.514,-0.328,8.305,12.256,4.792,6.582,7.243,6.395,9.039,6.822,-5.329,7.602,3.544,2.958,4.205,10.742,10.992,0.391,0.482,1.449,11.685,-0.864,5.916,8.23,4.898,8.237,12.198,2.198,5.177,8.859,1.374,5.727,14.399,-4.311,-1.988,4.728,7.521,1.339,7.818,9.895,5.676,0.551,3.256,3.879,2.133,9.97,10.808,2.076,-1.075,1.686,8.962,6.544,10.84,6.459,14.253,14.709,9.688,4.603,5.728,2.921,3.779,8.304,1.762,9.486,3.652,2.03,-0.386,13.491,-0.586,9.5,4.157,1.942,5.191,10.574,2.354,9.723,12.122,4.307,1.422,7.23,5.797,2.353,6.618,5.052,3.196,7.066,2.505,4.14,10.635,-0.83,9.477,6.453,6.057,6.424,1.491,4.266,7.532,3.437,9.538,9.772,1.934,11.617,5.182,5.613,6.348,6.758,0.413,16.073,2.273,4.241,2.859,8.841,2.312,1.207,10.952,0.746,1.821,6.591,1.92,-4.775,2.632,8.364,2.928,2.238,-1.0,2.35,8.916,8.093,3.724,0.489,0.858,-0.412,3.344,2.651,-1.998,7.287,11.211,0.744,-1.078,5.169,9.245,2.187,9.295,13.69,-2.08,7.903,8.315,5.346,6.934,9.177,-1.145,4.179,1.351,9.582,0.753,-0.426,3.57,4.271,0.534,-2.385,0.059,0.718,1.995,4.534,5.877,1.06,6.124,4.385,3.046,-0.967,-3.951,-2.376,0.219,3.66,2.641,2.802,2.848,6.547,2.457,5.505,4.239,0.532,-1.026,2.086,3.576,1.982,4.845,6.44,6.641,-1.738,2.94,2.334,2.394,1.394,-2.661,1.464,5.701,1.154,1.27,2.469,-0.252,1.217,8.775,7.355,1.607,2.234,3.212,5.399,5.782,1.049,-0.699,2.235,3.406,1.815,2.243,2.209,-2.075,2.469,-1.585,2.503,1.528,3.376,0.545,-0.603,3.131,-0.292,-1.322,1.568,2.314,1.932,-1.754,0.426,-2.567,0.824,0.649,0.116,1.669,2.035,0.81,-0.255,4.186,3.395,-1.549,-0.54,-0.601,1.202,0.032,1.153,3.163,5.092,1.409,-1.086,-0.963,5.079,3.349,2.944,0.788,5.031,3.888,0.218,0.958,0.266,-0.8,-2.907,2.939,-1.985,3.153,2.626,7.602,2.9,2.548,3.186,3.895,1.203,4.554,-2.565,1.129,0.331,1.88,2.08,2.344,0.112,1.061,-3.815,-3.681,2.894,0.286,-1.314,3.15,1.086,4.302,-1.009,4.017,-0.422,3.622,1.474,3.603,0.48,-1.126,7.152,0.946,2.459,3.258,-0.932,-0.899,2.327,4.304,0.375,0.513,0.555,2.957,-0.637,0.979,4.337,0.904,3.321,1.081,1.015,2.329,-1.537,-0.253,-0.393,-1.092,3.497,-0.258,1.095,0.957,1.456,-1.268,2.714,3.122,4.224,-1.694,1.231,2.273,-0.785,0.205,-0.979,3.051,-1.242,-0.519,6.699,2.704,1.822,3.83,4.576,0.734,1.518,0.542,2.399,1.03,-0.596,-0.448,-3.375,-1.09,6.696,2.759,1.917,3.253,4.043,7.349,1.167,3.29,2.24,2.449,4.902,0.337,3.125,3.742,-1.014,0.97,-1.094,0.9,-1.554,-0.336,2.885,0.945,5.133,-2.524,2.689,1.308,-1.774,0.609,4.865,4.253,3.625,2.073,3.947,1.642,-3.193,8.586,22.422,8.586,9.247,9.529,16.041,13.256],"base_top":[[248058,22.422],[1206,20.426],[760,19.452],[40,18.514],[1919,17.938],[12189,17.874],[27775,17.707],[2064,17.317],[5423,17.261],[27,17.141]]},"positions":{"tokens":[248058,198,27,1628,87882,4546,29,198,27,15704,28,19275,29,198,1931,277,62,21,22,18,198,510,15704,29,198,27,15704,43650,29,198,19,19,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=top","_k",">","\n","<","parameter","=","series",">","\n","ced","ar","_","6","7","3","\n","</","parameter",">","\n","<","parameter","=k",">","\n","4","4","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[3.0438,-1.7929,1.6433,1.8303,-1.6324,1.247,0.2741,0.2255,0.064,-0.8633,-0.1108],[-4.1345,0.5364,8.2472,15.1935,-1.2631,-1.6511,1.0917,-0.7073,0.0565,-0.5028,-0.4046],[-4.2125,-0.528,11.4057,17.9682,-1.9113,-0.914,-0.8976,-0.3099,0.0346,-0.7459,-0.1984],[-1.764,-0.5018,9.9386,16.3388,-2.1048,0.1107,0.3547,-0.8467,-0.1621,-0.5871,0.0853],[-2.0238,-0.8609,10.8684,17.7457,-1.8215,-1.1759,-1.9128,-0.7323,0.1073,-0.9429,0.4358],[-3.0,-1.124,10.8502,19.9763,-1.8127,-0.2683,-0.539,-1.3662,-0.13,-1.5579,0.5491],[-3.9,-1.001,9.5126,20.3007,-0.9777,-1.7815,-0.0954,-0.8419,0.036,-1.4709,0.6183],[-3.9294,0.1793,10.8867,21.3512,-2.0009,-2.37,1.0798,-0.4241,-0.0007,-1.0877,0.0376],[-4.1564,0.2384,12.1586,18.0765,-1.5169,-1.7474,-0.9273,-0.4427,-0.2378,-1.1093,-0.2032],[-0.2721,-0.5513,11.3044,17.1964,-3.0592,-1.7318,1.6333,-0.738,-0.2126,-0.9909,-0.0288],[-0.4324,-0.932,10.9138,18.5366,-2.7769,-1.6634,-1.396,-0.5566,-0.098,-1.205,0.3215],[-0.3972,-0.822,13.1993,15.9236,-1.7328,-2.3097,-1.2758,-1.0612,0.0134,-1.4663,-0.0508],[-3.804,-2.5977,11.2894,21.8692,-2.3231,-2.3401,0.6315,-0.7674,-0.0806,-1.3817,0.2432],[-2.934,-1.1256,16.8441,19.7627,-3.5038,-1.0973,1.2855,-0.2653,0.3694,-1.2036,-0.0865],[-0.8884,-0.586,20.9224,16.7387,-1.4482,-1.3145,-1.3022,-0.5914,0.2447,-1.3428,-0.1132],[-2.9958,-2.7975,14.4378,21.5281,-1.1776,-0.4698,0.8346,-1.2776,0.0795,-1.1519,0.0736],[-4.2754,-0.9959,13.3401,22.9863,-1.5315,-0.5844,1.5103,-1.5162,0.2466,-1.6611,0.0476],[-2.9098,-2.2864,16.9406,22.0072,-2.0592,-1.7434,-0.8617,-0.4712,0.034,-1.5296,-0.5112],[-3.3954,-2.1298,13.9626,20.9913,-0.4209,-1.2032,-0.3504,-1.2806,0.0971,-1.596,-0.5738],[-4.0635,-1.595,13.2231,22.2999,-0.6725,-2.499,0.2344,-1.4124,0.2178,-1.9769,-0.346],[-4.037,-0.6905,12.0771,22.1325,-1.3363,-2.021,1.6203,-0.862,0.2279,-1.6797,0.0818],[-4.4484,-0.9054,13.2142,20.3811,-1.7534,-1.7841,1.0043,-0.3818,0.0789,-1.2883,-0.3474],[-2.7393,0.5051,10.8974,16.636,-1.7902,-1.0821,1.1721,-0.3042,-0.0428,-0.6379,-0.5006],[-4.3408,-0.0436,10.0778,20.8912,-1.1828,-3.0825,1.271,-0.9423,0.185,-1.2198,-0.1943],[-3.6175,-0.5838,12.1419,21.4764,-1.6731,-0.0758,3.0756,-0.279,0.2301,-1.2273,0.2022],[-3.9687,0.1998,10.8857,18.5432,-1.7762,-1.7196,-0.1909,-0.4469,-0.0833,-0.9024,-0.2162],[-1.5192,-1.065,11.0846,18.4139,-3.151,-1.6486,1.9558,-0.5125,-0.1166,-0.8722,-0.2017],[-1.8346,-1.1598,11.068,19.3299,-3.155,-1.3048,-2.2436,-0.5846,-0.1325,-1.2065,0.3384],[-3.0833,-1.0621,11.5263,22.4492,-2.9979,-2.2054,0.5758,-0.6802,0.0558,-1.0893,0.2148],[-1.7534,-0.6206,13.8454,20.8945,-3.262,-1.0717,1.4613,-0.43,0.2124,-1.3536,-0.0605],[-0.8739,-0.5641,16.6637,17.2933,-1.7222,-0.3739,-1.6102,-0.426,0.2399,-1.381,0.0732],[-2.7686,-1.1741,12.5889,20.8662,-0.4554,-1.1783,-0.7382,-0.9602,0.2013,-1.774,-0.0884],[-3.5734,-0.0134,11.4719,21.0748,-1.8546,-0.9563,-0.1751,-0.6449,-0.0987,-1.6665,0.0053],[-3.7745,-0.7569,12.4118,18.9647,-1.8284,-0.7308,0.2924,-0.3709,0.0811,-1.1527,-0.3996],[-2.8585,0.7894,10.9721,16.8964,-1.8654,-0.4631,1.0413,-0.4282,0.0841,-0.347,-0.5131],[-2.5663,0.3203,9.2991,19.8187,-1.0263,-2.3625,-0.4045,-0.8407,0.1574,-1.2648,0.0819],[-2.5067,-0.671,10.0304,20.9162,-1.4243,-0.0831,1.6053,-0.3968,-0.1817,-1.4599,0.1458],[-2.4742,0.3949,10.0099,16.072,-1.5195,-0.8332,-0.5533,-0.6174,-0.3173,-1.1197,-0.2096],[-0.3026,-0.7261,10.1791,16.4953,-2.6088,-0.5615,2.3723,-0.2697,-0.2296,-0.7058,-0.0218],[-1.4475,-0.947,10.324,16.3836,-2.6966,-1.8151,-1.955,-0.3127,-0.2204,-0.9515,0.515],[-0.979,-1.2071,13.4079,17.9832,-2.1296,-1.8254,-1.3652,-1.0805,-0.199,-1.5683,-0.2532],[-3.6261,-1.8852,11.5813,22.4655,-1.0278,-1.9547,0.3318,-0.9305,-0.0874,-1.6217,0.2424],[-3.4808,-1.13,13.0074,19.2833,-2.119,-1.2526,1.6413,-0.2467,-0.1453,-1.2013,-0.0412],[-1.8695,-0.9744,16.2829,15.5579,-0.7682,-1.1887,-0.6914,-0.6078,-0.1535,-1.3262,-0.0708],[-4.4118,-0.6853,10.7306,22.1441,-1.3858,-1.2518,1.0911,-0.6096,0.0865,-1.4999,-0.0928],[-4.2418,-1.1794,12.0353,18.6467,-1.786,-0.5967,1.4694,-0.6583,0.1555,-1.2119,-0.5289],[-2.8528,-0.379,11.6248,16.6573,-1.6253,-0.3075,1.6668,-0.6359,0.0871,-0.5889,-0.6816],[-4.062,0.0155,8.7771,19.9576,-0.4904,-2.0855,0.4471,-0.6476,0.2717,-1.0458,-0.0527],[-4.4021,-0.5618,10.5022,21.4779,-1.4428,-1.0516,2.1654,-0.2831,0.1475,-1.1488,-0.1102],[-4.3495,0.917,11.3671,17.3939,-0.744,-1.2528,-0.0978,-0.4228,-0.0383,-0.8595,-0.1681],[-3.9807,-0.1592,10.2598,16.1577,-1.9964,-0.6714,-0.2967,-0.7246,0.0854,-0.9058,-0.3195],[-4.6318,-0.1325,6.5852,13.5103,-0.9718,-1.8319,1.7697,-1.1231,0.1541,-0.8412,-0.1975],[-4.0405,-1.7922,9.718,16.5666,-1.2432,-0.2594,3.2014,-0.0,0.1955,-1.0896,-0.0],[-4.0321,0.1892,8.4551,11.9417,-1.2208,-0.9585,-0.5201,-0.5825,-0.1037,-1.1093,0.1971],[-2.7735,-0.0908,10.2971,13.5665,-1.7068,-0.7017,-1.4331,-1.0921,-0.1547,-1.615,0.0387]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=top_k>\n<parameter=series>\ncedar_673\n</parameter>\n<parameter=k>\n44\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n</function>\n</tool_call>","n_tokens":55,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NO_TOOL","n_tokens":3,"decision":"answer","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false}}},{"id":"final-611406-0200","set":"final","cohort":"valid_call","family":"document_redaction","action":"call","ambiguous":false,"renamed":false,"expected":"<tool_call> redact_term {\"document\": \"birch_765\", \"term\": \"063\"}","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: hide a term in a stored document.\nTerm to process: \"063\". Document identifier: \"birch_765\".\nUnrelated archived note: cedar_362, reference 068. These are not inputs to this request.","tools":[{"function":{"description":"Highlight a term in a stored document. Inert synthetic operation.","name":"highlight_term","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"document":{"description":"Document identifier","type":"string"},"term":{"description":"Term to process","type":"string"}},"required":["document","term"],"type":"object"}},"type":"function"},{"function":{"description":"Hide a term in a stored document. Inert synthetic operation.","name":"redact_term","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"document":{"description":"Document identifier","type":"string"},"term":{"description":"Term to process","type":"string"}},"required":["document","term"],"type":"object"}},"type":"function"}],"prompt_tokens":594,"decision":{"rms":0.3595053289435995,"sumsq":132.34491549577797,"hb":[-0.04311,0.0253,-1.93342,0.09278,-1.45658,0.15672,-0.50778],"lse":24.080674372346056,"logits":[13.396,13.111,11.929,11.33,10.07,10.121,6.656,6.613,9.35,10.0,8.425,16.62,11.431,10.04,13.698,10.443,8.249,9.874,10.011,14.19,20.528,8.63,10.263,13.101,12.904,11.756,12.592,8.604,11.512,9.059,8.587,13.635,13.78,8.28,12.186,9.37,12.856,11.804,8.459,9.614,12.73,8.678,6.612,12.507,3.514,8.151,0.82,11.518,5.66,13.538,5.356,9.461,9.255,8.637,8.7,6.581,8.36,12.892,10.149,5.822,7.869,13.894,4.084,8.709,9.565,10.985,5.407,10.941,3.138,16.568,10.33,8.455,8.26,-0.279,6.993,1.265,8.225,4.7,7.764,9.444,9.144,10.502,7.513,8.224,10.351,6.189,14.011,5.071,9.413,11.893,0.334,4.284,15.615,11.788,4.907,6.369,11.624,-4.519,2.716,4.371,4.936,6.946,-0.507,6.171,-0.005,12.522,8.933,5.673,8.361,10.166,7.541,9.596,5.859,5.793,7.591,10.184,15.462,5.315,6.829,8.229,11.976,9.032,11.859,12.884,12.683,12.729,3.109,11.626,8.078,7.476,2.035,7.476,3.953,6.649,11.246,6.132,3.132,12.317,3.997,7.107,7.559,13.345,13.399,4.237,-0.807,6.285,10.886,-0.16,16.224,2.029,-1.224,8.225,6.723,8.372,4.942,7.991,5.947,7.879,7.305,9.903,6.749,3.341,9.566,-2.176,6.989,5.362,8.174,5.617,-6.259,8.636,10.228,9.478,12.428,5.949,9.703,5.073,6.785,7.519,10.631,6.433,7.018,5.267,6.164,4.629,6.983,14.928,4.619,10.615,-0.812,9.605,9.022,1.62,10.134,11.807,4.895,3.909,8.729,11.017,8.253,2.242,6.16,12.897,7.196,3.611,11.489,6.761,9.467,8.035,5.481,10.015,2.303,11.189,13.573,4.669,6.665,6.326,-4.988,2.436,4.3,3.519,7.259,7.697,7.638,5.591,-2.117,6.161,6.884,6.087,0.571,5.072,9.316,-2.033,2.979,8.369,7.698,13.058,2.933,9.63,5.582,8.137,8.859,4.529,2.183,3.896,5.452,12.046,-0.189,-3.783,7.48,9.632,0.285,11.101,8.096,7.462,4.019,-2.575,12.551,12.384,5.734,10.948,9.29,9.428,6.582,2.701,4.988,5.839,1.981,9.292,3.704,14.837,-0.075,2.131,1.461,1.154,2.607,8.256,5.99,5.964,7.403,2.294,10.853,10.247,0.785,5.123,5.08,9.22,-2.094,9.402,11.168,10.487,8.523,4.013,12.138,6.674,7.546,10.03,9.034,10.348,12.402,9.271,9.997,5.774,5.244,7.96,8.328,5.478,4.196,10.996,4.792,9.359,7.271,4.625,11.915,3.448,-2.387,-3.262,7.197,6.13,-3.164,0.046,4.241,11.782,6.703,7.321,8.217,9.836,-3.989,-3.662,8.3,9.544,13.657,9.114,1.901,9.741,12.466,9.907,8.711,3.066,1.393,5.969,-1.353,10.391,14.194,13.721,9.171,3.455,9.381,5.81,6.288,1.896,10.293,4.272,-1.525,6.399,9.874,10.816,5.036,10.606,9.297,10.797,1.001,5.183,0.194,-0.298,12.115,10.076,12.321,5.221,3.372,4.363,9.054,9.787,0.016,5.089,9.679,4.081,4.083,9.286,7.871,14.639,3.81,-4.122,12.978,2.249,11.152,5.237,2.162,2.142,8.17,11.736,2.317,10.902,3.087,10.652,-0.281,10.06,8.061,2.479,-0.273,0.366,3.303,-3.511,3.775,2.071,11.781,2.908,9.026,11.992,-1.741,4.19,10.352,7.437,1.442,3.809,8.882,8.383,-2.638,11.417,5.475,9.471,8.236,9.228,2.364,7.045,5.891,8.61,4.788,0.845,11.617,-0.566,12.485,10.021,4.914,4.695,1.127,5.003,7.329,4.738,11.274,12.765,7.673,7.745,5.841,9.273,2.822,3.773,12.394,0.187,11.284,1.914,5.707,0.024,9.695,-2.833,4.327,1.74,7.839,5.132,4.242,-0.573,1.825,9.645,8.113,5.484,9.218,1.724,0.17,2.262,10.991,7.639,7.995,13.343,5.758,0.179,1.871,1.382,0.949,7.503,5.808,2.186,7.866,4.477,10.334,-1.384,5.637,9.597,-0.69,6.91,14.987,7.697,3.993,4.983,5.316,8.06,5.418,11.105,11.312,0.677,7.578,3.802,6.579,0.677,4.397,6.491,1.552,3.551,-0.181,3.647,10.191,12.943,2.519,9.113,0.328,4.934,8.372,3.08,8.472,12.146,5.218,8.564,8.175,2.448,1.702,-3.116,5.416,6.817,1.148,-0.823,-0.935,5.573,10.763,4.786,1.798,5.972,5.612,4.37,7.247,4.581,4.486,5.725,3.617,0.806,0.255,10.714,1.699,4.458,11.583,5.735,4.563,7.265,2.453,4.545,0.21,0.948,8.322,10.292,5.837,10.179,2.855,7.438,8.195,4.403,-0.811,3.894,7.804,9.88,6.198,2.483,9.227,4.849,-0.552,5.078,5.884,8.025,1.695,4.448,-2.281,4.506,7.839,0.904,1.88,8.463,8.758,-0.335,3.216,1.349,5.653,1.173,11.3,-2.17,9.978,10.438,-2.421,5.91,9.068,-2.016,2.85,2.74,6.088,14.005,1.927,6.344,8.256,4.07,9.885,8.817,0.75,-1.206,-4.101,0.018,6.967,9.982,7.642,6.151,-2.596,7.172,2.754,8.461,3.368,6.987,11.124,6.14,2.585,1.841,5.658,10.309,3.053,8.507,-2.041,5.052,5.766,2.982,2.243,2.282,7.391,11.711,5.429,-0.104,1.04,4.41,8.656,-0.007,4.484,8.037,6.304,7.384,6.604,-3.731,3.424,2.371,-0.919,2.553,7.864,6.528,-1.935,1.287,-2.185,10.709,-2.136,3.502,7.302,3.829,6.826,11.64,3.321,6.207,6.68,-0.391,4.444,9.914,-4.598,1.772,5.275,5.037,-0.274,5.52,6.673,7.92,0.268,1.951,3.332,1.314,6.106,11.424,1.298,0.885,0.429,9.577,4.167,6.509,4.444,5.725,10.843,5.642,3.651,5.381,2.277,1.377,4.991,1.01,5.137,2.409,-1.858,1.807,12.234,-1.552,5.396,1.565,-0.728,5.101,8.322,-1.124,6.395,11.508,2.033,-0.182,5.492,6.213,3.523,3.555,4.733,1.378,4.335,1.957,3.721,8.225,0.128,8.592,7.873,7.66,2.873,0.257,4.627,5.546,0.529,7.768,8.008,2.291,12.756,3.457,4.125,4.739,5.199,2.93,7.774,3.134,0.531,2.966,6.933,1.656,-2.123,9.468,-1.592,0.308,6.133,1.649,-3.701,1.44,7.381,0.407,3.52,-2.913,4.564,8.569,6.974,5.321,1.762,1.969,1.158,3.242,-0.713,-4.569,6.669,7.635,0.958,-1.486,3.357,7.254,-0.475,6.585,11.019,-3.371,5.458,5.754,4.034,4.713,9.072,-1.678,3.799,2.492,8.899,-2.488,0.313,4.307,0.249,-0.552,-2.241,-1.736,2.224,-0.195,1.931,4.905,-2.195,6.362,2.447,-0.085,-1.109,-2.775,-3.889,3.18,2.189,0.175,3.576,-0.021,3.866,2.052,5.056,4.113,-1.921,-0.022,-0.162,0.521,1.542,2.842,1.614,3.563,-1.245,2.202,0.854,0.421,1.375,-2.223,2.038,1.273,-0.374,-0.342,0.41,-1.216,1.37,12.057,10.078,0.613,1.875,2.722,2.196,2.729,1.013,-1.767,2.135,0.525,-0.469,1.96,-1.057,-4.669,4.32,-1.641,0.975,-1.54,1.47,-2.431,-3.131,3.229,-2.96,-2.0,1.75,1.102,1.252,-0.732,-1.079,-3.497,2.379,1.729,0.226,0.556,0.105,-1.294,0.316,1.571,1.657,-0.337,-3.69,0.055,1.109,0.255,2.347,4.022,3.481,1.767,-2.306,-3.299,5.779,2.723,0.693,0.236,2.256,3.308,0.949,-3.272,1.044,-1.279,-0.722,3.292,-2.405,2.57,3.145,5.917,0.845,3.564,3.255,4.973,0.916,3.504,-2.556,0.732,0.325,4.204,7.718,2.05,1.014,2.37,-4.88,-1.466,4.034,1.057,-0.128,1.747,1.93,3.272,-1.361,6.073,0.327,3.247,3.186,0.863,0.582,-2.234,4.086,1.654,2.64,3.306,-3.827,0.527,3.237,4.197,-0.103,2.385,0.146,4.362,1.853,-1.025,4.028,4.131,2.517,0.38,0.952,3.67,-3.391,-0.756,-0.534,-2.687,2.1,-0.952,0.843,-1.071,0.206,-1.235,0.405,4.958,2.743,-0.784,2.227,1.096,-0.746,0.162,1.769,4.836,-0.314,0.293,6.282,1.766,2.372,4.639,4.956,-0.469,4.188,-1.897,2.765,-0.107,-0.672,-0.651,-3.515,-1.158,2.589,2.337,-0.158,4.541,5.582,2.259,-0.663,2.589,1.409,1.364,3.02,0.029,3.018,3.971,-0.644,-1.376,-1.382,0.918,-0.729,-0.759,-0.155,-0.347,1.99,-4.331,1.235,3.568,-1.028,-0.624,2.355,3.275,-0.443,3.087,3.071,2.102,-4.25,10.713,24.047,10.478,12.216,10.951,15.631,14.524],"base_top":[[248058,24.047],[40,20.528],[27,16.62],[760,16.568],[2665,16.224],[248068,15.631],[1206,15.615],[1919,15.462],[27775,14.987],[3928,14.928]]},"positions":{"tokens":[248058,198,27,1628,28,1114,519,16946,29,198,27,15704,32429,29,198,42404,329,62,22,21,20,198,510,15704,29,198,27,15704,28,14165,29,198,6449,198,510,15704,29,198,27,15704,28,4830,29,198,15,21,18,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","red","act","_term",">","\n","<","parameter","=document",">","\n","bir","ch","_","7","6","5","\n","</","parameter",">","\n","<","parameter","=","detail",">","\n","brief","\n","</","parameter",">","\n","<","parameter","=","term",">","\n","0","6","3","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[-1.1848,-0.1393,-0.2927,-0.3109,-2.6735,0.6135,-0.9919,-0.1586,0.0137,-0.9464,-0.0602],[-3.8743,0.7944,7.9771,15.1155,-1.3101,-2.1047,1.2912,-0.7773,0.1129,-0.5835,-0.3465],[-3.8826,-0.6697,10.9603,17.5383,-2.4352,-0.9619,-0.2943,-0.2565,-0.0232,-0.8818,-0.1091],[-1.4799,-0.8649,11.3247,17.8604,-3.1225,-0.6902,0.9456,-1.084,-0.0717,-0.5429,-0.0464],[-0.7376,-0.709,11.5198,18.0306,-3.8677,-0.7765,-2.3166,-0.7704,0.0068,-1.0144,0.4337],[0.2225,-0.6967,14.1461,15.8812,-2.569,-1.3529,-2.2904,-1.0582,0.0875,-1.3253,-0.1073],[-2.2403,-2.8032,11.4327,19.8322,-1.7239,-0.4055,-0.0559,-0.674,0.1681,-1.2226,0.0778],[-2.7925,-2.2849,8.7437,20.2333,-2.6494,-1.2279,0.0619,-0.9323,0.0581,-1.7535,0.1409],[-5.4385,-1.4413,9.7998,22.2209,-1.8426,-2.1071,0.4916,-0.6786,-0.1375,-1.3767,0.0984],[-5.7138,-0.5132,10.3386,22.0564,-2.9541,-2.5941,1.5231,-0.1055,-0.0608,-0.9045,-0.1945],[-5.1954,-0.135,10.8522,17.7616,-2.4649,-2.108,0.3238,-0.2716,-0.2195,-1.0078,-0.1255],[-1.6626,-1.0916,9.5316,15.601,-3.107,-1.5298,3.3863,-0.4642,-0.2047,-0.83,0.0102],[-2.4911,-1.1357,9.7001,18.4159,-3.5195,-2.603,-1.0274,-0.3936,-0.2628,-1.092,0.3604],[-4.1388,-2.6501,11.2717,22.5402,-3.1897,-3.1106,0.5374,-0.8425,-0.1899,-1.3899,0.0766],[-4.3124,-1.3777,16.6307,18.8949,-3.8543,-1.6318,0.3244,0.1002,0.1609,-1.0432,0.0355],[-1.2296,-0.8871,19.7059,15.121,-1.5847,-1.6829,-2.5503,-0.2922,0.0427,-1.3139,0.0672],[-3.9344,-1.635,12.8043,20.6408,-1.5193,0.0717,2.0766,-0.8014,0.0876,-1.4197,0.3971],[-4.3419,-0.9344,12.4793,22.2559,-1.4089,-0.1911,1.3135,-1.3183,0.1786,-1.6807,-0.065],[-3.1514,-1.5235,15.9275,21.3053,-1.3252,-0.7796,-0.5402,-0.5348,-0.0986,-1.5601,-0.6904],[-3.2525,-1.7444,14.1684,21.0815,-0.7426,-2.4402,-0.6301,-1.1216,0.0834,-1.5208,-0.4683],[-3.4494,-1.1001,13.6309,21.7667,-1.1026,-3.0343,-0.6596,-1.3743,0.2424,-1.6423,-0.3069],[-3.8302,-0.6267,11.5913,21.7947,-1.4749,-2.2563,1.0696,-0.5813,0.1686,-1.484,-0.1999],[-4.3221,-0.854,12.8149,19.8614,-2.3529,-1.715,1.2519,-0.3576,0.1369,-1.3526,-0.559],[-2.3152,0.2624,10.7413,15.7039,-2.1891,-0.923,1.3485,-0.3068,-0.0098,-0.7526,-0.5733],[-4.3449,-0.4782,9.3457,20.6756,-1.6232,-2.8283,1.5189,-0.9931,0.2206,-1.3915,-0.1339],[-1.5258,-0.0778,11.4895,21.9492,-1.9827,-0.6078,1.8423,-0.1781,0.3986,-1.5425,-0.4176],[-4.8318,-0.5869,10.9284,18.2542,-2.5435,-1.4576,0.9156,-0.2544,-0.0288,-1.0914,-0.3417],[-0.8063,-1.0442,10.9326,17.9915,-3.3545,-1.0842,3.1087,-0.6564,-0.1069,-0.9541,-0.2272],[-1.7322,-1.3492,9.839,18.1672,-3.9575,-1.6172,-0.0759,-0.6447,-0.178,-1.4303,0.3155],[-0.8818,-1.2728,12.1282,16.4182,-3.39,-1.682,-0.365,-1.2027,-0.1162,-1.5986,-0.2669],[-3.6896,-2.1133,11.6089,22.7159,-1.3689,-2.3355,0.3256,-0.7193,-0.0745,-1.6364,0.1261],[-3.5068,-1.4498,13.383,20.3218,-2.3968,-1.7925,1.9105,-0.154,-0.0804,-1.3353,-0.1329],[-1.8733,-1.477,16.5926,17.0851,-1.4542,-1.6142,-0.648,-0.5159,-0.1799,-1.5021,-0.1866],[-4.4802,-1.1633,10.8439,22.8621,-1.7156,-2.1228,1.5461,-0.5697,0.0953,-1.6009,-0.2175],[-3.7799,-0.8585,12.3244,18.2559,-2.5188,-0.7517,1.9449,-0.7392,0.1731,-1.4312,-0.4967],[-2.1486,0.3426,10.2998,15.1519,-1.4754,-0.2133,2.1134,-0.6996,-0.0143,-0.7376,-0.5452],[-4.1715,-0.6612,9.1554,19.7292,-1.439,-3.06,2.0214,-0.9126,0.1708,-1.3115,-0.1195],[-2.9086,-1.0025,11.452,21.6789,-3.0222,-1.5466,2.336,-0.3221,0.0789,-1.4467,-0.3954],[-4.4192,-0.1456,10.3787,17.5193,-2.2143,-1.7883,0.6765,-0.4324,-0.0737,-1.0815,-0.3158],[-0.6883,-0.8734,10.4999,17.2513,-3.3357,-1.3632,2.9711,-0.4351,-0.1502,-0.838,-0.2497],[-1.4874,-1.5575,11.7188,19.831,-3.8157,-2.3844,0.3576,-0.2797,-0.054,-1.4159,0.2739],[-0.8708,-1.8581,14.244,19.4933,-3.2204,-2.108,-0.2444,-1.0438,-0.0403,-1.5668,-0.2441],[-4.0851,-1.8879,11.4423,22.6418,-1.9669,-2.0962,-0.3202,-0.7312,-0.154,-1.6008,0.0531],[-2.3028,-0.9674,14.2179,20.8517,-3.2889,-1.0871,0.9354,-0.3541,0.2457,-1.0852,-0.35],[-0.5887,-0.9074,17.4463,16.8276,-2.0311,-0.7675,-1.8085,-0.2596,0.1264,-1.0833,-0.4431],[-2.5028,-1.9277,13.9613,21.4747,-0.8384,-2.4925,0.0227,-0.7088,0.1681,-1.0228,-0.4489],[-3.7254,-2.2111,12.9828,20.5742,-1.0451,-1.5332,0.1388,-0.9809,0.258,-1.7533,-0.3485],[-2.7503,-1.4852,11.5797,20.1385,-0.9268,-1.3582,0.1411,-0.5072,0.2599,-1.3803,-0.1526],[-3.2512,-1.1816,11.9213,17.8159,-1.3985,-1.4553,0.5889,-0.5268,0.3521,-1.3501,-0.5854],[-2.9421,-0.2879,11.6201,18.3103,-1.9342,-0.588,1.6369,-0.5006,0.1208,-0.7459,-0.6516],[-3.8679,0.1104,7.5832,18.6883,-0.275,-2.3865,0.7759,-0.6142,0.2397,-1.0919,-0.1388],[-3.1886,-0.818,9.6991,20.0622,-1.5731,-1.2604,2.3983,-0.0583,0.2973,-1.2948,-0.4645],[-4.4081,0.5406,10.6266,18.2275,-0.839,-1.0419,0.1379,-0.2421,-0.1118,-1.0337,-0.2537],[-3.4055,0.1058,10.0102,16.91,-1.3494,-0.4879,0.3439,-0.9106,0.0515,-1.0695,-0.3657],[-3.7334,0.0361,5.0912,12.1581,-0.5372,-1.7533,1.8277,-1.4276,0.2146,-0.9359,-0.1703],[-3.0307,-2.1829,10.0253,16.5388,-0.796,-0.8694,2.1748,-0.1694,0.3772,-1.2276,-0.3391],[-4.6574,-0.418,8.3376,12.1766,-1.4092,-0.8835,0.006,-0.9429,-0.0844,-1.1411,0.0304],[-2.8553,0.1478,8.5775,12.5526,-1.7071,0.0445,-1.6444,-1.0198,-0.1015,-1.4626,0.0706]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=redact_term>\n<parameter=document>\nbirch_765\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=term>\n063\n</parameter>\n</function>\n</tool_call>","n_tokens":58,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"<tool_call>\n<function=redact_term>\n<parameter=document>\nbirch_765\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=term>\n063\n</parameter>\n</function>\n</tool_call>","n_tokens":58,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true},"g23v3":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=redact_term>\n<parameter=document>\nbirch_765\n</parameter>\n<parameter=detail>\nbrief\n</parameter>\n<parameter=term>\n063\n</parameter>\n</function>\n</tool_call>","n_tokens":58,"decision":"call","correct":true,"correct_strict":false,"false_call":false,"truncated":false,"first_token":248058,"identical_to_original":true}}},{"id":"final-611406-0251","set":"final","cohort":"need_clarification","family":"document_redaction","action":"clarify","ambiguous":false,"renamed":false,"expected":"NEED_CLARIFICATION","system":"Use the available tools when needed. For a request requiring no tool, reply exactly NO_TOOL. If required information is missing or ambiguous, reply exactly NEED_CLARIFICATION. Otherwise make exactly one native tool call. No other text.","user":"Carry out this request: hide a term in a stored document.\nTerm to process: \"088\". Document identifier: not provided.\nUnrelated archived note: cedar_936, reference 055. These are not inputs to this request.","tools":[{"function":{"description":"Hide a term in a stored document. Inert synthetic operation.","name":"redact_term","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"document":{"description":"Document identifier","type":"string"},"term":{"description":"Term to process","type":"string"}},"required":["document","term"],"type":"object"}},"type":"function"},{"function":{"description":"Highlight a term in a stored document. Inert synthetic operation.","name":"highlight_term","parameters":{"additionalProperties":false,"properties":{"detail":{"default":"brief","description":"Optional output detail; omit unless requested. Default is brief.","enum":["brief","full"],"type":"string"},"document":{"description":"Document identifier","type":"string"},"term":{"description":"Term to process","type":"string"}},"required":["document","term"],"type":"object"}},"type":"function"}],"prompt_tokens":589,"decision":{"rms":0.3485190515339058,"sumsq":124.37967798486352,"hb":[-0.06146,0.01212,-0.93591,0.18567,-0.47049,-0.05684,-0.15291],"lse":21.318214962036006,"logits":[13.231,14.396,13.143,11.965,10.975,10.246,9.064,7.943,9.085,11.001,8.064,15.732,10.951,7.193,13.569,8.299,6.99,7.776,7.566,10.769,19.022,6.507,9.856,14.772,12.345,9.712,9.145,7.562,10.307,6.58,8.145,13.282,12.92,6.875,11.5,7.151,7.546,9.644,5.276,6.523,10.987,4.137,6.311,12.448,3.63,6.851,-0.208,9.278,5.284,14.883,1.652,7.239,6.202,6.634,5.359,4.1,7.425,13.252,10.813,6.462,4.773,13.013,-0.046,5.873,7.61,9.604,4.144,9.698,0.575,17.374,12.287,11.769,8.848,4.269,6.951,3.314,5.745,7.307,9.63,7.91,8.057,7.751,7.642,7.495,7.553,7.721,11.906,2.329,9.672,9.747,-1.869,3.736,14.805,9.638,6.89,6.837,9.882,-4.168,-0.618,1.158,5.518,6.464,0.61,8.209,0.987,12.844,8.621,2.701,4.384,8.433,4.755,10.008,6.398,4.518,6.065,8.501,14.126,3.967,4.458,10.773,10.312,8.251,11.035,11.955,12.887,10.372,3.773,9.197,7.427,6.886,1.377,6.952,2.745,4.617,8.657,11.748,5.329,12.145,2.56,5.25,6.021,13.766,13.825,3.111,2.3,6.248,10.5,-2.307,15.504,0.503,-4.761,7.901,6.543,6.416,2.696,7.548,5.601,4.995,4.149,7.445,6.233,2.882,9.108,-1.968,5.978,3.857,10.914,7.567,-6.429,12.094,10.439,9.115,11.832,3.707,6.427,8.503,15.63,5.967,10.611,6.205,5.723,1.25,4.812,1.712,7.341,16.156,4.659,7.718,3.208,9.157,7.843,1.836,10.588,8.946,6.159,3.273,7.553,12.54,8.095,2.201,4.462,13.025,4.394,-0.173,9.448,9.01,12.514,12.314,2.341,9.368,3.588,12.297,15.582,3.697,6.92,3.756,-4.974,6.176,-0.072,1.18,10.747,6.015,5.827,3.798,-2.896,7.428,9.557,2.765,-1.517,1.269,11.393,0.007,1.177,7.765,10.441,8.58,5.222,6.526,2.404,7.415,9.247,1.241,4.915,4.896,6.057,11.281,-1.395,0.775,12.423,8.23,0.072,13.321,7.411,9.773,3.545,4.345,9.644,13.459,4.572,10.809,12.141,8.887,3.831,1.183,2.919,11.631,1.198,7.063,4.906,11.471,-1.273,1.063,-1.036,0.456,1.443,12.512,6.422,3.118,5.028,1.49,15.9,6.11,-0.951,5.687,3.093,8.436,-4.363,10.074,7.635,8.927,8.291,3.721,12.853,12.375,7.178,8.892,12.814,11.051,11.703,4.484,8.706,5.506,3.365,7.89,6.701,4.85,8.605,11.353,2.999,8.132,7.04,3.823,13.643,2.362,-2.159,-0.695,6.258,4.684,-1.891,2.488,1.032,7.57,6.588,5.747,3.703,8.304,-4.933,-3.942,7.562,9.442,15.344,6.696,1.074,11.648,14.157,4.172,9.386,2.012,2.45,4.683,-1.958,10.801,12.576,13.288,5.989,4.519,7.922,11.445,6.645,8.201,13.857,1.368,-2.253,2.285,11.102,11.469,2.823,11.449,8.248,9.439,-1.216,3.673,0.646,-0.544,13.839,14.239,10.804,4.034,1.461,6.568,5.114,10.475,-1.559,5.44,9.939,2.064,3.912,9.88,9.213,13.179,0.039,-3.65,11.398,-0.518,7.644,3.482,0.343,4.376,12.974,14.534,1.231,13.627,2.476,12.319,-1.453,10.906,6.975,0.887,-0.991,3.297,4.481,-3.64,3.497,0.125,8.807,0.23,7.243,13.655,-0.897,1.223,8.579,5.827,6.372,3.416,8.005,8.179,-0.779,10.307,4.448,7.389,5.452,7.599,1.348,7.937,1.758,5.645,2.462,-0.6,13.181,-1.025,11.652,7.954,7.709,6.683,-0.54,7.541,5.943,4.386,16.239,11.466,7.679,12.705,5.219,8.562,0.884,5.6,9.773,0.419,9.315,2.139,5.081,4.052,7.598,0.651,3.947,1.533,8.154,3.05,4.102,-2.707,-0.142,9.337,10.021,4.772,9.363,4.371,0.243,1.353,7.04,7.838,9.052,10.847,6.215,-2.987,1.709,-1.433,-1.388,6.302,1.506,2.073,12.014,3.579,8.198,-2.06,5.896,10.394,-1.368,8.644,14.828,6.917,5.962,9.401,5.121,12.27,4.452,6.244,13.799,-0.296,5.057,0.806,8.265,-0.222,3.547,3.78,3.495,2.056,-1.933,3.785,6.841,11.135,5.172,8.287,-1.489,8.207,7.3,1.535,10.875,12.184,9.319,7.175,5.617,-0.11,-1.553,-1.31,3.903,5.301,3.158,-1.27,-0.497,6.654,6.157,3.54,1.106,2.765,7.394,4.107,6.728,3.696,0.636,7.567,4.347,4.3,-0.134,11.583,-0.288,6.013,10.075,6.116,3.079,4.822,-0.752,4.379,-1.031,-0.882,8.303,6.713,5.264,9.142,8.035,4.824,5.856,2.939,-2.953,3.347,6.8,8.946,8.27,3.914,5.865,4.185,-1.331,1.722,7.89,7.328,-0.448,7.877,-3.572,5.503,6.957,3.585,1.409,6.579,13.044,-2.336,3.444,2.951,7.036,0.345,6.417,-1.055,9.525,11.656,-4.786,4.623,14.344,-2.22,3.86,-1.497,10.137,11.197,7.201,5.543,5.58,1.987,8.983,6.123,-2.796,-2.988,-5.651,-1.937,6.003,12.63,6.023,6.325,-5.338,7.221,5.173,8.39,6.158,6.428,8.161,7.167,3.685,1.989,3.497,9.478,4.498,8.848,-4.595,4.194,4.993,1.273,3.656,1.174,8.885,9.006,6.071,1.083,0.507,5.597,5.423,-1.937,5.828,6.542,4.974,6.786,5.781,-5.851,2.629,2.596,-0.885,2.606,4.981,6.705,0.386,3.326,-2.363,12.206,-3.314,6.573,6.81,1.275,3.892,7.877,2.513,4.347,5.04,-1.458,4.993,9.773,-4.469,0.724,5.371,3.078,0.971,2.851,5.703,7.413,0.354,2.035,3.341,1.824,5.285,7.704,-1.884,-0.201,2.536,8.208,3.128,6.824,3.932,7.446,10.241,5.627,3.751,3.826,-3.794,-0.108,5.771,-0.611,3.72,3.382,2.706,-0.809,9.583,-3.171,3.778,6.631,-0.575,3.546,7.259,-2.145,6.938,8.663,6.315,-0.066,7.764,8.691,2.454,5.99,4.583,0.569,3.88,-2.385,4.102,4.344,-1.106,3.864,4.081,2.348,6.569,5.159,-1.543,5.888,-2.334,7.941,6.959,1.768,9.272,5.4,4.168,5.599,2.739,2.554,4.819,-0.721,3.678,1.962,6.348,0.177,-2.861,6.82,6.529,-1.615,2.226,-2.154,-6.218,-1.037,10.461,0.988,7.802,-2.464,1.528,8.156,4.19,1.78,1.848,-0.758,0.741,-0.277,-1.273,-3.551,3.528,7.545,0.091,-1.586,2.456,4.25,-0.378,4.068,11.287,-5.2,6.071,3.579,2.453,7.147,6.175,-0.121,3.012,1.841,9.579,0.145,0.609,1.17,1.012,-4.532,-4.249,-1.831,-0.925,-0.049,-0.194,3.171,-2.714,7.952,3.407,1.448,-4.04,-3.194,-3.412,1.499,2.408,1.389,5.471,-1.026,2.928,3.125,6.162,0.441,-0.733,-2.677,-2.815,2.904,1.066,3.856,2.209,3.152,-1.89,0.144,1.296,0.564,0.397,-2.762,0.237,1.222,-1.797,-1.51,1.007,-4.85,0.392,8.321,7.813,0.158,0.698,2.031,6.645,4.209,-1.26,-0.737,1.539,0.26,-0.939,1.042,-0.324,-4.089,3.475,-2.782,1.433,-0.271,-0.278,-1.547,-1.729,2.025,-2.859,-0.829,1.186,-1.059,0.501,-2.227,0.098,-3.777,0.909,-2.504,-1.507,0.675,0.992,-2.254,1.386,3.612,0.451,-2.736,-0.636,0.099,2.936,-0.693,1.909,2.315,0.916,0.416,-0.813,-4.995,6.873,2.809,1.255,1.347,1.358,3.07,-0.132,-1.733,-0.191,-2.76,-3.425,3.47,-1.817,1.744,3.069,5.794,-0.561,0.98,3.981,2.966,-0.085,2.198,-0.629,1.832,-2.491,1.071,2.359,-1.644,0.112,0.478,-4.141,-3.302,3.924,-1.043,-1.687,0.625,1.167,4.567,-3.705,5.3,2.031,3.045,1.289,-1.028,1.144,-2.387,2.466,1.252,2.36,1.814,-2.463,-1.627,1.508,2.082,-2.065,2.438,0.049,2.399,-0.556,-2.088,1.752,-1.615,4.667,2.562,0.944,3.215,-3.137,0.117,0.544,-1.65,4.019,-2.772,0.623,3.42,0.132,2.18,-0.01,1.113,4.609,-1.482,0.256,3.812,1.535,0.573,0.494,3.439,-1.517,0.65,5.722,1.14,3.228,1.973,8.898,-0.286,5.807,-0.385,1.837,0.133,-0.69,-1.302,-0.596,-4.238,0.463,4.326,-1.546,2.413,2.487,1.427,-0.022,0.751,0.901,-1.07,1.337,-0.766,4.679,4.155,-1.756,-2.106,0.157,-0.299,-0.499,-1.096,-0.803,-0.571,3.928,-2.652,5.907,1.533,-1.966,-1.169,5.551,3.648,2.054,1.982,3.02,0.681,-3.283,8.731,21.097,9.38,10.215,9.946,15.062,12.566],"base_top":[[248058,21.097],[40,19.022],[760,17.374],[22916,16.239],[3928,16.156],[8725,15.9],[27,15.732],[3811,15.63],[5328,15.582],[2665,15.504]]},"positions":{"tokens":[248058,198,27,1628,28,1114,519,16946,29,198,27,15704,32429,29,198,1856,3766,198,510,15704,29,198,27,15704,28,4830,29,198,15,23,23,198,510,15704,29,198,510,1628,29,198,248059,248046],"text":["<tool_call>","\n","<","function","=","red","act","_term",">","\n","<","parameter","=document",">","\n","not"," provided","\n","</","parameter",">","\n","<","parameter","=","term",">","\n","0","8","8","\n","</","parameter",">","\n","</","function",">","\n","</tool_call>","<|im_end|>"],"proj":[[5.0295,1.9678,-0.0485,0.2597,-2.578,0.6367,-0.6643,-0.3503,0.2664,-1.0733,-0.2628],[-3.3977,0.9893,7.8869,15.658,-1.2369,-2.0271,0.5015,-0.7428,0.1398,-0.6201,-0.3628],[-2.7824,0.2484,10.387,16.9449,-2.2405,-0.458,-0.6303,-0.3323,0.0487,-0.788,-0.1694],[-0.8652,0.2281,10.5749,17.4571,-2.7438,-0.0745,0.342,-1.0881,0.0091,-0.4909,-0.0662],[-0.237,0.1943,10.8299,17.4379,-3.702,-0.483,-2.6852,-0.7119,0.0646,-1.0107,0.2804],[0.7735,0.2309,12.1903,14.705,-2.6455,-0.8612,-1.8098,-1.1896,0.1352,-1.259,-0.1938],[-2.0556,-2.199,10.6323,18.8097,-1.5634,-0.2547,0.0217,-0.622,0.1848,-1.191,0.1801],[-2.2982,-1.6844,8.6343,19.9889,-2.5159,-1.4022,-0.1426,-0.9504,0.0725,-1.7999,0.2005],[-4.8371,-0.7588,9.3705,21.7598,-1.7491,-1.872,0.7679,-0.7247,-0.1465,-1.462,0.2113],[-5.4754,-0.2927,9.6905,21.6133,-2.9697,-2.451,1.5024,-0.1619,-0.0647,-0.9332,-0.1186],[-3.9891,0.3791,9.8636,16.4324,-1.9405,-1.8942,-0.0175,-0.3932,-0.0824,-1.0881,-0.0524],[-1.404,-0.5835,9.0848,15.1196,-2.9007,-1.4857,3.2112,-0.4993,-0.1987,-0.8533,-0.0536],[-2.1252,-0.7503,9.5114,17.9445,-3.5391,-2.5413,-1.2567,-0.4338,-0.1488,-1.1133,0.2901],[-1.6946,-0.7442,9.3099,20.2884,-2.9859,-2.6779,0.2408,-1.0428,-0.1808,-1.4793,0.017],[-0.7794,0.8044,12.7133,17.4462,-2.4837,-1.275,1.071,-0.383,0.3158,-1.2727,-0.0427],[1.4445,1.5346,16.6931,12.0223,-1.1349,-1.7129,-2.2466,-0.5068,0.206,-1.318,0.0132],[-0.9523,-0.6222,9.3159,18.9629,-0.7052,-1.0358,-0.1128,-0.8267,0.142,-1.6262,-0.2161],[0.4356,1.3269,7.5831,20.0494,-1.8025,-2.3671,1.1969,-0.8545,0.1051,-2.3157,-0.0645],[-1.8445,0.3236,11.6325,19.2757,-1.7013,-1.5244,0.9523,-0.641,0.2057,-1.5256,-0.4028],[-1.9137,0.9969,11.0495,17.6071,-1.7711,-0.8743,0.7038,-0.5282,-0.1111,-0.698,-0.5283],[-3.4613,0.0713,8.8816,20.6019,-1.5401,-3.3841,0.9424,-1.1572,0.2371,-1.4694,-0.1933],[-0.9364,-0.1593,10.8413,21.9549,-1.8422,-0.9454,1.721,-0.4095,0.3019,-1.6168,-0.3612],[-3.0153,0.2305,9.7613,16.9836,-2.2432,-1.4168,0.6217,-0.475,0.0712,-1.1903,-0.3788],[-0.5756,-0.4391,10.8715,18.2299,-3.2418,-1.2535,3.2405,-0.6574,-0.0706,-1.0474,-0.2083],[-1.5095,-0.835,9.6114,18.3048,-3.8257,-1.734,-0.0459,-0.7036,-0.1322,-1.5093,0.2716],[-0.6785,-0.7857,11.8651,15.9946,-3.1823,-1.8784,-0.1024,-1.2419,-0.0078,-1.6283,-0.2507],[-3.5628,-1.6432,11.0232,22.2568,-2.0024,-1.6817,-0.0304,-0.8414,-0.1377,-1.7051,0.088],[-1.7108,-0.4225,13.3201,19.8329,-3.143,-0.3891,1.0795,-0.3885,0.2206,-1.1842,-0.3175],[0.0109,-0.4057,16.5044,15.8675,-2.0551,-0.3535,-1.8442,-0.3192,0.1323,-1.241,-0.3795],[-2.6959,-1.9365,13.123,20.3283,-0.4509,-1.2335,-0.0345,-0.8482,-0.0149,-1.4644,-0.4987],[-2.7626,-1.5919,12.027,19.9151,-0.3395,-0.9702,0.1311,-1.0463,0.0967,-1.6885,-0.4527],[-2.3493,-0.8187,10.8617,20.2656,-1.258,-1.6569,0.0551,-0.5878,0.1727,-1.5267,-0.2152],[-3.278,-0.9201,11.818,18.367,-1.4961,-1.2804,0.5505,-0.5065,0.2932,-1.4522,-0.5208],[-2.815,0.0093,11.1636,18.3541,-1.554,-0.2536,1.7243,-0.4727,0.0554,-0.6872,-0.5511],[-2.8756,0.4954,8.4234,20.8383,-0.9075,-2.4919,1.2596,-0.8369,0.2165,-1.2538,-0.1068],[-2.3255,-0.8322,8.6079,20.1721,-1.1872,-1.1976,2.3384,-0.248,0.1144,-1.3426,-0.2801],[-2.1266,1.5035,8.9897,15.7338,-0.6154,-0.9517,0.2612,-0.6386,-0.1075,-1.1828,-0.1535],[-3.3832,0.6942,10.2594,17.8116,-1.3989,-0.4581,-0.2352,-0.7932,0.1136,-1.0654,-0.2696],[-3.8503,-0.0348,5.7729,13.3836,-0.784,-2.0065,1.4537,-1.3203,0.1858,-0.954,-0.2454],[-1.7662,-1.4118,8.8359,16.8285,-1.134,-1.2784,2.1661,-0.3156,0.208,-1.1073,-0.304],[-3.5661,0.3245,8.1796,11.9795,-1.5765,-0.632,-0.4256,-0.8703,-0.0881,-1.2556,0.1062],[-2.3218,0.9035,9.0649,13.6466,-2.0684,-0.3852,-1.7791,-0.7748,-0.0755,-1.5561,0.0571]]},"outputs":{"original":{"run":"p41_v3_final_both","raw_output":"<tool_call>\n<function=redact_term>\n<parameter=document>\nnot provided\n</parameter>\n<parameter=term>\n088\n</parameter>\n</function>\n</tool_call>","n_tokens":42,"decision":"call","correct":false,"correct_strict":false,"false_call":true,"truncated":false,"first_token":248058,"identical_to_original":true},"v2":{"run":"p24_v2_final_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false},"g23v3":{"run":"p41_v3_final_both","raw_output":"NEED_CLARIFICATION","n_tokens":6,"decision":"clarify","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":3811,"identical_to_original":false}}},{"id":"prose-00","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Explain in two sentences what a hash table is.","tools":[],"prompt_tokens":34,"decision":{"rms":0.3092427115955757,"sumsq":97.92517598718405,"hb":[-0.04726,-0.00903,-0.23531,-0.00669,-0.28151,-0.05688,-0.26929],"lse":27.858907608424484,"logits":[13.996,11.574,11.285,16.834,10.561,9.763,8.022,8.864,8.518,7.631,9.497,10.318,27.857,13.467,12.012,13.786,12.493,10.376,12.234,15.781,14.093,11.354,12.547,10.641,12.259,12.044,12.579,11.745,10.96,11.495,11.711,11.269,10.12,18.15,5.109,4.84,9.082,7.779,5.299,5.992,8.386,6.35,5.879,8.181,6.456,6.814,2.401,7.954,4.036,12.124,1.792,2.349,2.14,4.483,4.707,6.323,1.404,8.789,11.279,6.433,2.98,19.625,1.633,2.858,0.584,5.389,3.352,12.534,-0.131,19.105,6.508,6.557,11.811,-0.945,15.162,0.881,11.819,5.788,5.626,9.269,13.004,6.163,16.467,13.594,15.174,6.324,2.094,7.53,10.891,6.777,2.729,11.28,18.619,9.095,6.403,12.731,16.133,-1.468,-1.14,2.996,12.555,11.114,0.584,8.058,2.347,14.831,17.107,2.204,2.663,12.114,2.655,6.713,12.856,4.24,12.275,13.958,17.867,5.658,14.889,4.01,18.345,10.579,16.589,13.332,19.037,4.528,0.55,7.899,10.171,11.719,1.369,7.021,1.811,4.916,10.004,5.85,6.454,15.382,3.012,9.773,9.793,16.458,12.579,4.702,0.973,6.96,13.932,0.793,14.696,6.239,-1.868,9.706,2.464,11.053,12.103,4.852,6.422,4.278,10.089,9.692,12.092,2.227,12.177,-2.401,11.336,6.299,4.409,2.379,-5.751,5.804,13.738,15.932,16.544,9.758,2.717,2.319,4.059,11.139,16.813,8.032,12.081,4.329,5.246,0.568,12.081,12.067,8.736,10.921,-0.395,13.523,11.959,4.931,17.709,2.109,3.867,4.307,10.981,14.642,6.125,0.946,12.442,6.559,10.861,1.104,10.943,10.083,6.728,2.329,2.217,17.04,2.89,9.961,9.368,-0.415,9.676,5.658,-3.265,-4.238,-0.332,5.036,4.684,11.718,7.475,-1.029,4.346,7.349,3.283,-1.138,1.028,20.712,2.457,-2.946,-0.548,10.981,9.845,11.33,3.022,11.493,10.2,14.202,1.561,2.122,4.799,3.865,1.297,9.29,-1.275,-1.942,10.997,10.279,-4.005,6.684,12.991,10.865,8.695,-4.382,7.765,7.634,9.429,16.414,4.175,8.025,0.433,-1.924,3.509,6.856,3.077,12.246,7.522,15.167,2.101,2.149,1.789,1.695,1.674,10.204,12.59,-2.154,10.782,-2.715,5.408,10.626,3.683,5.725,10.448,6.748,2.143,3.707,13.616,13.29,3.246,12.324,11.402,3.632,8.308,9.106,3.194,9.151,13.58,11.443,16.279,12.319,4.522,12.532,8.654,7.957,6.234,9.48,-0.609,14.767,12.764,2.602,14.449,8.564,-3.937,-1.53,14.078,1.395,-2.792,-1.175,3.705,10.102,9.271,11.207,3.024,11.267,0.728,-1.068,12.185,10.156,14.575,6.67,7.573,13.083,6.847,5.399,17.857,-0.757,3.305,9.766,-3.016,4.425,8.256,8.142,3.802,5.316,9.516,0.668,4.059,-1.382,4.997,1.091,-2.703,-1.15,-1.218,15.118,7.214,13.508,13.946,10.413,3.075,10.019,-7.226,0.523,14.704,2.319,8.235,0.761,0.388,-1.172,9.144,6.133,1.46,8.419,15.92,1.945,11.094,14.259,10.236,13.414,2.145,1.96,13.495,-2.806,8.214,8.215,2.14,1.456,0.829,8.344,12.156,6.824,6.543,14.366,-1.595,10.238,7.131,7.955,0.592,0.097,4.6,3.03,8.489,8.287,12.245,-1.255,9.911,9.937,-1.566,-0.126,9.327,6.463,0.133,6.487,13.194,14.239,-5.583,7.995,12.163,9.725,8.146,14.974,1.353,-0.032,0.981,10.216,-0.391,-3.364,13.811,-1.981,10.586,9.769,-1.216,6.659,1.207,4.8,9.648,6.503,8.855,11.734,13.324,2.843,8.646,4.241,1.117,2.876,9.392,0.777,12.081,-5.426,10.689,-5.247,13.046,-4.472,1.419,-1.823,11.822,4.929,10.469,-0.75,0.441,13.339,3.743,9.843,5.306,6.126,-2.217,3.469,13.229,8.427,7.66,12.471,10.609,3.417,-2.009,0.313,-0.721,10.479,10.598,-0.899,5.0,13.872,10.358,2.196,14.143,15.988,-1.698,4.333,14.696,11.179,6.225,2.192,9.465,2.563,8.919,7.519,12.073,-0.357,13.13,1.103,11.073,1.834,9.029,7.534,-1.379,8.968,0.257,10.653,10.185,13.789,10.11,7.874,-0.899,2.299,10.293,5.736,4.18,14.876,4.246,13.036,10.805,-1.356,-1.243,0.49,6.725,8.411,0.017,-3.366,6.116,8.941,2.327,8.665,1.417,0.167,0.357,7.564,2.49,-1.906,9.678,3.143,16.179,-4.695,-1.193,8.715,-1.118,2.404,13.565,8.004,3.734,0.374,1.015,10.251,0.489,2.275,5.08,9.858,1.963,11.439,-0.864,7.283,12.449,-1.91,-2.215,3.213,10.277,15.422,3.567,3.662,8.641,-1.057,-4.117,1.555,-1.236,15.714,2.422,5.142,-3.286,9.981,-1.935,-2.226,-0.895,10.034,3.623,2.33,5.136,-3.257,7.403,2.699,7.389,2.106,6.868,9.18,-1.125,10.645,1.792,-1.9,-0.477,-1.564,0.571,9.453,0.306,13.572,15.51,7.119,14.469,13.627,3.268,0.973,-1.402,1.566,10.524,3.542,11.057,16.068,0.736,0.257,-1.966,5.319,10.402,6.042,8.44,2.393,10.068,-0.961,7.601,14.315,8.305,9.578,-1.237,1.972,-0.172,0.95,-3.169,9.752,7.123,8.808,11.697,-1.588,-0.422,1.636,14.098,-1.595,7.242,8.507,6.975,12.143,9.807,-1.276,4.755,7.196,4.745,0.819,9.343,14.369,-4.239,-0.296,8.694,9.11,-1.901,6.708,9.393,7.438,6.314,10.338,0.675,-0.716,11.275,-1.706,9.235,8.873,-3.808,0.872,3.099,11.358,3.131,15.483,14.19,0.694,0.26,-1.002,-0.858,0.026,3.526,11.142,-0.395,-0.226,0.438,8.327,3.918,12.813,5.243,15.087,13.244,15.459,1.505,8.532,2.704,4.449,13.371,-1.754,10.425,-0.9,-0.424,1.347,11.0,2.424,11.86,-1.948,-0.763,6.533,8.538,-2.16,14.589,12.519,2.322,2.393,-1.293,-0.164,-2.998,0.636,2.078,-0.415,-0.407,2.036,-0.778,8.784,-1.66,9.941,6.496,-1.159,6.542,-3.369,1.48,7.154,-3.629,5.7,7.477,1.709,5.307,-0.021,3.664,5.977,9.001,-3.083,9.72,1.223,0.064,2.44,11.245,-2.391,-0.199,7.789,-4.945,1.047,8.347,-1.697,-1.516,-0.566,1.398,1.68,-0.957,1.522,-0.933,16.234,4.288,0.552,3.252,1.147,-0.626,-2.564,5.01,-3.24,13.41,4.484,-1.32,0.405,13.006,7.548,-1.222,9.053,12.272,3.907,1.79,7.112,6.5,0.208,6.673,-4.744,8.931,-0.671,4.445,-3.441,-7.781,1.742,1.969,0.58,-3.76,1.926,-1.659,1.777,2.632,0.717,-1.627,-0.544,1.768,1.585,1.703,-0.015,1.75,1.173,-2.379,-0.675,-1.551,0.443,0.234,0.927,-3.096,-2.063,2.585,1.475,2.769,3.366,3.863,-2.728,3.464,-1.678,-1.878,1.49,1.593,-0.757,0.72,1.363,-1.599,8.561,1.313,-2.471,1.212,0.153,-1.093,0.973,-0.203,5.5,3.415,2.962,-0.961,4.19,-3.579,1.852,1.127,1.656,0.526,-0.782,3.351,-1.231,0.433,-1.158,4.724,-0.712,2.109,3.228,-0.738,1.254,4.372,-2.888,-0.161,-3.102,-0.545,-2.651,-1.046,-2.726,-8.76,3.884,1.886,-2.817,-1.194,1.035,-3.439,-0.016,-1.744,-2.139,2.554,-1.783,0.429,-0.262,0.579,3.302,-0.284,-4.801,0.348,-1.039,2.075,3.634,-0.036,-0.412,-2.128,5.139,-5.006,1.48,-3.948,3.794,-0.977,-2.497,-2.683,3.344,-3.539,3.458,-0.112,1.933,-0.14,2.63,-0.686,-0.391,-2.581,0.59,0.636,0.027,2.473,-0.376,-1.029,-1.852,-0.832,-3.242,-0.638,0.791,1.712,1.934,-1.559,-3.52,-1.484,3.045,-0.302,0.994,2.121,-2.376,-0.256,1.44,2.964,-0.686,-1.72,3.33,-1.642,-3.564,2.779,2.088,1.847,-1.038,-1.11,-2.594,0.722,2.028,3.36,-2.664,-2.321,-2.123,-0.978,-1.667,0.483,5.58,-5.435,-4.446,0.721,0.761,-0.528,1.783,0.921,-5.792,-0.751,2.154,-1.436,-3.428,0.944,-0.259,-1.538,-0.782,0.593,1.676,-1.859,0.023,0.812,1.367,-1.626,-0.849,-0.643,-0.035,-2.329,-0.521,-1.196,-5.615,2.902,-0.786,-2.84,-2.084,-1.305,-2.844,0.145,-1.938,-2.185,10.483,-0.974,1.748,-1.78,0.722,-1.717,-0.857,0.546,-1.77,-1.576,-2.73,-4.406,-2.148,0.781,-1.525,-0.907,1.991,3.645,-0.012,2.474,-1.675,-2.188,2.25,-0.745,2.999,-1.112,-0.994,1.178,1.235,-1.454,8.678,10.152,3.571,5.198,6.079,16.626,11.658],"base_top":[[32,27.857],[6169,20.712],[623,19.625],[760,19.105],[2064,19.037],[1206,18.619],[2014,18.345],[64,18.15],[1919,17.867],[12934,17.857]]},"positions":{"tokens":[32,5010,1898,369,264,795,5759,421,5533,264,1328,18509,6505,310,3436,321,16672,795,28750,11,1332,279,1328,369,264,886,321,279,869,369,264,886,13,248046],"text":["A"," hash"," table"," is"," a"," data"," structure"," that"," uses"," a"," key","-value"," pair"," to"," store"," and"," retrieve"," data"," efficiently",","," where"," the"," key"," is"," a"," string"," and"," the"," value"," is"," a"," string",".","<|im_end|>"],"proj":[[2.1164,-4.9711,12.6946,15.8453,-2.2675,-0.3952,0.5564,-0.9808,-0.2347,-1.7271,-0.0679],[-0.8395,-2.7775,10.0311,19.5259,-2.5979,-1.2888,0.1667,-0.836,-0.012,-1.5233,-0.046],[-1.8365,-3.5486,9.9084,20.1605,-2.28,0.2018,0.6792,-1.2683,0.0451,-1.9584,-0.1314],[0.0626,-1.9172,5.4033,14.4471,-2.7345,-0.9291,0.2408,-1.3808,0.2528,-2.2982,0.4498],[-0.2604,-2.5344,4.6117,14.6713,-1.0923,-1.3089,1.7631,-1.1756,-0.0619,-1.8198,0.0807],[-1.1835,-2.1062,3.6235,12.428,-0.9396,-1.5525,0.9229,-0.9828,-0.2249,-0.7472,0.0607],[-1.4964,-1.5314,5.7982,14.434,-2.3898,-0.6007,0.5938,-0.8634,0.602,-1.1255,0.2598],[-1.0903,-2.5398,5.8767,15.8404,-2.5727,-0.7493,0.3357,-1.0137,0.334,-1.9234,0.1047],[0.2161,-0.8216,4.3757,12.5451,-2.7124,-0.5187,0.5518,-1.171,0.3805,-2.0199,0.3887],[-1.2035,-1.4157,5.6642,15.5203,-1.5614,0.3565,0.4263,-1.209,0.0479,-1.9346,-0.0432],[-1.872,-1.2501,5.0877,14.5607,-1.5507,-0.0786,0.6517,-1.0004,-0.3325,-1.395,-0.1012],[-1.1331,-0.6937,6.3852,15.7832,-2.494,0.611,1.4205,-0.705,-0.1354,-2.0696,-0.2014],[-1.9227,-1.4923,6.8781,17.2402,-2.163,-0.5284,1.3307,-0.6317,-0.1274,-1.6465,0.1544],[-0.9857,-1.6934,5.2388,15.1419,-1.9882,0.0355,1.4097,-0.9839,-0.1729,-2.2528,0.1646],[1.257,-1.7964,5.0767,13.9042,-2.3486,-0.0345,0.8617,-1.4712,-0.0263,-2.6362,0.2017],[-0.5666,-0.2421,6.1818,15.7617,-0.8352,-1.158,-1.5771,-1.1341,-0.003,-1.6015,-0.7013],[1.642,-1.306,7.0613,15.4624,-2.1588,-0.1746,0.7586,-1.1313,-0.0528,-1.8198,-0.1552],[-0.4992,0.1592,5.269,13.541,-1.0098,-0.7051,-1.3348,-1.0308,0.0362,-1.3577,-0.6784],[-0.9413,-2.0126,2.7934,11.7509,-0.9753,0.7578,0.9897,-1.3224,0.4019,-1.6634,-0.2398],[-0.2287,-1.8403,5.9782,16.9556,-1.8783,0.1333,-0.2342,-1.4585,0.0806,-2.4802,-0.1507],[1.4351,-2.167,4.1332,12.6744,-3.0019,-0.0918,-0.1758,-1.3679,0.2447,-2.1642,0.4822],[0.5393,-2.2543,6.2134,16.2128,-1.4418,0.1559,-1.082,-1.7754,0.2388,-2.3847,-0.4199],[-1.1273,-1.9194,7.396,16.9753,-2.039,-0.2894,-0.4826,-0.7842,-0.2267,-1.687,-0.5277],[-0.5587,-0.1027,5.0798,14.3248,-2.506,0.3936,-0.2193,-1.1285,-0.0683,-2.3898,-0.1463],[0.1605,-1.7118,5.0437,12.8469,-1.3038,1.6885,-1.4609,-1.2339,0.0198,-2.363,-0.2171],[-1.5232,-1.3974,6.3679,14.2937,-2.9134,0.1463,-1.8242,-0.9772,-0.39,-1.5409,-0.2087],[-0.6169,-3.3528,6.0702,15.533,-1.9576,-1.1224,-1.1675,-1.168,-0.223,-2.4298,-0.3288],[-0.0869,-1.8308,7.7822,18.8592,-2.5026,-0.6992,-0.5015,-1.1132,-0.1994,-2.5721,-0.4365],[-1.5878,-1.8869,9.0885,18.9418,-2.6706,-0.3222,-0.5016,-0.5523,-0.4643,-2.002,-0.5227],[-2.0611,0.1016,7.6166,17.847,-1.919,1.0761,-0.1386,-0.7355,-0.3919,-2.6603,-0.234],[-0.6454,-1.2679,8.5937,17.1997,-1.3411,0.6131,-0.0161,-1.2666,-0.3792,-2.3337,-0.2745],[-1.8739,-1.3754,8.3923,16.4359,-2.4168,-0.4701,-0.0121,-1.1593,-0.5707,-1.4297,-0.3619],[-1.9443,-1.7898,6.9523,15.1876,-0.4555,-1.0622,0.6463,-1.1568,-0.5027,-2.5077,-0.2663],[1.5512,-4.3493,6.5209,14.7109,-2.6355,0.0732,0.5496,-1.6648,0.1305,-1.8608,0.0663]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"A hash table is a data structure that uses a key-value pair to store and retrieve data efficiently, where the key is a string and the value is a string.","n_tokens":34,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":32,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NO,NONONENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"A hash table is a data structure that uses a key-value pair to store and retrieve data efficiently, where the key is a string and the value is a string.","n_tokens":34,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":32,"identical_to_original":true},"g23v3":{"run":"p37_v3_prose_both","raw_output":"A hash table is a data structure that uses a key-value pair to store and retrieve data efficiently, where the key is a string and the value is a string.","n_tokens":34,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":32,"identical_to_original":true}}},{"id":"prose-01","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Why does bread rise when it bakes?","tools":[],"prompt_tokens":32,"decision":{"rms":0.3957649509985194,"sumsq":160.38798995339312,"hb":[0.04851,0.01851,-0.72363,0.02258,-0.46349,0.36245,-0.22796],"lse":25.974556210840337,"logits":[14.714,11.995,9.698,14.81,11.969,9.777,8.601,11.228,9.237,8.198,10.561,8.433,18.889,25.905,15.429,15.075,19.401,15.864,15.433,16.128,15.643,16.065,16.035,14.48,15.164,17.444,15.443,16.76,13.135,12.994,17.156,9.945,9.361,10.434,5.183,5.792,5.667,7.774,5.145,5.304,6.374,2.543,4.222,10.719,6.423,7.813,1.064,5.996,4.558,17.309,2.963,0.93,4.559,2.528,3.59,3.853,1.652,7.509,11.313,6.369,1.837,17.518,1.887,0.429,4.578,6.096,0.908,13.171,-1.552,20.834,5.021,2.58,11.015,-4.915,15.679,-0.202,10.36,6.936,5.81,8.303,13.855,4.66,10.755,13.496,13.14,4.963,2.132,2.225,12.03,8.724,-1.262,15.025,18.895,7.226,5.437,15.331,14.315,-3.073,0.601,2.732,12.889,13.148,-0.159,6.989,1.332,15.944,16.848,3.771,2.434,13.147,0.193,8.962,11.148,4.379,12.214,14.642,18.511,4.516,12.832,4.885,15.215,12.442,16.642,13.518,18.795,3.705,3.505,11.799,11.493,14.334,-2.668,7.863,-1.22,5.542,7.963,5.273,3.048,15.331,2.738,10.648,10.005,17.38,13.457,5.391,-2.805,8.948,15.133,4.967,14.663,2.385,-1.189,10.877,2.967,11.727,10.665,4.363,6.436,3.348,11.328,8.758,15.585,1.86,12.777,-3.453,13.186,-0.387,5.644,3.633,-4.673,5.635,14.382,15.912,18.413,13.414,0.405,2.428,4.147,12.096,13.656,8.693,12.093,2.179,1.559,2.336,10.231,10.598,12.183,8.096,-1.292,14.026,15.415,-1.503,22.902,0.982,7.165,4.871,11.883,17.693,10.173,0.29,12.136,8.978,12.43,3.634,13.527,11.15,7.131,1.882,-0.421,15.121,3.446,14.247,12.085,-2.545,8.177,2.529,-2.024,-3.848,0.655,5.738,7.822,8.582,9.222,1.725,5.646,10.197,3.578,0.696,0.491,9.231,0.971,-5.27,0.583,9.781,13.004,10.805,5.879,8.721,13.759,13.452,4.201,1.083,5.88,1.423,-0.216,8.756,0.19,-2.103,7.046,11.464,-0.382,6.451,14.508,14.365,8.477,-6.493,7.864,6.684,11.408,18.788,4.378,12.956,0.466,2.142,-0.79,8.053,-0.179,14.525,4.194,16.174,-2.615,1.636,-0.927,4.249,0.376,10.255,12.549,-1.043,12.227,-0.875,5.828,10.708,2.686,4.555,9.45,6.576,0.14,3.986,17.035,11.067,2.28,10.239,13.622,2.61,10.054,8.176,1.77,12.762,15.034,8.999,14.501,6.926,0.515,18.738,11.958,10.583,4.774,10.988,-0.616,14.614,12.342,3.315,18.036,12.495,0.126,-3.968,15.557,-1.124,-4.399,-0.616,4.29,13.629,7.238,12.683,2.215,9.713,0.574,-1.685,13.413,11.078,16.059,1.747,3.162,12.552,9.978,1.857,16.239,2.339,4.412,8.852,-2.21,5.393,5.102,6.061,2.098,8.04,12.324,-1.202,7.893,-1.171,8.01,-1.072,-0.454,-0.598,-2.677,16.853,10.221,14.992,10.504,9.257,0.208,6.228,-1.874,-0.203,9.551,4.51,4.661,2.32,2.454,-1.469,8.998,6.408,-0.417,10.553,16.383,-0.133,13.66,17.008,11.713,15.396,10.364,-0.662,13.159,-2.223,10.552,11.229,-2.084,-2.106,2.493,8.607,14.547,7.926,8.01,18.844,0.92,10.308,10.619,9.34,2.373,0.313,5.405,0.175,10.337,11.005,12.112,0.258,10.469,11.21,0.506,-2.748,11.951,11.111,3.154,2.203,11.968,14.657,-6.396,6.436,11.388,10.137,7.214,12.907,0.578,1.004,-1.655,15.707,-1.754,-0.904,10.868,-2.944,13.456,10.935,-2.221,6.641,0.34,2.763,7.753,4.212,11.404,13.503,13.122,1.452,8.223,3.474,1.392,2.071,10.956,5.98,12.457,-3.709,14.478,-5.215,12.819,-5.225,0.318,-1.617,13.429,8.285,12.422,1.079,-0.498,14.38,0.391,16.004,3.097,6.365,-3.165,4.263,12.909,15.69,8.505,12.105,10.052,-2.589,-0.431,-0.185,2.986,12.954,12.723,-1.777,5.713,9.388,12.148,0.062,14.788,15.266,-1.708,2.465,14.784,11.344,13.043,1.257,13.709,0.436,7.362,8.114,12.773,0.609,11.706,-0.974,10.869,1.973,10.649,10.104,2.159,7.385,3.619,8.417,12.757,14.794,4.278,9.128,-0.403,-0.843,13.684,2.161,4.211,14.286,2.46,12.67,10.044,0.508,1.129,0.242,6.715,13.241,-0.465,-5.963,12.089,8.329,1.011,13.91,2.085,-2.375,1.005,4.46,0.86,1.173,9.436,-0.41,15.98,-4.258,-1.84,6.604,1.823,3.527,11.017,14.474,4.101,3.185,1.777,11.41,-0.358,2.206,3.937,13.19,-0.827,12.34,-2.365,8.074,12.984,1.66,-3.049,5.086,15.299,12.966,1.719,-0.944,14.73,-1.806,-1.183,5.492,-1.717,15.782,4.071,3.553,-4.085,12.486,0.327,-3.546,0.478,8.51,3.395,2.316,10.595,-0.249,6.025,-0.928,3.31,-0.304,11.203,5.642,-2.42,4.364,0.531,-4.106,0.016,-2.202,-0.355,10.058,1.508,13.228,14.846,9.261,14.665,15.212,2.164,2.463,-0.242,0.865,14.09,4.644,5.833,14.866,-0.717,0.145,-2.716,4.565,12.486,10.62,9.958,-0.271,4.659,3.268,9.993,18.026,10.178,11.066,-1.516,-1.709,4.37,-0.055,-1.599,12.027,10.5,8.783,14.871,-0.75,-1.242,-0.558,9.966,1.414,15.282,10.266,10.103,13.557,11.944,-0.054,1.465,10.226,2.916,3.595,12.382,15.063,-5.023,-2.463,9.503,11.4,0.347,6.233,8.764,11.774,17.668,11.824,1.74,-0.588,14.506,0.141,13.818,12.584,-3.995,-1.922,4.102,12.104,-2.72,12.937,15.122,1.07,0.978,0.598,-0.244,2.543,2.377,8.608,3.275,0.596,-0.863,12.095,7.803,13.053,10.609,15.547,14.722,15.544,3.084,11.166,-3.636,5.826,14.057,-1.496,7.671,1.971,-0.715,-3.608,7.66,-0.785,11.869,-0.905,-2.995,7.215,11.295,-4.926,16.052,7.03,0.878,2.509,1.483,-2.021,1.124,4.068,2.618,-1.099,0.665,-0.018,-0.211,12.122,0.565,10.911,10.57,-1.479,11.223,-3.635,-4.055,5.78,0.256,10.61,6.748,-1.968,4.108,0.664,1.328,3.068,14.589,-0.719,9.108,-1.813,-1.698,1.293,12.979,-1.24,-1.916,8.81,-3.488,1.561,7.665,2.242,-0.744,0.828,1.464,5.244,-2.731,-1.064,-3.151,15.329,4.703,7.69,0.52,2.332,-2.036,0.305,1.28,-1.562,9.946,6.95,-2.69,-0.721,12.083,10.162,-1.35,9.98,12.986,1.929,2.168,8.934,10.801,-2.705,10.213,-1.221,10.234,-2.401,9.534,-3.039,-0.819,4.19,3.276,0.555,-2.011,0.635,1.829,-0.013,1.884,1.824,0.737,1.246,2.635,2.872,1.41,-1.701,2.337,0.804,0.23,-0.885,1.292,1.553,0.371,0.862,0.217,-1.122,2.423,-0.032,-0.678,0.91,2.884,0.927,3.273,-2.849,-4.72,0.103,3.361,-2.583,3.017,-0.789,2.038,5.171,0.839,-1.953,1.522,4.604,0.096,2.987,1.566,0.147,3.092,4.135,3.846,3.904,0.415,-0.055,-1.134,-0.48,-0.403,1.75,2.404,-2.773,-0.749,-0.565,0.84,-0.135,3.604,0.548,-0.704,-0.295,4.739,-1.593,0.379,-1.824,1.63,-0.137,-1.944,-3.123,-3.6,3.065,0.805,-4.013,1.137,3.271,1.584,-0.751,-1.921,-0.485,1.561,1.365,-2.246,-0.37,-2.518,-0.959,1.003,-2.942,-1.488,-2.634,0.888,1.888,2.773,-5.169,-3.132,5.688,-5.197,2.641,-0.529,6.092,1.177,-1.961,-3.486,4.856,-4.44,1.854,-0.091,4.327,1.403,1.319,1.801,0.857,2.467,-2.567,0.053,-1.622,0.355,-2.609,0.212,5.199,-0.732,-0.828,3.566,3.551,2.472,1.739,-1.249,-1.191,-0.663,3.599,-4.124,3.634,-2.636,-3.734,2.764,1.98,3.31,0.302,-4.234,0.594,0.835,-4.146,-0.273,3.1,3.412,-2.055,-1.154,0.057,0.447,4.231,4.065,-1.783,-4.414,-2.107,-0.579,0.103,1.7,3.32,-1.853,-3.831,0.439,0.041,1.12,-0.794,0.362,-4.546,-0.546,-2.276,0.544,-2.111,-0.117,2.411,-2.516,-1.035,3.939,3.205,-1.955,-1.932,5.271,-0.695,-1.829,1.163,-0.682,1.465,-1.68,-0.413,-0.787,-0.764,3.083,-1.35,-2.64,0.21,1.794,-0.511,0.764,-1.36,-0.514,13.433,0.375,3.846,-3.217,-2.451,-1.306,2.188,0.43,0.72,-1.937,-0.346,-1.446,-0.812,-3.698,-0.37,-2.782,0.025,4.836,2.07,-1.505,-0.282,0.592,3.877,2.145,2.029,3.118,-0.441,1.77,-0.096,0.502,6.616,11.252,4.391,5.091,5.562,18.75,11.098],"base_top":[[33,25.905],[4350,22.902],[760,20.834],[36,19.401],[1206,18.895],[32,18.889],[17413,18.844],[2064,18.795],[7732,18.788],[248068,18.75]]},"positions":{"tokens":[33,851,35937,948,424,292,1982,4016,310,264,10286,314,11153,23698,321,6745,4203,421,11822,2261,279,26912,1817,13,5514,369,264,29006,314,279,1328,23038,6197,25,271,13962,220,16,13,561,14955,314,1900,5108,286,48567,198,760,5839,5073,314,15589,369,279,5089,314,2972,273,5108,286,12636,93868,1680,430,39142,466,26912,16232,13,4081,30999,1121,430,279,48688,364,279,11153,12355,421,11121,279,7867,314,279,15530,13,198,9,256,2972,56,58463,92217,30149,544,369,264,7752,8202,2074,421,18082,12141,38182,6605,1651,8023,62,17,3,8,321,12534,948,424,26201,4603,67450,13,198,9,256,2972,33,1703,42210,92217],"text":["B","read"," rises"," when"," it"," b","akes"," due"," to"," a"," combination"," of"," chemical"," reactions"," and"," physical"," changes"," that"," occur"," during"," the"," baking"," process","."," Here"," is"," a"," breakdown"," of"," the"," key"," mechanisms"," involved",":","\n\n","###"," ","1","."," The"," Role"," of"," Le","aven","ing"," Agents","\n","The"," primary"," cause"," of"," rising"," is"," the"," addition"," of"," **","le","aven","ing"," agents","**,"," such"," as"," yeast"," or"," baking"," powder","."," These"," substances"," act"," as"," the"," catalyst"," for"," the"," chemical"," reaction"," that"," creates"," the"," volume"," of"," the"," bread",".","\n","*","  "," **","Y","east","**:"," Ye","ast"," is"," a"," micro","organ","ism"," that"," produces"," carbon"," dioxide"," gas"," ($","CO","_","2","$",")"," and"," alcohol"," when"," it"," metabol","izes"," sugars",".","\n","*","  "," **","B","aking"," Powder","**:"],"proj":[[3.3981,-2.1705,11.2301,10.0112,-1.5106,-0.7432,-1.3925,-0.9039,0.1028,-1.3737,0.2697],[0.3803,-1.123,7.4083,11.2565,-1.7495,-2.1153,-1.0265,-0.8683,-0.4062,-1.1564,0.4892],[-0.6642,-0.0427,9.3091,16.4468,-1.3189,-1.1047,-0.1973,-1.7112,0.0353,-1.9969,0.2593],[0.1212,-2.3631,7.3802,18.1287,-1.2782,-1.1795,-0.856,-2.3683,-0.4403,-3.2544,0.1987],[0.1674,-1.3017,7.321,17.7952,-0.3814,-0.44,-2.1455,-2.2239,-0.3363,-2.4002,-0.049],[-0.9192,-0.1025,9.1119,17.6288,-1.3305,0.513,-0.0528,-1.7809,-0.1341,-2.374,0.1034],[0.3712,-0.7858,6.3894,12.4555,-2.1046,-0.0802,0.9341,-0.6839,-0.4191,-1.335,0.4223],[0.4811,-1.6018,6.2997,17.5081,-2.2887,-0.7591,-0.2213,-1.8291,-0.3553,-3.046,0.4215],[-0.8102,-1.2538,7.3857,18.543,-1.1322,1.7521,1.7448,-1.5603,-0.0398,-2.5149,0.3588],[0.4672,-1.7004,6.4191,16.1252,-0.5113,0.0074,0.0383,-1.4908,-0.1387,-2.3704,0.1163],[-0.0345,-1.4971,6.1586,15.5044,0.9779,-0.2037,0.5012,-1.0054,-0.1897,-1.5026,0.0973],[-0.2984,-1.8228,6.8463,17.1205,-0.5565,0.9222,-0.3273,-1.7518,-0.2856,-2.5093,0.319],[0.5137,-1.4851,5.7497,15.8262,0.1405,-0.2928,-0.2805,-1.745,-0.2928,-2.1985,0.0931],[-0.6707,-1.9222,8.2999,17.1245,0.184,0.0982,-0.6802,-1.1418,0.2643,-1.5386,-0.1771],[-0.5401,-2.6497,4.7363,16.298,-0.6666,0.6344,-0.9309,-1.5613,-0.4418,-2.5159,-0.0522],[1.0639,-0.5986,5.0523,16.046,-0.5226,-1.886,0.7441,-1.1938,-0.3369,-1.9559,0.0765],[-0.2179,-1.0311,6.7544,16.6491,-1.6065,0.7536,0.357,-0.833,-0.0467,-1.4324,0.2676],[-1.1309,-2.8018,3.4166,14.7901,-0.2403,2.3631,1.0525,-1.6175,-0.5392,-2.2776,0.1496],[1.3546,-1.0075,4.2295,15.2538,-2.2549,1.5421,1.6394,-1.189,-0.4522,-2.4031,0.1487],[0.5378,-2.2173,4.9624,17.5,-2.0783,0.8611,2.377,-1.7142,-0.2297,-2.8945,0.0125],[0.9792,-1.1046,5.4233,14.5455,0.3069,0.5598,0.7378,-1.691,-0.0874,-2.4119,-0.4676],[0.4071,-1.7404,5.3476,13.1109,1.0869,0.732,-0.2826,-1.1268,-0.183,-1.8859,-0.3426],[0.0965,-1.6297,7.451,19.6775,-2.3309,0.575,-0.3286,-1.3821,0.1449,-2.1762,0.0438],[-1.1147,-2.2752,5.9943,19.5918,-1.292,-0.3764,-0.2383,-1.7226,-0.2746,-2.6597,0.1865],[2.5083,-4.5022,5.4809,14.9433,-2.773,0.0744,-0.4864,-1.9539,-0.1039,-1.822,0.4747],[-1.0652,-1.625,5.5009,16.388,-2.6119,-0.0277,1.7278,-1.575,-0.058,-2.1006,0.1211],[-0.73,-1.8505,8.1582,19.7008,-3.3067,0.6703,0.3868,-1.6481,-0.2102,-2.308,0.2177],[-3.0449,-2.1838,8.3367,18.819,-1.3587,-0.1694,-0.0587,-1.2604,-0.621,-1.3388,0.3943],[-1.363,-1.5184,7.2202,20.2562,-3.3908,1.8283,0.8293,-1.8507,-0.1919,-2.2034,0.4018],[-0.7128,-1.5648,7.3843,19.5713,-4.3665,0.7694,0.9704,-1.6389,0.0745,-2.0529,0.2105],[-1.6687,-1.8496,7.4604,19.7444,-2.2867,1.0602,1.059,-1.469,-0.1077,-1.6444,0.1288],[-2.5644,-2.2288,7.708,19.3395,-2.1599,-0.2438,0.6034,-1.4896,-0.2782,-1.2955,0.1196],[-3.1233,-2.0395,6.615,18.5631,-2.4018,0.327,-0.664,-1.879,-0.2883,-2.181,0.2261],[-2.5479,-1.9378,8.5181,21.9089,-3.1815,-0.9107,0.0519,-1.8927,-0.1623,-2.4722,0.207],[-0.3792,-2.6909,7.8458,19.0133,-3.693,-1.5254,-0.8842,-1.5829,0.0904,-1.9839,0.1598],[0.7576,-3.545,10.5455,15.4227,-4.4829,-0.1232,-1.0116,-0.9968,-0.1011,-1.4529,0.2599],[-1.6662,-3.0274,8.8875,19.1517,-2.311,0.6065,-0.5653,-0.771,-0.2479,-1.5319,0.2691],[-1.2773,-2.4433,11.8403,18.3062,-3.1382,0.2235,-1.0617,-0.5348,0.0031,-1.126,0.1702],[1.0532,-0.868,5.2673,10.4571,0.71,0.3569,-0.8718,-0.7081,-0.2601,-1.5422,0.1464],[2.5186,-0.9032,4.9132,10.353,1.1836,0.3428,-0.888,-0.984,-0.3005,-1.8182,0.263],[2.3247,-1.3344,5.8306,13.4656,0.202,-0.4299,-1.265,-1.241,-0.2254,-1.4262,0.3813],[2.1185,-0.6666,5.2443,13.3236,-0.2483,1.0621,-0.182,-1.9463,0.244,-2.0128,0.3857],[3.0519,-0.0273,2.8588,10.1909,0.1477,0.1099,-0.3134,-1.9288,0.282,-1.7762,0.2295],[-0.2657,-1.3262,3.0859,4.5003,-0.3844,-0.9511,-2.5287,-0.6346,-0.4595,-1.1269,0.7445],[-0.021,-0.8301,7.1609,13.9476,-1.8948,-0.056,-0.2708,-1.5626,-0.0628,-1.7071,0.1421],[0.1567,-0.648,6.7027,14.0577,-1.7099,0.624,0.6255,-1.5113,-0.2986,-1.8061,-0.2436],[-1.6829,-2.2332,8.2245,19.1154,-2.3858,-0.341,0.8518,-1.3798,-0.3833,-1.9281,0.2291],[3.0289,-2.1877,8.396,11.3658,-2.4386,-1.154,-0.9521,-1.1596,-0.3205,-2.0072,-0.0776],[0.8558,-1.7658,7.3864,17.8532,-1.5151,-1.2149,0.5275,-1.09,-0.143,-1.6894,-0.6606],[-0.473,-0.8493,6.9988,17.4838,-3.1521,-0.8109,-0.8856,-1.5043,-0.2031,-2.0208,-0.0089],[-0.9668,-1.177,8.4869,19.6429,-2.0411,-0.4787,-1.6268,-1.3408,-0.2682,-2.3405,0.0417],[1.2587,-0.3565,6.9714,14.0346,-0.6107,-1.2374,-1.784,-1.2809,-0.1608,-1.8676,0.1075],[-0.2236,-0.5673,7.3451,17.849,-1.1576,-1.4604,-2.0452,-1.3131,-0.4607,-2.5638,0.1051],[1.7817,-1.0709,6.7906,17.3667,-1.8237,-0.4333,0.3753,-1.8377,-0.4641,-2.6512,-0.2198],[0.6767,-0.9321,6.8094,15.7771,-0.0297,-1.2668,0.9916,-0.8131,-0.5501,-1.8712,-0.2665],[0.3123,0.2212,6.3295,17.5909,-1.1403,-0.0536,0.5729,-1.7052,-0.0458,-2.404,-0.0598],[1.4411,0.4226,5.7384,15.7117,-0.7828,-1.5278,-1.1592,-1.7422,-0.0439,-1.9873,-0.1474],[2.0449,0.2726,11.3086,12.8108,-0.9602,-1.6096,-1.8946,-1.08,0.1255,-1.7124,0.0113],[-1.2389,-0.1487,6.2031,10.3838,-1.3769,-1.1336,-2.357,-0.4504,-0.4919,-1.5248,0.5263],[-0.058,-0.3783,6.9987,14.1803,-1.8233,-1.2054,-0.054,-1.3812,-0.442,-1.7955,-0.1455],[-0.8578,-0.3098,7.0934,15.902,-2.3968,0.1813,-0.134,-1.5214,-0.4125,-2.1631,-0.4979],[-1.5987,-1.0323,6.9349,19.3398,-2.9054,-0.4868,0.3934,-1.4142,-0.4209,-2.2554,-0.1763],[-0.6034,-1.3578,6.6766,19.5197,-3.2777,-1.9098,1.7739,-1.7617,-0.4317,-2.6375,-0.1612],[-0.5721,0.5638,6.1703,15.4987,-1.6515,-0.8856,1.6779,-2.0519,0.0697,-1.9488,-0.0593],[0.4994,1.2054,5.6437,12.8456,-1.2475,-1.1452,0.2442,-2.0305,0.0571,-1.5245,-0.0634],[-1.5904,0.1482,7.6834,18.2815,-1.9903,-1.1937,0.0448,-1.5905,-0.6494,-2.6158,-0.0053],[0.2854,2.3642,4.5477,10.3537,-0.1874,-1.071,-0.9164,-1.9513,0.1964,-1.3914,-0.2827],[0.4878,-0.4546,5.9508,11.9065,-1.9859,1.3189,-0.5971,-1.3698,0.2885,-1.9914,-0.2196],[-0.9155,0.2259,7.3491,15.9956,-2.2752,-0.4883,0.581,-1.7359,-0.388,-2.8754,0.0827],[1.5559,-1.8964,4.5341,15.1549,-2.4941,-0.6799,0.4904,-1.8978,-0.1896,-2.0352,-0.0182],[-0.1915,1.4722,5.3341,15.5841,-2.2294,-1.857,1.1376,-1.6386,-0.2765,-1.978,-0.5369],[1.9809,1.1625,4.9088,13.9284,-2.9001,0.143,1.3016,-1.2899,-0.4608,-2.5478,0.0054],[0.5744,-1.0265,6.2654,17.9768,-2.179,-0.2135,1.1989,-1.4747,0.1753,-2.6038,-0.1235],[0.8834,0.701,5.2128,13.6574,-0.6364,-0.4933,0.36,-1.4976,0.0561,-2.0823,0.1086],[0.1336,-0.7711,6.1162,15.7187,-1.9998,-0.2291,-0.9579,-0.9141,-0.0277,-1.5439,-0.067],[0.0065,-2.0206,7.4156,18.8091,-1.6885,0.8038,-0.1778,-1.1321,-0.1349,-2.1608,-0.1555],[1.8386,-1.0824,6.1511,14.7657,-0.2763,-0.0663,-0.8878,-1.3144,-0.0406,-2.0867,0.0535],[1.3169,-1.7442,6.9805,15.2352,0.9817,0.0123,-0.5444,-0.7349,-0.2127,-1.5551,0.0431],[0.2032,-2.2282,8.4875,17.3406,-0.3591,0.21,0.5521,-0.6533,0.2922,-1.1273,0.1142],[-0.0731,-2.2733,5.864,18.2249,-0.5704,0.3917,-1.2084,-1.1357,-0.2342,-2.4792,-0.1311],[0.1032,0.1908,4.867,14.9878,-1.0808,0.4518,-0.4307,-0.9481,-0.0728,-2.0551,0.2914],[1.3166,1.7709,5.0501,11.1954,-0.0824,-0.9739,-0.9835,-1.0377,0.2155,-1.81,0.1411],[0.9213,0.5366,5.252,11.4087,0.2668,-0.4234,-0.9804,-0.7124,-0.0356,-1.5473,-0.057],[-0.0613,-1.2018,6.2755,17.2209,1.2525,0.8355,-0.4253,-1.1238,-0.2178,-1.9925,0.2346],[1.0164,-0.1679,8.0026,16.796,-0.9905,0.0235,-0.6567,-1.2668,0.2202,-1.9458,0.0671],[-0.7372,-0.0073,7.0592,14.2237,-0.6497,-0.3128,-0.4165,-1.1156,0.0717,-1.7479,0.0883],[-2.3487,-0.1373,6.7248,16.4296,-1.5989,-0.9255,0.4335,-1.6179,-0.1648,-2.4041,0.3144],[1.5837,-2.3311,4.036,14.5076,-2.9122,-1.9258,0.457,-1.9027,-0.0839,-2.1247,0.0358],[0.4966,-2.2953,8.5359,13.6198,-4.0347,-0.7084,0.3612,-1.0601,-0.0825,-1.8558,-0.1887],[0.8671,-1.7436,7.3418,16.8207,-3.3261,-0.1791,0.4816,-1.0592,-0.0766,-2.2734,-0.2171],[2.6491,-0.8924,5.7254,14.2666,-2.2649,0.2365,0.234,-1.278,-0.447,-2.182,0.1846],[2.2527,-0.5499,8.0033,10.8994,-1.4857,-0.4174,-1.0083,-0.8593,-0.2939,-1.9777,0.3416],[-0.7867,-1.4881,6.6955,13.8144,-1.3123,-1.7171,-2.3724,-0.4937,0.0488,-1.4319,0.7176],[-0.3944,-0.3763,5.4878,14.7873,-1.9381,-0.6913,0.6796,-1.474,-0.4667,-2.0883,0.1818],[2.0918,-0.0273,2.6044,9.2449,-1.0201,-0.0234,-1.7189,-1.4221,-0.7461,-2.0106,0.1139],[-0.2398,-0.1216,8.0172,14.9947,-2.2695,-0.5497,-2.822,-0.9719,-0.6383,-1.5953,0.3543],[-0.1222,0.7052,4.5082,11.5287,-1.5842,-0.579,-1.298,-0.958,-0.8233,-2.1769,-0.3829],[0.6466,0.3606,5.1319,11.3103,-0.8619,0.0591,-0.7116,-1.3416,-0.5924,-2.0145,-0.6086],[-1.3232,1.2038,5.9039,10.935,-0.8315,-1.1609,-1.1225,-1.2401,-0.5034,-1.4824,-0.5375],[-2.0901,0.5984,5.2785,7.433,-2.2293,-0.0303,0.4979,-0.7661,-0.1297,-1.4875,-0.089],[-0.7119,-0.0857,7.8633,15.7214,-2.2587,0.377,-0.2867,-1.1829,-0.1576,-1.4215,0.0088],[-0.4758,0.8903,4.9778,11.4259,-0.7843,-0.1955,-0.8417,-1.1728,-0.6145,-2.3749,-0.4236],[-0.1083,2.3578,4.4296,10.9415,-2.1622,0.2657,-1.4433,-1.0919,-0.4536,-2.362,-0.0824],[0.8987,1.7783,5.5694,14.1811,0.2945,-0.7607,-1.0165,-1.7228,-0.0879,-1.9498,-0.1279],[-0.6382,-0.0562,5.3972,14.4629,-0.4729,-0.7195,-1.5745,-1.5816,0.1384,-1.5532,-0.2123],[-0.3325,-1.4882,5.7481,16.5004,0.1453,-1.417,-0.2884,-1.9622,-0.2548,-2.4285,-0.1879],[0.3541,-1.3626,4.7141,15.6309,-1.6244,-0.4948,-0.8673,-1.8971,-0.3393,-2.7196,-0.1379],[-0.144,-1.0023,9.5505,14.2934,-0.2423,-2.7546,1.2935,-0.6354,0.1159,-0.7562,-0.1639],[-1.4163,0.0589,4.264,11.0703,-0.1855,-0.8561,1.3449,-1.0473,0.0923,-0.6437,-0.1541],[-0.4641,-0.395,8.891,15.7655,-1.7964,-1.1601,2.1649,-0.94,-0.0706,-1.5444,-0.6841],[1.5358,-0.6381,5.8864,14.7186,-1.1403,-1.9317,1.0121,-0.7176,-0.2354,-1.5978,-0.2312],[0.4748,-0.1563,4.7416,15.7481,-1.9137,-1.7401,0.3283,-1.6321,-0.3235,-2.3333,-0.2081],[0.7174,-0.2604,4.3591,14.1228,-2.1005,0.4187,-0.0845,-1.7733,-0.6313,-2.9341,-0.1111],[0.2174,1.1201,7.0008,14.1559,-0.4643,-0.3839,-0.3799,-1.5403,-0.1341,-2.0479,-0.1129],[-0.8402,-0.0452,6.242,16.5062,-1.4244,0.464,2.0822,-1.5004,-0.4022,-2.755,-0.1134],[0.8818,-0.0903,5.2049,13.4391,-0.9627,0.1466,-0.8525,-1.5737,-0.8022,-2.1131,-0.5146],[0.3036,1.2307,4.7808,10.3845,-1.8737,0.5359,-0.6416,-1.029,-0.4631,-2.0303,-0.1787],[0.287,0.9905,6.8172,15.8626,-1.6055,0.6648,0.3871,-1.6844,0.1435,-1.7956,-0.1371],[2.0364,1.9574,5.8179,13.8454,-0.6758,-0.0007,-3.161,-1.896,-0.0933,-2.3028,-0.3197],[-0.8298,-0.094,5.9979,16.1577,-1.0848,0.1936,-0.6397,-1.8436,-0.6773,-2.7869,-0.4321],[2.8814,-2.4591,2.3142,13.2025,-0.9827,-0.6173,0.5285,-1.5576,-0.5073,-1.9566,0.1666],[0.3139,-1.2126,8.0238,13.3897,-3.526,-0.7417,1.5602,-1.0799,-0.0067,-1.5211,0.1007],[-0.2031,-2.4036,7.9018,17.8827,-1.8507,-1.4003,1.043,-1.2858,-0.1366,-2.203,-0.3577],[1.0854,-0.9193,6.2589,15.8619,-0.9687,0.0563,0.7749,-1.3018,-0.1112,-1.8314,0.025],[1.1142,-0.8189,9.4572,13.2831,-0.1933,-0.9119,-1.0936,-0.8986,-0.2078,-1.8904,0.1289],[1.0313,-0.642,5.5849,10.495,-1.7128,-1.1392,-0.2967,-0.836,-0.18,-1.3342,0.3979],[0.8472,-1.5895,6.68,15.1299,-1.359,0.4755,-0.1877,-1.4126,-0.0866,-2.0258,0.2399],[-0.8662,-0.8107,6.1912,16.3248,-2.1127,-0.6251,1.7917,-1.7982,-0.3799,-2.417,0.1368]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"Bread rises when it bakes due to a combination of chemical reactions and physical changes that occur during the baking process. Here is a breakdown of the key mechanisms involved:\n\n### 1. The Role of Leavening Agents\nThe primary cause of rising is the addition of **leavening agents**, such as yeast or baking powder. These substances act as the catalyst for the chemical reaction that creates the volume of the bread.\n*   **Yeast**: Yeast is a microorganism that produces carbon dioxide gas ($CO_2$) and alcohol when it metabolizes sugars.\n*   **Baking Powder**:","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":33,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"Bread rises when it bakes due to a combination of chemical reactions and physical changes that occur during the baking process.NO. NO.","n_tokens":29,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":33,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"Bread rises when it bakes due to a combination of chemical reactions and physical changes that occur during the baking process. Here is a breakdown of the key mechanisms involved:\n\n### 1. The Role of Leavening Agents\nThe primary cause of rising is the addition of **leavening agents**, such as yeast, baking powder, or baking soda.\n*   **Yeast**: Yeast is a microorganism that produces carbon dioxide gas ($CO_2$) and alcohol when it metabolizes sugars. As the dough rises, the trapped gas expands the dough, creating volume.\n*   **Baking Powder","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":33,"identical_to_original":false}}},{"id":"prose-02","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Describe how to boil an egg.","tools":[],"prompt_tokens":30,"decision":{"rms":0.3841436179017504,"sumsq":151.1068868348375,"hb":[-0.06145,-0.01113,-0.66972,0.08951,-0.16369,0.08961,-0.11159],"lse":25.029215223884982,"logits":[13.322,15.206,14.115,19.172,14.039,13.173,12.145,10.949,12.08,11.718,11.614,10.37,15.372,18.128,11.79,12.138,13.522,11.794,11.014,12.36,14.531,10.755,12.835,10.782,12.159,12.634,13.538,12.66,10.101,9.356,13.035,11.032,9.128,8.057,3.87,3.971,6.987,6.084,2.601,4.53,6.818,1.995,4.66,10.116,5.84,4.818,8.819,6.851,4.038,18.145,1.076,2.139,0.666,0.484,2.51,3.287,3.759,7.28,12.008,3.846,2.338,15.023,3.223,4.765,4.464,5.012,1.649,13.968,-1.692,16.799,4.589,4.154,15.246,-3.523,12.581,-0.279,9.039,3.808,5.963,12.532,14.873,3.771,7.495,10.939,11.93,4.639,1.274,3.25,10.921,5.887,1.21,22.901,24.863,6.048,7.174,15.425,13.499,-2.826,1.797,2.706,13.59,11.795,-2.915,4.7,1.549,12.782,12.304,0.96,6.14,12.151,2.643,5.782,11.251,1.093,10.896,14.104,15.181,11.333,13.776,5.047,14.097,12.958,13.424,13.737,16.56,3.671,2.522,12.74,9.751,10.93,0.202,12.118,-1.052,8.757,9.43,4.896,4.513,15.752,-0.744,11.452,7.255,17.322,12.287,6.871,-1.901,7.051,15.053,-0.692,13.482,1.813,-4.58,9.848,4.817,12.27,10.762,4.555,8.478,4.344,11.261,11.763,16.226,-0.939,15.316,0.294,12.53,-2.945,6.25,6.329,-5.467,6.184,12.491,12.391,18.103,13.312,3.411,3.568,6.389,10.843,14.039,8.396,11.45,3.067,2.022,-2.162,10.59,10.328,7.64,10.677,-0.901,17.023,14.417,-1.159,16.018,2.749,12.582,7.939,17.408,11.71,5.552,0.772,12.487,7.126,17.759,3.871,10.972,12.12,10.106,1.125,4.177,17.862,6.196,14.402,14.567,-0.068,7.714,1.272,-2.037,-3.718,0.978,6.49,7.992,5.93,7.858,-1.134,4.001,12.134,4.621,4.77,2.281,9.695,4.537,-3.897,-2.013,10.533,11.899,11.082,5.494,11.246,15.139,10.592,2.267,-2.054,7.007,4.184,-2.842,8.753,1.517,-0.563,5.682,9.144,-2.85,8.634,12.315,13.292,8.259,-4.576,5.119,8.696,8.495,16.348,5.365,12.103,2.653,-2.86,0.774,8.007,0.326,17.156,3.34,20.846,-1.689,-1.832,-2.314,1.672,-1.322,9.705,9.952,0.623,11.034,-3.529,6.154,11.236,2.314,3.445,10.48,6.586,-0.197,3.793,15.074,10.08,0.543,9.918,12.418,3.03,8.486,9.05,3.915,7.878,14.478,10.882,17.166,8.32,-2.712,12.289,12.702,8.064,5.72,10.261,-4.503,12.098,12.103,5.022,15.493,6.166,-2.992,-1.468,11.135,2.319,-1.768,-1.498,2.595,12.572,9.647,11.028,0.551,9.858,3.854,-1.125,11.316,16.544,14.478,0.614,2.235,12.821,8.533,2.897,13.218,-0.552,3.436,9.382,-4.124,3.318,6.952,9.269,1.132,6.907,9.946,0.769,6.225,-1.645,6.019,-1.917,-1.857,-0.617,0.988,15.216,8.119,18.972,8.43,9.06,-1.058,9.105,-5.796,-0.865,8.573,3.754,8.015,-0.418,-0.59,-0.546,14.242,7.404,-1.266,9.181,14.985,-1.741,10.342,12.393,6.615,12.296,5.833,-1.798,15.99,-0.522,9.204,8.067,-2.705,-2.007,0.726,8.094,12.217,9.317,4.422,13.971,-0.94,11.755,8.085,4.378,1.257,-1.605,5.828,-0.378,8.192,7.577,12.262,-1.09,8.794,10.021,-2.039,-1.446,14.273,7.756,5.223,-2.417,14.284,11.544,-3.636,8.254,11.285,11.497,6.535,11.925,-2.77,2.215,-0.215,11.819,-1.142,-2.489,11.791,-4.892,13.031,9.877,-2.579,7.257,-3.314,1.246,8.404,2.399,11.23,9.408,9.598,2.961,8.167,7.831,-4.068,-0.091,10.143,1.665,15.349,-1.559,13.971,-5.681,15.701,-5.441,-3.311,0.002,11.489,6.36,13.615,1.611,2.962,11.29,0.623,13.549,3.654,3.766,0.932,-0.323,10.54,10.825,7.654,16.643,11.145,-0.22,-3.315,-5.38,-3.407,9.604,13.409,-3.839,7.987,5.412,11.544,-0.134,13.273,13.772,-4.338,1.522,14.527,11.19,7.507,0.005,9.931,-2.844,7.063,9.598,11.627,-4.569,11.015,-0.051,7.348,5.74,7.633,9.332,-2.228,6.475,-0.301,8.807,13.167,14.141,4.572,7.87,-0.669,0.563,10.434,1.126,5.389,12.019,0.767,10.754,11.466,-3.784,-0.864,-0.502,6.31,6.445,-2.572,-4.793,11.411,8.749,2.99,7.706,-0.477,-3.667,-1.347,2.664,4.772,-4.135,9.925,1.745,13.19,-4.618,-4.135,9.17,3.491,2.643,16.022,8.124,8.896,3.911,4.43,8.571,1.779,1.043,2.268,12.269,-1.489,13.008,-1.094,11.198,8.705,-2.372,-3.528,1.118,12.911,8.245,1.327,-2.192,14.99,0.354,-0.448,2.234,-1.51,13.531,3.274,0.954,-1.475,9.706,-0.356,-5.375,-1.537,9.539,1.73,-0.345,7.153,-4.042,6.215,-2.039,4.791,-1.386,5.932,5.544,-3.96,1.755,0.923,-3.955,-2.238,-1.13,1.533,11.835,-0.23,11.528,13.02,7.461,10.909,13.771,2.885,-0.993,-0.94,0.643,10.834,5.37,6.147,13.481,-1.038,0.616,-3.371,4.255,11.593,8.926,12.633,0.88,6.19,-2.002,8.476,13.639,5.881,8.597,1.324,-1.359,-0.171,-1.026,-1.325,7.885,9.572,8.784,9.055,0.764,-5.259,0.79,8.554,-0.348,16.833,8.511,5.931,11.21,8.537,1.504,1.434,6.709,-1.875,-1.057,14.988,13.745,-1.632,-2.918,6.695,8.977,-1.336,4.69,10.668,9.623,10.999,12.126,3.418,1.116,9.986,1.544,10.478,14.544,-3.165,0.154,2.991,10.928,-0.966,10.024,10.593,-3.036,1.903,-4.588,2.7,0.968,2.877,10.928,-1.142,-0.727,-3.4,11.698,8.489,13.059,5.904,10.693,13.046,11.093,0.344,8.522,-0.622,2.925,8.808,0.453,10.673,-0.977,1.529,-6.284,10.566,-1.702,9.425,-3.118,-5.703,3.184,10.218,-1.239,13.753,9.679,0.412,0.898,3.342,-0.373,-4.76,2.882,-0.393,1.203,-0.965,-1.474,-3.751,10.187,-4.315,11.992,10.189,4.478,7.978,-2.592,1.437,1.744,-1.171,8.684,11.679,-2.21,4.505,0.322,-2.492,3.488,12.863,-2.883,10.42,-4.62,0.317,1.457,11.153,-2.344,-0.738,11.569,-4.455,-0.021,3.901,-4.081,-1.378,2.299,-1.395,1.328,-2.987,-2.512,-3.993,10.908,3.816,4.021,-3.159,1.598,-3.909,1.25,2.898,-7.479,4.894,11.481,-4.157,-2.956,9.546,7.673,-2.931,12.317,11.828,-2.552,-0.476,10.092,4.775,-3.002,16.189,-4.979,9.396,-2.442,7.298,-3.018,-2.376,6.955,3.863,0.293,-1.411,1.371,1.198,3.434,1.618,3.108,-2.162,0.53,-1.257,4.082,-0.133,-3.808,-4.057,-2.167,1.312,-3.859,-2.63,2.932,-1.316,0.419,1.206,1.439,-1.694,-3.424,-1.533,3.433,1.599,0.409,3.308,-3.698,-2.383,2.257,-1.105,-5.752,-0.464,0.918,-0.781,3.678,-0.334,-2.762,-1.907,0.045,3.576,4.016,-0.395,1.097,-2.035,-2.402,-0.021,1.6,2.25,0.362,-3.683,0.733,-1.21,-1.861,2.278,-2.431,-3.698,-1.184,1.051,-1.973,-1.388,0.58,-4.556,-3.517,3.341,0.364,-0.624,-1.5,1.718,-0.92,-4.814,-5.321,-2.16,-2.764,-0.199,-3.783,0.47,-0.164,-3.775,-0.533,1.906,-1.317,-0.924,-0.672,-4.291,-3.684,-0.728,-0.191,-3.511,-0.658,-2.367,-2.756,1.941,1.058,-0.2,2.024,1.054,3.351,-4.377,-1.642,-3.465,-0.642,-4.697,-1.842,-2.257,3.215,-7.687,1.801,-1.145,0.402,-0.033,0.254,-0.904,0.378,1.009,-2.366,-0.964,-3.619,-0.528,-4.107,1.789,1.024,-3.925,-3.339,-1.543,0.452,-2.201,1.672,-1.501,-0.167,0.067,2.082,-3.465,-1.346,1.006,-4.397,-1.198,-2.56,3.41,-3.218,-2.349,-3.023,-1.408,-1.069,-1.972,3.449,-0.566,-2.536,-0.153,-2.007,-2.968,-0.806,1.006,-2.424,-1.024,-3.122,-5.459,-0.463,-3.966,-2.079,-2.545,-2.968,0.562,-0.857,-0.655,-3.62,-5.432,-6.57,0.042,-4.461,-2.657,-3.35,-2.237,-2.079,-1.786,-0.571,-0.16,1.265,-3.171,0.164,1.97,-2.013,-1.729,-2.362,-0.58,1.568,-3.518,-3.977,-0.719,-1.735,2.397,-3.243,0.382,-0.451,2.954,0.678,-3.11,-1.382,-5.031,7.74,-2.99,1.923,-4.427,-3.379,-4.393,-3.425,-0.659,-2.701,-4.938,-1.25,-5.507,-2.333,-1.315,0.505,-3.953,-1.435,2.51,0.813,-3.192,0.35,-3.379,0.082,0.981,0.879,-0.526,-2.108,-0.369,-0.491,-3.472,5.703,10.929,1.861,4.526,3.542,17.212,10.511],"base_top":[[1206,24.863],[1191,22.901],[8160,20.846],[16,19.172],[13962,18.972],[332,18.145],[33,18.128],[3733,18.103],[5170,17.862],[4764,17.759]]},"positions":{"tokens":[1206,42244,449,18075,11,1732,1439,7123,25,271,16,13,220,2972,48887,279,2919,92217,21301,264,3229,440,3213,2919,310,3311,279,18075,13,561,2919,1220,381,506,264,19484,42244,13,198,17,13,220,2972,2143,279,18075,92217,53098,279,18075,1083,279,3229,13,1394,628,958,264,2526,18632,466,264,43988,310,1925,279,18075,5774,1083,279,2919,13,198,18,13,220,2972,1191,319,92217,37828,279,2919,310,264,2400,42244,321,2426,424,1017,364,883,220,16,4006,17,4276,13,198,19,13,220,2972,12648,321,6792,92217,11440,279,18075,680,314,279,2919,6849,13,6558,424,2364,303,279,7948,2919,364,883,220,16],"text":["To"," boil"," an"," egg",","," follow"," these"," steps",":","\n\n","1","."," "," **","Prepare"," the"," water","**:"," Fill"," a"," pot"," with"," enough"," water"," to"," cover"," the"," egg","."," The"," water"," should"," be"," at"," a"," rolling"," boil",".","\n","2","."," "," **","Add"," the"," egg","**:"," Crack"," the"," egg"," into"," the"," pot","."," You"," can"," use"," a"," small"," bowl"," or"," a"," spoon"," to"," place"," the"," egg"," directly"," into"," the"," water",".","\n","3","."," "," **","Bo","il","**:"," Bring"," the"," water"," to"," a"," full"," boil"," and"," keep"," it"," there"," for"," about"," ","1","–","2"," minutes",".","\n","4","."," "," **","Remove"," and"," cool","**:"," Take"," the"," egg"," out"," of"," the"," water"," immediately","."," Let"," it"," sit"," in"," the"," warm"," water"," for"," about"," ","1"],"proj":[[3.3298,-3.3644,9.3089,9.2216,-2.4737,0.1681,1.7878,-0.7186,-0.4842,-1.3109,0.455],[0.9745,-0.8633,10.0031,18.1073,-1.3517,-0.4001,2.1801,-1.7805,-0.5544,-2.3186,0.4736],[-1.3621,-1.3143,9.7284,19.396,-0.9407,-0.1862,0.5269,-1.8375,-0.1,-2.282,-0.0474],[-2.1588,0.6863,8.2372,17.4589,-2.4302,-0.1267,1.2147,-1.5861,-0.2939,-1.8642,-0.0375],[-0.8722,-1.1211,6.0375,15.5126,-1.2553,-0.6167,0.9003,-2.1698,-0.4675,-2.4881,0.4944],[2.0677,-3.1891,5.7384,15.7765,-2.819,-1.4437,-0.531,-1.6572,-0.5831,-2.5843,0.4195],[1.6102,-2.9748,5.0014,17.668,-3.2689,-0.5541,0.5136,-1.4745,-0.0064,-2.3668,0.0433],[-0.2657,-1.8032,7.7087,19.4486,-1.9412,0.0131,1.1336,-1.1476,-0.2862,-1.7528,0.0631],[-1.0524,-3.1282,5.3172,16.35,-2.6758,-0.2422,1.1596,-1.7576,-0.5949,-2.7243,0.5289],[0.1407,-1.8325,6.6584,15.864,-3.4047,-1.2632,0.301,-1.6414,-0.4348,-2.2847,0.1647],[1.354,-3.8317,10.7437,13.9613,-4.2535,0.0053,-0.6125,-0.8216,-0.2249,-1.4537,0.0486],[-0.1657,-1.6233,6.2015,13.6475,-1.6518,-2.2266,-1.1648,-1.1267,-0.277,-2.2087,0.0808],[2.106,-1.6232,4.1712,9.223,-1.8184,-0.6313,0.8605,-1.1162,-0.5011,-1.7089,0.3031],[2.405,-1.2946,3.5258,8.3936,-2.6308,-0.309,0.7033,-1.1993,-0.5447,-1.7798,0.2853],[3.3319,-0.726,5.4715,7.627,-1.8866,-0.483,-0.734,-0.9568,-0.3157,-1.6634,0.0505],[1.2831,-0.3305,4.9994,14.2745,-1.3786,0.1301,-0.5098,-1.8134,-0.0765,-2.1622,-0.0566],[0.8806,-0.0,5.0586,13.0084,-1.9278,-0.5688,-0.4008,-1.6715,-0.1065,-1.7447,0.0534],[-1.1628,-0.8501,5.2383,13.8804,-2.3912,0.0134,1.1858,-1.615,-0.2749,-1.8361,-0.1007],[2.5241,-1.2725,1.9943,7.9295,-0.9642,0.0574,3.0301,-1.3681,-0.8304,-1.7086,0.4025],[1.0974,-0.1164,3.362,9.7277,-0.5491,0.0915,1.1101,-1.5113,0.102,-1.8733,-0.5554],[0.7536,0.4703,3.1091,8.256,-0.3374,0.311,1.0511,-1.4363,0.0677,-1.2729,-0.3097],[-0.1567,-1.4,5.496,14.2425,-0.6549,-0.8957,1.0402,-1.8958,-0.1278,-2.292,-0.0615],[0.8022,0.7104,4.8344,9.6394,-0.8418,1.1931,2.0693,-1.6092,0.2001,-1.9234,0.0356],[0.5035,0.8088,7.4503,13.2278,-1.5113,-0.3245,2.8103,-1.7603,0.1038,-1.9163,0.238],[0.9222,-0.7384,6.4193,13.8288,-2.5322,0.2142,2.3358,-2.0774,-0.3225,-2.5055,0.0445],[2.136,0.4993,4.8006,9.0325,-2.1369,-0.1901,3.0048,-1.5496,-0.0988,-2.272,0.4449],[0.053,0.074,8.0327,16.7461,-2.5973,-1.1726,-0.1192,-2.0352,-0.0232,-2.4003,-0.0864],[-0.0181,1.1814,6.858,14.8107,-1.7991,-1.5587,-0.0579,-1.6532,0.0797,-1.659,0.0939],[-0.1929,0.8555,5.052,11.6411,-1.0203,-1.7144,1.4659,-2.0574,-0.279,-2.0886,0.0994],[3.2414,-0.9203,3.193,10.1407,-0.7399,0.6259,2.7094,-1.8729,-0.824,-2.0054,0.1652],[1.6475,0.2477,6.2771,16.1719,0.2896,-0.9409,3.0587,-1.6264,-0.309,-2.142,-0.06],[0.4919,1.5869,5.8322,15.7776,-1.9026,-0.3973,1.4,-1.8673,-0.2948,-2.534,0.1722],[2.4253,0.5209,6.0135,12.1835,-2.2484,0.0564,3.9253,-2.0183,-0.0848,-2.5524,0.3896],[0.7682,0.6837,4.3425,9.3277,-0.8736,0.6869,3.6742,-1.8379,0.1158,-2.1506,0.2556],[0.6311,-0.6572,4.0549,10.2098,-0.6461,0.9935,3.531,-1.5212,-0.0635,-2.566,0.1209],[0.4286,-0.9642,4.5532,10.2279,0.1395,0.8759,3.4896,-1.3916,-0.1722,-1.4298,0.1856],[0.3508,-0.6562,7.2047,13.4928,-0.8683,1.0477,2.4916,-1.0588,0.0977,-1.2683,0.119],[0.7533,-2.1928,6.4121,16.8289,-1.668,-0.0302,2.2574,-1.9511,-0.2047,-2.5761,0.0735],[2.8566,-1.3484,2.3781,10.3729,-0.964,0.3965,2.2587,-1.9632,-0.6075,-1.918,0.1618],[-1.4961,-1.872,9.4086,14.7297,-3.6744,0.4578,0.0418,-0.848,-0.0131,-1.6125,-0.0706],[-2.0868,-2.4517,7.8265,16.1448,-1.6064,-2.0713,-0.1269,-1.0163,-0.046,-2.1324,0.042],[-1.4671,-1.4216,7.9532,14.907,-2.6528,-1.2018,1.3053,-1.2147,0.1816,-1.834,0.1965],[1.2501,-0.6454,4.5367,11.2268,-2.9046,-0.1951,0.7887,-1.0379,-0.3823,-1.9793,0.3933],[2.7409,-0.6798,5.5526,7.7486,-2.1432,-0.2102,-0.245,-0.9606,-0.4268,-1.8521,0.3324],[0.1148,1.3797,7.3028,15.5884,-1.7203,-0.6489,-0.8329,-1.8943,-0.0414,-1.7128,0.011],[-1.1273,0.8152,7.5366,16.1209,-2.857,-1.1732,-0.5108,-1.6241,0.0728,-1.5273,-0.0756],[-2.331,-0.0409,5.974,12.9774,-3.0392,-0.9873,0.7511,-1.393,-0.258,-1.5326,0.22],[1.1102,-0.2989,1.8596,7.612,-3.4171,-0.3485,0.8125,-1.668,-0.6874,-1.9249,0.6723],[-0.6326,0.9777,7.1644,15.3305,-2.7884,-1.5913,1.2905,-1.7667,-0.3303,-2.4846,-0.1125],[-1.7229,2.1768,6.2727,13.7137,-3.2918,-1.1798,0.8021,-1.479,-0.1774,-1.6395,-0.0755],[-2.5928,0.8562,5.3181,12.1548,-3.2738,-2.335,0.8509,-1.5954,-0.5132,-1.9357,0.1674],[1.1121,-0.0904,6.6576,15.0251,-3.1472,-0.0437,-1.4337,-1.5869,0.0562,-2.1382,-0.0884],[0.1823,-0.1373,6.9419,14.3473,-2.5949,0.039,-0.0258,-1.4363,-0.0328,-1.8388,0.0683],[0.018,-0.2231,4.9004,13.5882,-2.5897,-1.3413,-0.4434,-1.9945,-0.4854,-2.7678,0.3184],[3.2432,-1.0387,3.0772,10.2285,-2.4212,-0.1595,0.2693,-1.9008,-0.8277,-2.0701,0.3426],[0.39,1.0503,6.6088,17.0626,-3.5376,-1.5916,0.7905,-1.2598,-0.4912,-2.1452,0.0793],[1.0459,0.5167,6.5878,14.1716,-3.5824,-0.3366,-0.155,-2.0875,-0.4911,-2.6633,0.2516],[0.2578,1.6087,6.3102,14.2257,-2.7685,-0.3226,-1.8315,-2.0918,0.1071,-2.295,0.0317],[-0.327,1.1967,4.5801,11.4205,-2.521,0.2189,-2.3984,-1.5945,-0.188,-1.8206,0.0652],[-0.6172,0.7541,4.6203,11.5576,-2.5509,0.9091,-1.3664,-1.5271,-0.3084,-1.8573,0.1044],[-0.6212,-0.2989,5.6914,16.9767,-3.2739,-0.2908,-1.2953,-2.3245,-0.427,-3.0766,0.2357],[0.2736,0.3999,3.9357,13.1189,-2.6749,1.1455,-1.1276,-1.9081,-0.1888,-2.3195,-0.2061],[-0.5426,0.6025,3.7884,11.3147,-2.4675,1.069,-1.9912,-1.4909,-0.245,-1.8252,-0.1875],[-0.5224,0.1668,4.3066,14.2446,-3.1064,-0.0939,-0.1261,-2.314,-0.5985,-2.96,0.4208],[1.7348,0.3918,3.7819,11.7979,-3.0887,-0.2667,-0.3394,-2.2884,-0.8498,-2.645,0.8597],[-0.548,0.4931,6.5994,16.1861,-3.15,-0.9918,-1.1314,-1.9295,-0.317,-2.2143,-0.2722],[-1.9702,1.8926,6.9692,14.4015,-3.3851,-1.5481,-0.3519,-1.5524,-0.1657,-1.7745,-0.1903],[-1.5803,1.5182,3.7205,10.8483,-2.797,-1.9529,0.923,-1.9885,-0.5943,-2.2703,0.1522],[-1.3152,-0.3675,5.9622,17.557,-2.9139,-1.0912,-0.181,-2.4493,-0.3727,-2.8941,-0.1026],[0.6355,-0.5513,6.887,16.8561,-3.6484,-0.0805,0.318,-2.1146,0.1507,-2.693,0.0921],[-0.0099,-0.3887,7.0801,15.2116,-2.6775,0.1454,0.7157,-1.7629,0.1401,-2.046,0.0939],[-0.3201,0.1243,4.5593,14.4521,-3.2094,-0.5695,0.7323,-2.2018,-0.4739,-2.7905,0.1263],[2.2034,-1.1435,3.7809,11.4032,-2.5267,-0.2641,0.3258,-1.9838,-0.7568,-2.027,0.375],[-1.0284,-2.5954,9.695,14.2803,-3.4609,-0.137,0.8168,-1.1054,-0.161,-1.5786,0.0748],[-1.9142,-2.7576,7.5675,14.5354,-1.2355,-0.7837,1.2903,-1.1629,-0.1995,-1.8897,0.0633],[0.6254,-1.2484,7.4322,12.6806,-1.3066,-0.255,2.7453,-1.0502,-0.1289,-1.6738,0.2735],[1.8926,-0.5806,5.5182,10.1804,-1.6841,1.0683,2.6045,-0.8995,-0.4365,-1.6691,0.4645],[2.9526,-0.7809,6.7785,6.9912,-1.1102,0.905,1.1861,-0.7292,-0.499,-1.6326,0.4729],[-0.0843,-0.8552,3.4233,9.0248,-1.2593,1.9019,1.4913,-1.4271,-0.1766,-1.4704,0.6024],[-0.7983,-1.9451,5.6441,14.7988,-1.7027,0.3913,1.4491,-2.2258,-0.1093,-2.5739,0.3461],[2.1649,-1.307,1.5565,5.9602,-2.3508,1.7208,2.3744,-1.188,-0.5579,-1.581,0.8346],[0.1587,-1.2412,7.2405,16.9956,-1.7501,0.3755,2.0139,-1.7213,-0.0025,-2.2027,0.5128],[0.056,-0.987,8.4725,18.0683,-2.1621,-0.3666,1.9723,-1.5011,0.0299,-1.7876,0.3412],[-0.8859,-0.5194,4.4658,11.2218,-1.3194,0.4171,2.3144,-1.5683,-0.1142,-1.6308,0.2452],[1.76,-0.0656,4.8298,10.3374,-0.1283,2.3327,1.6896,-1.9573,0.3226,-2.0273,0.3919],[1.0017,-0.5445,4.4371,9.6745,0.6288,1.2974,3.0829,-1.3688,0.1854,-0.9629,0.1202],[0.2277,-0.1555,4.7726,10.1752,0.1902,1.123,2.9084,-0.7848,0.2147,-1.1741,0.2837],[-0.0738,-1.2049,5.5077,14.8322,-1.4078,0.2183,1.4859,-2.2058,-0.2606,-2.4032,0.1509],[1.2928,0.7076,4.9013,10.9366,-3.1404,1.75,2.115,-1.3316,-0.4204,-2.2407,0.5937],[-0.5041,-1.2558,5.3053,12.9448,-2.5429,0.5954,0.2168,-1.9026,0.0387,-1.4642,0.4284],[-0.8578,-0.8308,5.0519,11.0458,-2.0011,0.1019,0.058,-1.8518,0.0637,-1.5898,0.4831],[-0.1595,-0.563,5.8781,15.0226,-2.1692,-0.3365,1.5629,-2.4045,-0.2604,-2.6502,0.4839],[0.8269,-0.2882,8.8291,17.1564,-1.6775,0.3003,0.4633,-1.6915,0.207,-2.2652,-0.0484],[0.6033,-1.5346,9.8546,17.8847,-1.794,0.1591,0.3265,-1.4914,-0.0256,-1.8093,-0.0004],[1.9574,-2.0676,10.6502,11.7686,0.3864,0.1302,0.288,-0.593,-0.1111,-0.8793,0.237],[0.5179,0.1908,6.1848,10.9303,-0.8487,-0.3066,0.5858,-0.9966,-0.5233,-1.7114,0.0788],[0.7216,-2.6118,11.813,15.9103,-1.3047,-0.8323,-1.0269,-0.9372,-0.0223,-1.1418,-0.1301],[0.1819,-0.7893,7.5549,14.7911,-0.3366,-0.0616,1.0161,-1.6794,-0.6019,-1.5488,-0.0817],[-1.0783,-0.6989,6.3751,16.4967,-1.7623,-1.2213,1.5319,-2.1911,-0.5318,-2.7784,0.1956],[1.9412,-1.7606,2.4646,9.1732,-0.765,0.1609,2.145,-1.929,-0.58,-1.8031,0.3715],[-0.1551,-2.6351,10.2023,14.0682,-2.7022,0.0194,0.7388,-1.0488,-0.2288,-1.7271,0.0931],[-1.9286,-2.3549,8.0205,15.1256,-0.3114,-0.9098,1.0568,-0.8718,-0.0648,-1.7266,-0.0036],[-0.2843,-0.8704,6.2812,11.8945,-0.3307,0.0486,2.6313,-0.9643,-0.0269,-1.3562,0.0268],[1.386,0.0366,4.7562,9.8315,-0.6075,1.4694,1.9794,-0.9396,-0.2586,-1.4899,0.3824],[2.2363,0.0804,5.6743,6.7038,0.102,1.2601,0.4547,-0.8419,-0.3414,-1.4052,0.3739],[-1.7635,0.5646,5.9512,15.8292,-1.7039,-0.966,-0.557,-2.017,-0.1871,-2.235,0.2451],[2.1044,0.5065,4.6753,10.5131,-0.7743,1.7237,0.4278,-1.831,-0.2251,-1.8431,0.0452],[-0.1204,-1.9812,6.1102,15.7052,-2.3997,0.8617,0.6706,-2.1275,-0.391,-2.4819,-0.026],[1.3929,-1.1844,2.7275,7.89,-2.5914,0.8408,1.5302,-1.3901,-0.4578,-1.5933,0.7424],[0.1156,-0.4146,6.2867,16.1968,-4.0687,-1.4686,-1.6244,-1.311,-0.4184,-1.8404,0.4018],[-0.7139,-0.0798,7.2776,16.5233,-2.6144,-1.6523,-0.6879,-1.4909,-0.1889,-1.5557,0.2355],[-0.7711,0.5779,4.8415,12.8672,-1.7413,-2.2245,-0.5531,-1.5244,-0.5025,-1.7949,0.5096],[-0.8856,-0.0459,5.4149,15.0222,-2.5665,-0.3904,-0.2379,-2.1041,-0.1001,-2.4275,0.4044],[0.3271,-0.0691,6.8694,17.4895,-3.198,0.0013,0.7277,-1.6578,0.2308,-2.6721,0.1231],[0.143,0.2496,7.5367,16.5734,-2.9646,-0.0829,1.4994,-1.5611,0.2633,-2.0153,-0.0611],[-0.0029,0.4633,3.3482,10.9921,-2.4402,-0.473,-1.2679,-2.1453,-0.3442,-2.2785,0.225],[0.3016,0.263,5.9122,16.8305,-2.3067,-1.0916,-1.4273,-1.8087,-0.46,-2.679,0.0149],[3.3281,-0.6863,1.9183,8.0722,-1.6675,0.9406,-0.0001,-1.5576,-0.6479,-1.53,0.3936],[1.674,-0.5105,7.4487,16.3713,-4.0007,-0.5194,-1.0713,-1.8893,-0.1747,-2.3002,-0.2613],[2.6145,0.5315,5.0659,11.9294,-2.622,0.7599,0.6208,-2.0633,-0.2878,-2.0797,0.0313],[0.0979,-0.0581,4.9059,13.8658,-2.0419,-0.5957,-1.0992,-2.201,-0.4178,-2.7584,0.0004],[0.506,0.7177,5.5813,13.1095,-2.3726,-0.4959,0.2419,-1.7315,0.1514,-2.7102,-0.1824],[0.1789,0.0983,6.2342,14.0658,-2.2566,0.0748,1.1175,-1.5545,0.0924,-2.1603,-0.0802],[-0.0728,-1.1186,6.7031,15.157,-1.4907,-0.3375,1.287,-1.4488,0.1729,-2.2499,0.1688],[-0.7702,-0.7001,5.266,15.3129,-2.4685,-0.422,-0.2972,-2.3042,-0.5869,-2.7582,0.1395],[0.6813,0.2126,7.7782,15.0907,-2.3066,0.0809,-0.8819,-1.6148,0.0108,-2.3917,-0.2228],[0.3938,-0.8158,10.0062,17.6385,-2.7488,-0.0953,-0.1869,-1.4517,0.0224,-1.816,-0.1896],[1.9775,-1.189,11.0595,12.2026,-1.314,0.0911,-0.0645,-0.5153,0.0382,-0.9542,0.0247]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"To boil an egg, follow these steps:\n\n1.  **Prepare the water**: Fill a pot with enough water to cover the egg. The water should be at a rolling boil.\n2.  **Add the egg**: Crack the egg into the pot. You can use a small bowl or a spoon to place the egg directly into the water.\n3.  **Boil**: Bring the water to a full boil and keep it there for about 1–2 minutes.\n4.  **Remove and cool**: Take the egg out of the water immediately. Let it sit in the warm water for about 1","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":1206,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"NO,NENE.NE.","n_tokens":8,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"To boil an egg, follow these steps:\n\n1.  **Prepare the water**: Fill a pot with enough water to cover the egg. The water should be at a rolling boil.\n2.  **Add the egg**: Crack the egg into the pot. You can use a small bowl or a spoon to place the egg directly into the water.\n3.  **Boil**: Bring the water to a full boil and keep it there for about 1–2 minutes.\n4.  **Remove and cool**: Take the egg out of the water immediately. Let it sit in the warm water for about 1","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":1206,"identical_to_original":true}}},{"id":"prose-03","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"What is the difference between weather and climate?","tools":[],"prompt_tokens":32,"decision":{"rms":0.316409221271828,"sumsq":102.5165263931849,"hb":[0.09234,0.08959,-0.64957,-0.0828,-0.24081,0.14176,-0.23775],"lse":25.52871708163949,"logits":[14.906,14.553,8.589,14.623,11.079,9.25,8.652,7.629,6.846,7.338,8.082,10.411,17.809,11.575,11.32,13.825,10.261,9.88,9.503,10.512,13.978,10.744,9.623,10.218,9.972,8.983,9.845,10.707,11.059,11.077,15.937,12.232,11.449,9.278,3.132,2.847,3.504,8.073,3.097,1.571,5.749,3.251,0.769,12.325,2.803,6.983,4.649,4.938,4.821,24.024,2.462,1.955,2.353,2.354,2.978,4.367,-0.146,6.892,15.085,12.032,1.329,20.457,0.358,0.952,2.175,6.703,0.05,11.259,-0.695,25.04,3.077,2.395,14.912,-1.18,14.259,0.969,9.847,4.236,3.437,9.763,13.77,4.219,13.242,13.466,13.024,6.16,0.224,2.87,10.366,8.891,0.263,8.47,20.882,7.08,1.543,10.219,15.97,0.354,0.522,0.436,14.415,12.538,3.518,6.587,4.511,14.223,17.885,1.032,1.04,10.486,2.898,12.743,10.919,4.066,11.398,14.311,16.352,8.175,11.702,2.647,14.357,8.034,15.558,15.588,18.496,3.898,1.545,9.945,6.594,10.223,-0.941,10.254,0.472,6.4,7.046,5.584,3.967,15.753,2.158,9.349,9.568,17.428,13.556,6.278,-0.301,6.853,14.45,1.651,15.319,3.188,-2.733,10.592,3.686,7.914,12.245,3.941,6.159,2.128,11.062,10.567,14.076,3.102,12.043,1.328,10.793,3.243,5.329,2.343,-6.122,5.592,17.223,15.412,21.438,9.56,4.301,2.331,4.144,10.681,13.563,9.158,11.856,1.643,4.85,0.09,8.274,10.886,10.904,9.628,0.023,12.909,14.928,1.095,16.775,-0.736,2.903,7.284,10.601,15.068,8.693,0.101,11.696,10.136,9.638,1.891,10.675,11.245,8.527,1.387,-2.39,14.459,1.308,12.764,12.813,0.028,7.117,1.217,-3.43,-2.715,-1.842,3.393,6.844,8.683,6.335,2.525,1.412,8.337,3.805,0.758,-1.38,8.53,1.995,-4.361,-1.561,9.494,12.937,11.178,3.795,8.699,8.428,19.212,1.562,0.808,4.656,1.093,-0.673,8.918,-0.823,-2.208,6.441,8.8,1.707,6.882,14.041,12.348,9.894,-3.564,7.223,7.943,10.078,22.28,5.647,8.461,1.129,1.634,-1.044,6.218,-0.322,10.463,7.74,19.362,-1.629,-1.708,-2.96,5.747,-0.53,10.286,12.721,-1.873,10.077,-0.463,6.406,11.104,-0.498,7.144,10.102,5.857,-0.916,3.11,15.929,15.747,1.628,13.766,11.873,5.38,7.167,8.462,3.107,13.671,14.37,11.754,15.331,8.627,-0.304,13.182,9.18,8.028,1.873,9.256,0.823,14.005,10.318,3.708,15.044,12.823,0.159,-5.673,13.096,0.356,-6.451,-3.45,2.859,11.851,5.277,10.573,1.316,7.687,0.874,0.388,14.975,9.645,15.044,0.21,4.574,11.844,10.625,3.785,14.892,-0.572,2.607,8.819,-1.484,6.958,10.291,6.731,2.247,4.934,11.231,-0.094,5.575,0.486,7.083,-1.385,-1.376,-1.427,-2.03,16.754,9.163,21.115,9.046,13.509,-1.885,2.408,0.521,2.786,11.284,3.193,6.647,2.119,4.068,-0.72,9.196,6.39,3.986,7.623,16.03,0.454,11.249,13.099,12.662,15.902,2.246,-0.129,13.151,-0.348,7.745,8.462,0.081,0.421,0.862,8.136,12.604,7.206,5.248,15.388,-1.078,9.065,8.407,4.956,1.694,0.282,4.045,0.316,10.402,7.335,9.673,-1.794,8.788,9.114,-3.505,-1.691,10.907,7.682,3.932,0.703,10.278,14.923,-4.634,5.849,10.042,9.656,4.771,18.606,4.136,1.156,-1.594,17.106,-0.867,-1.263,12.532,-1.868,13.267,9.77,-2.685,7.592,-0.438,5.846,5.818,3.638,9.748,10.785,12.386,2.109,4.62,4.607,-2.982,2.579,10.183,3.318,11.63,-1.549,15.59,-2.765,9.681,-3.804,-2.109,1.261,17.035,8.949,7.834,-0.504,1.379,14.846,1.798,10.034,5.012,8.151,0.842,2.377,13.6,10.956,8.102,9.891,10.289,-0.238,-0.985,-1.935,-1.134,12.098,9.204,-1.357,5.307,6.605,11.909,3.031,15.253,16.785,-3.193,2.503,18.426,10.459,22.821,0.601,9.529,0.259,9.23,7.065,14.662,0.369,11.265,-1.059,9.986,2.287,9.569,10.694,0.886,10.009,3.626,9.806,6.989,13.859,1.199,10.277,-2.454,1.654,13.274,3.281,4.664,14.983,1.995,8.415,9.879,0.187,0.459,0.488,2.195,11.709,-1.316,-2.119,13.775,6.505,3.0,12.819,2.377,1.751,-0.864,5.121,2.931,0.059,5.206,1.669,16.213,-3.487,2.116,6.25,-0.236,1.523,13.928,9.296,4.228,-0.302,0.745,11.983,-2.487,-0.226,3.956,9.931,-0.12,13.833,-0.235,7.736,10.665,-0.749,0.256,1.229,16.61,13.678,1.938,1.583,9.172,-1.612,2.078,2.398,-0.518,15.753,2.008,3.7,-2.601,13.655,0.454,-1.313,-1.827,8.906,3.773,3.127,11.165,-1.467,4.633,0.388,4.425,0.604,9.007,7.933,-3.212,1.755,1.263,-1.05,-1.369,-3.297,-1.132,9.903,0.268,11.699,14.67,5.937,13.175,17.212,1.484,1.961,-0.558,0.215,12.856,3.459,8.55,11.867,2.486,-1.861,-4.417,6.506,11.135,11.436,9.96,2.004,6.857,0.51,8.736,16.649,7.53,10.024,-1.331,2.377,4.136,1.434,-1.585,10.994,8.99,6.243,10.117,-3.907,-0.588,-0.51,9.177,-1.912,8.672,6.139,9.461,12.546,13.851,-1.88,0.227,6.577,1.913,2.671,11.303,13.777,-2.325,-1.864,9.241,15.123,-0.625,7.293,7.059,7.552,7.65,8.379,-2.474,1.019,10.1,1.292,10.795,11.869,-3.465,-3.102,2.01,12.63,-3.262,13.285,15.55,-1.035,2.625,2.346,-0.477,3.336,3.548,6.947,1.883,-3.102,-1.945,13.203,6.574,11.005,6.201,11.564,14.684,15.426,2.48,10.406,-5.34,5.525,13.23,0.693,6.216,2.05,-1.171,-0.205,7.557,2.119,9.26,-0.654,-2.098,8.074,8.355,-2.048,16.6,5.097,3.244,1.425,1.339,-1.442,-1.793,1.238,0.531,2.08,1.308,-0.032,0.295,9.635,0.283,8.25,9.576,0.016,17.345,-2.222,-4.399,5.75,-1.206,11.294,7.57,-0.229,5.432,-1.959,2.116,3.5,9.934,-2.052,7.752,0.204,5.854,3.489,11.234,-2.203,0.744,4.286,-1.164,0.482,8.324,-0.839,2.378,0.209,2.146,0.498,-1.188,-1.105,-2.792,12.022,2.48,4.487,2.473,-1.568,-1.583,0.833,0.012,-2.991,7.718,9.07,-3.032,-1.343,8.715,9.995,-1.8,11.382,15.484,0.988,2.077,5.618,8.023,-2.009,8.11,-4.425,7.278,0.308,7.934,-3.982,-2.133,1.908,1.516,-1.014,-3.335,-0.154,2.497,-0.0,-0.173,4.028,4.024,2.244,4.891,2.372,0.413,-1.877,-2.381,-1.179,-0.05,-0.287,1.969,2.882,-1.243,0.929,-3.328,1.437,-0.776,1.272,-1.293,0.955,1.698,-0.232,3.312,0.107,-4.815,-0.423,2.427,-0.14,0.189,-2.69,0.725,6.465,-2.931,-3.711,4.687,5.867,-1.649,0.68,0.403,1.472,2.502,2.815,3.072,-0.075,-1.11,4.538,-0.482,0.528,1.633,-1.218,2.643,1.195,-0.789,1.582,2.399,-1.62,4.554,3.237,0.865,2.541,3.793,-1.005,-1.404,1.083,1.172,-1.264,-2.296,-0.448,-5.007,1.991,0.353,-3.427,1.084,2.344,-3.061,-0.939,3.228,-1.21,2.612,-0.46,0.102,1.434,-1.876,2.285,-0.794,-5.189,-0.783,-1.638,0.804,3.185,2.465,-3.969,-2.48,5.302,-5.362,1.698,1.147,3.537,-3.641,-2.89,-1.867,0.981,-1.895,4.197,2.941,2.513,-0.497,2.834,-0.854,-0.953,0.437,1.56,-0.362,0.348,-2.995,-0.226,-0.203,2.834,-0.492,-1.911,1.681,0.617,1.581,-1.673,0.222,-1.83,-0.24,1.609,2.049,2.044,-1.121,-2.988,0.279,0.66,3.358,-2.205,-2.124,4.858,0.152,-3.712,0.97,3.513,1.335,-0.939,-1.462,-0.801,-0.085,2.795,1.565,-1.25,-3.988,-1.694,-0.982,-3.072,-0.01,-1.38,-4.002,-3.856,5.15,1.089,2.7,0.001,1.287,-3.742,-2.651,-1.479,-3.431,-1.543,1.437,2.177,0.01,-0.916,2.481,3.59,-2.646,-2.247,4.6,2.558,-2.999,0.246,-3.099,1.813,-2.652,0.164,-0.33,-1.619,2.89,-0.489,-0.019,-2.727,1.288,1.49,0.505,-1.506,-2.402,13.737,-0.406,6.703,-5.412,-0.663,1.758,-3.45,-0.01,-1.515,-1.262,-1.298,-3.957,-1.55,-2.238,-1.102,-2.45,-1.688,2.393,1.769,0.519,-0.57,-1.829,3.842,2.301,3.194,0.747,-0.014,-0.537,3.437,-1.321,6.018,11.025,4.496,6.026,4.055,16.655,11.134],"base_top":[[760,25.04],[332,24.024],[28034,22.821],[7732,22.28],[3733,21.438],[13962,21.115],[1206,20.882],[623,20.457],[8160,19.362],[6651,19.212]]},"positions":{"tokens":[760,5839,6463,1881,2972,14764,332,321,2972,90540,332,14995,303,279,2972,1619,5281,332,321,279,2972,4048,332,314,279,795,781,7276,13,271,9,256,2972,28034,332,18675,310,279,2972,8412,9375,332,1528,314,279,16078,13,1049,16067,1092,369,12125,348,1246,1381,9,466,303,279,1727,2342,3979,11,2756,11,466,5381,13,21926,369,30825,539,3050,4530,1040,9039,11,57927,11,9662,4478,11,321,35863,13,198,9,256,2972,79214,332,18675,310,279,2972,4670,9375,332,5289,8831,12261,888,264,1248,4031,11,10813,4364,430,2972,18,15,1578,466,777,159034,1049,16067,279,4437,1528,314,279,16078,888,1599,1578,11],"text":["The"," primary"," difference"," between"," **","weather","**"," and"," **","climate","**"," lies"," in"," the"," **","time"," scale","**"," and"," the"," **","scope","**"," of"," the"," data"," they"," describe",".","\n\n","*","  "," **","Weather","**"," refers"," to"," the"," **","short","-term","**"," state"," of"," the"," atmosphere","."," It"," describes"," what"," is"," happening"," *","right"," now","*"," or"," in"," the"," next"," few"," hours",","," days",","," or"," weeks","."," Weather"," is"," characterized"," by"," specific"," conditions"," like"," temperature",","," precipitation",","," wind"," speed",","," and"," humidity",".","\n","*","  "," **","Climate","**"," refers"," to"," the"," **","long","-term","**"," average"," weather"," patterns"," over"," a"," long"," period",","," typically"," defined"," as"," **","3","0"," years"," or"," more","**."," It"," describes"," the"," general"," state"," of"," the"," atmosphere"," over"," many"," years",","],"proj":[[3.7533,-3.6072,10.0489,12.2772,-2.9013,0.1746,0.4675,-1.2181,0.0287,-1.3885,0.2661],[-0.7219,-3.323,10.1213,20.4686,-2.2696,-0.658,1.191,-1.2585,-0.1069,-1.5624,-0.1622],[-1.71,-2.4743,10.8204,20.6788,-2.5834,-1.1324,-0.6868,-1.2696,-0.0921,-1.4336,0.3219],[-1.6849,-2.8035,8.8114,19.7026,-2.1482,-1.2893,-1.9407,-1.6183,-0.5059,-2.4639,-0.0001],[-0.1787,-2.4433,11.6677,22.4546,-2.6399,-1.1377,-0.81,-1.7365,0.2205,-1.8551,0.0228],[1.288,-1.7641,14.7152,18.7598,-1.7532,-1.0035,-1.1969,-1.5062,0.2518,-1.2579,-0.0405],[-2.1121,-1.9336,9.2311,22.0784,-2.1153,-0.3137,1.0408,-1.2725,-0.1364,-1.7076,-0.1492],[-2.2337,-2.1584,10.0909,23.1964,-1.8867,-0.8003,0.3182,-1.5008,-0.4381,-2.5521,-0.1359],[-1.777,-1.7921,10.904,21.8703,-3.6918,-0.2478,-0.4446,-1.4994,0.0164,-2.1529,0.2449],[-0.4733,-2.0157,14.6316,19.0346,-2.9685,-0.5221,-1.3304,-1.245,0.2252,-1.2762,0.0494],[-3.3499,-2.5577,9.0771,20.2739,-2.4104,0.0244,0.1333,-1.1515,-0.3415,-1.762,0.2634],[-1.6446,-1.6371,6.741,18.0754,-2.3194,-1.5786,-1.2637,-1.4079,-0.5628,-2.411,0.2101],[-1.0907,-2.4961,8.782,20.1331,-1.3253,-0.4238,0.4257,-1.3683,0.1479,-2.3246,-0.0385],[0.715,-1.0548,7.5495,17.6373,-1.36,-1.2216,0.149,-2.2561,0.3764,-2.1357,-0.0109],[-0.7326,-1.2745,8.0971,17.5895,0.1499,-0.833,0.8247,-1.7444,0.1895,-1.4692,-0.2548],[0.8053,-0.9275,12.0477,13.87,-0.5853,-0.5416,-0.5382,-1.5693,0.3551,-1.3036,-0.253],[-0.8603,-0.1052,6.2028,14.5999,0.4853,0.1418,-0.6192,-1.2792,-0.0278,-1.648,0.0066],[-1.8032,-0.7747,6.6759,19.4692,-1.2311,-0.0168,0.0168,-1.8459,0.0224,-2.1397,-0.1187],[-0.4504,-1.612,4.969,17.4532,-0.6004,-0.4241,0.4658,-1.6184,-0.0794,-2.3732,-0.3855],[-1.1524,-0.8319,6.6747,18.6466,-1.3571,-0.5626,1.4061,-1.9263,-0.002,-2.4757,0.0025],[-1.7476,-0.7363,7.0075,17.4737,-0.9633,-0.653,0.9699,-1.525,-0.1724,-1.9447,-0.1479],[0.5084,-0.6159,10.1783,13.1026,-0.431,-1.3736,-0.0344,-1.7047,0.1845,-1.4177,-0.1172],[-2.0699,-0.3919,6.5266,18.8111,-0.9107,0.8388,2.0271,-1.7551,-0.0427,-2.2326,-0.1354],[-0.5328,-1.4699,5.2774,17.723,-0.1804,0.1676,1.0668,-1.5422,-0.2364,-2.3332,-0.2558],[0.172,-0.7664,7.0802,18.0365,0.0738,-1.5037,1.1609,-1.8114,0.2346,-1.5565,-0.0181],[-0.1461,-1.0139,6.9512,16.9372,0.6419,-1.8194,1.7062,-1.4563,0.0007,-1.3693,-0.0376],[-1.1448,-2.1409,5.0229,17.377,0.3798,-0.3825,0.6262,-1.4722,0.1315,-2.1729,-0.2606],[0.5345,-1.3391,6.5048,17.9714,-1.205,-0.9489,2.6574,-1.1572,-0.0094,-2.2965,-0.1143],[-1.0865,-2.4231,7.1644,21.5031,-2.6718,-1.8005,0.9846,-2.0356,0.0269,-2.6538,-0.0143],[2.2276,-4.7918,5.2393,15.8821,-2.785,-0.4356,-0.1791,-2.0765,0.0784,-1.6708,0.237],[2.5139,-5.1924,9.1968,13.452,-4.0118,0.2477,-0.2024,-1.5591,0.0228,-1.4264,0.2844],[-0.3317,-2.6507,9.5319,18.2975,-3.2827,0.2508,1.3719,-0.9719,0.223,-1.7857,-0.1631],[0.6567,-2.8923,9.6669,20.1252,-2.6096,1.0681,1.3724,-1.2339,0.2799,-1.6758,0.224],[1.1405,-2.5356,11.891,17.439,-2.1618,0.1442,-0.5154,-1.1504,0.1743,-1.3066,0.1278],[-1.0416,-2.1269,7.3744,19.5004,-2.0728,0.1036,2.2338,-1.3486,-0.3344,-1.4286,-0.0545],[0.6021,-1.1211,6.4745,17.4835,-1.0557,-0.3635,2.1867,-1.2115,-0.6276,-2.05,-0.0547],[-0.0764,-1.4106,5.3308,15.794,-1.6414,0.6453,3.4327,-1.2563,-0.3627,-2.0914,-0.166],[-0.5615,-0.9336,4.9208,13.3951,0.0989,-1.4402,2.134,-1.4893,-0.6004,-1.393,-0.0141],[-1.4483,-0.6166,5.1533,11.9727,0.9237,-1.1474,2.5323,-1.2707,-0.6962,-1.1342,-0.2412],[0.4375,-1.677,10.08,13.3932,-0.9476,-1.5348,1.4488,-1.1703,-0.3832,-1.1675,-0.2739],[-0.4711,-1.676,6.2042,14.3047,-0.2546,-1.6142,1.32,-1.1959,-0.3466,-1.4869,0.0033],[-1.4174,-0.4666,6.0953,14.075,0.5146,-1.9456,1.8243,-1.2574,-0.527,-0.9978,0.3166],[-0.6902,-0.4177,5.8756,11.9968,1.15,-2.2619,1.7728,-1.3274,-0.621,-0.9839,0.2067],[-1.5794,-1.0292,7.7103,17.791,0.9183,-2.1742,1.0222,-1.4521,-0.2458,-1.3908,0.1813],[-1.0227,-1.2731,5.1412,15.1206,-0.1555,-1.676,1.5108,-1.9637,0.0369,-1.61,0.1634],[-1.0475,-1.0172,5.8036,14.1391,-0.3368,-1.5507,1.5291,-1.3143,-0.046,-1.4966,-0.0226],[-1.3663,-0.6148,6.5225,17.11,0.6971,-1.9159,1.2184,-1.5229,-0.4825,-1.9544,-0.1944],[2.0873,-3.6349,6.2118,17.2018,-1.6427,-0.6573,0.8803,-1.8984,-0.1477,-1.6512,0.1994],[0.0581,-0.3534,6.5838,16.1513,-1.6782,-0.4036,0.8115,-1.2833,-0.6491,-2.0084,-0.1489],[-0.1209,-0.1637,4.2979,13.9235,-0.4044,-1.4239,2.2369,-1.81,-0.5234,-1.5801,-0.1575],[-0.8668,-0.7642,4.9054,15.8731,-0.3597,-1.8453,1.701,-1.5672,-0.453,-1.6658,-0.079],[-1.6234,-1.458,4.307,14.7302,1.1006,-1.0113,1.0939,-1.6757,-0.3687,-1.8391,-0.2585],[-0.2502,-0.9608,5.872,17.4105,-1.1361,-1.2681,1.6827,-1.7991,-0.1919,-2.1121,-0.2196],[0.8257,-0.9922,9.8501,14.4276,-3.002,-1.4356,0.8115,-1.6428,0.0614,-1.2819,-0.224],[-1.9332,-2.0677,7.8591,16.808,-2.3754,-2.4636,0.729,-1.4689,-0.018,-2.0126,-0.0734],[-1.5822,-1.4367,9.0336,19.0177,-1.7432,-2.6995,1.1406,-1.9104,-0.299,-1.8666,0.0741],[-0.8235,-0.1256,5.4988,16.3219,-0.3512,-2.1952,2.579,-1.7602,-0.6045,-2.4125,-0.2849],[-1.2721,-1.0349,6.8126,17.5787,-2.0101,0.1513,2.1194,-1.8563,-0.0314,-2.0401,-0.3403],[-0.7715,-1.5219,5.3558,16.0238,-2.7858,-0.33,1.0059,-1.6202,0.4131,-2.0156,-0.4783],[-1.3152,-1.3542,6.4544,16.3322,-2.1254,-0.0118,2.3957,-1.2525,-0.3011,-2.2458,-0.2252],[-1.1097,-0.8201,6.4123,16.6678,-2.9414,0.7295,1.9556,-1.0633,-0.3821,-1.9716,-0.1985],[-1.2773,-0.4622,7.0455,18.1899,-1.7897,1.0676,1.7704,-1.4942,-0.2339,-1.5347,-0.4184],[-1.1698,-0.1244,7.0699,17.7441,-0.8338,-0.7381,2.4285,-1.8647,-0.6021,-2.4429,0.0078],[-0.4342,-0.3691,6.211,16.115,-1.107,-0.578,2.4585,-1.7486,-0.3747,-1.7666,-0.16],[-1.9975,-2.5911,8.409,19.6722,-0.6552,-0.7009,2.9733,-1.5859,0.0183,-2.1233,-0.3197],[-2.1666,-1.89,8.1942,18.5025,-1.0737,0.5343,3.3172,-1.4858,-0.1687,-1.8669,-0.5377],[-1.2998,-1.9359,8.271,17.4862,-1.2006,0.5317,2.8167,-1.6827,-0.0485,-1.4897,-0.8087],[-0.7211,-0.477,5.7089,16.4081,-0.6725,-2.0687,2.1453,-1.7996,-0.591,-2.2177,0.034],[3.1227,-2.4217,4.7656,14.9062,-0.4866,-0.811,1.4312,-1.975,-0.0415,-1.4701,0.3393],[-0.0754,0.8968,5.9665,15.6973,-1.1956,-1.226,1.613,-1.5075,-0.2555,-1.3503,0.0786],[0.0165,0.852,4.2305,12.7309,-0.0045,-1.2768,0.4266,-1.5048,-0.5337,-1.6983,0.0946],[0.0974,-1.1974,6.7801,18.2126,-2.0113,-0.2088,2.2974,-2.1075,-0.0057,-2.1037,-0.2062],[0.1891,-1.1962,5.9553,16.5226,-0.9135,-0.7515,1.5097,-1.9518,-0.1784,-1.4261,-0.2526],[-0.4846,-1.5204,5.8959,15.847,-0.2956,-1.7683,0.9968,-1.6775,-0.3495,-1.0067,-0.1007],[0.2916,-1.8646,6.1131,18.1651,-0.1271,-0.2538,0.1204,-1.7905,-0.1492,-2.228,-0.2532],[-0.7142,-0.5311,6.2063,16.6545,0.0891,-1.3771,3.6125,-2.4954,0.1991,-1.8079,0.0347],[-0.9483,-0.8655,6.7368,16.7967,1.9509,-0.393,2.0921,-1.8513,-0.024,-1.6523,0.1424],[-1.2411,0.5458,7.581,17.1974,-0.6358,-0.7155,2.8208,-2.348,-0.1159,-1.6701,0.0802],[-2.6393,-2.2634,6.9727,18.6004,-0.8066,-0.4908,1.2557,-1.7019,-0.1178,-2.1786,-0.2508],[-1.4055,0.5151,7.1414,15.7327,-0.2042,-0.8821,2.6109,-2.2453,0.0596,-1.7393,-0.0072],[-1.5046,-2.1249,6.8925,15.6516,-0.3376,-1.0563,0.7751,-1.4728,0.0156,-1.7939,0.0989],[-1.92,-0.9483,7.1673,16.5925,-0.755,-0.2912,0.5052,-1.8929,-0.1607,-2.6315,-0.0093],[-1.854,0.3907,6.4839,14.9409,-0.2859,-1.0007,2.1196,-2.2014,0.0595,-1.8554,-0.1207],[-1.5073,0.3096,6.2752,14.2689,-0.8739,-1.6599,1.8758,-2.3755,0.014,-1.6211,-0.1645],[-0.9057,-1.6552,5.1053,16.2818,-0.0572,-0.4108,1.415,-1.7532,-0.2273,-2.5049,-0.2254],[3.654,-2.536,3.4422,13.4058,-0.7822,-0.7077,2.4686,-2.0716,0.0506,-1.3339,0.2402],[-0.0335,-1.9194,8.4594,13.4786,-3.0681,-0.5086,1.4766,-1.0746,0.102,-1.1651,0.2575],[-1.3906,-2.5906,9.1209,19.3308,-2.842,-0.8135,1.286,-0.9406,-0.1018,-2.0348,-0.0251],[-0.7977,-2.7019,9.007,19.4796,-2.2542,0.963,0.3607,-0.9387,0.1418,-1.4245,0.3747],[-0.5862,-1.9991,12.3147,18.0457,-2.3293,-0.121,-0.9621,-0.9524,0.0475,-1.183,0.3142],[-3.9862,-2.5703,10.0182,21.691,-1.3363,-0.4372,-0.0023,-0.9418,-0.1226,-1.6979,0.1591],[-1.9148,-1.7584,9.3012,21.1686,-1.0087,-1.1716,0.3766,-0.7919,-0.1755,-2.2647,-0.001],[-2.0401,-3.1357,7.0034,20.3323,-1.3401,1.1617,1.3819,-1.5462,-0.025,-2.1771,-0.3505],[-2.1619,-3.4783,4.1592,14.692,-0.9819,-0.1895,0.3031,-1.643,-0.1786,-1.5576,-0.3476],[-2.9304,-3.0502,4.9601,13.7196,-0.4279,0.0039,1.2633,-1.5928,-0.4196,-1.2615,-0.3452],[-1.179,-4.1995,10.0464,14.0002,-2.119,-1.0413,0.038,-1.6156,-0.0674,-0.7716,-0.3905],[-1.7891,-3.1539,6.466,14.5681,-1.1734,-1.22,0.3689,-1.1239,-0.1725,-1.1606,0.2578],[-2.4593,-0.7117,4.1305,12.3736,-0.3927,-0.1545,0.6836,-1.4834,-0.38,-1.0628,-0.0109],[-1.6696,-0.9513,3.6446,10.3074,0.0475,-1.251,0.5067,-1.5002,-0.4043,-0.8252,-0.1438],[-1.442,-0.1826,4.6382,12.1642,0.6108,-1.1765,0.8074,-1.4331,-0.3274,-1.0307,-0.0983],[-0.7707,-0.2475,5.1857,13.7716,0.7233,-0.5189,0.14,-0.9035,-0.2695,-1.2378,-0.2384],[-1.7371,0.0822,3.66,11.9594,0.9373,1.0175,-0.5984,-1.1027,-0.4261,-1.6787,-0.4801],[-1.1926,-1.9498,6.4446,12.6648,-0.5999,0.8158,-0.923,-1.7106,0.2587,-1.8398,-0.7285],[-1.608,-1.8058,5.1169,12.1432,0.2261,0.8177,-0.5457,-1.2131,-0.0051,-1.1121,-0.5778],[-0.6189,-1.4597,6.2222,13.9237,0.4708,-0.578,-0.7801,-1.1151,0.1084,-1.2784,-0.1514],[-1.0699,0.0439,7.5036,19.5251,0.3472,-0.1229,-0.6652,-1.5712,-0.3913,-2.4753,-0.3924],[-0.1321,-1.3388,6.7783,18.4438,-1.5998,-0.4754,0.8316,-1.4959,-0.3786,-2.434,-0.3874],[-0.8323,-2.3323,6.3709,15.592,0.0144,1.5352,0.0356,-1.4045,-0.0982,-2.0254,-0.2586],[-0.6621,-2.6431,5.613,17.2526,-0.7123,0.2667,2.1541,-2.0622,0.2983,-2.0099,-0.3085],[-1.8575,-1.6202,5.7653,14.2179,-0.6262,1.1959,0.3233,-1.7674,0.3279,-1.9592,-0.3516],[-1.1378,-2.6375,10.8769,10.5822,-1.2735,0.8816,-1.055,-1.2105,0.3701,-1.2096,-0.4878],[-1.9926,-0.6694,7.0064,13.0004,0.0614,-1.0259,-0.9745,-0.6949,-0.2388,-0.7877,-0.2302],[-2.4773,-0.1467,7.2405,15.2684,-0.0246,-1.2106,1.4132,-1.0568,-0.18,-0.6977,-0.4541],[-2.3432,-0.6672,7.65,17.5431,-0.83,0.1652,-0.2308,-1.3939,-0.1076,-1.9429,-0.2572],[-1.6543,-2.9478,8.6596,16.9251,-1.4918,0.6577,-2.7933,-1.3582,0.0334,-1.5007,-0.7409],[-1.6749,-0.6247,7.3094,17.7183,-1.6731,-0.4723,-0.3941,-1.3943,-0.1761,-1.7695,-0.1337],[0.9293,-3.1753,6.7798,16.9202,-0.2415,0.0449,0.0033,-1.7026,0.1509,-1.522,0.3626],[-0.6958,0.0543,6.4504,16.6894,-1.351,-1.3826,0.0864,-1.2657,-0.2558,-1.9784,-0.1253],[-0.7721,-1.6097,4.3822,15.6057,-1.6293,-0.7131,0.8523,-1.8965,-0.0618,-1.5647,-0.2742],[-2.3873,-2.2646,5.0528,13.6064,-0.583,-0.5878,1.0368,-1.8302,-0.4059,-0.8847,-0.4788],[-2.1225,-0.932,4.8586,12.1845,-0.2112,-0.7678,-0.1381,-1.9962,-0.1556,-0.8091,-0.1799],[-0.9506,-0.9645,6.5269,17.5289,0.9197,-0.8315,0.495,-1.695,0.0166,-1.2896,-0.0661],[-0.8195,-1.1009,5.3257,16.3343,0.9089,-0.7983,1.211,-2.0209,0.1232,-1.1514,-0.0798],[-0.9622,-1.1157,6.249,16.2632,0.0474,-0.8472,1.1914,-1.5375,-0.012,-1.4003,-0.1054],[-0.2707,-0.5333,4.9218,14.9921,0.5786,-0.4684,-0.0958,-1.8873,-0.1007,-1.7516,-0.5534],[0.1653,-2.2725,7.0548,14.4591,-1.0685,-0.2557,-2.4912,-1.8752,0.2664,-1.9358,-0.8015],[-1.169,-1.6484,8.074,18.025,-0.3348,-0.7419,0.692,-0.9752,-0.1496,-1.0953,-0.7384],[-0.5096,0.391,6.1525,17.5339,-0.075,0.1151,0.6802,-1.3377,-0.4441,-2.2995,-0.3374]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"The primary difference between **weather** and **climate** lies in the **time scale** and the **scope** of the data they describe.\n\n*   **Weather** refers to the **short-term** state of the atmosphere. It describes what is happening *right now* or in the next few hours, days, or weeks. Weather is characterized by specific conditions like temperature, precipitation, wind speed, and humidity.\n*   **Climate** refers to the **long-term** average weather patterns over a long period, typically defined as **30 years or more**. It describes the general state of the atmosphere over many years,","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":760,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONENONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONO","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"The primary difference between **weather** and **climate** lies in the **time scale** and the **scope** of the data they describe.\n\n*   **Weather** refers to the **short-term** state of the atmosphere. It describes what is happening *right now* or in the next few days. Weather is characterized by specific, measurable conditions like temperature, humidity, wind speed, and precipitation.\n*   **Climate** refers to the **long-term** average weather patterns over a long period of time (typically 30 years or more). It describes the typical conditions a place experiences on average, regardless of whether it","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":760,"identical_to_original":false}}},{"id":"prose-04","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Explain what a prime number is.","tools":[],"prompt_tokens":31,"decision":{"rms":0.29579912947526465,"sumsq":89.59603199828416,"hb":[-0.00624,0.01503,-0.43531,-0.21555,-0.32121,0.05527,-0.13352],"lse":26.423401721518985,"logits":[12.633,16.932,11.607,14.485,11.191,10.273,8.197,6.869,7.457,6.872,8.925,8.41,26.351,10.591,10.15,10.186,13.578,10.714,10.778,12.444,15.351,11.139,10.48,10.937,10.316,12.156,11.63,12.723,8.868,10.792,10.189,9.925,8.617,15.942,2.039,4.484,4.691,6.079,3.004,0.829,8.253,3.295,2.958,9.43,2.865,7.334,5.888,9.061,2.912,23.035,0.427,3.227,3.639,2.735,3.416,3.256,0.925,6.118,16.513,5.963,0.961,21.527,2.012,0.222,0.209,0.958,0.64,11.991,-1.296,18.571,6.2,3.97,15.714,-1.03,16.041,1.27,10.823,5.212,4.686,10.261,11.52,3.82,9.56,13.16,13.451,4.65,0.663,1.847,10.71,2.808,-0.114,6.455,21.474,4.997,3.066,12.205,18.668,-0.924,-2.012,1.534,11.868,11.116,-0.265,5.48,4.67,14.412,19.28,0.815,0.982,9.642,3.345,4.972,12.013,5.725,9.478,12.806,13.956,8.937,8.982,3.155,18.899,9.658,16.822,16.277,18.434,4.592,1.631,8.596,9.11,9.291,0.743,10.419,-0.243,6.794,6.09,7.541,4.864,16.145,-0.443,11.284,6.246,16.299,13.473,6.586,1.154,5.858,14.955,0.902,16.205,5.396,-3.098,13.089,1.818,9.023,11.398,4.512,6.501,2.902,9.765,10.679,10.992,-0.087,12.531,-2.054,14.122,2.956,4.295,2.035,-2.879,5.939,17.152,18.251,16.862,7.628,2.342,-0.257,3.323,11.699,13.469,7.707,11.12,1.556,3.239,0.999,8.099,12.465,7.178,8.018,-0.494,12.915,14.335,0.804,16.328,1.198,1.331,5.397,9.666,13.533,7.213,-0.387,8.964,5.455,8.77,-1.055,10.282,8.766,6.804,1.756,-1.357,16.554,1.824,9.913,11.32,-0.681,7.615,1.593,-3.534,-1.461,-2.962,3.786,2.258,8.96,7.519,1.678,1.2,6.693,4.079,-1.913,-0.521,8.288,3.529,-4.513,1.222,6.459,12.267,9.526,3.477,8.622,9.135,11.778,-0.025,0.333,6.428,4.225,1.263,8.508,-1.781,-6.428,8.284,7.302,0.874,2.742,12.614,9.667,8.813,-3.376,7.871,6.442,9.039,15.241,3.991,7.577,2.47,-0.623,-1.297,1.742,2.267,11.785,7.17,18.819,1.456,-3.162,-2.164,4.603,-2.816,9.879,17.656,-2.167,9.763,-1.382,7.041,8.947,4.962,6.019,11.342,6.948,-2.901,2.234,14.186,12.17,2.913,14.163,10.963,6.537,6.539,9.266,4.621,7.473,15.735,9.534,15.081,11.026,4.518,13.729,7.16,6.278,1.897,10.161,0.578,12.348,10.428,1.712,17.887,7.288,-2.083,-5.373,14.356,1.677,-5.327,-2.601,-2.297,9.105,6.274,9.769,-1.0,10.475,-0.136,-0.87,13.065,11.012,15.745,4.698,4.918,10.539,9.11,2.865,15.045,-4.121,3.064,7.879,-0.821,2.844,6.053,7.366,0.202,4.24,9.019,0.844,4.169,-0.988,6.708,-1.586,-1.52,-0.893,-4.499,16.932,6.19,22.225,8.937,9.478,0.106,6.082,-1.459,1.211,11.124,4.57,9.03,2.138,0.685,0.115,8.084,4.838,2.991,7.698,14.561,0.982,11.43,11.41,6.479,14.092,2.906,1.704,13.021,0.043,7.899,6.988,4.647,0.367,1.72,7.162,11.959,6.011,5.095,14.575,-2.873,10.863,7.004,5.035,-0.64,-0.42,2.736,2.887,8.709,9.249,8.722,-2.292,8.94,10.711,-1.257,-1.835,10.966,5.982,-1.848,4.901,8.592,12.026,-3.902,6.185,10.208,9.522,7.203,12.784,-0.211,-0.445,-1.083,13.908,0.142,-3.039,12.906,-4.963,11.564,12.058,-2.078,6.335,-0.733,4.405,5.854,4.284,9.671,13.43,13.656,1.492,6.359,3.731,0.318,2.952,8.94,4.229,13.999,-0.902,12.909,-2.634,9.768,-5.121,-0.939,-0.426,11.514,7.28,6.684,-3.026,-0.443,13.748,5.631,8.628,5.174,4.816,-1.178,2.305,11.608,7.59,7.953,13.574,11.054,-2.775,-1.32,-0.861,0.448,11.371,9.572,-1.234,3.963,11.834,10.685,3.249,9.686,14.174,-0.249,4.384,18.283,9.694,6.232,0.15,10.653,0.059,7.033,4.33,13.105,1.011,11.724,-2.238,8.536,1.964,6.852,9.114,-2.48,5.215,1.106,18.021,9.063,15.479,5.197,7.706,1.561,1.704,13.708,3.28,4.725,14.216,0.557,10.28,10.526,0.52,1.356,1.073,2.304,6.593,-1.794,-5.289,5.71,6.383,0.858,10.538,2.08,-2.805,-1.359,7.485,0.308,-0.14,5.938,2.768,15.855,-4.041,2.652,7.94,-0.462,2.965,14.901,5.662,5.227,0.116,-1.838,9.54,1.099,-0.426,4.475,8.935,-0.509,15.278,0.306,6.41,10.476,-2.059,-5.804,0.313,15.493,13.74,1.735,1.532,8.036,-3.302,1.187,1.757,-0.618,14.2,3.058,4.38,-4.446,10.787,0.45,-2.443,-3.124,8.63,5.644,3.86,6.732,-1.877,6.246,1.076,1.088,0.184,6.072,6.227,-2.744,5.836,0.648,2.576,-0.036,-1.53,1.614,11.423,0.846,9.953,13.701,8.445,12.121,15.755,3.499,2.303,-2.394,-0.771,13.636,5.296,10.697,14.795,-0.17,-0.646,-2.851,3.18,9.148,9.797,9.423,0.717,6.499,1.162,7.053,17.667,8.746,7.669,0.257,0.934,-0.32,1.781,-3.718,9.619,6.886,9.227,8.172,-0.535,-0.94,0.94,10.013,-1.417,7.241,7.278,8.527,13.193,8.805,-1.897,1.27,5.245,5.068,1.296,10.588,16.257,-4.131,-0.52,8.468,9.467,-2.204,6.684,7.865,6.82,4.992,8.914,-0.058,2.1,9.302,-2.055,10.989,10.269,-4.55,-3.393,1.585,13.338,-0.908,16.844,14.802,0.413,0.195,1.046,-0.663,5.385,3.134,8.563,0.165,-3.134,-3.402,11.431,6.722,13.448,4.055,13.488,12.326,15.966,3.594,5.96,-2.377,4.265,13.363,-1.28,8.364,0.263,-2.978,0.416,9.73,0.787,9.199,-1.195,-2.599,7.787,9.261,-2.628,16.152,8.209,2.358,3.254,2.007,-1.343,-3.23,1.185,-1.259,1.288,1.641,-3.024,-2.753,8.588,0.774,6.956,8.028,-1.107,6.16,-0.636,-1.539,5.844,-0.948,7.946,6.502,1.448,2.788,0.953,2.125,6.317,6.989,-4.089,9.389,0.108,-0.181,1.679,11.347,-0.275,-0.061,6.696,-3.161,0.845,5.062,1.255,-0.972,-0.68,0.415,0.18,1.298,0.892,0.072,13.351,2.7,0.163,-1.822,-1.639,-0.445,-0.304,2.392,-1.069,6.086,7.538,-3.858,1.123,10.986,7.11,-3.813,9.539,16.563,3.069,3.12,5.756,6.17,-0.349,5.187,-4.964,6.907,-1.466,7.804,-2.702,-4.343,2.237,2.632,-0.598,-2.429,-1.447,0.361,-1.466,0.508,1.919,-1.455,1.415,0.245,1.087,-0.498,-1.938,-1.847,0.237,-0.939,1.139,1.956,-0.111,-1.534,0.818,-2.582,0.311,1.846,3.175,2.349,2.548,3.558,0.701,2.5,0.105,-3.407,-1.644,3.125,-2.399,0.838,-1.601,-0.073,11.084,1.862,-1.973,1.541,1.928,-0.953,0.739,0.699,4.831,1.633,3.178,-0.25,1.692,-3.616,1.75,-0.85,2.457,2.316,-0.342,4.691,0.334,-1.761,-0.422,0.396,0.886,0.028,3.6,-0.442,2.569,7.434,-3.58,-0.299,-1.305,0.918,-1.624,-2.803,-1.039,-5.719,5.231,3.235,-2.373,1.328,-2.412,-3.512,1.718,1.614,-2.874,3.497,-2.081,-1.543,-2.044,1.405,0.199,-1.354,-4.262,-1.222,-0.195,1.242,2.944,1.784,-0.359,-0.672,4.052,-4.327,1.139,-0.44,1.993,-2.172,-4.034,-3.675,4.515,-0.983,3.277,-0.129,-1.053,1.065,2.98,-2.449,-2.332,-2.803,-2.814,-0.008,-2.286,-0.931,-2.079,-1.405,-1.403,-0.745,-2.266,-1.141,0.956,0.747,2.333,-4.41,-2.864,-1.65,1.177,-1.391,2.541,1.384,-3.14,0.335,-0.89,3.486,-1.014,-4.012,1.789,-0.214,-2.333,1.378,5.436,2.465,-2.79,1.316,-2.304,-3.828,2.755,4.959,-3.55,-3.222,-0.142,-1.179,-2.639,1.598,0.78,-4.492,-1.896,3.592,0.735,2.593,0.314,1.96,-6.78,-0.006,-0.228,-1.965,-3.15,-1.196,-0.355,-0.487,-1.532,-0.111,4.008,-0.051,-3.516,6.329,3.651,-1.887,0.026,-1.255,-0.877,-2.611,0.219,1.303,-3.277,1.888,-2.744,-2.525,-4.014,0.973,0.166,0.827,-3.169,-0.89,14.661,-1.081,1.486,-3.238,0.028,0.118,-1.907,-0.572,-2.926,-3.5,-1.509,-4.456,-2.635,-0.257,-2.196,-0.041,1.507,3.293,-0.615,-0.631,-4.204,-2.488,1.91,0.199,3.15,-0.807,-0.237,0.474,1.214,-1.647,5.736,11.518,2.702,5.431,4.551,16.505,11.2],"base_top":[[32,26.351],[332,23.035],[13962,22.225],[623,21.527],[1206,21.474],[1597,19.28],[2014,18.899],[8160,18.819],[1311,18.668],[760,18.571]]},"positions":{"tokens":[32,2972,31271,1324,332,369,264,5629,1324,6826,1056,220,16,421,682,874,6572,3319,39852,975,1056,220,16,321,4924,13,733,975,4105,11,264,9944,1324,369,264,1324,421,628,381,13717,539,81288,1132,220,16,321,4924,13,271,8160,513,279,1328,16935,314,9944,4947,25,271,9,256,2972,10088,92217,357,9944,1324,369,264,4220,1324,6826,1056,220,16,421,682,6681,1330,12103,6572,3319,39852,25,220,16,321,279,1324,4924,13,198,9,256,2972,39044,92217,561,1118,2342,9944,4947,513,220,17,11,220,18,11,220,20,11,220,22,11,220,16,16,11,220,16,18,11,220,16,22,11,220],"text":["A"," **","prime"," number","**"," is"," a"," natural"," number"," greater"," than"," ","1"," that"," has"," no"," positive"," div","isors"," other"," than"," ","1"," and"," itself","."," In"," other"," words",","," a"," prime"," number"," is"," a"," number"," that"," can"," be"," formed"," by"," multiplying"," only"," ","1"," and"," itself",".","\n\n","Here"," are"," the"," key"," characteristics"," of"," prime"," numbers",":","\n\n","*","  "," **","Definition","**:"," A"," prime"," number"," is"," a"," whole"," number"," greater"," than"," ","1"," that"," has"," exactly"," two"," distinct"," positive"," div","isors",":"," ","1"," and"," the"," number"," itself",".","\n","*","  "," **","Examples","**:"," The"," first"," few"," prime"," numbers"," are"," ","2",","," ","3",","," ","5",","," ","7",","," ","1","1",","," ","1","3",","," ","1","7",","," "],"proj":[[2.6095,-4.2848,10.3361,13.3582,-2.5859,1.0706,0.5464,-0.9851,0.0001,-1.5651,0.1925],[-1.7672,-1.4428,10.7655,19.2243,-2.3996,-0.414,0.2481,-0.9848,-0.0976,-2.0202,0.0789],[-0.9144,-0.9839,15.1492,16.7906,-2.5255,-0.0965,-1.0007,-0.7694,-0.0127,-1.5547,-0.0341],[-2.0456,0.0423,9.5428,19.0436,-1.0202,0.116,0.9448,-0.8726,-0.3234,-2.135,-0.1117],[-2.3868,-0.1017,7.7452,18.778,-1.6165,0.1991,-0.6798,-0.9057,-0.403,-2.1102,-0.2689],[-1.427,-0.33,7.3546,18.2067,-2.5101,-0.3933,0.5953,-0.9243,-0.6601,-2.4135,-0.1229],[-0.9891,0.0915,6.2743,13.4137,-2.73,-0.0977,0.4827,-1.3939,-0.2552,-2.2736,-0.0494],[-2.086,1.3221,5.3586,9.5989,-2.429,-1.2933,1.1628,-0.9753,-0.2975,-1.1992,-0.0251],[-1.7857,1.2007,6.5287,11.4367,-2.6018,-0.9056,0.5164,-0.7626,-0.22,-1.4189,-0.1869],[-1.3838,0.5271,5.3132,10.3041,-0.6913,-1.8817,-0.9809,-1.4126,-0.3539,-1.9307,-0.0591],[-0.7279,1.4472,9.0511,18.0354,-3.1625,0.7941,0.6024,-1.6457,0.1501,-2.3498,0.1153],[-1.2557,0.5147,11.1254,18.01,-4.1995,1.2496,-1.8616,-1.2106,-0.0743,-2.0262,0.3311],[-0.6411,0.4896,11.5886,15.6495,-3.4985,1.3064,-2.5426,-0.8523,-0.1418,-1.5633,-0.1725],[-0.98,0.9093,7.5931,15.9637,-3.8275,-2.2859,-2.3054,-1.2548,-0.5639,-2.2362,0.1344],[0.1693,3.2479,4.308,10.952,-4.0136,-1.5648,-2.8115,-1.4909,-0.4558,-2.6255,-0.0656],[1.5191,1.7464,4.108,9.7149,-2.4193,-0.5954,-0.201,-1.0987,-0.4358,-2.1442,0.1749],[-0.2716,-0.5628,3.7209,8.9825,-3.1084,0.488,0.1182,-1.0525,-0.1985,-1.7544,-0.1491],[-0.9069,0.0033,3.6447,8.1571,-2.7193,-0.5922,0.3257,-1.1434,-0.2679,-1.537,0.2099],[-0.508,-1.0884,4.9756,9.2489,0.1551,1.9895,1.7648,-1.4881,0.0011,-1.9069,-0.425],[-1.1703,-0.3263,6.676,12.2044,-1.43,0.3834,0.6263,-1.7395,-0.2458,-2.5769,-0.2491],[-1.1181,-0.5189,7.5392,13.2542,-4.7099,0.8803,2.2515,-1.1567,0.515,-2.2872,0.0269],[0.6162,-0.2448,10.6007,16.0055,-4.3668,1.1436,0.421,-1.2204,0.3629,-2.2383,0.1653],[-0.5049,-1.0178,11.6872,16.8522,-4.4401,0.6272,-0.8034,-1.3492,0.1222,-1.7778,-0.3538],[-1.8437,-0.4337,10.0989,19.6367,-4.2049,-0.6489,-1.1096,-1.6788,-0.096,-2.8434,-0.1613],[-0.4432,-0.7903,10.3309,17.8902,-5.126,0.876,-0.4209,-1.5872,0.0844,-2.4976,0.12],[-2.6098,-1.8094,7.8923,19.8386,-2.8656,-1.3561,0.1465,-1.7803,-0.429,-2.6831,-0.346],[1.9088,-3.931,3.7076,12.0679,-2.8542,0.9613,-0.1801,-1.6081,-0.3137,-2.0908,0.1213],[0.0974,-2.4728,4.1716,12.7367,-1.2575,1.2081,-0.5809,-1.4209,-0.3043,-2.0079,-0.0148],[-2.7065,-2.2991,7.5533,17.3557,-3.0828,-0.4809,0.8089,-1.2859,-0.6184,-2.1492,-0.2236],[-1.2755,-1.8045,7.1209,18.8199,-3.1217,0.7396,0.1385,-1.5406,0.0197,-2.612,-0.0656],[0.6776,-1.639,6.3441,16.5964,-2.485,0.6165,0.2984,-1.7975,0.0585,-2.5445,-0.3473],[-2.032,0.0485,10.0336,18.5069,-2.4867,-1.1221,-0.2264,-0.9997,-0.1032,-2.1965,-0.056],[-1.6612,2.2627,8.1048,18.4024,-2.4506,-0.4843,0.3758,-0.9345,-0.3028,-2.3485,-0.2055],[0.391,2.0754,5.4741,14.2993,-1.8769,-0.9233,-0.874,-1.2222,-0.4273,-2.6629,-0.1296],[0.0702,2.0835,4.9469,10.969,-2.2723,0.3348,0.1412,-1.1927,-0.1128,-2.4286,-0.3113],[-2.1189,1.8962,6.3185,10.5113,-2.8573,-1.6532,0.5503,-0.7768,-0.1105,-1.5498,-0.1508],[-0.4773,1.2028,5.264,13.0744,-1.3217,-1.8333,-1.6702,-1.8584,-0.3007,-2.2574,-0.2532],[1.0719,2.2988,4.6365,12.028,-2.6077,-0.8782,-2.5057,-1.2975,-0.2986,-2.8157,-0.2549],[0.7495,0.9422,5.1232,9.8672,-2.9021,-1.576,-1.1622,-1.0872,-0.4008,-2.0707,-0.172],[0.646,0.268,4.007,7.3774,-2.7161,-0.1774,-0.9391,-1.0985,-0.1999,-1.8187,0.1664],[1.2507,-0.9156,7.1397,16.5294,-2.1364,-0.0377,-0.1541,-2.1326,-0.0145,-3.1026,-0.0661],[2.3582,-0.8292,5.7366,13.7465,-1.7352,0.5027,-0.1611,-1.6995,-0.0745,-2.6961,-0.1565],[-0.8366,0.8879,8.2033,16.389,-2.6507,0.2894,-0.1617,-1.7779,0.1255,-2.8298,-0.091],[0.2931,-0.7088,8.635,16.0019,-2.8492,1.4667,0.3131,-1.7265,0.389,-2.3867,-0.4106],[0.109,-1.243,12.6897,16.8844,-2.8249,1.0589,-1.4046,-1.1219,0.1105,-2.0515,-0.3847],[-1.3824,-0.2689,8.4566,17.4233,-2.2177,-1.4805,-0.3166,-1.4836,-0.0048,-2.8824,-0.3038],[0.8922,-0.5891,8.3004,16.8918,-4.3848,1.1468,0.2128,-1.7947,0.1152,-2.7441,-0.2614],[-0.059,0.2829,5.344,16.3029,-2.3456,-0.4583,0.4201,-1.8558,-0.5522,-2.9086,-0.3139],[2.4765,-2.438,3.5916,12.1775,-3.5141,-0.08,0.3057,-1.4961,-0.2138,-2.1608,0.1555],[3.2619,-3.4637,5.7945,8.7505,-3.8447,0.6974,-1.096,-1.2837,-0.2214,-1.7761,0.2554],[-0.982,-1.2374,5.7768,15.6709,-2.4879,0.0506,2.208,-1.4469,-0.2003,-2.1117,0.1241],[-1.3767,-2.8477,7.2811,19.0115,-3.2542,1.2361,1.4522,-1.2137,-0.3682,-2.2585,0.0426],[-2.0299,-2.5626,6.7297,18.2705,-2.5634,1.8229,0.7552,-1.0448,-0.6256,-1.7503,0.1521],[-3.3167,-1.6475,7.6865,18.3692,-3.1352,0.3548,-0.3297,-0.7709,-0.5269,-1.1684,0.2745],[-1.759,-2.439,7.5427,18.3363,-3.3446,1.4074,-2.1651,-1.7427,-0.1868,-2.3299,-0.034],[-1.0155,-1.1468,10.1495,19.9391,-2.6874,0.4066,-1.6846,-1.4629,0.1813,-2.3613,0.1663],[-2.2057,-0.6743,9.4678,20.0349,-2.3861,0.7961,-0.2935,-1.1353,0.0252,-1.9671,-0.0136],[-1.516,-2.2305,7.0099,19.207,-3.6633,0.4996,-0.5275,-1.7044,-0.4664,-2.1486,0.1013],[0.3671,-1.6654,7.3117,18.7744,-4.4295,-0.6222,-0.2537,-1.4962,0.1822,-2.0348,-0.0452],[1.4333,-3.0377,10.7851,14.6521,-5.0791,-0.0674,-0.754,-0.6846,-0.0302,-1.2937,0.1394],[0.04,-0.156,8.1741,16.2553,-4.3663,0.4353,0.5977,-0.6994,0.1307,-2.0733,-0.3975],[0.829,1.552,5.955,12.9166,-3.1336,0.7445,0.946,-0.7559,-0.1121,-1.747,0.032],[1.6064,2.6747,6.1091,8.2798,-2.1232,0.0528,-0.2676,-0.2906,-0.1309,-1.6732,0.066],[-0.6155,-0.8935,5.7402,15.7689,-1.1261,1.5364,0.7093,-1.1447,-0.1085,-2.0075,0.3206],[1.7357,-2.4292,5.7663,14.1538,-1.8072,1.2616,1.2163,-1.1483,-0.1372,-2.2601,0.032],[-0.8785,1.3838,7.7199,14.8827,-1.9987,-1.085,-0.5285,-1.025,-0.2259,-1.8769,-0.0605],[-1.2028,2.2508,6.7937,16.7863,-2.114,-0.1981,0.192,-1.0213,-0.3394,-2.4246,-0.0764],[0.7968,2.0095,4.9695,14.8422,-1.0322,-0.2772,-0.5845,-1.2329,-0.5209,-2.7122,-0.252],[0.5948,2.0071,5.5355,13.3045,-1.4966,0.2828,0.0385,-1.1482,-0.1448,-2.5261,-0.3341],[-2.0665,2.1081,5.6712,10.7982,-2.316,-1.6736,0.1891,-0.875,-0.1034,-1.5301,-0.1223],[-3.062,0.7971,7.871,16.9331,-2.9654,0.571,0.3794,-1.1017,-0.3176,-1.7955,-0.1253],[-0.6759,0.5178,3.9241,8.774,0.2972,-2.2845,-1.871,-1.6119,-0.2878,-2.2068,-0.0438],[-0.0809,0.6884,9.1303,19.2507,-3.8929,0.3691,0.47,-1.8616,0.1583,-2.5238,0.0581],[-0.3251,-0.0559,9.6777,17.8226,-4.0048,1.1884,-1.7984,-1.4921,-0.0636,-2.357,0.3449],[0.7087,0.1778,10.9108,15.1,-3.1407,1.2056,-3.0206,-1.1161,-0.2026,-1.9843,-0.1761],[0.7799,0.4175,5.581,14.7245,-2.251,-2.5797,-2.481,-1.4593,-0.542,-2.5381,-0.0073],[1.4819,2.8052,4.3415,12.5818,-3.0947,-2.1343,-2.7154,-1.4422,-0.3257,-2.8648,-0.2513],[2.6599,1.5893,4.1114,10.4219,-2.5048,-0.2639,-0.4992,-1.337,-0.18,-2.5667,-0.0641],[-0.5169,-1.0403,6.0283,13.9002,-4.8986,0.1445,-0.6346,-1.2301,-0.0909,-2.4163,-0.0312],[-1.0239,-0.5416,3.2576,9.8808,-3.5294,-1.5634,-0.8308,-1.2229,-0.1833,-1.4164,0.0777],[-2.0872,0.6583,2.3499,7.6042,-3.1134,-1.2327,-0.1719,-1.0901,-0.3844,-0.9165,0.0137],[-0.4447,0.5919,2.0316,5.8424,-2.7603,-0.9011,0.4803,-1.5613,-0.0327,-1.1341,-0.0217],[-0.4562,-0.5738,5.1324,10.6291,-1.56,1.5263,1.9896,-1.6654,0.0746,-2.0178,-0.1845],[-0.7055,-1.0434,6.4931,14.4047,-2.829,0.2897,1.5021,-1.8974,-0.0749,-2.5161,-0.0756],[-0.1666,0.1087,9.5679,17.9461,-4.2241,0.5926,-0.1182,-1.3715,0.0901,-2.3627,-0.1128],[-0.5142,-0.7421,12.9471,17.2629,-3.8709,0.0758,-1.1522,-1.1729,-0.1884,-1.6697,-0.1458],[-2.3786,-0.4679,9.2234,19.6767,-2.9517,-2.2058,0.1609,-1.4655,-0.279,-2.9697,-0.3974],[0.5136,-1.4954,9.088,17.2367,-3.9905,0.9731,0.1998,-1.6367,-0.0194,-2.4805,-0.1733],[-1.347,-0.6355,9.513,17.5498,-3.3711,0.0998,0.028,-1.0456,-0.2115,-2.3027,-0.4567],[-2.0434,0.0703,7.9611,17.879,-2.589,1.1023,0.6669,-1.6853,-0.3098,-2.1703,-0.3562],[-1.1092,-0.759,7.5541,19.5872,-3.4143,-0.9721,0.2569,-1.586,-0.2175,-2.63,-0.3058],[2.6859,-1.9393,4.1622,13.5796,-3.7539,0.0805,1.1662,-1.9288,-0.0401,-2.218,0.0181],[0.4422,-0.9229,8.8185,13.7863,-4.1451,-0.6115,0.7316,-1.0415,0.0064,-1.2549,0.0429],[0.1253,-0.5036,6.2741,15.5965,-3.5452,0.0458,1.6417,-0.7977,-0.132,-2.0469,-0.4785],[0.8674,0.8461,4.8514,12.4868,-3.4308,0.9883,1.8232,-0.6639,-0.1683,-1.581,-0.044],[1.6686,0.9599,4.8014,7.9527,-2.4086,-0.2026,0.1744,-0.5568,-0.2643,-1.5523,0.0957],[-2.5151,-2.9181,6.1463,15.1483,-2.1128,0.7504,1.1602,-1.5792,-0.5731,-1.9556,0.24],[-0.7479,-2.4765,5.6192,12.8789,-2.6221,0.7948,0.635,-1.2943,-0.2339,-1.8636,0.1324],[-2.9223,-0.9879,6.7243,15.2654,-2.2155,0.3055,-0.6384,-1.154,-0.5365,-2.2673,-0.1977],[-3.2029,-0.636,7.9575,16.3463,-1.0158,-0.8236,-1.0054,-1.1438,-0.4162,-2.0185,-0.128],[-3.7464,-1.478,9.1367,17.7577,-2.1859,-0.5647,-0.2335,-1.0578,-0.3989,-2.2476,-0.2151],[-4.1843,-2.0709,8.5996,18.7982,-2.1588,-0.203,0.0888,-0.7408,-0.3544,-1.8641,-0.5077],[-2.3605,-3.1713,6.5808,17.605,-2.352,-0.8875,-0.2925,-1.0892,-0.7515,-2.5238,-0.6168],[-3.0257,-0.6886,8.6218,17.3081,-2.0507,-0.0239,-0.6001,-1.2282,-0.0857,-2.1178,-0.2796],[-0.9467,-0.7524,11.8718,14.6015,-1.7294,-0.2405,-0.8608,-0.8823,0.0683,-1.2652,-0.2563],[-3.3349,-0.735,10.085,19.771,-1.9061,-2.6666,-1.5531,-1.41,-0.2545,-2.0394,-0.2386],[-2.8266,-2.0816,9.814,17.7241,-2.646,-1.5592,-0.3445,-0.7365,-0.2156,-1.5341,-0.1514],[-2.0487,-2.3464,12.0844,15.5828,-2.092,-1.8088,-0.5383,-0.6082,-0.0466,-0.9236,-0.2273],[-3.3558,-1.1894,10.4551,21.1248,-2.2603,-1.6871,-1.0856,-1.2574,-0.1572,-1.8535,-0.2978],[-3.0032,-1.7772,10.3588,17.5305,-2.5859,-1.1131,-1.8575,-0.7156,-0.2611,-1.6505,-0.3589],[-1.1956,-1.9771,12.1583,14.7525,-2.6085,-1.7293,-2.3652,-0.5367,-0.1735,-0.8843,-0.3344],[-4.115,-1.0888,10.2194,21.3289,-2.0135,-2.1416,-0.5955,-1.1735,-0.2716,-1.8319,-0.2411],[-4.1702,-2.0701,10.0773,17.9746,-1.9306,-0.4827,-0.525,-0.8625,-0.519,-1.6203,-0.3588],[-2.4602,-2.3921,11.589,14.659,-1.5371,-0.909,-1.4288,-0.5394,-0.3946,-0.6356,-0.5196],[-4.4153,-0.9722,9.8864,19.8813,-2.4289,-1.5781,-0.7558,-1.1365,-0.4629,-1.9834,-0.0932],[-4.2904,-1.8952,10.4628,16.7611,-2.3638,-1.3016,-0.8358,-1.066,-0.3421,-1.6517,-0.2273],[-2.2104,-1.8031,10.9142,12.6791,-1.52,-1.566,-1.8226,-0.5939,-0.3078,-0.7588,-0.2582],[-2.2189,-1.0324,8.6693,15.5226,-0.8895,-1.1305,-1.5394,-0.7749,-0.1841,-1.7994,-0.1374],[-4.3194,-1.7048,10.2425,21.2487,-1.9657,-2.3955,-0.2565,-1.3195,-0.4801,-1.8902,-0.1542],[-4.1364,-2.8653,10.9182,19.2642,-2.888,-0.2534,-0.3341,-1.4587,-0.3098,-1.8047,-0.085],[-1.9033,-3.8424,12.2396,13.6642,-1.8632,-0.793,-2.5158,-0.7225,-0.1059,-0.5512,-0.282],[-2.7838,-3.1279,9.1145,15.8614,-1.1124,-1.9764,-2.7192,-1.1171,-0.0185,-1.2418,-0.4634],[-3.8517,-1.9741,10.4389,21.2415,-1.7094,-1.9415,-0.1697,-1.3155,-0.4255,-1.8764,-0.1189],[-3.9467,-2.8884,10.2731,19.0332,-2.9154,-0.5337,-0.0295,-1.4729,-0.3987,-1.7919,-0.0322],[-1.9476,-4.0996,11.3527,12.869,-2.0559,-1.097,-2.3233,-0.8407,-0.2378,-0.6528,-0.3455],[-2.325,-2.5697,9.1416,15.3846,-0.8321,-1.2752,-2.4408,-0.8254,-0.2435,-1.1774,-0.6818],[-4.0525,-1.6858,10.3791,21.0713,-2.1432,-1.9972,-0.4746,-1.3482,-0.3576,-1.9534,-0.1741],[-3.6726,-2.4583,9.9453,18.1836,-2.9611,-0.2626,0.2996,-1.4811,-0.3729,-1.9742,-0.2262]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"A **prime number** is a natural number greater than 1 that has no positive divisors other than 1 and itself. In other words, a prime number is a number that can be formed by multiplying only 1 and itself.\n\nHere are the key characteristics of prime numbers:\n\n*   **Definition**: A prime number is a whole number greater than 1 that has exactly two distinct positive divisors: 1 and the number itself.\n*   **Examples**: The first few prime numbers are 2, 3, 5, 7, 11, 13, 17, ","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONONENENENENE","n_tokens":8,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"A **prime number** is a natural number greater than 1 that has no positive divisors other than 1 and itself.NO positive divisors other than 1 and itself.\n\nNO positive divisors other than 1 and itself.\n\nNO positive divisors other than 1 and itself.\n\nNO positive divisors other than 1 and itself.\n\nNO positive divisors other than 1 and itself.\n\nA prime number is a natural number greater than 1 that has no positive divisors other than 1 and itself.\n\nNO positive divisors other than 1 and itself.\n\nA prime number is a","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"A **prime number** is a natural number greater than 1 that has no positive divisors other than 1 and itself. In other words, a prime number is a number that can be formed by multiplying only 1 and itself.\n\nHere are the key characteristics of prime numbers:\n\n*   **Definition**: A prime number is a whole number greater than 1 that has exactly two distinct positive divisors: 1 and the number itself.\n*   **Examples**: The first few prime numbers are 2, 3, 5, 7, 11, 13, 17, ","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true}}},{"id":"prose-05","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Why is the sky blue?","tools":[],"prompt_tokens":29,"decision":{"rms":0.3289284255505158,"sumsq":110.78953895438462,"hb":[0.05014,0.02517,-0.45649,-0.29712,-0.04972,-0.03917,-0.30882],"lse":23.521905809260872,"logits":[12.216,13.41,9.145,16.564,13.217,10.559,9.701,10.318,9.133,8.425,8.277,8.386,16.876,13.055,11.083,13.447,14.099,11.655,12.903,14.585,17.272,12.912,12.978,12.175,12.331,12.342,13.102,16.125,11.481,12.294,12.903,11.03,6.823,11.007,5.017,7.229,7.782,10.0,6.834,5.791,9.283,5.55,5.703,9.815,6.919,5.247,2.731,6.712,6.441,16.421,2.723,5.413,3.945,1.631,4.177,3.97,3.446,6.916,10.358,10.984,1.936,16.426,2.663,3.508,5.283,4.341,0.136,11.302,-3.812,23.406,3.593,5.751,9.605,-0.12,15.501,3.286,8.062,6.849,4.476,9.184,13.239,1.883,8.654,13.998,12.734,4.571,4.381,2.944,8.856,6.411,0.708,9.435,18.896,7.208,4.272,11.996,13.587,-2.633,-0.584,4.578,10.471,12.294,-3.195,4.185,1.95,17.53,16.045,1.953,1.318,9.582,2.087,12.524,9.813,3.17,9.903,13.353,18.588,6.461,12.281,3.674,14.459,12.016,15.133,13.747,19.494,3.981,2.451,10.892,7.583,12.386,0.027,9.041,-0.695,5.342,10.487,8.086,4.684,14.836,2.127,11.282,7.351,17.061,12.967,5.648,-0.643,8.691,15.133,4.821,13.954,2.322,0.287,9.135,2.925,9.095,14.425,5.756,7.793,3.026,11.167,8.601,12.045,-1.723,8.943,-0.515,11.039,-0.811,6.221,2.384,-5.052,6.036,14.659,14.545,18.991,11.395,2.129,2.679,4.496,11.091,14.94,6.891,9.146,2.208,4.724,2.284,6.84,9.238,8.823,8.789,1.86,12.708,15.384,-0.257,15.931,2.45,3.845,5.32,9.035,16.436,6.211,-0.25,11.758,7.29,14.211,4.954,15.22,11.462,9.33,1.254,1.416,14.569,5.218,10.706,11.217,-0.224,5.643,3.587,0.643,-0.535,1.079,4.225,5.982,7.967,5.633,1.822,0.63,8.716,5.283,-0.769,1.383,7.887,5.359,-3.489,-0.143,6.805,15.735,8.967,4.431,9.859,11.177,11.218,4.458,1.552,5.129,0.484,1.053,7.556,1.274,0.169,6.794,5.928,1.7,1.577,13.838,12.308,8.083,-3.144,7.078,6.447,13.314,18.01,5.204,9.6,2.483,-1.153,-0.686,8.987,0.839,11.745,3.934,14.607,0.92,0.79,-3.81,1.388,-1.203,12.058,11.019,0.124,9.994,0.664,8.333,10.575,1.604,5.13,8.839,4.758,0.527,1.93,14.366,9.358,0.675,13.761,11.134,3.773,6.67,7.311,4.013,12.909,13.354,7.345,12.736,7.308,-0.905,17.505,16.966,13.054,4.6,7.432,-2.082,14.33,9.978,4.247,17.446,11.136,-1.244,-3.041,13.484,3.38,-3.551,-4.463,4.241,12.641,4.711,11.913,3.194,7.597,1.199,-0.9,13.725,8.927,15.105,5.973,3.886,12.108,9.983,4.863,15.829,0.042,1.909,10.018,-3.052,4.274,5.965,7.181,1.759,9.737,16.762,1.809,6.776,0.068,7.413,0.299,-0.945,-4.827,-5.489,16.824,9.754,15.142,9.609,8.605,1.352,3.312,1.273,1.862,7.577,4.983,7.009,1.836,1.527,-0.06,6.658,6.195,-0.234,10.083,15.557,-2.316,13.289,12.031,14.766,14.032,5.431,-0.017,11.883,-1.174,8.704,8.997,-0.259,-3.066,1.964,6.243,14.73,5.591,9.078,17.272,0.398,7.427,11.89,7.761,1.125,-2.039,5.211,1.144,7.553,10.545,9.709,-0.638,8.459,9.776,-1.721,-2.395,8.721,7.113,5.051,-0.1,10.164,14.131,-2.273,7.363,11.8,11.952,4.867,12.308,-0.909,0.116,0.88,13.968,-1.451,-2.502,11.044,-3.508,14.126,10.449,-1.169,6.96,0.354,3.572,5.649,2.814,9.206,11.503,10.68,0.426,4.882,7.327,-2.61,2.268,10.161,3.833,10.18,0.773,13.146,-4.882,11.2,-5.343,0.762,0.261,10.509,6.168,9.117,-1.334,-1.186,12.65,3.027,8.778,6.245,5.186,-0.383,2.017,12.857,7.45,8.928,10.002,7.92,-1.647,-1.501,-0.024,1.246,12.968,10.095,-2.3,3.149,5.435,11.615,3.75,13.665,16.133,-2.39,4.92,14.88,8.391,13.295,-0.162,11.115,-2.184,7.201,7.22,13.227,1.356,11.371,0.134,9.61,1.369,13.409,10.128,1.84,4.758,2.299,9.266,10.192,13.552,1.588,6.539,-0.718,0.326,12.354,0.149,4.536,14.144,0.153,13.55,8.248,1.764,2.477,-0.863,5.156,8.739,-4.222,-2.235,10.418,7.863,2.151,16.509,3.672,-1.291,2.62,3.328,2.921,2.438,7.697,4.211,13.21,0.231,0.526,3.723,-3.54,2.99,9.624,7.634,3.827,3.581,1.165,11.292,-0.557,2.123,3.181,10.157,-0.614,10.154,0.783,7.189,8.237,2.109,-3.101,1.695,12.904,10.965,2.987,-1.314,11.582,-2.802,0.354,4.14,1.504,13.749,0.601,3.367,-3.14,15.595,4.305,-3.177,-0.662,7.221,2.448,-0.139,18.11,-3.661,3.876,-0.988,2.789,-0.439,6.69,8.938,-4.747,2.754,0.53,-4.034,-0.535,-3.61,0.95,9.521,3.301,12.309,15.269,8.495,11.339,13.074,4.325,2.924,-1.259,-1.801,17.448,3.273,6.487,14.266,0.609,-0.059,-2.99,7.096,12.804,11.219,10.969,-0.812,4.1,4.328,13.411,17.91,6.868,7.895,-0.141,-1.508,4.234,-0.98,0.093,12.114,7.408,9.55,11.348,-2.347,-2.398,-0.275,8.77,2.367,9.862,11.041,7.781,12.114,14.75,-4.584,2.474,8.924,1.641,0.04,10.169,13.64,-4.301,-2.135,15.14,9.652,0.412,4.825,8.413,9.41,7.389,9.746,0.828,2.487,8.562,0.139,10.218,10.445,-2.359,-1.973,4.716,14.229,-5.602,13.742,12.394,-1.732,0.648,0.069,0.245,3.447,2.309,8.563,0.436,-0.724,-3.136,10.519,6.219,12.969,5.314,12.787,12.886,12.984,1.738,14.294,-2.307,4.745,18.134,-1.373,7.181,1.596,-2.446,-1.77,7.517,-0.994,8.53,0.67,-0.054,4.584,9.428,-4.542,14.244,5.379,0.864,0.358,5.491,-1.188,0.127,0.746,0.536,0.649,0.032,-1.141,-2.102,10.852,0.592,8.831,7.278,0.845,13.092,-2.732,-5.016,3.349,0.142,13.065,6.571,-2.717,2.252,-0.608,3.704,4.437,9.439,-2.727,8.756,-1.587,3.328,1.083,9.129,-1.542,-1.154,7.083,-1.568,1.007,5.987,1.982,1.349,-0.377,0.086,4.638,2.742,-3.71,-3.598,13.264,2.719,3.195,-1.621,0.873,-3.806,-0.421,1.602,-4.599,4.769,7.339,-2.516,-0.507,14.294,8.023,-4.049,9.566,12.287,2.566,2.313,8.524,7.381,-2.423,7.411,-3.203,8.45,-1.058,12.016,-4.96,1.397,0.921,1.884,0.677,-4.26,-1.024,-0.871,-0.788,-0.433,1.488,6.005,1.239,-2.939,2.853,-0.286,-3.498,-2.986,4.554,2.761,0.233,-2.65,-0.275,-0.055,-0.274,0.576,-2.774,1.476,0.167,-2.404,0.563,2.119,1.728,2.759,-3.467,-4.77,-3.218,2.081,-2.02,3.197,-2.303,-1.868,2.091,-1.593,-2.394,-1.995,-1.605,-1.703,2.492,2.376,0.708,4.538,1.535,5.584,2.155,-3.474,-0.156,-3.337,-1.738,4.039,-1.391,1.605,-1.75,1.027,-1.14,-3.338,-1.506,0.721,-0.068,1.51,-1.754,7.906,-3.067,-2.394,-2.275,-0.74,-2.281,-5.182,-0.112,-4.872,0.827,-2.609,-4.464,1.704,-0.664,-2.99,2.529,0.058,-2.752,0.003,-0.137,-3.339,-0.901,-4.348,1.15,2.046,-6.539,-2.588,-2.223,0.78,2.846,1.522,-3.858,-4.115,5.157,-2.93,0.009,-0.262,1.837,-3.474,-1.078,-6.945,3.577,-3.486,1.913,-1.473,0.591,-0.501,0.633,-0.978,0.474,3.915,-2.014,-2.031,-2.332,2.159,-3.029,-0.37,-0.128,-2.006,-2.972,3.76,0.253,0.259,0.348,-1.511,-2.057,-2.433,1.348,1.005,1.715,-0.249,-4.695,-1.428,-0.926,1.082,-0.838,-2.375,3.408,1.786,-4.295,0.091,2.802,-0.999,-2.603,-2.577,-1.975,-0.373,2.553,-0.53,-2.287,-4.127,-1.058,-1.637,-2.184,-0.856,2.895,-2.707,-4.758,5.849,-2.392,-1.054,0.656,0.01,-6.782,-2.533,-3.154,-1.911,0.024,-0.537,3.636,-2.776,-5.312,1.929,0.751,-1.882,-3.485,3.624,2.898,-3.175,0.796,-0.914,-0.368,-2.952,-1.2,0.071,-3.521,0.714,-2.827,-2.031,-1.429,-0.405,-2.824,0.645,-2.645,-5.63,10.183,1.624,3.335,-1.402,-2.955,-3.379,-0.397,-1.713,-0.951,-6.177,-1.704,-2.688,-1.16,-2.116,-1.293,-3.837,-1.901,3.919,0.218,2.427,-5.682,-2.356,-0.42,2.549,0.231,5.064,-2.435,-0.34,1.286,0.184,6.415,9.881,3.154,3.292,4.35,16.406,10.988],"base_top":[[760,23.406],[2064,19.494],[3733,18.991],[1206,18.896],[1919,18.588],[68809,18.134],[44414,18.11],[7732,18.01],[50821,17.91],[1596,17.53]]},"positions":{"tokens":[760,12515,7701,6105,4016,310,264,24057,2512,2972,28232,60845,69377,93868,864,13273,948,37728,12611,279,8964,579,16078,13,271,8160,369,279,2923,13909,28253,1817,25,271,16,13,220,2972,29108,4009,64839,92217,7806,4009,369,22687,314,660,7736,314,279,9155,19142,318,1114,11,18016,11,13358,11,5983,11,6105,11,1214,7588,11,76990,553,198,17,13,220,2972,30280,440,6350,92217,1577,37728,33060,1472,279,16078,11,424,32785,3594,33470,321,13280,18167,20950,303,279,3594,13,198,18,13,220,2972,3217,29347,26898,2074,92217,8432,3000,682,264,22602,43796,1056,975,7736,13,10235,310,279,20665,314,3000,11,22602,89661,513,35742],"text":["The"," sky"," appears"," blue"," due"," to"," a"," phenomenon"," called"," **","Ray","leigh"," scattering","**,"," which"," occurs"," when"," sunlight"," hits"," the"," Earth","'s"," atmosphere",".","\n\n","Here"," is"," the"," step","-by","-step"," process",":","\n\n","1","."," "," **","Sun","light"," Composition","**:"," Sun","light"," is"," composed"," of"," all"," colors"," of"," the"," visible"," spectrum"," (","red",","," orange",","," yellow",","," green",","," blue",","," ind","igo",","," violet",").","\n","2","."," "," **","Interaction"," with"," Air","**:"," As"," sunlight"," travels"," through"," the"," atmosphere",","," it"," encounters"," air"," molecules"," and"," tiny"," particles"," suspended"," in"," the"," air",".","\n","3","."," "," **","Sc","attering"," Mechan","ism","**:"," Blue"," light"," has"," a"," shorter"," wavelength"," than"," other"," colors","."," According"," to"," the"," physics"," of"," light",","," shorter"," wavelengths"," are"," scattered"],"proj":[[3.2904,-2.5056,8.9543,11.8619,-1.3581,-0.6273,0.561,-1.1063,0.2552,-1.1277,-0.0059],[-0.4619,-2.5887,8.7294,18.3455,-0.544,-0.9762,1.7084,-1.3995,0.1195,-1.7438,-0.2435],[-1.0488,-1.4145,8.6873,17.5123,-0.782,-2.3128,-0.765,-1.375,-0.4504,-2.2071,0.1046],[-1.6076,-0.6216,9.1145,17.7474,-1.4971,-0.2078,-0.7697,-1.659,-0.3652,-2.2743,-0.1962],[-0.5962,-1.4144,7.3864,18.364,-2.5384,-1.7291,0.5231,-1.5025,-0.5751,-2.3103,0.2295],[-0.7523,-0.0026,5.7239,15.2138,-0.2972,1.3265,1.8121,-1.2882,-0.056,-2.0078,0.1921],[-0.8486,-0.6023,4.84,13.7659,-0.4966,-0.1216,1.0452,-1.3851,0.0797,-1.7275,-0.0096],[-1.3426,-0.3727,4.9807,13.88,1.0219,-1.1291,1.6427,-1.1033,-0.2073,-1.3006,0.0213],[-0.8612,-2.7354,5.5627,17.5565,-0.6836,-0.096,-0.6008,-0.7973,-0.3224,-2.1527,0.0603],[-0.7501,-0.788,6.7111,14.844,-1.0391,-0.5153,1.2605,-1.2168,-0.0297,-1.6733,-0.1071],[0.282,-0.4961,8.8977,9.3086,-0.0921,-0.4276,2.1321,-0.8805,0.0727,-1.3001,-0.1032],[-0.7295,-0.8481,8.1114,13.3976,0.6402,-0.1165,0.0929,-0.5271,0.0625,-2.0022,0.0431],[0.0394,-0.252,7.9775,12.8263,1.1544,0.6259,-0.1792,-0.7787,-0.057,-1.5846,-0.1985],[-1.0315,-1.8418,7.8831,19.6236,-1.3521,0.8494,-1.4142,-1.2742,-0.1922,-2.1273,-0.1741],[0.1784,-2.4614,6.6903,18.7377,-1.0,-0.7873,-0.0117,-1.3366,-0.3061,-2.1378,0.3051],[0.2706,-0.6422,5.857,17.2689,-1.732,-0.4814,-0.4535,-1.0622,-0.2534,-2.0821,-0.0295],[0.8924,-0.8802,4.5674,16.2698,-1.2387,-0.1261,0.3968,-1.3984,-0.41,-2.3143,-0.0898],[-0.1698,-0.6553,5.5459,11.7053,-0.8117,-1.1119,-0.3888,-1.2973,0.0563,-1.3223,-0.5764],[-0.7947,0.6191,5.6578,12.6084,-0.3086,-1.0892,0.0961,-1.1875,-0.085,-1.4811,-0.0708],[-0.6508,0.195,5.5633,13.2906,-1.1681,-1.5432,-0.7189,-1.0786,0.1362,-1.5358,-0.6851],[-0.4177,0.3075,5.7038,13.0927,0.1622,-1.4955,0.9449,-0.4235,0.1532,-1.1805,-0.7486],[0.4766,0.3778,7.5081,18.0625,1.1188,-2.3841,1.4722,-0.7113,-0.1223,-2.0686,-0.1282],[0.5731,0.9159,4.8582,11.425,0.3677,-2.1963,0.8005,-0.694,0.1108,-1.7013,-0.6721],[-1.1215,-1.3082,5.3209,15.8294,0.4382,-1.4143,0.3218,-1.6691,-0.0963,-2.3751,-0.323],[1.4692,-2.88,4.323,13.8423,-0.9245,-0.5697,1.292,-1.6021,0.2158,-1.4449,-0.0092],[2.6214,-2.7924,5.6174,9.0534,-1.5732,0.0042,0.5229,-1.176,0.1499,-1.478,-0.0381],[-0.8402,-1.6749,5.5623,17.0079,-2.1067,-0.2343,1.8379,-1.4819,0.1358,-2.141,-0.2071],[-0.9027,-1.8663,8.1772,19.9326,-3.0325,1.0226,-0.0052,-1.5724,-0.0265,-2.3807,0.0321],[-2.0909,-2.1933,7.4427,19.4006,-0.8912,1.6637,-0.2422,-1.1279,-0.1262,-1.5693,-0.0109],[-1.7037,-1.4883,8.868,18.1131,-2.2095,-1.9393,1.9357,-0.7609,-0.3158,-1.3999,0.5323],[-3.2396,-1.5185,8.5537,18.0049,-2.0956,0.4347,-0.0619,-1.29,-0.1915,-1.3083,0.3799],[-2.008,-1.4858,8.4046,18.8442,-1.6765,-0.4446,-0.6079,-1.2209,-0.1616,-1.2064,0.3555],[-2.4054,-2.0055,7.6256,19.9326,-2.2467,1.0784,-0.9665,-1.8911,-0.1608,-2.2399,0.1435],[-0.8092,-1.6704,6.4816,16.1553,-2.5727,-1.1789,2.1218,-1.5618,0.14,-1.7592,0.1024],[0.4925,-3.5539,9.6379,14.0375,-3.55,-0.1792,-0.2043,-0.8636,-0.0214,-1.4613,0.0317],[-1.0799,-2.0086,7.0151,15.4676,-1.9986,-2.4707,-1.0872,-1.1241,0.1405,-1.8977,0.1406],[0.4385,-1.5844,7.0002,13.369,-0.8462,-1.2316,1.1238,-0.6641,0.0951,-1.3613,-0.1086],[0.8397,-1.2694,6.3618,13.7557,-0.9683,-0.5415,0.9502,-1.0509,0.0718,-1.522,0.117],[0.0232,-0.308,6.7169,10.5061,-0.2776,-0.0904,0.6728,-0.8138,0.103,-1.4238,0.0626],[0.1919,0.5062,6.4135,13.2701,0.2863,-0.7158,-0.3303,-1.3695,0.388,-1.1132,0.0208],[-0.0651,0.3296,4.1404,10.6739,-0.2515,0.0099,0.2234,-1.3627,0.1068,-1.5289,0.3097],[-0.5306,-1.0631,7.667,17.5774,-2.205,-0.0071,1.7577,-1.5662,-0.154,-1.7731,0.2742],[1.6032,-0.6522,4.5987,11.435,-1.0252,-2.0162,3.3918,-1.0092,0.122,-1.3078,-0.0458],[0.2217,0.2181,8.1757,14.2277,-0.2585,-2.2058,1.4715,-1.2104,0.2627,-1.2593,-0.0127],[-0.5109,0.1839,5.4751,13.4356,-0.7645,-1.7508,1.3981,-1.1981,-0.0861,-1.7714,0.271],[0.0265,0.4299,5.5882,12.2401,-0.0782,-1.7568,0.9013,-1.632,-0.0122,-1.8348,-0.1448],[-0.3991,-0.8283,5.4254,13.5469,-1.2383,0.5389,1.6159,-1.6394,0.0953,-2.2981,0.1589],[-0.0349,-0.0886,4.0165,10.3053,-1.6352,-0.0997,0.6442,-1.3938,0.15,-2.0296,-0.0176],[-1.729,1.363,3.986,10.6679,-0.3656,-0.6388,0.6981,-1.3218,-0.4462,-1.7975,-0.1807],[-0.8849,-1.1185,4.9903,15.0667,-0.2208,1.7005,0.1618,-1.7939,-0.4702,-2.6219,-0.0134],[-0.0275,1.4401,3.8537,10.5948,-3.0855,0.9624,-0.0299,-1.4565,-0.1679,-1.9483,0.0888],[-1.1975,0.9112,4.4609,10.7089,-1.9617,0.186,-0.7366,-1.0991,-0.3162,-1.7012,0.3452],[-1.5739,1.2501,5.9751,14.6231,-3.0052,0.3591,-0.7283,-1.0674,-0.1341,-1.4307,0.1271],[-1.4151,-1.1443,3.0069,11.4906,-1.9423,1.0026,-0.1442,-1.5769,-0.3739,-2.5334,0.2664],[-0.7281,-1.1594,8.0508,8.2115,-0.2312,-0.865,-0.4675,-1.6157,-0.2057,-1.6652,0.2776],[-3.4908,-1.0666,6.2087,14.1437,-0.8476,-0.0958,1.2993,-1.5117,-0.6025,-2.4047,0.2197],[-2.8951,-0.894,6.0957,11.9156,-1.258,-0.434,0.5128,-1.3223,-0.4633,-2.0736,0.1578],[-4.7719,-0.5277,6.411,15.2111,-1.4066,-0.237,-0.1186,-1.4924,-0.6127,-2.1725,0.2045],[-3.0359,-0.6024,6.1266,11.6344,-1.4603,0.0696,0.8937,-1.1863,-0.4623,-1.8126,0.2056],[-4.5914,0.0265,6.6755,14.2944,-2.6284,-0.6302,0.1673,-1.3134,-0.5708,-1.9868,0.105],[-3.4696,-0.5667,7.4016,12.6932,-1.6659,0.2115,-0.2338,-1.5014,-0.4523,-2.0122,0.0356],[-4.3987,-0.9019,8.0479,16.803,-0.8425,-0.3843,1.2083,-1.2721,-0.4107,-1.888,0.2344],[-2.731,-0.6129,7.6271,12.5511,-0.3766,0.1103,-0.1468,-1.4465,-0.4491,-1.9704,0.1348],[-4.0543,-1.6565,5.8395,14.0001,-1.804,-0.2901,1.4319,-1.1021,-0.4801,-1.9134,0.0481],[-2.9734,-1.3665,6.0742,11.7047,-0.6581,1.062,0.0644,-1.0594,-0.5198,-2.0528,0.0595],[-1.2707,-0.9946,4.8347,8.8834,-0.6147,0.9708,2.1137,-0.3265,-0.6357,-0.9742,-0.0972],[-4.3301,-1.8975,7.8004,15.0819,-0.6861,-0.6572,0.8588,-0.8173,-0.2661,-2.0066,0.0924],[-3.411,-0.9809,7.9356,12.8817,-0.5093,0.3414,0.3171,-0.6676,-0.3679,-1.9674,0.1786],[-2.529,-1.8659,6.6877,17.5888,-2.2886,-1.2758,0.6035,-1.4517,-0.5697,-2.6152,0.1908],[2.2508,-1.769,3.0034,11.2444,-1.6143,-0.249,1.0643,-1.901,0.0779,-1.8912,0.211],[-1.0226,-1.8625,9.2749,15.4307,-4.3265,-0.1324,0.2944,-0.9205,0.1869,-1.7022,-0.0091],[-1.7458,-1.8172,6.6635,15.7105,-1.0668,-1.3379,-0.4185,-0.9469,0.1159,-1.9617,-0.1882],[-0.9508,-1.5472,7.394,14.1354,-1.1847,-1.9414,2.2306,-0.8237,0.2261,-1.2897,-0.3417],[0.5982,-0.5338,5.0089,12.2565,-0.7628,0.2209,1.6335,-0.941,0.1081,-1.3445,-0.2164],[1.3606,0.0841,5.8102,9.2125,-0.4299,0.0329,0.4349,-0.8037,0.0643,-1.3943,-0.0744],[0.2435,-0.7361,4.6228,15.3774,-0.8986,1.1272,0.6178,-1.6272,-0.2823,-2.2807,0.0118],[0.7716,-0.1517,4.2428,12.1297,-1.1485,-0.4235,1.2213,-1.5535,0.2899,-1.2498,-0.0516],[0.141,-0.0111,4.0928,10.7361,0.7708,-0.3895,1.7356,-1.144,0.0118,-0.7955,0.282],[3.0035,-2.1004,3.3802,12.5063,-1.5932,-0.9398,1.0685,-1.4485,0.1434,-1.5881,-0.1713],[-0.1277,-0.8669,6.5171,16.4343,-1.769,-2.6572,-0.3737,-1.5894,0.2239,-1.5932,-0.4869],[-0.951,-0.0092,4.7374,12.2742,0.3729,-1.2747,0.4148,-1.13,0.1021,-1.444,0.0112],[-0.8741,-1.8468,5.3819,16.6671,-0.4548,-1.247,0.3856,-1.2909,0.1856,-1.9729,0.0468],[0.1448,-1.6237,4.3323,15.2151,0.5976,-1.8662,0.6957,-1.4683,0.551,-2.1974,0.0384],[0.0544,0.0353,3.8212,12.9782,0.9473,-1.5358,0.7857,-0.9008,0.2164,-1.6399,-0.1986],[-0.8128,-0.9817,4.2863,16.5593,0.4813,-1.9437,-0.2223,-1.2221,-0.099,-2.3279,-0.0264],[1.4254,-0.1023,2.452,10.6493,-1.1683,-2.3199,0.196,-1.2714,0.2217,-1.5737,-0.586],[0.4485,1.1373,3.5242,10.0757,-0.9678,-0.7446,0.3852,-0.7252,-0.0488,-1.5353,0.0246],[0.7285,0.6619,4.1671,12.1401,-0.4795,-1.7402,-1.0278,-0.7583,0.2806,-1.4045,-0.6286],[-0.0319,0.5166,5.7262,13.9304,0.3563,-1.6724,-0.5264,-0.8652,-0.0532,-0.9595,-0.1089],[-0.0399,-0.2975,6.4412,17.361,-2.508,-1.9025,-0.9215,-1.4112,-0.1891,-2.1002,-0.4088],[0.8199,1.0266,3.8482,11.2837,-0.7207,-2.9659,0.572,-0.7313,0.1489,-0.9989,-0.9471],[0.1383,1.0992,5.5791,12.9317,-0.6582,-2.7107,1.0563,-0.9945,0.28,-0.6762,-0.6589],[0.2097,-0.1011,4.4617,14.0744,-1.33,0.384,-0.5244,-1.2455,-0.1846,-2.105,-0.5451],[0.1372,-1.0377,6.3435,17.2531,-2.078,-2.4803,-0.248,-1.7047,-0.1942,-1.9686,-0.5274],[0.5489,-0.2844,5.3972,15.7951,-1.4985,-2.6377,-0.3033,-1.804,0.4544,-1.784,-0.286],[0.5424,0.4371,5.1694,14.2435,0.0043,-2.3842,0.0003,-1.3276,0.1924,-1.7441,-0.2255],[-0.148,-1.0725,5.1491,16.5404,-2.0084,-1.8011,-0.8747,-1.3338,-0.3285,-1.9905,-0.5025],[2.8581,-1.8022,2.9178,12.8841,-2.1516,-0.7107,1.0018,-1.4642,-0.0362,-1.6931,-0.2202],[-0.9937,-2.3034,9.7175,15.6657,-4.0559,-0.6969,0.075,-0.9504,0.0676,-1.7559,-0.0502],[-2.2098,-2.376,7.4364,16.276,-0.5251,-0.9765,-0.3,-0.77,0.0332,-1.9892,-0.2727],[-0.7571,-0.7102,7.2962,13.0923,-0.4864,-0.2898,1.8421,-0.4524,0.0843,-1.0235,-0.4775],[0.617,-0.237,6.3235,13.2204,-0.2826,0.5112,0.7051,-0.8222,-0.1253,-1.581,-0.392],[1.5588,-0.0148,6.4466,9.4058,0.3595,0.434,-0.3906,-0.5292,-0.1417,-1.4323,-0.2788],[-0.236,-0.7822,4.2401,11.6806,-2.6664,1.7525,-1.729,-0.4482,-0.5476,-1.214,0.1857],[0.2246,-0.7103,3.3953,12.4169,-0.1565,1.186,0.4236,-1.4552,-0.1226,-2.0151,-0.057],[-0.4669,-1.3825,7.5695,17.0084,-1.3855,0.7298,1.3615,-1.5817,0.3063,-1.602,0.2716],[1.5837,-1.121,3.4487,11.7614,-1.7353,0.7473,1.8073,-1.2337,-0.0257,-1.8868,-0.1662],[3.0174,-2.0493,2.4824,9.2984,-1.7763,-0.5757,1.0052,-1.0581,0.0182,-1.3815,-0.374],[-0.6386,-0.0762,6.5798,14.2994,-0.3674,-0.7111,1.2418,-0.8197,0.0328,-1.5155,-0.3873],[-0.167,0.3499,4.4034,11.1008,-1.1343,-0.1337,1.8498,-1.0558,-0.2389,-1.7651,-0.0252],[-0.6505,-1.8117,6.4944,15.3306,-1.2166,1.7393,1.4913,-1.1215,-0.0405,-1.8751,0.0358],[-2.0845,-1.8443,7.3836,16.6702,-1.4749,0.553,0.8869,-1.1687,-0.086,-1.7101,-0.0313],[-1.0559,-0.7905,7.0156,13.8936,-1.2606,0.0199,-0.8031,-1.2592,-0.0897,-1.7573,0.2221],[-2.2189,-2.0208,6.1743,18.5444,-2.006,-0.4512,-0.8093,-1.3938,-0.3924,-2.9475,-0.1464],[-1.0799,-0.9002,8.9532,17.8754,-1.6271,-0.3678,-1.0845,-1.5529,-0.3654,-2.1574,-0.4292],[-2.2964,0.1842,7.676,17.3769,-1.243,-1.5056,-0.4692,-1.0492,-0.2687,-2.1801,-0.563],[-0.8026,-1.378,5.9726,17.9727,-0.0261,-0.0638,-1.0347,-1.8435,-0.4249,-2.8814,-0.2535],[3.8985,-1.735,2.197,11.0563,-1.2296,0.7684,0.4073,-1.3515,-0.0133,-1.8746,-0.1633],[0.9415,0.7484,3.7681,12.8494,-0.6014,1.1649,0.5503,-0.8161,-0.0277,-2.4227,0.1142],[1.0239,-0.4141,4.8303,14.8664,-0.92,-0.1523,-1.1258,-1.3086,-0.0877,-2.3503,0.3058],[-0.5535,0.526,4.9381,13.3432,0.2659,-0.6844,0.2575,-0.7027,-0.3802,-1.865,-0.1099],[-0.5547,-1.2455,6.4153,18.1995,-0.8066,0.0466,-1.3918,-0.8977,0.1593,-2.6628,-0.1847],[0.4657,-0.5459,6.5901,16.7493,-0.9263,-0.2234,-1.542,-1.4711,0.1682,-2.2656,0.2912],[0.1707,-1.291,6.4616,17.2076,0.9944,-0.8841,-1.1042,-0.9472,-0.176,-2.0724,0.1086],[1.2803,-0.6973,5.2965,14.5979,-1.7479,-0.6997,-0.2223,-1.5279,0.0659,-2.0407,-0.4294],[-1.6404,-0.4802,7.6722,17.3913,-2.0328,0.2244,-0.5273,-1.1755,-0.1945,-1.9446,-0.2314],[1.0458,0.7917,4.2545,10.737,-1.3314,1.6702,0.6244,-1.3852,-0.4422,-2.2526,0.0026],[-0.1493,0.226,5.4033,12.1656,-0.7763,2.0333,0.1753,-1.11,-0.4117,-1.5599,-0.3978]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"The sky appears blue due to a phenomenon called **Rayleigh scattering**, which occurs when sunlight hits the Earth's atmosphere.\n\nHere is the step-by-step process:\n\n1.  **Sunlight Composition**: Sunlight is composed of all colors of the visible spectrum (red, orange, yellow, green, blue, indigo, violet).\n2.  **Interaction with Air**: As sunlight travels through the atmosphere, it encounters air molecules and tiny particles suspended in the air.\n3.  **Scattering Mechanism**: Blue light has a shorter wavelength than other colors. According to the physics of light, shorter wavelengths are scattered","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":760,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"NO!NENE!","n_tokens":6,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"The sky appears blue due to a phenomenon called **Rayleigh scattering**, which occurs when sunlight hits the Earth's atmosphere.\n\nHere is the step-by-step process:\n\n1.  **Sunlight Composition**: Sunlight is composed of all colors of the visible spectrum (red, orange, yellow, green, blue, indigo, violet).\n2.  **Interaction with Air**: As sunlight travels through the atmosphere, it encounters air molecules and tiny particles suspended in the air.\n3.  **Scattering Mechanism**: Blue light has a shorter wavelength than other colors. According to the physics of light, shorter wavelengths are scattered","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":760,"identical_to_original":true}}},{"id":"prose-06","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Describe how a bicycle brake works.","tools":[],"prompt_tokens":30,"decision":{"rms":0.33422816752889417,"sumsq":114.38844720099587,"hb":[-0.05227,0.05093,-0.69474,0.20558,-0.28643,0.1782,0.06733],"lse":25.492462415191643,"logits":[12.999,15.534,9.277,13.941,11.119,7.644,8.116,7.645,7.317,6.804,8.339,7.953,25.339,22.65,14.431,13.368,15.199,12.998,13.26,14.025,14.916,13.799,13.434,11.086,12.697,14.694,14.513,14.925,11.089,12.294,14.439,10.378,7.701,15.374,7.022,4.244,8.15,8.296,7.249,5.413,6.531,5.579,6.532,9.655,4.308,6.617,6.424,8.529,5.074,18.679,0.712,2.167,1.512,2.671,4.807,6.202,0.132,7.837,14.851,8.54,-0.522,17.037,2.499,1.303,3.297,3.675,1.132,15.218,-4.241,21.706,5.522,5.105,15.44,-2.219,15.191,-2.401,9.658,4.994,3.726,11.407,11.958,1.963,9.368,14.012,14.546,5.847,1.911,4.402,10.578,4.854,2.362,12.907,22.405,6.967,4.105,15.116,14.756,-1.88,0.807,3.232,11.21,13.494,-1.651,3.03,1.086,13.608,18.159,2.326,4.515,11.076,1.733,8.742,11.322,3.451,12.053,13.788,14.83,9.213,11.309,1.041,16.204,9.998,16.711,14.16,16.231,2.918,1.121,11.547,8.796,11.95,1.0,10.413,0.244,8.898,10.569,6.955,3.557,16.425,1.952,12.576,9.476,15.245,12.042,5.665,-4.291,8.506,14.1,2.281,13.826,5.288,-1.826,10.018,0.588,8.517,12.019,2.506,7.028,1.634,10.209,10.521,13.466,0.879,10.501,-1.035,13.026,-2.079,5.079,1.601,-6.659,3.3,15.126,14.515,17.767,11.501,5.084,0.191,3.836,11.867,13.359,7.477,10.975,1.223,1.813,2.101,9.601,10.632,9.26,9.677,-1.154,18.25,12.672,-1.554,19.039,-0.002,5.502,5.914,11.592,13.256,10.012,2.335,13.837,7.588,13.647,2.276,11.85,10.604,7.5,1.555,1.984,14.645,2.287,12.13,12.428,-1.616,7.894,1.535,-4.521,-5.0,-0.438,6.55,3.961,9.007,9.998,-0.214,3.661,10.651,2.406,1.197,1.737,5.79,2.002,-6.455,-0.357,9.341,13.251,8.45,1.924,11.505,18.031,11.862,5.778,1.493,4.491,2.159,-1.524,8.012,0.06,-3.524,4.375,11.189,0.37,6.575,14.587,10.141,10.852,-5.921,6.272,7.259,11.639,17.175,1.143,9.5,2.675,-2.273,-0.168,5.029,1.086,14.05,6.945,19.715,-1.681,1.516,-3.619,1.969,0.171,9.763,11.584,0.871,9.843,-2.354,3.047,10.788,4.121,4.179,10.775,9.408,0.728,3.008,14.546,11.809,2.178,11.521,9.757,1.579,9.294,6.522,4.182,10.244,15.468,11.161,15.441,7.789,-0.274,13.383,11.16,9.502,2.384,10.37,-2.436,13.4,12.416,1.003,14.345,10.484,2.347,-4.196,14.148,2.739,-4.537,-2.846,3.827,11.279,8.397,9.574,2.443,9.062,0.707,0.749,10.386,11.198,14.919,1.099,3.028,14.279,9.5,1.671,15.386,0.258,2.012,9.494,-3.14,5.638,4.676,5.251,2.785,4.107,11.94,-1.065,4.157,-2.25,4.768,-0.258,-3.368,-3.146,-0.254,14.847,7.525,19.247,8.236,8.712,-0.749,9.831,-0.658,1.169,9.886,2.614,4.687,2.13,-1.142,-0.785,12.318,4.198,1.525,7.619,16.484,0.012,10.326,13.953,8.835,13.968,9.355,0.501,14.719,-1.453,10.918,9.555,-1.825,-2.95,0.516,7.569,11.486,5.827,6.893,15.504,-3.838,11.411,9.292,9.817,1.847,-0.773,3.196,-1.509,7.948,9.947,13.992,0.454,6.879,10.27,3.589,1.871,10.832,9.314,0.134,1.599,13.826,14.033,-7.029,9.234,10.468,8.216,7.577,12.083,-0.307,-2.313,-0.655,13.122,-1.711,-2.478,9.528,-4.941,12.871,11.262,-1.754,5.96,-2.58,3.798,7.541,4.825,9.7,9.977,12.544,1.381,7.809,2.712,0.959,-0.25,9.834,1.464,13.943,-4.161,14.653,-9.107,15.494,-6.56,-1.718,-2.206,10.712,8.143,7.89,-2.351,0.973,13.983,0.034,13.686,4.009,4.172,-2.622,-1.128,9.474,9.422,9.428,13.793,11.395,-1.867,-1.276,-0.206,1.37,11.813,10.12,-3.593,5.335,9.63,11.45,1.442,12.617,14.959,-3.001,1.529,14.754,11.718,10.487,0.167,14.696,-1.009,5.375,8.403,13.133,-2.418,12.385,0.509,8.853,3.047,9.841,9.738,-0.135,7.208,-0.207,8.88,12.97,14.439,5.506,6.265,0.387,0.679,12.338,1.817,5.256,14.059,-0.254,13.224,16.841,0.274,2.263,-2.66,7.676,10.775,-1.036,-6.062,7.918,5.964,2.227,11.419,2.012,-0.933,-1.712,3.814,0.57,-2.527,11.042,0.497,14.064,-5.964,-1.7,6.897,0.417,1.416,14.726,9.45,5.971,0.728,2.69,13.11,-1.588,1.641,5.391,15.404,0.13,13.527,-3.765,10.908,14.86,-0.693,-3.236,2.62,11.299,12.053,-1.998,3.628,13.931,-0.687,-1.505,4.228,-2.099,15.927,4.213,2.271,-4.602,11.91,-0.839,-3.835,-3.553,8.973,2.935,1.471,8.692,-1.374,6.041,1.18,2.921,1.347,8.452,3.671,-0.93,7.028,0.606,-1.952,-2.094,-4.336,-0.197,9.858,1.269,14.069,14.087,6.786,12.815,13.751,5.847,0.689,-1.024,3.21,12.75,5.837,6.086,16.04,-2.088,0.754,-5.119,2.515,10.491,7.903,10.991,-0.359,5.232,0.684,9.931,16.587,11.319,7.981,-1.023,-0.891,1.667,1.968,-1.807,9.921,6.635,7.726,16.383,-0.545,-0.78,0.431,10.982,1.713,9.178,10.762,6.934,11.827,12.108,1.291,3.196,7.385,4.0,2.035,14.9,14.067,-4.499,-0.22,7.038,9.497,-1.242,6.56,13.722,9.602,13.997,12.835,0.916,-0.935,11.694,-2.571,15.176,11.628,-4.761,0.932,4.568,13.671,-0.893,10.428,13.604,-2.66,2.368,-3.925,-1.81,1.384,4.888,11.866,-0.813,-1.757,-2.893,11.988,7.468,12.976,5.943,14.73,15.636,13.956,0.06,11.26,-2.523,4.754,11.954,-2.034,10.243,-1.104,0.763,-1.378,8.402,2.694,9.611,-1.653,-3.281,7.445,14.112,-1.996,15.893,10.379,1.545,1.847,0.945,-0.073,-2.266,-2.43,-0.492,-0.808,-1.418,2.332,-1.825,11.659,-2.01,12.736,8.426,-1.297,10.717,-0.848,-1.003,7.577,-1.131,10.843,9.134,-2.141,2.785,0.195,0.783,2.439,11.452,-3.39,11.13,-1.27,-2.866,0.556,13.621,-1.053,-2.73,9.676,-5.662,0.972,7.02,-0.317,-1.005,-0.044,2.054,1.871,-1.219,-0.666,-2.593,12.73,4.757,3.269,-2.166,-0.407,-2.546,0.253,2.472,-3.605,7.185,8.456,-4.728,-0.918,10.75,10.553,-2.785,10.346,14.992,3.38,2.305,8.535,7.335,-1.554,11.317,-3.032,7.734,-0.891,7.686,-4.468,-0.778,1.979,3.282,-0.799,-2.153,0.06,1.308,4.276,-1.219,2.711,-0.521,0.851,-1.379,3.088,-1.78,-3.006,-1.761,2.858,0.702,-2.694,-1.115,2.142,0.631,-1.0,-0.415,-0.271,-0.977,-0.116,-1.109,-0.358,1.568,-2.506,2.139,-4.872,-3.333,1.337,3.205,-3.894,2.185,2.403,-1.742,5.343,-1.387,-3.626,-1.194,-0.322,-3.295,3.132,0.518,4.544,3.511,1.219,0.418,1.911,-2.843,0.608,-0.72,0.741,0.308,-1.058,4.047,-0.207,0.819,0.99,7.92,-2.761,0.276,-0.104,-4.16,-1.009,4.026,-2.658,-2.042,-1.33,-0.429,-3.534,-1.061,1.207,-3.885,-0.46,1.741,-2.966,0.265,0.334,0.694,-1.101,1.159,-0.606,1.491,-4.498,-2.726,-0.181,-1.316,-0.964,1.287,-4.262,0.039,-1.233,1.971,4.341,0.686,-0.324,-4.861,4.497,-4.253,0.914,-1.74,-0.12,-1.774,-0.344,-2.332,3.087,-3.603,1.796,0.31,0.444,0.447,-0.674,0.522,-0.263,1.203,-2.52,0.361,-2.611,1.284,-1.081,2.112,-0.55,-2.008,-1.758,-0.795,2.31,-0.169,1.813,-1.118,-3.139,2.253,2.308,-1.48,1.033,-0.016,-1.778,0.662,0.078,4.902,-0.855,-3.094,0.867,0.668,-1.737,-1.401,4.164,5.221,-0.412,-0.64,-2.281,-0.781,1.631,4.034,-3.814,-3.644,-2.378,-1.952,-3.775,0.482,1.363,-4.933,-6.004,0.459,-0.901,0.04,-0.943,1.051,-5.555,0.279,-2.199,-4.252,-4.723,-0.91,-0.806,-2.227,-1.99,1.451,1.716,-0.898,-0.565,2.51,0.241,-1.197,-1.339,-0.49,-1.164,-0.538,-0.617,-0.323,2.301,2.9,-1.719,-0.874,-2.239,1.745,-1.492,-1.12,-1.558,-2.073,10.802,-0.62,2.575,-0.886,-1.356,1.191,-0.869,-0.687,-2.338,-1.075,-2.413,-2.956,-3.012,-1.606,-2.088,-2.765,0.735,5.439,2.753,0.462,-1.411,-1.846,0.328,1.344,2.728,-0.317,-2.147,-1.81,0.092,0.222,4.632,9.152,1.721,4.398,4.225,18.081,8.766],"base_top":[[32,25.339],[33,22.65],[1206,22.405],[760,21.706],[8160,19.715],[13962,19.247],[4350,19.039],[332,18.679],[4199,18.25],[1597,18.159]]},"positions":{"tokens":[32,33828,33473,1785,4138,539,32328,279,67943,4649,314,279,6992,33828,1083,21461,944,310,6103,466,2842,279,12899,13,1061,1817,32530,383,264,10286,314,21461,6599,321,264,15133,10728,310,1791,37296,13,271,8160,369,279,2923,13909,28253,29006,314,1204,424,5568,25,271,16,13,220,2972,760,18734,278,321,27593,92217,3095,279,35896,83419,11,279,8516,369,12854,3808,279,8516,81,793,314,279,3929,321,14218,21992,13,1061,6977,29612,88129,4649,310,279,21992,11,13969,1070,310,12253,13,198,17,13,220,2972,760,72696,75889,92217,561,35896,25224,264,26613,12037,310,279,33473,3579,24160,13,1061,26613,369,8173,310,264,33473],"text":["A"," bicycle"," brake"," system"," works"," by"," converting"," the"," kinetic"," energy"," of"," the"," moving"," bicycle"," into"," mechanical"," work"," to"," slow"," or"," stop"," the"," wheel","."," This"," process"," relies"," on"," a"," combination"," of"," mechanical"," components"," and"," a"," fluid"," medium"," to"," create"," friction",".","\n\n","Here"," is"," the"," step","-by","-step"," breakdown"," of"," how"," it"," functions",":","\n\n","1","."," "," **","The"," Ped","al"," and"," Chain","**:"," When"," the"," rider"," pedals",","," the"," chain"," is"," pulled"," across"," the"," chain","r","ings"," of"," the"," front"," and"," rear"," wheels","."," This"," movement"," transfers"," rotational"," energy"," to"," the"," wheels",","," causing"," them"," to"," spin",".","\n","2","."," "," **","The"," Brake"," Lever","**:"," The"," rider"," operates"," a"," lever"," attached"," to"," the"," brake"," handle","bars","."," This"," lever"," is"," connected"," to"," a"," brake"],"proj":[[2.4699,-3.878,9.6383,11.8259,-1.6433,-0.3615,0.7648,-1.1654,-0.0025,-1.5725,0.2759],[-1.0828,-1.9719,9.4829,18.4144,-1.3105,-1.4501,-1.9229,-1.2455,0.1402,-1.8713,0.0824],[-0.6101,-0.1239,10.3547,19.4321,-3.2439,-2.0352,-0.5771,-1.1163,0.1747,-2.0294,-0.0191],[-1.0835,-0.3041,7.1943,17.7491,-3.6543,-1.3942,0.6503,-1.4356,0.1327,-2.9332,0.1337],[-0.546,-0.8027,5.2923,16.0451,-3.139,-1.7508,0.1237,-1.2644,0.0942,-2.6251,0.552],[-0.4222,-2.839,6.1633,17.4095,-3.343,-0.5535,0.4486,-1.1585,0.1181,-2.5385,0.3944],[1.0005,-2.243,3.6356,13.6858,-3.2753,0.0373,-1.0433,-1.042,0.1366,-2.4768,0.6119],[0.9005,-2.2364,4.1672,13.5734,-2.1831,-1.2872,-3.5845,-0.9921,0.1901,-2.2921,0.3608],[1.2229,-1.6195,3.5754,12.6958,-1.4449,-1.3397,-3.5534,-0.4038,0.07,-1.983,-0.2041],[-0.533,-1.8903,8.4227,18.5227,-1.9243,-1.0113,-0.8322,-0.9912,-0.0896,-1.7574,-0.0562],[0.6725,-2.6083,4.5632,14.5789,-1.0416,0.4633,-2.598,-1.075,-0.104,-2.4133,0.0382],[1.4426,-1.4597,3.6999,14.0406,-2.6106,-0.6047,-2.5444,-1.2284,0.2437,-2.0243,-0.1891],[0.1735,-1.3729,4.3389,13.4904,-2.0147,-0.318,-3.3777,-0.8145,0.2032,-2.0417,-0.3582],[-0.3435,-0.5171,6.5973,15.7568,-1.9201,-0.9447,-3.3064,-0.903,0.1655,-1.9538,-0.1662],[-0.5961,-0.3004,6.2594,16.6584,-3.285,-1.1898,-0.8321,-1.1129,0.0362,-2.2255,-0.113],[-0.2493,-0.6861,6.0041,14.7211,-2.2848,1.7192,-2.8139,-1.007,0.2195,-2.4377,0.1242],[-0.0877,-1.0627,7.0353,17.0512,-2.8815,1.6215,-2.8299,-0.6964,0.2208,-1.7949,0.2478],[-0.1857,-2.6903,4.8756,16.2637,-1.4371,1.8701,-1.2279,-1.264,-0.1711,-2.6542,0.0728],[2.4119,-0.7667,4.0074,10.7507,-3.2205,0.8165,-1.3337,-0.7808,-0.0842,-2.3657,0.2674],[0.667,-2.7808,7.126,17.335,-3.3098,-2.2909,-2.2763,-1.5949,-0.027,-2.1015,-0.0827],[1.9123,-1.2488,7.7217,14.5419,-3.8911,0.724,0.5744,-1.0273,-0.1512,-1.8752,-0.0533],[1.4563,-0.7384,5.4369,15.4922,-2.6966,-0.3707,-2.3688,-1.668,0.0965,-2.0646,-0.0617],[0.0226,0.1036,5.0998,13.5847,-2.9006,-0.5983,-2.9808,-1.0293,0.235,-1.7975,-0.1088],[-0.5972,-0.853,4.9426,14.394,-1.8523,-0.7922,-0.7593,-1.4697,-0.1071,-2.7216,-0.0767],[2.7943,-4.188,4.014,13.9897,-2.8754,-1.3291,-0.3754,-1.9183,0.2162,-1.9413,0.3643],[-0.002,-0.5949,5.968,18.1307,-3.0588,-1.2633,0.7661,-0.8511,0.0284,-2.0621,0.0135],[0.0116,-0.7246,5.5005,16.968,-4.1656,-0.4871,-0.1434,-1.1148,-0.0609,-2.4485,0.5652],[-1.0888,-1.7235,5.87,18.0433,-2.0453,-0.5497,0.5882,-1.823,0.2171,-2.9188,0.6696],[-0.2331,-2.2434,2.7862,13.4168,-1.8886,-0.5218,-1.7678,-1.5224,0.3311,-2.8506,0.6071],[-1.1332,-1.4061,4.2337,14.5497,-1.8459,-1.0156,-1.7911,-1.0929,0.1149,-2.2965,0.2019],[-0.4776,-2.4027,4.8866,16.9745,-2.0189,0.4248,-1.419,-1.658,0.3092,-3.1098,0.5064],[-0.0023,-2.2666,3.1201,14.152,-0.9437,-0.6269,-2.2668,-1.4875,0.4015,-2.8483,0.228],[-0.2372,-1.9921,4.5977,14.2241,-1.7958,-1.3481,-2.4396,-0.6238,0.5398,-1.9592,0.3021],[-1.1913,-1.7858,4.5161,17.3021,-2.5494,0.3948,-0.4686,-1.818,-0.0443,-3.0165,0.2676],[-1.2178,-0.6303,3.6974,16.0397,-1.3524,-1.4489,-1.2404,-1.4581,0.3192,-2.5234,0.4981],[-1.3119,-0.9505,3.2359,14.281,-1.0503,-1.3055,-2.4064,-1.1497,0.1554,-1.9922,0.3673],[-1.8351,-0.4454,3.3717,13.8719,-2.3422,-1.6986,0.5453,-1.0757,0.4961,-2.0503,-0.0772],[-1.8316,-1.1455,3.7151,17.0067,-2.1196,-0.1636,1.0361,-1.7321,-0.0053,-3.0704,-0.0759],[1.6763,-0.6614,3.744,13.3128,-2.5289,-0.712,0.6119,-1.5359,0.0961,-2.6007,0.62],[1.5446,-0.3457,4.4461,14.1488,-1.5157,-0.545,-0.7338,-1.1115,0.7584,-2.242,0.4022],[-0.6866,-1.8397,4.9981,16.9337,-2.7532,-0.4003,-1.5639,-1.4352,-0.118,-2.9906,-0.0901],[1.6991,-4.572,4.6473,15.4812,-3.5478,-1.1492,0.5154,-1.824,-0.0162,-2.0566,0.3768],[1.9459,-5.1151,7.7408,12.2212,-4.0,-0.0933,-0.4896,-1.3362,0.0823,-1.9077,0.2193],[-1.1692,-1.8548,4.8974,15.821,-2.2425,-0.7394,2.8509,-1.4009,-0.0125,-1.9643,0.1618],[-0.0573,-2.1799,6.9652,18.2127,-3.0556,0.0718,1.2773,-1.3231,-0.2674,-2.429,0.1933],[-1.5012,-2.8076,6.6065,18.4057,-1.8216,-0.0377,1.0382,-0.8922,-0.2052,-1.6041,0.1042],[-1.5748,-1.7829,8.4449,17.0168,-2.6652,-2.4888,2.8753,-0.5919,-0.2973,-1.1709,0.737],[-3.0171,-2.4797,8.3569,17.8845,-2.7911,-0.9777,0.668,-1.0961,-0.0125,-1.2042,0.4773],[-1.5408,-2.5019,7.8486,18.482,-2.4042,-1.8694,0.9154,-1.3262,-0.0234,-1.2503,0.4207],[-2.0791,-2.3087,6.9344,19.9162,-2.976,-0.7385,0.8333,-1.9113,-0.1957,-2.2278,0.251],[-0.3228,-1.7017,7.565,19.3535,-3.1866,-2.571,0.5814,-1.7761,0.2379,-2.1693,0.148],[-0.4533,-2.5274,7.1791,18.9669,-2.2818,-1.6623,-1.1457,-1.9686,0.3635,-2.5176,0.1729],[-1.9937,-0.2807,6.4133,17.8907,-3.2577,-1.2551,1.1403,-1.2635,0.3745,-1.9813,0.4332],[-2.1744,-2.1936,6.7756,19.5796,-3.3677,-1.211,0.6896,-1.8171,0.198,-2.6976,0.3757],[-0.5187,-3.0257,7.8592,18.8751,-4.6598,-1.4514,-0.5127,-1.3667,0.1806,-2.12,0.0637],[0.3639,-4.1107,11.2127,16.1096,-5.1773,0.0693,-0.3014,-0.6543,0.143,-1.5244,0.2038],[-2.0508,-2.8642,7.3249,15.7778,-2.4044,-1.9992,-1.8726,-1.1353,0.2605,-2.0165,0.2224],[0.9387,-1.8328,4.9081,11.7346,-1.8525,-1.543,-0.8433,-0.4982,0.1954,-1.6424,-0.0746],[1.022,-2.0524,4.9607,14.022,-3.3899,-0.8458,-0.6664,-0.9068,0.1465,-1.9484,0.063],[1.8853,-1.4717,4.8033,9.1641,-2.6476,-1.4132,-1.9234,-0.6413,0.1383,-1.8762,0.0995],[2.149,-1.3616,3.0063,10.9769,-2.113,-1.2352,-2.7442,-0.714,0.3141,-1.8636,0.1933],[0.5436,0.7043,5.9362,11.6564,-2.2248,1.0319,0.5287,-0.871,0.4307,-1.5666,0.4215],[1.14,-0.0495,3.6553,10.2595,-1.2739,-0.8562,0.5065,-0.9548,0.2955,-1.821,0.3524],[1.9281,-0.7218,3.0187,10.3735,-0.8918,-0.8699,-1.5684,-1.2513,0.1977,-2.2612,0.2794],[0.9523,-0.7782,3.274,9.6513,-2.5481,-0.5618,1.1943,-1.2581,0.1848,-2.0161,0.2574],[2.2027,-4.5124,3.1698,13.2582,-2.7052,-0.727,-0.2825,-1.6339,0.0825,-2.5931,0.1603],[1.0784,-2.3399,4.8933,14.334,-1.77,-0.3126,-2.0514,-1.3961,0.114,-2.2767,-0.1934],[-0.448,-1.205,3.8678,11.2124,-1.867,-0.9543,-2.4976,-0.4587,0.1976,-1.7959,-0.2668],[0.104,-0.4078,4.2921,8.641,-0.5715,-1.2048,0.7331,-0.5138,0.5773,-1.5624,0.2909],[-1.5835,-2.0677,5.8476,16.1992,-1.4566,-1.45,-0.2352,-1.5065,0.3654,-2.7535,0.2668],[1.1324,-2.2136,2.5359,11.9472,-1.0702,-1.214,-2.8196,-1.5988,0.2494,-2.6844,-0.0249],[0.4674,-1.028,4.0123,11.1353,-0.0871,-1.7834,-2.3215,-0.9068,0.0495,-2.2305,-0.0443],[0.4619,-0.4074,3.4184,10.5156,-1.0265,-1.1058,-1.5622,-1.547,0.053,-2.3612,0.1246],[1.1459,-1.6256,3.5586,12.1382,-1.1252,0.2588,-1.5813,-1.1015,-0.108,-1.9483,-0.1374],[0.1787,-2.0432,3.9138,13.8322,-3.0761,-0.4734,-0.6521,-1.5051,0.1169,-2.8827,0.0515],[0.1556,-0.3601,3.6351,11.895,-0.9872,0.2485,-2.2779,-1.4168,0.0789,-2.9543,-0.1105],[0.1422,-0.0823,2.0235,6.8111,-0.1713,0.1715,-2.1883,-0.9187,0.0795,-2.1175,-0.1774],[0.7377,0.7972,4.8916,8.6159,-1.7866,0.6085,-1.6648,-1.0174,0.2898,-1.9295,-0.0543],[0.1772,-0.026,3.4976,8.8445,-2.7221,1.6436,1.0219,-1.0305,0.4884,-2.1733,0.6407],[-0.0014,-1.3758,4.2646,14.4222,-1.5096,1.2685,-0.3522,-1.5272,-0.1971,-3.5531,-0.2034],[-0.028,-0.1181,4.6374,12.7402,-2.0367,1.0579,-1.2784,-1.1048,0.2184,-2.6222,-0.0461],[-0.6316,-0.1235,4.9873,10.6299,-1.5298,0.7013,-1.1047,-0.8286,0.2731,-2.0349,0.0415],[-0.01,0.8369,5.0932,10.3673,-2.1089,-0.2882,-0.6303,-0.6413,0.2239,-2.2148,-0.1427],[-0.358,-0.2089,4.9689,11.9991,-1.7936,-0.5585,-1.7723,-0.859,0.1197,-2.1452,-0.644],[0.5323,0.9183,3.845,8.4174,-1.3421,0.7021,-0.8569,-0.7453,0.4267,-1.8086,-0.1345],[-0.5146,-1.1858,3.2877,14.2898,-1.7986,-0.2938,0.3968,-1.5516,-0.2732,-3.0826,-0.1614],[3.1597,-3.924,1.4893,12.7488,-1.3954,-0.2605,-0.6091,-1.5942,0.1093,-2.3867,-0.0499],[0.6013,-1.1254,2.2675,13.843,-1.5112,-1.2041,-0.7443,-0.6116,-0.0352,-2.2341,-0.2621],[1.0914,-0.371,1.8252,11.2643,-2.4375,-0.3488,-0.689,-0.872,0.0609,-2.1194,0.3492],[0.3126,-2.0462,4.3823,13.8387,-2.5628,-0.5256,-2.1047,-1.1863,0.2932,-2.4299,-0.0222],[-0.9239,-2.9433,6.2563,16.6494,-2.2327,-0.4008,-2.0186,-0.8122,0.2698,-2.1215,-0.0613],[-0.9667,-3.1176,4.3561,16.5648,-2.9509,0.3758,-0.4166,-1.3917,0.192,-3.1271,-0.1983],[0.7945,-2.2588,4.7199,16.7535,-1.923,-0.2924,-2.5443,-1.8285,0.3338,-3.2065,-0.3978],[0.7039,-0.5514,4.5198,12.1904,-0.5153,-0.5886,-2.656,-1.2522,0.1352,-2.5513,-0.3593],[-0.1431,-1.8878,4.0279,15.6412,-1.5924,-1.0593,0.1637,-1.7182,-0.1375,-2.9692,-0.3209],[1.2101,-1.5547,2.8533,12.3496,-3.4159,-0.4184,-0.9859,-1.0987,0.1303,-2.2071,0.2654],[1.3024,-1.9082,5.6011,15.4589,-1.8336,-0.7619,-0.4178,-1.8537,0.2544,-2.626,-0.2636],[0.3454,-1.4422,5.1034,14.8352,-1.5888,0.6728,0.532,-1.3242,-0.0186,-2.4049,0.029],[2.097,-0.7165,3.9543,11.4073,-1.9197,0.2547,-0.1872,-1.7268,-0.0038,-2.4078,0.1411],[0.812,-1.949,4.1655,14.5684,-1.3067,-1.811,-0.3147,-1.8266,0.0929,-2.9757,-0.1726],[3.684,-2.9863,2.6805,13.9986,-2.0434,-0.3516,-0.6469,-1.6424,0.081,-2.3653,0.1513],[-0.6948,-1.87,8.8976,15.3238,-4.4411,-0.1484,1.0515,-0.891,0.1841,-1.7526,0.1643],[-3.1213,-3.0988,7.1085,15.9356,-2.1287,-1.4702,-1.0166,-0.6855,0.3023,-1.9583,-0.0542],[-0.1924,-1.0052,6.4368,11.3157,-1.7451,-0.9704,0.2659,-0.4471,0.2472,-1.5516,0.1124],[1.0686,-1.4424,4.9288,12.7616,-2.9898,0.2664,-0.6575,-0.5644,0.198,-2.0427,-0.0401],[2.0527,-1.4056,5.1347,9.1199,-2.3017,-0.7192,-1.5551,-0.5169,0.0592,-2.0945,0.0843],[2.5397,-0.9672,2.6183,9.1415,-1.496,-0.7316,-2.1976,-0.7321,0.3118,-2.0076,0.0096],[2.3803,0.0433,0.9407,5.1524,-2.3951,0.2322,-1.6141,-0.7322,0.6536,-2.0059,-0.0876],[-0.3831,-0.99,3.3038,13.506,-2.8516,0.037,2.0142,-1.2423,0.0958,-2.2951,0.5406],[1.5772,-4.1605,2.2071,12.5621,-3.5276,-0.1744,-0.6296,-1.2455,0.0159,-2.5433,0.0455],[0.0575,-1.9148,4.8361,14.3015,-2.6646,-2.1431,-2.6086,-0.7184,0.2376,-1.9904,-0.2783],[0.3173,-1.0102,3.0821,9.647,-2.8546,-1.801,0.6977,-0.8288,0.2406,-1.9164,0.4083],[0.5202,-1.7755,5.0076,16.8995,-2.6894,-1.1149,-0.9655,-1.1566,0.3791,-2.5112,0.0461],[-0.113,-1.5691,3.9959,14.0786,-2.3566,-1.7283,-1.6311,-1.1278,0.2239,-1.9397,0.018],[-0.2778,-1.9148,2.814,14.2293,-2.8734,-0.9841,0.6549,-1.658,-0.1865,-3.1441,-0.008],[0.0822,-2.4469,6.5417,18.3658,-3.7758,0.0096,1.6845,-1.5715,0.2225,-3.1765,-0.1659],[1.1762,-0.3943,3.6346,12.2395,-2.2718,-0.514,-1.2485,-1.489,0.4259,-2.7661,-0.0864],[0.6427,-0.1311,2.7736,7.9434,-1.6576,-0.5585,-1.3248,-1.0465,0.2778,-1.9652,-0.0188],[1.1494,0.5447,3.2079,9.6415,-3.2517,-0.8397,-1.1074,-1.1565,0.6275,-2.498,-0.3711],[0.5526,-0.3909,3.7,10.7999,-1.8899,-1.289,-0.0555,-1.119,0.5112,-2.1688,-0.2337],[-0.6374,-2.2205,4.0923,15.6733,-3.3648,-0.5874,1.5769,-1.5118,0.1293,-3.2081,-0.203],[2.5864,-4.6085,0.1487,9.2062,-3.1323,0.3027,0.3177,-1.4351,0.1155,-2.0777,0.2901],[-0.9884,-1.9927,6.5221,19.2761,-4.0232,-2.5971,-1.1329,-0.8817,0.2023,-2.2268,-0.3528],[1.0637,0.6105,2.1312,10.2056,-2.7528,-0.5709,-0.2113,-1.3508,0.2033,-2.4065,0.5334],[0.7249,-0.7703,2.751,12.7627,-2.2855,0.137,-1.0751,-1.3109,0.0683,-2.6241,0.2982],[-1.2007,-2.0524,5.3986,16.389,-2.8711,0.5737,1.0223,-1.4172,0.3327,-2.797,-0.0539],[1.7598,-0.914,2.4852,11.2976,-1.2965,-1.1663,-0.4923,-1.1669,0.4794,-2.5703,-0.1178],[1.1427,-0.9736,2.561,10.7468,-1.718,-1.1104,-1.4743,-1.0282,0.2824,-2.0359,0.0024]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"A bicycle brake system works by converting the kinetic energy of the moving bicycle into mechanical work to slow or stop the wheel. This process relies on a combination of mechanical components and a fluid medium to create friction.\n\nHere is the step-by-step breakdown of how it functions:\n\n1.  **The Pedal and Chain**: When the rider pedals, the chain is pulled across the chainrings of the front and rear wheels. This movement transfers rotational energy to the wheels, causing them to spin.\n2.  **The Brake Lever**: The rider operates a lever attached to the brake handlebars. This lever is connected to a brake","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"A bicycle brake system works by converting the kinetic energy of a moving bicycle into mechanical work toNO.NO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\n","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"A bicycle brake system works by converting the kinetic energy of the moving bicycle into mechanical work to slow or stop the wheel. This process relies on a combination of mechanical components and a fluid medium to create friction.\n\nHere is the step-by-step breakdown of how it functions:\n\n1.  **The Pedal and Chain**: When the rider pedals, the chain is pulled across the chainrings of the front and rear wheels. This movement transfers rotational energy to the wheels, causing them to spin.\n2.  **The Brake Lever**: The rider operates a lever attached to the brake handlebars. This lever is connected to a brake","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true}}},{"id":"prose-07","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"What does a compiler do?","tools":[],"prompt_tokens":29,"decision":{"rms":0.3186681366004045,"sumsq":103.98554243519902,"hb":[-0.00227,0.04415,-0.57086,0.09848,-0.45823,0.07336,-0.26171],"lse":25.826758188119545,"logits":[14.48,10.803,12.604,16.08,11.166,11.312,10.45,8.797,7.224,8.644,10.645,10.618,25.811,12.475,12.601,12.179,11.828,11.213,12.338,12.52,15.549,11.482,11.929,11.071,11.392,11.876,12.962,12.966,10.574,11.707,11.872,13.0,11.622,16.091,3.87,5.465,4.893,7.039,4.141,3.896,9.261,5.394,4.201,10.726,4.387,5.988,1.744,7.182,4.269,19.171,1.204,3.722,3.567,3.956,4.054,3.187,2.45,7.33,13.073,6.971,2.985,19.978,3.19,5.238,2.365,4.222,1.877,13.29,0.161,20.038,6.641,4.984,13.652,0.13,13.084,-1.94,9.186,5.127,5.266,8.268,12.932,5.803,13.486,18.312,14.816,3.965,0.987,4.692,11.229,6.602,2.326,11.785,18.683,5.452,4.67,12.728,15.829,-2.596,-1.278,2.035,11.868,11.207,0.51,6.257,5.504,14.282,18.726,0.026,2.128,12.162,4.259,7.484,14.681,5.54,9.6,13.104,15.232,5.583,11.859,4.777,18.342,11.324,16.454,14.371,16.895,4.052,0.365,10.974,9.708,10.03,-0.75,7.553,-0.716,5.024,8.071,7.058,5.908,14.485,0.316,10.43,10.132,16.613,11.736,5.557,-0.217,5.482,13.987,-0.843,14.652,4.847,-0.801,8.288,0.787,7.376,12.804,5.561,6.252,3.409,9.122,11.14,11.013,1.409,12.712,0.508,12.417,6.1,10.454,2.626,-5.05,5.6,16.924,18.706,15.607,10.638,4.452,0.992,4.346,13.687,12.148,10.094,10.572,3.369,5.457,-0.511,11.564,10.381,10.266,9.611,0.5,13.027,14.347,0.246,17.945,3.662,3.72,3.967,11.389,15.872,7.748,-0.022,9.882,7.784,10.393,-1.555,11.843,13.37,6.729,2.33,0.911,15.073,3.805,14.983,11.817,-2.737,9.225,2.083,-2.7,-2.417,-1.629,3.034,6.634,11.044,9.365,-1.43,2.862,6.574,3.84,0.031,1.084,9.98,2.586,-3.69,-0.652,8.815,11.698,10.299,2.958,8.976,9.86,14.1,2.145,4.378,5.127,5.808,-0.942,11.605,-1.721,-1.788,8.956,13.097,0.082,9.261,15.412,10.425,8.53,-3.196,7.244,7.086,10.192,16.098,5.898,10.242,1.499,-1.127,2.835,5.615,1.657,12.567,6.352,15.066,2.632,-0.231,-1.412,0.862,-1.75,9.934,13.417,-4.915,11.532,-0.115,5.127,9.707,2.187,8.636,11.877,9.171,-2.298,3.452,14.185,10.978,4.954,10.785,11.943,7.624,9.557,10.257,5.361,10.012,14.27,11.929,15.781,12.924,1.3,13.109,7.218,6.006,2.868,12.056,-1.145,13.664,11.512,1.749,16.0,10.645,-3.116,-4.41,13.209,4.9,-4.238,-1.941,1.204,11.366,10.62,9.743,2.543,11.745,2.955,-1.313,14.453,12.54,14.817,5.71,5.775,13.644,7.942,1.927,16.439,0.184,3.727,16.537,-5.01,6.428,7.487,6.062,2.018,4.456,9.076,0.904,5.225,-0.892,5.958,-0.969,-1.452,-1.62,0.907,16.051,7.404,17.145,11.517,8.69,0.453,8.141,-2.908,3.175,12.177,2.515,8.242,3.299,1.071,0.097,7.461,6.427,1.947,6.6,12.877,1.644,10.819,14.493,9.562,12.887,3.527,4.064,12.191,-1.307,7.904,8.567,2.881,0.317,3.086,7.122,12.81,7.265,6.128,13.762,-0.674,10.398,8.337,5.352,-0.379,1.285,4.502,2.904,7.681,9.312,10.527,-1.145,9.753,10.916,-1.034,-1.209,10.581,7.842,2.181,4.104,10.267,12.28,-4.634,7.377,10.787,10.151,7.62,11.323,-0.04,0.372,-0.092,12.826,-1.227,-1.148,12.633,-1.608,11.942,10.249,-0.775,5.445,-0.912,3.117,9.832,4.68,10.644,13.153,13.6,3.177,6.771,3.673,-2.364,3.271,9.786,3.197,11.766,-2.407,13.559,-6.115,11.465,-5.353,-1.558,-2.137,11.26,6.057,8.726,-3.563,0.112,15.265,2.205,9.792,4.58,3.96,-4.008,6.015,10.336,9.136,8.968,11.446,10.42,0.555,-2.737,-0.315,0.042,10.888,11.269,-1.641,3.614,11.877,9.716,3.539,9.01,15.709,-2.629,5.745,15.433,12.377,5.652,1.599,9.952,2.16,8.408,5.601,12.867,0.535,10.952,-1.891,7.158,1.475,7.949,9.882,-2.773,7.615,0.645,9.098,9.18,14.396,7.581,9.435,1.955,-0.053,10.306,2.559,2.762,14.371,3.697,12.17,10.522,-0.932,-0.194,-1.051,5.449,9.027,-3.06,-4.88,7.364,9.009,0.423,10.032,4.589,-2.103,-1.221,6.63,2.987,-3.589,7.401,2.889,17.623,-4.597,-0.215,8.23,-0.637,2.432,11.515,8.905,4.79,-0.35,-1.333,9.303,-0.896,3.231,4.37,9.576,1.123,12.654,0.501,8.197,14.055,-2.289,-4.637,-0.138,14.504,13.045,1.463,2.101,9.313,-0.434,-3.31,1.52,-0.733,14.801,3.507,4.315,-3.272,7.499,-1.442,-3.773,-2.503,7.379,4.223,2.278,6.208,-2.581,16.29,0.67,4.658,0.438,9.237,5.097,-3.205,6.543,0.328,-2.83,-2.742,0.46,1.117,9.261,3.176,11.983,14.099,9.19,12.665,13.507,3.263,0.778,-3.012,0.988,11.668,6.242,8.313,14.851,-0.274,-1.996,-4.642,3.117,8.276,9.516,8.623,1.129,9.43,1.695,8.674,17.317,7.258,7.588,-0.007,2.368,-0.415,2.538,-3.368,8.557,7.878,10.609,12.623,-4.725,-0.144,1.915,15.262,0.387,9.778,10.963,6.929,13.375,6.321,-0.361,1.942,5.227,3.763,2.359,9.871,16.957,-1.467,-1.388,10.234,8.025,-1.586,6.536,9.075,7.802,6.758,10.009,-1.284,-0.97,10.756,-1.32,9.499,10.165,-3.107,-1.016,5.467,12.384,-0.718,16.287,16.131,-1.267,2.398,-0.324,-1.481,3.345,5.025,8.838,-1.605,-1.526,-2.607,11.056,4.15,13.154,5.497,12.791,11.908,17.091,1.997,7.988,0.249,3.988,14.827,-2.34,8.631,0.785,-1.406,0.377,10.71,2.484,13.208,-3.967,-2.31,6.504,9.099,-2.889,17.193,8.897,3.183,3.745,1.2,-0.179,-3.289,-1.301,0.917,0.445,0.039,-1.568,-0.547,8.855,-0.878,9.37,5.873,-0.401,8.955,-0.51,0.22,5.457,-3.32,9.627,8.242,0.244,7.675,-0.867,0.35,5.383,6.44,-3.879,8.591,1.375,-0.404,0.644,12.604,-1.999,-2.42,8.993,-4.183,0.67,6.961,-1.839,-0.22,0.27,1.827,2.41,1.296,-0.953,-2.635,13.497,4.715,-1.715,-1.459,-1.783,0.122,-1.07,3.78,-1.217,8.087,7.421,-2.514,2.814,13.768,6.603,-4.353,9.564,14.594,4.593,1.939,7.411,6.6,-1.065,6.757,-4.575,7.221,-1.934,5.773,-4.296,-4.283,3.179,5.28,2.953,-3.573,1.039,-1.074,1.13,5.057,2.381,1.245,2.352,3.374,3.546,2.003,-3.827,-0.651,1.671,1.384,0.767,1.747,-0.683,2.55,2.415,-0.34,0.29,0.154,0.498,2.667,3.268,4.805,-2.269,2.283,-0.122,-4.446,3.141,3.785,-1.672,1.373,-2.332,-1.936,8.32,1.358,-4.075,2.069,2.021,-0.68,0.786,1.657,3.81,2.2,3.804,-0.191,3.203,-1.159,1.689,-0.063,-1.149,1.179,1.143,1.877,0.738,0.143,-2.659,5.466,-1.567,1.403,3.483,-3.006,2.489,5.141,-3.259,0.165,-1.977,1.233,-0.315,-3.374,-0.922,-6.426,1.323,1.068,-1.025,-0.837,-1.275,-3.429,0.695,-1.474,-2.437,3.844,-2.553,-1.964,-1.261,0.566,1.04,-0.326,-3.191,0.736,-0.207,0.647,4.548,0.812,-0.752,-2.914,5.446,-4.64,2.965,-2.401,2.804,-1.837,-3.63,-0.859,4.265,-2.737,1.348,0.984,-1.01,1.613,4.615,1.93,-1.557,0.308,0.153,0.775,-2.256,-0.114,-2.022,-0.479,-0.724,-1.949,-2.206,1.841,1.779,2.952,5.03,-2.149,-2.874,-0.536,0.969,-0.081,1.696,-0.249,-3.837,0.542,-0.925,5.799,-2.687,-3.04,1.575,0.152,-0.621,1.46,3.859,3.045,-2.036,-0.318,-1.413,-0.722,3.896,5.422,-3.215,-1.769,-2.284,-0.655,-1.624,0.625,1.679,-1.279,-3.654,3.358,2.31,0.06,-1.044,-0.644,-5.212,0.273,-0.259,-1.126,-3.385,-1.627,-0.536,-1.247,-0.884,0.284,3.518,-0.427,-2.5,4.107,3.1,-2.824,-0.538,-1.105,-1.592,-3.979,1.553,-1.937,-3.665,1.519,-1.757,-2.503,-2.403,0.41,-0.464,-0.185,-2.141,0.02,11.408,-0.639,3.004,-1.969,2.337,-1.457,-2.19,3.877,-3.667,-3.283,-2.489,-3.471,-3.128,-0.55,-1.777,-1.001,2.348,4.082,0.88,-0.645,-2.569,-1.641,1.75,0.683,2.56,-1.47,-0.923,2.14,-1.543,-2.285,7.393,12.113,4.639,5.857,6.084,16.313,10.974],"base_top":[[32,25.811],[760,20.038],[623,19.978],[332,19.171],[1597,18.726],[3710,18.706],[1206,18.683],[2014,18.342],[1057,18.312],[4350,17.945]]},"positions":{"tokens":[32,18826,369,264,3061,5224,421,45351,279,2450,1970,314,264,15019,3992,1083,5484,1970,11,864,279,6165,579,17128,628,3418,321,8754,5774,13,271,8160,369,264,29006,314,1092,264,18826,1503,25,271,9,256,2972,23640,92217,1049,4829,279,3611,80347,2450,1970,318,24755,303,264,3050,3992,1040,351,11,12654,11,466,7693,8,321,31637,424,1083,264,3443,279,6165,628,3418,13,198,9,256,2972,20711,63738,92217,12851,52397,11,279,18826,82243,279,1970,321,628,28476,424,310,1236,424,10281,11,777,10727,11,466,8397,310,1301,13,198,9,256,2972,19678,92217,9358,279,5484,1970,369,7658,11,279,18826,8213,424],"text":["A"," compiler"," is"," a"," software"," tool"," that"," translates"," the"," source"," code"," of"," a"," programming"," language"," into"," machine"," code",","," which"," the"," computer","'s"," processor"," can"," understand"," and"," execute"," directly",".","\n\n","Here"," is"," a"," breakdown"," of"," what"," a"," compiler"," does",":","\n\n","*","  "," **","Translation","**:"," It"," takes"," the"," human","-readable"," source"," code"," (","written"," in"," a"," specific"," language"," like"," C",","," Python",","," or"," Java",")"," and"," converts"," it"," into"," a"," format"," the"," computer"," can"," understand",".","\n","*","  "," **","Opt","imization","**:"," Before"," compiling",","," the"," compiler"," analyzes"," the"," code"," and"," can"," optimize"," it"," to"," make"," it"," faster",","," more"," efficient",","," or"," easier"," to"," read",".","\n","*","  "," **","Execution","**:"," Once"," the"," machine"," code"," is"," generated",","," the"," compiler"," runs"," it"],"proj":[[3.1216,-3.8841,10.1195,12.5602,-2.3449,0.4448,0.4559,-1.2632,0.1313,-1.657,0.0574],[-1.3493,-1.4187,8.9923,18.4851,-2.303,-1.835,-0.8027,-0.8193,0.02,-1.5533,-0.1352],[-0.9621,-1.3095,6.6689,17.711,-1.7194,-1.0992,-0.6859,-1.2398,-0.173,-2.2075,0.1663],[-1.0235,-0.316,5.9574,17.5702,-0.8938,-1.2627,-0.2095,-1.4333,-0.0141,-1.7289,0.0223],[-1.9147,-0.3015,4.781,15.3755,0.1928,-1.6649,-0.8751,-1.2734,-0.167,-0.9051,0.108],[-2.2374,-1.1139,6.1372,17.71,-2.188,-1.9213,-0.3429,-1.1479,0.2858,-0.9119,-0.119],[-0.8001,-2.0252,6.1041,16.9214,-1.6011,-0.7929,-1.5596,-1.3898,0.0348,-1.7332,0.3126],[0.9004,0.0787,3.3622,12.4325,-1.6651,-0.8438,-1.1537,-1.3622,-0.0962,-1.6242,0.894],[-1.1337,-0.8359,4.5059,12.9582,-2.8045,-1.7333,-0.0164,-1.1435,-0.2622,-1.6449,0.1444],[-0.6426,-1.0637,5.0144,14.4198,-2.2994,-0.7741,0.1764,-1.1457,-0.3094,-1.4325,-0.181],[-1.5529,-1.8225,6.7391,17.1865,-2.5308,-1.9578,1.7692,-0.8052,-0.1427,-1.14,-0.1721],[0.0059,-2.6714,6.2159,16.7283,-2.6918,-1.7053,-1.638,-1.2307,0.157,-1.853,0.154],[-0.0333,0.139,5.4981,15.7384,-1.7047,-2.0713,-0.5045,-1.5773,0.2863,-1.6187,-0.0483],[-0.9418,0.3941,5.2931,13.9606,-1.7924,-2.7182,-1.1213,-1.2179,-0.1532,-1.0073,0.269],[-0.8123,-0.2303,6.9434,16.8637,-3.3277,-1.19,-0.186,-0.7366,0.2641,-1.2824,-0.0224],[-1.402,-0.8815,6.1224,17.5019,-2.3376,-1.7219,-0.2415,-1.3295,-0.0703,-2.1055,0.113],[-1.7404,0.0627,3.9462,9.0733,-1.5864,0.5253,0.4595,-0.3043,0.1373,-1.2324,-0.024],[-2.3287,0.1252,6.2009,15.4509,-1.4727,0.6138,2.039,-0.4544,0.6869,-1.2071,-0.0722],[-1.7017,-1.5465,5.5245,16.9487,-2.1527,-0.5731,-0.4368,-1.1804,-0.1172,-2.0635,0.0564],[-0.3568,-1.4051,5.1982,16.5343,-2.7682,-0.3932,-0.4522,-1.1395,-0.0874,-2.1841,0.4046],[-0.0654,0.5141,4.054,15.8295,-3.7866,0.6343,-0.4382,-1.0883,-0.0839,-2.2274,-0.012],[-1.7983,0.9369,4.9718,15.3964,-1.7824,-1.5884,-1.1518,-1.0573,-0.0044,-0.9617,-0.2447],[-1.951,1.5545,4.0295,14.1168,-1.2644,-1.1164,0.7108,-0.9819,0.4126,-1.2375,-0.1623],[-1.7224,1.26,3.5032,12.6158,-1.2377,-0.852,-0.5772,-1.3746,0.384,-0.858,-0.5656],[-0.7189,0.741,4.7877,13.285,-1.7812,0.3371,1.3783,-0.7624,0.2811,-1.5443,0.2472],[0.36,0.4481,5.8311,13.5558,-2.4583,-0.1686,0.7642,-1.2084,-0.0918,-1.781,0.0367],[-1.5817,-0.3925,6.0367,16.307,-2.4013,-0.8615,0.9422,-1.6566,-0.0023,-2.3922,-0.1923],[0.8011,0.0585,6.492,15.8157,-2.9921,-0.3675,1.1778,-1.2881,-0.0957,-1.8331,0.0937],[-0.7298,-0.1806,6.1371,15.9879,-2.9184,-0.6545,-0.1108,-1.568,0.2936,-2.2017,-0.0239],[-2.1392,-0.8605,7.5757,19.2455,-3.2929,-1.3307,-0.4753,-1.413,0.136,-2.4099,-0.0769],[1.6267,-3.3521,5.3544,15.0708,-2.2295,-0.6179,-0.1234,-1.9373,0.2282,-1.9106,0.3584],[2.6689,-3.7747,7.4497,10.6122,-2.4416,0.3502,-0.8557,-1.661,0.1159,-1.778,0.486],[-0.4562,-1.3553,6.5667,17.2799,-2.3958,0.0874,2.7414,-1.7012,0.0183,-2.1323,0.1674],[-0.7029,-2.1615,9.2521,20.2263,-3.0005,0.4068,0.5595,-1.6103,-0.1293,-2.2952,0.2683],[-3.0064,-2.2652,9.0252,18.8921,-1.5792,0.0912,-0.0982,-1.0844,-0.5099,-1.3776,0.3673],[-1.4302,-1.5786,8.0537,20.5634,-2.893,1.3082,1.0694,-1.9287,-0.0007,-2.142,0.3814],[0.0248,-1.2406,7.9257,20.0159,-3.1247,-0.6096,0.842,-1.804,0.2265,-2.2084,0.094],[-1.1614,-1.8965,7.3265,19.2856,-2.1505,-0.523,-0.9714,-1.7226,0.3505,-2.0662,0.0046],[-2.7521,-1.4179,9.2073,20.6781,-2.3476,-2.2451,-0.1411,-1.0074,0.1421,-1.6034,-0.033],[-2.4426,-0.2242,6.9707,18.3869,-2.1812,-1.3209,-0.2356,-1.0943,0.4023,-1.9032,0.6451],[-2.1464,-0.681,6.1875,18.7608,-3.147,1.0481,0.0433,-1.9754,0.0982,-2.3524,0.6834],[-0.189,-2.0535,8.6043,19.8534,-4.6486,-1.2264,-0.6916,-1.8835,0.3777,-2.1904,0.1824],[0.5945,-3.2053,11.3344,15.6549,-4.4981,-0.255,-0.7969,-0.837,0.135,-1.454,0.34],[-0.186,-2.3791,8.6437,16.6739,-3.2584,-0.4092,-0.2103,-0.9248,0.264,-1.9709,0.0857],[1.0845,-0.1741,5.9244,12.433,-1.728,-0.966,-0.0182,-1.1132,0.0653,-1.4182,0.4189],[2.2408,0.279,6.5504,9.4719,-1.3719,-1.3154,-0.8598,-1.0045,0.1756,-1.2927,0.4538],[-0.2596,-0.8463,5.2333,15.0015,-2.5934,1.2566,0.497,-1.3691,0.0847,-1.5259,0.5456],[2.0566,-2.9021,5.4212,15.3505,-1.8993,-1.4401,-0.4687,-1.3848,-0.0228,-1.8272,0.2653],[1.2226,-0.0685,4.8225,12.4463,-1.389,-1.6038,-0.2274,-1.3662,0.0193,-1.5533,0.5946],[1.5253,-0.1688,3.9908,13.3919,-2.297,-3.4323,-1.0118,-1.2779,-0.1813,-1.69,-0.2232],[1.2932,-0.4353,4.7703,14.1943,-2.3697,-2.0637,-0.694,-1.0814,-0.2807,-1.2845,-0.1665],[-1.0783,-0.7847,6.6832,14.2369,-1.2364,-3.2258,-1.4213,-0.5303,0.3511,-0.8311,0.3819],[-0.0782,-0.9765,6.493,16.5276,-2.5579,-2.5249,-0.3894,-1.0184,-0.2474,-1.2507,-0.0652],[-0.6383,-1.4371,7.3832,19.5156,-2.608,-2.6294,1.5438,-0.9052,-0.0247,-1.2718,-0.2224],[0.435,-1.4569,5.1433,17.2263,-1.9425,-1.9552,-0.8529,-1.4167,0.1246,-2.1728,-0.0414],[2.0486,-0.799,9.1461,13.8616,-2.3502,-1.9588,-0.8588,-1.1431,-0.0128,-1.7309,0.0578],[1.1797,-1.1261,5.8001,17.8353,-3.2197,-0.5596,0.9015,-1.6183,0.0708,-2.2135,0.0831],[0.7504,-0.9187,4.5781,14.4743,-1.6656,-0.5075,-0.3154,-1.6963,0.3196,-1.579,-0.1163],[0.3635,-0.4308,4.3461,13.5361,-1.9917,-1.7816,-1.8911,-1.4286,0.0106,-1.0225,0.0436],[0.0088,-0.1812,5.4194,15.7802,-2.5312,-2.0214,-1.4888,-1.5519,-0.0387,-1.3138,0.1875],[-0.1265,-0.7747,5.965,17.8419,-2.175,-2.0112,-1.0337,-1.4382,0.162,-2.2308,-0.1582],[-1.0871,-0.8043,6.5199,15.8768,-1.8702,-0.1276,0.824,-1.0287,0.1196,-1.3804,-0.0171],[-2.3398,-0.6506,5.7651,15.3463,-1.6093,-1.9395,1.116,-0.961,0.2763,-1.626,0.1123],[-1.5958,-0.543,7.3238,17.1022,-1.7112,-0.9612,1.5565,-0.8416,0.212,-1.235,0.0479],[-2.0872,-1.487,6.8485,18.2209,-1.8311,-1.5547,1.1691,-0.9676,0.5235,-1.7818,0.1599],[-2.634,-0.8608,5.643,15.2642,-1.3048,-0.3363,1.6987,-0.725,0.2987,-1.5307,0.1488],[-1.7924,-0.8052,5.5917,14.7063,-1.0239,-0.4903,1.147,-0.8576,0.4348,-1.1891,-0.0249],[-1.7547,-1.2379,7.1855,19.4633,-2.7449,-2.248,-1.3018,-1.0116,-0.3342,-2.3021,0.0479],[0.0638,-0.3596,6.3375,18.1987,-2.0023,-0.9583,-1.2764,-1.3815,-0.2442,-2.2751,-0.0002],[1.327,0.9417,5.9364,13.5339,-1.8384,-1.4273,-1.5248,-1.4404,-0.0115,-1.7767,0.4364],[0.162,-1.7457,7.662,20.2512,-3.0111,-1.9171,-0.636,-1.7839,0.004,-2.1569,-0.1256],[-1.3673,-0.4395,6.6922,18.0638,-2.8534,-0.617,1.1338,-1.0908,-0.0135,-2.2098,0.2699],[-0.1155,0.8705,3.8932,10.8424,-1.9363,-0.227,0.9198,-0.548,0.1102,-1.469,-0.1995],[-0.5584,0.4117,4.9205,13.1183,-0.6314,-0.5956,-0.1694,-0.7592,-0.2181,-1.0118,-0.0746],[1.4886,-0.4804,3.6192,13.5009,-0.8714,-0.1492,-1.5688,-1.4266,0.3031,-2.312,-0.3331],[-0.8926,1.6375,4.9149,15.3314,-1.7937,-1.4454,-1.2995,-1.1695,0.3045,-1.2547,-0.3333],[-0.2037,2.4502,4.1522,13.1849,-1.4821,-1.031,0.7337,-1.1045,0.6448,-1.3389,-0.2842],[1.5633,0.5202,5.6856,13.2426,-2.4404,-0.3596,0.0401,-1.4081,-0.037,-1.8846,-0.1664],[-0.6896,-1.2088,4.7863,16.0174,-2.4978,-0.6341,0.8116,-1.6491,0.0704,-2.4722,-0.2408],[2.0843,-2.1119,5.3469,17.4646,-2.8227,-0.9044,0.2764,-1.6558,0.0601,-1.7526,0.0311],[-1.7308,-1.063,10.3693,16.8555,-4.1762,-0.227,0.3369,-0.8812,0.0458,-1.3504,0.133],[-1.1922,-0.8891,7.553,16.143,-2.6891,-0.7325,-0.2095,-0.7056,0.1573,-1.7774,0.0472],[-0.1986,0.6216,4.5683,11.479,-1.8687,-0.5254,0.6195,-0.9788,0.2384,-1.1667,0.4869],[0.9765,0.9008,5.3471,7.3124,-1.7221,-0.8094,-0.8914,-0.6337,0.1759,-1.0324,0.598],[0.6821,0.3781,6.1646,14.398,-0.783,0.1699,0.4969,-1.1834,0.3309,-1.4063,0.0301],[-1.3501,-0.979,4.6819,14.8973,-0.7201,1.5343,1.9122,-1.4245,-0.0783,-1.9645,0.401],[0.642,-2.4069,3.406,14.094,-0.891,-0.2344,1.1131,-1.4758,0.0235,-1.9693,0.1877],[-0.1027,-1.5672,5.7852,15.5497,-1.0398,-1.5584,-1.0224,-1.5458,0.5862,-1.8805,0.2628],[-1.9872,-1.2926,6.5762,19.732,-2.0242,-1.2046,-1.0518,-1.5055,0.3243,-2.4695,-0.0036],[0.728,-1.7445,5.7198,17.7279,-1.2548,-0.8366,-1.494,-1.7913,0.355,-2.4052,-0.0972],[-1.024,-1.0005,7.539,19.2895,-2.0343,-1.6832,-0.6187,-0.8972,0.3011,-1.6263,-0.2134],[-0.9165,0.5325,4.0003,12.9449,-0.2815,0.1846,0.8466,-1.4755,-0.0319,-1.949,0.6479],[-0.0377,-0.6628,6.745,19.0538,-2.67,-1.4423,-1.6905,-1.5791,0.3388,-2.3222,-0.1234],[0.0213,0.1064,7.5845,18.8761,-2.2122,-0.7797,-1.4202,-1.3827,0.1148,-1.5673,-0.1519],[-1.2303,-0.4394,5.1056,16.4555,-0.537,0.2864,-1.6095,-1.6855,0.3363,-2.3572,0.2718],[0.3977,1.2308,3.7095,12.8892,-0.9763,-0.0002,0.0951,-1.3483,-0.0599,-1.9117,0.5651],[0.9876,0.7866,5.0156,13.3779,-1.2407,-0.077,0.2625,-1.6806,-0.2464,-2.117,0.4951],[-0.7992,-0.6536,5.2626,17.3824,-0.9886,-1.2679,-0.7284,-1.7749,0.1944,-1.7135,-0.1721],[-1.6205,-0.7816,4.0094,15.6081,-0.0339,0.2129,1.3892,-1.9326,0.0033,-2.2435,0.2355],[1.7925,0.6883,3.9219,13.8869,-0.6689,0.7031,0.7554,-1.8733,-0.2153,-2.0203,0.4519],[-0.7537,-0.8234,6.2506,17.2929,-1.1489,-2.2962,-0.8539,-1.888,0.218,-1.4809,-0.1862],[-0.6106,-0.1607,5.1851,14.9554,-1.728,0.431,0.5299,-1.8094,0.2647,-1.724,-0.0073],[-0.4551,0.423,4.8259,16.3972,-1.0727,-0.0489,-0.1264,-1.8307,0.1226,-2.3056,-0.1151],[0.2901,1.5031,3.1867,12.4513,-0.696,0.5477,1.4625,-1.6374,0.0167,-1.9373,-0.0643],[-0.6792,0.4988,4.1719,14.0633,-1.6283,-0.534,1.5341,-1.4232,0.4746,-0.9546,-0.2169],[-2.078,-0.1047,6.1561,18.743,-1.7498,-0.3712,0.906,-1.3813,0.3311,-2.0969,-0.0588],[-0.9432,2.0333,4.3225,15.6322,-1.5296,0.3888,2.3944,-1.4497,0.0176,-1.939,-0.3327],[0.6233,2.4195,3.3884,13.2201,-1.3639,0.6532,2.183,-1.6014,0.0801,-1.7845,-0.4268],[-1.1376,-0.594,6.3981,18.4959,-2.5642,0.7679,1.6396,-1.5842,-0.0275,-1.9039,-0.1475],[0.9663,0.1581,4.7643,13.9872,-2.1866,0.4224,1.1386,-1.8247,-0.0518,-1.7864,0.0157],[-1.1253,0.1966,5.2809,16.9244,-1.5091,-0.495,1.1601,-1.862,-0.1113,-2.5055,0.1977],[0.9341,-1.5943,4.9132,15.9009,-1.6507,-0.6244,0.0058,-1.5696,-0.0532,-1.454,0.2131],[-0.9892,-1.2208,10.2062,16.3364,-3.9092,-0.4823,0.3014,-1.0229,0.0221,-1.2886,0.1543],[-1.2448,-0.6008,7.8926,16.3504,-2.3262,-0.7765,0.2769,-0.6432,0.2197,-1.6232,-0.055],[-0.6466,1.0354,4.7951,11.4524,-1.3216,-0.665,1.1798,-0.7756,0.185,-1.0256,0.3254],[0.8616,0.9829,5.4501,7.3471,-1.2257,-0.9469,-0.4802,-0.4445,0.1393,-0.9013,0.4203],[-0.5814,-0.8944,3.3748,12.6765,-1.875,-0.0304,-0.6673,-1.0534,0.1589,-1.3959,0.3496],[0.4215,-2.7616,3.2745,13.0877,-2.4815,-0.4532,-0.4286,-0.9588,0.1485,-1.8279,0.0982],[-0.0765,-1.6991,5.7618,16.8601,-0.892,-1.2198,-2.3148,-1.4937,0.0643,-1.8067,-0.1365],[-0.8767,-1.1504,7.1786,17.9283,-1.9002,-1.4816,-1.4921,-0.933,0.1887,-1.3802,-0.4072],[-2.7019,-1.75,8.0474,19.0422,-2.3082,-1.1952,0.523,-0.4141,0.7149,-1.613,-0.221],[-1.678,-1.2875,6.8118,18.9329,-2.839,-1.1829,-0.9829,-0.6434,0.1383,-1.8952,-0.1988],[-1.1107,-1.0127,6.8794,17.732,-1.0851,0.224,-2.5501,-1.2119,-0.0036,-1.9672,-0.1235],[-1.6574,-1.4543,5.7147,19.6669,-2.2849,-0.9263,-0.0184,-1.7432,-0.0187,-2.7889,-0.1087],[0.6601,-1.8429,4.3763,17.7736,-2.6954,-1.097,-1.9823,-1.661,0.4222,-2.3071,-0.3096],[-1.3972,-0.6454,4.5001,16.1698,-2.1234,-1.8541,-1.5971,-0.7845,0.2174,-1.4633,-0.375],[-0.5756,0.767,3.6751,11.1471,-1.3791,-0.3623,-0.4017,-0.6996,0.3506,-1.715,0.4141],[0.743,-1.327,4.837,16.3747,-1.2367,-1.9976,-2.2717,-1.2615,0.5783,-2.0243,-0.2449]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"A compiler is a software tool that translates the source code of a programming language into machine code, which the computer's processor can understand and execute directly.\n\nHere is a breakdown of what a compiler does:\n\n*   **Translation**: It takes the human-readable source code (written in a specific language like C, Python, or Java) and converts it into a format the computer can understand.\n*   **Optimization**: Before compiling, the compiler analyzes the code and can optimize it to make it faster, more efficient, or easier to read.\n*   **Execution**: Once the machine code is generated, the compiler runs it","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"A compiler is a software tool that translates the source code of a programming language into machine code, which the computer's processor can understand and execute directly.\n\nHere is a breakdown of what a compiler does:\n\n*   **Source to Machine Translation**: It takes the human-readable source code (written in a specific programming language like C, Python, or Java) and converts it into a format that the computer's hardware can interpret.\n*   **Optimization**: During the compilation process, the compiler analyzes the code and applies various optimizations to improve performance, such as removing redundant calculations, eliminating unnecessary memory usage, or reducing execution time.\n","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"A compiler is a software tool that translates the source code of a programming language into machine code, which the computer's processor can understand and execute directly.\n\nHere is a breakdown of what a compiler does:\n\n*   **Translation**: It takes the human-readable source code (written in a specific language like C, Python, or Java) and converts it into a format the computer can understand.\n*   **Optimization**: Before compiling, the compiler analyzes the code and can optimize it to make it faster, more efficient, or easier to read.\n*   **Execution**: Once the machine code is generated, the compiler runs it","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true}}},{"id":"prose-08","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Explain the water cycle briefly.","tools":[],"prompt_tokens":30,"decision":{"rms":0.28747689087229467,"sumsq":84.62536989245564,"hb":[0.03269,0.0391,-0.44819,-0.1016,-0.02814,0.05607,0.04766],"lse":25.09375914791885,"logits":[9.371,9.724,7.39,14.169,10.014,9.549,9.419,8.258,7.603,7.51,8.316,7.964,17.889,12.396,9.107,12.027,12.571,10.316,12.933,14.596,11.684,10.507,10.538,10.175,10.906,10.99,11.305,11.115,9.418,8.912,13.67,9.038,5.989,8.898,3.795,4.367,9.093,7.757,6.005,3.505,8.495,4.535,4.71,7.11,2.462,4.312,4.286,6.36,3.012,17.464,1.262,1.158,0.969,2.959,4.004,2.779,1.967,6.295,9.675,13.957,0.825,17.265,3.728,2.511,0.329,2.468,0.6,11.805,-2.073,25.078,5.175,2.788,11.678,0.303,17.226,0.135,7.418,4.149,6.495,8.177,11.493,2.661,6.721,10.667,13.566,4.311,-0.973,5.103,7.24,3.475,-1.716,9.267,19.239,5.907,3.376,10.53,14.752,-2.278,2.361,2.573,10.164,9.085,-0.874,5.811,3.347,13.144,18.523,3.376,2.89,11.491,-0.803,13.042,8.522,3.214,9.416,12.568,14.936,8.375,8.166,4.986,15.601,11.403,14.869,16.273,16.071,3.1,-1.266,7.495,7.972,9.301,-2.015,8.919,-1.368,5.507,7.856,5.81,4.897,15.945,-1.278,8.795,6.521,14.917,11.546,7.66,-1.91,4.821,13.079,1.382,14.156,2.565,-1.625,8.347,2.562,6.445,11.766,3.854,6.666,2.29,10.158,5.675,9.556,-0.695,10.554,-3.065,8.521,-0.387,2.744,1.859,-3.134,2.998,13.931,13.759,16.58,9.691,1.549,0.557,4.3,10.188,12.822,6.167,6.887,1.083,3.829,-0.177,8.37,9.933,9.297,8.428,1.29,12.428,13.131,0.166,15.405,-2.111,4.769,4.675,7.28,13.309,4.329,1.355,12.114,5.397,9.215,-0.667,9.4,7.765,7.127,-0.553,0.272,13.663,2.38,9.784,11.598,-1.46,7.398,2.325,-1.854,-0.754,-1.868,3.822,4.066,4.302,6.366,2.04,1.78,7.512,5.281,-1.008,0.435,5.811,4.24,-4.654,-0.639,6.439,11.177,6.498,3.009,8.866,8.152,11.534,-0.043,-2.464,2.545,1.027,-4.691,6.998,-1.867,-1.469,5.41,9.296,-0.062,-0.675,14.016,8.228,7.623,-2.388,5.958,5.955,11.713,17.474,3.851,6.705,3.018,-0.383,1.332,4.973,-2.328,13.834,2.074,18.284,-1.604,0.604,-3.538,0.646,-1.085,9.334,6.954,-3.653,8.345,-2.541,6.575,9.888,0.069,4.651,12.481,5.851,-1.273,4.28,15.36,10.379,0.747,14.362,12.652,4.445,8.262,5.314,2.676,11.169,12.38,10.235,13.282,8.04,1.663,11.414,8.817,8.327,3.36,7.737,-6.017,13.549,9.957,2.264,13.189,10.222,0.951,-3.491,12.982,2.333,-4.246,-4.311,0.026,9.512,5.463,9.695,-1.036,10.456,3.94,-0.302,13.824,8.764,12.804,2.337,1.357,10.911,9.325,4.67,14.986,-1.188,3.753,7.845,-2.222,1.694,5.653,6.246,0.849,4.468,10.034,0.43,4.724,-0.728,5.98,-3.739,0.224,-3.264,-6.358,13.628,6.949,14.911,8.228,8.039,-5.037,2.472,-3.298,-0.555,7.727,1.082,5.37,2.885,-1.848,-4.118,7.082,5.407,1.472,7.031,16.646,-0.2,12.434,14.528,10.602,13.151,5.006,1.197,10.308,-2.027,9.719,7.069,-2.167,-1.993,-0.032,5.974,13.002,2.908,4.045,13.668,-3.55,7.655,5.762,6.66,-0.527,-1.515,2.245,1.234,6.357,6.205,11.316,-2.342,8.898,11.076,-3.474,-2.224,7.327,7.363,2.245,-1.12,6.822,12.346,-1.346,5.9,6.927,9.525,2.501,9.086,-1.393,0.689,-2.736,13.354,-0.104,-4.766,8.358,-3.457,10.895,7.768,-3.667,7.44,-0.803,2.822,7.212,4.261,8.339,9.963,13.486,0.709,4.606,6.02,-1.761,0.079,9.453,1.977,11.743,-0.909,10.121,-6.858,10.202,-4.019,-2.638,-3.258,10.249,5.06,10.04,-4.081,1.411,15.006,2.118,8.691,4.934,4.19,-3.622,2.823,11.301,7.16,4.471,9.239,10.351,-1.328,-3.445,-2.603,1.059,7.712,9.022,-4.005,2.914,6.898,8.769,1.878,19.539,12.094,-4.25,5.098,14.072,10.867,10.9,1.006,8.358,-1.618,3.995,5.729,12.93,-2.946,9.228,-0.043,8.603,0.534,10.243,7.897,-1.062,2.213,-2.124,5.653,9.301,13.868,2.463,6.824,1.393,-0.276,9.649,1.019,1.067,10.841,0.414,13.166,9.426,0.757,2.773,-2.522,4.986,6.809,-3.119,-0.156,10.02,6.661,1.732,10.053,3.266,-3.845,-1.957,2.229,-1.233,-0.657,7.155,-0.703,14.616,-1.65,0.111,7.327,-2.705,1.234,12.406,6.57,1.739,2.447,-1.19,9.055,0.24,1.024,3.718,11.151,-1.439,16.062,-1.729,4.837,8.386,-2.743,-3.918,0.363,10.059,14.051,-0.69,1.197,7.657,-3.859,-1.823,3.255,0.889,14.242,2.574,-0.147,-3.41,16.062,1.562,-5.107,-1.909,7.446,2.729,2.216,8.843,-2.449,4.825,-2.736,1.037,-0.18,4.225,8.423,-5.448,3.252,-1.624,-0.297,0.335,-4.376,0.567,7.741,0.975,8.527,11.41,6.997,11.955,13.066,2.682,0.498,-2.944,-3.405,12.202,3.809,7.247,15.218,-4.227,-2.004,-5.433,6.82,9.564,10.741,6.348,1.139,4.831,0.967,8.926,15.441,6.771,5.871,-0.248,0.445,1.383,0.066,-1.513,12.072,7.965,8.109,8.197,-1.803,-4.071,1.499,5.981,-0.684,7.854,10.546,4.583,12.482,13.325,-1.354,4.263,7.033,2.272,-0.182,11.422,15.332,-0.707,-2.418,9.748,6.402,-4.008,0.412,10.596,5.233,5.539,9.426,-0.643,-1.124,9.8,-1.979,8.986,10.092,-3.546,-0.577,1.216,12.277,-1.459,10.661,13.167,-2.604,0.913,-2.125,-1.68,3.701,3.68,6.099,1.975,-2.094,-2.856,10.605,5.965,15.933,6.496,13.492,12.753,15.803,3.137,9.184,-2.215,3.278,14.575,-2.809,5.845,1.209,-0.317,0.343,10.204,-0.676,6.37,-1.012,-2.328,3.749,7.119,-4.617,15.333,6.109,2.082,-0.087,3.635,-2.133,-4.074,-1.386,0.409,0.492,-1.725,0.55,-0.758,10.789,1.042,8.566,7.653,-0.373,11.253,-3.177,-4.69,3.29,-2.477,13.156,4.201,-2.579,-0.576,-0.452,3.403,0.679,11.075,-2.9,8.741,-1.302,2.591,1.676,16.867,-2.741,-3.622,7.414,-3.715,1.666,3.289,-0.351,0.593,-1.759,-0.655,1.299,0.005,-2.068,-0.718,11.336,1.828,3.167,0.219,-1.208,-2.442,-1.494,0.118,-4.686,5.153,6.441,-4.714,-0.435,12.884,8.899,-1.642,5.101,16.953,-0.396,1.545,5.128,7.279,-2.835,5.793,-6.146,4.756,-1.539,9.105,-5.541,-1.2,2.192,3.431,0.807,-4.03,-0.083,0.031,0.835,-2.515,2.088,1.124,2.907,-1.043,0.657,-0.48,-4.301,-2.431,2.346,1.558,-2.363,2.199,2.057,-0.856,0.07,-4.762,-1.344,0.748,0.876,-0.237,-0.116,-0.83,0.273,5.191,-1.402,-3.8,-1.871,0.531,-5.234,-1.557,-2.125,1.707,4.788,-2.173,-5.608,-1.378,-1.094,-3.044,0.069,-2.891,-1.086,3.325,2.767,2.981,1.424,-4.727,0.898,-2.589,-0.499,2.066,-1.191,4.802,-1.398,-1.689,-1.798,2.052,-3.417,-0.334,2.433,-1.38,0.409,5.097,-4.369,-1.601,-5.07,-1.192,-3.294,-4.15,-1.189,-7.198,-0.718,1.745,-3.426,-2.647,4.407,-2.418,1.237,-0.545,-4.717,0.925,-2.49,-5.796,-2.955,-2.429,1.994,-0.967,-4.562,-2.172,-3.135,1.752,3.572,-0.318,-1.529,-1.522,5.572,-3.225,-1.391,-2.68,1.734,-4.565,-3.396,-4.598,3.444,1.002,2.234,1.653,2.435,0.04,0.662,-1.098,0.078,1.861,-1.828,-0.61,-0.116,1.737,-2.432,0.56,-1.704,-4.578,-4.55,3.0,1.7,-0.803,-1.599,-2.332,-1.533,-1.521,-1.145,1.161,0.05,2.213,-2.679,1.33,-3.106,2.754,-1.189,-4.306,0.632,0.825,-3.001,-0.006,3.795,2.381,-0.715,-1.546,-5.018,-0.613,2.093,0.598,-6.936,-3.154,-2.822,-1.988,-0.58,1.676,0.923,-1.996,-5.382,1.564,-1.607,-0.308,0.797,-0.269,-5.735,-2.252,-2.902,-4.533,-4.069,-0.313,-4.793,-3.491,-1.567,-1.095,-1.417,0.729,-4.039,2.083,4.409,-4.311,0.478,-2.417,-2.365,-5.122,-1.725,-3.515,-5.236,2.958,-2.361,1.213,-4.255,1.119,-0.217,-0.746,-3.513,-2.31,10.804,-0.299,2.619,-4.332,-4.455,0.304,-1.582,-1.875,-2.554,-3.975,-1.562,-2.667,-2.745,0.284,-2.982,-5.446,-3.119,4.178,0.256,1.439,-2.003,-1.523,1.741,1.601,1.951,0.576,-3.225,-0.268,3.834,-1.715,5.52,8.343,2.09,3.355,2.751,15.554,10.559],"base_top":[[760,25.078],[27336,19.539],[1206,19.239],[1597,18.523],[8160,18.284],[32,17.889],[7732,17.474],[332,17.464],[623,17.265],[814,17.226]]},"positions":{"tokens":[760,2919,10458,11,1048,3750,430,279,16153,29269,10458,11,369,279,18677,11,26068,1817,539,864,2919,10480,1881,279,8964,579,7099,321,279,16078,13,1049,16661,314,2250,1822,17102,25,271,16,13,220,2972,32983,92245,64700,23672,4649,73944,279,8964,579,7099,11,13969,2919,318,1445,51393,11,41713,11,34343,11,321,68812,8,310,2222,494,264,14058,1528,310,264,338,507,757,1528,13,1061,1817,11,2512,3514,92245,11,13273,15048,303,279,51393,321,279,7099,314,41713,321,34343,13,198,17,13,220,2972,48024,40249,64700,1577,279,2919,36405,35937,494,279,16078,11,424,1027,2971,1441,13,3095,424,23716,1141,64190,1406],"text":["The"," water"," cycle",","," also"," known"," as"," the"," hydro","logical"," cycle",","," is"," the"," continuous",","," circular"," process"," by"," which"," water"," moves"," between"," the"," Earth","'s"," surface"," and"," the"," atmosphere","."," It"," consists"," of"," three"," main"," stages",":","\n\n","1","."," "," **","Ev","aporation",":**"," Solar"," energy"," heats"," the"," Earth","'s"," surface",","," causing"," water"," (","from"," oceans",","," lakes",","," rivers",","," and"," groundwater",")"," to"," change"," from"," a"," liquid"," state"," to"," a"," g","ase","ous"," state","."," This"," process",","," called"," ev","aporation",","," occurs"," primarily"," in"," the"," oceans"," and"," the"," surface"," of"," lakes"," and"," rivers",".","\n","2","."," "," **","Cond","ensation",":**"," As"," the"," water"," vapor"," rises"," from"," the"," atmosphere",","," it"," co","ols"," down","."," When"," it"," reaches"," its"," dew"," point"],"proj":[[2.1458,-4.0353,10.1472,14.6743,-2.0363,-0.8552,2.0935,-0.6874,-0.2441,-1.2058,-0.0313],[-1.2066,-2.609,10.8436,21.3214,-1.6644,-2.0779,2.0554,-1.0047,-0.0692,-1.5672,-0.1373],[-2.6911,-0.9027,9.4346,20.234,-2.0692,-0.9325,1.2583,-0.6071,-0.2137,-1.5587,-0.1496],[-1.3203,-1.7601,7.1819,17.8986,-1.6802,-1.5727,0.3967,-1.3285,-0.4246,-2.3753,-0.0204],[-1.5376,-2.7777,6.0997,19.0359,-0.9725,-1.3634,1.2254,-1.5276,-0.3914,-2.0998,0.0837],[-1.4598,-2.9223,7.5454,19.7425,-2.2885,-0.9806,0.634,-1.1367,-0.3074,-1.6279,-0.1274],[-0.9619,-2.0649,6.1818,16.8464,-2.4844,-0.6774,3.1001,-1.2046,-0.2435,-1.9489,-0.2577],[-0.9989,-1.6795,6.3392,15.5847,-2.6015,-1.4732,3.0692,-0.6874,-0.1088,-1.4065,0.0213],[-1.8338,-1.9651,6.887,13.8213,-2.2218,-2.4979,2.9445,-0.3458,-0.3386,-0.9316,-0.0731],[-0.822,-0.549,7.4394,14.1148,0.4311,-1.567,3.7647,-0.8382,-0.0285,-0.9811,-0.2833],[-1.7777,-0.7097,8.5072,18.2252,-2.1854,-1.1249,2.6686,-0.5103,0.0636,-1.4338,-0.0577],[-3.1457,-2.0485,7.7115,20.2829,-0.8724,-1.2387,-0.0982,-1.259,-0.3874,-2.5789,0.073],[-1.2641,-1.7955,5.7538,15.5436,-1.9581,-1.4758,1.8647,-1.1898,-0.496,-2.0546,-0.0373],[-0.1894,-1.3577,4.8554,14.4538,-1.8229,-2.0379,2.6438,-1.153,-0.5556,-1.6351,-0.1157],[-1.3425,-1.4615,5.1834,12.5865,-1.9021,-1.8728,2.8354,-1.2762,-0.6997,-1.2754,-0.3237],[-0.8162,-0.9752,5.9888,11.353,-1.8199,-1.6426,2.2736,-1.2355,-0.5297,-1.2541,-0.0322],[-0.8291,-0.6815,5.3372,11.9215,-2.0418,-0.73,2.946,-1.2318,-0.2966,-0.9374,-0.014],[-1.3983,-1.4082,7.4534,14.272,-2.487,-0.9088,2.8347,-1.0941,-0.5975,-0.9688,0.1146],[-0.5835,-2.7255,6.3858,16.8254,-2.0506,-0.8964,1.1665,-1.3907,-0.4137,-1.9564,-0.0282],[-1.9134,-1.9215,6.2657,17.2955,-3.1778,-1.0522,2.4614,-0.5844,-0.2223,-1.9611,-0.2384],[-0.3338,-0.074,5.9661,13.9651,-1.4863,-2.656,0.0486,-1.5176,-0.3072,-1.1447,-0.3988],[-1.2243,-0.4747,3.3025,9.8062,-0.408,-0.9654,2.2586,-1.0007,-0.2623,-0.9468,-0.1994],[-1.0123,-1.4156,5.4259,14.4325,-1.1348,-1.5536,2.4976,-1.3055,-0.4046,-1.7502,-0.3433],[-1.2893,-0.3434,6.0073,13.5964,-0.7959,-1.4248,0.8073,-1.6959,-0.2358,-1.5119,-0.2106],[-1.5249,-0.0843,6.4753,12.0757,-1.2608,-1.7679,2.2134,-0.9835,-0.367,-1.3826,-0.2949],[-1.0651,-0.0066,7.3887,16.815,0.5838,-2.0323,1.6583,-1.0279,-0.216,-2.0423,-0.1517],[0.0691,0.3992,7.2944,13.693,-0.5071,-2.6588,2.2332,-0.8406,-0.1106,-1.3443,-0.4121],[-2.0675,0.8689,7.4957,16.5539,0.1131,-1.6064,1.3695,-1.3294,-0.2902,-1.9527,-0.4956],[-0.3971,1.3868,5.8917,14.4258,-0.2069,-0.9182,0.7978,-1.4038,-0.0487,-2.0326,-0.2872],[-0.3179,0.5513,5.6097,12.5931,-0.0621,-0.9277,1.1908,-0.8415,-0.1676,-1.7323,-0.3831],[-2.6139,0.5504,5.2217,15.799,-0.2172,-1.1991,2.3914,-1.5684,-0.6993,-2.5535,-0.1246],[1.7328,-4.3739,5.5907,15.1819,-1.9378,-0.7488,0.3553,-1.8631,-0.1557,-1.6117,0.4165],[-0.1606,0.1827,6.5178,16.1411,-3.7708,-0.3539,0.9668,-1.3304,-0.3566,-2.0265,0.1432],[0.1312,-3.5156,6.6629,18.2398,-2.1768,0.8749,0.8355,-1.4834,-0.184,-2.2609,0.1334],[0.454,-3.9965,7.2923,17.4928,-1.6154,-0.2558,1.2018,-1.4366,-0.2022,-2.3626,-0.2516],[0.2319,-4.1928,6.6208,17.0323,-1.6186,-0.5425,2.4902,-1.3141,-0.5038,-1.8454,-0.0764],[-0.4828,-2.2495,6.6975,16.1716,-1.605,-1.295,1.4483,-0.9471,-0.5918,-1.2284,-0.1505],[-1.4136,-2.8856,5.8717,18.3446,-2.4609,0.4959,0.4964,-1.5191,-0.5413,-2.4753,0.1294],[-1.2486,-3.2631,6.1757,15.4094,-0.7199,-1.7549,2.1156,-1.0644,-0.0306,-1.774,-0.1696],[0.4264,-5.1137,10.878,15.4951,-3.3982,-0.1377,-0.2162,-0.9362,-0.1902,-1.4028,0.2899],[-1.8454,-2.8541,6.8225,14.3275,-1.643,-2.4115,-0.9219,-0.6875,0.0752,-1.794,0.2802],[0.4448,-3.7153,6.967,12.9551,-0.4201,-1.8873,1.4566,-0.4548,-0.2209,-1.0625,-0.1097],[0.218,-2.6913,6.6751,13.0694,-1.5493,-1.4883,2.9173,-0.6585,-0.0875,-1.1286,0.0708],[1.4202,-2.314,6.6652,8.8283,-0.6099,-1.5702,2.2772,-0.4925,-0.0821,-0.9408,0.0143],[1.6327,-1.8779,5.5537,13.1683,0.339,0.2967,2.0395,0.511,-0.2926,-1.3214,0.334],[-1.5595,-2.6211,5.4881,15.9754,-0.7394,-0.5578,3.7225,-1.0342,-0.395,-2.1267,-0.0435],[1.0759,-0.9114,2.9358,10.0779,-0.8313,-1.2915,3.6332,-1.3947,-0.3091,-1.2953,0.0926],[-1.1107,-0.0042,6.6893,16.4671,-1.5798,-1.0612,2.9969,-1.2561,0.1333,-1.1088,-0.3331],[-0.9305,-0.2136,5.8325,14.5523,-1.7603,-0.6355,1.8783,-1.0648,-0.4696,-1.6051,0.1363],[-0.715,-1.0263,5.993,14.8895,-1.1366,-1.3257,-0.3826,-1.627,-0.0752,-1.7138,-0.2555],[-1.3472,-0.5478,6.6133,15.2351,-1.5364,-0.4404,2.4351,-1.1716,-0.2089,-1.2938,-0.0663],[-1.2497,-1.057,7.3752,18.1278,0.0382,-1.6865,2.9698,-1.4426,-0.2625,-2.0524,-0.049],[-0.0704,-0.3234,7.5254,15.9516,-1.3352,-1.4534,2.8115,-1.312,-0.1305,-1.2393,-0.3053],[-1.6941,-1.8538,6.8553,18.1676,-0.9729,-1.6159,2.4987,-2.2614,-0.3264,-2.0327,-0.3851],[0.0567,-1.5171,4.2357,13.9116,-2.1077,-0.7287,0.9393,-1.6896,-0.2722,-1.8131,-0.0995],[-0.3908,0.4081,5.3958,13.9065,-1.1647,-0.9297,1.1137,-1.546,-0.1057,-1.5217,-0.1197],[-2.5047,-0.4876,5.9556,14.9822,-0.3966,-0.7568,1.235,-1.4036,-0.5035,-1.5971,-0.4877],[0.1086,-1.0195,10.3841,14.5829,-0.9457,-1.0876,1.3161,-1.5243,0.1021,-1.3534,-0.2943],[-0.3293,-0.1872,5.794,14.2511,-0.273,-0.2828,1.9697,-1.942,0.5464,-1.431,-0.4803],[-0.7017,0.4054,6.3942,14.6784,0.9342,-1.3265,2.2533,-1.4704,0.2109,-1.9012,-0.2965],[-0.2341,-0.5511,5.589,12.9371,0.3032,-0.5465,3.2136,-1.2818,0.4468,-1.2343,-0.4756],[-1.4363,-0.3771,7.1283,16.1749,0.4966,-1.0628,3.1854,-1.2501,0.2907,-1.7886,-0.1225],[-0.5341,-0.4464,5.848,13.5422,0.1152,-0.3347,3.1403,-1.2099,0.3708,-1.4117,-0.294],[-2.201,-0.8325,6.734,16.7304,0.3024,-0.6031,3.2456,-1.1672,0.188,-2.2198,-0.1924],[-0.6826,-0.3395,5.5905,13.4672,-0.1287,-0.0703,3.0584,-1.3899,0.2058,-1.6101,-0.2339],[-0.543,-0.3225,5.6272,12.9187,-0.2338,-0.317,2.5871,-1.4405,0.1708,-1.5155,-0.4061],[-3.2748,-0.426,7.0511,17.4269,0.3298,0.0948,2.3732,-1.0984,-0.2563,-2.1981,-0.4383],[-1.5843,-0.6077,6.3579,15.6703,-0.5508,0.499,2.9188,-1.0291,-0.7338,-1.6409,-0.0779],[0.8304,-0.2694,5.2789,11.6123,-1.8889,-0.0613,2.3565,-1.3129,-0.655,-1.6253,0.1926],[-0.9125,-1.8392,6.5242,16.8912,-1.4912,-0.1563,2.0625,-1.738,-0.3638,-2.6358,-0.0791],[-0.8112,-0.8801,7.586,17.1644,-1.4217,-0.6357,2.416,-1.9243,-0.23,-2.4544,-0.2486],[-1.7874,0.1063,7.1996,15.4024,-1.115,-0.503,1.454,-1.3787,-0.2734,-1.8697,-0.3555],[-3.2818,0.7464,8.0997,17.2511,-1.104,-1.0518,3.6701,-1.0896,-0.5998,-2.5468,-0.0823],[-3.092,-0.6679,8.6257,19.8132,-0.871,0.2634,3.083,-1.4466,-0.5329,-2.806,-0.0313],[-0.1694,-0.4326,5.7739,15.2936,-0.5633,-0.8065,1.593,-1.4087,-0.3542,-2.1364,-0.1316],[-0.8125,0.4422,6.2246,14.7314,-0.3952,-1.9506,0.3298,-0.9951,-0.5477,-1.4783,-0.2163],[-0.9853,0.0103,6.3281,12.9014,-0.8039,-0.506,1.5619,-0.1869,-0.5257,-1.3824,0.045],[-1.2444,-1.5909,7.3136,18.2463,-0.503,-0.402,1.4106,-1.2061,-0.5251,-2.2808,-0.0045],[-0.238,-0.7256,7.0902,17.7131,-1.364,-0.9201,1.8634,-0.9988,-0.4269,-2.0465,-0.1814],[-1.5374,-0.9826,4.96,15.9048,-0.6797,-1.3132,1.0,-1.4419,-0.8584,-2.6025,-0.3155],[1.2312,-3.1244,3.6683,14.0595,-1.1984,-1.6014,1.4524,-1.3706,-0.5369,-1.6528,-0.03],[-0.3365,0.6782,4.0517,13.8321,-1.1885,-2.0689,1.5536,-0.6803,-0.5623,-1.484,-0.239],[0.2811,1.7522,4.7412,13.5485,-0.8209,-0.5709,2.5107,-0.9744,-0.3917,-1.797,0.2704],[-0.7484,-2.313,5.9002,19.2872,-1.1712,-0.616,1.7382,-1.4558,-0.6717,-2.3465,0.363],[-0.1696,-1.266,7.3074,16.6058,-0.9139,-1.0818,3.0618,-0.6078,-0.2012,-1.6682,-0.1133],[0.5355,-1.3655,6.6824,14.5602,-1.1242,-0.2607,1.8124,0.4133,-0.5201,-1.9493,0.2785],[-2.1787,-1.2092,5.4383,16.8168,0.1016,-1.3634,2.6247,-0.6876,-0.8676,-2.4429,-0.1777],[0.0602,1.4975,4.3429,12.5522,-1.0443,-0.5986,3.1112,-0.7918,-0.5129,-1.5571,0.0843],[0.086,-0.1973,5.0913,15.735,-1.0656,-0.7575,3.7209,-1.7473,-0.5778,-2.1701,0.2769],[-0.3414,-1.0953,6.2365,16.0825,-0.7788,-0.569,4.2151,-1.6159,-0.3249,-2.3347,-0.0516],[-0.2712,-1.0815,4.6215,14.1118,-1.0087,-0.4511,1.8238,-1.4074,0.3887,-1.4723,-0.4019],[0.2114,-0.5751,4.6891,12.5972,-0.7654,0.6768,3.1836,-1.0729,0.146,-1.5857,-0.3129],[-0.4212,-0.327,5.2828,16.124,0.5743,-1.3428,2.9072,-1.4404,-0.0107,-2.2994,-0.2113],[0.5436,0.2088,4.2661,13.2569,0.0703,0.2407,2.9527,-1.1162,0.1863,-1.5724,-0.5092],[0.4098,-0.0066,4.9516,12.1441,-0.4014,0.7174,3.6105,-0.8516,0.0616,-1.4943,-0.2971],[-0.0985,-0.7153,8.1625,17.1119,-0.2824,-1.2309,4.0672,-1.082,0.1804,-1.0731,-0.2582],[-0.5439,-0.8049,6.3069,15.9836,-0.6996,-1.0825,1.8487,-1.4708,0.5771,-1.032,-0.4573],[-0.5417,-0.6809,6.7579,16.9126,0.352,-1.0797,3.5325,-1.714,-0.0675,-2.3248,-0.1412],[0.7129,-0.5903,5.8736,14.5919,-0.0602,-0.8919,3.2318,-1.2676,0.561,-1.6036,-0.5615],[-1.623,-0.8569,6.2172,17.911,0.3481,-1.1754,3.6179,-1.5338,-0.3975,-2.5889,-0.2143],[0.3589,-2.2971,4.8085,15.5495,-0.9667,-1.5892,2.7374,-1.2632,-0.3594,-1.6028,0.2593],[-2.4022,-2.8144,10.3795,16.6033,-3.9094,-1.5744,0.4893,-1.1762,-0.0778,-1.5695,0.0476],[-4.2342,-3.3517,9.0825,18.206,-2.0248,-2.0416,0.0296,-0.6413,-0.078,-1.6145,-0.2044],[-2.3637,-3.1547,9.2342,15.4816,-0.6853,-2.6072,2.4819,-0.1288,-0.1782,-0.9843,-0.0128],[-0.6547,-1.8027,4.8645,10.0295,-0.2384,0.172,3.851,-0.2598,-0.0095,-0.9554,-0.1176],[0.4032,-1.8786,5.8113,7.2513,-0.2221,-0.122,2.9096,-0.3954,-0.0419,-0.9712,-0.0687],[1.3673,-1.0592,7.0237,12.3022,-0.7371,3.3187,1.6298,-0.6794,-0.2878,-0.87,-0.1132],[-1.2448,-1.758,4.3062,14.412,-0.9453,0.6092,1.3879,-0.762,-0.4257,-2.0887,0.0671],[0.9091,-1.9337,2.7536,10.4711,0.558,-1.0757,0.1702,-0.8095,-0.3093,-1.6462,-0.18],[-0.2276,-0.6531,5.7384,15.7762,0.1539,-2.5045,0.0478,-1.4417,-0.1343,-1.9127,-0.2542],[-1.4998,-0.6943,4.885,13.6203,0.7529,-2.2975,0.1653,-0.5577,-0.2734,-1.3883,-0.2995],[-1.8601,0.5751,4.795,12.5362,1.1628,-1.2436,-0.0745,-0.7032,-0.4577,-1.4885,-0.0129],[-0.7157,0.4895,2.6805,10.6369,1.5909,-1.344,0.6788,-0.9238,-0.3976,-1.6669,-0.1051],[0.1849,-0.5551,4.31,14.7628,0.9035,-0.6667,-0.021,-1.5625,-0.0381,-2.6895,-0.0725],[-0.96,-1.6522,5.8591,17.8182,-0.5228,0.0305,0.1127,-1.6802,0.421,-2.5015,-0.3577],[-0.0021,-1.1936,5.6791,15.5166,-0.362,-0.3214,1.8549,-1.0766,0.1684,-2.0327,-0.3968],[-0.0448,-0.4926,3.1148,14.1559,1.5106,-0.3395,-0.6284,-1.4277,-0.1991,-2.6304,-0.3264],[1.2508,0.4135,2.8846,12.9128,0.5762,-0.2632,-0.1325,-1.7398,-0.0034,-2.0057,-0.4906],[1.0204,1.7215,2.1344,7.8398,0.6874,0.7039,0.2071,-1.0201,-0.068,-1.3471,-0.1113],[0.5043,0.023,2.1905,6.782,0.6372,1.3389,0.7986,-0.0509,-0.0761,-0.5058,0.257],[0.0457,-1.3188,4.1769,13.6306,0.6854,0.1258,-0.4307,-1.7796,-0.4086,-2.3195,-0.4285],[0.0696,-1.1346,2.633,11.7497,1.4526,-0.4574,0.3067,-1.7986,-0.3426,-2.3741,-0.4367],[2.2385,-2.2757,1.5929,11.3959,-0.6358,-0.1404,-0.4734,-1.2612,-0.4738,-1.6338,-0.2219],[0.1984,-0.5249,3.7527,13.6452,-0.5062,-1.0031,-1.0159,-1.4247,-0.2172,-1.7598,-0.4331],[0.0375,1.6327,3.1538,10.4803,-0.4178,0.5759,-0.0962,-0.8694,-0.0632,-1.2298,0.0167],[0.0105,-1.7721,4.0438,12.147,-0.91,1.7526,-0.5361,-0.9291,0.3293,-2.521,0.0582],[-0.4416,-2.2822,4.6802,11.9885,-0.6827,0.9455,1.2331,-0.5381,0.0341,-1.6209,-0.2628],[-1.1539,-1.1089,6.5277,15.0025,-1.4281,0.2964,1.4109,-1.0759,-0.369,-2.1483,-0.0905]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"The water cycle, also known as the hydrological cycle, is the continuous, circular process by which water moves between the Earth's surface and the atmosphere. It consists of three main stages:\n\n1.  **Evaporation:** Solar energy heats the Earth's surface, causing water (from oceans, lakes, rivers, and groundwater) to change from a liquid state to a gaseous state. This process, called evaporation, occurs primarily in the oceans and the surface of lakes and rivers.\n2.  **Condensation:** As the water vapor rises from the atmosphere, it cools down. When it reaches its dew point","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":760,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"The water cycle, also known as the hydrological cycle, is the continuous, circular process by which water moves between the Earth's surface and the atmosphere. It consists of three main stages:\n\n1.  **Evaporation:** Solar energy heats the Earth's surface, causing water (from oceans, lakes, rivers, and groundwater) to change from a liquid state to a gas (water vapor) and rise into the atmosphere.\n2.  **Condensation:** As water vapor rises, it cools and changes back into liquid droplets, forming clouds.\n3.  **Precipitation:** When clouds become too heavy,","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":760,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"The water cycle, also known as the hydrological cycle, is the continuous, circular process by which water moves between the Earth's surface and the atmosphere. It consists of three main stages:\n\n1.  **Evaporation:** Solar energy heats the Earth's surface, causing water (from oceans, lakes, rivers, and groundwater) to change from a liquid state to a gaseous state. This process, called evaporation, occurs primarily in the oceans and the surface of the land.\n2.  **Condensation:** As the warm, moist air rises from the oceans and the land, it cools down. When it","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":760,"identical_to_original":false}}},{"id":"prose-09","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Why do leaves change color in autumn?","tools":[],"prompt_tokens":31,"decision":{"rms":0.38734476890277064,"sumsq":153.63580927625299,"hb":[0.01422,-0.01708,-0.3408,-0.29553,-0.11841,0.17854,-0.65433],"lse":23.94841111047815,"logits":[13.207,12.523,10.896,15.289,10.52,9.409,8.575,8.656,10.368,10.088,13.748,11.156,16.57,13.529,12.25,13.031,12.329,15.296,11.339,13.678,15.323,16.369,14.002,11.998,10.389,13.284,12.126,14.342,11.357,11.905,13.051,11.233,9.683,9.816,5.738,9.029,8.185,10.28,7.111,6.609,7.698,4.817,4.755,11.321,5.552,6.332,1.367,6.035,7.414,18.082,2.04,2.61,4.715,3.479,3.22,6.931,4.166,7.017,12.107,7.735,0.482,20.735,0.866,7.444,6.02,5.889,1.676,14.794,-3.513,21.22,7.293,4.463,12.061,-1.031,14.98,4.222,11.652,17.066,5.561,7.843,14.084,2.692,10.788,13.296,12.76,7.159,3.772,3.752,10.858,6.977,-0.537,12.918,17.707,8.106,6.111,12.641,13.98,-3.487,2.22,2.555,13.042,15.508,-1.553,11.302,0.42,15.413,14.933,1.69,0.321,12.051,3.4,10.275,10.838,5.977,13.479,15.116,17.981,4.135,13.897,4.851,15.484,14.44,17.773,12.175,17.849,2.296,4.257,13.411,10.785,23.685,-1.832,6.798,1.184,3.757,10.775,8.717,3.082,14.462,2.084,10.108,10.255,17.066,13.509,8.514,-0.923,8.178,14.055,-1.214,12.88,1.737,5.591,10.366,6.212,8.319,11.417,5.337,5.996,4.622,13.695,10.264,14.764,1.346,11.641,-0.508,12.863,-0.64,6.616,4.422,-4.979,6.933,13.93,14.979,17.516,17.443,3.241,3.584,4.711,10.516,13.584,10.809,11.129,0.078,7.856,0.521,8.547,10.021,15.77,8.378,1.124,13.652,16.244,-1.557,18.373,0.661,4.586,4.53,12.276,14.945,8.419,-0.18,10.61,6.603,13.664,3.549,13.845,12.666,7.77,1.428,0.053,14.357,4.886,15.21,12.078,-0.702,9.488,2.082,-1.781,-1.566,0.162,3.506,7.726,10.104,6.588,0.624,2.167,16.634,3.546,1.258,-0.144,9.16,6.012,-3.848,-0.691,5.886,17.287,10.962,2.493,10.89,12.884,13.694,3.662,-0.466,6.273,0.7,-2.497,11.846,-0.814,-0.667,5.82,10.568,0.673,5.363,14.553,14.241,11.076,-3.265,7.642,7.747,10.502,17.918,6.271,12.693,-0.494,0.791,0.318,8.339,1.463,13.434,4.528,16.077,-1.183,1.368,-0.808,1.726,0.989,11.836,10.811,-3.859,9.556,-1.236,7.643,13.695,0.321,3.289,11.618,6.364,1.531,5.166,14.189,11.926,2.247,11.333,13.199,5.157,11.423,8.541,1.821,11.651,16.416,10.252,12.682,9.03,-0.217,18.866,13.825,11.56,4.843,11.178,-2.664,14.58,13.016,4.518,17.146,18.301,-1.224,-2.164,15.4,2.595,-2.688,-2.219,0.966,13.541,9.595,11.828,1.961,8.211,0.096,1.222,12.487,12.036,15.192,3.289,2.297,11.851,9.6,5.878,15.791,0.137,2.71,10.218,-3.026,6.03,5.385,7.826,0.933,6.616,14.632,1.643,8.672,0.513,8.55,-2.032,0.562,-5.452,-2.556,15.563,11.764,16.717,11.834,13.395,-0.115,5.539,-1.863,-1.228,10.878,5.609,7.952,1.676,0.473,3.534,8.209,5.721,-0.142,9.359,15.97,-0.761,14.34,15.401,11.748,14.361,2.844,0.442,12.632,-1.275,10.918,11.652,-1.947,-2.759,3.462,8.96,11.778,6.824,12.232,17.712,2.342,8.319,11.344,9.197,-0.061,-0.373,6.265,-2.009,10.97,17.189,8.295,-1.867,7.962,8.905,-0.478,-0.337,11.434,18.959,4.209,1.038,9.86,14.105,-4.9,9.21,14.573,11.358,5.762,12.629,0.237,3.762,0.723,13.191,-0.415,-0.207,12.405,-2.903,12.836,6.598,-0.395,7.928,-1.594,5.504,8.71,4.695,12.257,12.057,11.859,-1.804,8.424,5.476,-3.508,0.875,12.303,3.663,11.075,-0.217,13.408,-3.994,9.636,-3.348,-1.694,-1.564,13.458,8.523,12.108,-0.362,1.078,11.773,0.939,10.038,3.335,3.135,-0.028,3.671,15.589,11.412,8.65,13.135,11.018,-3.867,1.473,-2.62,0.482,13.917,11.531,-0.887,5.378,8.379,12.261,1.095,13.233,14.916,-2.241,4.028,14.743,12.701,14.443,3.402,11.228,-0.859,6.95,8.916,12.473,1.225,12.128,-2.59,20.871,0.698,15.892,11.095,-1.834,8.8,3.565,10.77,9.769,14.911,4.14,9.973,0.985,-0.583,11.795,3.607,2.264,13.757,-0.304,11.364,9.779,0.348,-1.515,-2.496,10.029,8.624,-1.367,-2.192,16.326,9.155,0.51,11.725,2.924,-1.46,0.133,3.958,2.233,-0.896,12.421,2.176,14.068,-1.121,-0.169,5.608,-3.665,3.632,11.992,10.276,4.219,1.244,2.856,11.591,0.317,3.54,4.407,13.054,-1.861,9.977,0.571,8.183,17.102,-0.046,-2.772,0.433,10.698,14.059,2.545,-0.219,11.211,-2.867,-0.842,6.35,-0.641,14.826,3.705,3.319,-3.269,13.378,2.934,-1.716,-1.629,9.269,0.88,1.678,9.394,-5.012,7.106,-1.224,1.243,0.221,6.856,5.727,-1.132,5.273,1.916,-3.746,-2.535,-1.744,2.398,11.254,0.724,12.394,14.879,6.751,13.353,13.714,0.817,2.956,0.045,-0.167,13.219,5.029,6.902,13.612,-1.478,-1.754,-4.861,7.27,10.359,10.808,8.695,0.301,6.613,3.149,13.748,17.066,9.256,8.75,-1.712,-2.549,2.528,-3.004,-2.492,16.281,12.494,8.783,14.427,-2.264,-3.81,-0.051,9.387,0.375,9.637,10.395,7.617,14.421,14.504,-2.266,3.82,10.285,1.557,-0.572,10.077,10.656,-4.723,-2.426,13.247,8.989,-0.381,4.961,8.777,10.215,6.319,11.06,0.207,-1.197,10.985,-0.571,8.444,9.347,-2.172,-0.847,3.551,13.984,-2.892,14.406,13.327,-1.797,1.156,-1.223,-0.653,2.475,2.759,8.132,2.899,1.846,0.784,10.734,7.578,12.862,10.868,14.886,12.216,13.426,1.029,12.501,0.351,5.721,14.466,-4.072,7.272,-0.378,0.305,-1.128,7.609,-0.832,10.784,-1.201,-1.69,8.583,11.021,-1.504,14.879,6.417,-0.317,3.487,2.955,-1.548,-1.641,0.079,-0.222,4.112,1.009,1.09,-2.344,12.143,-2.408,9.918,8.674,0.972,13.996,-4.959,-4.187,4.238,-3.159,11.151,6.637,-1.165,4.299,1.738,-1.362,3.41,13.257,-0.14,9.532,-0.211,2.095,-1.51,9.471,-1.836,-1.77,7.231,-5.335,-0.026,7.82,-1.722,-0.894,-1.335,-0.215,3.35,-0.099,-1.495,-3.769,13.939,1.962,1.345,0.884,1.971,-3.338,0.914,-0.124,-2.997,9.197,6.077,-1.561,0.071,13.159,14.422,-5.523,9.864,11.98,1.789,0.658,7.724,11.559,-2.091,10.131,-3.919,4.273,-1.247,11.678,-4.22,1.368,2.116,3.205,1.58,-0.306,3.596,0.67,-1.443,2.885,0.33,3.433,2.642,0.953,2.495,3.462,1.671,1.606,-0.341,1.89,-0.361,2.205,2.212,1.066,1.99,-1.695,-1.991,1.827,-0.196,0.429,1.146,4.667,0.282,0.494,-2.111,-3.576,-0.221,2.351,-1.352,1.72,-3.732,-3.292,6.088,1.036,-4.744,0.236,1.948,-1.93,2.722,1.737,-0.266,1.197,3.777,3.096,2.83,0.703,2.729,-1.16,-0.69,0.733,-0.516,-0.03,-1.956,0.527,1.894,1.168,-2.015,3.057,1.067,-2.23,-1.247,6.214,-0.971,-2.608,-1.05,2.75,3.447,-2.556,-2.917,-3.129,1.586,1.869,-2.401,-0.128,-0.226,2.504,3.378,-0.714,-2.221,1.405,1.443,-2.25,-0.039,-3.943,-0.079,2.091,-3.029,-0.409,-2.587,0.308,3.339,2.059,-4.071,-2.611,4.21,-4.867,0.82,-0.151,5.124,-4.428,-4.688,-3.468,2.056,-4.219,0.295,-0.091,4.797,0.291,1.352,-0.126,0.503,1.507,-1.993,2.217,-0.981,-0.265,-1.279,1.668,2.458,-1.853,-1.783,2.471,0.046,1.334,-1.092,-0.728,-0.947,-3.268,0.418,0.63,2.149,-1.261,-1.844,1.065,-1.502,1.455,-0.261,-3.472,2.157,0.574,-2.941,0.939,3.557,3.321,-3.398,0.164,-2.064,0.472,2.71,5.59,-3.239,-3.697,-1.335,0.108,-1.062,0.02,1.258,-3.278,-5.158,-0.282,-0.041,-2.284,0.288,-2.167,-5.818,-1.159,-0.42,-0.172,-0.107,1.499,3.274,-3.888,-0.467,3.222,2.301,-1.688,-2.538,1.491,2.556,-4.574,0.491,0.415,-0.388,-2.271,-1.884,-0.587,0.195,4.244,-1.741,-1.4,-1.323,0.414,-1.675,-0.651,-2.979,-2.32,8.318,-0.669,2.555,-0.416,-1.919,-2.524,-1.361,2.712,-2.13,-5.492,-0.079,-4.343,0.221,-2.111,-2.206,-3.37,-1.245,4.072,0.757,-0.817,-3.926,0.743,0.536,-0.787,-0.072,-2.109,-1.829,0.343,1.696,-1.547,7.433,10.678,4.664,6.017,4.821,17.163,10.872],"base_top":[[2229,23.685],[760,21.22],[30427,20.871],[623,20.735],[19002,18.959],[9930,18.866],[4350,18.373],[10990,18.301],[332,18.082],[1919,17.981]]},"positions":{"tokens":[2229,4541,2222,1829,303,40297,15048,4016,310,264,10286,314,2972,23827,71163,332,321,2972,86420,468,29006,159034,271,8160,369,279,2923,13909,28253,1817,25,271,16,13,220,2972,30729,71163,92217,11615,279,7578,3098,11,10583,6435,35515,4964,23927,11,864,369,8220,364,66833,3000,4649,13,1061,5954,10462,310,5335,37728,1083,11153,4649,318,82,8304,8,364,6310,13,198,17,13,220,2972,608,655,321,73485,92217,1577,279,3098,65332,11,279,5819,27891,264,1528,314,8204,13,561,35515,4964,23927,73959,11,864,369,5983,11,11690,310,1387,1441,13,1061,1817,369,3428,47126,539,279,5819,579,1144,310,74799,4649,321,2919,11],"text":["Le","aves"," change"," color"," in"," autumn"," primarily"," due"," to"," a"," combination"," of"," **","photos","ynthesis","**"," and"," **","pig","ment"," breakdown","**.","\n\n","Here"," is"," the"," step","-by","-step"," process",":","\n\n","1","."," "," **","Photos","ynthesis","**:"," During"," the"," growing"," season",","," leaves"," contain"," chlor","oph","yll",","," which"," is"," responsible"," for"," absorbing"," light"," energy","."," This"," allows"," plants"," to"," convert"," sunlight"," into"," chemical"," energy"," (","s","ugar",")"," for"," growth",".","\n","2","."," "," **","St","ress"," and"," Aging","**:"," As"," the"," season"," progresses",","," the"," plant"," enters"," a"," state"," of"," stress","."," The"," chlor","oph","yll"," pigment",","," which"," is"," green",","," begins"," to"," break"," down","."," This"," process"," is"," often"," accelerated"," by"," the"," plant","'s"," need"," to"," conserve"," energy"," and"," water",","],"proj":[[3.3028,-3.3247,9.3539,10.8402,-1.3591,-0.6025,-0.6808,-0.752,-0.1408,-0.7636,-0.1036],[-1.1432,-2.0984,9.599,15.6119,-1.3051,-0.9978,-1.4096,-0.8281,-0.2061,-0.9007,0.4082],[-0.5992,-1.4618,9.0663,18.7142,-2.2547,0.6774,1.1304,-1.4196,-0.7285,-1.5069,0.0317],[-1.6525,-1.488,8.8645,20.1537,-1.1786,-0.0455,0.3726,-1.1696,-0.5871,-2.0622,-0.2715],[-1.4042,-3.014,7.3045,19.0577,-1.154,0.2662,0.4597,-1.768,-0.6631,-2.5615,-0.2068],[-1.2523,-1.3872,8.3783,19.2769,-0.8643,-0.1974,0.3159,-1.2243,-0.0439,-1.4749,-0.0956],[-0.0119,-2.5619,6.4446,16.8193,-1.9559,-1.1036,0.8596,-1.3505,-0.7192,-2.5879,0.457],[-0.5974,-1.5378,8.053,19.6663,-2.4034,-0.6195,0.5528,-1.2595,-0.3577,-2.6054,0.3925],[-0.3661,-0.7662,7.1365,18.6208,-0.4894,2.7075,3.1704,-1.4851,-0.1675,-2.1952,0.2288],[0.2445,-1.3887,6.1527,17.0907,0.117,1.5388,1.3586,-1.5574,-0.3537,-1.7877,0.2277],[-0.5693,-0.9588,5.7134,14.2376,0.7321,1.261,0.6837,-1.025,-0.3403,-1.1483,0.4355],[-1.0475,-1.0776,7.0745,17.6476,-0.1625,2.9241,1.2041,-1.8557,-0.5313,-1.9868,0.3456],[-0.1093,-0.7215,5.7503,16.5785,0.388,1.7282,1.3465,-1.615,-0.4578,-1.5356,0.1988],[1.3273,-0.5285,10.1716,13.7025,0.2458,0.9442,0.9055,-1.152,-0.3413,-0.9578,0.0611],[0.3401,-0.1617,5.8772,13.0123,1.5981,1.2007,2.8123,-1.3662,0.0566,-1.3734,0.1364],[0.4786,0.076,4.0266,13.4197,0.2115,1.7496,-1.1054,-1.6,0.0163,-1.6827,0.2323],[-0.0713,-1.2436,4.9256,17.1517,-0.5135,0.8805,-0.7059,-1.7451,-0.1878,-2.2336,0.0315],[-0.038,0.0771,6.8437,17.4243,-0.6384,0.7189,0.6442,-1.4124,-0.4959,-1.8571,0.1886],[1.005,0.7035,10.4935,12.7439,-0.3878,0.8203,0.1783,-1.1157,-0.385,-1.0114,0.0966],[-1.1436,-0.8124,8.518,15.776,-0.0749,1.0706,1.6428,-0.9076,-0.1632,-1.551,0.2126],[-0.6326,0.1331,6.9332,15.31,-0.9778,2.2638,0.4411,-1.0152,-0.3504,-1.516,-0.061],[-1.9209,-1.5781,6.2188,18.0,-1.7531,2.4723,0.5283,-1.3724,-0.4383,-2.2949,0.1337],[2.3935,-4.4854,4.4,14.3659,-1.3954,0.0299,1.013,-1.9642,-0.0678,-1.588,0.1942],[3.35,-4.3417,6.2039,10.5868,-2.1137,0.6051,0.2096,-1.4367,-0.1224,-1.5665,0.0321],[-1.0309,-1.871,5.2739,17.0136,-2.5456,0.3449,1.9765,-1.5841,-0.0231,-2.0934,0.0132],[-0.6635,-2.287,7.9879,19.7162,-3.3051,1.288,0.4541,-1.5664,-0.1852,-2.3325,0.2141],[-1.6781,-2.4473,7.3011,18.9311,-1.5106,2.2282,0.5548,-1.2724,-0.2957,-1.4629,0.1592],[-1.614,-1.7687,8.8209,17.6507,-2.3945,-1.707,2.0641,-0.6846,-0.4172,-1.3752,0.6062],[-2.981,-1.8484,8.743,18.1545,-2.6541,0.5231,-0.0356,-1.4075,-0.2626,-1.1692,0.4654],[-1.5213,-1.8658,8.144,18.7344,-2.1818,0.2353,0.1061,-1.4896,-0.2605,-1.1278,0.4186],[-1.9364,-2.6513,6.7891,19.3397,-2.4221,1.4905,-0.7425,-2.0201,-0.2997,-2.2455,0.2209],[0.0859,-2.939,6.3939,18.4768,-2.851,-0.9156,1.242,-1.7896,-0.0526,-1.8797,-0.0211],[0.8424,-4.023,9.8017,15.1231,-4.0959,0.2213,-0.2445,-1.03,-0.1474,-1.5133,0.02],[-1.1553,-2.1677,6.8864,15.343,-1.8631,-1.5537,-0.7375,-0.9908,0.053,-1.7809,0.2048],[1.7136,-1.4611,7.0965,15.3717,0.5354,0.03,1.0971,-0.85,-0.2594,-0.9668,0.012],[1.6953,-1.0171,5.8699,14.7674,-0.5285,1.611,1.1725,-1.1408,-0.3014,-1.1564,0.1692],[2.3502,-0.9679,5.8346,9.9458,0.3527,1.3686,0.2519,-0.8271,-0.3132,-0.854,0.2404],[0.9768,-0.7243,6.3267,15.2386,0.4454,1.89,1.8229,-1.867,0.1988,-1.2773,0.0483],[0.7328,-0.5642,1.7288,10.5407,-0.1221,1.6315,-0.2791,-1.5241,-0.224,-1.4712,0.3726],[2.1633,-3.4621,2.9341,13.4951,-0.3544,0.7833,1.6877,-1.6676,-0.1111,-1.6007,-0.1637],[-0.8007,-1.7071,5.6408,16.1849,1.0732,1.7226,1.4038,-1.8767,0.3413,-1.9509,-0.2844],[-1.5032,-2.053,5.732,14.7994,1.8839,1.83,1.8422,-1.3143,0.0695,-1.7726,-0.1294],[-1.369,-1.9666,7.8137,17.1743,-0.505,0.9127,1.6622,-1.1944,-0.05,-1.7908,0.3868],[-1.4113,-2.6886,6.8871,19.4737,0.1186,-0.8535,-0.1887,-1.4885,-0.3975,-2.392,0.1291],[1.1543,-0.9249,5.0498,16.3916,0.5934,-0.1489,0.542,-1.9396,-0.1615,-1.6093,-0.2846],[0.3118,-0.216,5.6329,13.2405,-1.4581,1.1836,1.2932,-1.4758,-0.8276,-2.3714,0.2973],[0.5186,1.102,5.9001,14.3644,-0.5802,2.2304,0.7777,-1.5318,-0.1478,-1.7311,-0.2913],[0.9682,-0.6127,5.1465,10.1533,0.7108,2.7316,0.8706,-0.8717,-0.5142,-1.6239,-0.2609],[1.2758,0.1987,6.3439,12.9273,1.2463,1.2751,1.8676,-0.9941,-0.5311,-1.6755,0.0472],[-2.0053,-0.0313,7.4059,18.9434,-1.209,-0.3315,1.8752,-1.0858,-0.7435,-2.5703,-0.2446],[-0.5838,0.1994,6.9487,18.1941,-1.7129,-0.3957,1.6746,-1.1894,-0.4943,-2.501,-0.0897],[0.3247,2.497,5.5321,14.4314,-2.6371,-0.144,0.6354,-1.3876,-0.6164,-2.2731,0.0027],[-0.9573,2.3103,5.7237,15.647,-1.082,-0.1071,0.8223,-1.287,-0.5245,-2.1119,-0.238],[-1.3523,0.8924,6.1445,15.1545,-3.448,1.172,0.7854,-1.4709,-0.2685,-1.6739,0.1783],[-0.3925,1.0278,5.285,13.0354,-2.1808,-0.313,1.3911,-1.7019,-0.2881,-1.5912,0.2936],[0.648,1.4848,7.1627,15.3503,-1.6893,0.4057,0.7232,-1.9594,-0.1806,-1.9331,0.1671],[-0.6468,-0.4371,6.2971,16.4495,-0.4412,-0.1637,1.2895,-1.5439,-0.3901,-2.1798,-0.3917],[-1.2315,-0.5083,5.3706,15.7518,-1.8997,-0.2917,0.4385,-1.7651,-0.4309,-2.736,-0.1652],[2.7234,-2.488,4.4706,14.979,-0.8755,0.5005,0.8531,-1.6913,-0.2305,-1.7318,0.1411],[-1.3992,0.8846,5.1187,16.5561,-0.6851,-0.3539,1.734,-1.4026,-0.2811,-2.2176,-0.4381],[0.6517,-0.2106,6.9215,16.3213,-0.2813,-0.4048,0.8009,-1.6687,-0.1081,-1.4219,-0.3799],[-0.7417,-0.0963,6.2007,16.0172,-0.8521,0.9986,1.9231,-1.2,-0.3692,-1.9576,0.0177],[-0.1233,0.5982,4.5251,12.0182,-2.0224,-0.1205,1.6554,-1.4622,-0.4695,-1.8933,0.3154],[-0.4737,1.3827,5.4805,14.2947,-0.445,-0.8535,0.6406,-2.1137,-0.2225,-1.8151,0.3075],[-2.2832,0.2231,5.6878,16.137,-0.8425,-0.6371,1.0526,-1.6041,-0.2013,-2.0743,0.1801],[-1.2507,1.0584,6.6266,12.8712,-1.0549,1.7122,0.476,-1.6596,0.0607,-1.882,-0.0393],[-1.792,0.0159,6.8466,14.2645,-1.1698,1.3239,0.7204,-1.332,0.2581,-1.404,-0.1005],[-2.0554,-1.0358,4.9986,14.217,-1.2247,0.5671,0.8242,-1.5026,-0.0368,-2.4273,-0.1946],[0.2348,0.1532,9.0854,8.584,-0.4845,1.3025,0.4793,-1.2553,0.1894,-1.6886,0.0755],[-0.0018,0.2857,4.8292,8.8999,-1.2861,0.6084,1.2248,-0.2962,-0.7959,-0.2717,0.6411],[-1.9167,0.2083,7.5591,15.546,-2.0806,0.1385,0.4602,-1.5542,-0.233,-2.1687,-0.2184],[-0.4506,-0.4099,3.9492,14.0192,-1.644,0.3841,1.4825,-1.4113,-0.1422,-2.5374,-0.2639],[-1.089,0.5194,6.0929,14.2745,-0.3322,-0.758,0.6964,-1.6151,0.1594,-1.3755,0.1858],[-1.9826,-0.7619,7.2992,17.5052,-1.1393,0.2347,0.9224,-1.5697,-0.2008,-2.2712,0.0976],[2.7336,-2.8471,3.5303,14.3133,0.1102,0.4425,1.9267,-1.4713,-0.1325,-1.5354,-0.1403],[-0.3075,-1.6576,8.5421,15.3424,-3.5382,-0.1195,1.0588,-1.2175,0.0394,-1.5947,-0.009],[-1.9585,-2.5121,7.1906,15.8238,-1.0198,-1.3007,-0.4254,-0.6918,-0.019,-1.6441,-0.2862],[0.2893,-1.078,7.7236,15.0033,-0.1825,-0.7817,2.1097,-0.5395,-0.2514,-0.7691,-0.066],[1.7094,-0.8418,5.2092,13.0944,-0.5586,0.8035,2.5108,-0.6193,-0.3172,-0.8926,0.0818],[2.6562,-0.7767,5.1138,7.978,0.152,0.8295,0.8017,-0.3004,-0.4147,-0.6293,0.0799],[1.107,-0.3942,2.1683,6.984,-0.8663,1.6405,-2.3091,-0.2725,-0.4123,-0.6287,0.3681],[-0.0934,-1.2085,3.8406,13.5409,0.1383,2.3643,-0.2188,-1.1607,-0.4095,-1.5353,-0.0378],[2.4888,-0.1574,3.6678,11.6852,-0.0363,1.3733,0.3755,-1.2592,-0.3141,-0.8534,0.3551],[0.4535,-2.6504,3.779,14.5565,-1.2446,1.4185,1.458,-1.3278,-0.5882,-1.5807,0.0791],[2.2565,-3.6183,3.7619,13.8104,-0.0731,1.0818,2.815,-1.4033,-0.3242,-1.5504,-0.0481],[0.2901,-2.2965,5.1192,15.3554,0.8608,-1.2225,2.2212,-1.6274,-0.0426,-1.2442,-0.3545],[-0.7322,-2.0042,4.8382,15.8434,0.8878,-0.8723,3.019,-1.1231,0.025,-1.1853,-0.1083],[-1.9627,-2.1972,5.2469,14.8199,-0.588,0.2171,0.6435,-1.3259,-0.3123,-1.2742,-0.1005],[-1.2567,-2.6936,4.99,17.4559,0.4417,-1.1194,1.8919,-1.4785,-0.188,-2.3792,-0.1013],[2.4658,-0.6057,2.8517,14.8424,1.4837,-0.1198,1.1632,-1.8508,-0.3628,-1.5717,-0.1026],[0.7059,-0.4675,3.737,15.0884,1.2839,-0.4822,2.5465,-1.1534,-0.315,-1.1183,-0.0771],[1.3572,0.4245,4.0362,12.8227,-0.6843,-0.0295,0.8765,-1.1745,-0.2377,-1.608,0.0228],[-0.3343,-0.7169,2.9735,10.5644,0.0816,2.2663,-0.9619,-1.0974,0.3326,-1.5935,-0.1396],[-0.5191,-0.6454,3.4,10.692,-0.2,1.2137,-1.2565,-0.9944,0.0677,-0.9771,-0.0486],[0.0816,-1.2929,5.347,15.3949,-0.8487,1.4618,-1.2697,-1.3478,-0.0094,-1.819,0.0768],[0.7787,0.4556,3.4548,11.594,-0.6642,1.4422,-0.4018,-1.202,0.0105,-0.9877,0.2197],[0.1225,-1.3071,4.6041,15.8633,-1.2578,1.3142,-0.7249,-1.2607,-0.3906,-2.3635,-0.2169],[4.0863,-1.1622,1.2033,10.6496,0.4049,1.7772,1.1259,-1.4794,-0.3133,-1.2598,0.1131],[1.3759,0.2541,3.4487,13.5219,0.9294,0.7433,1.5154,-1.1175,-0.3725,-1.1927,-0.1362],[0.4881,-0.6168,5.9625,13.0786,0.5154,1.6601,1.7957,-0.9989,-0.5027,-1.5475,-0.0917],[0.3516,0.1438,5.6382,13.0639,0.8118,0.482,1.7231,-0.7129,-0.5851,-1.5283,-0.0062],[-0.205,1.4719,4.7162,13.1257,-1.156,-0.2558,0.0474,-1.0733,-0.5791,-1.7806,-0.392],[-0.1173,2.133,4.8024,12.6038,-2.0566,0.3948,-0.244,-1.0376,-0.5193,-1.592,0.1579],[-0.2499,-0.1248,6.6034,19.4397,-1.9604,-0.1564,0.2606,-1.3302,-0.1376,-2.1142,-0.0405],[0.2294,1.6726,5.5251,13.3764,-2.9133,0.2919,0.4778,-1.1291,-0.4139,-2.3516,0.1684],[-1.1765,2.1428,4.6851,13.0869,-1.3123,-0.2149,0.252,-1.2793,-0.325,-1.7497,-0.2626],[-2.2617,-0.12,6.8502,18.4388,-1.2634,-0.2618,0.4588,-0.9859,-0.3039,-2.5203,-0.2224],[1.1047,2.6114,5.3438,12.6573,-2.8816,0.5464,-0.0106,-1.0488,-0.4543,-1.4712,0.3484],[1.1963,1.2781,3.8964,12.1863,-1.4466,2.3668,1.0889,-0.9386,-0.7545,-1.4562,-0.2028],[2.811,2.1543,3.4112,8.961,-1.8819,1.1764,0.2374,-1.3104,-0.7998,-1.381,0.1394],[-0.5645,-1.3775,5.7129,17.5536,-2.7176,-1.2724,-1.6253,-1.5672,-0.5425,-2.2177,-0.0269],[0.7105,0.6145,2.6895,13.3945,-1.213,-0.3451,0.5264,-1.7079,-0.3822,-2.5223,-0.2356],[3.5638,-2.1671,3.1679,13.8262,-0.5713,0.1686,0.5087,-1.4958,-0.1051,-1.6548,-0.1901],[1.7533,1.3489,3.7637,14.6709,-1.0652,0.8944,0.3744,-0.5711,-0.4921,-1.8025,-0.6439],[1.1983,2.0436,4.1992,15.1671,-2.8403,1.4335,0.1311,-0.7585,-0.3593,-2.183,-0.039],[0.2357,0.3143,4.3195,14.9978,-1.3776,0.9455,1.5718,-0.9289,-0.3904,-2.0118,-0.1507],[0.3109,-1.4384,4.6068,16.1208,-1.4647,0.635,1.0728,-1.0029,-0.2949,-2.2135,-0.0808],[1.0626,-0.7498,5.9579,17.7416,-1.3815,1.323,1.1124,-1.8781,-0.518,-2.7075,-0.0995],[2.1296,0.7768,3.6882,14.1324,1.5538,1.9869,1.4844,-1.9761,-0.4951,-1.7169,-0.0097],[1.6385,-0.4269,4.3771,13.4577,2.0944,1.0769,1.2804,-1.0964,-0.6201,-1.3457,0.0393],[1.8813,0.8221,4.8884,14.6671,0.1181,1.4391,0.489,-1.3706,-0.1563,-1.8729,0.1909],[1.3124,0.9399,4.7772,13.5871,1.0156,1.5172,0.8907,-1.0997,-0.1645,-1.3512,0.267],[-0.2669,0.2575,6.7778,17.162,-0.1033,2.3389,0.8549,-1.4116,0.0876,-2.3405,0.2759],[1.7492,1.8724,4.025,11.4512,-0.9571,1.5909,1.357,-1.4522,-0.1664,-2.1133,0.3908],[0.0574,2.6613,5.9706,15.1351,0.1726,0.7263,-1.4844,-1.974,0.3549,-1.8532,-0.1635],[-0.1647,0.8275,4.373,15.7259,-0.6132,1.0503,-0.2777,-2.196,-0.0103,-2.5391,-0.0321],[2.0444,3.3456,2.8342,10.4768,-0.675,1.4232,-0.0842,-1.8205,-0.2293,-2.1838,0.0135],[-0.6631,0.8923,3.7847,14.886,-0.2236,0.7429,0.2967,-2.2645,-0.3211,-2.2726,-0.2691]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"Leaves change color in autumn primarily due to a combination of **photosynthesis** and **pigment breakdown**.\n\nHere is the step-by-step process:\n\n1.  **Photosynthesis**: During the growing season, leaves contain chlorophyll, which is responsible for absorbing light energy. This allows plants to convert sunlight into chemical energy (sugar) for growth.\n2.  **Stress and Aging**: As the season progresses, the plant enters a state of stress. The chlorophyll pigment, which is green, begins to break down. This process is often accelerated by the plant's need to conserve energy and water,","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":2229,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONENENONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONONO","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"Leaves change color in autumn primarily due to a combination of **photosynthesis** and **pigment breakdown**.\n\nHere is the step-by-step process:\n\n1.  **Photosynthesis**: During the growing season, leaves contain chlorophyll, which is responsible for absorbing light energy. This allows plants to convert sunlight into chemical energy (sugar) for growth.\n2.  **Stress and Aging**: As the season progresses, the plant enters a state of stress. The chlorophyll pigment, which is green, begins to break down. This process is often accelerated by the plant's need to conserve energy and water,","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":2229,"identical_to_original":true}}},{"id":"prose-10","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Describe what happens during photosynthesis.","tools":[],"prompt_tokens":30,"decision":{"rms":0.3662699410319571,"sumsq":137.3723337764386,"hb":[-0.00943,-0.06087,-0.51486,-0.25833,-0.13658,0.27995,-0.48987],"lse":26.088385965785395,"logits":[14.25,13.892,10.492,15.37,13.162,13.093,9.751,11.075,9.892,9.042,9.144,7.4,15.917,13.073,11.701,15.258,14.131,13.418,13.447,13.755,14.397,13.342,11.888,12.385,13.8,15.184,12.045,12.472,10.479,11.7,12.95,11.349,10.642,8.642,5.301,6.205,8.147,9.465,7.698,4.504,7.756,6.153,5.138,8.832,4.953,5.909,3.476,7.006,3.852,23.4,4.521,0.241,4.441,6.37,3.85,4.23,5.385,8.263,16.322,8.031,4.203,19.331,6.001,4.126,3.018,7.662,-0.261,12.16,-2.404,22.028,4.22,3.448,15.454,-2.28,15.173,1.892,12.239,6.264,9.265,9.092,15.022,3.995,11.645,12.692,13.912,5.999,4.42,2.013,12.516,8.369,1.843,11.507,19.851,7.646,8.459,17.422,13.676,-2.373,2.677,3.786,13.619,12.007,-2.406,8.734,0.666,14.765,17.921,4.396,4.394,14.912,3.026,10.337,11.01,5.117,11.723,14.659,16.513,5.939,12.142,10.229,15.881,15.874,16.947,15.481,16.106,3.48,1.089,11.093,9.037,12.687,-0.335,8.105,2.862,5.455,10.273,5.272,8.288,16.955,3.678,10.529,10.576,14.073,12.853,7.32,-1.711,11.677,14.141,3.676,14.724,2.278,4.191,11.073,5.107,11.166,13.374,6.124,5.36,5.256,17.798,11.005,12.081,0.054,13.504,-2.03,13.798,0.053,7.327,5.739,-4.209,9.533,16.51,18.006,16.777,13.63,3.63,3.488,4.634,11.015,14.616,9.243,11.482,3.1,5.665,1.296,9.506,12.76,10.506,10.639,-0.477,13.474,13.759,2.627,19.227,2.937,5.055,5.913,12.522,14.852,13.356,2.812,15.616,5.919,12.228,5.514,13.305,12.122,8.486,3.567,2.032,14.512,1.122,13.819,14.01,-0.847,7.61,4.277,-3.317,-0.69,-2.553,5.061,9.48,11.731,7.917,2.821,5.223,12.63,6.837,0.001,2.758,9.248,3.34,-2.399,3.141,11.715,11.223,10.975,6.125,10.792,9.645,11.633,4.748,-0.439,6.749,1.843,0.667,10.697,1.348,-0.257,5.309,18.14,2.782,7.622,13.212,11.742,9.897,-4.983,6.726,10.231,13.068,17.51,7.257,9.779,2.112,1.622,1.849,9.725,0.233,15.31,8.865,19.049,0.192,5.867,-0.397,1.465,-0.049,10.909,12.322,0.075,11.428,0.268,8.384,11.268,5.031,4.096,12.514,8.324,1.075,6.336,15.853,12.431,1.273,11.252,13.475,4.994,8.801,8.96,4.186,11.552,16.458,11.068,15.814,9.91,2.489,13.507,12.783,20.736,5.195,9.866,-0.785,13.972,14.138,6.797,16.0,12.322,-0.212,-3.597,12.585,3.0,-1.625,-2.661,4.247,12.017,10.879,12.918,1.49,11.554,-1.531,0.032,13.826,12.416,15.358,4.279,2.616,12.628,12.643,3.736,14.919,1.869,4.539,11.286,0.627,5.402,8.335,6.186,0.618,6.824,17.155,-0.556,8.196,-2.208,7.965,1.079,-0.273,-1.436,-0.336,14.983,8.874,19.618,11.717,10.668,-0.204,8.624,1.059,0.221,11.295,3.633,7.949,3.513,0.168,0.634,9.138,8.478,2.035,9.391,15.789,1.424,13.073,25.312,12.827,17.778,2.535,-1.026,13.672,0.36,12.032,10.871,-0.538,-0.228,1.884,10.565,14.28,8.547,11.88,14.16,0.927,10.638,12.006,10.683,3.637,-0.09,4.439,-0.576,12.079,11.349,11.198,-0.325,10.61,10.965,0.592,-0.037,10.891,13.435,3.874,-0.025,12.544,15.077,-2.48,8.206,12.106,13.735,8.206,13.854,0.386,6.909,-0.125,14.935,-0.698,1.694,12.427,-0.473,15.604,9.951,-2.271,8.463,-2.605,2.708,8.845,3.416,11.053,12.616,17.942,4.689,8.095,6.007,-2.183,2.101,12.145,2.447,14.079,1.221,13.268,-6.078,12.163,-4.489,0.468,-0.696,15.865,7.635,9.194,1.373,2.958,16.151,5.623,10.124,6.895,1.643,-1.347,2.432,13.765,13.693,10.455,15.396,11.195,-3.574,-2.167,-1.397,3.078,15.316,12.951,-2.959,5.57,9.723,11.07,3.237,14.954,13.503,-2.137,5.839,18.112,11.243,12.272,0.902,15.611,2.089,9.337,10.437,13.878,-0.776,13.04,1.51,13.44,1.882,25.231,9.942,1.305,7.039,2.197,9.015,10.135,15.98,5.733,8.89,3.277,-1.607,11.209,4.081,4.697,13.969,3.761,13.563,11.101,2.212,3.026,-2.511,7.818,14.356,-3.94,-4.402,10.265,8.971,4.455,14.095,2.419,1.544,-1.287,5.181,2.328,1.602,9.676,1.788,15.411,-0.964,0.212,7.099,-0.137,3.08,15.449,10.867,5.697,3.936,1.302,15.655,1.962,0.606,5.271,11.922,-0.597,13.662,-0.849,8.257,11.776,1.605,-2.288,2.057,13.277,16.499,2.043,1.07,10.296,-1.21,-0.834,2.912,1.754,15.473,4.576,5.071,-0.395,14.067,3.387,-1.827,-0.386,10.914,4.995,1.776,8.468,-3.048,5.622,-0.28,1.403,-0.257,6.644,8.489,-1.866,7.191,4.08,-0.565,-1.191,-0.834,4.285,11.453,-0.016,13.111,13.989,10.779,18.057,14.554,1.491,1.3,-1.067,-0.715,15.347,6.007,8.345,16.652,0.303,-1.936,-2.694,6.371,11.044,9.177,9.665,0.459,6.282,2.71,21.388,17.075,10.942,10.492,1.526,-0.628,4.386,-0.297,-0.824,13.586,15.922,9.596,14.395,0.449,-2.561,4.109,10.926,-0.52,12.003,12.092,7.468,17.76,11.289,-0.515,4.182,11.022,2.198,0.332,11.499,12.851,0.244,0.464,13.552,10.947,-1.016,4.803,11.409,9.676,6.356,9.63,2.212,2.328,11.519,0.199,12.153,10.708,-5.509,0.733,3.305,18.074,-1.59,12.601,14.256,0.323,0.901,0.428,1.666,4.551,5.147,10.648,5.021,0.792,-2.369,13.725,7.977,15.178,7.617,14.435,15.723,13.871,0.213,16.501,0.611,4.037,15.335,-1.459,9.173,1.755,3.176,-0.409,10.052,3.452,13.197,-2.209,-2.767,10.591,9.196,-2.751,14.619,9.038,0.607,3.061,3.79,-1.336,-0.9,2.432,2.322,1.417,1.95,1.062,0.919,9.896,3.285,10.751,9.518,-0.617,11.223,-3.448,-2.304,5.5,-2.899,10.142,9.506,-1.196,3.022,1.767,2.794,0.254,12.71,-1.521,9.044,1.495,0.605,0.646,12.378,-0.864,-1.468,11.312,-4.04,-1.773,7.838,0.15,0.748,-1.461,0.344,3.041,-0.883,-0.381,-2.805,14.233,3.635,1.817,-1.575,2.738,-2.266,0.784,4.297,-1.883,8.173,6.779,-2.24,-0.914,12.912,9.547,-2.735,10.846,15.996,0.036,1.131,8.354,9.178,2.448,9.854,-1.451,9.657,-1.429,13.216,-3.186,2.363,5.537,5.428,2.035,-0.851,2.262,-0.354,4.237,3.579,2.705,2.495,4.481,0.869,-0.914,0.983,0.522,2.069,1.987,8.062,-4.061,1.704,1.602,2.808,-0.152,-0.228,0.772,3.037,-1.649,-0.91,1.298,2.82,2.974,1.679,-1.924,-1.975,1.177,0.707,-1.192,2.154,-1.519,0.961,5.428,-1.085,-2.846,0.38,1.413,-2.991,2.667,-1.568,2.787,2.597,4.239,5.85,2.127,-1.813,0.027,-1.02,1.587,1.574,-1.82,4.979,-0.677,0.068,0.517,2.7,-1.863,1.709,1.194,-2.408,0.38,4.927,-2.406,1.725,-1.387,0.545,3.989,-0.513,0.612,-2.859,-0.581,0.132,-0.306,2.566,-1.49,2.102,2.721,1.801,0.163,0.174,-1.444,-3.065,1.275,-2.304,3.006,2.634,1.905,-1.399,-1.809,0.622,4.645,1.279,-1.483,-1.775,4.929,-2.152,1.1,-2.499,3.721,-3.699,-4.064,0.863,5.19,-4.778,-0.223,-1.534,2.141,1.841,0.727,-0.633,2.482,3.66,-1.5,-0.363,-1.396,-0.481,-2.751,-1.63,-0.99,0.214,-1.144,3.742,2.925,0.328,3.109,-2.921,-0.307,-1.013,0.645,-0.978,3.015,0.333,-2.051,3.039,-0.84,2.397,-2.073,-2.62,2.816,2.545,-2.286,1.055,5.871,2.894,-0.709,-3.013,-1.296,1.656,4.638,3.231,-1.843,-2.847,-2.093,0.727,-1.013,2.218,1.794,-1.857,-2.962,2.899,1.979,0.051,-2.023,-0.419,-3.203,-2.312,-1.207,-1.135,0.731,0.971,2.617,-1.745,-2.365,-1.927,1.299,3.323,-3.035,4.255,2.651,-2.37,-0.534,-0.939,-0.008,-2.032,-0.349,-3.618,0.19,1.989,-1.217,-0.336,-0.026,0.418,2.135,0.197,0.785,-2.146,9.616,-1.275,3.571,-2.834,-2.434,-0.178,1.028,1.624,-2.134,-4.52,1.695,-2.472,0.536,-1.271,-3.425,-2.522,-0.236,3.592,2.174,1.738,-0.232,0.9,-0.82,3.746,5.112,0.943,-1.283,-0.715,1.528,-2.295,6.19,10.774,4.784,7.297,4.412,18.167,11.268],"base_top":[[15542,25.312],[30729,25.231],[332,23.4],[760,22.028],[50451,21.388],[10150,20.736],[1206,19.851],[13962,19.618],[623,19.331],[4350,19.227]]},"positions":{"tokens":[15542,7022,71163,11,10462,5335,3000,4649,1083,11153,4649,9476,303,32120,13,1061,1817,13273,15048,303,279,2972,69425,88093,82,332,314,5819,7515,11,864,6435,279,73959,2972,69425,4964,23927,159034,271,760,8240,314,4216,8524,10695,411,6195,25,271,16,13,220,2972,13512,21398,62883,92217,88233,4964,23927,33470,33170,85099,318,4009,4649,8,494,279,6797,13,1061,4649,3328,3490,54683,11,13969,1070,310,3166,310,264,4918,4649,1528,13,198,17,13,220,2972,27336,26907,1235,318,50451,335,4302,31230,25,1946,8032,279,54683,5384,539,35515,4964,23927,11,279,5819,39129,2919,33470,1651,39,62,17,46,3,8,1608,4649,494,279],"text":["During"," photos","ynthesis",","," plants"," convert"," light"," energy"," into"," chemical"," energy"," stored"," in"," glucose","."," This"," process"," occurs"," primarily"," in"," the"," **","chlor","oplast","s","**"," of"," plant"," cells",","," which"," contain"," the"," pigment"," **","chlor","oph","yll","**.","\n\n","The"," sequence"," of"," events"," generally"," follows"," this"," flow",":","\n\n","1","."," "," **","Light"," Abs","orption","**:"," Chlor","oph","yll"," molecules"," absorb"," photons"," (","light"," energy",")"," from"," the"," sun","."," This"," energy"," exc","ites"," electrons",","," causing"," them"," to"," move"," to"," a"," higher"," energy"," state",".","\n","2","."," "," **","Water"," Split","ting"," (","Phot","ol","ysis",")**",":"," To"," replace"," the"," electrons"," lost"," by"," chlor","oph","yll",","," the"," plant"," splits"," water"," molecules"," ($","H","_","2","O","$",")"," using"," energy"," from"," the"],"proj":[[2.456,-2.9447,9.9876,12.9497,-3.2614,-0.4423,0.2707,-0.719,-0.0798,-1.1619,0.2825],[-0.6202,-2.5857,9.6953,20.507,-1.896,-0.994,1.0205,-1.5525,0.1624,-1.8924,0.0491],[0.2322,-1.2286,8.724,17.4524,-0.2498,0.4329,0.9486,-1.1976,0.1417,-1.6291,0.1436],[-0.8133,-2.0622,6.1897,17.7861,-1.0209,-0.7884,-0.8226,-1.3194,-0.2181,-2.4669,0.0113],[2.0263,-1.3164,4.7196,13.7505,-0.8883,-1.8034,-1.0586,-1.588,0.0666,-1.9729,-0.0082],[0.1831,-0.8805,5.304,13.8624,-1.5592,-1.1306,0.1889,-0.9014,-0.4209,-1.9921,0.0969],[0.5943,1.7737,4.7035,12.6988,-1.1757,-0.2171,-1.044,-1.7996,-0.211,-2.1519,0.2823],[-0.0841,0.4818,5.4634,14.7319,-1.6595,-1.2365,-0.2035,-0.996,-0.3095,-1.6593,0.0206],[-1.7856,-0.6454,6.5444,16.2319,-2.1375,1.1455,-0.6035,-1.0841,-0.2897,-2.4468,0.2174],[-1.5516,0.2313,5.5299,11.5061,-1.9377,2.2063,-0.6193,-0.9684,0.0826,-1.8941,-0.168],[-2.5102,-0.4113,5.7084,12.9135,-1.2877,1.7113,-0.3338,-0.9659,0.1977,-1.4865,-0.0606],[-2.7816,-1.2547,3.7807,13.118,-1.9751,1.4818,-0.4096,-1.2509,-0.168,-2.3585,-0.1131],[-3.1074,-0.9894,5.2155,14.7422,-2.3083,1.7301,0.1611,-1.3895,-0.1229,-2.5103,-0.1377],[-1.4761,-0.5967,6.5738,12.5441,-1.7903,0.624,0.2491,-1.357,-0.0846,-1.9726,-0.0013],[-3.1708,-0.9483,7.4018,17.6738,-0.8907,0.3895,0.8569,-1.7758,-0.3368,-2.5738,-0.114],[2.9439,-5.2487,4.8723,14.1065,-1.848,0.1717,0.7551,-1.1716,-0.1491,-1.6891,0.2406],[-0.9025,-1.3562,5.9849,15.7896,-0.3806,-0.4794,1.8652,-0.7514,-0.257,-1.2537,-0.0252],[-0.3821,-0.2912,6.1298,16.1768,-2.9734,0.2126,0.905,-0.9677,-0.2197,-2.0261,0.2851],[0.1944,-0.209,4.0125,14.7219,-2.5357,0.5373,2.0998,-0.8662,-0.3636,-2.268,0.3134],[-0.6702,-0.5744,4.9629,15.6306,-2.8805,0.3033,0.8579,-0.6236,-0.1445,-2.1445,0.1458],[0.5324,0.039,2.2896,10.1885,-1.3347,0.0892,-0.3759,-0.8206,0.0232,-1.6543,-0.1208],[-0.1292,0.5037,2.3518,8.1777,-0.3829,0.6647,0.8247,-0.6401,-0.1489,-1.3869,-0.0491],[1.5243,0.7674,6.9501,6.5149,-1.7506,0.0488,0.6418,-0.4061,0.1539,-1.1327,-0.0514],[0.7538,-1.5725,3.4814,7.5452,0.5217,2.4577,0.3996,-0.7626,-0.4321,-1.6575,-0.2467],[-1.2243,-0.5488,7.3267,17.6586,-1.2324,-0.2927,0.6306,-0.7375,-0.367,-1.8027,-0.0813],[-1.8307,0.0391,7.0016,18.6812,-2.225,0.256,-0.5061,-0.8983,-0.293,-2.0689,-0.1138],[-1.1331,0.9505,4.7748,15.6156,-0.9096,0.6288,-0.0962,-0.8876,-0.462,-2.4679,-0.2376],[0.25,0.2351,4.6373,12.8749,-1.5425,0.5641,0.1274,-1.0768,-0.1903,-1.1376,-0.2138],[0.8364,-0.3164,6.9565,14.6885,-2.0316,-0.0845,0.2669,-0.5284,-0.3428,-0.9257,-0.2266],[-2.0563,-0.9557,4.9995,17.0597,-1.3476,0.2014,0.3724,-1.0389,-0.5538,-2.3688,0.1491],[-0.2943,-0.8137,4.5001,15.1212,-2.2443,0.2061,-1.2484,-1.1557,-0.3627,-2.1697,0.4841],[0.5469,0.7495,4.782,15.2773,-2.6636,-0.7958,0.2715,-0.8724,-0.2818,-2.439,0.0197],[-0.5968,1.5248,4.1491,12.1538,-1.286,0.681,0.1589,-0.6466,-0.0641,-1.8471,-0.0892],[-0.782,1.1846,4.9575,12.8827,-0.9648,0.3239,1.0368,-0.6667,-0.2996,-1.4554,-0.2715],[-0.3854,-0.8593,7.0365,15.8333,-1.4583,0.0221,-0.7223,-0.8765,-0.4737,-1.9935,-0.3415],[0.4987,0.656,12.104,13.4261,-1.7549,0.0771,-0.7821,-0.8117,-0.1941,-1.6732,-0.0423],[0.8457,-0.5818,5.1569,9.5785,0.0293,2.4871,1.0895,-1.2629,-0.6324,-1.7584,-0.1743],[0.524,-0.0912,4.6099,10.2879,0.7532,1.9158,0.0889,-0.8036,-0.6068,-1.5293,0.2774],[-1.5178,-0.6835,7.0298,17.0907,-2.3575,-0.0402,0.1324,-1.0875,-0.6781,-2.3303,0.0],[1.9111,-5.2539,3.8693,13.6778,-2.078,-0.5201,0.8076,-1.2243,-0.0989,-1.7196,0.3177],[2.4765,-5.6046,6.8262,10.558,-2.4702,0.191,0.0912,-0.8966,-0.135,-1.7483,0.2766],[-0.4562,-3.2624,6.1373,16.6125,-1.018,-0.8228,0.442,-1.0645,-0.1822,-1.5124,0.2362],[-1.2856,-2.5996,6.7398,18.5299,-2.7983,0.8968,-1.6103,-1.2678,-0.7477,-2.066,0.2998],[-0.6301,-2.6862,7.2153,19.0835,-2.1737,-0.2059,-0.86,-1.5315,-0.2584,-1.4271,0.029],[-1.0309,-2.3956,4.1443,14.9654,-2.5813,0.4722,-0.1506,-1.1427,-0.8707,-2.1551,0.1373],[-1.2926,-2.354,6.0837,17.0182,-3.1487,0.1674,-0.9856,-1.1137,-0.7097,-1.8827,0.2212],[0.009,-4.2489,4.5688,17.6225,-2.7831,-0.2617,-1.2513,-1.3846,0.0233,-2.5619,0.13],[-1.722,-2.9882,7.0709,18.4792,-2.4105,-0.3866,-0.4862,-1.2228,-0.5016,-1.6129,0.3887],[-1.9448,-4.0461,6.7952,19.5937,-2.0556,-0.1561,0.234,-1.6017,-0.4733,-2.7562,0.2007],[0.0074,-3.527,6.6216,18.4029,-2.6729,-0.9519,0.6595,-1.3664,-0.1786,-2.0222,-0.0311],[0.2469,-5.0371,10.773,15.3689,-4.2498,0.2225,-0.527,-0.6874,-0.1382,-1.4424,0.1659],[-1.5926,-3.0181,7.147,15.371,-2.015,-2.0369,-1.6554,-0.8913,0.1736,-1.8653,0.2347],[0.466,-1.8656,6.6687,13.6461,-1.4296,-1.7837,-0.5689,-0.6298,-0.1799,-1.4034,-0.0991],[0.6788,-1.1991,5.3594,13.3911,-2.517,-1.5092,-0.069,-0.9883,-0.1318,-1.2812,0.1122],[0.672,-0.6872,6.085,9.4892,-1.4475,-1.4776,-0.3382,-0.6573,-0.0446,-1.0303,0.1757],[1.002,-0.931,4.0148,11.1765,-1.3847,-0.862,0.7611,-0.7305,-0.0139,-0.882,0.0799],[0.6135,-2.1437,7.2579,14.4048,-0.4793,1.8837,-1.6116,-1.0022,-0.3023,-1.5256,0.0744],[-0.6089,-3.4396,4.7074,16.0577,-2.2762,1.2031,1.1543,-1.145,-0.503,-2.0632,0.1859],[2.089,-1.0868,2.6604,10.8309,-0.6475,-0.4364,1.1004,-0.6273,-0.2236,-1.6436,0.2137],[0.7018,-1.3029,6.5435,13.3147,0.5902,0.3439,0.6386,-0.8808,-0.6141,-1.6582,-0.0478],[-0.2574,-0.4367,5.4826,12.2013,0.7164,0.159,2.0285,-0.5535,-0.4628,-1.407,-0.0211],[-1.7801,0.5655,5.4692,13.0524,-1.4321,-0.7646,1.3303,-0.4495,-0.4803,-2.1457,-0.3882],[-0.8623,0.2744,4.6505,12.6841,-2.6218,-0.315,1.355,-0.6279,-0.5505,-2.5741,0.1041],[0.7662,0.8211,6.2803,14.7918,-2.8391,-0.7178,0.232,-1.1933,-0.23,-1.8603,0.001],[-0.6344,-2.2412,7.223,18.9605,-1.7037,-0.7648,1.3867,-1.2088,-0.3291,-2.4589,-0.2959],[1.2286,-0.5214,9.2006,11.6377,-1.9988,-3.0178,-0.1222,-0.9565,0.2335,-1.2604,-0.2595],[0.1278,-1.3656,5.5634,14.3783,-1.6381,-1.8958,0.646,-0.8611,-0.1291,-1.5709,-0.3484],[-0.533,-1.363,5.7823,17.5108,-2.8987,-0.9355,0.4506,-1.2765,-0.3045,-2.3863,-0.2431],[0.3266,-1.1681,4.3969,14.5018,-2.725,0.2685,1.3794,-0.9869,-0.4337,-2.6517,-0.2386],[-0.7033,-0.2569,6.343,16.0374,-1.8064,-1.3138,0.1249,-1.6193,0.1966,-2.257,-0.0409],[-0.1557,-0.8504,5.8325,14.6579,-1.6356,-1.9361,0.4322,-0.8507,-0.2158,-1.9154,0.0807],[-0.9161,-0.2486,4.3983,15.2576,-3.2295,-0.9293,0.4029,-0.9369,-0.4539,-2.3365,-0.2746],[2.1871,-2.9776,3.3758,14.3971,-1.3323,-0.2157,1.0158,-1.3644,-0.0604,-1.8981,0.0695],[-0.9474,0.0211,5.3484,17.0942,-1.9688,-0.2486,0.7616,-0.7312,-0.1259,-1.8323,-0.3942],[-1.186,-0.2509,3.9545,12.7645,-3.1195,0.7301,1.3408,-0.727,0.0215,-2.0875,0.3331],[0.1989,-0.1048,4.3851,11.2661,-1.7459,1.954,0.006,0.2889,-0.4021,-1.1533,0.1918],[-0.0828,0.1553,5.2207,13.8129,-1.5297,-0.077,-1.9871,-0.8092,-0.2856,-1.4948,-0.0263],[-1.0828,-0.8008,5.5823,17.73,-1.2903,0.1539,0.8815,-0.9422,0.0101,-2.073,-0.28],[0.3174,-1.4447,3.5921,12.9198,-3.1986,1.3319,0.8697,-0.6979,0.0825,-1.7525,0.2389],[0.5299,-1.2475,7.1305,17.0182,-2.2902,0.3985,0.3602,-1.3679,0.127,-1.8765,-0.079],[-0.2761,-0.0858,4.9991,14.0822,-0.4798,1.7197,2.0936,-0.5236,0.0678,-1.8156,0.308],[1.5399,-0.2819,3.3443,10.236,-0.7821,1.4152,1.053,-1.1154,0.1314,-2.0019,0.3995],[-0.0046,-0.8799,5.0346,14.4819,-0.8688,0.89,2.2604,-1.0464,0.4597,-2.1759,-0.0069],[0.4156,0.121,5.1015,13.8367,-0.0602,0.4249,0.6104,-1.2346,0.6979,-2.3948,-0.3142],[0.1242,0.0167,4.7116,12.4597,0.1756,0.4043,-0.0955,-1.2823,0.2931,-1.794,-0.1776],[-0.6403,1.6778,5.7991,13.2968,-0.7008,-0.2686,0.9019,-0.8088,0.1393,-1.69,-0.0655],[-0.5575,0.5135,6.3993,15.6021,-2.3093,0.8583,1.1188,-0.7256,0.2091,-1.9748,-0.3612],[-0.88,-0.0573,4.8122,16.7717,-1.2658,-1.1213,0.742,-1.2978,-0.1811,-2.8756,-0.219],[2.1657,-2.6438,3.5978,15.8898,-1.9029,-0.2156,0.6757,-1.0144,0.1348,-1.8356,0.1244],[-1.6288,-2.2552,9.9866,15.8715,-4.2574,-0.3491,-0.0937,-0.8234,0.0792,-1.7198,0.0461],[-3.1016,-2.9641,7.8764,16.2906,-1.4985,-1.8818,-1.3858,-0.6623,0.0967,-1.9063,0.0276],[-0.5605,-1.7394,7.115,12.4621,-1.7572,-1.1767,0.1426,-0.6678,0.201,-1.148,0.0841],[0.192,-0.419,4.022,9.903,-1.5631,0.8807,0.8571,-0.4034,0.0269,-0.9715,0.1905],[1.0368,-0.452,5.475,6.6671,-1.1184,-0.0105,-0.4878,-0.4452,-0.0313,-0.8857,0.304],[-1.1586,0.4769,3.1055,10.1443,-2.8663,1.0007,0.6019,-0.562,0.0024,-1.0612,0.0662],[0.0181,-1.5405,4.8229,13.1113,-1.5917,1.0744,0.6437,-1.0639,0.0673,-1.6576,0.2302],[0.2862,-0.9963,2.8402,10.5733,-2.3913,0.8832,1.8347,-1.0114,-0.1015,-1.6984,0.0602],[0.3534,-0.2166,5.3328,7.7723,-1.4846,-0.7507,1.1517,-0.5078,0.0421,-0.9096,-0.0491],[0.9752,-1.1312,2.5839,3.5771,-0.6881,1.448,-0.6188,-0.0495,0.4113,-0.7749,-0.1137],[0.9616,-1.8181,6.7463,12.5934,-1.5001,1.7719,-0.7233,-1.2848,0.0461,-1.4751,-0.0706],[-0.5898,-0.9461,3.6079,12.2458,-0.7519,-0.4376,0.0082,-0.8684,-0.2565,-1.8957,0.2175],[1.7935,-1.7208,1.7786,12.2777,-2.0608,1.7141,2.2015,-0.4335,0.1021,-1.6338,-0.1707],[2.8346,-2.0128,1.6297,11.517,-1.7538,1.2298,1.1862,-0.3978,0.1403,-1.629,-0.0124],[0.4901,0.4584,4.8643,12.2735,-2.6909,-0.3175,0.5977,-0.7874,-0.0317,-2.0464,0.4035],[0.9693,0.1274,4.593,15.2814,-2.3019,-0.4666,-1.2659,-1.1558,-0.0592,-2.0561,-0.2959],[0.1685,0.765,4.2999,13.818,-1.0719,-0.2376,-0.9075,-1.0358,-0.245,-1.7099,-0.3257],[0.8592,0.691,3.8303,13.1977,-1.0409,0.3403,-0.9476,-0.841,0.2045,-1.5178,0.0592],[-0.1767,-1.1722,5.5919,18.4401,-2.4818,-0.1008,1.2521,-1.3387,-0.0294,-2.8295,-0.243],[-0.8335,-0.9586,6.6194,17.6304,-1.5987,0.0837,0.6076,-1.2274,0.1104,-2.2237,-0.2343],[1.169,-0.5761,7.6199,14.8743,0.3415,0.8013,1.3605,-1.172,-0.4363,-1.4981,-0.0095],[0.2676,0.2721,6.039,14.9111,0.0264,0.4576,0.0566,-0.8362,-0.3296,-1.6864,0.0585],[0.9588,-0.5009,3.463,15.1194,-1.0022,-0.2516,-0.2307,-1.1162,-0.2511,-2.6968,-0.2273],[1.8457,-0.1092,3.5512,12.7218,-1.4553,-1.0404,-1.2258,-0.85,0.0269,-1.8107,0.0239],[-0.1249,1.2246,3.3263,11.9431,-1.1797,-0.6051,0.4002,-0.366,-0.0816,-1.3597,-0.2529],[0.0069,1.3803,4.3139,12.2542,-2.1238,-0.9525,1.0904,-0.1388,0.2089,-1.294,0.0848],[-0.0715,-0.6352,4.2067,13.6063,-2.4362,-0.4689,-0.8415,-1.021,-0.3834,-1.9907,-0.302],[-1.1153,-0.6419,4.8588,15.1945,-3.0727,0.3139,0.552,-1.105,-0.5816,-1.6185,-0.61],[-0.8313,-0.3891,3.1532,12.8337,-2.9461,0.3875,0.9147,-1.2717,-0.6194,-2.1488,-0.2937],[-0.3348,-0.1148,10.3126,15.3435,-1.9537,-1.1824,1.6468,-0.0627,-0.0692,-0.7438,-0.3321],[-0.4937,1.7806,4.7301,9.3084,-0.0122,-0.9305,1.9039,-0.3949,-0.6198,-1.14,-0.2786],[-0.2913,0.0152,7.4171,12.7063,-1.6965,-0.7399,1.2284,-0.3655,-0.6199,-1.6048,-0.8726],[0.8173,0.9799,7.7579,13.4264,-1.8031,-1.1838,0.2344,-0.3675,-0.7504,-1.294,-0.2236],[0.0859,1.7826,5.1379,13.8689,-2.1623,-1.0198,1.1842,-0.431,-0.6297,-1.358,-0.4077],[-0.3575,0.4512,4.3421,15.068,-3.616,-0.9245,0.6698,-0.6927,-0.6682,-1.7754,-0.6414],[-0.0394,1.2087,1.7018,11.0445,-2.8857,0.7999,1.4241,-0.6756,-0.6254,-2.1852,-0.5108],[0.9932,0.7429,3.4781,13.0195,-2.0095,-0.4477,-0.586,-0.7009,0.0214,-1.961,0.1376],[-0.8276,-1.0485,5.0515,15.9071,-1.0698,-0.041,0.0033,-1.0278,0.1304,-2.471,0.0858],[0.3542,-1.0282,5.5097,16.7139,-1.971,-0.0498,-1.6683,-1.289,0.3718,-2.3048,0.0068]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"During photosynthesis, plants convert light energy into chemical energy stored in glucose. This process occurs primarily in the **chloroplasts** of plant cells, which contain the pigment **chlorophyll**.\n\nThe sequence of events generally follows this flow:\n\n1.  **Light Absorption**: Chlorophyll molecules absorb photons (light energy) from the sun. This energy excites electrons, causing them to move to a higher energy state.\n2.  **Water Splitting (Photolysis)**: To replace the electrons lost by chlorophyll, the plant splits water molecules ($H_2O$) using energy from the","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":15542,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"During photosynthesis, plants convert light energy into chemical energy stored in glucose.NO\nThe process occurs primarily in the **chloroplasts** of plant cells, which contain the pigment **chlorophyll**.NO\nNO\nNO\n1.NO\nNO\nNO\n2. NO\n3. NO\n4. NO\n5. NO\n6. NO\n7. NO\n8. NO\n9. NO\n10. NO\n11. NO\n12. NO\n13. NO\n14. NO\n15. NO\n16. NO\n17. NO\n1","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":15542,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"During photosynthesis, plants convert light energy into chemical energy stored in glucose. This process occurs primarily in the **chloroplasts** of plant cells, where the following sequence of events takes place:\n\n1.  **Light Absorption**: Chlorophyll, a green pigment found in the thylakoid membranes of the chloroplast, absorbs light energy from sunlight. This energy is captured by electrons, which are then excited to a higher energy state.\n2.  **Water Splitting (Photolysis)**: To replace the electrons lost by chlorophyll, water molecules are split. This releases oxygen gas ($O_2","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":15542,"identical_to_original":false}}},{"id":"prose-11","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"What is inflation in economics?","tools":[],"prompt_tokens":29,"decision":{"rms":0.31754200563881163,"sumsq":103.25189155340195,"hb":[0.02133,0.01171,-0.56009,0.10789,-0.37417,0.00137,-0.42948],"lse":27.44416906182221,"logits":[15.267,13.695,10.944,15.438,12.688,11.453,10.477,9.304,8.532,9.473,9.821,8.14,16.047,14.027,14.668,14.126,21.921,18.449,16.524,16.969,20.062,14.612,15.139,14.833,14.488,18.249,15.595,14.416,13.125,14.823,16.02,9.897,9.952,7.416,5.871,9.222,5.419,11.483,5.734,3.715,8.318,4.916,4.986,10.095,4.549,7.583,0.739,8.741,4.831,26.217,3.882,5.47,3.81,1.806,4.833,6.535,3.614,6.881,15.558,3.339,2.584,27.083,0.433,2.934,3.292,4.426,1.413,14.243,-1.362,17.636,5.587,4.48,15.452,-1.4,15.798,1.846,9.068,3.503,5.099,7.626,13.137,4.662,12.26,13.386,14.825,6.477,2.643,2.981,11.563,7.55,2.536,9.137,19.307,5.273,4.3,12.721,15.506,-2.437,1.235,3.204,12.806,12.439,-0.785,6.834,2.374,14.117,17.973,0.658,2.207,13.73,3.131,5.422,13.299,9.806,13.087,14.568,15.134,4.954,9.54,6.672,18.806,12.664,15.283,16.457,18.049,4.2,5.515,11.175,8.914,9.839,-1.169,7.862,-0.586,3.912,6.356,5.805,2.074,15.078,3.487,10.576,9.837,15.514,13.802,4.96,-0.672,7.564,15.4,2.817,15.173,3.838,-2.988,10.467,1.812,9.456,11.569,4.468,5.246,1.494,13.639,9.624,11.282,0.861,12.291,-1.762,13.487,3.156,5.886,6.281,-4.427,9.4,18.128,17.623,16.92,13.526,1.138,1.276,4.989,12.828,13.813,7.997,12.455,4.396,4.993,1.816,8.041,12.799,11.783,8.891,-0.219,12.348,14.958,0.035,16.811,1.621,3.022,3.496,11.821,14.831,10.881,2.245,12.666,10.446,10.666,3.703,11.658,10.032,6.444,2.788,-0.791,15.526,3.516,9.85,11.957,-2.391,8.962,2.687,-5.255,-4.512,-1.868,8.342,2.942,8.675,9.92,2.623,0.995,9.245,4.298,1.74,0.34,8.605,-0.654,-2.823,2.235,10.692,12.924,12.461,6.8,9.578,9.567,11.145,3.398,-0.528,7.399,-0.504,-0.241,11.279,1.368,-4.65,7.207,9.068,-1.412,7.852,11.074,13.301,11.455,-4.357,10.468,10.437,7.638,16.392,2.773,8.896,1.4,0.703,0.603,5.165,3.165,12.026,4.873,16.231,0.786,-1.736,-0.979,2.48,-2.008,11.499,16.044,-0.424,13.168,-1.599,5.447,11.741,5.679,4.74,11.225,8.832,0.068,5.101,15.387,10.824,2.272,13.57,13.232,5.324,8.282,7.381,4.986,10.924,15.026,9.237,13.579,7.943,1.658,13.575,7.599,9.242,3.619,10.362,-0.72,14.725,14.267,1.908,17.125,12.204,-1.312,-5.341,12.053,0.034,-5.192,-1.235,5.303,15.108,4.866,13.686,0.529,9.112,0.206,0.94,15.44,11.251,15.842,3.791,2.885,11.505,12.092,1.345,14.337,-2.549,1.881,11.151,0.371,5.9,6.144,6.492,0.605,4.682,8.241,0.226,3.559,-1.954,6.724,0.416,-3.936,-0.274,0.58,15.574,8.574,20.595,8.957,11.789,-2.254,5.362,-1.782,0.187,13.408,4.859,8.073,2.518,0.643,-0.118,9.812,4.44,-0.157,11.244,14.023,-1.533,13.17,14.869,8.745,15.511,2.232,-0.894,13.699,-1.958,10.983,8.034,3.653,1.527,1.868,8.702,13.186,7.847,6.975,15.236,0.781,13.702,9.701,8.346,2.922,-1.202,3.088,-1.191,9.723,8.001,11.213,-1.133,10.597,11.197,-0.3,-1.813,18.335,9.03,0.659,2.133,12.75,13.504,-4.727,7.338,9.471,9.653,8.868,11.845,0.41,1.257,-0.192,14.398,0.443,-0.886,12.607,-3.385,14.484,11.568,-2.213,4.504,-0.469,3.17,8.311,2.413,11.539,13.262,13.583,1.833,7.002,6.42,1.324,4.588,13.741,5.285,13.794,-2.621,12.436,-4.131,10.793,-4.017,-1.465,-0.115,14.004,9.716,8.812,-2.872,0.574,13.986,4.783,11.544,4.072,3.653,-3.064,2.173,12.099,12.416,10.288,13.171,11.535,-3.043,-2.49,-1.518,3.581,11.206,9.708,-1.273,5.297,10.019,12.205,1.223,11.965,15.883,-0.387,2.958,18.888,9.476,10.64,0.559,14.155,2.849,6.804,6.816,13.824,1.3,10.108,-4.743,6.267,0.949,7.501,12.13,1.193,6.199,3.015,10.437,9.544,15.109,2.574,17.884,0.8,2.787,13.343,2.586,3.243,15.016,1.437,11.48,10.057,-0.578,2.412,2.256,4.137,12.633,-2.929,-6.421,10.976,6.887,1.064,12.514,3.241,-3.635,0.847,6.751,1.267,-0.278,7.09,-0.561,15.578,-5.2,1.756,5.757,-0.865,3.879,13.499,9.452,5.889,2.514,-1.156,11.733,0.432,0.311,6.266,12.226,-0.322,13.599,-0.246,7.223,10.09,0.518,-2.87,2.033,16.48,14.174,2.938,-1.28,10.917,-3.059,1.107,6.642,-2.314,12.953,3.695,2.503,-6.075,10.21,-0.842,-1.929,-0.106,7.728,3.528,1.939,7.457,-3.228,4.793,-2.286,2.4,0.276,11.47,5.44,-2.515,4.865,2.602,1.286,1.448,-1.582,5.0,12.141,2.37,11.901,14.86,8.873,12.354,15.557,2.277,2.981,-1.054,0.723,12.489,4.281,8.141,14.496,-1.064,-0.535,0.809,3.93,11.341,9.53,9.322,1.329,6.391,1.843,8.179,18.038,8.144,10.158,1.782,2.44,0.55,3.029,-1.669,11.429,9.448,9.524,12.959,-0.986,-0.096,4.041,10.876,-0.197,10.421,8.567,17.03,14.409,11.149,-3.433,1.167,9.434,2.913,3.352,10.887,15.196,-4.271,-2.018,6.266,9.887,0.084,6.93,8.638,8.011,9.767,8.16,-0.451,2.729,10.505,-2.456,12.838,12.227,-6.822,-3.758,2.559,13.171,-2.234,14.157,14.152,0.105,0.08,1.507,0.646,4.39,2.809,7.982,3.168,-1.007,-2.214,14.446,7.91,14.674,10.797,13.795,13.788,15.723,4.31,7.222,-4.286,2.721,12.149,0.672,5.793,2.199,-1.326,0.135,9.645,1.558,11.627,-0.855,-2.144,9.032,10.757,-1.592,15.92,7.956,3.262,2.676,1.13,-1.131,1.179,6.721,-1.372,2.487,1.95,1.034,-1.392,13.8,0.935,10.648,8.832,-0.177,11.849,0.638,-3.025,10.386,-0.664,8.029,8.258,-0.296,4.85,2.034,1.773,3.612,10.591,-1.092,8.111,-0.52,-0.238,1.323,11.532,1.494,2.067,7.484,-1.777,2.526,7.088,-0.188,0.714,-2.256,1.911,1.681,-0.734,1.217,-1.378,11.981,6.28,1.468,-1.587,1.186,-0.217,-2.012,1.832,0.056,8.284,7.171,-3.691,-0.229,9.241,10.932,0.955,9.538,14.593,1.017,2.245,8.792,12.193,-0.526,7.344,-0.966,10.433,0.214,8.171,-4.557,-2.639,2.86,3.424,0.122,1.227,-1.083,1.581,1.333,0.34,2.692,-3.371,3.001,1.399,0.313,2.613,-1.413,-1.323,1.092,0.322,0.517,1.092,0.178,0.177,0.928,-1.596,3.701,-0.72,2.528,2.144,0.371,3.043,1.584,2.901,0.689,-4.783,-1.371,2.846,-2.656,0.998,-1.494,1.597,8.492,0.763,-2.496,1.014,4.213,0.646,3.219,1.806,3.078,1.699,2.746,0.703,1.266,0.919,-0.777,-0.576,-0.482,2.507,-1.96,2.942,-2.163,-3.894,1.571,-0.925,1.373,1.677,3.319,-1.289,2.81,4.062,-3.275,-1.315,-2.364,0.494,2.517,-1.657,-3.027,-5.359,3.94,2.173,-2.154,1.059,2.694,-0.099,-0.326,1.356,-2.451,1.349,0.723,-2.008,0.013,0.07,1.193,-0.078,-5.268,-0.618,-0.078,0.96,3.579,2.352,-0.8,0.053,4.301,-2.777,-0.104,-0.836,2.721,-2.7,-0.974,-2.796,3.397,-1.449,5.531,-0.882,-0.551,0.308,3.722,-1.759,-1.188,-0.147,-3.875,-0.018,0.601,-1.047,-2.53,-1.04,3.144,-0.12,-1.931,1.669,0.849,-0.087,1.413,-3.117,-0.009,-0.694,4.805,0.576,1.622,1.867,-2.27,0.981,0.85,3.347,2.781,-1.47,2.382,0.772,-0.445,-0.828,3.118,3.158,2.103,-0.699,-0.38,-1.617,2.335,4.042,-0.476,-3.823,0.865,-2.756,-0.853,0.221,-0.569,-1.098,-5.46,3.784,1.238,3.133,-0.618,-1.362,-3.023,-1.781,-1.557,0.313,1.295,-0.657,1.171,-1.022,-2.391,-1.113,4.337,-2.717,-0.412,6.78,3.058,-1.195,3.553,-2.623,1.056,-2.843,-0.884,1.515,0.245,1.82,-1.493,-3.521,-0.529,1.245,-0.829,1.395,-2.4,-2.003,21.136,-0.427,3.894,-2.393,1.197,0.151,-1.387,2.425,-1.263,-2.823,-1.109,-0.611,-0.07,0.372,0.356,-1.155,-0.182,2.5,0.207,-1.427,-1.929,-0.44,2.382,0.462,1.727,-0.855,-1.273,-0.298,3.193,-0.289,6.559,11.891,2.765,5.475,3.75,17.39,8.912],"base_top":[[623,27.083],[332,26.217],[36,21.921],[221955,21.136],[13962,20.595],[40,20.062],[1206,19.307],[27775,18.888],[2014,18.806],[37,18.449]]},"positions":{"tokens":[623,26984,11,2972,258,61982,332,369,264,4437,5096,303,279,3240,314,11228,321,3401,303,449,8322,888,854,13,1049,369,15327,279,680,4804,314,3117,1083,279,8322,11,864,369,279,1067,314,264,4437,5096,303,279,3117,7892,466,264,17921,303,279,3117,7244,13,271,8160,513,279,1328,13173,314,23752,25,271,9,256,2972,10088,92217,1049,13273,948,279,4437,2119,314,7336,364,11228,321,3401,369,15589,888,854,13,1061,3254,421,364,1396,4821,314,11085,488,8070,11,488,513,3583,2599,869,13,198,9,256,2972,55157,65526,92217,733,61982,8311,948,279,3117,7892,26817,10281,1056,279,7244,364,3117,318,269],"text":["In"," economics",","," **","in","flation","**"," is"," a"," general"," increase"," in"," the"," price"," of"," goods"," and"," services"," in"," an"," economy"," over"," time","."," It"," is"," essentially"," the"," out","flow"," of"," money"," into"," the"," economy",","," which"," is"," the"," result"," of"," a"," general"," increase"," in"," the"," money"," supply"," or"," a"," decrease"," in"," the"," money"," demand",".","\n\n","Here"," are"," the"," key"," aspects"," of"," inflation",":","\n\n","*","  "," **","Definition","**:"," It"," occurs"," when"," the"," general"," level"," of"," prices"," for"," goods"," and"," services"," is"," rising"," over"," time","."," This"," means"," that"," for"," every"," unit"," of"," currency"," you"," spend",","," you"," are"," getting"," less"," value",".","\n","*","  "," **","Mech","anism","**:"," In","flation"," happens"," when"," the"," money"," supply"," grows"," faster"," than"," the"," demand"," for"," money"," (","or"],"proj":[[1.5033,-2.4013,9.9824,12.1682,-2.0592,1.1964,-0.6133,-0.7142,0.0328,-1.3525,0.5938],[-0.8085,-2.1395,9.7361,17.0667,-1.2443,-0.1183,-3.3909,-1.8543,0.2648,-2.0441,0.6591],[-1.1837,-2.9799,8.8384,20.3414,-0.9331,-0.529,-1.9998,-1.4966,0.2481,-2.521,0.4987],[-0.6103,-2.8059,9.2618,19.2369,-2.5013,0.0965,-1.3674,-1.142,0.2439,-2.3197,0.5541],[-0.8043,-1.086,12.0768,13.8245,-1.5255,1.0182,-2.3748,-0.8429,0.4594,-1.5126,0.5057],[-1.203,-1.9541,7.9354,13.2561,-2.0926,0.456,-2.4719,-0.8488,0.5665,-1.0667,0.4641],[-1.9355,-2.6894,6.7003,18.6072,-1.3743,0.7989,-0.6374,-1.1396,-0.2012,-2.4527,0.0646],[-0.6346,-2.3693,7.4749,19.3966,-2.1089,0.0384,-0.2294,-1.0176,-0.4394,-2.6046,0.0551],[0.2075,-2.9476,5.9267,16.0257,-0.4939,0.4645,0.1412,-1.6672,-0.344,-2.3029,0.0302],[0.491,-1.2104,5.4835,13.5954,0.1279,-0.9412,0.0,-2.0167,-0.2434,-1.5336,0.2313],[-1.9376,-0.3162,5.3262,11.9434,0.8462,0.2356,-0.3754,-1.6452,0.0403,-1.1919,0.3115],[-0.2326,-0.9378,2.6285,9.122,-0.9005,0.6235,0.5628,-1.7788,-0.2632,-2.3512,0.3697],[0.4424,1.0824,0.2002,5.6485,-0.4754,-1.1019,0.6452,-1.6115,0.3323,-1.1438,0.675],[-0.6448,-0.0021,1.2452,6.8606,0.4116,-0.8686,0.7645,-1.2994,-0.1764,-0.7965,0.1944],[-0.2944,1.0014,2.1296,5.0975,2.0557,1.0205,-0.6157,-0.8096,0.4395,-1.6235,-0.0548],[-1.186,1.5911,2.3909,7.9742,-1.3991,-0.8565,-3.2289,-0.9068,0.2353,-1.3202,-0.0201],[-2.1289,1.1901,4.1909,12.4434,0.7337,-0.721,-1.0304,-1.1106,-0.2343,-1.8537,0.0908],[-0.8292,3.4632,2.1873,7.8645,-1.2442,-0.1135,-1.3211,-1.1037,0.1922,-1.161,-0.1955],[-0.3286,1.9022,1.1846,7.2855,0.9713,-0.043,-1.8236,-1.0102,-0.0393,-1.5355,0.0592],[-1.0606,0.2316,2.9119,9.011,-1.4101,-0.7528,-2.0364,-1.4132,-0.188,-1.2772,-0.1097],[-2.3796,1.1645,2.4673,7.9663,-1.1192,0.0634,-0.326,-1.2701,-0.3955,-1.4606,-0.4105],[-0.8881,-0.5041,4.7991,12.2669,-1.1064,-1.1063,-1.4192,-0.8099,-0.0967,-1.7599,0.1317],[-0.405,-0.6418,5.2416,11.3478,-2.0476,-1.8301,-1.0268,-2.0481,0.0193,-1.764,-0.1105],[-1.3646,-0.9111,5.3066,13.8486,-1.3267,-0.0649,-3.2801,-0.8502,-0.4002,-2.0208,0.0812],[2.53,-5.7247,4.8321,14.8024,-2.8802,-0.1977,-1.3914,-1.863,0.0024,-1.9496,0.3851],[0.8113,-1.3083,6.0961,17.1839,-2.5596,-0.6019,-1.2623,-1.3087,-0.3856,-2.6277,0.0741],[1.1451,-2.2965,5.0278,14.9804,-1.0922,-0.0193,0.097,-1.7471,-0.3049,-2.8028,-0.1304],[1.3199,-0.7389,4.8112,13.6777,-0.6551,0.6479,0.9317,-1.7269,0.0783,-2.3578,0.1651],[-0.5583,-1.3446,4.5929,11.6889,-0.8669,-0.1519,1.5782,-1.3734,-0.1183,-1.8471,0.1543],[-2.1147,0.1894,4.8239,8.2401,-0.487,0.694,1.7944,-0.3713,0.0597,-1.0185,0.4621],[-1.5929,-0.9672,5.1707,16.4564,-1.3564,0.8206,-1.6476,-1.9247,0.1556,-3.06,0.1391],[-1.4569,0.1876,3.0287,10.7631,-1.5805,-0.2707,-3.4019,-1.4249,0.5639,-2.396,0.0777],[-1.2533,0.0471,3.0827,13.2578,-1.0522,0.4405,-1.8684,-1.7815,-0.0646,-2.5341,0.0898],[-0.3373,2.3756,3.4251,13.7319,-1.1115,-0.1613,-2.9082,-1.5528,0.7782,-2.3732,-0.0228],[-1.1177,1.2342,3.3711,10.95,-1.4828,0.3554,-1.8153,-1.3947,0.4048,-2.1476,0.1421],[0.1782,0.1099,3.1178,14.4473,-1.4129,1.3727,-2.3003,-1.6908,0.0627,-2.8367,-0.0573],[1.6826,-0.6224,3.335,14.4861,-1.763,1.7118,-1.1894,-1.6049,0.0403,-2.5427,0.1443],[2.0053,1.2693,2.5993,13.2644,-1.8053,0.7542,-1.4172,-1.7392,-0.2282,-2.2865,-0.1113],[1.5184,-0.6822,3.8813,14.2327,0.2735,1.2761,-0.1187,-1.7391,-0.0137,-2.745,-0.2058],[0.3093,-0.8885,4.75,14.089,-0.3343,-0.3424,0.6247,-1.6834,-0.1787,-2.2789,-0.1635],[1.3392,0.3148,5.0835,14.5908,0.1716,0.8959,0.501,-1.877,-0.0743,-2.5991,0.2049],[1.5331,1.0983,2.5794,11.8731,0.6406,-0.0034,-1.4488,-1.8918,0.2594,-2.233,0.4138],[1.2678,0.4599,3.5425,11.5772,2.0551,-0.1136,-2.99,-1.5507,0.1933,-1.5667,0.2062],[-1.1314,0.3764,4.4671,10.5875,1.427,0.4892,-1.8428,-1.6964,0.3415,-1.2324,0.2809],[-0.5811,0.1762,1.8631,9.4367,-0.1438,0.7656,0.2642,-1.7954,-0.0201,-2.6047,0.5809],[-0.6188,1.3395,0.7431,6.8313,-0.0151,-0.6034,-0.0348,-1.6689,0.4446,-1.7631,0.8183],[-1.3722,0.1102,2.0674,7.9792,-0.2569,-0.4807,-0.9082,-1.3989,0.1168,-1.6038,0.2484],[-1.7235,1.6577,2.9945,9.4332,-0.7565,-1.1087,-0.1276,-1.2649,0.3523,-1.5686,0.1053],[-0.1991,0.2961,3.8642,13.6694,-0.2013,1.9437,-1.655,-1.964,-0.52,-3.1729,-0.1389],[2.3136,0.4806,2.1509,12.2858,1.3353,1.0251,-1.2915,-2.0001,0.1364,-2.3232,0.1787],[0.96,0.6259,2.9503,10.3233,1.4642,0.4911,-2.6768,-1.5478,-0.0795,-1.9917,0.1033],[-0.2273,0.6042,3.3619,11.4595,0.9257,1.812,0.1664,-1.5545,-0.147,-2.511,0.067],[-1.1497,0.2888,2.5755,9.6408,-0.2907,-1.3502,-1.2697,-1.7348,0.398,-2.42,0.3737],[-2.1753,-0.4338,3.9135,9.4575,-0.2792,-1.7923,-0.6511,-1.467,0.3245,-1.865,0.2473],[-2.0962,1.2629,4.921,12.0749,-2.203,-0.8981,0.0404,-1.3674,0.4127,-1.6481,-0.0479],[-1.4538,-0.3646,3.3419,12.8286,-1.3675,0.7876,-3.3632,-1.941,-0.1676,-3.3156,-0.004],[1.5574,-4.3239,4.1683,14.4015,-1.6279,-0.1221,-0.5926,-1.5119,-0.0241,-1.8987,0.4045],[3.1326,-4.8013,5.357,9.9137,-2.9444,1.3529,-1.4036,-1.6296,-0.0365,-1.9628,0.5793],[-1.2824,-1.4989,5.7058,15.4823,-2.1656,0.6524,2.3496,-1.773,-0.0675,-2.2512,0.2014],[-2.0229,-3.4039,7.8072,19.6532,-3.3278,1.5563,1.4739,-1.4303,-0.2994,-2.3662,0.2147],[-2.9334,-3.4219,7.588,19.1164,-2.4968,2.0978,1.0125,-1.3587,-0.4319,-1.6932,0.3212],[-3.9426,-2.5447,7.9843,18.5678,-2.9643,0.6014,-0.2929,-1.1975,-0.4046,-1.2115,0.5454],[-2.5363,-3.1555,7.9229,18.9828,-3.2411,1.4528,-1.2853,-1.8303,-0.2958,-2.2913,0.5974],[-1.1378,-1.7533,8.697,19.0651,-1.992,0.5877,-1.5402,-1.7641,-0.006,-2.3174,0.8786],[-1.3663,-2.6773,7.4717,18.1644,-2.2696,0.4322,-1.8352,-1.9047,-0.3391,-2.3401,0.4472],[-0.446,-1.9201,7.2813,18.917,-4.466,-0.35,-0.8159,-1.6037,0.3719,-1.8869,0.1629],[0.6566,-3.3008,10.7676,15.3091,-5.0145,0.2543,-0.9179,-0.8604,0.1482,-1.327,0.3565],[-0.0294,-2.0735,8.4621,16.8969,-3.9678,0.6302,1.154,-1.0076,0.0629,-1.9135,0.0032],[-0.2111,-1.9648,6.2719,12.9417,-2.2117,1.6984,0.8976,-1.0637,0.1499,-1.4989,0.4622],[1.0633,-1.6351,6.3715,9.7866,-0.9579,0.7867,-0.4937,-0.969,0.02,-1.6152,0.6034],[-0.3515,-2.8515,6.1731,16.4416,-0.8934,2.2398,0.3785,-1.4837,0.0098,-2.0533,0.7448],[1.8813,-4.3092,4.9738,14.2615,-1.2928,0.7237,-0.4765,-1.33,0.0557,-1.964,0.6356],[0.9637,-2.4996,5.768,17.4457,-2.9389,-0.051,-0.287,-1.128,-0.4629,-2.5998,0.168],[1.8521,-2.0586,6.1771,19.3424,-2.5156,-0.2276,-0.5546,-1.4725,-0.1466,-3.0311,0.3357],[-0.4336,-0.8076,2.9472,12.3631,-0.7532,-2.8479,-2.4583,-1.8215,0.2049,-2.4351,0.1926],[-1.2498,-1.2092,3.272,10.8731,-0.6745,-2.5417,-0.7123,-1.6184,0.1616,-1.9735,0.0944],[-2.8662,-1.3611,3.3545,9.4993,0.5126,-2.4508,-0.2173,-1.9398,0.2658,-1.3516,0.175],[-2.5824,1.7228,5.4938,13.1729,-0.4798,-0.755,-0.3075,-1.4453,-0.058,-1.8533,0.3475],[-1.548,2.4297,4.1426,9.0586,-0.7304,-0.4271,-1.0243,-0.9967,0.266,-0.9963,0.0383],[-1.6952,0.9979,3.1725,8.9017,-0.604,0.1683,-2.5388,-0.8663,-0.0335,-1.8755,-0.2341],[-2.7941,1.9345,2.144,8.2321,-1.2038,-1.9754,-3.3659,-0.8915,0.0604,-1.4052,-0.1196],[-2.6405,1.4231,4.3031,11.705,-0.794,-1.0407,-0.6497,-1.0545,-0.4676,-1.6546,0.1503],[-1.5844,2.198,3.0685,8.4286,-1.1888,-0.2998,-1.9204,-0.7968,0.0893,-1.194,-0.1509],[-0.0387,0.427,1.2115,5.0479,0.9277,-0.1437,-1.2328,-0.5626,0.0269,-1.6402,0.0782],[-2.1492,-1.1236,3.5219,7.7651,0.7828,-0.6339,-1.0973,-0.96,-0.0383,-1.5011,-0.1361],[-0.1228,-1.1434,2.106,9.1703,0.2337,-0.3752,2.2807,-1.639,0.0256,-2.3693,-0.0199],[-0.0136,-1.1279,5.9228,13.0095,-1.6866,-1.4429,-0.8332,-1.882,-0.0794,-2.1117,-0.1974],[-1.5535,-1.2302,5.476,15.4346,-1.0782,-0.5423,0.3387,-1.2289,-0.3876,-2.1647,-0.1838],[2.2799,-4.3864,2.5855,12.1365,-1.9212,-0.2427,-1.1323,-1.7293,0.1842,-1.9968,0.0013],[0.3987,0.0136,4.6962,15.5562,-1.4724,0.3894,0.8534,-1.1004,-0.2876,-2.1594,-0.1488],[0.5331,-1.3492,3.2284,13.2489,-2.7603,-1.3788,-2.2682,-1.908,0.411,-2.3301,-0.1466],[0.9045,-0.1886,1.6459,11.2601,-1.4006,-1.8151,-1.7929,-2.0584,0.3394,-2.3202,-0.2389],[0.0417,-0.7529,3.949,14.9819,-0.4161,-0.9729,-1.3202,-1.4493,0.3572,-2.397,-0.4902],[-1.4472,0.9598,4.4873,13.4617,-0.4026,-2.8997,-1.1653,-1.3637,-0.0541,-1.7588,-0.7291],[-2.3951,-0.7402,4.6325,15.2005,0.6013,0.5411,-1.7816,-1.7666,0.0581,-2.2395,-0.2185],[-1.1647,0.2678,4.1497,13.1668,-0.0157,-1.633,-2.4106,-1.7627,0.5751,-2.0032,-0.3205],[-0.3639,-0.1691,2.6453,12.1608,1.3738,-0.0527,-1.0376,-1.8888,0.1301,-2.2341,-0.2864],[-0.6553,0.0724,4.8648,14.3183,-0.1318,-0.494,0.5006,-1.6641,-0.0248,-1.8768,-0.1193],[-2.0369,-0.2569,6.176,19.4285,-0.3936,-1.1715,-1.6627,-2.0294,0.1122,-2.5778,-0.2454],[-0.6917,-0.8441,4.9914,16.8812,-1.93,-1.458,-1.8687,-1.9598,0.0623,-2.631,-0.2078],[-0.6406,0.4834,4.1061,13.1638,-1.3912,-0.4182,0.321,-1.6353,-0.0096,-2.2226,0.0097],[-1.1473,0.1014,2.2406,9.9639,-0.0664,0.6668,-1.1549,-1.7334,0.2366,-2.1239,-0.2168],[-1.6396,-0.0691,5.7931,15.3254,-1.5733,0.6658,-1.9774,-1.248,0.436,-2.3563,-0.3792],[-1.8638,1.7969,3.9464,13.1268,-0.3302,-1.3573,-1.5627,-1.5742,0.5076,-1.6793,-0.1874],[-2.8695,-0.6012,4.8152,15.6208,0.2174,0.345,0.0813,-2.1698,0.3789,-2.6551,0.0065],[1.7749,-4.5343,3.5884,14.1208,-2.6087,0.4157,0.1787,-2.0355,0.198,-2.064,0.2659],[-1.3051,-1.8365,9.7131,16.1707,-4.7305,-0.1555,0.2189,-0.9816,0.0177,-1.3552,0.0815],[-1.1074,-2.129,7.1076,16.3031,-4.0361,0.022,0.8646,-1.2119,-0.0236,-1.9893,-0.2479],[-0.9555,-2.384,5.755,13.1523,-2.7122,1.7887,1.0782,-1.1036,0.2478,-1.3346,0.3171],[0.9476,-2.2113,5.9198,9.1022,-1.7113,0.3066,-0.5303,-1.221,0.0704,-1.689,0.4672],[0.4075,-0.3528,7.8918,13.9302,-0.8707,0.8729,-0.2189,-1.0987,-0.0542,-1.4551,0.8272],[-0.5075,-1.8148,5.0014,15.1098,-1.6536,1.7324,0.566,-1.7072,-0.3019,-2.2381,0.6617],[2.2898,-2.8554,3.6646,12.6264,-1.9395,0.5443,-0.4419,-1.6387,-0.1008,-1.9235,0.593],[-0.7436,-2.347,3.1028,10.0718,-1.1362,0.5507,-1.0656,-1.4839,0.4423,-1.7588,0.228],[-0.4815,-0.2948,6.2623,15.4411,-2.9959,0.7525,-0.9865,-1.2968,-0.5704,-2.5033,0.4387],[0.8252,-0.9208,5.8759,17.6164,-3.1075,-1.175,-1.0917,-1.6256,-0.2341,-2.7977,0.5773],[0.7705,-0.0188,2.7513,12.1458,-0.8134,-1.7581,-2.5075,-1.6986,0.1609,-2.7311,0.1489],[-0.25,0.7512,3.7623,11.5877,-1.0634,-1.7296,-1.4116,-1.4878,0.198,-1.9215,0.0548],[-1.3959,1.3294,4.0038,12.1551,-2.2666,-1.0266,-1.151,-1.3874,0.1764,-1.845,-0.0659],[0.6082,0.3659,6.0403,15.4342,-2.1792,0.2212,-1.2307,-1.6119,-0.137,-2.2729,-0.2823],[0.7312,-0.4756,6.0713,16.5028,-1.4484,0.985,-0.7271,-2.085,0.3264,-2.7315,0.0599],[-1.088,-0.2011,7.2297,18.9889,-2.2044,-0.72,-0.7276,-1.6437,0.1757,-2.7584,-0.0509],[-0.823,0.0135,4.9682,13.5258,-1.9325,-0.9025,-4.4223,-1.707,0.1229,-2.412,0.2466],[-0.8344,0.5461,5.68,13.0954,-1.5891,-0.498,-3.773,-1.5641,0.2179,-1.8812,0.293],[-2.0755,-0.0921,6.0034,17.1174,-1.6648,0.2475,-3.8119,-1.8813,0.1511,-3.1172,-0.0736],[-0.6128,1.6343,6.2005,14.7257,-0.9996,-0.6931,-4.7275,-1.6912,0.5883,-1.9977,0.0918],[-1.5261,0.0391,5.0454,15.0054,-1.5303,-1.1064,-2.9008,-1.6289,0.2619,-2.4958,-0.0792],[2.3924,-0.2755,4.4428,7.8703,-0.3082,-0.0703,-2.3212,-1.464,0.3392,-2.1525,0.2939]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"In economics, **inflation** is a general increase in the price of goods and services in an economy over time. It is essentially the outflow of money into the economy, which is the result of a general increase in the money supply or a decrease in the money demand.\n\nHere are the key aspects of inflation:\n\n*   **Definition**: It occurs when the general level of prices for goods and services is rising over time. This means that for every unit of currency you spend, you are getting less value.\n*   **Mechanism**: Inflation happens when the money supply grows faster than the demand for money (or","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":623,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NO,NONO.NENENENENENE.NENE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE.NE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"In economics, **inflation** is a general increase in the price of goods and services in an economy over time.NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,NO,","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":623,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"In economics, **inflation** is a general increase in the price of goods and services in an economy over time. It is essentially the outflow of money into the economy, which is the result of a general increase in the money supply or a decrease in the money demand.\n\nHere are the key aspects of inflation:\n\n*   **Definition**: It occurs when the general level of prices for goods and services is rising over time. This means that for every unit of currency you spend, you are getting less value.\n*   **Mechanism**: Inflation happens when the money supply grows faster than the demand for money (or","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":623,"identical_to_original":true}}},{"id":"prose-12","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Explain how a thermostat works.","tools":[],"prompt_tokens":30,"decision":{"rms":0.3013642763614992,"sumsq":92.99909331649542,"hb":[-0.04344,0.04296,-0.54621,0.06445,-0.26786,0.03612,-0.3376],"lse":25.96082613307012,"logits":[12.119,15.003,9.967,13.186,10.734,10.044,6.213,6.26,5.205,5.36,7.756,7.761,25.917,10.386,9.79,10.952,12.615,10.063,11.201,13.756,15.226,11.593,10.825,10.482,10.226,10.419,11.061,11.588,9.007,9.548,11.73,10.728,7.095,15.119,2.262,2.16,6.931,7.123,3.975,2.552,6.876,1.808,2.132,8.748,1.659,6.511,6.271,8.715,2.331,20.235,0.642,3.696,0.846,2.776,3.671,2.579,-1.106,4.492,15.535,7.769,1.197,18.737,3.517,1.488,-0.85,1.949,1.621,13.919,-3.832,20.356,6.729,5.756,15.113,1.5,18.201,-0.018,8.64,6.046,4.966,10.26,19.662,1.828,9.357,12.468,14.353,4.649,1.161,3.809,10.608,3.919,2.249,9.319,22.164,6.679,5.055,12.286,14.728,-1.073,0.472,3.393,12.295,10.888,-0.91,5.545,3.041,13.745,19.824,1.38,3.103,11.262,1.977,6.452,10.348,3.89,9.636,13.202,14.576,9.633,11.669,2.221,18.236,9.535,16.658,15.099,16.982,3.842,0.289,8.136,7.557,11.387,2.382,10.848,0.662,7.378,8.073,9.411,6.111,15.339,2.003,11.897,9.607,15.438,12.897,6.479,-1.851,5.565,13.885,2.66,14.978,1.635,-2.282,9.001,1.111,8.257,10.579,3.136,6.36,2.817,10.058,9.648,10.512,0.08,11.532,-1.845,10.871,1.166,4.77,2.21,-4.368,5.907,15.525,15.471,17.723,10.05,3.25,0.705,5.69,11.489,12.268,7.634,9.2,0.537,5.868,0.786,8.572,9.641,8.577,7.634,1.983,18.287,14.183,-1.812,16.445,-0.857,2.134,5.092,9.596,13.669,6.694,1.096,10.249,6.271,9.462,-1.501,11.699,7.341,9.08,1.154,0.199,15.478,0.816,11.643,10.664,-0.22,8.593,0.498,-3.249,-2.029,-4.056,3.135,4.485,8.321,8.99,-0.932,2.228,8.087,3.259,-3.466,-0.848,8.798,7.259,-3.277,-1.344,8.195,14.183,8.962,3.391,9.509,9.65,12.316,1.118,-0.862,5.984,2.359,-2.794,7.622,-2.054,-2.836,7.709,10.778,1.294,5.286,13.895,11.049,9.645,-2.949,5.099,5.997,10.482,17.145,4.908,7.496,1.544,-0.34,0.544,4.4,-0.585,12.335,4.648,19.494,-0.236,-0.678,-1.192,3.322,-0.331,11.585,10.671,-2.982,8.598,0.389,6.041,9.895,2.209,5.313,10.566,7.23,-1.737,4.964,14.022,11.532,1.454,10.712,11.443,5.251,8.368,7.312,5.271,9.424,15.519,11.307,14.336,11.145,1.358,13.928,7.339,9.805,2.196,9.15,-0.011,13.558,11.288,1.963,15.524,9.819,1.527,-5.05,12.843,2.536,-3.396,-2.399,0.524,9.919,8.385,9.47,1.438,9.609,1.263,0.591,13.503,11.398,15.799,2.991,3.969,13.082,8.956,3.434,16.447,-3.269,3.879,8.399,-1.966,4.126,9.887,6.188,1.638,4.412,11.324,2.229,3.743,-0.725,7.064,-1.423,-2.278,-3.673,-2.358,16.791,6.198,19.49,10.206,11.216,-0.982,7.939,-1.061,0.82,11.515,3.595,7.736,3.349,0.765,0.888,9.163,5.682,1.669,7.753,15.894,-0.534,10.55,12.274,7.895,13.994,1.864,0.693,12.882,-1.67,8.699,9.845,1.516,-2.075,2.207,7.294,12.274,5.543,4.676,15.4,-2.733,9.71,6.981,6.769,1.686,0.256,3.349,0.256,7.915,9.958,10.893,-2.678,8.762,11.313,-2.35,-2.261,10.189,9.314,0.951,3.141,11.828,13.147,-4.158,6.051,9.674,8.653,5.113,11.861,-0.536,-0.768,-2.279,13.378,-0.902,-0.342,10.585,-4.696,10.753,9.604,-1.396,7.891,-0.866,2.602,7.542,5.58,10.539,11.429,13.481,3.241,5.308,5.575,-0.403,0.979,10.385,2.932,12.554,-2.011,14.093,-5.064,11.613,-3.758,-2.434,-1.102,11.025,7.991,8.445,-2.995,-0.729,14.6,1.648,9.591,5.107,4.747,0.006,2.307,12.042,8.932,8.713,11.984,9.794,-1.572,-1.161,-2.32,-0.831,11.6,11.052,-3.337,4.797,10.369,10.541,2.726,12.268,17.048,-2.91,3.094,16.03,11.641,10.082,0.918,14.459,1.47,5.527,6.124,15.028,-1.167,9.815,0.967,8.251,3.243,10.542,6.861,-1.272,6.906,1.132,8.121,9.734,15.517,5.479,7.288,1.966,1.713,10.575,1.929,4.098,14.925,-1.319,13.272,15.897,0.611,-0.413,-1.365,4.192,11.271,-3.104,-3.534,8.271,5.775,1.67,11.038,1.543,-3.899,-2.742,5.093,1.673,-1.088,8.955,1.125,15.821,-5.083,0.74,6.818,-1.594,2.481,14.563,7.346,5.771,-0.271,-0.112,11.471,-0.28,1.843,3.394,11.666,-0.042,13.842,0.099,7.982,13.847,-0.43,-3.79,2.092,13.515,12.558,-1.024,-0.366,9.652,-2.251,-2.391,1.915,-1.5,16.328,2.912,3.887,-3.267,11.734,-0.401,-2.183,-0.404,10.749,3.501,3.261,6.216,-2.222,5.884,1.741,1.972,-0.134,5.593,6.379,-3.82,4.908,-0.527,-1.016,-2.29,-3.026,1.393,10.14,3.496,13.276,14.258,6.383,11.5,15.603,2.868,2.453,-3.566,0.743,13.803,4.282,7.696,16.086,-1.405,-0.221,-3.543,5.201,11.593,10.16,9.582,1.211,6.102,1.497,11.578,18.835,8.676,7.134,-1.947,1.062,0.644,0.492,-3.677,10.552,7.666,8.163,15.386,-2.919,-0.416,-0.32,10.653,0.923,10.231,9.208,5.946,12.527,10.042,-0.333,4.351,3.9,3.958,1.636,10.224,15.831,-4.0,0.834,8.66,9.138,-2.71,4.845,11.293,7.984,4.553,10.119,0.239,1.852,9.277,-0.543,14.01,11.465,-4.227,1.188,5.275,14.725,0.536,11.875,15.018,-1.065,1.632,-1.449,-1.623,4.258,4.988,9.448,-1.311,0.914,-2.551,10.677,8.311,13.165,4.785,15.591,14.159,16.617,1.858,11.141,-1.245,5.773,15.621,-0.711,8.235,-0.363,-0.436,0.366,8.586,1.238,7.943,-1.081,-0.708,6.069,9.685,-3.143,16.265,9.7,1.724,4.524,2.429,-0.23,-3.684,-0.53,0.336,0.357,-0.974,-0.087,-3.593,9.471,-2.663,10.396,6.876,-0.061,10.95,0.219,-0.0,4.242,-1.512,10.776,6.179,-0.537,2.491,-1.401,0.407,2.558,8.972,-1.411,10.33,-0.432,1.907,0.437,11.781,-4.173,-2.57,6.821,-1.935,2.463,5.962,2.361,-2.164,0.081,0.04,1.354,1.425,-0.72,-0.85,13.724,2.292,1.749,0.184,0.136,-0.429,0.836,3.979,-3.867,7.938,9.978,-3.467,1.873,13.41,7.576,-3.232,9.436,16.105,1.954,1.063,6.004,6.07,-0.067,7.235,-2.322,8.383,-1.523,7.673,-3.679,-1.974,2.101,3.717,-1.572,-3.59,1.81,2.068,-1.175,-0.683,2.133,0.878,1.677,0.301,2.7,-1.781,-2.778,-1.234,2.401,2.952,1.091,1.205,0.544,2.383,-0.443,-1.156,0.498,-1.147,-0.25,-0.462,1.777,3.431,-0.444,2.509,-1.509,-3.42,2.666,4.966,-4.12,2.129,-0.055,0.273,8.235,-0.033,-3.242,0.016,1.172,-1.651,1.928,0.972,4.621,4.373,1.968,1.068,1.702,-2.541,2.264,-2.218,-0.274,1.042,-1.855,5.867,1.236,-0.714,-1.68,7.839,-1.177,1.91,4.097,-3.521,1.759,5.16,-2.587,-1.306,-1.702,0.085,-3.147,-2.754,0.234,-3.828,1.908,0.508,-3.486,2.898,-0.731,-2.464,1.077,-0.078,-3.007,3.267,-4.265,-0.98,-1.268,-0.518,3.732,1.806,-5.497,0.801,-2.56,3.025,5.116,0.502,0.347,-3.027,5.261,-5.547,1.293,-4.203,0.132,-2.64,-3.135,-1.665,3.721,0.333,4.189,1.694,0.281,2.104,1.317,0.049,-1.323,-0.335,-1.811,1.368,-0.227,1.651,-0.316,-0.418,-1.373,0.158,-3.13,-0.097,2.11,1.541,0.148,-1.238,-3.198,-1.195,0.316,-0.045,2.499,-0.323,-1.259,0.787,-0.727,7.548,-0.893,-2.975,1.549,-0.62,-3.981,-0.311,5.771,4.003,0.079,-2.838,-1.093,-0.615,4.366,4.985,-2.237,-1.504,0.098,1.372,-2.896,3.481,0.671,-3.117,-3.299,3.043,2.705,-0.213,1.024,-0.118,-5.474,-0.549,-1.17,-2.488,-2.835,-0.978,0.367,0.544,-0.642,0.224,2.408,2.795,-2.994,4.004,2.636,-1.048,-0.525,-0.208,-0.721,-2.143,-1.2,0.566,-0.99,2.214,-2.086,0.791,-3.783,2.09,-0.697,0.668,-1.258,-0.633,11.741,1.162,2.801,-2.89,-1.456,-0.66,-2.111,2.271,-1.535,-2.775,-2.401,-3.265,-1.851,0.251,-1.964,-0.925,-0.241,2.889,0.038,0.385,-3.454,0.361,3.047,-0.774,3.533,0.558,-1.688,0.824,0.651,-1.787,3.729,11.197,3.518,4.441,3.648,17.362,10.214],"base_top":[[32,25.917],[1206,22.164],[760,20.356],[332,20.235],[1597,19.824],[969,19.662],[8160,19.494],[13962,19.49],[50821,18.835],[623,18.737]]},"positions":{"tokens":[32,71550,369,264,4145,21461,3545,1429,310,35078,279,9039,314,264,2956,466,975,4424,13,1049,4138,539,29865,16070,279,9039,314,279,3594,4613,264,2956,321,25456,424,310,264,716,2100,869,13,271,8160,369,279,2923,13909,28253,1817,314,1204,424,5568,25,271,16,13,220,2972,39346,30132,286,92217,561,6007,314,264,71550,369,264,2972,677,76,5155,332,318,64,913,314,9039,54771,74980,553,1061,3566,369,8826,4613,279,2956,579,3594,13,1577,279,3594,1027,2971,1441,11,279,13250,314,279,28868,5155,12339,26,430,279,3594,73944,685,11,1141,13250,40664,13,1061,2222,303,13250,369,15625,1083,449,19132,8028],"text":["A"," thermostat"," is"," a"," simple"," mechanical"," device"," used"," to"," regulate"," the"," temperature"," of"," a"," room"," or"," other"," environment","."," It"," works"," by"," continuously"," monitoring"," the"," temperature"," of"," the"," air"," inside"," a"," room"," and"," comparing"," it"," to"," a"," set"," target"," value",".","\n\n","Here"," is"," the"," step","-by","-step"," process"," of"," how"," it"," functions",":","\n\n","1","."," "," **","Temperature"," Sens","ing","**:"," The"," core"," of"," a"," thermostat"," is"," a"," **","ther","m","istor","**"," (","a"," type"," of"," temperature","-sensitive"," resistor",")."," This"," component"," is"," placed"," inside"," the"," room","'s"," air","."," As"," the"," air"," co","ols"," down",","," the"," resistance"," of"," the"," therm","istor"," increases",";"," as"," the"," air"," heats"," up",","," its"," resistance"," decreases","."," This"," change"," in"," resistance"," is"," converted"," into"," an"," electrical"," signal"],"proj":[[2.8934,-3.4992,9.4487,13.0399,-2.4558,-0.0926,1.5987,-1.0721,0.2314,-1.3411,0.171],[-1.1393,-1.0017,8.5474,18.4864,-1.8259,-1.8645,0.3319,-1.1173,0.2996,-1.7069,0.0512],[-0.8208,-0.0419,6.8432,17.9322,-2.0875,-1.2286,0.6557,-1.5805,0.1995,-2.6627,0.1855],[-0.413,-0.5111,5.3406,17.1793,-0.3025,-1.8166,-0.0271,-1.6018,0.2301,-2.2252,0.0298],[-0.9629,-0.3981,3.7259,14.0126,-0.3499,-2.4919,-1.0468,-1.3304,0.1817,-1.3725,0.1635],[-1.2259,0.3921,4.4249,14.4602,-0.7221,-1.9265,0.0162,-1.3983,0.2407,-1.4557,0.4837],[-1.2272,0.2376,4.8209,14.6409,-2.5855,-1.9975,-0.1728,-0.9743,0.3598,-1.1953,0.4235],[-1.0275,-1.147,5.8016,17.6028,-2.583,-1.4367,-0.284,-1.5301,0.1582,-2.2784,0.3523],[-0.0651,-1.39,6.0318,18.1059,-3.5305,-0.372,2.2083,-1.775,-0.08,-2.5498,0.4483],[2.6047,-0.8768,5.1966,15.3926,-2.5362,-1.4532,2.6476,-1.7993,-0.1267,-2.6139,0.5286],[0.2288,-0.0848,6.0075,17.824,-1.8661,-1.4397,0.5032,-1.8229,0.2939,-1.718,0.1278],[0.0862,-1.8382,6.3763,16.8636,-1.7575,-0.1854,2.362,-1.494,0.2018,-1.5469,0.0947],[-0.209,-0.9384,7.1401,18.3083,-0.3603,-0.0963,0.6003,-1.3609,-0.0163,-2.2256,0.0654],[-0.0607,0.3612,5.8205,17.7026,-2.5699,-0.9406,-1.6943,-1.7708,0.459,-1.8702,-0.3408],[-0.6437,0.491,4.5018,15.7133,-2.5325,-1.3618,-1.9173,-1.4206,0.294,-1.2108,-0.2541],[-0.4292,-0.6615,5.8738,17.0913,-1.1757,-2.2115,-0.4834,-1.7885,-0.0492,-2.4877,-0.1261],[-0.583,1.3416,4.9397,16.0474,-2.4329,-0.166,-1.5291,-1.6824,0.6071,-1.4724,-0.5407],[-0.8882,0.5082,4.4734,16.2959,-2.4614,-1.455,-0.8044,-1.3395,0.3433,-1.4785,-0.225],[-0.721,-1.3012,5.247,16.5608,-2.3383,-1.5821,1.3247,-1.5493,-0.1154,-2.557,-0.1633],[1.7778,-3.5108,5.1775,15.4291,-2.3071,-0.4766,0.3001,-1.9511,0.3267,-1.7902,0.2954],[0.0625,1.1319,6.0499,15.5281,-3.3474,-1.1319,0.6062,-1.5507,0.1649,-2.4997,0.4972],[-0.1848,-2.0157,6.3455,17.0969,-2.7474,-0.9238,0.0426,-1.3078,0.025,-2.4909,0.287],[0.5593,-1.4837,4.5203,15.8168,-2.9282,0.1791,0.988,-1.6768,0.2625,-2.6419,0.691],[0.7214,-1.4083,5.0719,15.7659,-0.9868,0.0538,1.3785,-1.6575,0.2149,-2.2706,0.5113],[0.0852,-1.001,5.2009,17.6793,-2.6125,-1.0358,-0.0715,-1.8804,0.5421,-2.2181,0.2347],[0.1413,-1.9293,4.9919,16.9057,-1.6546,-0.5759,0.5939,-1.4576,0.2856,-1.6181,0.0322],[0.1388,-1.3392,4.623,16.671,-0.6837,0.168,-1.5362,-1.5042,0.3084,-2.4176,0.0437],[0.1419,-0.3162,5.3722,17.7858,-2.4648,-1.0765,-1.9221,-1.5486,0.6341,-2.328,-0.3076],[-0.5122,-0.7813,4.4219,15.3322,-1.6258,-1.4165,-1.3488,-1.2925,0.5904,-1.8971,-0.4053],[-1.1257,-0.3523,3.8463,14.9712,0.23,-0.9264,-1.503,-1.2093,0.1048,-2.0883,-0.3477],[1.2683,0.1215,6.2043,17.8685,-2.2641,-0.5041,-2.094,-1.7275,0.61,-2.2415,-0.2569],[0.3855,0.5519,5.4168,15.3119,-2.1936,-1.1006,-1.9463,-1.3182,0.6498,-1.1441,-0.3648],[-0.3749,-1.643,6.1339,17.463,-1.7349,-1.6923,-0.9205,-1.8372,0.1534,-3.032,0.1085],[1.449,-1.1502,4.252,13.3805,-2.7131,0.6915,1.3802,-1.6321,0.2076,-2.9384,0.4268],[-0.3865,-2.0841,8.1712,19.8712,-2.9726,-1.5432,-0.2773,-1.8806,0.4256,-2.4534,0.2371],[-0.5624,-2.2037,6.3059,18.2297,-2.5665,0.6524,1.5217,-1.3665,0.4469,-2.795,0.1093],[1.8729,-1.5988,4.7696,14.8367,-2.6847,1.1235,0.0738,-1.4694,0.5946,-2.7221,0.1297],[1.4118,-2.257,4.9753,14.0532,-1.6535,0.4433,-0.5274,-1.2803,0.3558,-1.76,0.1306],[0.9124,-2.1786,7.2969,16.1402,-1.8243,0.9658,-0.8277,-1.4194,0.3438,-1.6096,0.04],[0.6464,-1.7057,5.7302,17.3111,-2.6698,1.1375,1.3339,-1.4672,-0.1288,-2.6051,0.0692],[-0.2398,-2.3117,4.4655,16.3842,-1.8338,0.4708,0.011,-1.6623,0.2167,-2.7147,-0.0245],[1.6369,-4.1667,3.9574,14.5139,-2.6855,-1.1383,1.1351,-1.7126,0.2854,-2.2999,0.4107],[1.8924,-4.8105,7.1021,11.2766,-3.5358,-0.3901,0.2493,-1.2552,0.3569,-1.6493,0.1391],[-0.9907,-1.6166,4.9337,16.0637,-2.0717,-0.3875,2.7987,-1.3848,0.0922,-1.9716,0.1202],[-0.0472,-1.5594,6.9997,18.3075,-2.8102,0.3653,1.3206,-1.495,-0.097,-2.4433,0.1858],[-1.3343,-2.0466,6.6339,18.3301,-1.0641,0.2734,1.1693,-1.0192,0.0223,-1.5259,0.0775],[-1.5801,-1.6733,8.6936,17.6187,-2.4816,-2.112,2.9177,-0.7145,-0.2907,-1.2847,0.6796],[-2.8984,-2.1295,8.5429,18.4969,-2.5036,-0.5406,0.7832,-1.1219,0.0235,-1.1843,0.4032],[-1.5265,-1.9167,8.1903,18.8568,-2.0981,-1.5261,1.4101,-1.341,0.0942,-1.111,0.3667],[-1.7949,-3.4811,6.9554,19.6622,-2.6804,-0.4561,-0.2595,-1.8635,-0.031,-2.1845,0.249],[-1.0465,-1.6414,8.2028,20.2829,-3.0347,-2.5129,1.8437,-1.8345,0.4896,-1.9958,0.1072],[-1.3635,-2.9621,7.5094,20.3228,-2.5346,-1.4544,0.3734,-1.9265,0.5146,-2.3774,0.1814],[-1.715,-0.498,6.2762,16.8825,-2.6449,-1.1742,1.0278,-1.2218,0.6337,-2.0366,0.7221],[-2.1265,-2.0349,7.5534,20.3904,-2.9762,-1.1002,0.6498,-1.6527,0.3277,-2.6165,0.3245],[-0.3331,-2.0385,7.0729,18.855,-4.4845,-1.2575,0.446,-1.4604,0.3616,-1.8861,0.0612],[0.2843,-3.6571,10.9569,16.0425,-4.9554,0.2578,-0.2668,-0.681,0.1684,-1.3545,0.2001],[-1.9291,-2.6093,7.1163,15.0636,-1.5748,-1.7383,-0.9549,-1.1886,0.2803,-1.9307,0.198],[0.1605,-2.2601,5.51,13.0352,-1.1308,-2.046,0.1342,-0.7968,0.2416,-1.3181,0.0098],[0.9775,-1.6948,5.38,14.3183,-2.3149,-0.8058,0.8667,-1.3148,0.4136,-1.6401,0.2002],[1.719,-1.4722,6.0843,10.8621,-1.3317,-1.1508,0.2708,-1.0023,0.364,-1.5169,0.35],[0.6686,-1.5515,4.8909,13.4862,0.0624,0.4639,1.4449,-1.4101,0.3541,-1.5692,0.3695],[-0.3427,-2.4758,5.4887,14.2053,-1.5716,0.1478,0.1188,-1.3136,0.4767,-1.3269,-0.1123],[-1.6855,-2.4501,4.5627,16.5617,-2.8712,-0.0151,1.3342,-1.3567,-0.0134,-2.371,0.0645],[0.333,-2.902,4.5358,15.9985,-2.7931,-0.3997,0.4644,-1.4955,-0.0585,-2.7051,0.0184],[-1.7177,-0.8709,5.866,17.1547,-2.2346,-1.4048,0.0181,-1.3141,0.2391,-2.1394,-0.1942],[-1.628,-0.1085,5.5427,16.7112,-1.8435,-1.8375,0.377,-1.2329,0.3351,-2.1982,-0.0636],[-0.2238,-1.5385,9.1695,20.7652,-2.7156,-0.9936,-0.0732,-1.7042,0.4387,-2.3058,-0.003],[-1.6987,-0.5887,6.9641,17.461,-2.0303,-1.6943,-0.1575,-1.7241,0.4874,-1.911,0.0248],[-1.5272,-0.6908,6.1925,18.961,-3.0289,-1.7157,-0.6446,-1.5541,0.0376,-3.0157,-0.119],[0.3293,-0.2229,4.7523,16.2414,-1.6775,-0.9931,-0.8936,-1.5359,0.1793,-2.6808,-0.1651],[-0.8012,0.6286,2.5587,11.3638,-0.9972,-2.0765,-0.9516,-1.1737,0.4194,-1.269,-0.0299],[0.8493,0.4866,7.6101,8.1527,-1.2527,-2.3346,-0.8878,-1.063,0.8284,-0.747,0.053],[1.0941,-0.2537,3.9609,6.2872,-0.5293,0.3817,0.1105,-0.4334,0.44,-1.4452,0.0145],[0.7426,0.0985,3.6929,6.5637,-0.4207,-0.2102,0.4873,-0.2163,0.8813,-1.402,-0.4139],[-2.1078,-0.1088,4.6433,15.4618,-1.2376,-0.478,0.0058,-1.5796,-0.084,-2.4114,-0.1732],[-2.4929,0.3574,3.6895,15.2154,-1.8133,-1.0279,-0.0933,-1.3695,-0.3229,-2.7547,-0.3133],[-0.7874,-0.7015,6.2698,11.4419,-0.888,-1.5737,-0.8227,-1.2826,-0.3103,-1.3546,-0.1423],[-2.4895,0.9989,3.0812,11.8161,-0.0062,-2.2718,-1.3244,-1.6769,-0.4014,-1.4842,-0.0719],[-2.8804,1.6395,4.1316,12.3626,-1.5278,-0.4055,-0.8552,-1.6302,-0.0826,-1.6807,0.2793],[-2.0315,1.4578,3.3634,11.3791,-1.1196,-2.0758,-1.1784,-1.5707,-0.0981,-1.218,0.1209],[-2.0452,1.5236,5.6329,12.5133,-0.9538,-0.8215,0.5225,-0.8919,0.1831,-1.4912,-0.1781],[-3.3364,1.044,3.9882,12.3562,-1.9441,-1.9637,-0.6943,-1.3244,-0.1576,-1.6008,-0.0537],[-1.8174,-0.5007,3.9929,15.3577,-2.6579,-1.2429,0.6271,-1.689,-0.4148,-2.6954,-0.1858],[1.7394,-2.7139,2.573,15.1919,-2.0397,-0.4779,0.2583,-1.9236,-0.1419,-2.4176,-0.1524],[-2.666,1.0768,3.4687,14.6175,-2.3299,-1.3112,0.5046,-1.4637,-0.0374,-2.0847,-0.3593],[-0.7483,1.4426,3.4871,13.3214,-2.5018,-0.0903,0.1441,-1.4912,-0.1674,-2.3782,0.4321],[-1.2041,0.8378,2.644,13.2016,-1.8817,0.0372,0.0644,-1.1468,-0.2479,-2.4476,-0.1802],[-1.4642,-0.0218,4.2432,15.8134,-1.975,-0.8226,0.0671,-1.288,-0.0624,-2.7625,0.0273],[0.6966,0.9905,4.4311,15.9318,-1.5726,-1.8017,-0.0269,-1.5412,0.3742,-2.2386,-0.1447],[0.5002,1.1589,4.5301,14.4148,-1.0715,-1.8172,-0.5487,-1.1199,0.6445,-1.3913,-0.3516],[-0.0196,0.0608,4.1954,14.3672,-1.18,-2.0437,-0.258,-1.4686,0.0909,-2.7884,0.0059],[0.6151,1.0156,5.3289,15.2621,-1.2518,-2.1181,-0.7075,-1.2663,0.67,-1.5599,-0.409],[-0.909,0.9612,3.2239,12.2562,-0.7647,-1.2757,0.7042,-1.1021,0.2006,-1.9766,-0.3282],[2.9787,-2.5034,3.1282,15.8277,-1.3952,-0.1404,1.8568,-2.0849,0.1021,-2.1632,-0.0044],[1.4181,-2.0352,5.6731,18.3108,-0.5789,-2.3943,0.0073,-2.0104,-0.1066,-2.0255,-0.2718],[0.4057,-2.0434,6.0189,18.8455,-0.7708,-2.3824,1.6786,-1.4195,0.0891,-1.7457,-0.2496],[0.371,0.3102,4.0655,13.4661,0.0897,-0.2145,2.0792,-1.3261,-0.1484,-1.4174,-0.091],[-0.5534,-1.3648,3.2534,9.1519,0.8748,0.6095,1.2868,-0.3007,-0.0834,-0.7058,0.346],[0.6439,-2.0064,6.0914,19.0083,0.4177,-1.0672,-0.3806,-2.1227,-0.3167,-2.548,-0.039],[1.1059,-1.9015,4.7792,17.9389,0.8265,-0.6878,-0.0832,-2.1063,-0.1332,-2.8399,-0.0853],[0.7922,-2.0234,5.7184,18.4504,-1.8103,-0.533,-0.7468,-1.6965,0.0599,-2.307,-0.035],[-0.9143,-0.9053,7.0033,17.51,-1.7862,-0.9345,-0.0828,-1.1914,0.1812,-1.7631,-0.2103],[-1.4557,-1.2528,4.097,16.3179,-1.2842,1.3045,-0.628,-1.239,-0.2871,-2.42,-0.0119],[-0.5343,-1.8948,7.485,18.9522,-3.2106,-0.5129,-0.4276,-1.2993,0.4372,-2.4391,-0.2536],[-1.6315,-0.7613,8.1897,17.3681,-3.0412,-1.1974,-0.4351,-0.9786,0.4549,-1.7954,-0.189],[-1.291,-1.8527,6.81,15.1846,-1.7086,1.2684,-0.576,-0.6691,-0.0516,-1.8194,-0.2765],[0.6171,0.5739,3.0506,13.7914,-1.6115,1.4622,0.1717,-0.9327,-0.4633,-1.7958,0.1594],[0.1605,-2.3424,4.5805,16.579,-0.7938,0.4933,1.3764,-1.9346,-0.1335,-3.089,0.1967],[0.558,-3.721,7.1384,20.2106,0.0812,-0.2778,1.7626,-2.3815,0.0129,-3.0447,-0.2411],[-0.8825,-2.5931,7.8334,20.2441,-0.5625,-0.9421,1.2913,-1.7833,-0.1471,-2.2732,-0.1582],[-1.6054,-2.2833,8.486,20.923,-0.5044,-1.5035,2.2604,-1.3223,0.0308,-1.8668,-0.2032],[-0.6125,0.7154,5.9002,12.8575,0.2936,0.825,2.2651,-0.9855,-0.0272,-1.2077,0.3052],[-1.0095,-2.7518,8.2306,21.0708,-0.2258,-1.1922,-0.1302,-1.5223,-0.1523,-2.5538,-0.003],[-1.5942,-1.2122,6.9138,20.0234,0.8007,-0.484,0.1431,-1.503,-0.2468,-2.9847,0.029],[-0.4325,-1.4009,8.358,21.0994,-1.9706,0.2261,-1.2534,-1.3682,0.1391,-2.667,0.0787],[-1.3569,-0.6165,8.1646,19.9652,-1.4229,-0.6559,-0.2846,-1.1773,0.1666,-2.0096,-0.0274],[-1.0543,0.7214,5.5378,17.0185,-2.0376,1.6252,-0.1518,-0.9776,-0.0811,-2.466,0.2159],[-1.3651,-2.4391,5.3061,17.4817,-0.992,-0.2953,2.0842,-1.6137,-0.032,-2.9436,-0.1223],[2.4119,-2.6258,2.4229,13.4456,-1.6844,-0.5306,1.6308,-1.9283,0.1473,-2.1411,-0.0921],[-0.3284,-0.244,4.0674,15.1532,-1.3246,-0.6088,1.0755,-1.1923,-0.2274,-1.9947,-0.3539],[-1.0661,-1.1792,4.957,15.7447,-2.2467,1.2074,1.6066,-1.2322,-0.3317,-2.4516,0.111],[-0.445,-0.2753,6.913,18.0797,-2.1033,-2.0774,-0.7383,-1.7144,0.1674,-2.0741,0.1565],[0.3541,-0.193,3.262,13.5102,-3.0341,0.5176,2.3204,-1.5758,-0.08,-2.3283,0.071],[0.9054,-1.2999,3.6294,13.823,-0.5115,1.2136,0.7432,-1.2972,-0.0909,-2.0931,0.0658],[-0.1955,-2.4274,4.6992,17.3645,-2.1122,1.3909,0.5312,-1.8824,0.0366,-2.6095,0.0638],[1.1894,-1.4243,3.9723,14.5058,-2.3991,1.1774,0.7539,-1.7572,0.1897,-2.2022,0.203],[0.8113,-0.3895,2.9224,11.4682,-1.2759,1.5805,1.0064,-1.4205,-0.3096,-2.0147,-0.2244],[0.2811,-1.416,5.0449,15.2099,-2.4975,0.2191,0.1125,-0.9588,0.2637,-1.8619,-0.1735]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"A thermostat is a simple mechanical device used to regulate the temperature of a room or other environment. It works by continuously monitoring the temperature of the air inside a room and comparing it to a set target value.\n\nHere is the step-by-step process of how it functions:\n\n1.  **Temperature Sensing**: The core of a thermostat is a **thermistor** (a type of temperature-sensitive resistor). This component is placed inside the room's air. As the air cools down, the resistance of the thermistor increases; as the air heats up, its resistance decreases. This change in resistance is converted into an electrical signal","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"A thermostat is a simple mechanical device used toNO.NO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\nNO.\n","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"A thermostat is a simple mechanical device used to regulate the temperature of a room or other environment. It works by continuously monitoring the temperature of the air inside a room and comparing it to a set target value.\n\nHere is the step-by-step process of how it functions:\n\n1.  **Temperature Sensing**: The core of a thermostat is a **thermistor** (a type of temperature-sensitive resistor). This component is placed inside the room's air. As the air cools down, the resistance of the thermistor increases; as the air heats up, its resistance decreases. This change in resistance is converted into an electrical signal","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true}}},{"id":"prose-13","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Why do we have time zones?","tools":[],"prompt_tokens":30,"decision":{"rms":0.36055274787306585,"sumsq":133.11721881479025,"hb":[0.03085,0.12337,-0.5912,-0.1244,-0.32614,0.01244,-0.41074],"lse":24.058406023065924,"logits":[14.773,14.597,10.846,16.221,11.068,9.433,9.282,7.91,8.237,6.545,8.919,7.577,16.238,12.331,13.066,13.143,14.443,12.465,12.073,13.963,16.799,11.873,12.991,12.165,13.311,12.867,12.231,13.086,11.561,10.501,13.58,10.782,9.977,8.306,5.651,7.438,8.059,10.413,5.722,5.118,8.007,2.984,8.049,11.216,4.991,5.299,2.93,6.459,4.71,19.614,1.393,4.695,3.247,0.877,3.303,3.085,3.247,7.726,12.936,7.933,4.426,17.326,0.846,2.915,3.018,5.52,1.655,11.831,-2.08,20.908,4.508,4.408,12.0,-0.928,13.768,3.42,8.91,5.761,5.019,9.394,12.51,3.829,12.091,13.829,13.134,4.919,-0.484,2.657,11.341,7.703,0.767,9.195,19.01,5.245,4.516,13.041,13.903,-0.858,0.606,3.543,23.475,11.771,-0.679,4.984,3.081,22.837,14.154,-1.401,2.843,10.703,2.771,10.324,11.385,2.842,9.518,14.332,16.556,5.968,11.903,5.047,13.842,12.009,14.625,14.554,18.407,3.836,2.381,10.941,9.756,11.206,-1.378,8.771,-1.36,5.536,6.617,9.116,5.672,15.251,-0.058,12.49,9.879,19.496,13.587,4.767,-0.534,6.122,15.166,1.117,14.104,2.318,-3.24,12.352,1.676,8.549,10.123,3.131,7.094,3.856,11.546,10.465,13.521,1.162,12.499,-0.78,13.284,1.826,5.878,2.787,-4.091,5.885,14.438,14.149,20.274,10.436,3.987,1.849,4.334,10.234,16.577,8.678,9.973,2.394,6.623,0.343,10.235,11.21,11.137,9.494,0.651,12.377,15.353,0.451,15.715,3.179,3.815,5.742,11.701,16.1,10.142,-0.109,10.235,8.113,11.439,1.749,13.385,10.974,10.334,2.484,-0.005,15.778,2.16,14.884,12.031,-3.17,9.154,1.269,-2.494,-3.22,1.606,5.406,8.093,8.803,9.483,1.464,2.41,11.02,3.626,3.056,0.305,9.887,6.886,-3.234,-3.198,9.346,15.409,10.366,5.725,12.601,12.52,13.273,1.943,-0.403,6.661,-0.086,-1.285,9.544,-0.265,-1.52,6.549,8.749,3.046,8.67,14.756,14.875,12.096,-3.868,5.792,6.332,16.593,18.115,5.449,9.825,2.364,0.845,0.803,7.352,1.157,10.8,5.128,16.721,0.694,0.514,0.842,5.136,-0.294,11.163,11.92,0.693,11.193,2.399,6.253,9.774,1.729,6.73,9.014,8.003,-1.83,-0.253,14.653,12.297,2.107,15.917,10.93,5.708,8.889,8.736,5.131,12.741,13.568,7.392,14.143,7.516,1.308,18.339,11.282,8.906,4.207,11.387,-2.86,14.312,12.448,2.83,14.49,12.799,-1.209,-3.818,15.012,5.727,-4.607,-3.156,2.279,11.409,7.256,10.153,1.889,10.184,-0.396,1.747,12.714,10.209,16.702,3.877,1.92,11.09,9.461,4.681,16.851,0.665,1.825,11.258,-0.402,5.286,5.93,5.726,-0.063,6.255,10.278,0.438,6.604,0.327,6.806,-0.291,-0.926,-3.572,-1.397,14.906,9.489,17.737,11.447,11.355,-2.704,7.59,2.186,-2.031,10.212,4.492,7.365,2.617,2.178,-0.093,12.398,8.138,-0.225,10.488,15.471,-2.081,16.848,13.386,10.732,11.383,3.137,1.297,14.566,-2.249,8.459,10.256,1.726,-0.546,1.804,7.978,11.973,6.713,6.085,18.86,-0.716,10.873,6.885,8.84,-0.837,-0.289,5.71,-1.785,16.842,8.59,12.743,-1.72,10.961,10.941,-2.234,-3.392,8.396,9.203,3.662,1.93,13.487,14.917,-5.826,6.543,13.662,13.991,6.945,13.108,0.618,0.496,1.529,14.343,0.853,-1.941,12.623,-2.55,13.562,7.793,-0.646,6.866,1.564,5.987,7.628,2.609,10.685,11.523,10.461,2.245,6.577,6.004,-1.644,1.94,8.483,5.403,12.079,-2.191,13.267,-5.321,14.0,-4.53,-0.906,1.683,11.996,9.179,8.293,-1.219,-0.446,14.227,3.589,8.821,5.266,4.351,-1.256,1.978,12.965,10.398,7.793,11.829,10.83,-1.845,-2.237,-2.316,1.081,12.727,9.72,-2.286,4.362,10.122,17.008,2.385,11.865,16.509,-1.737,6.479,13.582,10.556,14.356,1.784,11.546,-1.041,8.641,8.207,13.556,-1.535,11.785,-1.195,8.774,1.463,10.196,10.364,-1.858,11.168,-0.309,13.813,12.146,13.832,5.297,9.428,-1.911,0.728,14.738,3.797,5.132,15.294,2.016,16.84,12.225,-0.26,0.966,-0.75,7.115,8.778,-2.358,-2.856,13.422,10.22,1.373,12.906,0.34,-2.293,0.286,6.225,1.435,2.295,9.181,4.425,14.247,-2.497,-0.462,4.832,-2.516,2.991,10.388,8.998,4.733,0.191,-2.042,11.57,1.521,0.745,5.656,12.032,-2.214,11.15,-0.279,10.42,12.728,-1.008,-2.047,2.54,13.703,11.569,2.6,1.18,12.475,-2.149,0.355,3.481,-0.314,13.423,1.788,3.198,-2.788,16.064,0.781,-2.426,-1.62,10.95,3.964,3.494,10.332,-2.592,7.089,-2.174,2.09,2.55,9.3,9.124,-3.248,6.503,1.192,-1.558,-3.26,-2.533,0.189,7.918,0.594,13.565,18.339,4.266,8.925,13.688,4.828,1.037,-1.071,-0.948,13.111,4.57,7.048,13.936,2.451,-0.223,-3.874,6.663,11.473,13.811,13.608,0.38,6.591,3.076,8.905,17.394,8.165,8.609,-2.995,0.065,4.367,0.78,-0.029,16.842,9.637,9.138,12.772,-1.081,-2.948,2.216,11.542,1.649,9.11,8.895,8.717,13.26,11.809,-0.73,3.428,8.405,3.123,0.231,10.814,14.293,-5.462,-0.852,11.879,9.911,0.328,5.681,10.514,6.153,7.761,11.537,0.72,1.165,10.272,-0.84,11.33,12.585,-3.313,2.384,3.982,13.048,-2.001,15.177,13.33,-0.72,2.181,0.934,-0.669,4.21,4.197,9.052,-0.974,2.698,-2.565,11.364,6.328,11.392,6.929,14.328,13.747,14.139,2.463,10.738,-0.718,4.655,15.3,-2.383,8.515,1.869,-0.381,1.331,8.565,-0.828,13.525,-2.427,-0.37,6.836,8.911,-0.02,14.327,9.047,2.359,-1.39,2.319,0.001,-1.029,-0.533,1.374,3.057,-0.817,-2.239,-0.361,10.02,-0.727,10.484,9.064,1.368,14.483,-1.232,-3.6,6.986,4.428,11.189,11.36,-0.509,3.577,-0.049,1.273,5.434,10.866,0.313,11.202,-3.353,3.322,-0.202,9.15,2.755,4.145,9.815,-1.58,2.802,10.339,1.153,-1.45,-0.854,2.018,4.91,-0.062,-2.308,-0.889,12.023,5.829,2.914,2.351,0.164,-3.662,0.265,0.795,-4.437,8.01,7.477,-3.052,1.947,17.467,7.327,-0.729,12.045,13.192,2.517,1.989,10.946,7.828,-2.056,10.378,-4.423,7.157,-3.076,7.809,-3.386,-1.993,2.72,3.62,-1.969,-2.672,1.314,-0.86,0.871,2.57,1.774,4.434,2.97,0.677,2.945,2.405,-0.684,-0.19,-1.367,-0.976,-0.825,-0.182,2.299,0.74,1.486,-2.61,-3.37,1.142,1.853,-0.276,2.501,3.018,-0.892,2.765,-1.889,-5.081,-0.068,1.009,-0.499,3.036,-2.652,-1.162,4.087,1.918,-1.093,-0.599,0.13,-0.527,2.909,5.043,1.199,4.148,-0.334,2.649,2.041,-0.086,2.114,-0.323,-0.986,4.08,-0.109,2.098,-0.187,-1.032,0.115,2.083,-0.73,0.086,0.752,0.155,3.628,6.84,-2.427,-2.939,0.93,3.645,-1.378,-3.114,0.705,-5.347,2.18,1.322,-4.157,1.869,-1.138,-2.459,0.148,-0.74,-0.722,0.842,1.491,-2.521,0.183,-2.677,1.282,1.865,-3.334,0.88,1.341,-0.195,0.749,2.771,0.85,-1.964,3.506,-2.431,0.88,0.584,1.565,-0.539,1.805,0.592,1.575,-1.319,2.062,-3.481,3.255,0.488,0.815,-0.444,-1.94,-0.154,-2.042,1.667,-2.948,0.743,-2.504,-1.737,2.086,-2.286,-2.715,1.647,0.597,2.397,1.904,-0.662,-1.01,-0.697,1.162,-1.478,0.76,-0.65,-1.725,0.06,-0.857,2.688,-0.776,-2.787,5.129,0.103,-2.957,1.332,2.582,0.972,-2.716,-1.323,-3.158,-1.034,2.324,2.203,-2.573,-3.619,-0.546,-2.943,-1.271,-0.409,1.966,-3.733,-3.365,2.091,0.059,-0.492,-1.285,1.154,-5.625,0.183,-2.049,-2.839,0.655,1.072,2.8,-0.591,-2.879,1.716,0.75,-5.087,-1.484,3.034,0.965,-1.604,-0.192,-0.946,-0.301,-2.9,-0.991,1.25,-0.747,1.55,-0.873,-1.361,-1.785,2.352,-3.802,0.415,0.682,-1.99,13.732,3.843,2.873,-0.092,-1.116,-1.179,-3.569,0.192,-2.951,-2.142,-1.367,-5.154,-0.864,-1.974,-2.947,0.924,-0.249,5.222,0.273,-1.138,-2.519,-0.815,1.538,-0.133,2.149,0.134,-0.39,2.567,1.728,-3.251,7.425,10.711,4.207,5.129,3.775,16.86,11.212],"base_top":[[1409,23.475],[1596,22.837],[760,20.908],[3733,20.274],[332,19.614],[2523,19.496],[1206,19.01],[17413,18.86],[2064,18.407],[9930,18.339]]},"positions":{"tokens":[1409,24590,513,3354,310,1438,1208,303,2086,5306,314,279,1814,2426,303,12443,440,1754,975,13,271,760,5839,2781,369,2972,48485,321,36445,159034,3095,1208,3756,2944,10431,11,781,4021,6497,4191,279,1788,854,13,1690,3010,11,413,488,513,303,1478,4121,321,488,1318,310,3502,264,1414,310,4184,303,6924,11,488,1902,3184,1070,279,854,781,513,303,6924,13,1368,488,1459,914,11,781,2493,1683,488,513,303,1478,4121,11,864,1362,2895,310,86520,793,13,271,1206,11290,411,11,5656,21078,836,1834,1083,22602,17800,2512,2972,1619,24590,159034,8618,9842,369,16757,220,16,20,4276,8047,466,4661,279,8358,854],"text":["Time"," zones"," are"," created"," to"," help"," people"," in"," different"," parts"," of"," the"," world"," keep"," in"," sync"," with"," each"," other",".","\n\n","The"," primary"," reason"," is"," **","communication"," and"," coordination","**."," When"," people"," live"," far"," apart",","," they"," cannot"," easily"," share"," the"," same"," time","."," For"," example",","," if"," you"," are"," in"," New"," York"," and"," you"," want"," to"," send"," a"," text"," to"," someone"," in"," London",","," you"," must"," tell"," them"," the"," time"," they"," are"," in"," London","."," If"," you"," don","'t",","," they"," might"," think"," you"," are"," in"," New"," York",","," which"," could"," lead"," to"," misunderstand","ings",".","\n\n","To"," solve"," this",","," countries"," divide"," their"," day"," into"," shorter"," periods"," called"," **","time"," zones","**."," Each"," zone"," is"," roughly"," ","1","5"," minutes"," ahead"," or"," behind"," the"," central"," time"],"proj":[[4.2268,-1.6742,8.1191,10.879,-2.301,-1.4918,0.9387,-1.1957,0.3766,-1.0102,0.1993],[-0.716,-1.1099,9.0383,19.2322,-0.9142,-0.6476,0.1012,-0.9208,0.0855,-1.4669,-0.1475],[1.2089,-0.7957,7.5145,17.3234,-3.8734,-1.6781,0.651,-1.1464,-0.2739,-2.3756,-0.0913],[0.4335,-0.4144,6.4727,16.8849,-1.9561,-2.3771,-0.402,-1.4681,-0.0165,-1.4462,-0.4724],[0.6936,-1.9596,6.4504,18.4067,-4.2497,-0.5583,1.0375,-1.8774,0.178,-2.1732,-0.0583],[2.4021,-1.9596,5.43,14.9413,-3.8744,-0.4337,1.1177,-1.3372,-0.4351,-1.9646,0.1946],[2.6761,-2.1333,4.5054,14.4909,-3.1121,-2.1149,0.6016,-1.9933,-0.0666,-1.4336,-0.5021],[1.3325,-1.6275,4.097,12.4187,-1.0304,-0.7153,1.9094,-1.5966,-0.4062,-1.6957,-0.1312],[0.7115,-1.0817,6.8277,17.4613,-2.8943,-1.9418,-0.8858,-1.7831,0.6997,-1.6791,-0.5949],[-0.3244,-0.0774,6.0858,16.1496,-2.281,-2.6333,-0.9487,-1.3696,0.1873,-1.1594,-0.6208],[-0.7358,-0.8913,7.4252,18.5925,-1.2846,-0.6911,0.9831,-1.6522,0.1359,-1.684,0.0194],[-0.383,-1.0072,6.4835,16.8278,-2.9143,-2.1211,0.5642,-1.6386,0.5547,-1.7727,-0.1734],[-0.2973,-0.1836,6.4666,15.514,-2.6503,-1.8548,0.8882,-1.1646,0.3598,-1.7402,-0.0074],[1.6345,-1.498,3.2426,9.2426,-0.515,0.0756,1.8589,-1.5681,-0.3427,-1.7734,-0.173],[-0.8815,-3.5395,4.3663,14.2026,-1.4915,0.5387,0.1305,-1.1888,-0.0267,-1.5885,-0.0346],[-1.311,-3.0417,5.2965,13.4932,-1.8627,-1.7653,0.2241,-1.1977,0.2695,-1.376,0.2035],[0.4298,-2.0714,6.5454,18.3897,-2.6331,-1.0458,1.1305,-2.2323,-0.1381,-1.9222,-0.2645],[1.3234,-1.1224,6.1739,17.1416,-2.6815,-1.107,1.1574,-2.1372,0.5571,-1.78,-0.4986],[-0.5353,-0.8307,8.1238,20.0404,-2.1968,-0.2102,0.8333,-1.62,-0.0965,-1.5132,-0.3338],[1.3566,-0.3751,5.7947,15.973,-2.3975,-0.6133,2.2403,-2.2559,-0.1481,-2.3013,-0.1815],[4.3375,-1.8744,3.8788,13.6112,-3.2007,-0.3983,1.3565,-2.2099,0.4171,-1.1983,0.2881],[5.0804,-2.0427,5.5565,9.1595,-3.862,0.108,0.1918,-1.9215,0.4255,-1.2422,0.1706],[1.4404,-1.0467,6.5513,17.4157,-3.0699,-0.4716,1.6248,-1.3802,0.3051,-1.424,-0.1302],[0.1536,-0.2279,8.2857,19.1938,-3.6393,-0.8605,-0.605,-1.546,0.1045,-1.2902,0.3076],[-0.3693,-1.8813,7.48,18.9119,-3.5165,-1.8853,-1.891,-1.5775,0.1586,-2.0249,0.1224],[2.4404,-1.0548,6.5123,15.7899,-3.5591,0.8585,-0.6108,-2.1659,0.2686,-1.953,0.2191],[3.0119,-1.373,10.2273,11.9188,-2.5839,-0.0377,-0.4346,-1.7182,0.4302,-0.905,0.1947],[0.6743,-0.2783,6.5786,17.044,-3.9369,0.6559,-0.877,-2.0222,0.2696,-1.7682,0.282],[1.9623,-0.5982,5.9944,15.7674,-3.4466,0.212,1.0294,-1.9553,0.526,-0.8087,0.2596],[1.1069,-0.1143,5.8765,17.5084,-3.8807,0.8004,0.6713,-2.2121,0.0871,-1.8371,0.2179],[4.5174,-1.0316,2.7732,11.6647,-3.5896,-0.4601,1.9881,-2.4198,0.4401,-0.9466,0.094],[2.2778,-1.5081,4.9399,16.2551,-2.2077,-2.0743,0.5544,-2.5472,0.714,-1.4226,-0.5435],[2.5528,-0.2874,5.0403,12.5756,-1.3529,-0.4287,2.9093,-1.7648,0.0898,-2.2347,-0.2494],[0.7779,-1.46,7.8515,17.9765,-2.556,-1.3493,1.0257,-1.5641,0.4312,-2.0893,-0.2209],[-0.4814,-1.4825,7.9426,18.2404,-1.5927,-0.6447,0.3056,-0.6417,0.5091,-1.9676,-0.3672],[0.3381,-0.1362,6.2952,17.9645,-1.784,-1.5787,1.1458,-1.7938,0.3301,-2.1214,-0.3995],[3.8597,-1.1048,4.3981,14.4285,-2.6523,-0.7454,1.7084,-2.362,0.2891,-1.703,-0.3696],[2.9307,1.3022,6.1767,15.817,-2.7598,-0.3717,3.4055,-1.9275,-0.0648,-2.1401,-0.0418],[1.5431,-0.6057,4.2639,12.7505,-1.3425,0.0499,3.1106,-2.1943,0.1188,-2.2788,-0.1692],[1.5833,-1.5372,3.9367,11.8,-1.0596,0.0425,3.412,-1.7038,0.1484,-1.9081,-0.2005],[1.1719,-0.3719,3.8904,14.3218,-1.6975,-1.7199,0.2694,-1.8998,0.1953,-1.464,-0.6024],[-0.6631,-1.8639,5.3871,16.0201,-1.7046,-1.3693,1.346,-1.5854,-0.1682,-1.4591,-0.151],[0.3975,-0.5839,4.9029,16.035,-1.5044,-1.4602,0.9698,-1.7551,0.1622,-1.2227,-0.2686],[-0.1928,-0.7494,4.1079,14.8442,-0.862,-1.4852,1.94,-1.6241,0.0343,-2.1244,-0.048],[3.8855,-2.1157,2.7651,12.1606,-2.9479,0.4602,2.2064,-2.3544,0.3772,-1.6296,-0.0851],[1.4796,-2.2439,6.8341,18.1266,-0.8441,-0.7981,0.8397,-2.5555,0.3988,-1.8324,-0.2199],[0.6341,-3.0049,5.2709,18.1688,-2.5667,0.8041,2.311,-2.4729,0.3873,-1.7666,-0.2707],[3.1831,-2.4757,3.416,14.6857,-1.8563,0.4521,1.9178,-2.551,0.481,-1.7335,-0.6136],[2.6152,-1.8383,3.8839,14.1347,-1.2718,-0.6507,1.3908,-2.3844,0.7171,-1.9089,-0.5716],[2.3197,-0.6776,4.0353,11.0421,-0.2178,0.9454,2.8795,-2.0043,0.2105,-2.2447,-0.3539],[0.6494,-1.8711,4.1113,13.1245,-0.1383,0.8256,1.2342,-1.8722,0.4007,-1.8003,-0.4753],[1.3484,-0.6012,3.9574,13.4474,-0.046,-0.5322,0.8688,-1.9169,0.5806,-1.8269,0.1293],[0.146,-2.0334,4.8058,14.2554,-0.4592,-0.7779,0.233,-0.9233,0.4357,-0.8505,0.2261],[-0.0273,-2.822,3.7801,15.5355,-0.5086,-0.6152,0.4409,-2.4694,0.0511,-2.2249,-0.0397],[1.7861,-2.9849,5.4211,14.9467,-0.9567,0.1225,0.8812,-2.0814,0.4781,-2.0374,-0.4593],[2.6094,-1.2029,5.2388,12.4884,-0.8771,0.2546,2.1115,-1.9127,0.2303,-2.1078,-0.3518],[1.7829,-2.4268,5.8191,16.3746,-0.7005,0.3306,1.3457,-1.8251,0.1908,-2.0119,-0.6914],[2.7798,-1.706,3.9504,11.024,0.207,0.0905,2.4241,-2.0355,0.1038,-1.9066,-0.2694],[1.4811,-0.6985,5.5314,15.3288,-0.6904,-1.6018,0.7568,-1.3598,0.463,-1.4054,-0.8302],[0.5254,-0.9245,4.8032,14.0196,-0.1081,-1.2725,0.606,-0.9777,0.1286,-0.8977,-0.7857],[-1.1167,-3.5064,5.0901,15.382,-0.1943,-1.7501,0.7183,-1.5907,0.2294,-2.1222,-0.4665],[0.8799,-1.1061,5.4195,15.182,-0.3367,-0.6663,-0.1494,-1.7916,0.6783,-2.0134,-0.4599],[-0.5953,-0.8464,6.4075,17.0596,-0.2978,-0.3675,-0.835,-2.0313,0.5307,-2.2801,-0.4809],[0.1868,-0.1893,4.6025,14.0025,0.458,-0.2576,0.5409,-1.7384,0.6084,-1.6287,0.1154],[-0.611,-2.0031,5.8623,17.6505,-1.3621,0.9162,0.2344,-2.301,0.3848,-2.0554,-0.1326],[3.3413,-2.6204,4.569,15.9237,-1.7733,0.0338,0.9256,-2.1572,0.4055,-1.9347,-0.3895],[2.746,-0.4833,5.4237,15.2023,-2.1984,-0.8722,2.5012,-1.8051,0.1001,-2.2945,-0.274],[3.2089,-2.6396,4.0638,11.9168,-0.4588,0.5161,1.7116,-2.1666,0.3473,-2.0191,-0.3463],[1.0638,-4.0847,7.8097,18.6738,-3.1274,-0.7642,-1.7004,-2.1397,0.5037,-1.8731,-0.5017],[1.8155,-3.0782,3.8984,13.3609,-1.2186,0.0253,0.0874,-1.7604,0.362,-1.8978,0.1029],[0.3323,-3.1549,5.6131,16.3546,-1.5375,-0.7476,0.3541,-1.3041,0.0635,-1.3106,-0.4953],[1.3766,-2.4595,3.5121,14.4287,-0.1912,-0.5372,-0.6132,-1.7716,0.0826,-2.1052,-0.302],[0.8834,-2.0264,4.3879,15.1038,-0.3071,0.4694,2.5973,-1.8154,0.2995,-2.2326,-0.2198],[-0.7672,-2.446,3.5507,13.7382,0.0985,-0.083,0.4039,-1.6007,0.15,-1.8852,-0.4704],[0.7747,-2.0369,4.035,14.2543,-0.9139,-1.5704,-0.613,-1.9424,0.2751,-2.1038,0.0784],[0.9035,-1.5038,4.9136,15.5866,-1.5992,-0.6085,1.1336,-1.9565,0.1144,-2.5429,-0.1939],[4.6776,-1.8998,3.5482,12.873,-2.0421,0.4515,1.8947,-2.0136,0.4693,-1.7127,-0.0465],[3.5263,-2.3917,6.9504,17.2648,-1.9388,-0.7485,-0.6594,-2.2566,0.642,-1.8632,-0.6495],[2.3573,-0.4458,5.7618,13.0995,-0.8055,-0.0408,1.4315,-1.6902,0.413,-1.875,-0.6816],[1.621,-0.5811,6.6744,14.7271,-0.0028,-0.788,1.525,-2.0597,0.2542,-1.9565,-0.6777],[2.8038,-1.2569,4.582,12.9001,-0.431,-0.3507,1.7227,-2.0243,0.3253,-2.1891,-0.4833],[3.7398,-2.9206,5.4888,17.2462,-2.233,-0.8807,-1.0357,-2.336,0.3004,-1.8186,-0.4207],[1.8636,0.0568,5.1446,15.438,-0.6491,-0.7325,2.4357,-1.7988,0.0354,-1.7966,-0.3967],[3.9274,-0.7269,3.6609,10.8542,0.4987,0.1139,1.6298,-2.2127,0.3754,-1.8283,-0.7448],[2.8706,-2.1657,6.075,18.0589,-1.7022,-0.8549,-0.1868,-2.2737,0.9155,-2.0422,-0.4304],[2.9979,-0.0574,5.1581,13.9155,-1.0947,0.3051,3.5162,-1.7848,0.4606,-1.801,-0.5509],[2.0496,-0.491,3.5947,11.7662,-0.0671,0.5257,1.3491,-1.9625,0.7702,-1.7552,-0.7254],[2.3801,-0.2799,5.9405,14.8846,-0.0543,-1.3939,0.3233,-1.9443,0.8805,-1.9991,-0.0193],[0.7129,-1.836,4.6933,14.4554,0.3538,-1.0703,-0.1101,-1.3074,0.4687,-1.2319,0.1],[1.0805,-2.4191,5.0305,15.9584,-1.191,-1.1684,-0.8547,-2.641,0.3562,-2.6985,-0.2087],[3.2776,-1.7944,3.8436,14.2719,-1.2171,1.2385,-0.0531,-2.1802,-0.022,-2.227,-0.1231],[3.1158,0.149,3.7269,15.1384,-2.6896,0.5647,-0.0131,-2.1365,-0.2482,-1.7764,-0.0793],[3.7461,-1.5006,4.2341,12.9948,-1.759,0.164,0.0686,-2.2646,-0.2185,-1.7455,-0.1984],[4.706,-0.5041,4.3439,13.4957,-1.5282,1.3473,0.7121,-1.6558,0.3889,-1.623,-0.2403],[5.0757,0.4336,4.3164,13.7555,-0.5237,0.0805,-0.9272,-2.1682,0.7185,-1.4921,-0.406],[-0.5298,-1.4003,8.5008,18.2979,0.3785,-0.5613,-0.0532,-2.3796,0.1037,-1.1667,0.3063],[1.1018,-1.0656,4.5414,14.6681,0.0068,-0.44,-0.8357,-2.3123,-0.0132,-2.4719,-0.1051],[1.5747,-1.6067,4.7665,15.1986,-1.7678,-1.1811,2.7428,-1.7527,0.304,-1.5598,-0.042],[3.276,-2.0934,5.4427,8.2955,-2.3529,0.0401,1.3553,-1.7036,0.4687,-1.3746,-0.1332],[1.3504,-0.4973,5.3406,15.0629,-2.2579,-0.5677,2.3034,-1.6947,-0.3058,-2.4053,0.299],[1.955,-1.0782,7.6762,21.8929,-4.1176,-1.335,-1.5608,-2.0363,0.3858,-1.9864,0.1337],[0.9883,0.4847,6.2465,18.7698,-3.5934,-0.7538,-0.4069,-1.4092,0.1792,-1.6193,0.4399],[1.7031,-0.823,2.9951,12.1995,-2.8183,-2.1458,-0.6065,-2.2203,0.8785,-1.3187,-0.4389],[0.7049,-2.1589,4.8982,13.3495,-2.3709,-1.2546,0.3024,-1.7244,0.1816,-2.0429,-0.2821],[-0.0394,-1.5708,5.7327,16.3116,-1.528,-2.7278,0.1308,-2.1801,0.6227,-1.6997,-0.1644],[-0.0812,0.0015,6.0524,15.3752,-2.0315,-1.5047,1.4755,-1.8296,0.5189,-1.2492,-0.3154],[-1.3707,-2.0987,6.2949,16.4365,-1.9194,-0.6308,1.3756,-1.5765,-0.0524,-2.3695,-0.1095],[-0.2101,-2.2403,6.3705,15.1846,-2.1324,-0.0687,-0.5085,-1.3495,0.3208,-1.8016,-0.6523],[-1.128,-2.1679,6.1316,16.0829,-1.9406,-1.0733,-0.6403,-1.3038,-0.0042,-1.4269,-0.2092],[-0.9696,-2.2513,5.1745,17.3418,-2.3425,0.382,1.4585,-1.694,-0.2593,-2.5776,-0.5969],[-0.4278,-1.7996,8.7778,18.2321,-2.5608,-1.2161,-0.2481,-1.4252,0.3032,-1.2885,-0.4953],[1.1885,-1.7649,11.3322,12.7038,-1.7138,-1.2541,-1.0494,-1.1084,0.3697,-0.7351,-0.5415],[-0.9999,-2.3728,7.5837,16.1792,-0.2685,-0.711,-0.1776,-0.6652,0.3013,-1.4474,-0.3231],[-0.9502,-2.4972,6.1654,18.2815,-2.4197,0.3524,1.5975,-1.4838,0.151,-2.3805,-0.2532],[1.8651,-3.3852,3.1578,13.5096,-2.7016,-0.835,1.7708,-2.0401,0.4004,-1.5161,-0.3917],[-0.4358,-0.8184,7.3799,18.8848,-2.7754,-1.749,0.3157,-1.3297,0.2291,-1.781,-0.5435],[-0.1308,-0.8741,5.2428,15.7302,-2.2257,0.9355,1.7948,-1.445,0.2151,-2.2311,-0.1664],[0.0991,-1.6162,4.4649,13.4856,-1.7094,1.9461,1.5479,-1.2148,0.1764,-1.94,-0.6172],[-0.5691,-2.5683,6.2362,14.746,-2.6885,1.4497,1.9339,-1.0387,0.5183,-1.9163,-0.4012],[0.0751,-3.3475,10.6159,12.2223,-1.7044,0.6769,1.147,-0.2823,0.1646,-1.2416,-0.3048],[-1.4238,-1.7845,7.0205,13.7685,-2.1457,-1.4168,-0.4556,-0.8264,-0.118,-1.5623,-0.6948],[-1.2573,-1.2875,6.7495,14.758,-0.3541,-0.8966,1.2991,-1.1654,-0.0812,-1.26,-0.5956],[-1.0393,-2.4409,5.9459,15.7253,-1.6678,0.5766,-0.2141,-1.4458,-0.0441,-2.0186,-0.5372],[0.4383,-2.881,7.5938,18.3502,-2.4836,0.204,0.6023,-1.742,-0.0063,-3.0636,-0.2707],[-0.9379,-2.712,7.7142,15.2167,-3.2408,-0.002,-1.2561,-1.6099,0.1732,-2.5934,-0.661],[0.4712,-1.6118,6.6546,16.3808,-2.6662,0.2519,-0.2702,-1.793,0.5177,-2.3148,-0.4764],[-0.3998,-1.8118,6.0675,15.0796,-2.5154,-0.7534,1.3104,-0.8979,0.3215,-1.702,-0.6118],[-0.2506,-1.776,5.4881,13.3837,-1.1337,-0.1943,0.9525,-1.1325,0.5295,-1.1154,-0.3173]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"Time zones are created to help people in different parts of the world keep in sync with each other.\n\nThe primary reason is **communication and coordination**. When people live far apart, they cannot easily share the same time. For example, if you are in New York and you want to send a text to someone in London, you must tell them the time they are in London. If you don't, they might think you are in New York, which could lead to misunderstandings.\n\nTo solve this, countries divide their day into shorter periods called **time zones**. Each zone is roughly 15 minutes ahead or behind the central time","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":1409,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"NO!NO!NO!NO!\n\nNO!NO!NO!NO!\n\nNO!NO!NO!NO!\n\nNO!NO!NO!NO!\n\nNO!NO!NO!NO!\n\n**NENEE!**\n\nNO!NO!NO!NO!\n\n**NO!NO!NO!NO!**\n\n**INEE!**\n\n**I NEE!**\n\n**I NEE!**\n\n**I NEE!**\n\n**I NEE!**\n\n**I NEE!**\n\n**I NEE!**\n\n**I NEE!**\n\n**I NEE!**\n\n**I NEE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"Time zones are created to help people in different parts of the world keep in sync with each other.\n\nThe primary reason is to ensure that everyone in the same time zone has the same time. If everyone in a region used different time zones, it would be difficult to communicate, travel, and plan daily activities like work, school, and rest.\n\nTo achieve this, countries divide their time into smaller units called **time zones**. Each time zone is roughly 15 minutes ahead of or behind the time zone to its east or west. For example, the United States is in the Eastern Time Zone, which is 5 hours ahead","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":1409,"identical_to_original":false}}},{"id":"prose-14","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Describe how to plant a tree.","tools":[],"prompt_tokens":30,"decision":{"rms":0.39638820119647655,"sumsq":160.89354859292507,"hb":[-0.06258,0.00062,-0.83186,0.18047,-0.36433,0.36716,-0.13512],"lse":22.60140988729933,"logits":[14.101,14.775,12.571,16.263,12.462,12.294,11.232,11.095,8.399,10.952,9.873,8.848,13.422,11.337,11.311,13.278,12.984,12.291,13.263,13.412,15.08,12.119,12.332,11.26,9.516,16.177,13.204,13.657,8.931,10.216,12.377,10.222,9.322,6.324,4.205,5.53,8.3,6.331,3.468,3.992,8.558,3.935,6.109,9.487,4.172,4.762,5.31,7.465,4.613,16.469,0.993,3.367,0.398,-0.698,1.118,4.255,12.63,7.578,11.039,2.95,2.565,13.599,1.826,4.105,5.089,2.3,2.439,14.081,-2.233,15.982,5.516,3.213,12.19,-2.382,12.236,-1.104,8.713,6.382,4.794,8.538,11.935,2.67,6.952,10.691,9.721,6.282,1.25,3.849,9.753,3.418,0.026,10.76,20.004,3.98,4.711,16.063,10.978,-2.748,-1.129,1.44,10.005,12.899,-3.655,4.379,1.739,12.538,11.592,3.239,4.913,12.179,5.536,4.599,10.618,1.264,11.427,11.493,13.612,6.878,12.223,6.334,11.879,20.81,12.893,11.675,14.759,2.318,-0.622,12.439,5.095,12.379,-0.885,7.734,-1.077,6.144,8.004,2.485,3.117,13.077,-5.019,14.357,5.759,14.731,10.812,7.382,-0.551,6.807,13.672,-1.384,11.798,1.636,-5.579,9.992,1.271,10.884,9.043,4.089,5.182,1.434,12.909,14.574,10.789,-0.758,12.64,1.945,16.19,-3.138,3.023,1.618,-4.557,2.855,11.399,11.009,17.048,13.618,2.528,2.241,5.199,9.424,12.461,3.65,8.537,3.75,2.224,-3.39,6.701,10.384,4.027,10.112,-1.689,15.356,13.805,-0.238,14.45,3.299,1.677,6.337,14.318,11.921,7.441,0.679,14.174,5.446,11.024,2.333,11.29,10.972,5.299,1.489,3.119,13.675,5.342,11.051,13.943,-2.115,5.694,1.098,-3.883,-5.045,-3.681,6.119,4.78,4.952,7.299,-0.732,4.323,9.82,4.762,2.93,-0.458,7.507,5.287,-5.931,-0.385,8.712,11.222,11.659,0.322,11.701,11.886,9.593,5.141,-1.773,3.144,3.779,-3.936,4.262,-0.478,-5.16,5.093,9.01,-1.092,6.647,11.298,12.791,6.377,-5.158,6.872,7.087,7.885,15.412,6.062,6.537,0.705,-4.028,-1.982,3.704,-0.758,14.3,4.974,18.535,-1.272,-2.555,-4.646,-0.091,-3.522,8.972,8.183,-0.751,11.416,-3.246,3.79,9.235,1.7,2.888,9.519,6.83,-2.916,0.499,11.516,8.698,-3.559,10.323,10.798,2.648,4.568,5.585,6.655,8.212,13.273,11.221,13.701,5.561,-1.685,12.006,8.786,8.945,-0.115,5.872,-6.951,9.053,10.286,0.847,13.5,3.485,-5.102,-5.696,11.408,3.725,-4.199,-0.733,-0.595,9.18,3.984,9.163,0.545,6.468,-4.145,-3.737,7.325,12.334,14.142,0.633,3.331,10.091,8.418,3.533,11.963,-2.945,1.245,8.171,-4.62,1.652,4.707,7.181,-0.518,3.956,9.502,0.649,2.155,-3.391,4.098,-0.274,-5.292,-3.23,-0.707,13.483,6.27,15.499,8.393,9.573,-2.496,7.211,-2.563,-0.692,5.376,4.959,6.625,-1.729,-1.5,0.167,15.165,4.61,-1.521,6.339,13.573,-2.435,9.811,10.882,8.004,10.606,1.134,-4.115,12.849,0.251,8.879,7.9,-0.498,-4.744,-1.202,8.089,10.469,7.936,4.5,12.379,-2.28,10.958,11.444,3.574,-1.818,-2.107,-0.644,-3.107,6.687,9.251,10.075,-1.661,6.159,7.796,0.283,-1.49,10.663,8.193,-0.556,-3.777,9.867,11.206,-4.0,7.946,10.06,15.719,6.055,9.088,-1.353,15.244,-1.069,10.628,1.171,-4.14,11.738,-6.551,12.641,10.558,-1.566,2.733,-7.124,2.83,5.106,1.984,8.576,8.242,8.281,4.031,5.894,5.809,-2.126,0.285,7.92,2.018,14.912,-0.78,12.51,-6.293,15.423,-4.069,-1.984,-1.644,11.609,5.307,7.04,-2.694,0.28,9.602,3.73,7.764,5.317,3.237,-1.43,0.308,12.338,6.522,6.034,14.717,8.443,-3.523,-3.461,-1.587,0.25,9.567,9.716,-5.272,4.762,4.637,11.624,2.498,12.721,11.943,-4.231,3.113,12.699,10.652,9.4,-1.842,7.962,-2.056,6.58,9.147,10.826,-3.357,8.846,-4.328,10.296,1.825,9.317,11.363,-2.234,5.656,-1.221,9.052,10.155,13.653,-1.502,7.162,-2.847,-1.766,9.159,0.18,3.313,11.499,-1.098,8.795,10.248,0.951,-0.824,0.634,3.211,6.325,-2.935,-5.462,10.472,5.197,2.38,6.616,-0.648,-0.553,-3.108,0.65,1.093,-2.029,8.903,2.452,10.901,-6.444,-4.791,6.313,3.085,1.999,13.472,8.184,5.661,-0.434,0.516,7.114,-1.943,0.653,2.356,12.098,-3.138,13.804,-4.006,9.382,8.513,-1.508,-3.168,0.631,11.924,7.681,1.999,1.906,12.258,0.96,-0.525,2.11,-1.743,11.992,1.366,1.5,-5.133,10.899,0.731,-3.834,0.8,8.934,1.72,-2.027,6.753,-4.154,3.612,-5.124,2.854,-1.049,4.741,3.941,-5.267,1.004,-0.564,-5.771,-3.571,-2.372,-1.044,8.588,-2.587,10.819,9.998,6.511,10.357,12.15,3.857,-0.712,0.489,-3.022,9.154,3.192,4.994,12.709,-4.647,1.155,-3.205,4.345,7.497,12.773,13.501,-0.028,1.686,-1.401,9.812,12.526,5.177,7.039,-1.036,-1.275,6.427,1.951,-3.061,7.297,22.165,6.325,8.897,-4.214,-4.388,0.876,9.139,-2.923,9.145,7.353,4.3,10.111,8.427,-2.092,-0.328,3.182,-3.266,-1.413,11.933,11.995,-2.906,-4.746,6.691,7.326,-4.65,2.915,11.35,11.189,5.054,10.603,-1.125,1.146,9.189,-4.071,7.217,11.991,-9.511,-4.676,0.645,10.598,-4.473,10.096,10.709,-1.246,0.841,-6.51,-1.318,1.471,2.532,10.765,0.648,-2.812,-6.355,10.085,4.095,10.429,1.925,8.051,13.68,9.116,1.515,7.512,-0.636,-0.148,8.083,-3.025,10.603,-1.539,-1.765,-2.813,7.847,-2.403,8.478,-4.014,-3.824,5.654,9.227,-1.91,11.328,11.023,-0.897,1.307,2.434,-0.568,-6.257,0.842,-4.632,0.524,-3.519,-2.115,-1.491,9.01,-5.496,11.894,9.346,5.372,9.925,-4.264,-0.353,1.46,-1.761,7.677,19.323,-0.192,1.764,0.869,-3.824,1.158,18.129,-5.059,10.931,-5.027,-2.352,1.498,7.552,-0.267,-4.283,11.371,-4.745,-0.321,4.996,-3.13,-6.068,-1.455,-1.904,1.199,-4.465,-3.812,-2.519,10.535,3.514,-1.803,-6.896,0.846,-2.924,-2.541,1.57,-7.396,1.568,6.683,-3.013,-2.559,9.053,7.109,-4.158,15.419,13.35,-4.161,0.745,9.852,3.539,-3.369,14.999,-3.245,6.347,-1.846,7.389,-7.502,-4.305,5.384,3.1,-0.668,-1.643,1.812,0.258,4.195,-0.773,2.576,-1.357,0.874,-2.287,3.022,0.245,-4.883,-3.442,-6.521,1.124,-4.575,-3.911,1.377,-0.055,-1.672,0.177,-0.079,0.585,-1.773,-4.345,2.588,1.361,0.209,1.492,-1.479,-3.755,1.385,-0.768,-5.479,-0.939,-1.176,-1.853,3.75,-0.505,-2.883,-1.722,-2.184,1.694,4.626,0.996,-1.88,-0.197,-2.662,-2.012,1.158,-1.038,-1.22,-2.099,0.736,-0.232,-1.921,1.569,-4.86,-2.156,-3.231,-0.575,-0.843,-1.205,-5.078,-3.683,-3.272,2.945,-0.789,-0.312,0.267,1.153,-1.143,-4.859,-2.342,-0.617,-3.485,-1.603,-3.02,-0.141,-0.29,-5.168,-2.192,1.181,-2.742,0.114,-4.83,-4.044,-3.168,-2.295,-1.59,-0.84,-0.978,-2.199,-5.147,0.499,0.355,-1.803,0.216,2.157,3.903,-3.006,-0.515,-2.739,0.341,-4.91,-0.175,-4.562,2.978,-6.053,0.611,-1.778,2.847,-1.176,0.633,-1.55,-0.538,1.147,-4.856,0.884,-4.36,0.055,-4.909,-0.359,-0.84,-5.129,-5.208,-2.207,1.301,-3.131,2.141,-3.32,-0.128,0.002,1.161,-1.076,-0.342,-1.612,-5.441,-0.629,-3.963,1.858,-4.036,-2.692,1.691,-0.246,-4.507,-4.05,2.149,-0.09,-1.627,-0.334,-3.267,-4.192,-1.597,0.078,-5.07,-3.792,-3.173,-4.58,-4.826,-5.117,-1.383,-5.389,-6.406,2.843,-1.058,-0.721,-2.152,-2.682,-7.961,-1.419,-8.628,-1.817,-3.533,-0.912,-4.33,-4.402,-6.343,-1.105,0.955,-3.597,0.822,0.314,-5.335,-3.132,-3.809,-3.113,-1.423,-3.332,-3.32,-0.156,-4.452,2.071,-3.106,-3.87,-5.181,1.329,1.26,-4.591,0.332,-5.42,5.695,-2.695,1.841,-3.908,-1.596,-2.271,-3.846,-3.315,-4.985,-4.737,-1.269,-6.687,-3.079,-2.145,-0.235,-1.889,-4.594,2.782,0.321,-2.192,-4.588,-5.954,-1.945,-0.993,0.706,-1.022,-1.218,-1.205,-1.39,-3.293,5.085,10.919,3.311,4.694,2.296,16.376,9.305],"base_top":[[52811,22.165],[2052,20.81],[1206,20.004],[80116,19.323],[8160,18.535],[81106,18.129],[3733,17.048],[332,16.469],[248068,16.376],[16,16.263]]},"positions":{"tokens":[52811,286,264,4757,369,264,39639,1817,421,628,4300,2107,12761,321,19150,310,678,2046,466,13159,13,5514,369,264,2923,13909,28253,8214,310,1438,488,615,3727,25,271,13962,220,16,13,21513,279,9785,3984,198,9,256,2972,24352,332,369,279,1786,854,310,5819,12052,13,561,16665,369,7948,11,279,8831,369,22316,11,321,279,12052,513,7578,3619,13,198,9,256,2972,48098,332,369,1048,8800,11,5142,364,67043,8920,12052,11,430,279,10583,4255,321,279,16665,369,6792,321,19882,13,198,9,256,2972,50366,332,45445,303,3200,7094,466,3988,40297,11,430,279,16665,1189,381,2166,13988,466,279,12052,1189,381],"text":["Plant","ing"," a"," tree"," is"," a"," rewarding"," process"," that"," can"," bring"," both"," beauty"," and"," stability"," to"," your"," home"," or"," garden","."," Here"," is"," a"," step","-by","-step"," guide"," to"," help"," you"," get"," started",":","\n\n","###"," ","1","."," Choose"," the"," Right"," Time","\n","*","  "," **","Spring","**"," is"," the"," best"," time"," to"," plant"," trees","."," The"," soil"," is"," warm",","," the"," weather"," is"," mild",","," and"," the"," trees"," are"," growing"," strong",".","\n","*","  "," **","Fall","**"," is"," also"," excellent",","," especially"," for"," decid","uous"," trees",","," as"," the"," leaves"," fall"," and"," the"," soil"," is"," cool"," and"," moist",".","\n","*","  "," **","Avoid","**"," planting"," in"," late"," summer"," or"," early"," autumn",","," as"," the"," soil"," may"," be"," too"," wet"," or"," the"," trees"," may"," be"],"proj":[[3.9835,-2.0855,7.7402,6.8042,-2.4579,0.6984,1.2428,-0.6914,-0.2679,-0.9067,0.5557],[0.8696,-2.0667,9.6374,18.6864,-2.571,0.3926,0.1731,-1.2437,-0.1269,-1.8591,0.3067],[0.1065,-1.6845,9.6727,20.4175,-2.2108,-0.1901,-1.1403,-1.5283,-0.092,-2.0106,-0.0714],[-0.9908,-0.5702,9.3716,18.5779,-2.5914,-0.4442,-0.9052,-1.0584,-0.0667,-1.3882,0.132],[0.3488,-0.4098,6.1571,16.8589,-1.5567,-1.1182,0.6653,-1.5296,-0.4011,-2.1593,0.6807],[0.0367,-0.6698,5.3885,15.8437,-0.0434,-0.3015,1.5099,-1.1454,-0.2393,-1.6948,0.4444],[-1.0166,-0.8328,5.4949,13.9023,-0.5342,-0.9203,1.8554,-0.9939,-0.2279,-0.978,0.8003],[-1.9645,-0.8583,7.6073,16.7505,-0.6266,-0.8746,0.8235,-1.0916,-0.3455,-1.3189,0.8294],[-0.4521,-1.8358,5.9355,17.2948,-0.5208,-0.9056,-0.9339,-1.688,-0.5436,-2.0256,0.808],[-0.6705,1.1684,4.42,13.2319,-0.2129,-0.1529,0.2506,-1.2926,-0.8064,-1.9719,0.9838],[-0.3741,-0.3668,5.4435,13.1055,-0.9504,-0.3372,0.8869,-1.6632,-0.989,-1.989,0.4696],[-0.1712,0.1187,6.0854,13.3861,-0.0232,-1.1729,-0.4517,-1.3446,0.1822,-1.2672,-0.0372],[0.4202,0.019,6.7226,15.7676,-0.1096,-0.3244,-0.227,-1.4901,0.1559,-1.245,0.0668],[-2.4189,-0.6988,8.4906,18.4095,-0.7248,0.4794,0.7883,-1.3717,-0.189,-1.8673,0.0979],[-1.4519,0.1904,6.7727,15.3992,-0.7184,0.2837,0.3706,-1.5833,0.0822,-1.3367,0.3861],[-2.0636,-1.2244,7.7775,18.42,-0.6187,-0.3682,1.3883,-1.4553,-0.4806,-1.948,-0.0279],[0.9122,-0.5788,6.9184,17.8509,-1.5292,-1.1979,-2.0498,-1.8832,0.0894,-1.8343,0.0354],[0.3812,0.0055,6.639,16.1981,-0.9834,-0.9535,-0.5164,-1.7218,-0.1316,-1.5699,0.2442],[-0.7359,-0.7099,6.5461,16.7295,-0.5873,-2.5057,-0.3599,-1.9403,-0.1625,-2.5101,0.3347],[0.8539,0.3121,6.2922,15.3367,-1.384,-0.6418,-1.6421,-1.7239,0.1643,-1.8156,-0.0563],[-0.8111,-1.3904,6.6369,17.5883,-1.988,-2.1008,0.7943,-2.0543,-0.3679,-2.2308,0.2874],[3.8872,-3.3093,4.5656,13.7214,-1.9839,-0.0398,0.0373,-1.7287,-0.4465,-1.5609,0.7769],[-1.0993,-0.8341,5.1396,15.8584,-1.3301,-1.2517,2.1184,-1.0891,-0.1005,-1.7093,0.299],[0.6426,-1.4148,7.4429,18.2007,-1.948,-0.1379,0.1872,-1.5739,-0.4248,-2.1543,0.4494],[-0.9274,-1.8984,7.5055,16.5116,-1.0196,-0.7974,-0.0731,-1.1898,-0.6879,-1.2321,0.6185],[-1.7558,-0.9305,9.2765,15.9357,-1.9569,-1.7815,2.4848,-0.7248,-0.5049,-1.3043,0.9926],[-2.088,-1.661,9.9783,18.3784,-2.2994,-0.8445,-0.1485,-1.1104,-0.6419,-1.0493,0.7793],[-0.9752,-1.0795,8.7337,17.6604,-1.5648,-1.4011,0.9335,-1.3839,-0.7077,-1.1049,0.7815],[-1.7959,-2.7084,5.3532,15.193,-2.1259,0.1169,1.3628,-1.9468,-0.4505,-1.8354,0.9788],[-0.1422,-0.745,5.0053,13.7819,-1.3767,0.1797,0.9723,-1.7273,-0.2555,-1.8956,1.2143],[0.7942,-1.7177,6.169,14.9167,-2.2611,-1.9102,0.1621,-1.707,-0.4475,-1.9566,0.2187],[0.0501,0.0231,5.2361,11.4221,-1.2854,-0.3951,1.0282,-1.6674,-0.3954,-2.0135,1.0874],[-1.8965,-1.437,5.9559,13.9192,-2.1882,-1.0052,-2.0675,-1.1534,-0.0825,-1.8819,0.6117],[-2.0218,-1.2098,6.1028,16.684,-1.3677,-1.996,-0.2704,-2.3579,-0.0135,-2.1651,0.9055],[0.1228,-1.7204,6.5308,17.1921,-2.7352,-1.4105,-0.5414,-1.314,-0.0997,-1.9577,0.2726],[1.0657,-3.3749,10.3762,14.9086,-4.5974,0.0485,-0.4012,-0.74,0.0191,-1.2684,0.3233],[-0.3448,-1.682,6.7632,16.5448,-1.9357,-0.1674,-0.2788,-0.8573,-0.0461,-1.412,0.2783],[-0.6978,-2.0552,10.9541,17.4326,-2.9278,0.0998,-0.0086,-0.5413,0.1817,-0.9896,0.1852],[-0.1348,-1.2667,4.5187,11.4812,0.4383,-0.3136,-1.1762,-1.1811,0.0065,-1.633,0.1236],[2.0087,-1.5376,3.3224,9.7635,0.709,1.2579,-0.12,-1.2928,-0.2462,-1.6052,0.4137],[0.286,-0.3795,5.252,14.1766,-1.6699,0.6612,-0.501,-1.3972,0.0639,-2.3515,0.2037],[0.4749,-0.4432,4.2144,11.9542,-1.4822,-0.1239,0.5391,-1.0549,-0.1062,-1.7802,0.2439],[0.6052,-0.06,4.351,12.1888,-2.1133,-0.4703,-1.036,-1.3551,-0.0545,-1.7171,0.3966],[-1.5604,-0.5272,7.0775,16.9027,-0.7416,1.6318,1.4906,-1.2674,-0.24,-2.1969,0.4222],[2.9837,-2.0303,6.7375,8.4711,-0.7565,0.5471,1.2274,-1.1378,-0.5523,-1.6963,0.0452],[1.9711,-1.476,7.1325,14.1298,-1.8207,0.8258,2.2714,-0.9347,-0.3094,-1.9964,-0.3085],[2.2882,-0.8926,4.5681,11.5626,0.1203,2.2433,3.2274,-1.1157,-0.3274,-1.5086,0.2025],[2.6528,0.0293,5.2639,8.2421,-0.3427,1.6286,1.0185,-0.8476,-0.0825,-1.2321,0.0622],[-0.6173,-1.8298,5.6387,15.002,-0.4707,-0.2897,3.7757,-1.5767,-0.6918,-1.5253,0.4962],[-0.8817,-1.9877,6.1534,17.6156,-1.7203,0.3717,2.6238,-1.3318,-0.6342,-1.9168,0.1627],[-0.133,-0.4011,4.7226,16.3673,0.1576,0.8493,1.867,-1.38,-0.2349,-2.2238,0.0251],[-0.9587,-0.4546,5.6228,15.1415,-0.5995,0.6467,2.6299,-1.0723,-0.0901,-1.6882,0.1722],[-0.6158,-0.6409,6.7735,16.8964,-1.1509,-0.4453,0.0016,-1.2328,-0.0892,-1.7661,0.3214],[-0.7665,-1.1769,5.2678,16.2648,-0.6538,0.274,1.8124,-1.6184,-0.616,-2.427,0.1866],[1.0657,-0.2496,6.2766,14.4676,-1.4098,0.7785,1.3533,-1.5231,-0.3492,-2.1373,0.5362],[0.3742,0.2639,4.3927,12.1183,-1.7214,-0.4792,-2.1987,-1.0325,0.1084,-1.5346,-0.2135],[0.3083,-0.0602,4.7082,14.7344,-0.3095,-0.3663,0.9938,-1.8492,-0.3068,-2.1678,0.0375],[1.6516,-3.1703,3.3493,10.9553,2.0847,1.6209,2.2174,-2.0406,-0.4233,-1.272,0.1119],[-0.3865,-1.6624,6.3324,14.8353,1.2015,1.6376,3.4909,-1.5258,-0.2419,-1.2689,-0.1871],[-0.7528,0.3952,5.7229,14.1933,-0.9484,1.0552,0.9934,-2.0372,-0.7156,-1.9599,0.0336],[-1.5146,0.3421,5.3318,13.0433,-0.5587,1.6408,1.4116,-2.0994,-0.604,-2.0095,-0.0439],[-1.681,-1.0318,6.5146,16.5497,0.3459,-0.0946,0.4482,-1.8794,-0.2891,-2.5769,-0.1487],[0.0298,-0.1104,4.304,11.9576,-0.7506,0.4136,1.6826,-2.0659,-0.4747,-1.8066,-0.1236],[-0.1228,-1.0145,7.0655,15.8836,-0.7601,0.3325,2.9611,-1.8268,-0.368,-1.2393,-0.1537],[-1.2601,-0.8983,5.6165,16.6024,-1.1831,0.5546,2.2661,-1.3101,-0.4829,-1.6753,-0.3372],[-1.7912,-0.8471,4.5011,13.5026,-0.0377,0.7747,1.8106,-1.6181,-0.2132,-1.8102,-0.2416],[-1.4162,-1.3389,7.6153,18.3881,0.0161,-0.5553,2.717,-1.8882,-0.2041,-2.1304,-0.1368],[0.1145,-0.7885,7.376,18.0058,-0.6536,0.0326,1.2237,-1.9279,-0.2668,-2.0403,-0.179],[1.8138,-1.0333,4.912,13.5271,-0.1904,-0.0564,1.2662,-2.1377,-0.2636,-1.4556,-0.4644],[0.1176,-1.0551,7.2341,16.0495,-0.6348,0.5318,2.3864,-1.5371,-0.3719,-1.3089,-0.22],[0.4419,0.3392,5.8319,13.5953,-0.9978,0.9757,2.4926,-1.4552,-0.4957,-1.9688,0.046],[-2.113,0.6698,4.9587,11.7854,-0.9868,1.5341,0.6672,-1.1577,-0.3554,-1.6065,-0.3019],[-1.3482,-1.2651,5.8723,14.5903,-1.3019,0.7023,1.1512,-1.7786,0.0392,-2.0581,0.4559],[-1.335,-0.6685,6.3394,15.6924,0.1581,-0.908,1.0191,-1.5567,-0.1627,-2.2104,0.1168],[2.1109,-2.1878,2.7908,10.9261,1.1756,1.789,2.3515,-1.8363,-0.4475,-1.2846,0.2188],[-0.545,-1.5903,9.2703,15.9862,-2.959,-0.1701,0.5738,-1.2486,0.1604,-1.2091,-0.0421],[1.6748,-1.2048,4.4315,12.693,-0.4709,1.29,1.859,-1.3698,-0.1812,-1.4762,-0.1814],[2.1046,-1.1533,3.0083,9.9455,0.7458,2.5147,1.6145,-1.1074,-0.3135,-1.2227,0.2325],[1.6885,0.5579,6.79,9.8251,0.1718,1.8222,0.5061,-1.1011,-0.1167,-0.9247,0.1824],[-1.889,-1.9566,6.6905,17.1665,-0.3649,0.5374,1.9035,-1.1088,-0.4621,-1.5122,0.21],[-0.9023,-0.6528,5.3657,16.1632,-1.1435,0.2731,1.6199,-1.0773,-0.6099,-1.8463,-0.0323],[-0.6553,0.2505,4.8794,14.9277,-0.0959,1.0136,1.217,-1.3024,-0.0731,-1.6439,-0.3756],[-0.0833,0.1766,4.9495,15.3124,0.2776,0.7698,1.406,-1.2176,-0.1033,-1.5391,-0.1755],[-1.6995,-1.4183,6.2802,17.52,-0.9483,-0.2164,-0.4876,-1.6869,-0.4516,-2.3925,0.0403],[-0.9643,-1.3844,5.5088,16.7811,-0.8621,0.9514,-1.1708,-1.7455,-0.5159,-2.0324,0.5074],[-0.5313,-1.3932,5.8529,15.4629,-0.5427,1.3505,-0.0749,-1.4953,-0.1303,-2.1401,0.036],[-0.4958,0.0047,4.4413,9.7223,-1.0719,1.9329,-1.1427,-0.8939,0.2243,-0.9881,-0.2078],[-0.789,-2.1869,7.4169,14.01,0.063,0.8782,0.972,-0.685,-0.0957,-0.9654,-0.1515],[-1.1174,-1.0301,8.7116,17.1695,-1.2332,-0.0444,0.3485,-0.771,-0.0193,-1.2517,-0.4753],[-0.5818,-0.7028,5.8013,14.7954,0.7571,0.8365,-0.8091,-1.5917,-0.3427,-2.179,-0.0807],[-0.2668,-1.3531,6.0521,17.7541,-1.3722,0.963,-0.4397,-1.5385,-0.3941,-2.3506,0.1741],[0.8316,-0.8565,5.5037,14.8055,0.3823,1.2343,0.8601,-1.788,-0.3034,-1.4673,-0.2778],[-0.5968,-1.0864,6.9883,16.0316,0.7314,1.4285,2.3691,-1.2835,-0.3229,-1.1061,-0.1218],[-0.2796,0.1362,5.5818,11.2319,-2.4532,1.377,0.1079,-1.6468,-0.9288,-1.8525,0.1603],[-1.002,0.2233,5.197,13.841,-0.9134,-0.7308,-1.1277,-1.6809,-0.6545,-2.4588,-0.2116],[1.7612,0.8043,5.1756,13.2603,-0.6262,0.1036,1.0295,-1.85,-0.5256,-2.2894,-0.0442],[-0.9059,-0.8729,7.1733,16.3046,0.261,0.8089,2.1395,-1.5117,-0.3255,-1.4883,-0.0936],[-0.5471,2.0819,4.4832,11.6673,-0.4509,1.8678,1.9345,-1.7802,-0.6205,-1.8268,0.13],[-1.8464,1.24,4.8277,12.6492,0.0527,2.5334,1.1088,-1.975,-0.6738,-2.1716,0.0273],[-1.7121,-1.0033,6.2958,15.8355,0.3175,1.3704,0.4159,-1.8686,-0.5695,-2.6473,0.0484],[-1.0294,0.9516,4.3579,11.2902,-1.1759,1.1824,1.5006,-1.8958,-0.6155,-2.0123,0.1258],[-1.7666,-1.2799,4.7638,15.4997,0.2881,0.8902,0.6069,-2.0197,-0.6741,-2.4999,-0.1077],[0.9129,-1.3424,3.0669,11.4161,0.4167,1.8649,1.3861,-1.546,-0.5566,-1.4117,0.2076],[1.9262,-1.8624,8.2338,14.9773,-2.5362,-0.6337,0.467,-1.1075,-0.1541,-1.1612,-0.0278],[2.9425,-0.9335,3.9052,12.6187,-0.9795,0.4654,0.7865,-1.2175,-0.4131,-1.6927,-0.2129],[3.5582,-0.6217,1.8093,8.3071,0.3484,1.9391,1.2107,-1.079,-0.5248,-1.3326,0.1951],[3.3483,1.2341,4.7945,7.6477,-0.041,1.3929,0.2076,-0.7907,-0.1534,-0.9792,0.2185],[0.6164,0.7374,3.8303,11.8196,-0.6884,2.4924,1.8876,-1.8145,0.1323,-1.7918,0.4027],[0.8821,0.4975,3.3579,10.8635,-0.9624,3.0275,1.8864,-1.591,0.2127,-1.7589,0.2447],[0.7401,0.6192,6.4295,14.6408,-1.6786,1.0032,-0.5752,-1.6998,0.2825,-1.9262,-0.0436],[0.7213,1.1038,4.1944,13.3872,-0.8559,1.1237,0.2747,-1.3069,0.608,-1.4222,0.0176],[-0.2124,0.8572,6.8594,15.0017,-0.8273,1.1166,-0.4283,-1.6842,0.292,-1.1245,-0.0023],[0.0951,-0.9642,7.1367,17.1743,-1.1316,-0.4983,0.5498,-1.8494,-0.2365,-2.3487,0.1786],[0.4864,1.1808,7.0864,15.4798,-0.6613,0.5928,0.8982,-1.5324,0.2106,-1.5685,-0.005],[-0.3795,0.8724,8.5765,17.6739,-0.7929,0.9935,1.4253,-1.1053,-0.054,-1.3338,-0.1303],[0.6539,-0.2444,6.3386,17.1518,-0.6284,0.3554,2.4789,-1.8491,-0.4555,-2.3408,0.2347],[0.2531,0.0032,6.2967,18.7797,-1.4739,1.0132,0.0148,-1.8124,-0.1378,-2.3058,0.3355],[2.0245,-0.1746,5.2031,14.473,0.0664,0.7242,0.5845,-2.0021,-0.2077,-1.438,-0.1887],[0.3013,-0.4564,7.1914,16.8282,0.5366,0.9969,1.9128,-1.3969,-0.2912,-1.3021,-0.0808],[-0.0523,1.2542,5.9595,15.3393,-1.2687,1.0563,0.7959,-2.0744,-0.5079,-2.0318,0.1301],[2.7942,1.6055,6.6337,13.362,-1.6416,1.0229,1.401,-1.9595,-0.4114,-2.1855,-0.0845],[-0.0116,1.9467,6.2419,13.9495,-1.129,1.7068,0.0454,-1.9037,-0.0627,-1.9919,-0.0643],[-0.5595,0.7864,6.5388,13.6507,-1.9737,1.1486,-0.3457,-1.585,0.0394,-1.5878,0.1717],[-0.5431,0.484,6.0091,15.4951,-1.536,0.2381,-1.0645,-2.1416,-0.2812,-2.9121,0.0073],[2.0104,1.6901,4.5565,13.271,-1.37,0.6153,0.7392,-2.1566,-0.1933,-1.6868,-0.0099],[0.3182,-0.4107,7.5654,17.0829,-0.1023,0.8286,1.9954,-1.5828,-0.1818,-1.3485,-0.0709],[0.4774,2.8307,5.3523,13.3248,-0.9342,1.3845,1.7923,-1.6742,-0.2157,-1.9191,-0.2101],[3.3966,3.2636,5.6005,11.1624,-1.96,1.8197,1.0432,-1.9095,-0.2229,-1.9234,-0.0584]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"Planting a tree is a rewarding process that can bring both beauty and stability to your home or garden. Here is a step-by-step guide to help you get started:\n\n### 1. Choose the Right Time\n*   **Spring** is the best time to plant trees. The soil is warm, the weather is mild, and the trees are growing strong.\n*   **Fall** is also excellent, especially for deciduous trees, as the leaves fall and the soil is cool and moist.\n*   **Avoid** planting in late summer or early autumn, as the soil may be too wet or the trees may be","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":52811,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"NOPE.NOPE. NOPE.\n\nNOPE. NOPE. NOPE.\n\nNOPE. NOPE. NOPE.\n\nINEARNOPE.","n_tokens":37,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":8725,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"Planting a tree is a rewarding process that can bring both beauty and stability to your home or garden. Here is a step-by-step guide to help you get started:\n\n### 1. Choose the Right Time\n*   **Spring** is the best time to plant trees. The soil is warm, the weather is mild, and the trees are growing strong.\n*   **Fall** is also excellent, especially for deciduous trees, as the leaves fall and the soil is cool and moist.\n*   **Avoid** planting in late summer or early autumn, as the soil may be too wet or the trees may be","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":52811,"identical_to_original":true}}},{"id":"prose-15","set":"prose_qa","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"What is the purpose of a firewall in computing?","tools":[],"prompt_tokens":33,"decision":{"rms":0.28929527748621,"sumsq":85.69933575764298,"hb":[0.00919,0.03885,-0.53801,0.03428,-0.26251,-0.01934,-0.14783],"lse":26.434319683403327,"logits":[12.758,13.408,10.635,15.674,11.122,10.007,9.509,8.046,7.155,7.217,9.579,8.5,25.791,12.015,11.313,11.233,11.08,15.976,10.7,12.838,14.009,10.974,11.412,11.558,9.764,10.991,12.383,10.738,10.727,10.035,11.242,11.319,8.994,15.487,2.947,9.194,4.823,7.29,4.165,3.06,7.69,2.892,4.473,8.64,4.554,6.432,0.853,6.536,3.171,20.002,1.128,1.48,3.904,2.159,3.62,2.614,0.735,6.351,14.249,12.329,4.316,22.324,3.652,0.365,0.466,3.037,1.897,12.098,-0.825,25.641,5.333,5.719,13.48,-0.371,13.137,-0.855,10.606,2.959,5.44,7.353,13.615,4.712,13.565,17.379,13.629,3.697,2.295,0.735,9.529,5.734,0.465,8.212,18.287,5.596,5.844,13.516,15.378,-3.379,1.342,1.935,10.739,10.667,-0.071,4.81,2.817,13.319,17.262,1.879,3.375,11.264,3.996,12.973,13.403,7.88,8.729,12.873,13.396,4.878,11.023,3.239,17.563,9.879,15.81,15.74,15.648,2.977,0.662,9.723,9.43,9.655,1.381,7.413,1.101,3.398,7.492,4.805,5.657,14.641,-0.246,9.197,10.161,16.157,11.423,5.706,-0.581,5.903,13.196,2.384,13.995,6.369,-1.068,9.674,1.886,10.324,9.958,4.068,5.058,3.771,11.964,10.326,10.378,1.696,9.789,-1.133,12.023,4.919,5.939,6.954,-4.761,4.224,15.529,16.487,16.377,14.112,4.286,0.544,4.956,10.625,14.126,8.697,9.637,2.499,8.466,1.412,9.369,10.911,7.704,8.268,1.197,11.044,14.004,0.759,15.932,3.028,1.384,2.704,10.777,13.43,8.542,0.202,9.632,5.442,10.176,-0.237,13.037,8.316,6.835,1.3,1.362,13.798,4.735,12.342,11.947,-2.697,9.014,2.22,-2.931,-2.964,-3.184,5.147,5.029,10.965,8.212,-1.168,3.182,10.662,3.601,-1.99,0.377,9.208,2.046,-4.765,-2.638,7.736,10.173,11.663,1.033,8.263,11.435,11.056,-0.156,-0.054,2.36,0.963,-0.087,9.407,-1.54,-3.193,7.881,9.914,-1.695,7.926,17.322,11.289,6.38,-2.903,6.196,6.979,12.035,17.146,5.529,8.733,0.203,-0.379,1.689,5.105,5.269,11.022,7.147,12.462,1.294,-0.304,-0.693,3.805,-0.611,11.629,11.183,-2.639,9.83,-1.317,5.526,8.084,4.388,5.73,9.672,8.302,-0.614,3.491,13.409,10.242,5.292,10.827,8.52,6.412,8.162,9.532,5.704,11.302,12.239,9.808,13.761,8.831,1.306,13.952,8.635,9.311,2.506,12.093,-1.646,13.626,12.38,1.653,15.477,8.733,-2.802,-4.616,11.578,2.273,-3.746,1.581,2.086,11.735,7.176,10.426,1.319,10.533,0.738,-3.032,12.16,9.901,14.547,5.275,3.226,11.416,6.776,1.661,15.752,-0.195,5.182,11.872,-1.132,2.798,6.602,3.64,0.48,5.092,9.072,2.141,5.106,-0.704,5.838,1.651,-2.644,0.237,-0.494,13.649,5.833,19.807,10.688,10.663,2.408,6.249,-3.233,-0.993,12.576,4.75,8.179,3.081,1.656,-1.789,10.137,6.095,2.866,7.849,14.236,1.74,10.109,12.979,12.778,12.104,2.02,1.846,12.467,-2.691,8.433,18.843,2.896,0.779,1.816,8.087,10.85,4.875,5.807,13.835,-3.116,10.982,6.748,6.865,-0.051,1.573,3.081,-2.995,8.43,9.618,11.862,0.056,9.761,10.031,-1.059,-2.969,12.006,7.097,1.238,2.016,11.478,13.861,-4.471,5.88,9.688,9.502,9.53,10.575,0.468,1.442,3.265,11.105,-1.596,-0.537,12.771,-2.965,11.633,8.356,0.274,5.262,0.636,3.994,9.117,2.55,9.588,11.009,12.987,2.826,6.671,3.718,1.085,1.919,9.204,3.941,10.853,-3.754,12.844,-6.275,11.076,-1.353,-1.454,-2.269,10.642,7.472,7.965,-2.131,2.084,15.242,4.243,10.431,2.631,3.366,-3.282,3.724,9.893,10.831,7.965,11.763,11.087,-0.2,-3.815,0.869,-0.671,13.602,9.859,-1.788,2.734,10.379,12.099,1.534,10.433,14.58,-2.61,4.775,16.073,8.947,7.297,1.374,8.504,4.036,7.402,4.569,13.392,0.057,11.162,0.823,8.501,0.466,11.053,5.428,-0.332,7.59,-0.845,9.609,10.983,13.717,5.497,8.972,1.271,0.149,11.145,2.597,3.55,14.084,0.326,12.135,10.095,-1.982,-1.433,1.098,4.913,9.612,-1.7,-5.205,7.004,8.108,-0.862,8.938,2.087,-2.963,0.885,6.986,0.833,-1.587,8.543,2.222,15.114,-4.149,-1.062,5.225,1.153,7.536,9.823,5.98,3.011,0.458,-0.893,11.171,0.31,0.037,4.017,10.816,-0.134,11.579,0.46,8.718,12.109,-1.708,-1.936,-1.522,13.499,14.079,1.528,1.65,9.753,-2.684,-1.604,3.521,-0.625,13.651,4.72,4.872,-3.91,8.643,-2.273,-0.323,-2.576,9.929,3.597,1.302,6.507,-2.681,9.868,-0.209,4.689,-0.04,6.226,4.999,-0.672,5.987,1.96,0.134,0.672,0.611,1.515,7.593,3.538,11.666,13.725,6.542,12.496,13.793,3.467,0.416,-3.008,0.145,11.242,5.787,6.787,13.256,1.761,1.512,-3.826,4.038,9.026,8.203,10.224,1.765,6.616,0.204,10.565,14.647,9.282,6.631,-0.917,2.531,1.5,1.269,-1.336,8.521,9.032,9.283,11.678,-4.57,2.285,3.283,18.011,1.455,9.294,8.51,7.692,12.3,8.206,-2.023,3.028,6.895,1.684,-0.245,9.953,14.176,-2.958,1.645,6.286,7.913,-3.076,5.328,11.539,5.746,4.866,11.829,-1.133,0.382,8.772,-1.975,8.594,8.475,-5.957,0.703,5.139,13.651,-2.209,14.828,15.391,-0.847,3.195,0.045,0.016,2.713,4.724,10.045,-0.177,1.307,-2.274,7.856,7.147,11.218,6.381,11.99,12.163,14.549,-0.615,8.715,-4.094,2.663,11.511,-2.521,7.06,-0.763,-1.985,0.298,7.986,2.058,15.935,-0.549,-2.303,9.329,11.162,-1.451,16.395,8.625,1.137,4.504,2.384,-1.388,-2.976,1.703,-2.063,1.094,-1.648,-2.193,-0.828,10.613,-3.329,10.743,6.696,-0.733,6.373,0.196,1.759,4.359,-4.524,12.591,9.373,-2.326,3.713,-0.59,-0.173,4.539,7.199,-1.36,9.577,-1.379,0.415,-1.246,10.708,-2.135,-1.431,8.418,-2.524,-0.721,6.418,-0.511,-2.433,-1.857,1.547,-0.284,0.365,-0.047,-2.794,12.516,2.442,0.453,1.631,-0.176,-0.878,0.407,2.142,-3.098,10.136,6.782,-0.948,0.43,11.193,7.781,-1.641,10.712,13.842,3.538,1.439,7.771,8.279,-1.637,8.398,-4.74,9.532,-0.518,5.767,-5.801,-5.562,-0.228,2.58,-0.391,-1.306,3.041,-1.184,-0.475,7.206,2.943,-1.574,0.721,0.726,1.89,1.086,-2.377,0.531,-1.025,1.01,-0.919,-0.401,-0.67,1.339,2.59,-3.77,-0.169,0.424,0.277,0.478,1.983,2.379,-0.544,2.458,0.128,-4.333,1.726,2.687,-0.477,-1.854,-1.67,2.307,8.264,0.868,-5.279,0.991,-1.442,-2.997,-0.733,0.235,6.218,4.854,2.499,1.083,2.724,-2.791,-1.331,-0.322,-0.115,-0.21,-2.59,0.832,-0.076,1.757,0.61,3.684,-3.483,1.558,1.268,-1.005,2.09,4.265,-3.572,-0.104,-0.949,2.229,-2.068,-2.694,0.528,-5.713,2.592,2.557,-2.113,-0.56,-1.386,-3.945,-0.485,-2.951,-0.379,2.822,-3.13,-1.785,0.931,-0.016,1.716,0.256,-4.22,-3.216,-0.286,1.801,1.836,-0.166,-0.602,-3.923,4.207,-5.035,3.17,-3.088,2.984,-0.112,-1.06,-3.446,4.124,-2.041,2.664,0.077,0.533,1.04,3.608,-1.908,0.647,-2.842,-1.037,0.352,-3.092,0.43,0.179,-2.683,-0.656,-0.866,-3.105,-0.028,0.538,1.275,2.773,0.382,-2.369,1.429,2.077,0.155,-1.546,2.242,-1.339,0.534,0.578,3.28,0.885,-3.17,2.686,1.025,-1.948,-0.636,3.936,0.083,-0.762,1.205,-2.223,1.786,3.281,3.282,-2.761,-2.382,0.013,-1.303,-1.523,0.977,0.665,-3.735,-2.595,0.266,2.782,1.875,-0.001,2.004,-3.087,-0.408,1.124,-1.596,0.008,1.756,0.903,1.166,-1.064,-0.111,1.151,-3.536,-2.177,4.155,1.223,-0.838,-1.391,-0.827,0.042,-0.683,-1.156,-0.057,-5.958,2.484,0.386,-3.644,-1.805,2.209,-2.346,1.323,-1.097,-2.73,10.354,-1.126,4.244,-1.541,0.834,-1.617,-2.036,0.43,-1.245,-0.757,-3.676,-2.781,-1.306,-1.178,-2.132,-1.5,1.184,3.4,0.351,-0.089,-1.985,-2.017,3.684,0.58,3.071,-3.721,-1.312,2.135,-1.237,-1.834,6.379,11.414,2.799,3.655,2.913,17.339,10.255],"base_top":[[32,25.791],[760,25.641],[623,22.324],[332,20.002],[13962,19.807],[16207,18.843],[1206,18.287],[56074,18.011],[2014,17.563],[1057,17.379]]},"positions":{"tokens":[32,48199,369,264,4610,3545,466,3061,421,35272,321,11241,18805,321,35481,3790,9163,3018,383,82944,4610,5426,13,11116,5839,7193,369,310,5827,264,3790,494,42994,2528,11,36908,5524,11,321,975,17208,13,271,45930,722,11,264,48199,579,709,5469,25,271,9,256,2972,5455,286,35755,92217,1049,5954,1132,3050,4346,314,795,310,1440,1472,11,21500,466,59017,12850,3018,383,60936,5426,318,20171,430,6577,13822,11,19708,11,466,30742,553,198,9,256,2972,4551,78998,58746,7321,92217,1049,13653,430,264,21419,2272,39030,11,39615,11,321,975,36908,18973,18816,310,3599,279,3790,466,28425,1141,5757,13,198,9,256,2972,8170],"text":["A"," firewall"," is"," a"," security"," device"," or"," software"," that"," monitors"," and"," controls"," incoming"," and"," outgoing"," network"," traffic"," based"," on"," predetermined"," security"," rules","."," Its"," primary"," purpose"," is"," to"," protect"," a"," network"," from"," unauthorized"," access",","," malicious"," activity",","," and"," other"," threats",".","\n\n","Specific","ally",","," a"," firewall","'s"," function"," includes",":","\n\n","*","  "," **","Filter","ing"," Traffic","**:"," It"," allows"," only"," specific"," types"," of"," data"," to"," pass"," through",","," blocking"," or"," permitting"," connections"," based"," on"," predefined"," rules"," (","such"," as"," IP"," addresses",","," ports",","," or"," protocols",").","\n","*","  "," **","Pre","venting"," Intr","usion","**:"," It"," acts"," as"," a"," barrier"," against"," hackers",","," viruses",","," and"," other"," malicious"," actors"," attempting"," to"," enter"," the"," network"," or"," compromise"," its"," systems",".","\n","*","  "," **","Sec"],"proj":[[2.4497,-3.3608,9.8969,13.7364,-2.4116,-0.1245,0.1953,-0.8162,0.0106,-1.9092,0.1309],[-1.3606,-1.2528,9.0518,19.2956,-1.9268,-1.562,-0.433,-0.7224,0.0627,-1.8115,-0.0879],[-1.6389,-0.6554,7.2156,18.5186,-1.619,-0.7754,-0.0609,-1.2599,-0.1544,-2.9074,-0.1297],[0.1401,-0.4879,5.2466,17.5895,-0.8817,-2.0322,-0.6549,-1.5671,-0.096,-2.3781,-0.2893],[-0.3726,0.1066,3.2717,12.8863,-0.784,-3.0464,-0.5828,-1.1283,-0.2533,-1.5158,-0.2815],[-1.4679,0.5875,4.9341,14.4402,-2.6142,-1.2942,0.4105,-0.8688,0.2344,-1.5851,-0.4363],[-1.7766,-0.7163,5.0395,16.3678,-2.2371,-2.3108,-0.6613,-1.1978,-0.2041,-2.5766,-0.1697],[-1.1698,0.1933,4.7908,15.4692,-2.3224,-1.9328,1.1627,-0.9261,-0.1397,-1.821,-0.3941],[-1.8113,-0.4395,4.2219,14.4223,-2.5014,-1.759,1.4872,-0.7908,0.0738,-1.5028,-0.2215],[1.1038,0.2667,1.8509,10.676,-2.7252,-1.0497,-0.4265,-1.4544,-0.438,-2.685,0.2167],[-0.2786,0.4448,1.2887,9.3652,-1.9503,-2.1799,-0.7658,-1.0615,-0.2031,-1.6048,-0.2141],[-0.1982,0.2782,1.6481,8.8477,-2.4794,-1.9142,1.503,-0.7976,-0.4245,-1.7768,0.0529],[-0.2166,-0.0136,1.0091,6.1354,-1.115,-2.0577,0.4276,-0.7416,-0.4402,-1.0116,0.0234],[-0.8839,0.9311,3.8497,10.4169,-2.1607,-2.765,0.541,-0.407,-0.4578,-1.24,0.2012],[-1.3581,-0.4651,5.4269,10.7365,-2.9478,-1.1904,-0.0675,-0.0121,-0.5616,-1.3423,-0.2676],[-0.1095,0.589,1.6123,5.7362,-1.918,-1.4343,2.4037,-0.3556,-0.4502,-0.484,0.1464],[-0.5346,0.1359,1.2131,3.4852,-1.9318,-0.9913,2.2108,0.2019,-0.3591,-0.22,-0.1368],[-0.2526,0.5584,3.0964,10.3536,-3.4649,-0.6346,3.0978,-0.615,-0.5859,-1.2866,0.0561],[0.2484,0.9321,3.4932,9.3117,-1.7183,0.0941,2.3243,-0.61,-0.3737,-1.648,0.1282],[0.4942,0.6089,2.9992,6.744,-1.9986,-0.0674,1.4298,-0.6089,-0.1582,-1.1287,0.3804],[-0.6539,-0.644,4.6428,8.6425,-1.6649,0.0075,1.2675,-0.2314,-0.14,-0.7733,0.0897],[-1.2091,-0.6541,5.1235,8.4069,-2.8216,0.739,0.6229,0.3221,0.1911,-0.8604,-0.2548],[-2.6158,-1.2644,6.8476,16.4698,-2.8951,0.288,0.4695,-1.269,-0.1936,-2.2429,0.1645],[1.8372,-4.4275,4.6522,15.2691,-2.7911,-0.1823,0.9006,-1.544,0.1386,-2.3662,0.217],[-0.4039,-1.7829,8.0449,19.8741,-1.8963,-0.9071,2.6055,-1.2681,-0.1734,-1.941,0.3151],[-1.9944,-1.7277,8.9811,20.3308,-2.8065,-1.5112,0.0812,-1.3527,-0.0309,-1.6601,0.4182],[-1.9839,-1.8636,8.6199,20.4201,-3.1416,-1.0433,-0.1638,-1.1944,-0.3923,-2.4491,0.5676],[-0.289,-1.0009,6.5101,17.6516,-2.6177,0.2817,-1.9653,-1.6702,-0.3413,-2.7732,0.4138],[1.8543,-0.0498,3.5577,11.8611,-2.8278,-1.1483,-0.4378,-1.7061,-0.5539,-3.059,0.4482],[0.1784,1.3691,3.9639,12.3509,-2.2197,-2.6157,-2.6169,-1.4509,0.0149,-1.5613,-0.1277],[-1.3647,1.3105,4.1251,13.0552,-2.4659,-2.9916,-2.0257,-0.7646,0.004,-1.1564,-0.0153],[-1.5217,0.832,4.0024,14.353,-3.0754,-3.4171,-0.6184,-1.0801,-0.0342,-1.8126,-0.0527],[1.5249,3.0249,3.8706,11.0985,-1.2487,-2.2727,-0.9038,-1.324,0.0561,-1.7206,-0.092],[-1.3184,0.6486,3.7442,11.5214,-1.4729,-2.8973,1.5392,-0.8304,-0.3528,-1.1842,-0.4192],[-0.8781,1.3965,3.0266,10.6835,-1.6813,-0.5122,0.8387,-0.5788,-0.084,-1.9561,-0.0812],[0.9987,2.5128,2.5571,9.2834,-1.8352,-1.1148,1.4838,-1.2231,-0.0157,-1.972,-0.0992],[-1.5176,0.346,5.3162,12.6098,-0.6448,-0.6881,0.7748,-0.3594,0.2141,-1.3654,-0.0307],[-0.7331,-0.1246,5.6116,16.2859,-0.8853,-0.6103,-0.1001,-0.69,0.0061,-2.4627,-0.083],[0.9279,2.7608,3.7396,11.5312,-1.0908,-1.1916,-0.3281,-0.8774,0.169,-2.025,-0.1354],[1.2927,3.2417,3.0199,10.0497,-1.6065,-1.3374,-0.2421,-0.7918,0.1873,-1.7982,-0.2671],[0.6121,2.9975,3.0666,11.6757,-2.0968,-1.1755,-0.2892,-0.8953,0.1111,-1.6218,-0.0227],[-0.4318,-0.9886,4.3802,15.5809,-2.0487,-0.5588,-0.0446,-1.0194,-0.4186,-2.6438,-0.0409],[0.7902,-3.3615,5.1418,14.7123,-2.5645,-0.1672,0.3368,-1.6756,-0.0217,-2.1988,0.4854],[1.9069,-3.5391,7.0358,10.3194,-2.9848,0.6441,-0.4478,-1.4174,0.0533,-2.0539,0.4896],[-1.7208,-1.9107,8.4888,19.4769,-1.5096,-0.88,1.1962,-1.3046,0.0712,-1.418,0.4516],[-1.5649,-3.2209,7.4663,19.8581,-2.0411,-0.6004,0.0276,-1.6154,0.2492,-2.2662,0.5531],[0.3927,-3.0373,5.9104,17.1835,-2.0923,-0.4279,-0.9069,-1.8886,0.4197,-2.5593,0.3787],[-2.743,-2.2695,7.1047,18.0892,-2.3847,-1.4333,-0.1242,-0.7858,0.0178,-2.0634,0.3034],[-0.7709,-0.2416,3.5888,13.7788,-2.9057,0.1153,-0.2186,-1.0108,-0.0796,-2.5957,0.6974],[-1.4155,-2.3759,8.6715,20.1736,-1.9974,-0.8435,0.542,-1.2623,0.1334,-1.6921,0.5433],[-0.8247,-1.503,7.4057,18.4777,-2.5586,-0.2041,-0.7091,-1.1061,-0.3577,-2.3135,0.6199],[-0.7503,-2.7689,6.2541,18.4151,-3.6275,0.5919,-0.6376,-1.4432,-0.1949,-2.9254,0.5825],[-0.363,-1.9129,7.6597,19.3696,-4.6108,-0.1667,0.4302,-1.443,0.0767,-2.3568,0.2333],[0.997,-3.8333,10.1681,13.849,-4.3925,0.2999,-0.9711,-0.8452,0.0065,-1.3617,0.3007],[1.1849,-1.7621,6.5742,14.0789,-3.6528,0.1832,0.0104,-0.5403,-0.2361,-2.171,-0.0447],[2.0409,-1.6118,2.661,6.8704,-2.5989,0.2627,0.2941,-0.7849,-0.4015,-1.7206,0.5705],[2.7579,-0.4611,3.0375,3.2259,-1.7939,-0.4499,-0.2816,-0.5902,-0.2179,-1.5897,0.4474],[0.7422,0.4649,4.3104,12.9509,-2.9232,-0.3079,-0.4238,-0.9351,0.0402,-1.513,0.002],[0.5902,1.4658,2.6983,9.6047,-1.9798,-1.3334,-0.6839,-0.8074,0.2109,-1.2103,-0.0251],[-0.2796,-1.3627,4.46,13.992,-3.1541,0.4057,1.0789,-0.9862,0.1607,-1.5228,0.3012],[2.0298,-3.3216,4.0821,11.8498,-3.274,0.1567,0.2429,-0.9546,-0.175,-1.8905,0.2804],[1.4408,-0.5725,3.4952,11.3576,-2.9383,-0.0765,-0.6207,-1.0307,-0.0983,-2.3208,0.2848],[-1.0525,0.2941,4.6554,14.0034,-1.8539,-2.9025,-0.0604,-1.1732,0.1088,-1.3045,-0.6949],[0.0551,-0.7691,4.4585,12.8375,-2.0881,-0.4813,-0.6043,-0.9555,0.3381,-1.1753,-0.8049],[-1.386,0.4606,3.7075,12.5468,-1.0547,-2.677,0.4,-0.5708,-0.134,-0.8037,-0.6046],[-1.7948,-0.4573,5.7344,16.4927,-1.7816,-0.2754,-0.2989,-0.7347,-0.0642,-1.7374,-0.2147],[-0.7304,0.7437,4.898,14.2326,-2.1777,-2.0415,-0.1436,-0.9681,-0.0116,-1.0322,-0.3637],[-0.7568,-0.6488,3.282,12.6702,-0.4543,-1.2283,1.5067,-0.7853,0.2275,-1.2996,-0.3711],[0.932,-1.2195,4.1226,13.3219,-1.6273,0.4677,2.2588,-1.1992,-0.0926,-1.8822,-0.175],[0.5481,-0.8896,5.0529,17.9822,-1.354,-0.8385,0.0199,-1.4902,0.0049,-2.1713,-0.3526],[1.155,0.3804,3.9564,15.6111,-0.6305,-0.4515,-1.1599,-1.6204,0.078,-2.3579,-0.1056],[2.8096,-0.2563,3.7119,13.1823,-3.1294,1.3106,-1.2262,-1.3095,-0.4426,-2.6792,0.1187],[1.2724,1.6623,5.2304,13.6878,-2.4887,-1.4776,-0.9784,-1.2379,0.2636,-1.6678,-0.6127],[0.6963,-0.5021,4.7129,12.8682,-2.0805,1.0795,-0.6054,-0.9086,-0.177,-1.3971,-0.2551],[0.2392,1.2967,4.0922,12.9713,-1.4854,-1.8991,0.5884,-1.3557,0.146,-1.4182,-0.4604],[1.327,0.2355,5.0172,16.0307,-1.1257,0.0034,1.5191,-1.3472,-0.0483,-2.521,-0.3728],[0.3737,0.1291,5.6503,16.9533,-2.1464,0.2329,0.2771,-1.5084,0.2068,-2.3278,0.369],[0.7294,0.6656,3.2416,13.3281,-1.8227,-0.3143,-0.9079,-1.2567,0.232,-2.0986,0.201],[-0.6089,0.3863,4.8373,14.2945,-1.7988,-0.2987,-1.1607,-0.8536,0.1276,-1.3873,0.1175],[-0.3554,-1.0643,5.6907,16.9356,-1.3623,0.9636,0.0582,-1.3231,0.0715,-2.8125,0.0184],[1.3765,-0.86,8.2788,13.7552,-2.8406,-0.5822,-1.1229,-0.9144,-0.0922,-1.9308,0.2454],[0.8448,-0.4856,3.4337,14.1843,-2.2901,0.7675,0.5127,-1.1964,0.3764,-2.1835,-0.38],[1.5015,0.7472,2.3048,10.8347,-1.9903,-0.6432,0.2969,-1.1108,0.2626,-1.7684,-0.1877],[-0.0565,-0.0371,6.0905,16.1047,-2.0401,-1.7389,1.533,-0.8341,0.3525,-1.3943,-0.2484],[-0.8563,1.5085,4.1982,14.5617,-0.9765,-1.0771,1.1239,-1.0451,0.1531,-1.9812,-0.256],[-1.2287,1.3708,4.818,14.1401,-2.3174,-1.8121,1.3061,-0.7285,0.0236,-1.3713,-0.0759],[-1.8247,0.1175,6.4681,17.3571,-2.1208,-0.8522,1.7456,-0.7605,0.3671,-2.2032,-0.3348],[-1.6362,0.4524,5.3263,12.8451,-2.6455,-1.7547,1.4643,-0.583,0.1209,-1.6976,-0.0512],[-0.6519,1.0518,4.3893,12.1443,-2.4036,-1.3418,0.8044,-0.5925,0.1015,-1.4502,-0.093],[0.0792,0.1242,6.0633,18.6125,-2.7469,-0.9219,0.595,-1.2922,0.0015,-2.5824,-0.3383],[2.2585,-2.132,6.2788,17.3428,-3.61,-1.1641,0.041,-1.3069,0.0042,-2.0101,0.1182],[-1.419,-1.8874,10.671,17.4674,-4.4082,-0.3122,-0.1611,-0.9546,-0.2144,-1.267,0.0123],[0.0033,-0.6321,4.6816,13.6428,-3.3951,0.8912,-0.1513,-0.6821,-0.2882,-2.1945,-0.0204],[1.4087,0.2152,2.3454,7.4028,-2.6371,0.7485,1.4221,-0.8909,-0.2923,-1.648,0.4747],[3.0186,0.6857,2.9115,4.5652,-2.079,0.0627,-0.4907,-0.9631,-0.3924,-1.7196,0.4897],[0.1195,0.1567,5.7434,9.2377,-2.7895,-0.3064,-0.6686,-0.7371,0.3096,-1.1283,0.3046],[1.5096,2.1653,4.0271,10.0268,-1.4869,-1.8717,0.3558,-1.2446,0.4855,-1.4823,0.2097],[1.2878,-1.1111,5.019,10.1588,-1.7089,1.337,2.9926,-0.7657,0.5258,-1.7301,0.3084],[-1.8294,-0.2707,4.8557,14.1161,-2.0609,0.2925,1.5137,-0.6631,-0.1952,-1.8182,0.1972],[1.7833,-2.3706,5.1562,15.7421,-3.4098,0.0382,-0.2622,-1.5267,-0.2517,-2.4655,0.2329],[1.3732,1.3702,3.4858,12.1248,-3.4257,-0.268,-1.7851,-1.5471,-0.4965,-2.9643,0.4268],[1.0532,-1.5717,4.667,15.7241,-2.3923,0.0993,-1.6092,-1.5755,-0.0429,-2.8641,0.1324],[1.3303,0.4537,2.7745,10.3715,-1.147,0.1993,-0.1323,-1.4592,0.2058,-2.7852,0.2847],[0.4077,1.5643,3.4688,10.0941,-1.157,-1.032,-0.4005,-0.7962,-0.0429,-1.7229,0.0852],[-0.1438,-0.2344,6.5866,17.5481,-3.2193,-0.3918,-1.1586,-1.3668,-0.4221,-2.896,-0.0785],[0.6316,1.9309,4.0797,11.7732,-2.8208,-1.6128,-0.326,-1.1332,0.1803,-1.7942,-0.1166],[-0.3227,0.2142,4.0022,13.3847,-1.3272,-0.4725,0.5054,-0.6998,0.1407,-2.2109,-0.0337],[1.6011,2.9709,2.8708,9.9135,-2.1229,-0.4012,1.5369,-1.0556,0.441,-1.9501,-0.2065],[-1.463,0.6761,5.8707,15.9014,-0.9363,-0.2757,2.5199,-0.7293,0.411,-2.1322,-0.1428],[0.642,3.3141,3.3424,9.0517,-0.9687,-0.1478,2.1791,-0.912,0.5964,-1.6584,-0.3072],[0.9229,3.2275,3.5772,10.4316,-1.462,-0.5966,1.7905,-0.8726,0.5908,-1.7726,-0.4521],[0.1481,2.308,4.0162,12.2682,-2.7699,-1.4037,1.1571,-0.8088,0.4643,-1.6695,-0.0591],[-1.8216,-0.7177,5.3848,13.8371,-2.2152,-0.3515,1.0055,-0.3522,0.4663,-1.4989,-0.03],[0.8183,0.5047,2.9372,11.9676,-1.6467,-0.9463,0.6588,-0.7687,-0.1702,-2.2385,0.0842],[-1.1105,0.8256,5.3885,13.7507,-2.2765,0.0445,1.5378,-0.4389,0.1862,-1.9211,-0.352],[0.0375,0.7444,4.168,8.6191,-1.5383,-0.4291,1.5547,-0.5789,0.1982,-1.5238,-0.0634],[0.4535,2.0296,5.2352,16.448,-1.9874,-1.7078,-0.9315,-1.3019,0.1439,-2.1357,-0.0508],[-0.489,1.4904,5.7061,16.1716,-2.9175,-0.6701,-0.9047,-0.6717,0.0249,-1.5778,0.1242],[-0.3882,1.8192,4.036,14.398,-2.1118,-1.9765,0.2764,-1.0692,0.3058,-2.0239,0.0307],[0.5692,0.6759,3.6851,10.4087,-1.6472,0.0,1.2517,-0.9609,0.2869,-1.8092,-0.2234],[-1.3082,1.9017,3.7315,13.8537,-1.9617,-0.9254,-1.4246,-1.5607,0.4023,-1.5835,0.2091],[-1.8269,1.4066,5.0901,16.1379,-3.0813,-1.9344,-0.0193,-1.3846,0.4113,-1.2986,0.2207],[-1.0178,0.978,4.9433,16.9558,-1.6768,-1.6969,0.7387,-1.4826,0.2041,-2.481,0.0276],[1.3526,-2.2543,5.8091,17.6504,-3.0882,-0.8167,0.3933,-1.3613,-0.1465,-2.0926,0.202],[-1.0048,-2.454,10.7097,17.3461,-4.3369,-0.1338,-0.3385,-1.146,-0.3154,-1.3126,0.0838],[-0.9231,-0.5294,4.7603,14.4914,-3.2351,0.1691,-0.1023,-0.6593,-0.2593,-2.0033,0.1017],[0.5212,0.6549,2.5582,9.1405,-2.3788,0.3273,0.8297,-1.0729,-0.2313,-1.5586,0.5168],[2.4601,0.7679,3.3701,6.4718,-1.9541,-0.255,-0.9299,-1.0011,-0.3516,-1.5724,0.4805]]},"outputs":{"original":{"run":"p37_v3_prose_both","raw_output":"A firewall is a security device or software that monitors and controls incoming and outgoing network traffic based on predetermined security rules. Its primary purpose is to protect a network from unauthorized access, malicious activity, and other threats.\n\nSpecifically, a firewall's function includes:\n\n*   **Filtering Traffic**: It allows only specific types of data to pass through, blocking or permitting connections based on predefined rules (such as IP addresses, ports, or protocols).\n*   **Preventing Intrusion**: It acts as a barrier against hackers, viruses, and other malicious actors attempting to enter the network or compromise its systems.\n*   **Sec","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true},"v1":{"run":"p32_v1_prose_both","raw_output":"NONENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":8725,"identical_to_original":false},"v2":{"run":"p31_v2_prose_both","raw_output":"The primary purpose of a firewall in computing is to act as a **security gatekeeper** that monitors and controls incoming and outgoing network traffic based on predetermined security rules.\n\nNO matter how secure a computer system is,NEVER shouldNENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENENE","n_tokens":128,"decision":"prose","correct":false,"correct_strict":false,"false_call":false,"truncated":true,"first_token":760,"identical_to_original":false},"g23v3":{"run":"p37_v3_prose_both","raw_output":"A firewall is a security device or software that monitors and controls incoming and outgoing network traffic based on predetermined security rules. Its primary purpose is to protect a network from unauthorized access, malicious activity, and other threats.\n\nSpecifically, a firewall's function includes:\n\n*   **Filtering Traffic**: It allows only specific types of data to pass through, blocking or permitting connections based on predefined rules (such as IP addresses, ports, or protocols).\n*   **Preventing Intrusion**: It acts as a barrier against hackers, viruses, and other malicious actors attempting to enter the network or compromise its systems.\n*   **Sec","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true}}},{"id":"prose2-00","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"How does a refrigerator keep food cold?","tools":[],"prompt_tokens":31,"decision":{"rms":0.3668149566337215,"sumsq":137.78146550804377,"hb":[0.02055,0.08947,-0.48358,0.14917,-0.24271,0.087,-0.6236],"lse":24.932367507479324,"logits":[13.366,13.805,12.395,16.251,13.821,12.254,11.227,10.939,11.041,10.605,9.204,9.528,24.683,13.621,14.082,12.882,13.57,18.512,12.941,14.269,15.716,13.193,13.507,12.335,11.813,12.81,17.021,12.448,11.898,11.015,13.611,13.866,7.844,16.955,5.844,10.346,7.123,9.815,5.343,5.464,6.671,3.933,7.784,9.11,5.735,7.752,5.437,5.122,4.959,16.586,4.065,2.935,5.449,3.286,6.625,6.527,2.808,7.004,11.316,7.227,2.997,18.003,5.119,1.783,4.363,5.739,3.809,23.05,-1.964,20.645,12.212,6.61,12.552,0.007,15.085,1.119,11.571,6.186,6.074,11.026,15.173,4.447,11.926,14.13,15.395,5.82,4.561,5.204,10.989,7.466,1.728,12.636,20.924,5.739,9.098,15.879,15.312,-0.947,1.213,5.639,11.646,12.877,0.989,5.526,1.052,14.867,16.83,2.847,2.768,12.27,3.438,9.56,11.831,5.024,13.741,14.87,17.013,7.453,13.122,4.747,16.988,13.04,15.65,14.476,17.729,4.846,1.587,12.288,9.806,13.772,-0.578,9.055,-2.208,6.886,9.642,8.811,5.53,16.682,2.773,12.051,10.876,16.551,13.127,6.427,-2.711,8.644,15.483,-2.157,14.418,3.822,-2.69,9.533,2.193,11.5,10.255,6.215,6.203,4.113,12.882,10.369,12.827,2.943,11.602,-2.928,13.881,0.953,7.146,8.993,-4.113,4.588,15.137,15.767,17.1,14.684,6.001,2.579,7.332,19.774,14.414,10.273,11.325,1.537,7.409,2.256,9.552,11.494,10.501,8.573,3.183,17.059,13.742,-0.442,19.127,3.665,4.222,5.28,13.212,15.144,10.85,-0.194,10.237,6.834,11.851,1.557,13.817,12.044,7.08,3.188,1.052,15.105,2.166,14.992,11.132,-3.815,10.557,2.208,-4.939,-2.467,0.404,3.306,7.589,9.581,6.979,0.478,3.937,13.76,4.658,0.088,0.177,7.391,4.089,-6.025,-1.754,12.842,13.571,11.453,4.082,7.045,13.431,14.199,2.053,-1.322,5.891,1.403,0.499,8.549,-0.361,-1.279,9.173,11.112,1.718,7.407,15.759,13.219,9.854,-2.866,7.301,7.829,12.049,17.948,6.372,11.241,-0.589,1.201,1.787,7.407,3.645,13.415,5.08,17.258,-0.511,0.888,-0.151,1.893,-1.459,13.239,11.53,-2.394,10.654,0.343,6.745,12.535,4.277,4.54,8.163,7.021,-1.531,4.489,14.266,12.115,3.876,11.853,12.921,3.856,12.035,10.593,5.904,9.949,14.099,10.561,14.724,9.674,1.212,15.147,11.352,9.111,5.076,11.106,2.247,14.608,16.372,2.654,17.914,11.654,-0.93,-2.469,14.144,1.087,-0.509,-0.353,4.343,12.696,7.919,11.971,4.448,10.341,0.072,-0.134,12.329,11.91,15.328,4.683,4.231,13.12,8.826,1.814,17.345,1.463,0.838,11.493,-4.477,4.128,6.075,6.497,2.224,3.168,12.096,2.058,6.144,-0.167,7.366,1.238,-1.98,-1.815,-0.996,16.473,9.196,16.414,9.787,11.393,1.125,7.745,-0.075,1.243,12.493,5.568,6.101,1.977,0.338,-0.313,8.795,5.249,1.672,9.556,15.1,0.315,12.794,14.732,9.987,14.637,1.898,0.878,13.638,-0.722,12.393,12.17,-1.129,-2.635,3.603,8.247,12.896,7.189,9.415,16.178,-0.953,11.588,7.133,7.973,1.889,1.956,5.877,-0.684,9.046,10.561,11.652,-0.272,8.832,10.407,-2.09,0.931,13.316,9.6,2.084,1.881,13.081,13.962,-3.725,5.966,10.8,10.065,7.325,12.676,1.415,1.837,4.571,13.465,-0.394,0.513,10.73,-2.677,11.303,11.233,0.45,5.845,-1.182,3.501,9.981,4.664,11.07,12.899,14.148,4.368,9.374,6.696,-2.289,2.22,12.087,1.536,11.685,-2.587,14.266,-5.347,11.431,-6.931,0.183,0.426,12.433,5.977,11.479,-0.355,3.262,14.539,4.378,11.816,8.21,4.025,-2.193,2.497,10.906,19.581,9.892,12.549,11.613,-3.497,-1.985,0.97,-0.332,15.646,8.66,-2.399,4.46,8.87,11.507,3.36,15.066,15.775,-4.188,3.608,15.652,11.018,9.942,2.747,14.105,2.301,7.578,6.704,14.95,0.785,14.69,-0.494,10.406,2.231,10.955,7.301,-0.811,5.663,0.969,10.095,10.086,14.52,5.425,8.072,3.498,0.309,11.816,1.759,4.855,13.709,2.734,13.478,14.122,-0.819,1.919,-2.111,7.281,12.705,-1.508,-3.866,10.451,7.25,1.669,12.272,3.605,-5.407,1.39,4.688,2.649,-1.178,11.388,3.128,13.78,-2.511,1.238,5.956,-1.174,8.096,13.262,9.837,5.15,2.377,0.979,13.425,1.893,3.085,3.932,12.958,0.036,10.996,0.464,9.848,13.537,1.831,-2.651,3.362,12.071,13.141,0.838,-2.228,12.048,-1.751,-1.388,3.753,-0.6,16.698,3.143,3.923,-4.99,10.993,1.194,-2.675,-1.054,9.633,3.8,2.301,7.357,-2.791,5.876,-0.784,2.576,1.779,8.176,5.468,-0.24,4.244,1.602,-3.0,-0.028,-0.487,1.0,12.139,3.72,15.384,14.868,9.649,12.721,14.335,2.075,2.181,-0.701,0.285,14.517,5.394,7.274,14.365,-0.975,0.035,-3.663,5.915,15.729,9.416,11.436,2.256,7.678,2.486,10.071,17.827,8.025,8.264,-1.075,-0.421,3.175,-0.205,-1.219,10.707,10.319,11.252,15.218,-1.231,1.008,1.787,11.29,3.88,13.88,12.076,7.914,13.108,14.187,-0.591,3.972,7.553,2.34,2.976,10.018,14.528,-4.295,-0.879,10.192,10.297,-2.048,6.669,9.634,10.785,6.015,11.967,1.495,-0.739,10.999,-0.356,14.689,10.578,-3.574,2.103,4.395,14.468,-1.281,11.813,14.958,-1.075,1.313,0.796,0.585,1.826,6.368,8.011,1.91,0.986,-1.314,10.098,11.467,13.64,7.373,11.782,12.088,15.122,-0.626,11.229,-2.164,4.716,14.918,-0.085,7.358,1.78,2.702,-0.286,9.009,-1.166,9.868,-0.675,-3.424,8.844,9.826,-3.547,16.839,8.562,-0.182,2.692,1.571,0.512,-3.284,-0.53,2.482,1.791,-0.358,2.629,-1.762,10.731,-1.949,12.014,5.824,0.582,13.795,0.944,-1.61,4.5,-4.031,10.284,6.704,-2.526,6.014,-1.053,0.872,4.142,9.092,-1.294,10.479,-0.088,1.752,0.591,9.504,-1.83,-2.85,8.354,-4.524,3.922,4.53,1.836,-3.763,-0.368,1.087,2.165,0.256,-0.582,-2.857,13.435,5.591,1.427,2.132,1.0,-4.241,0.03,2.234,-2.894,10.549,7.673,-5.756,0.05,13.459,10.071,-2.529,10.227,12.584,1.983,1.611,7.061,8.129,2.768,9.213,-3.756,10.528,-1.741,9.545,-4.507,-2.962,2.199,2.232,0.244,-4.057,-0.766,0.317,-3.356,1.333,3.746,0.681,0.974,1.994,3.19,-0.738,-3.46,0.106,2.433,1.423,-0.02,2.491,-0.039,2.105,2.473,-0.612,2.348,0.364,-2.907,-1.242,0.214,4.02,0.267,2.577,-1.548,-4.649,2.834,4.702,-1.879,2.065,-2.563,-1.528,5.556,1.211,-2.033,1.184,0.645,-0.569,0.634,1.853,3.688,2.329,3.317,1.428,3.095,-1.481,1.888,-3.926,-0.52,-0.8,-0.387,0.211,-1.238,-0.158,-2.724,5.098,-2.105,-0.773,2.67,-5.119,-0.184,3.791,-1.311,-2.325,-0.238,0.211,-1.612,-2.599,-0.073,-2.127,3.593,0.106,-1.81,2.211,0.538,-0.709,1.854,1.36,-2.802,2.223,-4.304,-3.045,-0.544,-1.434,1.736,1.013,-3.521,-0.715,-4.09,0.565,3.612,0.582,-3.559,-2.625,6.28,-5.603,1.487,-2.061,2.138,-3.835,1.286,-3.544,4.061,-4.039,2.91,0.317,2.527,-0.63,2.574,-1.456,-0.941,1.267,-3.781,0.957,-0.927,1.094,0.617,-1.064,0.888,-3.079,-2.417,1.897,-0.241,1.617,0.902,-0.805,-1.379,-0.415,1.712,-2.541,1.599,0.068,-2.045,1.824,1.125,5.111,-2.792,-1.712,-2.035,-0.741,-3.577,0.836,3.783,2.558,-0.779,-1.236,-1.36,2.443,5.132,2.679,-0.379,-2.605,-0.921,-1.11,-0.223,2.445,2.654,-1.868,-5.45,-1.996,0.299,-1.832,-1.705,0.751,-4.253,-0.91,0.872,-1.78,-3.692,0.253,1.803,-1.289,0.646,1.489,2.79,0.865,-3.719,-0.69,0.379,-1.878,-0.652,1.723,0.672,-1.268,-1.61,-1.752,0.031,2.767,-1.613,-1.008,-2.597,0.523,-1.759,1.205,-3.531,-1.111,12.191,0.536,1.594,1.213,-1.095,0.61,-0.081,3.122,0.725,-2.909,-1.355,-4.126,-1.167,-3.441,-3.268,-2.591,2.327,2.581,-1.623,-0.221,-2.15,1.431,2.584,-0.306,1.696,2.599,-1.988,3.511,-0.783,-1.972,6.669,11.604,2.318,3.643,5.316,18.663,11.601],"base_top":[[32,24.683],[674,23.05],[1206,20.924],[760,20.645],[3812,19.774],[25892,19.581],[4350,19.127],[248068,18.663],[37,18.512],[623,18.003]]},"positions":{"tokens":[32,43447,13205,3487,8981,1472,264,10286,314,2972,40797,286,332,321,2972,323,5940,332,23038,13,5514,369,1204,424,4138,25,271,16,13,220,2972,54853,286,92217,561,6007,709,314,264,43447,369,310,4570,279,9039,314,279,3594,4613,279,4821,13,1061,369,10813,16496,539,51926,264,28417,505,318,4650,87772,466,423,16,18,19,64,8,1472,264,6150,3790,314,68366,321,30155,13,1577,279,28417,505,26565,1472,1439,68366,11,424,86914,8364,494,279,3487,321,279,3594,4613,279,42060,11,13969,279,3594,310,3512,8981,13,198,17,13,220,2972,1460,5940,92217,9358,279,3594,4613,279,42060,369,62139,11,279,43447],"text":["A"," refrigerator"," keeps"," food"," cold"," through"," a"," combination"," of"," **","cool","ing","**"," and"," **","se","aling","**"," mechanisms","."," Here"," is"," how"," it"," works",":","\n\n","1","."," "," **","Cool","ing","**:"," The"," core"," function"," of"," a"," refrigerator"," is"," to"," lower"," the"," temperature"," of"," the"," air"," inside"," the"," unit","."," This"," is"," typically"," achieved"," by"," circulating"," a"," refriger","ant"," (","like"," ammonia"," or"," R","1","3","4","a",")"," through"," a"," complex"," network"," of"," coils"," and"," pipes","."," As"," the"," refriger","ant"," flows"," through"," these"," coils",","," it"," absorbs"," heat"," from"," the"," food"," and"," the"," air"," inside"," the"," compartment",","," causing"," the"," air"," to"," become"," cold",".","\n","2","."," "," **","Se","aling","**:"," Once"," the"," air"," inside"," the"," compartment"," is"," cooled",","," the"," refrigerator"],"proj":[[2.6577,-1.9836,9.4412,11.2863,-0.6447,0.461,0.4589,-1.32,0.0193,-1.6705,-0.0649],[-2.1513,-0.4385,8.5936,17.8168,-0.7578,-1.1246,0.2588,-1.6294,0.1494,-2.2576,-0.1],[-1.1507,1.1944,7.7888,17.0016,-2.6775,-0.906,0.8924,-1.7292,0.0984,-2.7279,0.5941],[-1.1033,-1.5267,9.4428,21.3256,-2.052,-2.7884,-2.8197,-1.6928,0.0272,-1.8103,-0.2029],[-2.2987,-0.2153,8.0331,17.8167,-2.0268,-0.3016,-1.6354,-1.5496,-0.0103,-1.9613,0.084],[-0.544,-2.0582,6.885,17.4281,-2.7551,-0.6929,0.0069,-1.9167,-0.3187,-2.9293,0.2754],[-0.6018,-1.4937,7.3136,17.6569,-1.5977,0.0225,2.3531,-1.3399,0.2426,-2.6438,0.4939],[-0.5588,-1.0913,6.8323,16.2086,-0.6366,-0.5446,2.2273,-0.8491,0.0593,-1.8983,0.4611],[-1.0387,-1.7665,6.8485,18.1982,-1.5582,1.1631,2.3288,-1.602,0.1141,-2.736,0.6373],[-0.7223,-1.1589,5.5325,16.8442,-0.7297,-0.2188,2.5602,-1.6333,0.1901,-2.3963,0.3951],[0.3788,-0.8826,9.5837,13.162,-1.0095,-0.5222,2.0621,-1.2261,0.1671,-2.1032,0.2819],[0.0519,-1.743,6.9611,17.3909,-0.5835,-0.9098,1.331,-1.6421,0.1206,-2.0259,0.1963],[0.3233,-2.0477,6.0513,15.6396,-1.4716,0.5196,-0.1938,-1.7987,0.23,-2.5675,0.034],[0.2785,-2.3701,7.4695,20.0601,-1.8341,-0.1067,0.1598,-1.668,0.0264,-2.9156,-0.1403],[0.5623,-0.2879,6.8404,17.5234,-1.5681,-0.7096,2.6674,-1.3029,-0.0703,-2.3874,0.0788],[2.4074,0.5776,10.1083,12.2988,-1.1817,-0.7,1.8287,-1.0651,-0.0328,-1.7633,0.0327],[-0.9929,0.5545,4.4571,9.3644,-2.809,1.1533,-1.7004,-0.2453,-0.7672,-1.0751,0.6474],[0.534,-0.4263,5.7139,17.8905,-2.2082,0.1953,-0.1029,-1.1585,-0.0916,-2.1394,-0.0626],[0.472,-1.2915,5.2539,17.6799,-1.7547,0.6915,1.1849,-1.3474,-0.1545,-2.5646,0.08],[-0.7902,-1.956,4.7198,17.5734,-2.1809,1.6927,2.774,-1.7431,-0.1523,-2.8914,0.4114],[2.7102,-3.432,4.7924,15.0808,-2.8897,-0.0231,0.4436,-2.158,0.2027,-2.0179,0.4132],[-0.5286,-1.5493,5.6681,16.4363,-2.5047,-0.2913,2.0674,-1.4303,-0.0115,-1.9382,0.1313],[0.0896,-1.5119,7.7386,19.5303,-3.1746,0.3347,0.7073,-1.6306,-0.1749,-2.3595,0.2767],[-0.2487,-1.8998,6.079,18.1414,-3.5859,-0.7794,-0.279,-2.1322,0.0172,-2.5013,0.1694],[-1.6579,0.1033,7.3737,17.993,-3.2866,0.5595,1.2187,-1.2625,0.1418,-2.1041,0.6856],[-1.5,-2.4123,6.2676,18.3178,-3.3384,0.3357,0.6939,-2.0151,0.0185,-2.7188,0.5065],[-0.7102,-2.6255,7.1852,18.6811,-3.5904,-0.8968,0.2849,-1.8722,0.2626,-2.3947,-0.0293],[0.9135,-3.8185,10.3146,15.4431,-4.0026,0.1159,-0.2055,-1.0583,0.1339,-1.6193,0.1914],[-2.0051,-2.0443,7.1969,15.4122,-1.9883,-1.351,-0.1648,-0.9216,0.2923,-2.0707,0.2752],[0.0265,-1.2836,6.7425,14.3483,-1.2534,-0.8482,2.2222,-0.8756,0.1872,-1.7506,0.1025],[0.1274,-0.8144,5.9244,15.0607,-2.1028,0.8274,3.4511,-1.2174,0.1241,-1.9932,0.2738],[1.1479,-0.1605,5.8459,9.6392,-1.0736,0.6866,2.5352,-0.9581,0.0745,-1.7654,0.2727],[0.743,-1.8978,5.922,16.5464,-1.0982,-0.1566,1.3332,-1.8703,0.1376,-1.9176,0.2536],[0.4822,-1.5644,3.8543,13.3254,-2.0554,0.8572,0.909,-1.9142,0.0183,-2.4264,0.1608],[1.3377,-2.1545,3.1671,13.601,-2.1254,0.034,2.4306,-1.9334,0.2041,-2.6836,0.0359],[-0.2538,-0.4785,5.5329,15.4085,-1.5195,-1.1777,0.7463,-1.5885,0.2528,-2.2403,-0.1498],[-0.1756,-0.1946,6.5102,17.8274,-2.0945,-1.5627,0.934,-1.4289,0.3577,-2.2361,-0.0048],[-0.0032,-2.6774,8.0699,20.0719,-2.3716,0.0883,0.7408,-1.3439,0.1059,-2.8291,0.3491],[0.4201,-1.6171,7.4633,19.0112,-0.9433,0.7118,0.664,-2.1627,0.5547,-2.8714,-0.1441],[-1.6715,-0.3863,6.6166,16.0707,-1.1626,-0.6556,0.7511,-1.9101,0.4998,-2.3167,-0.0152],[-0.9388,-1.7372,6.4202,17.8672,-3.1056,-1.0784,1.6964,-1.5224,0.1994,-2.9359,0.1365],[1.4089,-1.5338,6.7916,16.7834,-1.6847,1.337,3.0911,-1.6421,-0.0377,-2.7578,0.3056],[2.5611,0.2826,5.7437,13.7637,-2.6992,0.3438,3.6755,-1.5469,-0.2412,-2.6614,0.5556],[-0.9441,-0.9081,6.6236,17.406,-1.9422,-0.5994,1.4767,-1.5413,-0.0314,-2.3642,0.1812],[-0.6387,-0.9839,6.1998,16.391,-1.3643,-0.0984,2.0126,-1.244,-0.1533,-1.638,0.1798],[-0.7376,-1.038,7.2705,18.2702,-0.4369,0.903,0.8579,-1.6715,-0.2766,-2.5651,0.1532],[-0.2488,0.0275,6.4918,17.7799,-1.9564,-1.6999,-0.7852,-1.6154,0.3051,-2.2248,-0.3186],[-0.2683,0.2031,6.0136,16.5668,-1.6392,-1.8944,-0.712,-1.3876,0.175,-1.8833,-0.3096],[-1.2512,-0.5525,3.8829,15.3148,-0.5369,-0.557,-0.2728,-1.48,-0.2888,-2.1519,-0.1915],[0.5398,-0.2785,5.8012,17.0143,-2.4652,-0.422,0.4024,-2.1215,0.223,-2.746,-0.044],[-0.0682,0.7204,6.4667,15.2094,-2.9633,-0.9348,0.4637,-1.6209,0.4478,-1.8479,-0.1679],[0.1188,-1.4835,5.8149,16.5292,-1.4875,-0.3665,1.4497,-1.786,-0.1735,-3.0692,-0.0393],[1.9223,-1.8402,2.0761,12.1894,-1.9879,-0.3896,2.0962,-2.3666,0.2279,-2.3145,-0.0345],[0.4442,0.4917,5.5894,16.6559,-1.5795,-0.0601,1.6596,-0.7678,-0.3229,-2.2353,-0.1224],[1.2653,-0.004,5.3502,15.8004,-2.0212,0.4967,2.1338,-1.0778,-0.4452,-2.3576,0.3041],[0.9693,-1.5582,6.2788,16.0887,-1.6724,2.1222,1.8321,-1.0815,-0.3635,-2.4631,0.5228],[-0.4797,-2.1795,6.975,19.4169,-3.0143,1.4844,2.7332,-2.2714,0.2479,-3.1199,0.4642],[0.0857,-0.8458,4.1055,14.4903,-2.0834,0.9763,2.9867,-2.2766,0.2909,-2.8468,0.3642],[-1.2905,0.1893,3.5487,12.4051,-1.348,-1.0447,3.2473,-1.7242,0.3166,-2.2387,-0.1289],[-1.6207,-0.1719,3.0962,11.9195,-1.1163,-1.0789,2.4049,-1.2834,0.1062,-1.8799,0.0881],[-1.4075,-0.5388,4.8222,12.579,-2.6932,-0.3604,3.1095,-1.3844,-0.1988,-1.8047,-0.0812],[-1.8966,-0.0871,4.2996,15.7785,-2.6177,-0.319,2.9112,-1.6405,-0.0829,-2.4894,-0.2605],[-0.7613,-1.3462,8.2534,14.4209,-1.8592,-0.633,2.2007,-1.7489,-0.0007,-2.0111,-0.065],[-1.1684,0.3594,3.5317,9.8896,-1.6132,0.2266,3.8208,-1.4031,0.6037,-1.7865,-0.1778],[-2.7903,0.4505,4.183,13.9402,-0.4356,-1.9351,4.9253,-1.7539,0.3146,-2.5269,-0.3697],[-1.4153,0.9697,3.5066,9.207,-0.6232,-0.5575,3.7425,-1.255,0.684,-1.5966,-0.1454],[-1.1471,0.5731,4.8505,8.7632,-0.6562,-0.0542,4.5221,-1.0071,0.4079,-1.2716,0.406],[-0.6157,-0.2806,7.6792,11.2631,-2.5221,-2.0092,0.2652,-0.9657,0.2326,-1.2572,-0.0284],[-1.3771,-0.0861,9.3819,11.1665,-1.0697,-2.2091,1.2493,-0.9831,-0.5976,-1.8369,-0.2019],[-2.931,-0.4016,8.2759,13.05,-0.4371,-1.3572,3.0568,-1.2877,-0.0943,-1.4075,0.37],[-3.0318,-0.5809,5.4563,17.032,-1.9897,-1.0419,3.745,-1.6947,-0.1246,-2.5324,-0.1796],[-0.8286,-0.6542,3.4726,13.8136,-2.4569,0.2242,2.877,-1.5841,-0.078,-2.7351,0.0556],[-0.4312,0.9654,1.4765,8.8487,-0.227,0.0081,3.874,-0.9639,0.2016,-2.3037,-0.1204],[-1.2804,1.1089,3.0881,10.7197,-0.1594,-0.288,3.1968,-0.8375,0.0295,-1.8866,-0.0385],[-1.5607,1.6186,5.1489,13.4257,-0.3517,-0.2566,3.455,-0.8425,-0.0758,-2.0148,0.3604],[-1.2,0.1118,4.0113,13.6836,-0.52,0.3459,3.6577,-1.0122,-0.0762,-2.5901,0.0465],[-1.1603,0.5836,2.4026,10.4958,0.0582,-0.729,3.3954,-0.9716,0.2524,-1.8706,-0.1974],[-1.1768,-0.749,4.4992,15.3713,-0.9266,0.1414,2.3255,-1.5887,-0.2217,-2.838,-0.0177],[0.162,1.0118,2.1237,9.3145,-0.3074,-1.2174,2.8865,-0.8545,0.4497,-1.6586,-0.3189],[-1.1487,-0.2637,4.0549,13.9178,-0.8749,0.6079,3.193,-1.4185,-0.3458,-3.0492,0.0103],[1.4121,-2.6512,2.4651,13.3809,-1.1201,-0.0987,2.566,-1.9191,0.0683,-2.294,0.1495],[0.1827,-1.6036,4.7738,16.7202,-1.2222,-2.4207,0.1482,-2.0516,0.2141,-2.333,-0.2917],[-1.3366,-1.1523,5.3281,16.9029,-0.9465,-2.0557,1.7283,-1.4124,0.4026,-2.0535,-0.2521],[-1.8786,-1.3896,5.4307,14.1987,-2.2858,-0.0452,2.7475,-1.5254,0.0254,-1.9792,-0.3391],[-0.0526,0.8045,2.7407,10.6903,-0.6849,-0.0177,1.8113,-1.6696,0.1627,-1.8097,0.1218],[-0.7007,-0.8252,4.1185,16.1306,-1.2532,-1.601,0.9872,-1.8662,0.2431,-2.8321,-0.1818],[-0.1091,0.3805,2.9014,14.2711,-0.2673,-1.037,0.9232,-1.442,0.1432,-2.8349,-0.2924],[-0.7877,0.9665,4.3663,14.8321,-0.32,-0.474,2.2429,-0.8188,0.1834,-2.0855,-0.2354],[-1.086,-0.7576,4.3468,16.2333,-0.7712,-0.4135,1.5911,-1.8335,-0.27,-2.8725,0.0711],[0.6165,-1.1624,3.9659,15.3406,-1.853,-0.6276,-0.0231,-2.0127,-0.0104,-2.6888,-0.1143],[1.3436,2.2123,2.7203,9.7677,-1.091,1.0424,1.9289,-1.5511,0.0201,-2.1193,0.4232],[0.0019,-0.1919,7.3033,17.3626,-2.1117,-0.4914,-1.2646,-1.4301,0.1458,-2.011,-0.0427],[-0.2215,-2.0889,6.2157,17.7438,-1.1707,0.642,-0.891,-1.5437,-0.3426,-2.3367,-0.3876],[-1.3567,-0.6328,5.2445,15.9898,-1.5951,-2.3916,-0.9058,-1.572,0.2341,-2.5698,-0.3942],[-0.9041,-0.3438,5.3183,15.1666,-1.0125,-2.5962,-1.0578,-1.1717,0.2024,-2.0744,-0.5006],[-0.9564,-0.4613,5.6662,16.9981,-1.1049,-1.6951,-0.0905,-1.5434,-0.2408,-2.2109,-0.3708],[0.4602,1.5116,5.3821,14.8447,-1.1618,-1.5906,-0.9257,-1.4053,0.3217,-2.5703,-0.3299],[0.0232,0.4325,5.2892,15.1889,-1.2091,-1.7566,-0.5809,-1.3086,0.3045,-2.0752,-0.3705],[-0.7042,-0.1331,3.027,14.3278,-0.3891,-0.5143,0.0951,-1.3248,-0.1768,-2.1724,-0.3121],[0.9509,-0.4799,5.5713,17.9418,-1.8569,-0.5633,0.1803,-1.8199,0.1757,-2.8194,-0.2514],[0.0647,0.9386,5.9259,14.0876,-2.2268,-1.0756,0.7131,-1.4547,0.5252,-1.8502,-0.2557],[0.2055,-1.2897,5.9925,18.5851,-1.4003,-0.7288,1.1765,-1.777,-0.1169,-2.9813,-0.2423],[1.0971,-0.3533,4.5974,13.7589,-2.1503,1.9421,2.163,-1.3736,-0.2405,-2.3817,0.4382],[0.6272,-1.5089,6.6059,17.1656,-1.3927,-0.144,0.1147,-1.8205,0.1099,-2.386,0.0216],[-0.4977,-0.9218,5.6393,16.1416,-0.3985,-1.6108,0.058,-1.4739,0.1993,-1.9034,-0.1305],[-1.1184,-0.4061,4.5361,14.3275,-0.1619,-0.5549,1.033,-1.2824,-0.3828,-2.01,-0.1454],[3.0008,1.0529,5.4364,13.2198,-1.2513,0.7246,2.2006,-1.4307,-0.2455,-2.479,0.16],[0.4366,0.547,5.7018,15.3488,-0.2849,-0.184,1.2171,-1.6365,-0.0629,-2.5476,0.0785],[-0.5894,-1.5192,6.6649,17.7101,-0.8825,-0.8964,1.6952,-1.4661,-0.1118,-2.7412,-0.2164],[2.5682,-1.9173,3.1891,14.7649,-1.4788,-0.3232,2.4092,-1.9616,0.0229,-2.2788,0.0797],[-0.5218,-1.1835,8.5116,14.6487,-4.159,-0.1842,1.0512,-1.1319,0.1183,-1.6339,0.1584],[-2.9013,-2.6601,8.4779,16.8594,-2.1725,-1.4597,-0.8169,-0.6464,0.2684,-1.8187,-0.118],[-0.4604,-0.8211,9.249,16.0756,-2.0518,-2.3868,2.0424,-0.9411,0.2328,-1.4877,0.1023],[1.6138,0.247,5.9075,14.6146,-2.0442,0.041,2.7023,-1.1185,0.1231,-1.8449,0.1532],[2.6084,0.1011,6.9861,10.77,-1.5276,-0.2973,1.2766,-1.05,0.081,-1.8881,0.0866],[0.0204,0.4361,5.3664,12.3034,-3.1903,0.6937,-1.7055,-0.7498,-0.5682,-1.2131,0.4828],[0.6195,-0.002,4.7216,16.0283,-2.6863,0.6594,0.6719,-1.7641,-0.2098,-2.3423,0.1818],[3.7945,-1.3633,3.2473,13.1557,-1.4785,0.0505,2.0103,-1.4289,0.057,-2.6227,0.3004],[0.5918,-1.6429,5.486,16.7149,-0.8835,-1.3147,-0.1152,-1.6273,-0.0938,-2.5949,-0.0411],[-0.0636,-1.0912,6.0151,17.468,-1.1219,-2.1449,0.1052,-1.2476,0.1167,-1.8652,-0.2119],[-0.62,0.1967,4.3806,14.4765,-0.6146,-0.9598,0.1853,-1.1638,-0.1445,-2.064,0.1495],[0.7902,0.368,5.7851,17.1303,-1.8833,-1.1067,-0.3321,-1.7884,0.2701,-2.8209,0.2697],[-0.4765,0.7679,6.678,15.9541,-1.9794,-1.6363,0.6513,-1.811,0.3049,-2.1451,-0.1876],[1.3782,1.453,4.4104,13.1447,-0.9022,0.0906,1.2151,-1.2518,0.069,-2.3441,0.3631],[0.2384,0.5673,5.1975,14.2621,0.2715,0.103,0.7817,-1.2571,-0.0371,-2.5322,0.102],[0.2749,-1.0447,5.6225,18.41,-1.0235,-0.3683,0.2111,-1.7819,0.0312,-3.2216,-0.0008],[3.0192,-0.0999,3.1223,15.2338,-1.7489,-1.503,-0.4246,-2.0486,0.3542,-3.1474,0.015],[1.335,0.5347,2.8628,11.9618,-0.8591,-1.7447,-0.2881,-1.265,0.4047,-2.2374,-0.1166]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"A refrigerator keeps food cold through a combination of **cooling** and **sealing** mechanisms. Here is how it works:\n\n1.  **Cooling**: The core function of a refrigerator is to lower the temperature of the air inside the unit. This is typically achieved by circulating a refrigerant (like ammonia or R134a) through a complex network of coils and pipes. As the refrigerant flows through these coils, it absorbs heat from the food and the air inside the compartment, causing the air to become cold.\n2.  **Sealing**: Once the air inside the compartment is cooled, the refrigerator","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"A refrigerator keeps food cold through a combination of **cooling** and **sealing** mechanisms. Here is how it works:\n\n1.  **Cooling**: The core function of a refrigerator is to lower the temperature of the air inside the unit. This is typically achieved by circulating a refrigerant (like ammonia or R134a) through a complex network of coils and pipes. As the refrigerant flows through these coils, it absorbs heat from the food and the air inside the compartment, causing the air to become cold.\n2.  **Sealing**: Once the air inside the compartment is cooled, the refrigerator","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true}}},{"id":"prose2-01","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Explain what a variable is in programming.","tools":[],"prompt_tokens":32,"decision":{"rms":0.2917879976343687,"sumsq":87.18257721699774,"hb":[-0.02896,0.05362,-0.40205,-0.09207,-0.42473,-0.07656,-0.07248],"lse":26.93842348945004,"logits":[14.186,16.306,10.924,12.82,9.436,9.453,8.192,6.671,6.683,6.035,8.626,8.427,24.943,10.468,9.892,11.433,12.36,9.54,10.274,12.15,14.814,11.016,10.53,10.144,10.303,11.363,10.567,11.614,8.413,11.771,9.023,10.973,13.909,14.862,2.767,4.035,4.709,6.83,3.791,2.393,8.675,4.826,1.969,9.147,3.542,6.806,3.065,9.995,2.558,23.141,2.421,2.751,3.007,1.684,2.537,4.224,3.161,6.324,17.479,3.997,1.912,26.759,2.621,1.926,0.962,3.36,0.527,12.866,-0.588,16.709,6.288,4.144,15.421,-0.146,16.086,0.616,9.147,4.983,4.92,8.436,11.253,4.993,13.256,13.028,12.972,5.673,1.136,2.03,10.647,5.773,1.446,7.273,19.941,4.465,4.755,13.074,15.975,-2.802,-1.309,1.336,11.336,9.907,-0.781,7.701,4.251,13.294,20.37,0.353,2.274,11.58,3.155,3.45,11.702,9.82,10.511,13.113,13.097,7.304,9.742,4.602,19.809,11.036,17.235,15.401,16.613,3.775,1.866,9.337,8.427,8.404,1.55,8.963,-0.409,5.451,3.893,7.922,4.163,14.786,2.368,9.168,7.619,15.546,14.027,5.605,0.323,5.637,14.617,1.409,15.08,4.538,-2.822,10.456,0.838,7.955,11.699,3.183,5.453,2.758,8.475,10.364,11.379,0.227,11.921,0.169,12.78,4.52,5.178,3.109,-5.6,7.66,17.662,17.46,15.769,7.925,1.029,-0.598,3.674,12.084,13.311,6.901,11.252,1.118,2.619,0.251,9.835,10.473,9.206,8.102,-0.788,12.15,14.307,1.547,17.171,0.773,2.241,4.146,9.339,13.263,6.204,-0.671,9.849,7.402,8.747,-2.893,9.444,8.843,6.667,1.644,0.399,15.222,1.768,9.709,9.815,0.797,7.111,0.296,-2.741,-2.737,-3.086,6.667,4.51,8.509,8.605,0.947,2.068,5.299,4.589,0.376,0.014,8.908,1.445,-2.882,0.534,7.986,12.472,9.37,4.67,10.128,8.551,10.412,2.39,1.351,6.932,5.487,1.903,9.5,-2.27,-3.402,8.473,8.331,0.919,5.439,11.994,10.233,16.979,-3.672,7.157,6.788,7.768,15.949,4.273,7.199,3.451,-2.093,2.11,4.394,2.441,10.858,7.727,16.082,1.565,-2.028,0.257,3.703,-2.916,9.561,14.073,-1.362,8.646,-0.128,5.681,9.402,5.451,6.318,11.185,7.25,-2.768,3.346,13.042,9.345,3.455,11.864,11.998,5.58,6.99,6.722,3.509,7.735,14.719,10.214,15.639,10.46,2.865,13.23,5.662,6.229,2.228,9.913,-2.84,11.834,11.246,3.895,15.476,8.583,-0.542,-5.513,13.459,2.704,-4.819,-2.929,1.804,9.668,6.792,8.476,1.379,10.122,-0.941,7.769,14.499,10.789,15.478,7.312,5.131,12.007,8.452,1.511,14.832,-6.0,3.443,8.412,-2.098,5.002,7.782,6.249,1.667,5.395,9.167,0.979,2.481,-1.962,6.678,-1.255,-3.168,-1.468,-2.318,15.777,6.357,20.154,9.844,8.392,0.719,9.463,-1.749,0.954,13.222,3.882,7.903,1.841,1.669,-0.043,9.806,6.089,1.861,6.622,14.049,-1.486,10.328,12.639,7.795,14.96,1.576,0.163,13.205,-1.288,7.641,4.54,4.7,2.16,1.519,5.91,12.688,5.973,5.278,14.91,-3.376,11.517,7.775,4.993,-0.027,-1.075,3.773,1.403,6.996,8.806,11.565,-2.083,9.042,9.545,-1.659,-1.655,10.682,6.54,-0.236,6.034,8.8,11.473,-3.259,5.746,10.275,8.711,7.899,11.204,-0.484,1.211,-1.754,13.818,0.634,-2.484,12.542,-2.47,11.521,9.84,-2.427,5.423,-1.418,2.97,8.37,4.695,9.825,12.925,12.608,3.256,5.246,5.004,0.628,2.209,9.803,3.716,12.77,-2.128,13.444,-4.153,12.422,-3.838,-1.98,-2.312,11.706,8.023,6.076,-4.031,0.47,14.706,3.323,9.009,4.765,3.769,-2.462,2.984,9.655,6.739,7.855,12.615,9.691,1.583,-2.27,-2.096,-0.291,10.577,10.508,-1.502,4.439,12.601,10.854,2.759,8.086,16.293,0.254,4.019,16.472,10.777,7.034,0.252,8.955,0.729,6.022,5.74,11.429,0.314,10.096,-0.236,8.072,1.608,6.827,8.556,-2.245,6.896,2.73,10.681,9.528,14.275,6.804,13.286,0.979,0.19,12.512,2.937,4.537,13.95,3.43,9.854,11.215,-0.4,1.977,-1.023,2.15,8.401,-1.152,-3.817,6.1,6.945,1.487,11.513,0.945,-0.371,-1.381,6.766,1.819,-3.334,5.403,1.653,17.313,-6.497,1.367,8.847,-0.74,1.019,14.604,7.668,5.536,-0.833,-1.563,8.777,-0.259,-0.668,3.942,10.5,2.172,13.711,-0.403,6.857,10.709,-2.389,-3.575,0.086,14.279,16.553,1.745,2.069,8.861,-1.853,0.338,0.651,-0.526,14.015,3.244,3.707,-1.642,9.105,0.491,-3.494,-2.565,6.725,3.154,4.025,6.544,-0.838,8.026,1.746,5.158,-0.802,7.101,5.699,-1.254,7.56,0.228,2.168,-0.363,-3.072,1.631,10.301,0.829,10.198,11.889,7.699,11.371,15.693,2.764,0.65,-2.133,-0.383,12.788,5.915,6.571,14.876,-1.339,-0.833,-2.858,4.25,6.67,9.78,8.395,1.828,6.185,0.661,7.254,17.224,9.192,7.067,-0.225,2.068,0.942,3.205,-3.226,9.193,7.863,7.961,9.289,-2.492,0.047,1.797,11.038,-2.363,6.697,8.872,8.762,14.68,7.202,-3.616,2.387,4.039,5.923,1.302,11.261,16.243,-3.986,-0.817,7.441,8.584,-3.436,7.052,9.04,6.345,5.946,8.893,-1.808,1.246,10.539,-0.598,9.977,10.367,-3.582,-3.304,3.898,11.654,0.798,14.858,14.495,0.923,-0.143,1.58,-0.488,4.594,3.687,8.906,-1.294,-2.815,-4.286,10.828,5.288,12.683,3.643,14.305,13.317,15.904,3.059,6.549,0.491,2.392,11.528,-1.337,7.635,-1.465,-3.095,1.091,12.212,2.377,10.915,-2.358,-1.199,8.001,9.495,-2.058,15.394,10.58,3.098,2.691,1.397,-1.531,-3.62,0.968,-0.477,0.044,0.976,-1.957,-1.59,8.412,-1.446,10.038,7.987,-1.194,7.37,-0.205,-0.2,5.26,-2.389,5.988,8.916,0.999,7.386,1.288,1.557,5.039,8.406,-4.767,9.675,-0.307,-0.673,1.29,12.193,-1.336,-0.499,8.285,-2.718,-0.235,5.958,-1.069,-2.071,-1.811,0.327,1.297,0.138,1.125,-0.145,13.048,3.143,-0.975,-2.109,-1.277,0.698,-0.53,1.959,-1.465,8.391,7.282,-2.193,1.022,9.394,6.422,-2.668,10.863,15.914,1.914,2.216,7.726,5.464,-0.33,6.19,-3.763,6.987,-0.878,6.801,-0.963,-4.646,1.314,3.21,-0.089,-2.939,1.967,1.024,0.422,0.689,1.285,-0.573,2.003,1.041,-1.125,1.398,-2.96,-0.967,-0.654,-0.562,0.396,0.836,0.597,-0.221,0.091,-2.582,0.774,-0.926,1.451,2.297,2.161,6.15,-0.588,2.323,0.883,-5.008,-1.051,3.879,-1.868,2.126,-0.98,1.113,16.312,1.404,-3.471,0.742,1.998,0.651,0.862,0.743,4.415,1.9,1.993,0.828,2.493,-1.443,2.306,-0.545,0.557,3.453,-2.571,3.004,-0.984,-2.133,-0.83,3.186,0.284,2.008,3.692,-2.529,2.372,5.637,-4.834,-0.626,-0.744,1.03,1.657,-2.849,-0.563,-6.901,2.111,2.662,-3.808,1.452,-2.897,-1.161,-0.273,-0.207,-2.495,3.852,-1.766,-0.844,0.117,2.683,1.583,-0.2,-5.804,0.829,-0.585,1.596,3.806,1.951,0.48,-3.124,4.087,-5.177,4.032,-3.066,2.668,-1.418,-3.489,-3.817,3.167,-2.924,3.158,1.18,0.154,1.51,3.129,-1.499,-1.928,-3.209,-2.955,0.872,-0.288,-1.058,-1.418,-2.657,0.712,-1.111,-1.178,-0.192,1.503,1.425,3.736,-4.311,-1.847,-1.384,2.585,1.666,1.335,0.678,-3.549,-0.237,-1.551,3.019,0.995,-3.435,1.43,-2.313,-1.708,0.765,3.642,1.054,-1.542,0.444,-0.926,-1.008,1.718,4.476,-3.141,-2.819,-1.471,-0.998,-3.007,-0.206,1.852,-3.169,-1.993,3.598,-0.038,0.773,0.548,0.335,-6.24,0.835,-0.298,-3.046,-3.068,0.968,-0.92,-0.779,-2.945,-0.522,4.049,0.173,-1.682,6.214,3.661,-2.614,1.347,-0.915,0.3,-3.35,2.26,0.494,-5.35,1.802,-0.461,-2.061,-3.178,1.032,-0.738,-1.688,-3.125,-0.9,11.994,-0.04,3.411,-4.68,-0.304,-0.573,-2.866,-0.083,-2.438,-4.046,-2.387,-3.909,-3.421,1.067,-2.676,1.218,0.273,3.138,-0.333,1.522,-2.266,-3.19,2.806,0.504,3.132,-2.118,-0.686,1.205,1.719,-0.436,7.074,12.579,3.24,6.586,4.896,16.072,10.557],"base_top":[[623,26.759],[32,24.943],[332,23.141],[1597,20.37],[13962,20.154],[1206,19.941],[2014,19.809],[3702,17.662],[550,17.479],[3710,17.46]]},"positions":{"tokens":[623,15019,11,264,2972,9521,332,369,264,6725,5638,3602,1429,310,3222,795,421,628,2222,466,381,10490,13,1049,13653,430,264,5303,364,1928,11,10377,488,310,3436,2663,11,2649,27204,11,321,35422,795,2785,264,1957,13,271,8160,513,279,1328,16935,314,264,3759,25,271,9,256,2972,657,92217,1049,369,12244,264,4752,12448,318,41547,264,886,8,421,10551,279,3759,13,1061,803,369,16099,364,279,1957,310,1366,864,795,424,369,14131,440,13,198,9,256,2972,900,92217,1049,628,3222,2086,4346,314,795,11,1680,430,24959,318,68,1257,2487,1510,390,63,681,46303,318,68,1257,2487,1510,3524,63],"text":["In"," programming",","," a"," **","variable","**"," is"," a"," named"," storage"," location"," used"," to"," hold"," data"," that"," can"," change"," or"," be"," modified","."," It"," acts"," as"," a"," container"," for"," information",","," allowing"," you"," to"," store"," values",","," perform"," calculations",","," and"," manipulate"," data"," within"," a"," program",".","\n\n","Here"," are"," the"," key"," characteristics"," of"," a"," variable",":","\n\n","*","  "," **","Name","**:"," It"," is"," assigned"," a"," unique"," identifier"," (","usually"," a"," string",")"," that"," represents"," the"," variable","."," This"," name"," is"," crucial"," for"," the"," program"," to"," know"," which"," data"," it"," is"," dealing"," with",".","\n","*","  "," **","Type","**:"," It"," can"," hold"," different"," types"," of"," data",","," such"," as"," integers"," (","e",".g",".,"," `","int","`","),"," floats"," (","e",".g",".,"," `","float","`"],"proj":[[3.1962,-3.8478,10.4714,13.6282,-2.4978,0.5594,0.4339,-0.979,-0.2495,-1.5342,0.1865],[-1.1997,-1.8829,8.8676,19.0985,-2.1037,-1.1858,-1.8149,-1.5503,-0.0657,-1.5354,0.2745],[0.235,-3.2234,8.3216,20.6395,-1.6999,-1.41,-2.2665,-1.5314,0.2173,-1.9662,0.4641],[1.5012,-4.1616,8.2591,20.5845,-2.2801,-0.6067,-0.6166,-1.7533,0.2122,-2.3331,0.2028],[-0.47,-1.7955,10.5192,20.5114,-3.5528,-1.1524,-0.4578,-0.6312,-0.2539,-1.7398,-0.1083],[0.8437,-0.987,14.6523,18.5294,-3.6451,-1.5598,-1.3999,-0.2955,-0.302,-1.1114,-0.3586],[-1.6318,-1.7817,7.8473,20.0392,-2.1794,-0.1147,0.5876,-0.7005,-0.3886,-1.9816,-0.0322],[-0.8603,-1.6233,7.1054,19.5292,-2.5501,-0.9924,0.339,-0.8143,-0.263,-2.3239,0.1211],[-0.1592,-0.768,4.2473,15.556,-1.6497,-1.3979,1.377,-0.8841,-0.3157,-1.6339,-0.1345],[-1.7534,-0.0683,3.1286,13.0075,-1.9893,-1.3338,-0.1814,-0.6489,-0.6932,-0.7679,-0.1323],[-2.4771,0.563,4.5167,12.5863,-2.4955,-2.2296,-1.1777,-0.4207,-0.8956,-1.2148,-0.0256],[-1.8572,-0.5027,5.499,17.2806,-4.0589,0.0534,-0.8618,-1.1969,-0.2277,-1.7487,-0.2371],[-0.8248,-0.8515,6.3795,17.6559,-1.6516,-0.5265,-1.4617,-0.8908,-0.3031,-1.8391,-0.139],[-0.3409,-1.0249,5.8604,17.2905,-3.2066,0.6458,0.4954,-0.6996,-0.4611,-1.8452,0.0149],[1.1995,-0.187,4.6835,12.7081,-2.6424,0.8372,0.2983,-0.7092,-0.5716,-1.8007,0.2326],[-1.6077,0.6067,5.2885,14.6257,-2.3558,-1.4546,-0.6764,-0.6558,-0.1588,-1.5273,-0.1993],[-1.3736,-1.0393,4.7366,15.6067,-0.6345,-0.9589,0.3618,-1.153,0.0128,-1.6194,-0.2596],[1.9901,-0.4681,5.256,15.9912,-2.6667,0.6062,-0.009,-1.0033,-0.0852,-2.2071,0.0693],[1.3291,-0.5413,6.5145,15.5215,-2.3025,0.5966,0.1511,-1.2695,-0.4188,-2.0308,-0.1557],[-0.2686,-1.0515,5.8078,16.4098,-1.884,-1.2157,0.1606,-1.6445,-0.1522,-2.1151,-0.3942],[2.1785,0.3057,5.0889,15.596,-2.6617,0.3806,-0.3115,-0.9749,-0.2942,-2.06,-0.2887],[0.5608,-0.5306,4.9674,15.3559,-0.8109,1.0593,-0.5998,-0.9965,-0.2157,-1.6963,-0.3908],[-0.3192,-0.5173,4.1867,15.1407,-1.3922,-0.3701,2.5089,-1.7516,-0.0853,-2.1965,-0.4966],[2.4136,-3.8212,5.5103,14.5686,-2.4808,-0.4899,0.045,-1.9385,0.1511,-2.1588,0.1474],[0.4685,0.2271,6.3521,16.365,-2.5255,-0.3383,-0.1895,-1.1712,-0.1709,-2.3256,0.2097],[-0.5225,-1.9803,5.905,19.5625,-1.9733,-0.6103,-0.2358,-1.5131,0.0241,-2.2383,-0.3028],[-0.8429,-0.2922,3.4199,15.8986,-1.0562,-0.472,0.7948,-1.3997,-0.112,-1.5128,-0.0311],[-1.9364,0.1969,3.3106,13.7733,-1.3482,-1.4324,-0.4496,-0.8323,-0.4268,-0.5771,-0.1596],[-0.8048,-0.9677,6.153,18.0095,-1.7844,-0.3694,-0.8579,-0.8688,-0.395,-2.1204,-0.093],[-1.3085,0.7162,4.6897,14.2634,-1.2476,-1.2676,0.1536,-0.7323,-0.0105,-1.1673,-0.1406],[-0.0004,-0.8505,4.8558,17.0575,-0.4271,-1.4705,0.5749,-0.9652,-0.0989,-1.8861,-0.1502],[1.0231,-0.9014,4.9384,15.8609,-1.5504,-0.7549,-0.3595,-0.9443,0.1305,-1.889,0.1585],[1.48,0.2433,5.2868,14.6934,-1.863,-2.0505,0.7759,-1.8127,0.3304,-1.7407,-0.2252],[0.0527,-0.9608,5.6227,16.1554,-1.8253,1.2612,2.1766,-0.3915,0.0494,-1.4752,-0.0514],[1.9954,-0.5471,3.7311,12.1623,-1.6496,1.2537,1.0389,-0.8812,-0.1159,-1.7297,0.0995],[-1.3659,0.0218,4.8845,14.5115,-1.2242,-1.7398,-0.1662,-1.2319,0.257,-1.4997,-0.3724],[-0.8456,-1.2835,5.5905,17.4401,-0.5782,-0.6115,0.218,-1.8034,0.2098,-2.3213,-0.1106],[0.3441,-0.9201,5.2379,14.2284,-1.6792,0.6,1.4906,-1.3102,-0.1983,-1.9768,-0.123],[-1.4631,-0.4144,6.7887,16.7311,0.1426,-0.8014,0.2236,-1.2198,-0.0836,-1.4521,-0.2212],[-1.772,-1.9811,7.3144,18.8022,-1.2317,0.693,0.5393,-1.4725,0.1058,-2.4147,-0.0197],[0.5646,-0.129,5.5304,13.8528,-2.149,0.7081,0.3233,-1.3824,-0.2762,-2.2167,0.3038],[1.8226,-0.0635,4.1488,12.794,-2.5438,0.7824,0.8506,-1.4106,-0.3554,-2.1289,0.2135],[-0.4824,1.2243,6.4499,16.353,-2.9788,-1.044,-0.0691,-1.7315,0.0929,-1.6356,-0.169],[-1.0594,0.1779,2.9317,12.9398,-1.4906,0.2428,2.3012,-1.8576,0.3499,-1.9821,0.1203],[0.3039,0.014,6.9834,18.176,-0.9263,-1.2763,-0.3198,-1.4729,0.2115,-1.5484,0.0898],[-0.5627,0.3938,7.0194,17.6611,-1.2401,-1.2167,-0.8439,-1.2632,-0.2171,-0.9719,0.1622],[-1.108,0.0191,5.4468,17.4026,-2.9915,-1.9118,0.1852,-1.3723,0.3815,-2.2186,0.3592],[2.9554,-2.7658,5.1138,13.9381,-2.8954,-1.3096,0.5106,-1.7207,0.0029,-2.1688,0.2475],[4.7154,-3.5224,7.2275,9.893,-2.858,-0.0468,-0.8402,-1.5741,-0.0941,-1.9472,0.4279],[-0.83,-1.3751,6.0407,16.6288,-2.1855,-0.0986,2.1976,-1.629,-0.1334,-2.1149,0.2253],[-1.5087,-2.7909,7.1616,19.4647,-2.9495,0.9242,1.7339,-1.3865,-0.3747,-2.2716,0.2823],[-2.575,-2.6149,6.8664,18.6786,-1.9284,1.2382,1.3609,-1.2468,-0.6194,-1.5394,0.4014],[-3.5777,-1.7013,6.9114,18.3812,-2.5274,-0.2364,0.2034,-1.1223,-0.381,-0.9204,0.4071],[-1.3013,-2.9076,8.1538,19.399,-2.6729,0.349,-1.7504,-1.6472,-0.2588,-2.032,0.2015],[0.0728,-2.3012,9.1972,20.2391,-1.9823,-0.3568,-0.0059,-1.9435,-0.0022,-1.9959,0.2525],[-1.1156,-1.5779,9.3477,19.7383,-2.769,-1.3846,-0.1302,-1.0857,-0.4602,-1.4754,-0.0681],[-0.8142,-1.8389,6.8811,18.7717,-2.2755,-1.2124,-0.1448,-1.4806,-0.3878,-2.0118,0.0599],[0.9108,-1.5864,8.3568,19.6986,-4.4143,-1.0442,-0.0653,-1.6967,0.253,-2.1569,0.1065],[1.9966,-3.1219,11.5855,15.3975,-4.8602,-0.3369,-0.1858,-0.895,0.0684,-1.3304,0.2722],[0.2221,-1.2864,8.4192,17.1824,-3.9962,-0.623,2.0572,-0.7577,0.2993,-1.8937,-0.1677],[1.0062,-0.561,7.3857,15.8428,-3.3322,0.0871,1.7146,-0.9268,-0.0286,-1.5679,0.0812],[1.7736,0.3728,7.404,11.7584,-2.3494,-0.2806,0.7024,-0.587,0.0602,-1.2212,0.1464],[0.0804,-0.1232,6.217,15.4221,-2.321,0.1348,-0.0042,-0.8002,-0.0195,-1.6141,0.1245],[2.8809,-1.1562,6.5923,15.4403,-2.3075,-0.6302,0.1536,-1.1383,-0.4057,-2.0938,0.091],[0.0922,1.021,6.9325,18.5879,-2.884,-0.5632,-0.1272,-0.7336,-0.3739,-2.2957,0.0106],[1.6536,0.8098,5.0075,15.0181,-2.4925,-0.6025,-0.3082,-0.9689,-0.4723,-2.0463,-0.2123],[0.2389,-0.6926,5.9528,17.9583,-2.8658,0.4368,2.0217,-1.2291,0.0207,-2.4428,-0.0748],[0.3283,-0.425,5.9524,16.6701,-3.5493,0.2073,-0.2568,-1.0159,-0.5633,-1.538,-0.497],[-0.2396,-0.4049,6.3177,16.463,-3.9659,0.0641,-0.5141,-0.8365,-0.6564,-1.7522,-0.3454],[0.5267,-0.6377,5.5376,18.5272,-3.651,0.2423,0.7151,-1.401,-0.7109,-2.638,-0.7094],[2.2271,0.3593,8.6085,13.8148,-3.5852,-1.0295,0.4298,-1.0941,-0.4714,-1.7892,-0.541],[1.2223,0.0433,5.8694,16.5974,-2.1113,1.855,-0.2546,-1.6601,-0.4029,-2.757,-0.3817],[0.5962,0.7112,6.7838,16.0815,-3.9652,0.0962,-0.2028,-1.3692,-0.6168,-1.7818,-0.3126],[-0.0155,-0.9627,6.3125,15.9551,-2.6979,-0.5256,0.3217,-1.2751,-0.6232,-2.5935,-0.2079],[1.0561,-0.7237,5.6583,17.091,-3.1263,1.1232,-0.8074,-1.4374,-0.5474,-2.6895,-0.5216],[2.2275,0.4277,4.6367,14.2412,-2.6957,0.9808,-0.9686,-1.348,-0.4884,-2.4946,-0.0309],[0.5489,-0.7432,6.7754,18.609,-3.2735,-1.1234,0.0031,-1.8507,0.0871,-2.2281,-0.2026],[-0.7098,0.2139,6.1778,17.0599,-3.351,-1.4195,-0.1762,-1.1426,-0.4361,-1.4811,-0.4389],[-0.5694,0.264,5.4075,18.1804,-1.8747,-0.6255,0.687,-1.4134,-0.1468,-2.4897,-0.3531],[3.6818,-0.1036,3.5163,13.66,-2.1714,-0.1085,-0.1185,-1.6745,-0.1601,-2.0038,-0.1074],[1.1365,1.9866,6.2524,18.721,-3.3129,-0.6844,0.4424,-1.1736,-0.51,-1.908,-0.5239],[1.0991,2.12,5.6144,15.8224,-2.592,0.463,-1.5187,-1.2656,-0.6667,-2.4453,-0.063],[0.8532,2.1849,4.1305,14.8154,-1.0548,0.1033,-0.6911,-1.2065,-0.1414,-1.9735,-0.4456],[0.9439,0.5879,5.9988,19.46,-3.1883,-0.2,0.0673,-1.8494,-0.284,-2.4438,-0.0963],[2.8729,-0.4346,4.8359,16.4947,-1.5053,-0.3537,-0.4789,-1.745,-0.1759,-1.7559,-0.069],[0.9373,0.1833,5.5549,17.3193,-1.8327,-1.0275,-0.2663,-0.898,-0.0949,-1.1452,-0.2755],[1.1974,-0.594,5.9339,17.9749,-2.6189,-0.0493,-0.4548,-1.3328,0.285,-2.1235,-0.0787],[3.3768,0.1697,5.1258,14.4966,-1.4748,0.5419,-0.1752,-1.8262,-0.124,-2.1632,0.0082],[1.1411,-1.0195,6.7202,19.0445,-2.3889,-1.4714,-2.1359,-1.8083,0.2497,-2.4143,0.1306],[-1.2021,0.2578,6.2452,17.8079,-3.1003,-2.5867,0.6985,-1.0421,-0.2313,-1.694,-0.5423],[-1.3098,0.5999,4.163,15.0876,-1.6807,-0.2501,0.0399,-1.1833,0.1746,-2.435,-0.2535],[-0.6931,0.0925,5.6872,17.5125,-1.1963,1.3416,-0.8978,-1.2034,0.1825,-2.6008,0.0335],[-0.024,-0.4527,3.9993,15.4209,-0.3538,0.8112,-0.704,-1.2651,-0.0221,-2.3386,-0.0272],[-1.3208,-1.7325,8.2409,21.7126,-2.5391,-0.8868,0.0105,-1.3398,0.0983,-2.2465,0.0054],[0.8107,-0.0727,5.0576,17.9036,-1.9135,-0.2999,0.7864,-1.9716,0.1431,-2.7437,-0.1478],[3.372,0.2979,4.5929,15.2141,-2.418,-0.6916,1.2044,-1.6647,-0.1811,-1.841,0.0451],[-1.6456,-1.6291,10.7607,17.1273,-4.159,-0.2299,0.2633,-0.6743,-0.0875,-1.3266,-0.03],[-1.3004,-1.1154,8.1265,18.1353,-3.6662,-0.8192,1.6858,-0.7113,0.2145,-1.9144,-0.3732],[-0.2448,-0.8366,6.7616,14.8966,-2.9796,0.2747,1.1776,-0.6746,0.1254,-1.4025,-0.0773],[1.3762,-0.3899,7.063,10.8731,-2.3888,-0.6147,-0.0127,-0.4299,-0.0315,-1.2729,0.0357],[-0.8297,0.1651,5.9629,15.2703,-1.6422,1.2003,1.3539,-0.8459,-0.001,-1.7656,0.0686],[2.9242,-1.8096,6.5218,14.5426,-1.3549,-0.2089,-0.4172,-1.3532,-0.2012,-1.8276,0.0187],[0.9187,1.2165,4.8062,14.8234,-2.0027,0.7353,-0.7253,-0.4067,0.0059,-2.3112,0.0873],[1.5709,-0.435,5.3044,14.8813,-2.1897,0.0871,-1.2184,-0.7676,-0.3114,-2.5286,0.0688],[-0.3993,0.0225,6.5071,15.6421,-1.7968,0.3499,-0.5861,-1.4206,0.0646,-1.8327,-0.14],[-1.9597,0.2391,6.2936,16.0622,-1.3855,-2.0976,-0.3268,-1.1019,-0.4321,-1.4021,-0.3192],[-0.8475,-0.5513,6.5653,18.2828,-1.3847,0.0472,0.1804,-1.3972,-0.1534,-2.4579,-0.0186],[-0.9144,0.4543,7.5724,18.1603,-2.5708,-0.9915,-0.9115,-1.1561,-0.1217,-1.3381,-0.2719],[-1.0917,-1.1952,4.9533,16.6399,-1.6382,-0.9765,1.1659,-1.5177,-0.0982,-2.3674,-0.0955],[-0.0716,-2.1909,6.3352,18.3992,-2.7186,-1.5607,0.847,-1.6554,-0.2917,-2.6557,0.3364],[0.308,-1.1501,8.2192,17.9143,-2.1977,1.1449,1.1382,-1.582,0.3642,-1.8766,-0.0004],[-0.1949,-0.2033,7.8319,15.6116,-1.8355,1.0199,0.1873,-1.5143,0.2348,-1.6046,-0.149],[-1.7287,-1.0557,8.9361,17.1126,-1.7798,0.5103,2.0992,-1.5519,-0.0514,-2.2967,0.03],[1.1997,0.7599,10.8259,11.0581,-2.4619,1.12,0.4883,-1.5112,0.0725,-1.64,-0.2578],[-3.179,0.5996,7.3009,10.9525,0.2466,0.8403,0.419,0.0541,-0.6196,-1.7161,0.3555],[-0.999,-0.2738,8.2961,15.3393,-2.3554,1.4478,1.05,-1.3097,0.2911,-2.1325,0.2034],[-1.0028,0.3723,9.1412,15.8149,-2.3377,1.5604,1.7682,-1.6771,0.2301,-1.9994,0.0712],[0.4639,-0.0107,15.1129,12.2242,-2.32,0.2118,-0.8263,-1.4081,0.3708,-1.4662,-0.1917],[-1.3771,-0.4511,8.7764,12.053,-1.5494,-1.0885,1.8132,-1.7874,-0.1052,-1.5535,-0.4739],[-1.4562,0.1638,6.2177,15.3135,-2.2272,-0.5883,1.7835,-1.3657,-0.249,-2.6019,-0.2255],[-0.7901,-0.3941,9.7874,15.9833,-2.4213,1.0324,-0.948,-1.3425,-0.1061,-1.742,-0.187],[-2.9006,-1.6847,9.3327,19.2369,-0.7781,0.7042,1.9131,-1.6135,0.0851,-2.6268,-0.4622],[-0.4516,-1.0219,11.2778,15.5147,-2.3704,0.0868,0.7753,-1.1945,-0.2569,-1.7463,-0.4738],[-4.0515,-0.1427,8.6798,15.2406,-0.5313,0.5433,0.5287,-0.0752,-0.5572,-1.8652,0.0537],[-3.2251,-1.3453,8.8194,17.6139,-1.9491,-0.0904,-0.2522,-1.1962,0.0666,-2.4645,-0.0325],[-2.693,-0.5745,9.3361,17.0978,-2.907,1.2964,1.6952,-1.2706,-0.066,-2.0675,-0.0732],[-1.5987,-0.8695,13.5051,11.7512,-2.1085,0.0183,-0.9332,-0.9553,-0.0927,-1.8873,-0.1717],[-2.6608,-0.1903,7.6971,14.4826,-1.1079,-0.8346,3.0422,-1.2307,-0.09,-1.6583,-0.5218]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"In programming, a **variable** is a named storage location used to hold data that can change or be modified. It acts as a container for information, allowing you to store values, perform calculations, and manipulate data within a program.\n\nHere are the key characteristics of a variable:\n\n*   **Name**: It is assigned a unique identifier (usually a string) that represents the variable. This name is crucial for the program to know which data it is dealing with.\n*   **Type**: It can hold different types of data, such as integers (e.g., `int`), floats (e.g., `float`","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":623,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"In programming, a **variable** is a named storage location used to hold data that can change or be modified. It acts as a container for information, allowing you to store values, perform calculations, and manipulate data within a program.\n\nHere are the key characteristics of a variable:\n\n*   **Name**: It is assigned a unique identifier (usually a string) that represents the variable. This name is crucial for the program to know which data it is dealing with.\n*   **Type**: It can hold different types of data, such as integers (e.g., `int`), floats (e.g., `float`","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":623,"identical_to_original":true}}},{"id":"prose2-02","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Why do cats purr?","tools":[],"prompt_tokens":29,"decision":{"rms":0.3897567603547272,"sumsq":155.55515621602535,"hb":[-0.01885,0.04009,-0.51218,-0.3127,-0.21989,0.47939,-0.12757],"lse":23.057555335310273,"logits":[14.708,12.508,9.476,13.868,8.825,8.327,7.663,9.195,7.523,9.459,7.748,7.999,16.586,16.222,22.707,13.37,16.305,17.463,14.152,14.652,16.645,14.391,15.318,13.073,13.29,20.973,15.171,15.116,12.576,14.176,14.047,10.511,6.65,8.352,12.415,9.784,7.072,7.418,6.395,6.441,6.305,5.348,4.903,10.04,6.903,5.78,1.613,4.768,4.617,18.11,1.343,4.251,3.539,2.711,2.124,3.938,3.495,4.754,10.773,6.681,3.1,17.093,2.232,3.674,5.128,3.663,1.181,13.372,-1.997,19.458,4.112,2.974,11.285,-2.589,15.589,-0.683,8.977,5.481,4.372,8.22,12.223,3.117,12.701,14.278,10.557,3.445,1.181,2.766,10.4,5.692,2.806,10.789,17.36,6.313,4.209,11.875,14.433,-3.711,2.456,2.891,8.499,12.019,-1.941,5.937,3.145,14.806,12.974,2.122,5.074,11.298,1.449,8.726,9.528,3.152,11.716,13.904,16.808,4.529,11.938,8.105,13.618,13.729,14.643,13.858,18.909,2.156,1.114,11.744,8.403,12.898,0.211,6.572,-0.725,4.377,8.232,4.151,4.869,14.933,1.311,10.797,9.084,15.735,13.36,5.428,0.825,8.082,13.388,4.168,12.661,1.412,1.222,8.363,3.765,7.543,10.04,5.632,5.518,3.702,13.07,8.691,14.592,0.006,11.869,0.088,14.873,3.641,10.599,4.06,-4.124,4.995,15.453,14.893,18.853,11.285,2.81,0.831,3.236,10.754,12.802,8.854,10.907,2.046,4.544,-0.534,6.513,7.945,8.816,9.631,0.688,12.949,13.949,-2.794,16.709,5.801,3.95,5.385,11.2,17.56,7.535,-0.569,9.656,5.868,10.626,3.212,14.74,14.434,5.427,1.087,2.138,14.517,3.279,14.642,12.816,-1.552,6.992,2.303,-2.814,-2.234,0.742,5.863,7.651,10.416,7.558,3.523,1.021,13.175,4.355,0.463,0.954,6.612,1.166,-4.634,0.873,6.429,12.798,11.124,4.114,10.441,12.189,13.211,4.31,-0.32,4.702,1.368,0.38,10.62,-1.049,1.39,5.165,8.238,0.633,3.568,15.308,14.414,6.015,-4.721,9.83,6.591,12.521,19.048,2.136,10.327,3.096,4.765,-0.298,9.756,2.229,11.149,1.434,15.081,-3.929,1.589,-2.49,3.032,-0.877,11.224,11.913,2.268,11.352,-0.775,6.39,10.16,4.631,6.183,8.55,8.115,-0.995,0.617,14.716,10.468,3.538,10.766,14.031,4.385,7.073,8.729,4.24,11.541,13.547,10.126,13.234,7.778,0.001,17.135,9.314,8.366,3.401,10.425,-1.387,14.918,10.845,4.901,17.57,10.294,-0.391,-3.78,13.829,0.803,-4.701,-2.091,2.555,11.707,5.649,11.739,3.844,8.586,-3.08,-3.716,13.636,10.694,14.685,3.897,2.225,11.669,8.817,2.002,15.677,1.946,0.894,11.729,-3.027,3.599,4.794,5.824,-0.059,5.009,10.292,0.204,6.418,-0.126,7.717,1.254,-0.654,-3.878,-4.441,14.096,8.427,14.852,9.871,10.846,1.039,6.752,-2.394,1.071,9.221,2.918,6.552,2.522,1.522,-1.071,8.31,5.29,-2.049,7.976,15.246,1.087,14.056,12.435,9.462,13.882,4.237,-1.578,13.617,-0.541,9.612,6.899,-3.038,-4.457,3.124,7.633,13.64,6.858,9.939,16.367,3.823,8.576,9.616,4.98,1.416,1.909,1.86,1.196,8.715,10.557,13.391,-1.697,9.783,11.247,0.15,-0.914,11.532,11.036,5.212,-0.111,9.665,14.509,-4.129,6.963,9.009,9.573,7.122,13.654,-0.731,0.497,-1.135,14.55,-3.357,-0.428,12.926,-2.659,13.503,8.937,-1.633,4.173,-1.308,2.302,6.54,4.312,11.933,12.515,12.393,5.004,6.268,3.68,-1.845,1.193,10.339,4.182,12.355,-1.962,13.592,-5.423,11.113,-3.212,-0.941,0.278,12.115,8.046,10.687,0.074,-0.884,12.495,-0.241,9.811,3.645,3.063,0.229,1.95,11.979,9.625,17.992,12.799,10.24,-2.766,-0.979,-2.078,6.23,17.005,13.175,-2.245,5.791,6.198,13.684,2.673,10.358,13.643,-1.172,7.256,17.131,11.837,8.807,1.74,9.693,-0.754,3.163,6.432,12.802,-0.006,12.943,-3.327,5.404,0.557,11.068,7.85,-2.006,6.499,-0.059,7.407,10.669,13.6,3.538,8.81,0.052,-3.836,14.748,1.133,2.706,13.669,4.196,11.593,9.989,-2.221,1.31,-2.688,4.287,10.362,-4.447,-6.143,8.208,8.529,0.203,14.21,3.909,-1.097,0.132,5.079,0.886,0.175,7.726,1.096,13.92,-2.668,-1.317,4.894,-1.031,2.26,11.049,9.9,3.275,1.315,-0.412,11.905,-0.697,1.687,5.538,11.828,-0.753,12.111,-0.895,11.512,9.923,1.271,-4.706,2.539,14.41,10.777,4.234,-0.238,13.395,-3.172,2.156,3.654,-2.401,14.301,1.929,4.533,-1.494,9.164,0.661,-2.422,1.746,9.674,1.08,0.893,6.625,-3.618,6.167,-1.755,3.964,1.048,16.32,5.909,-4.509,5.829,0.395,-6.168,-1.165,-3.583,-0.048,11.072,-0.695,13.193,14.212,10.007,12.207,13.715,2.398,2.964,3.057,-1.714,15.336,5.512,7.01,11.581,0.129,-3.87,-4.564,1.951,9.829,10.608,12.891,-0.632,4.254,2.895,11.259,17.688,10.209,6.966,-1.114,0.699,3.267,1.312,-1.255,10.154,7.742,10.956,11.275,-1.193,-1.802,-0.729,11.651,1.857,11.2,10.087,6.173,11.336,8.965,-0.549,1.695,5.751,0.467,3.147,11.146,13.784,-2.696,-0.609,10.625,8.971,-2.216,6.407,11.827,10.115,10.989,11.698,1.787,1.755,9.336,2.521,10.297,10.629,-7.02,-0.406,4.32,13.09,-5.069,11.91,13.768,-4.234,-0.681,-0.838,-1.41,3.744,3.915,11.769,-0.118,2.347,-4.435,9.798,7.459,12.07,6.23,12.367,14.904,13.216,-0.011,7.948,-2.049,4.236,16.178,-2.648,9.19,2.079,-2.281,-2.503,6.709,1.504,11.808,-1.777,-2.772,8.414,11.928,-3.241,15.202,5.893,-0.641,3.32,2.55,-3.483,-2.849,-0.151,0.521,0.714,1.013,-1.874,-1.26,9.983,-1.162,10.179,7.515,1.358,9.777,-4.781,-2.518,8.078,-0.132,10.045,8.152,0.349,2.819,3.491,-0.638,4.163,11.25,-1.928,10.271,-3.349,1.085,0.678,9.491,0.24,-2.932,10.291,-3.472,2.335,8.061,0.588,-2.83,0.323,2.943,4.481,-0.437,-1.308,-3.436,11.612,5.887,1.702,-1.127,0.188,-1.275,-0.64,1.317,-1.901,7.835,7.742,-1.249,3.101,16.238,8.446,-2.174,11.213,13.147,-1.039,4.019,12.862,8.226,-4.219,8.467,-0.815,6.749,-2.992,7.599,-4.133,2.045,1.274,3.216,1.24,1.462,3.355,-1.676,-2.076,3.801,0.471,-1.226,1.155,1.379,2.619,3.124,-3.626,-1.525,-1.325,1.346,-0.93,1.687,-0.492,1.931,1.103,-1.05,-0.01,0.012,0.006,2.018,1.561,3.984,-1.72,0.941,-1.954,-4.319,-0.675,2.704,-2.952,1.707,0.554,-0.223,2.885,0.619,-2.245,-0.557,1.558,-0.935,0.355,0.618,1.551,1.924,1.123,2.982,2.854,-0.128,-0.348,-0.287,-1.0,-0.523,2.358,0.769,-0.527,-0.284,-0.744,-1.507,1.456,3.403,0.282,-2.357,-1.563,6.072,-3.445,-1.913,-1.222,-1.95,-1.666,-1.31,-3.482,-3.269,1.279,-2.391,-4.313,0.607,-2.001,0.229,-1.356,0.027,-1.639,-1.126,-0.527,-3.115,-0.418,-3.649,0.257,1.143,-2.071,0.526,-0.634,-0.897,3.931,-0.209,-1.576,-3.358,5.15,-4.3,2.965,-0.193,3.351,-2.057,-3.685,-5.757,3.455,-3.936,0.175,-0.834,3.904,1.197,2.521,-0.947,-2.31,0.254,-1.286,0.103,-3.341,-0.638,-1.513,0.602,1.593,-3.259,-1.047,2.196,0.314,-2.5,0.964,-1.776,-0.977,-1.519,0.055,-2.377,-0.865,-2.672,-1.291,3.067,-0.37,1.427,-2.383,-2.207,0.988,0.871,-2.858,-0.979,1.854,1.108,-4.306,-1.193,-0.618,-2.271,2.787,1.202,-0.718,-2.431,-0.726,-2.028,-4.474,-0.381,-0.343,-1.356,-5.412,3.352,1.186,-1.097,-3.839,-1.292,-3.825,-2.2,-3.879,-1.792,-1.833,-1.337,1.623,-2.04,-3.294,0.573,1.272,-5.277,-0.815,5.116,0.559,-4.625,-0.548,-1.53,-0.935,-1.201,-1.081,-2.7,0.193,0.258,-3.452,-3.668,-2.684,2.672,-1.696,-0.218,-1.037,-1.12,11.013,0.413,1.866,-3.055,-2.76,-5.599,-1.251,0.922,-3.875,-3.16,-0.955,-3.282,3.017,-2.662,0.144,-0.75,-1.57,1.984,0.968,-3.767,-3.033,-0.748,0.579,2.159,1.725,2.054,-1.657,-2.808,0.948,-3.097,5.239,9.947,3.437,6.362,4.319,15.427,10.063],"base_top":[[34,22.707],[47,20.973],[760,19.458],[7732,19.048],[2064,18.909],[3733,18.853],[332,18.11],[25944,17.992],[50821,17.688],[10865,17.57]]},"positions":{"tokens":[34,1798,3865,81,369,264,6150,7465,421,16545,5081,5568,11,15048,5265,310,836,39544,3712,321,50344,3749,13,5514,513,279,1328,7715,3069,18833,3865,81,25,271,13962,220,16,13,48769,50633,321,65306,362,198,760,1379,4047,2781,364,3865,12277,369,310,1438,18833,46149,8204,13,3095,264,7993,369,35772,11,30509,11,466,40713,11,424,3428,18652,13230,4649,1472,24602,7787,1040,728,22460,466,3865,12277,13,1061,27163,20569,4950,13653,430,264,5629,328,19887,42119,9856,1,421,8346,18717,279,21896,1785,321,7698,17517,13,271,13962,220,17,13,51499,289,321,6017,51028,2074,198,47,19826,369,264,1304,314,2972,36088,20358],"text":["C","ats"," pur","r"," is"," a"," complex"," behavior"," that"," serves"," multiple"," functions",","," primarily"," related"," to"," their"," evolutionary"," history"," and"," physiological"," needs","."," Here"," are"," the"," key"," reasons"," why"," cats"," pur","r",":","\n\n","###"," ","1","."," Stress"," Relief"," and"," Relax","ation","\n","The"," most"," common"," reason"," for"," pur","ring"," is"," to"," help"," cats"," relieve"," stress","."," When"," a"," cat"," is"," anxious",","," stressed",","," or"," overwhelmed",","," it"," often"," releases"," excess"," energy"," through"," vocal","izations"," like"," me","owing"," or"," pur","ring","."," This"," rhyth","mic"," sound"," acts"," as"," a"," natural"," \"","bre","athing"," exercise","\""," that"," helps"," calm"," the"," nervous"," system"," and"," reduce"," anxiety",".","\n\n","###"," ","2","."," Digest","ion"," and"," Met","abol","ism","\n","P","urring"," is"," a"," form"," of"," **","bio","feedback"],"proj":[[3.103,-1.5244,7.7107,7.4711,-0.9025,-0.8551,-0.5029,-1.0927,-0.068,-1.3158,-0.2294],[-1.8833,-1.2927,7.4829,11.9492,-1.7183,-0.8546,-0.6734,-0.6457,-0.3968,-1.518,-0.0845],[-0.9306,-1.1053,8.1603,15.738,-3.658,-0.5269,-0.4116,-1.7198,-0.365,-2.2401,-0.0941],[0.2487,-0.8111,6.0437,11.6912,-2.5353,0.8358,0.4388,-0.7952,-0.4134,-2.8701,0.3856],[-0.5901,0.5137,5.8142,16.0327,-4.1707,-0.4817,2.1383,-1.3487,-0.425,-2.7821,0.1585],[0.2366,0.324,6.6251,15.9606,-1.5019,-0.515,-0.1234,-1.2749,-0.3389,-2.089,0.1721],[-0.3616,1.6212,5.3723,12.5969,-0.8377,-0.6004,-0.0595,-1.3749,-0.2483,-1.3411,0.2089],[-0.4157,2.01,6.7754,13.8154,-0.9875,-0.5823,-0.833,-1.4329,-0.3261,-1.4981,0.7781],[0.6337,-0.5134,6.0197,15.1232,-1.7531,0.687,-1.9875,-1.4637,-0.3975,-1.8328,0.5785],[1.3551,1.6376,5.5185,14.1264,-2.6449,0.5849,-1.4774,-1.1542,-0.2744,-2.3122,0.5661],[0.3746,-0.6893,7.5773,17.6232,-2.0283,1.0009,-0.3448,-1.6588,0.1835,-2.1465,0.1736],[-1.9323,-0.1628,7.5068,16.9874,-2.0237,-0.1304,-0.0636,-1.246,-0.3574,-1.127,0.2756],[-0.9932,-0.4354,5.5469,15.3028,-1.3631,-0.0745,0.5628,-1.9756,-0.5583,-2.259,0.1959],[1.1052,-0.7427,5.777,15.3938,-2.4594,-0.6943,-1.7527,-2.0723,-0.5341,-2.2571,0.7924],[-0.12,-1.0105,6.5192,16.6548,-1.4574,0.7027,-1.0648,-1.5323,-0.476,-2.3059,0.6444],[-0.9928,1.1412,6.084,14.9671,-1.3128,1.11,0.4851,-1.5889,-0.2258,-1.9297,0.2489],[-0.6608,1.3917,5.0309,13.1206,-0.8839,0.0304,-1.5066,-1.9578,-0.1465,-1.5963,0.2959],[-1.6825,0.8069,5.2108,14.0157,0.3497,1.1284,-1.8676,-1.2301,-0.0934,-1.4345,-0.0557],[-2.0862,-0.9773,6.7226,14.9197,-1.4497,-0.5504,-2.6223,-0.8544,0.605,-1.1556,0.4271],[-1.8138,0.7565,6.2656,16.6255,-0.9255,0.3343,-1.5527,-1.4956,-0.1977,-2.3342,0.2762],[-0.9032,2.0323,5.4539,13.9425,-1.165,-0.0955,-1.5484,-1.3068,-0.296,-1.3713,0.4359],[-1.7362,0.7973,7.7367,15.7283,-2.4851,0.0705,-0.8928,-1.3871,0.5211,-1.064,0.3835],[-1.6146,-0.7905,6.9495,18.7181,-1.6472,-0.4172,-0.3935,-2.0191,-0.2923,-2.2892,0.2943],[2.3619,-3.1271,4.9156,13.2355,-2.365,-0.5284,-1.2756,-1.8187,-0.0798,-1.6807,0.2877],[-0.6033,-1.1709,6.0965,16.7998,-3.0984,-0.4978,1.9157,-1.6058,-0.0155,-2.0758,0.1603],[-1.4504,-0.9701,6.8956,18.5133,-3.4393,1.0851,1.1786,-1.5375,-0.3122,-2.0507,0.228],[-2.7281,-1.4387,7.0279,18.1157,-2.7805,1.1622,0.5893,-1.6131,-0.4243,-1.4895,0.2388],[-2.9725,-0.8059,7.6183,18.549,-3.0291,-0.2773,-0.5769,-1.4275,-0.3297,-0.8693,0.3759],[-1.48,-2.2493,7.3493,17.9136,-2.9782,-1.0104,-2.1789,-1.951,-0.1453,-1.9741,0.0749],[-1.1637,-2.7266,8.472,18.247,-2.0953,-1.4312,-1.7588,-2.1117,-0.1016,-2.0767,-0.5475],[-1.3439,-0.9402,7.2828,14.969,-3.7998,0.1706,-0.4547,-1.6978,-0.3886,-2.2096,0.0706],[-0.9415,-1.3027,6.1544,12.7635,-2.7032,0.5882,0.063,-1.0715,-0.2654,-2.9269,0.3837],[-2.8378,-0.4273,7.2295,18.8368,-4.0954,-0.9385,0.7769,-1.9562,-0.1241,-2.6776,0.1066],[-0.7902,-2.4115,7.1524,17.7419,-3.1185,-1.2053,-0.6948,-1.4805,0.0065,-1.867,0.0763],[0.6868,-3.2291,10.2042,14.4732,-4.7781,-0.3024,-1.0817,-0.8129,0.031,-1.2678,0.1635],[-1.6369,-2.1506,8.8902,17.8214,-3.093,1.2883,0.3112,-0.8872,0.0778,-1.0799,0.3015],[-1.1091,-2.1956,12.0604,17.7386,-3.7507,0.6258,-0.6805,-0.4632,0.1858,-0.8996,0.073],[-0.7884,-0.4216,6.2551,12.5815,-0.7473,0.9041,-0.3508,-0.9386,0.0257,-1.0165,0.1461],[-0.0269,-0.2039,5.0698,12.1402,0.0489,0.9701,0.2428,-0.7895,-0.4147,-1.1208,0.2749],[-0.1512,-0.1489,4.8386,12.3096,-1.3073,0.738,-1.2038,-0.8478,-0.1466,-1.3556,0.0393],[-0.3246,-0.6403,6.608,15.4618,-2.1508,-0.1376,-0.2275,-1.3548,-0.4246,-1.7132,0.0097],[0.3726,0.9291,4.4019,9.7734,-0.6245,-0.355,-0.9487,-1.1096,-0.1744,-0.748,0.491],[-1.0936,-1.1544,8.3578,18.3043,-1.4265,1.3732,0.0345,-1.6974,0.0719,-1.5137,0.0171],[-0.7686,-1.5067,6.4835,16.566,-2.7112,-0.1619,1.6361,-1.5188,-0.4312,-1.699,-0.0696],[2.9595,-2.176,7.6517,10.1906,-2.3003,-1.2117,-0.4189,-1.1784,-0.3076,-1.5934,-0.0254],[-1.2663,-1.2937,7.0085,15.9546,-0.6559,-0.4877,0.3267,-1.1194,-0.1933,-1.8988,-0.7039],[-0.1083,-1.5883,5.6025,15.1097,-1.6904,0.0377,0.2224,-1.4839,-0.101,-1.0022,0.1647],[-0.5184,-0.4948,7.6967,17.6046,-1.7303,-0.7944,-0.2803,-1.3832,-0.235,-1.6677,0.2359],[-0.3216,-2.7587,7.5733,17.1939,-1.9907,-1.5564,-2.0363,-1.5509,-0.1491,-2.0599,-0.3863],[-0.4767,-2.2053,8.2491,16.981,-1.4217,-0.72,-0.8002,-1.6608,-0.2133,-1.8835,-0.5136],[-0.2731,-0.6246,5.5602,9.3337,-0.7249,0.7979,1.2813,-0.1645,-0.1726,-2.4602,0.5094],[-0.2008,-1.9969,7.0687,17.883,-1.997,-0.712,-1.6965,-1.3133,-0.6385,-2.2319,-0.2035],[1.5441,-0.5096,5.7966,13.0153,-1.0415,0.1664,-1.5627,-1.4458,-0.3145,-1.9208,0.0357],[1.6202,-0.097,5.4129,11.9298,-1.3542,0.7088,0.2535,-1.5127,-0.6925,-2.3558,0.2187],[1.385,-1.3179,5.5477,12.953,-1.4988,0.0437,-0.6894,-1.5695,-0.7519,-1.8834,-0.5536],[1.0645,-0.16,5.7463,11.907,-0.9727,1.1558,-0.0651,-1.4838,-0.5216,-2.0046,0.0217],[0.3029,0.1415,6.6328,16.2965,-1.519,-0.9859,-3.4113,-1.681,0.0397,-1.4706,-0.247],[-0.7768,-1.286,5.6715,16.0314,-0.5093,-0.5059,-2.1956,-1.5134,-0.261,-2.2588,-0.2407],[2.557,-0.9997,2.4387,10.6951,-0.1522,-0.6694,0.4249,-1.8168,-0.302,-1.7958,0.0354],[1.2447,-1.8489,5.0736,14.4344,-0.1222,0.045,-2.0873,-1.9991,-0.2942,-1.9515,-0.7786],[-0.8711,-0.1312,6.2141,15.8436,-1.9411,-0.8882,-2.1015,-1.7795,-0.0993,-1.5074,-0.8581],[0.8814,0.8879,5.1773,12.0995,-1.1938,0.5739,-1.8054,-1.6044,-0.2334,-1.8499,-0.0579],[-0.1201,1.4801,3.6489,10.1097,-0.1135,1.3796,-1.9817,-1.4987,-0.1422,-1.473,-0.4761],[-1.0236,1.3242,5.7075,14.7353,-1.9332,-0.1643,-1.0681,-1.0796,-0.079,-1.9982,-0.1327],[0.3931,2.9867,2.2208,7.1887,-1.1213,0.0346,-1.1892,-1.143,0.0802,-1.0917,-0.1592],[-1.348,-0.0372,6.4554,16.8592,-2.1424,-0.396,-1.1523,-1.1582,0.1716,-1.8894,-0.1468],[-0.3319,3.0168,3.8932,9.545,-1.0665,0.5109,-1.0937,-0.9381,-0.0172,-1.3644,-0.2798],[1.1091,3.6922,2.5707,7.839,-0.7955,0.9129,-1.8721,-1.1437,-0.0892,-1.3303,-0.4365],[0.4265,-0.5361,5.2856,17.1223,-1.6266,-1.0056,-1.243,-1.738,-0.4733,-2.5696,-0.2532],[0.927,-0.5651,5.2851,14.7476,-1.8485,-0.4258,-0.8927,-1.7534,-0.1514,-2.3627,-0.3215],[0.7243,2.1263,5.9108,12.6441,-1.8874,0.0556,0.1504,-1.2212,-0.2354,-2.0646,0.194],[1.7283,2.3292,4.7504,9.8325,-1.8319,0.4189,-0.5043,-1.1278,-0.1775,-1.88,0.1164],[0.7503,1.8359,4.0879,11.4256,-0.152,-0.895,-1.7755,-1.6751,0.1235,-1.641,-0.6839],[-0.5559,1.771,4.6519,12.8623,-1.1335,-1.19,-0.3894,-1.6685,-0.0465,-1.3319,-0.3238],[-0.4702,-0.5038,4.6557,14.6005,-1.7749,-0.6738,-2.0692,-2.0067,-0.2077,-2.633,-0.3109],[0.5069,0.611,5.286,11.85,-1.1718,-0.5836,-0.6314,-1.7799,0.0606,-1.8445,-0.4061],[-0.5034,-0.1691,6.3624,14.7854,-0.5694,-1.2538,-0.0788,-1.0985,0.0771,-1.5764,-0.2796],[-0.5896,-1.4703,7.1844,17.6338,-1.1498,-0.1148,-1.0634,-1.806,-0.3203,-2.899,-0.1963],[0.1218,0.3807,6.4794,8.2598,0.2972,0.6606,-0.5355,-1.3815,0.2051,-1.9353,-0.444],[1.8931,0.3562,3.0944,3.5126,1.0245,-0.747,-0.108,-1.1748,0.1343,-1.2143,0.6639],[-1.6316,-0.143,7.8674,15.4786,-1.4724,-0.3878,-1.3329,-1.4699,-0.1476,-2.7117,0.1038],[-0.7776,0.8704,5.3445,7.436,-0.3104,1.0571,-1.1894,-1.3473,0.1099,-1.7606,-0.2606],[0.2125,0.514,3.4845,5.6178,-0.0238,0.8407,1.0448,-0.0118,0.0562,-2.6348,0.6124],[-1.3482,-1.1947,6.9913,17.7582,-2.1814,0.2676,-1.0332,-1.7486,-0.1476,-2.7475,0.06],[1.3103,-2.0089,4.2393,13.2258,-1.2063,0.2317,0.2752,-1.5321,-0.3685,-1.8446,0.2413],[-1.0057,0.957,5.4988,14.4311,-0.8643,-0.9635,0.5542,-0.9989,-0.3486,-1.9062,-0.3947],[-1.2399,-2.7076,7.5647,14.5711,0.3991,1.169,1.1067,-0.732,-0.1297,-2.2357,0.3699],[-1.0132,-1.1219,6.7714,13.2276,-0.664,-0.1003,-0.475,-1.0032,-0.3729,-1.8664,0.0815],[-0.339,0.2539,5.632,12.9153,-1.0649,0.2879,0.1847,-1.2391,-0.4655,-2.1441,0.2714],[-1.0234,-1.8277,6.8027,17.0601,-1.0184,0.1335,-0.1352,-1.4075,-0.104,-2.2635,-0.1355],[-0.409,-0.0931,6.24,14.6699,-0.3193,-0.3247,0.5056,-1.4758,-0.2118,-1.7038,-0.0517],[-1.0315,0.2151,5.3912,12.4136,-0.1665,-1.5662,-0.717,-1.1042,-0.2716,-0.8099,-0.1285],[-0.7074,0.6398,6.1825,12.4659,-0.7336,-1.7021,-0.8496,-1.1528,-0.3306,-1.2714,-0.0619],[-0.0123,0.3264,10.3454,10.6294,-1.0381,-1.7315,-1.2098,-0.8712,-0.2569,-0.6825,0.0086],[-0.5284,0.3614,4.786,8.5145,0.1395,-1.4194,2.6894,-0.6694,-0.1423,-1.0627,0.8236],[-1.2266,0.2719,6.1251,12.996,-1.3544,0.1886,1.2028,-0.7127,-0.4181,-2.0087,0.5295],[-1.6915,-0.2835,7.1688,17.2476,-1.849,-0.1259,-1.4263,-1.0616,-0.3135,-2.2613,0.303],[-0.3424,0.1187,4.3464,14.6962,-1.3851,-0.3049,0.2062,-1.3726,-0.7448,-2.3927,-0.1476],[0.4077,0.9269,3.3164,10.6359,-0.3199,0.5717,0.1164,-1.2393,-0.6431,-2.0189,0.4385],[0.759,-1.3947,4.6879,10.6896,-0.6471,0.3177,1.0856,-1.3932,-0.85,-2.1521,-0.046],[0.1476,-1.1995,7.4834,16.7358,-2.652,-0.4255,-2.8192,-1.664,0.0911,-1.5842,-0.7112],[-0.31,-0.021,6.4927,15.6572,-2.1114,0.125,-2.2524,-1.4829,0.198,-1.2718,-0.6805],[-0.6784,0.2552,7.6309,17.8917,-1.4868,-0.2522,1.6572,-0.9513,-0.0048,-1.6921,-0.0149],[-1.677,-1.3722,5.2521,15.15,-0.0119,-1.0336,-1.5744,-1.7853,-0.579,-2.2576,-0.2869],[0.2967,0.0185,4.4373,12.6566,-1.1055,0.4451,-0.7054,-1.6015,-0.8164,-1.8119,0.0202],[0.3631,0.8091,6.8236,13.0275,-2.1846,-1.4417,0.4478,-1.7531,0.1083,-1.4749,-0.0412],[-3.3492,-1.0264,4.9466,15.0968,-0.2699,-0.9101,0.4909,-1.4462,-0.5396,-2.2279,-0.0642],[1.3996,-2.2767,4.0146,13.9088,-1.2843,-1.022,-0.2031,-1.9225,-0.3247,-1.629,-0.0758],[0.2511,-2.6764,9.8626,15.7829,-4.2486,-0.7424,-2.0016,-1.2851,0.1181,-1.3472,0.0422],[-4.266,-3.1227,10.6149,21.9432,-3.2924,0.2596,0.1811,-1.0943,0.1496,-1.5202,0.0997],[-3.1694,-0.538,11.2828,17.4203,-2.6246,1.268,-1.3546,-0.9992,-0.1517,-1.2117,-0.3702],[-0.5704,0.5681,5.9454,13.4696,-1.0903,0.7324,-0.9194,-1.351,-0.3435,-1.0692,-0.1112],[0.3736,0.8881,4.3801,11.1592,-0.0384,0.567,-0.6177,-1.2255,-0.4138,-1.1635,0.2914],[0.5739,0.0773,6.8343,15.5677,-0.7292,0.4948,1.8428,-1.8581,0.1463,-1.3286,0.3338],[-0.0692,1.3227,6.6628,14.9615,-1.0028,0.245,0.9231,-1.7421,-0.3575,-1.7472,0.4195],[1.3476,2.3655,4.3359,10.8152,0.3571,0.2717,0.4471,-2.1524,-0.2296,-1.5343,0.3113],[-0.1125,0.2853,8.7302,14.3083,-0.7986,-0.1059,0.6302,-1.381,-0.0901,-0.7768,0.4407],[-0.2384,0.1597,8.2925,16.7784,-0.1249,0.5731,1.9492,-2.3684,0.3779,-1.2506,0.0633],[-0.9337,0.1654,6.949,15.4934,-1.2954,0.564,2.3671,-1.5165,-0.3446,-1.5998,0.509],[2.7329,-1.5829,6.523,8.2911,-0.4312,-1.159,-0.3667,-1.2633,-0.197,-1.6487,-0.1502],[-0.4478,-0.5509,6.8136,7.3467,-0.8161,-2.3957,1.6672,-0.177,-0.4308,-1.6794,0.1182],[0.0377,0.1242,5.2987,13.9706,-1.3256,0.8344,-0.0484,-1.6402,-0.7521,-2.4457,0.2648],[0.3393,-0.2775,4.9727,14.515,-0.2234,-0.0016,0.0299,-1.4614,-0.4428,-2.009,-0.1361],[-0.2589,0.2575,5.8161,14.1703,-1.0985,-0.2257,-0.2454,-1.4403,-0.4239,-1.6339,0.1014],[-0.8882,0.1208,7.2114,15.881,-1.1482,0.848,0.2932,-1.3789,-0.1679,-1.9317,0.099],[-0.7995,0.2051,6.4031,14.5301,-1.5834,-0.2761,-0.4772,-1.3808,-0.3804,-1.6904,0.0074],[0.019,-0.6846,10.5509,11.1794,-1.3972,-0.9816,-1.4247,-0.8612,-0.3044,-1.5102,0.0535],[-1.0732,-0.2726,8.1932,12.5182,-1.8526,-1.017,0.7627,-1.2305,0.2358,-1.8165,0.235]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"Cats purr is a complex behavior that serves multiple functions, primarily related to their evolutionary history and physiological needs. Here are the key reasons why cats purr:\n\n### 1. Stress Relief and Relaxation\nThe most common reason for purring is to help cats relieve stress. When a cat is anxious, stressed, or overwhelmed, it often releases excess energy through vocalizations like meowing or purring. This rhythmic sound acts as a natural \"breathing exercise\" that helps calm the nervous system and reduce anxiety.\n\n### 2. Digestion and Metabolism\nPurring is a form of **biofeedback","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":34,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"Cats purr is a complex behavior that serves multiple functions, primarily related to their evolutionary history and physiological needs. Here are the key reasons why cats purr:\n\n### 1. Stress Relief and Relaxation\nThe most common reason for purring is to help cats relieve stress. When a cat is anxious, stressed, or overwhelmed, it often releases excess energy through vocalizations like meowing or purring. This rhythmic sound acts as a natural \"breathing exercise\" that helps calm the nervous system and reduce anxiety.\n\n### 2. Digestion and Metabolism\nPurring is a form of **biofeedback","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":34,"identical_to_original":true}}},{"id":"prose2-03","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Describe how rain forms in clouds.","tools":[],"prompt_tokens":30,"decision":{"rms":0.3792195812115924,"sumsq":147.25784655287862,"hb":[0.08855,0.06929,-0.8126,-0.13747,-0.39803,0.08289,-0.48155],"lse":25.986702755751107,"logits":[15.178,12.914,8.961,16.083,12.286,11.546,11.081,10.224,11.165,9.203,10.776,10.248,17.562,12.695,14.262,13.939,13.934,12.884,13.232,14.42,15.243,13.739,13.347,12.788,12.33,15.52,20.409,13.521,13.743,14.442,14.983,11.187,10.895,9.977,6.067,6.801,6.765,9.225,5.745,5.329,7.493,6.649,4.794,11.06,4.443,5.593,5.934,5.798,3.428,20.451,1.788,1.571,2.507,2.498,3.736,5.374,1.195,9.552,13.058,8.185,0.591,21.242,3.741,3.513,4.09,6.149,0.058,15.442,-2.801,22.454,7.126,4.279,14.337,-2.077,14.325,1.389,10.267,5.332,6.8,11.22,12.797,3.643,12.504,13.793,14.449,4.862,4.293,3.066,11.669,8.609,1.132,9.036,21.438,6.802,8.206,14.027,14.748,-3.908,3.796,3.387,12.792,12.608,-1.966,5.684,-0.487,14.749,16.992,1.297,5.186,12.381,-0.164,10.288,18.142,6.126,12.38,15.683,16.039,7.496,10.806,5.979,15.725,11.874,19.142,12.723,18.024,3.654,0.701,12.156,10.274,12.042,-0.73,9.054,-1.819,7.444,9.642,5.325,5.905,17.794,2.399,12.592,10.692,15.63,13.997,6.761,-1.965,10.188,15.173,2.478,14.649,3.078,0.563,10.749,5.33,12.762,13.64,7.704,6.391,2.316,11.518,8.863,12.002,0.295,13.345,-2.337,12.928,-0.762,7.323,3.285,-6.114,6.195,15.313,14.668,18.446,11.482,2.125,4.527,4.125,13.823,14.943,7.243,11.8,1.478,3.996,1.962,13.298,10.214,10.919,11.258,-0.354,17.871,15.01,-1.089,21.48,2.95,2.693,7.04,11.758,13.95,11.022,0.534,13.615,9.725,10.548,2.313,12.66,12.038,9.011,3.48,3.019,16.222,3.273,12.785,12.895,0.7,8.201,2.008,-2.064,-2.734,1.144,5.542,4.953,7.203,8.138,2.709,4.598,11.449,4.917,1.888,0.466,7.638,3.798,-3.939,-1.298,12.488,13.799,12.734,3.385,12.172,11.006,12.089,4.414,-2.161,3.81,2.062,-0.482,9.429,-1.324,-1.001,5.297,14.833,1.022,6.989,13.18,12.448,9.393,-5.937,9.673,10.631,10.949,18.664,4.802,11.953,0.434,1.922,0.088,8.983,0.501,16.813,8.328,17.919,0.683,2.897,-0.407,1.692,0.921,11.972,11.579,-1.634,11.468,-1.286,6.586,12.24,4.089,3.242,11.222,8.731,-0.639,5.206,15.108,11.132,-0.444,11.054,11.013,5.214,10.345,9.896,3.763,12.761,15.897,10.549,15.288,8.834,2.666,14.695,11.959,11.838,4.747,8.392,-0.911,14.438,13.017,5.525,16.334,12.422,0.858,-3.077,14.261,1.155,-1.577,-1.941,3.694,13.741,8.283,12.357,2.756,11.928,-0.398,-1.367,11.308,12.335,14.731,3.601,4.767,13.937,11.124,2.091,15.139,2.649,1.95,9.909,0.497,7.633,7.278,6.36,3.598,7.354,15.409,0.071,6.07,-3.346,7.106,1.332,-2.262,-0.895,-1.181,16.015,11.113,17.233,10.301,11.008,-2.099,6.891,-0.872,1.629,11.811,3.418,6.378,0.529,2.254,0.531,9.769,4.635,1.312,9.52,15.923,-0.121,13.115,16.811,20.718,16.12,1.562,-0.298,12.523,0.627,10.948,12.558,-2.597,-1.897,2.023,9.913,12.409,7.26,10.913,15.641,-1.417,10.002,13.81,12.541,4.04,-1.265,4.209,-0.534,10.005,10.7,14.574,-0.017,9.543,9.638,-0.041,-0.065,13.625,10.725,3.421,1.579,11.786,13.661,-4.242,9.07,11.091,10.729,6.802,12.101,0.156,0.067,1.892,14.372,0.277,0.526,11.811,-2.008,13.787,14.065,-2.288,7.292,3.645,4.988,8.522,2.865,11.528,11.145,14.586,4.024,8.8,6.507,-0.131,0.805,12.374,0.426,14.003,-1.132,13.916,-3.884,16.575,-5.453,-0.023,0.191,13.085,9.079,12.426,-1.586,3.609,14.512,3.639,9.453,7.019,4.989,0.752,2.655,11.788,10.835,11.045,13.136,12.04,-2.438,-1.243,0.558,2.229,15.656,13.14,-2.509,5.444,9.937,11.706,3.448,19.466,14.926,-2.775,6.757,15.4,10.5,17.529,2.192,13.395,1.249,9.178,7.984,13.079,2.082,12.34,0.408,11.255,3.692,12.917,10.524,1.536,5.013,0.659,9.309,11.42,13.147,3.063,11.376,1.124,0.518,11.4,3.946,2.444,13.931,0.786,14.485,11.055,2.655,3.312,-0.198,7.917,12.891,-1.589,-3.776,11.524,8.617,2.057,13.677,4.005,-0.548,0.707,5.057,3.641,0.183,10.845,2.17,14.102,-2.534,-1.652,4.786,-2.497,3.924,14.17,12.076,5.146,3.231,-0.575,11.717,-1.808,2.941,5.198,13.358,0.513,12.544,-0.816,7.499,11.761,3.173,-0.989,2.692,11.884,16.227,1.891,4.338,13.453,-1.175,-1.183,3.669,-0.68,16.015,3.879,1.863,-1.664,14.97,2.972,-2.807,-1.967,9.385,3.815,-0.287,13.536,-1.836,6.059,-2.035,2.893,1.022,10.434,6.872,-2.237,4.873,2.664,0.683,-2.769,-3.118,4.644,11.19,1.183,11.148,13.588,9.955,15.283,12.149,3.556,1.295,-0.976,-0.183,14.05,2.976,8.379,16.912,-1.069,0.266,-3.514,6.556,13.307,10.322,12.253,1.624,6.632,2.265,11.788,16.383,7.252,10.187,-3.409,1.952,2.136,-0.272,0.417,13.578,9.522,12.041,12.37,-1.073,-2.012,1.603,10.452,0.286,11.359,11.669,10.743,14.481,25.898,-0.918,2.803,18.402,1.587,1.725,11.578,12.153,-3.286,-0.753,13.725,9.756,0.853,3.432,10.717,12.62,7.555,11.541,1.45,1.612,14.178,1.125,13.298,12.158,-4.685,-2.713,3.348,12.991,-1.262,11.052,14.33,-1.004,1.1,-1.914,2.82,3.384,4.95,8.281,2.21,-0.024,-1.325,17.476,7.876,13.118,7.348,13.47,16.762,13.666,0.171,13.166,-2.439,5.508,14.158,-0.069,9.454,1.202,-1.515,-0.089,9.35,0.033,9.361,1.687,-0.674,6.199,10.511,-1.552,15.773,9.21,0.822,1.387,2.507,-2.803,1.478,1.349,0.226,0.657,2.031,-0.816,1.651,11.82,-1.016,10.916,7.812,0.02,15.19,-3.6,-1.73,7.164,-2.425,10.737,7.803,-2.147,5.503,2.176,2.489,1.658,13.253,-1.83,9.823,0.297,2.545,3.159,12.138,-0.615,-2.047,9.953,-5.237,0.37,4.824,-1.55,2.553,-1.485,2.451,3.777,-0.34,1.235,-3.829,15.903,9.169,3.306,0.587,0.292,-4.162,1.261,1.411,-0.71,6.292,9.024,-0.232,-0.631,12.018,10.772,-1.066,10.671,14.828,2.011,3.468,8.325,9.117,-1.677,10.142,-0.304,9.433,2.102,11.75,-6.035,-1.001,0.547,6.198,3.099,-1.176,2.75,0.118,1.327,-1.225,2.359,4.973,2.387,1.052,2.852,1.469,-4.532,-0.422,5.486,3.667,-0.778,-0.262,1.775,0.524,0.904,-0.63,-0.672,0.506,-1.016,-0.844,0.41,2.709,0.693,2.535,-2.078,-1.661,1.527,2.565,-2.602,0.068,-3.161,-1.057,7.802,0.18,-2.555,2.101,-0.625,-0.391,2.117,0.205,2.804,4.038,2.17,4.028,3.004,-0.222,0.682,-1.412,1.127,1.482,-1.993,3.397,-0.283,-2.654,2.829,2.998,-0.878,2.319,0.528,-1.338,-1.094,5.478,-2.962,-0.08,-1.848,-0.74,0.392,-2.714,-0.26,-3.49,-0.96,0.619,-0.931,1.634,4.01,0.654,0.95,1.322,-0.685,-0.472,-0.51,0.209,1.663,-2.146,1.804,1.161,-2.45,2.245,-2.775,1.831,6.537,0.147,-2.506,-4.053,6.437,-1.595,0.961,-0.909,2.913,-1.253,-1.697,-2.613,5.141,-1.29,1.304,0.162,1.741,1.063,5.247,-0.27,3.414,2.314,-0.715,0.423,-0.832,0.111,-1.624,0.248,1.453,-2.016,-0.886,2.433,0.242,1.793,-0.203,-0.052,-0.246,-0.576,3.752,2.068,1.449,4.827,-3.686,1.105,1.539,3.536,0.739,-1.155,1.639,1.611,-2.558,0.096,3.442,1.136,-1.698,-2.962,-0.625,0.22,2.182,2.56,-1.355,-4.149,-0.816,-2.024,0.901,0.887,1.843,-1.755,-6.367,3.923,0.869,1.787,0.762,-1.718,-5.216,-1.148,-3.118,-1.379,-2.503,0.686,1.561,-2.757,-2.046,-0.289,2.257,-0.028,-3.137,2.423,1.456,-3.698,0.765,-2.558,3.327,-2.047,-1.508,-2.107,1.348,3.342,-1.615,-1.447,-1.49,4.496,-1.449,0.75,-2.713,-2.283,10.671,-0.147,5.711,-0.367,-1.962,-0.459,-0.322,2.38,0.736,-4.115,0.289,-1.903,1.285,-0.413,-1.096,-4.864,0.35,3.191,1.255,2.057,-2.367,-0.176,-0.45,2.251,3.705,-0.355,-1.499,0.234,3.668,-0.806,7.743,12.753,5.207,6.636,5.705,18.998,12.131],"base_top":[[57044,25.898],[760,22.454],[4350,21.48],[1206,21.438],[623,21.242],[15582,20.718],[332,20.451],[49,20.409],[27336,19.466],[2053,19.142]]},"positions":{"tokens":[57044,7346,303,28552,1472,264,6150,3878,314,6745,321,11153,11036,421,3060,440,279,15752,314,2919,36405,321,42900,7035,13,5514,369,279,2923,13909,28253,1817,25,271,16,13,220,2972,48024,40249,92217,9664,36405,303,279,3594,35937,321,1027,2971,430,424,10480,38453,13,1577,424,1027,2971,11,279,2919,36405,10263,1083,14058,2919,6756,86412,13,1061,1817,369,2512,2972,1252,40249,159034,198,17,13,220,2972,66504,558,7317,92217,3095,279,2919,6756,86412,3512,3349,3213,310,381,7021,539,279,4528,314,279,3594,3294,1070,11,781,4255,680,314,279,9158,13,1061,15218,14058,369,2512,2972,10330,558,7317,159034,198,18,13,220],"text":["Rain"," forms"," in"," clouds"," through"," a"," complex"," series"," of"," physical"," and"," chemical"," processes"," that"," begin"," with"," the"," interaction"," of"," water"," vapor"," and"," atmospheric"," pressure","."," Here"," is"," the"," step","-by","-step"," process",":","\n\n","1","."," "," **","Cond","ensation","**:"," Water"," vapor"," in"," the"," air"," rises"," and"," co","ols"," as"," it"," moves"," upward","."," As"," it"," co","ols",","," the"," water"," vapor"," turns"," into"," liquid"," water"," dro","plets","."," This"," process"," is"," called"," **","cond","ensation","**.","\n","2","."," "," **","Prec","ip","itation","**:"," When"," the"," water"," dro","plets"," become"," large"," enough"," to"," be"," supported"," by"," the"," weight"," of"," the"," air"," above"," them",","," they"," fall"," out"," of"," the"," cloud","."," This"," falling"," liquid"," is"," called"," **","prec","ip","itation","**.","\n","3","."," "],"proj":[[2.5589,-3.7322,10.4224,12.3264,-2.102,-0.932,0.5121,-1.0013,-0.1474,-1.2669,0.1586],[-2.2036,-1.6679,9.3811,18.3873,-1.2004,-2.6366,0.4398,-1.283,-0.2916,-1.9088,0.2759],[0.1338,-3.1277,6.3564,18.5143,-0.9174,-1.0944,-0.4555,-1.7161,-0.3061,-2.5897,0.0084],[-0.833,-1.7873,6.5035,18.2498,-1.1703,-1.9449,-1.5031,-1.2506,0.1433,-1.5591,-0.2828],[0.9213,-3.0696,5.8996,16.1945,-1.7413,-0.0697,-0.2868,-1.5911,-0.4731,-2.4746,0.093],[1.1894,-2.6472,4.1659,14.4019,-0.4456,0.0637,2.2725,-0.9764,0.0769,-2.3194,0.1216],[-0.0002,-2.1714,4.987,14.4927,0.7413,-0.5044,1.3596,-0.6152,-0.1266,-1.4696,0.1069],[-0.4309,-1.0904,6.3361,14.9366,0.3678,-0.1943,0.3569,-0.6546,-0.2444,-1.6682,0.4932],[-0.2131,-2.0176,5.5088,17.1193,-0.8109,0.326,0.967,-0.924,-0.2905,-1.6907,0.2503],[-0.1959,-2.0803,4.2908,14.6669,0.0077,-1.2227,1.5297,-0.7328,-0.2658,-1.1121,0.0692],[-0.4883,-2.8925,7.271,17.6784,-1.2567,-0.2954,0.8706,-0.5385,0.05,-0.6984,0.2757],[-0.9221,-2.4628,7.3846,18.0083,-1.3659,-0.779,0.1796,-1.0132,-0.07,-1.2602,0.3035],[-0.7821,-3.0982,7.0236,17.1468,0.1362,-0.0608,1.8429,-0.5367,-0.0878,-0.7402,0.1538],[-0.482,-3.3081,3.9756,16.0718,-0.4792,0.1347,0.5237,-1.5259,-0.6159,-2.2552,0.2212],[1.7424,-1.8159,4.1648,15.6849,-2.4321,0.2698,0.612,-1.1071,-0.5468,-2.4344,0.3659],[0.6892,-2.2089,5.8102,17.2849,-0.4491,-0.9525,-0.8552,-1.5207,-0.5235,-2.6907,-0.0169],[0.9358,-1.9364,4.8266,15.03,-0.1599,-1.7332,0.7152,-1.0807,0.0476,-1.9407,-0.2053],[0.8379,-2.7406,5.1151,14.5094,-0.1116,-1.4715,0.2721,-0.3102,-0.2393,-1.5307,-0.2709],[-0.2981,-0.8461,6.4542,18.6793,-1.0754,0.4267,-0.3978,-1.3287,-0.0076,-2.1993,-0.0849],[0.9529,-0.3511,4.7835,15.4445,-0.8611,-1.3429,-0.2529,-1.327,0.1479,-1.9059,-0.2916],[-1.5457,-0.1076,6.03,15.559,-0.2001,-1.29,-0.6648,-0.7104,-0.6536,-1.6206,-0.2625],[-0.9082,-1.3791,4.5844,15.7361,0.2724,-1.358,-0.3012,-1.0241,-0.5876,-2.4912,-0.3417],[1.1318,0.3204,4.5892,16.0184,-1.4319,-0.8882,0.4198,-1.4072,-0.0167,-2.3069,-0.2626],[0.0941,-0.9857,6.1154,17.1455,-0.9136,-0.2357,0.7307,-1.2691,0.3332,-1.717,-0.0691],[-0.6802,-1.2762,4.3223,16.9986,0.8444,0.1962,0.3166,-0.9334,-0.0767,-2.2848,-0.1434],[2.2909,-5.1779,4.387,14.5515,-2.658,-0.427,0.4449,-1.6641,-0.1175,-1.8499,0.4399],[-1.0003,-2.4692,5.4086,16.2466,-1.7494,-0.5401,2.8487,-1.3305,-0.0768,-1.8883,0.1606],[0.5679,-2.394,7.5342,19.0676,-2.9723,0.4507,1.1156,-1.475,-0.2937,-2.3113,0.2362],[-0.7305,-2.8994,7.6112,18.9626,-1.6936,0.7089,0.8052,-1.0561,-0.3683,-1.327,0.1603],[-1.4049,-1.8464,9.046,17.1418,-2.454,-2.3213,2.6015,-0.5477,-0.4939,-1.2625,0.7987],[-2.502,-2.4528,9.349,19.0239,-2.7319,-0.6923,0.622,-1.1411,-0.2749,-1.115,0.6038],[-0.8868,-2.4468,8.831,19.0579,-2.4688,-1.2517,0.5025,-1.3107,-0.3588,-1.0638,0.5198],[-2.1288,-3.5912,6.8032,18.4894,-2.2539,-0.2105,-0.3431,-1.8584,-0.3129,-2.2209,0.3307],[-0.2584,-3.3188,7.0844,18.5316,-3.3758,-1.7461,0.703,-1.2042,-0.0562,-1.8137,0.1152],[0.6704,-4.4509,10.2347,15.3219,-4.0808,-0.0201,-0.3909,-0.6656,-0.1731,-1.3714,0.1369],[-1.1008,-2.7154,7.5179,16.0521,-1.6879,-2.2893,-1.0124,-0.9892,0.0251,-1.903,0.2272],[1.6136,-2.3695,5.809,12.0828,0.1639,-1.4406,0.8336,-0.0634,-0.1797,-1.1291,-0.1687],[1.581,-2.149,5.6805,12.8705,-0.3926,-0.5409,0.892,-0.2623,-0.1484,-1.3907,-0.0044],[2.4667,-1.8123,5.6399,8.4679,0.5708,-0.7311,0.2044,-0.0659,-0.0705,-1.3014,0.0337],[1.6054,-0.764,6.1901,12.0035,-0.479,3.5003,0.5943,-0.654,-0.3416,-0.9977,-0.0503],[-0.7611,-1.4122,4.3889,14.0867,-0.2144,1.7785,0.433,-0.9146,-0.4421,-2.1904,0.22],[2.2093,-2.0609,2.8086,12.1319,-0.0393,-1.3542,0.8691,-0.8181,-0.241,-1.6975,0.0249],[-0.8178,-0.2036,6.5875,16.3819,-0.9978,-1.1641,-0.6282,-0.7217,-0.6523,-1.5983,-0.1238],[-0.6708,-0.9275,4.4366,14.2324,-0.4621,-1.449,0.0801,-0.8467,-0.4094,-2.2373,-0.3753],[-0.7181,-0.8151,3.7741,14.7267,-0.7872,-2.4897,-0.8439,-1.1402,0.4567,-1.883,-0.4756],[-0.3054,-0.3877,3.8675,13.2012,-0.0962,-2.2415,-0.2853,-0.8744,0.2228,-1.8205,-0.3619],[1.7584,1.4568,1.8038,7.9462,-1.0925,0.0368,-0.5445,-0.5792,-0.2127,-1.6161,0.0067],[1.2218,-1.1836,2.9641,13.8863,0.1129,-0.9595,-0.7186,-1.7951,-0.0889,-2.5027,-0.0537],[1.9757,1.5547,3.2234,10.5424,0.0522,-0.0692,-0.2021,-1.0143,0.017,-1.8166,-0.0608],[0.5603,0.1526,2.025,6.4497,0.9117,1.3963,0.8667,-0.0812,-0.0503,-0.6573,0.291],[0.8088,-1.7473,3.2814,13.5916,0.6587,0.2949,0.058,-1.7722,-0.3598,-2.5709,-0.413],[1.3196,-1.0917,5.5211,16.4869,-0.6435,-1.6674,-0.0822,-1.717,0.1141,-1.6357,-0.3226],[1.3048,1.3416,3.3229,10.9052,0.2392,-0.2654,-0.5505,-1.2094,0.0752,-1.65,-0.0386],[0.708,-0.6486,4.4732,15.6109,-0.4594,-1.7024,0.725,-1.6767,0.1162,-2.3266,-0.3324],[0.9282,-0.5008,3.4041,14.2988,0.3063,-1.6991,-0.2811,-1.275,-0.2879,-2.4636,-0.2598],[3.7042,-2.6623,2.3627,13.6466,-1.0674,0.5178,0.3137,-1.3913,-0.146,-1.7487,-0.047],[1.5105,-1.0786,4.968,16.6167,-0.729,-0.9289,0.1598,-1.5492,-0.1786,-1.8873,-0.189],[1.2083,1.7189,3.7701,11.984,-0.1727,0.8174,0.3777,-0.7244,-0.0793,-1.3617,0.0029],[0.0595,-0.2974,3.6675,11.0103,0.4999,0.8954,0.4426,0.0587,-0.2423,-0.745,0.2654],[0.6348,-1.4396,3.7123,13.5059,-0.046,0.1425,-0.4129,-1.5824,-0.2225,-2.2942,-0.3098],[1.8684,-1.7397,3.8011,15.009,-2.5388,-0.4693,-1.0829,-1.2585,-0.3053,-2.1581,-0.1985],[0.5243,-1.5025,4.6829,14.8167,-2.0228,-0.4489,0.0528,-0.6141,-0.4476,-1.4503,-0.3535],[-0.7354,0.4891,5.2896,13.8968,-1.9913,-0.5618,0.306,-0.6022,-0.4558,-1.2961,-0.1063],[0.9793,1.12,2.9034,8.8896,-0.9155,-0.0353,0.9505,-0.5849,-0.3836,-1.4853,0.0349],[-0.9099,-1.8501,5.532,14.3444,-1.1236,0.1507,-0.0415,-1.2291,-0.3722,-2.3384,-0.1072],[0.1319,0.4841,4.979,11.8482,-0.6107,-0.5713,-0.5831,-1.1425,-0.1462,-2.2802,-0.6162],[0.0203,-0.2927,6.7216,15.1341,-1.0637,-1.4524,-0.0591,-0.7712,-0.4666,-1.5682,-0.3966],[-0.8274,-0.9123,3.5726,12.6648,-0.535,-1.7039,-1.255,-0.9082,-0.7507,-2.1102,-0.4959],[-1.467,-2.345,7.3761,16.225,0.5261,-0.6535,2.124,-1.2381,-0.1766,-1.6211,-0.0689],[-1.1703,-1.7256,4.4137,15.1233,-0.36,-1.1527,-0.7108,-1.1794,-0.4567,-2.7221,-0.5064],[2.9189,-2.7814,2.7992,14.8211,-2.4171,-0.8979,-0.5558,-1.3143,-0.2107,-1.9193,-0.1888],[0.7445,-0.0075,4.4625,15.8423,-1.9018,-0.9215,0.3419,-0.2893,-0.389,-2.0121,-0.5344],[-0.6006,-0.1703,5.7628,18.1529,-2.8497,0.0863,-0.9003,-0.4915,-0.3919,-2.4483,0.1167],[-0.1021,-2.1442,6.0041,18.066,-1.3123,-0.0362,0.2009,-0.7886,-0.3244,-2.2992,-0.1046],[-0.0495,-2.1416,7.172,16.0955,-0.8176,-0.4028,0.7895,-0.5419,-0.2292,-2.0855,-0.3859],[1.1536,-1.4675,10.7694,11.2345,-0.1114,-0.5719,1.2552,-0.2103,0.0188,-1.4196,-0.2789],[0.8517,-1.0016,6.7226,13.7636,-1.1929,2.6903,1.6489,-0.9063,-0.4167,-1.2446,-0.0648],[-0.8514,-1.8892,5.5767,18.1416,-1.4811,0.5558,0.2251,-1.0249,-0.5764,-2.4047,-0.0534],[2.8031,-2.1789,1.7681,12.6187,-1.2192,-0.787,0.0665,-1.4264,-0.1773,-1.8708,0.0646],[-0.7377,-1.9409,8.4415,14.6847,-4.1027,-0.2412,0.7742,-1.1043,-0.0311,-1.6848,0.0675],[-3.1695,-2.9929,8.4273,17.5029,-1.2396,-1.3419,-0.3968,-0.6834,-0.0397,-1.7126,0.0076],[-0.0511,-1.3515,4.5934,9.5622,0.0787,-0.6845,1.537,-0.0653,0.0749,-0.9309,-0.0544],[0.4039,-0.8131,3.8075,9.26,0.1446,0.8287,3.1705,0.0693,-0.2005,-1.0576,0.1028],[1.3937,-0.9289,5.7797,7.6258,0.5643,-0.0024,1.7937,0.0715,-0.1533,-1.2323,0.0956],[0.6637,-0.4419,3.0511,7.3592,-0.3079,2.331,0.0187,0.0195,-0.0843,-1.4911,0.294],[0.2205,-0.8782,3.2234,9.2336,0.0591,2.3323,0.347,-1.0054,-0.2237,-1.7377,-0.1145],[-0.0271,-0.1503,1.921,9.8027,0.7513,1.3173,1.6029,-0.777,-0.4924,-1.9399,0.1331],[2.5375,-2.6252,3.01,14.1371,-2.2733,-0.4703,-0.093,-0.9525,-0.1927,-1.9449,0.1202],[0.2624,-0.7529,4.8467,15.8967,-1.1158,-1.898,-1.4812,-1.1731,-0.1334,-1.692,-0.2965],[-0.0275,-0.5597,4.3332,14.1015,-0.5457,-1.1446,-0.1285,-0.5942,-0.2971,-1.3129,-0.1798],[-1.7155,-0.1549,6.2422,15.8821,-1.6378,-0.9385,-0.5028,-0.662,-0.2791,-1.3102,-0.0603],[-1.7297,-2.3417,5.491,13.7949,0.57,-0.8015,2.0464,-0.9076,-0.1653,-0.9231,-0.0615],[1.1313,-0.8082,3.9817,12.1672,-0.8495,-0.5913,-0.2221,-0.9129,-0.6009,-1.7251,0.2891],[-0.1027,-1.1033,5.6869,15.8697,-1.6434,-0.5561,-1.6371,-1.6485,-0.1277,-1.9573,-0.0033],[-1.1655,-1.0153,6.159,16.8513,0.8757,-1.5734,-1.1564,-0.5852,-0.2735,-1.9319,-0.1315],[-0.0413,-1.2469,6.0163,17.2808,-0.7326,-0.1926,-1.2121,-1.3692,-0.2554,-2.8048,0.0142],[1.6554,0.1191,4.3812,12.0164,-0.8518,-0.1413,-0.5248,-1.1166,-0.0448,-2.3902,0.2829],[-0.3021,-0.5153,3.982,12.8504,0.0605,-0.9694,-1.8248,-1.4114,-0.0058,-1.9838,-0.2544],[-0.9092,-0.9827,5.1965,17.2847,-0.934,-2.1602,0.0244,-1.9718,0.1651,-2.7041,-0.2587],[-0.121,0.1087,4.2689,14.8245,0.1409,-2.159,-0.741,-1.2384,0.1673,-1.8337,-0.239],[0.0717,0.5756,2.674,12.0728,0.3897,-1.3961,-0.9911,-0.7183,0.0295,-1.4764,-0.5005],[0.0407,-0.549,6.4893,18.2777,0.0339,0.3234,-1.4319,-1.0563,-0.0561,-2.6328,-0.3843],[0.0304,-0.4623,4.7392,15.6007,-0.4711,-1.3769,-1.3479,-1.1556,0.4368,-2.146,-0.5439],[-0.1538,0.1504,4.0785,14.7426,0.0669,-1.2021,-1.1821,-0.9635,0.2574,-1.7307,-0.5134],[-0.1739,0.2581,4.6172,15.3371,0.9353,-1.6353,-1.4754,-1.0482,0.0028,-2.1251,-0.4263],[0.7637,-0.9837,8.3315,20.6329,-1.5888,-1.2823,-1.0418,-1.5721,0.2365,-2.862,-0.5973],[0.0119,-1.5669,5.4812,17.273,-0.5075,-1.4841,-1.3501,-1.18,-0.4592,-2.9624,-0.2422],[0.8364,-1.9032,5.8865,16.9801,-1.8393,-1.2258,-1.1926,-1.1082,0.0247,-2.1633,-0.2113],[1.7109,0.033,4.537,11.1825,-2.1045,-0.2369,-0.138,-0.8168,-0.2964,-2.1681,0.3162],[-0.1964,-2.101,3.3633,13.4734,-1.7794,-1.3339,-0.6647,-1.7155,-0.2419,-2.6554,-0.2813],[-1.0568,-2.0974,4.9874,16.8269,-0.7085,-0.6108,-1.0626,-1.8836,-0.1407,-2.4766,-0.0274],[-0.5187,-1.4464,5.294,16.8964,-0.4374,-1.8212,-2.3363,-1.0893,0.1633,-2.1168,0.0104],[-1.0208,-1.1049,6.0184,16.7002,-0.4871,-2.007,-1.7613,-0.9038,0.1478,-1.8063,-0.1865],[-0.9913,-1.933,4.141,14.7339,-0.9596,-2.1249,-1.1111,-1.3411,-0.4509,-2.4669,-0.2032],[2.8597,-3.129,2.0197,12.9947,-2.4453,-1.1849,-0.0593,-1.4164,-0.2955,-2.0124,-0.1569],[-0.1744,0.1012,4.1727,15.3912,-2.2467,-1.3975,0.434,-0.7078,-0.4823,-1.9746,-0.4883],[-1.04,-0.8266,6.9071,17.1557,-1.9838,-1.4086,-0.6324,-0.6166,-0.2807,-1.8745,0.0639],[-0.9158,0.2049,5.6673,16.1478,-1.7565,-2.5374,0.5362,-0.4464,-0.5433,-1.907,-0.145],[-0.1872,-1.6342,6.3238,17.8062,-1.6564,-1.0345,-0.6211,-1.1849,-0.3239,-2.5246,-0.3097],[-0.65,-1.8408,7.8708,18.3772,-1.4892,-0.65,-0.2888,-1.2449,-0.2158,-2.2574,-0.1352],[0.8961,-1.5526,12.4061,13.2352,-0.7942,-1.2494,0.1761,-0.7894,-0.0195,-1.274,-0.173],[-0.3207,-2.125,6.3679,13.9393,-1.0897,1.4618,1.8495,-0.7047,-0.2047,-1.4873,0.0772],[-0.7638,-2.3172,5.8537,13.5227,-0.8808,1.1994,0.9791,-1.4844,-0.2466,-1.8369,-0.3303],[-1.8667,-2.4819,6.5591,17.8387,-1.8172,-0.3404,-0.1896,-1.154,-0.4123,-2.536,-0.199],[1.81,-3.2928,4.0911,14.9845,-2.6874,-0.8455,1.0523,-1.5167,-0.2992,-2.0301,0.1194],[-0.2894,-2.9148,8.6369,13.8472,-3.6829,-0.7745,0.5699,-1.2778,-0.1835,-1.8049,0.0668],[-2.0863,-3.5978,7.9884,17.5052,-1.7656,-1.0455,-1.1197,-0.7904,-0.1176,-1.9353,-0.1184],[-0.4991,-2.3666,6.6771,12.4847,-0.7855,-0.9736,0.9124,-0.5139,-0.0831,-1.2627,-0.0099]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"Rain forms in clouds through a complex series of physical and chemical processes that begin with the interaction of water vapor and atmospheric pressure. Here is the step-by-step process:\n\n1.  **Condensation**: Water vapor in the air rises and cools as it moves upward. As it cools, the water vapor turns into liquid water droplets. This process is called **condensation**.\n2.  **Precipitation**: When the water droplets become large enough to be supported by the weight of the air above them, they fall out of the cloud. This falling liquid is called **precipitation**.\n3. ","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":57044,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"Rain forms in clouds through a complex series of physical and chemical processes that begin with the interaction of water vapor and atmospheric pressure. Here is the step-by-step process:\n\n1.  **Condensation**: Water vapor in the air rises and cools as it moves upward. As it cools, the water vapor turns into liquid water droplets. This process is called **condensation**.\n2.  **Precipitation**: When the water droplets become large enough to be supported by the weight of the air above them, they fall out of the cloud. This falling liquid is called **precipitation**.\n3. ","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":57044,"identical_to_original":true}}},{"id":"prose2-04","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"What is the role of the heart in the body?","tools":[],"prompt_tokens":34,"decision":{"rms":0.28361161599126966,"sumsq":82.36497789458372,"hb":[-0.01074,0.03229,-0.49744,-0.1771,-0.13923,0.14894,0.03318],"lse":26.776893041165987,"logits":[10.653,12.491,10.81,16.733,12.611,11.1,10.564,9.245,7.542,8.276,8.636,9.404,16.951,13.265,12.218,12.715,13.125,11.941,13.33,14.731,14.854,12.426,13.03,12.988,12.941,12.929,12.695,13.213,9.294,12.576,11.537,11.555,7.995,8.145,5.81,8.505,9.68,9.025,6.702,6.448,9.823,6.074,3.765,8.972,7.695,6.771,1.074,9.061,4.792,20.206,1.433,3.241,4.2,3.143,4.306,5.723,4.455,6.358,13.122,14.337,2.969,22.146,4.658,3.325,2.53,4.016,1.456,13.638,-2.806,26.758,6.174,4.77,13.788,-0.458,15.75,1.475,10.655,4.712,4.398,7.751,14.712,3.249,9.512,15.207,14.358,4.907,5.328,4.003,8.557,5.991,-0.396,10.385,17.523,6.118,5.526,12.973,15.52,-1.577,0.304,2.813,8.818,11.135,-1.264,5.209,2.743,14.178,20.683,2.838,2.367,11.336,5.206,15.597,10.434,7.762,11.593,13.188,14.315,5.057,10.243,4.525,16.264,12.841,20.312,17.363,17.315,4.403,1.332,9.353,7.838,11.311,1.92,7.353,0.967,4.352,8.639,6.832,5.296,15.325,3.301,11.717,10.346,15.123,14.094,7.787,1.632,8.053,13.897,2.97,15.212,6.345,-0.975,9.943,2.764,10.372,13.969,1.201,4.993,3.581,10.612,11.423,11.231,0.337,9.707,0.715,11.092,2.131,7.139,2.798,-2.269,7.617,17.792,17.303,17.229,9.715,4.952,0.187,4.601,13.087,15.289,9.214,9.017,3.023,4.379,0.161,7.448,12.859,7.714,8.396,1.122,12.577,13.931,-1.451,15.663,-0.376,5.273,3.309,9.507,14.115,7.119,-1.575,9.892,5.11,11.843,2.832,14.657,10.545,7.131,1.329,1.812,13.569,6.197,11.94,12.402,-2.278,7.472,4.361,-2.139,-0.558,0.28,5.28,6.356,7.357,6.621,2.854,1.407,10.208,5.376,2.47,3.137,5.595,6.449,-3.006,0.48,8.009,12.669,10.029,2.694,9.623,11.119,12.07,4.404,1.306,4.159,0.807,-0.583,8.44,1.497,-0.865,7.101,9.167,1.281,3.278,17.354,11.046,8.845,-2.479,7.529,7.284,13.854,19.974,4.536,7.161,2.587,-0.753,3.817,7.374,0.117,14.073,5.198,15.035,-1.319,0.094,-0.288,1.877,-0.679,11.443,10.447,-2.098,9.294,-0.832,8.157,9.335,3.136,6.804,9.592,7.21,-1.473,3.603,15.621,10.884,3.91,11.461,12.012,5.833,7.904,7.873,6.824,12.049,14.271,11.16,12.826,9.611,0.792,13.676,9.038,8.838,3.766,9.833,-2.928,13.345,9.272,6.281,15.631,9.833,-0.086,-4.714,15.794,4.574,-2.835,-4.461,3.518,11.722,7.092,9.888,3.638,9.273,0.897,-0.256,11.762,8.148,15.274,1.968,3.759,11.73,10.524,4.216,16.722,1.857,6.017,11.914,-0.925,2.93,8.634,6.699,3.032,5.988,9.581,2.605,5.939,0.207,7.836,-0.137,-0.728,-1.965,-1.745,14.068,5.349,19.061,6.575,12.819,0.902,5.25,-1.378,0.421,10.113,4.769,6.317,2.473,-0.864,-1.164,9.025,7.069,4.196,8.466,17.04,1.172,12.612,15.068,8.452,15.788,6.051,2.898,12.803,-1.083,10.737,7.018,-0.031,-2.809,2.418,8.183,12.614,5.467,7.957,14.56,-1.295,9.081,6.972,8.512,1.244,0.963,2.77,-0.077,7.333,9.288,12.32,-0.396,9.586,10.736,-1.23,1.493,10.712,7.57,2.488,-0.187,8.222,15.663,-2.643,8.85,8.916,10.592,7.601,13.265,-0.197,4.863,2.126,12.728,-1.359,-1.338,13.003,-2.706,12.507,11.994,-0.045,7.375,1.792,3.775,9.728,7.181,9.891,13.078,15.246,3.03,6.68,5.838,-1.481,1.655,10.026,1.957,13.443,0.988,13.207,-6.1,10.25,-6.453,-0.785,-1.92,11.473,5.453,9.202,-2.226,0.587,16.787,2.816,9.505,6.443,1.594,-2.696,3.185,11.52,10.228,8.729,12.981,11.187,-3.393,-2.12,-1.989,1.695,12.972,10.416,-3.392,4.746,7.596,13.411,2.281,12.04,14.74,-2.836,5.858,17.749,12.848,5.488,1.19,11.027,-0.104,6.102,7.038,13.387,-2.873,11.627,0.071,10.129,0.31,10.679,7.753,-0.177,5.303,0.758,10.853,9.902,13.373,4.658,7.34,2.125,-0.928,12.094,2.21,4.768,13.888,1.072,15.151,13.803,0.752,2.452,-2.102,6.956,9.938,-2.836,-3.236,6.566,8.243,3.988,12.918,3.711,-0.197,0.894,5.005,3.359,2.548,9.876,2.787,16.748,-1.593,0.846,5.265,-1.338,4.013,13.916,5.206,2.781,4.251,1.172,10.855,1.383,2.958,4.811,12.059,-1.366,14.128,0.108,8.608,10.533,2.067,-5.366,-1.46,12.632,17.36,4.246,0.378,9.194,-2.205,2.284,5.511,1.153,16.016,2.385,2.813,0.236,11.412,3.643,-0.57,-0.479,17.836,4.621,0.932,6.312,-1.079,8.399,-0.402,1.519,-0.954,6.408,8.919,-3.802,5.512,1.031,-3.046,-0.675,0.419,1.239,10.456,3.111,10.659,13.614,8.487,14.198,15.148,5.364,1.506,-4.356,0.574,15.183,5.316,8.583,14.447,-1.188,-2.748,-2.535,5.367,9.11,7.971,9.218,1.719,6.123,3.175,9.977,15.922,11.552,7.855,2.153,-1.147,2.112,2.521,-2.65,10.254,10.616,7.49,12.541,-1.879,-1.852,0.207,9.975,1.036,9.79,9.538,6.031,16.493,7.295,-1.088,4.193,6.412,2.016,0.581,9.518,14.635,-0.765,0.974,10.759,9.04,-3.845,2.426,11.783,3.857,5.385,11.62,0.251,2.121,10.8,-0.269,9.973,7.452,-5.311,-0.125,1.905,16.704,-1.472,14.635,16.785,-2.951,1.906,-0.945,4.484,5.143,6.319,8.225,0.373,-0.395,-4.109,9.576,4.708,15.322,6.673,10.837,13.073,14.141,3.439,7.397,-1.802,4.593,15.046,-0.419,7.081,0.994,-2.49,-1.307,8.975,1.785,10.556,0.688,-2.513,7.036,10.103,-2.137,16.188,7.206,1.045,2.048,5.55,-2.259,-2.613,-0.657,1.396,-0.474,-2.217,0.18,0.398,11.844,2.004,12.65,7.616,2.703,8.559,-2.045,-2.632,3.0,0.074,14.471,6.721,-2.816,4.393,0.501,1.194,2.978,9.823,-2.328,10.34,0.952,0.204,-0.997,11.755,-1.705,-2.389,6.974,-3.576,1.099,6.799,1.311,-3.519,0.006,1.814,1.784,2.34,-2.177,0.883,12.61,2.003,2.695,1.755,-0.422,-0.593,2.185,1.546,-1.87,9.759,5.57,-2.703,1.093,14.271,9.904,-0.0,9.519,16.54,4.227,2.041,9.07,9.634,-0.263,9.049,-3.972,8.257,0.145,11.233,-3.032,0.866,4.213,4.058,-0.363,-0.766,0.434,-0.499,1.095,0.183,3.323,-0.194,1.873,-0.702,2.524,-1.037,-2.754,-3.104,0.882,1.928,-0.442,-0.115,0.794,3.86,4.509,-4.216,-1.903,0.238,0.415,-0.028,1.548,1.376,0.621,2.447,3.641,-2.445,-0.196,2.39,-0.704,0.944,0.465,-1.155,4.508,-0.211,-4.781,0.87,1.543,-2.189,2.358,1.138,2.524,3.939,3.642,3.567,3.634,-3.684,0.503,0.232,1.205,2.805,-0.084,3.458,-1.198,1.215,0.976,2.54,-0.881,2.024,2.824,-1.4,0.457,7.302,-3.423,-1.021,0.464,-0.537,1.163,-0.191,-2.628,-5.243,-0.345,-0.07,-2.324,-2.551,-3.121,0.888,1.44,-1.31,-1.969,0.4,-3.562,-4.23,-0.021,0.254,3.875,3.169,-5.773,-4.167,-0.457,3.327,4.009,0.396,-0.215,-2.779,6.171,-4.502,-0.474,-1.671,0.837,-2.842,-3.24,-5.507,3.286,-2.284,2.706,0.801,2.144,1.234,-0.129,-0.232,0.02,-0.754,-0.155,0.473,-0.505,3.652,-1.377,0.056,-1.053,0.265,-0.448,2.682,0.897,0.234,2.846,-1.668,-1.797,-1.067,0.649,0.244,1.903,0.572,0.873,1.851,-2.686,4.723,1.71,-2.79,0.425,2.929,-0.115,-2.057,3.87,2.587,-2.838,-2.107,-0.229,-0.206,2.418,2.591,-1.986,-1.39,-1.503,-1.517,-1.523,1.761,1.278,-3.638,-2.083,0.356,0.473,-2.162,1.074,1.396,-4.45,-0.478,-0.209,-1.374,-0.143,-0.041,0.774,0.903,-3.048,2.493,1.079,0.358,-3.411,4.44,1.194,0.047,0.238,-2.306,-1.562,-0.401,0.093,-2.235,-1.366,2.6,-2.244,-0.526,-1.443,2.766,-0.935,1.199,1.527,-1.689,12.572,-0.251,3.569,-2.024,1.107,0.886,-0.584,0.682,-2.219,-1.113,-1.861,-1.875,-0.825,-0.777,-2.805,1.227,-1.038,4.368,0.335,0.707,-2.252,0.79,0.708,3.62,4.59,-1.038,-0.722,0.197,1.659,-0.746,8.742,11.313,3.596,4.838,3.422,17.094,10.881],"base_top":[[760,26.758],[623,22.146],[1597,20.683],[2053,20.312],[332,20.206],[7732,19.974],[13962,19.061],[43870,17.836],[3702,17.792],[27775,17.749]]},"positions":{"tokens":[760,4593,369,279,8358,2779,314,279,4086,35890,1785,11,13092,430,279,2407,579,2972,79,1456,332,421,10480,6340,6600,279,4307,2407,13,11116,5839,3364,369,310,10000,264,18677,7892,314,22817,39498,321,47381,39498,6340,310,660,37498,11,34568,11,321,7515,13,271,8160,369,264,29006,314,1141,3050,5568,25,271,9,256,2972,47,52508,19459,92217,561,4593,16577,318,79,11455,8,310,4336,6340,1472,279,81632,11,1083,279,1994,473,5262,11,321,1179,680,4417,279,57648,1142,310,279,42706,13,1061,10458,24546,421,22817,321,35190,513,12238,310,1396,919,314,279,2407,11,1345,11939,3741,513,6747,13,198,9,256],"text":["The"," heart"," is"," the"," central"," organ"," of"," the"," circ","ulatory"," system",","," serving"," as"," the"," body","'s"," **","p","ump","**"," that"," moves"," blood"," throughout"," the"," entire"," body","."," Its"," primary"," role"," is"," to"," maintain"," a"," continuous"," supply"," of"," oxygen","-rich"," and"," nutrient","-rich"," blood"," to"," all"," tissues",","," organs",","," and"," cells",".","\n\n","Here"," is"," a"," breakdown"," of"," its"," specific"," functions",":","\n\n","*","  "," **","P","umping"," Blood","**:"," The"," heart"," contracts"," (","p","umps",")"," to"," push"," blood"," through"," the"," arteries",","," into"," the"," cap","ill","aries",","," and"," then"," out"," via"," the"," veins"," back"," to"," the"," lungs","."," This"," cycle"," ensures"," that"," oxygen"," and"," nutrients"," are"," delivered"," to"," every"," part"," of"," the"," body",","," while"," waste"," products"," are"," removed",".","\n","*","  "],"proj":[[1.3112,-3.1031,10.132,14.6397,-2.4064,0.133,-0.4071,-0.9152,-0.0444,-1.4869,0.0973],[-1.3671,-1.0642,10.7961,20.6265,-1.8477,-1.0545,-0.3766,-0.9128,-0.1081,-1.9919,-0.0432],[-1.9416,-0.3279,8.3299,17.0009,-0.6308,-0.6924,-0.1998,-1.0318,-0.3454,-2.816,0.4791],[-0.6564,-0.2705,4.0461,13.9643,-0.4471,-1.1049,0.3037,-1.5488,-0.0945,-2.43,0.0751],[-1.9309,0.9333,3.8405,11.0842,0.0266,-0.5137,1.8213,-1.0662,-0.1137,-1.7649,-0.0241],[-0.7282,0.626,3.5164,9.5734,-0.5287,-1.0745,0.1852,-1.3819,0.1517,-1.6294,0.1304],[-1.0381,-1.2423,7.589,18.5356,-1.0494,-0.566,-1.1323,-1.4852,-0.1055,-2.3329,0.2587],[0.2107,1.1056,6.0025,14.3297,0.0037,0.0287,0.4655,-2.0004,0.1176,-2.1222,0.2699],[0.1151,0.7557,7.6932,15.8384,-0.8373,-0.1719,-0.0471,-1.4752,0.031,-1.8992,0.0506],[0.7602,-2.2161,6.8731,13.628,-0.8598,-0.4274,2.3917,-1.0484,-0.2663,-2.0413,0.1855],[0.14,-0.8906,8.6911,17.7823,-1.6182,-0.9345,2.531,-1.5026,0.0594,-2.1496,0.1729],[-1.4794,-0.849,6.7188,18.0699,-1.3549,-1.309,-1.2622,-1.5435,-0.1701,-2.5916,0.1469],[-0.6015,-1.2455,6.2561,16.0334,-1.6845,-0.0426,-0.9759,-1.6315,0.0023,-2.539,0.5276],[0.3817,-2.6902,7.1732,18.9904,-2.8175,-0.131,-0.5622,-1.616,0.2666,-2.508,0.398],[-1.1899,-0.097,4.3794,14.1637,-0.9166,-0.4836,-0.1477,-1.6439,0.0627,-2.4527,0.5634],[-1.185,0.4044,4.2815,11.8253,-0.6806,-1.0872,1.0267,-0.8485,-0.0742,-1.6264,0.1719],[-1.2623,0.3879,6.2597,14.9519,-1.3111,-0.6164,2.1683,-1.03,0.0245,-1.8346,0.4354],[-1.9818,1.3679,3.5665,11.365,-0.563,-0.655,1.5177,-1.1439,-0.0638,-1.7522,0.3155],[-0.0363,0.9698,7.2926,8.2254,-0.3118,-1.0806,0.9931,-1.0646,0.0115,-1.623,0.1628],[-0.5864,-0.0202,5.4071,8.2665,-1.3617,-1.4352,1.8289,-0.3226,0.0659,-1.4551,0.2853],[-2.4692,-0.8128,6.9748,17.2319,-2.8478,-0.0653,0.7702,-1.424,0.1183,-2.6052,0.0512],[-1.1956,-0.4177,5.2055,16.713,-3.2607,-0.5762,0.0032,-1.5462,-0.2956,-2.8295,-0.009],[-0.7119,1.3887,4.0836,12.4523,-1.7084,-1.0042,2.6252,-1.2703,-0.2704,-2.3841,0.601],[-0.0795,1.4919,4.5528,12.8647,-1.2989,-2.6547,0.3115,-1.3055,0.1603,-1.8201,-0.0563],[-2.2045,-0.179,4.2484,13.8048,-1.9712,-2.0794,1.1257,-1.4612,-0.0747,-1.9157,0.0232],[1.5131,1.1533,5.5035,15.4753,-2.1211,0.7761,-0.7068,-1.808,0.1827,-2.2934,0.203],[1.0339,1.7247,5.4917,13.722,-2.6196,0.8038,-0.7931,-1.0894,0.1546,-1.6746,0.1435],[0.5874,1.3946,6.5117,15.06,-2.6452,-0.1693,-0.761,-1.2592,0.0252,-1.4858,0.4571],[-1.1714,-0.5706,4.3558,13.8799,-1.5366,-0.8547,0.7961,-1.8651,-0.39,-2.5227,0.2248],[1.9741,-4.0108,5.248,14.8836,-1.6815,0.5777,-0.4211,-1.7356,0.0069,-2.1486,0.4856],[-0.2373,-2.0093,7.7398,19.1289,-1.5382,-1.1899,1.1328,-1.2695,-0.0945,-1.9587,0.12],[-1.3775,-2.1304,8.2282,19.1135,-1.9858,-1.5377,-0.5693,-1.2003,-0.1627,-1.6394,0.2226],[-1.1177,-2.122,6.9523,17.4773,-2.9775,-0.6884,-0.9205,-1.3359,-0.3585,-2.079,0.6757],[-0.9428,-1.1892,5.2537,15.0617,-2.1309,1.2041,1.404,-1.4809,-0.202,-2.6122,0.455],[-0.0464,0.36,3.4187,11.2429,-1.4508,-0.4737,2.3288,-1.5335,-0.4744,-2.8367,0.5882],[0.2053,1.1541,3.7839,12.7696,-1.2601,-0.8717,-0.0304,-2.1918,-0.2647,-2.2716,0.5915],[-0.2357,0.7221,3.8547,13.3332,-0.9283,-0.7781,0.3053,-1.5036,-0.1432,-1.6906,0.2444],[0.1213,0.797,4.9042,13.4762,-1.3677,-1.1675,0.0487,-1.2776,-0.0932,-2.0754,0.1228],[0.2593,2.1908,5.0343,15.2015,-1.8072,0.3086,0.4642,-1.6454,0.0869,-2.3285,-0.0705],[0.9293,3.2184,2.9158,11.4303,-1.142,-1.1203,1.2337,-1.4724,-0.0218,-1.851,0.0555],[0.118,1.4329,4.7435,12.9923,-0.7801,-2.0373,3.0591,-1.1048,-0.0974,-2.0526,-0.1004],[0.4726,1.533,5.4037,15.2411,-0.9912,-2.0921,1.1519,-1.3158,-0.0079,-1.8103,-0.0935],[-0.1435,2.4713,5.475,13.9554,-0.3275,-1.159,1.3523,-1.3399,-0.2066,-1.7662,-0.0975],[-1.2615,1.2279,5.291,14.871,-1.451,-0.2938,3.1823,-0.6553,-0.2613,-1.5759,-0.194],[-0.1434,1.947,5.0077,14.7958,-1.392,-1.8521,2.0897,-1.1202,0.0506,-1.6359,-0.0751],[-1.2314,0.3967,4.1871,14.4881,-1.8553,-1.3437,2.1855,-1.4482,-0.2022,-2.0659,-0.1855],[0.213,1.7135,3.8714,12.6934,-1.7727,0.2719,-1.9573,-1.5307,-0.1009,-2.0037,-0.1988],[0.4236,1.4593,4.1266,13.0735,-1.6521,0.0698,-1.05,-1.517,-0.2199,-1.4404,-0.2818],[-0.5794,0.2158,4.5716,15.6046,-1.2801,1.5192,-0.4437,-1.8607,-0.3613,-2.3487,-0.1179],[0.529,1.1464,2.9643,12.7782,-2.0868,0.0338,-0.1296,-1.7856,-0.3499,-2.1771,-0.1534],[-0.678,0.7851,7.0529,18.9083,-2.3096,-0.7539,0.227,-1.3551,0.1428,-2.0888,0.0777],[-0.1373,2.6606,4.5811,14.7153,-1.7622,-1.4834,-0.6622,-1.5689,0.029,-2.0094,-0.0887],[0.6499,3.0522,4.4784,12.933,-1.7403,-1.4542,-1.0093,-1.6678,0.2039,-1.6919,-0.1887],[0.3225,1.4557,4.3207,14.1882,-1.3575,-0.0496,0.0205,-1.7466,-0.3658,-2.4027,-0.1158],[1.2549,-3.9224,5.2633,14.8806,-2.4007,0.118,0.2047,-1.8349,-0.016,-1.9919,0.5847],[1.9639,-4.4646,7.2061,10.5737,-2.8319,0.8908,-0.2946,-1.4975,0.0089,-1.8076,0.6422],[-1.7311,-1.7354,6.4416,16.6832,-2.4733,-0.4581,3.0843,-1.7697,-0.0071,-2.043,0.176],[-1.5059,-2.6636,9.0723,19.8667,-2.7831,0.4286,0.6936,-1.5756,-0.0962,-2.2566,0.3436],[-3.7387,-2.8141,9.079,18.5645,-1.2124,0.0353,0.6786,-1.1229,-0.4791,-1.3263,0.4481],[-1.9114,-2.3495,8.1588,20.2248,-3.054,1.8555,0.625,-1.5825,0.1237,-2.1068,0.3879],[-0.6858,-2.2752,8.5518,19.7718,-3.8959,0.5797,0.1394,-1.4985,0.264,-2.4813,0.3771],[-1.6227,-1.7182,8.2318,18.8685,-2.5905,0.5921,1.0301,-1.4167,-0.0642,-1.7901,0.409],[-2.5129,-1.97,8.5612,18.3848,-2.1149,-0.9418,-0.8021,-1.2522,-0.0478,-1.0625,0.4761],[-2.772,-2.246,7.9436,19.984,-3.2684,0.1253,0.4496,-1.6967,-0.2908,-2.1941,0.4694],[-0.7625,-2.2407,7.9407,19.357,-4.4677,-0.6751,-0.0514,-1.8295,0.1426,-2.3079,0.2768],[0.4443,-3.1739,10.9597,15.5273,-4.8269,-0.1828,-0.4475,-0.9616,0.0886,-1.3842,0.3627],[-0.7067,-2.1972,8.5602,16.686,-3.3735,0.3059,0.7981,-0.757,0.1581,-2.1242,0.0783],[-2.042,-1.0512,5.9285,12.0198,-1.1713,1.4177,2.4994,-0.8683,0.0157,-2.0628,0.5189],[-0.1429,-0.351,5.7637,8.5264,-0.8393,0.6775,1.8359,-0.9222,0.0179,-1.8872,0.4677],[0.4599,-0.5082,5.9257,10.104,-1.5313,-1.885,2.5213,-0.1348,-0.0249,-1.7401,0.3597],[0.5743,0.0845,4.6791,13.7266,-1.6407,-0.7331,0.6862,-1.6804,0.1139,-2.0757,0.329],[-1.522,-1.0314,3.799,14.2922,-2.623,-1.0816,3.4382,-1.4246,0.0719,-1.7949,0.4327],[0.3444,-3.5095,6.3668,16.7634,-2.4598,0.3201,0.8674,-1.5855,-0.1454,-2.5214,0.323],[-1.7042,-1.4821,7.657,16.1584,-1.6014,-1.1071,1.0702,-0.8006,-0.1727,-2.2156,-0.1562],[-1.354,0.2463,5.6899,10.9086,-1.7512,0.1249,1.5425,-0.956,-0.1771,-2.7101,0.4022],[-2.7085,-1.9691,5.388,14.7608,-1.6031,0.899,0.8461,-1.3738,-0.1919,-2.8113,-0.0718],[-0.8718,-0.6437,8.8323,8.3137,-0.9395,0.655,1.9291,-0.9631,-0.0356,-1.4189,-0.0163],[0.7632,0.1843,4.273,6.8539,-0.5287,-1.6265,2.7119,0.1999,0.0415,-1.674,0.344],[-1.5594,-0.7483,6.0548,15.5644,-2.016,-1.404,0.6984,-1.451,0.2748,-2.4369,-0.2865],[-0.8295,-0.7903,4.4314,13.1551,-1.0579,-0.7324,0.4937,-1.3723,0.1079,-2.5944,-0.175],[1.4344,-0.5485,4.3483,11.3317,-0.4332,-1.147,2.413,-1.2011,-0.1204,-2.4681,0.4032],[-0.5598,-0.1861,4.0383,12.7989,-1.4678,-3.2177,1.0059,-1.3304,0.5926,-1.6637,-0.0023],[-1.774,-1.1729,2.8395,13.1429,-1.4974,-2.2533,1.6736,-1.3997,0.4694,-1.9517,0.0466],[0.4855,0.6103,2.4967,11.2991,-0.1551,0.1455,0.1677,-1.6625,0.1339,-2.4268,-0.2765],[1.1228,0.3753,3.602,11.2324,-0.6476,-0.4737,1.336,-1.3743,-0.1216,-2.025,-0.187],[-2.4216,-1.0339,4.6755,16.2829,-0.2146,-0.9455,1.5283,-1.5103,-0.1728,-2.8146,-0.1994],[-1.6424,-0.1328,3.6267,12.4151,-0.4654,-1.0435,0.4556,-1.2016,0.2919,-2.2214,0.0266],[-1.0388,0.5651,3.5783,12.5228,0.1282,-0.3857,-1.494,-1.4798,0.115,-1.9302,-0.2701],[-0.2677,0.6539,3.4568,10.5244,-0.3314,0.418,-0.0218,-1.0385,-0.045,-1.608,-0.2762],[-1.0975,0.367,4.127,9.2011,0.4704,-1.5005,1.9473,-0.7131,-0.1873,-1.6004,-0.3739],[-1.2706,-1.0965,6.7546,13.6199,0.4193,-0.8237,2.7246,-0.7637,-0.2561,-2.2605,-0.6294],[-1.6004,0.1089,5.4658,14.9183,-0.062,-1.2537,0.6375,-1.0878,-0.0502,-2.7986,-0.7688],[-1.5611,-0.4916,5.3425,15.9289,-0.8519,-0.9935,0.4147,-1.2065,0.0482,-2.4116,-0.3426],[-0.7564,-0.4788,6.194,15.9623,-1.2707,-1.3613,0.6836,-1.1101,-0.0837,-2.4505,-0.2019],[-0.9054,-0.5022,4.8939,13.6733,-1.0636,-0.5849,0.6923,-1.1257,0.1897,-2.4544,-0.1747],[-1.3872,-0.342,6.247,16.8146,-1.2061,0.5261,0.6166,-1.2821,0.1196,-2.403,0.2246],[-1.4569,-0.7733,5.3717,15.3416,0.2154,0.1978,-0.5385,-1.4773,-0.0483,-2.1,-0.4491],[-1.3157,-1.0813,4.9574,13.3464,0.1311,-0.1384,0.0823,-1.0441,-0.2783,-1.6625,-0.4295],[-2.1491,-1.0156,4.6068,15.2138,-0.6664,-0.9873,1.3492,-1.4639,-0.3485,-2.9745,-0.3138],[-1.6912,-1.7591,5.9707,17.8453,-2.3912,-0.6899,2.0548,-1.5924,0.1608,-2.7179,-0.0507],[-1.0909,0.536,4.9214,15.1171,1.0942,0.576,-1.2109,-1.9973,0.1849,-2.8326,-0.3542],[-0.3432,0.239,4.0097,11.2996,0.8845,-0.2402,-0.4252,-1.4916,-0.0407,-1.92,-0.3968],[-2.1072,-1.3113,5.8544,17.2665,0.2012,-0.4973,2.1885,-1.6872,-0.3876,-3.4399,-0.3441],[1.8068,-2.0727,4.3728,15.0534,-1.043,0.0298,1.89,-1.6712,-0.017,-2.2,0.2845],[-0.464,0.9741,4.8308,14.0471,-1.3937,0.0053,2.8062,-0.9541,-0.2092,-2.7625,0.0411],[-0.4529,0.2516,4.7504,14.2555,-2.578,0.0527,1.5368,-1.1647,-0.3852,-2.5717,0.367],[2.0797,1.1013,5.393,13.8496,-1.5375,-2.0635,0.0931,-1.8902,0.1253,-2.116,0.156],[3.0504,3.1538,3.9211,12.461,-0.1088,-2.9147,-1.7579,-2.0153,0.0265,-2.0285,-0.0928],[0.0867,0.6806,3.9784,12.0032,-0.9121,-2.1699,1.1263,-1.1341,-0.0592,-2.2219,-0.0537],[1.1981,2.4603,5.5511,13.7931,-0.6323,-1.4774,0.3348,-1.7843,0.1743,-2.0132,-0.1983],[1.0991,0.6097,3.7752,11.4548,-1.5424,-0.7724,3.7313,-1.2363,-0.2319,-2.3635,0.1316],[-0.3707,0.4468,3.8003,11.8237,-0.509,-0.6362,2.6936,-0.971,-0.4384,-1.7119,0.2483],[-0.0347,0.0537,4.6195,15.1428,-2.2672,-0.6364,1.1408,-1.881,0.2231,-2.5581,0.0645],[1.5994,1.8154,4.566,12.4629,-2.4475,-0.0681,-2.9427,-1.4268,0.1905,-1.8847,-0.4133],[0.1435,2.5884,5.763,14.7485,-2.5745,-0.8732,-1.6749,-1.1037,-0.1026,-1.4064,-0.2184],[0.706,0.3584,7.454,18.7553,-2.1828,0.115,-0.6296,-1.3894,-0.1758,-2.0888,0.1831],[1.0233,0.7244,7.6292,17.9751,-3.4924,0.1138,-1.507,-1.5572,0.0376,-1.9003,0.1159],[0.6662,1.5594,7.1414,16.3381,-3.331,0.445,-1.3439,-1.0479,0.0719,-1.5944,0.106],[0.6634,1.0667,4.9942,13.791,-1.531,-0.8075,1.0752,-1.9643,0.0161,-2.7169,0.0664],[-0.2558,0.735,6.0125,15.7472,-1.4657,-0.1572,0.6138,-1.9362,-0.2531,-2.5409,0.0827],[1.4136,1.7496,1.9198,8.8613,0.5788,0.3771,-0.6932,-1.7383,-0.2664,-1.9043,0.0503],[-0.8592,-0.0515,4.3754,13.9439,-1.1328,-0.5145,-0.4428,-1.3234,-0.2275,-1.7999,-0.6825],[-0.0608,0.133,4.0042,13.1144,-0.176,0.585,0.1029,-1.314,-0.2662,-2.5621,-0.1289],[-0.5765,1.8857,3.9526,10.9815,0.5274,1.5167,0.9718,-1.2057,-0.5743,-1.8226,0.3903],[-0.9648,0.2933,4.5034,15.6322,-1.1953,0.1848,1.5027,-1.9015,-0.4292,-2.6217,0.0371],[1.9971,-0.795,6.4009,18.5788,-2.6994,-0.2024,1.0838,-1.9306,0.0839,-2.0457,0.2533],[-0.8898,-1.5188,10.2758,17.2006,-4.505,-0.0829,-0.1947,-1.0838,0.0488,-1.2456,0.0815],[-0.749,-0.5141,5.7172,14.0344,-2.4991,0.7276,1.9126,-0.9473,-0.0996,-2.2195,0.0335]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"The heart is the central organ of the circulatory system, serving as the body's **pump** that moves blood throughout the entire body. Its primary role is to maintain a continuous supply of oxygen-rich and nutrient-rich blood to all tissues, organs, and cells.\n\nHere is a breakdown of its specific functions:\n\n*   **Pumping Blood**: The heart contracts (pumps) to push blood through the arteries, into the capillaries, and then out via the veins back to the lungs. This cycle ensures that oxygen and nutrients are delivered to every part of the body, while waste products are removed.\n*  ","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":760,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"The heart is the central organ of the circulatory system, serving as the body's **pump** that moves blood throughout the entire body. Its primary role is to maintain a continuous supply of oxygen-rich and nutrient-rich blood to all tissues, organs, and cells.\n\nHere is a breakdown of its specific functions:\n\n*   **Pumping Blood**: The heart contracts (pumps) to push blood through the arteries, into the capillaries, and then out via the veins back to the lungs. This cycle ensures that oxygen and nutrients are delivered to every part of the body, while waste products are removed.\n*  ","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":760,"identical_to_original":true}}},{"id":"prose2-05","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Explain how a search engine ranks pages.","tools":[],"prompt_tokens":32,"decision":{"rms":0.3253472742304368,"sumsq":108.39024522155523,"hb":[0.01674,0.04798,-0.57184,0.00299,-0.2621,-0.08981,-0.27035],"lse":23.939462307111274,"logits":[14.26,14.823,10.786,14.115,10.721,10.226,7.664,7.246,5.241,6.245,8.379,7.266,23.212,14.523,10.921,12.981,13.552,11.386,12.463,14.666,16.688,14.078,12.597,11.163,9.223,13.818,18.226,15.477,11.82,11.924,12.568,10.489,11.275,14.286,5.091,5.028,8.726,9.649,7.441,5.008,8.204,5.594,2.563,8.704,4.518,6.691,4.77,7.123,7.758,18.484,6.887,4.554,4.404,3.004,4.475,4.514,1.117,5.193,15.135,6.757,1.941,18.07,1.877,4.777,5.101,5.103,3.26,16.889,-3.744,19.734,9.256,5.982,14.393,-0.246,18.249,0.466,12.713,7.319,6.291,10.738,11.326,1.93,12.224,14.414,14.016,5.614,5.223,4.172,12.329,6.11,1.435,9.596,20.264,9.513,7.814,12.94,14.309,-2.744,2.98,2.92,10.267,14.709,-1.421,6.335,2.062,14.109,16.264,-0.302,5.673,12.141,5.086,7.684,10.944,3.431,10.739,14.011,14.097,7.156,14.33,6.202,18.816,9.568,16.028,13.313,15.736,4.62,2.707,12.776,7.497,11.877,1.492,8.177,-0.255,7.506,10.499,8.097,7.256,14.755,1.18,9.954,13.252,14.926,13.068,4.666,-3.028,18.579,13.316,-1.574,14.543,2.901,-1.591,9.438,0.805,11.8,10.543,5.716,5.935,2.346,11.299,13.015,13.714,0.403,12.989,-1.138,12.628,0.936,6.06,2.357,-5.562,6.934,14.809,13.6,17.176,10.711,6.251,0.728,5.358,14.032,14.313,8.057,10.534,4.778,2.291,0.102,10.069,9.999,8.752,9.201,-0.617,17.641,13.576,2.871,18.426,2.559,4.056,5.494,11.68,13.302,8.756,2.544,10.446,7.48,10.297,2.579,13.886,7.856,8.086,1.655,2.216,13.404,-0.326,11.489,10.991,-2.963,10.226,2.221,-1.825,-2.051,0.327,7.443,5.302,22.694,7.912,-0.172,1.387,9.513,5.95,-1.718,1.379,9.932,4.567,-2.382,0.464,10.456,11.487,12.964,4.768,13.499,10.048,12.27,1.849,3.082,7.598,1.565,2.113,7.61,-1.364,-3.994,7.931,13.048,2.096,6.479,13.162,13.315,9.059,-3.242,7.699,8.249,10.574,17.642,3.817,9.076,1.336,-1.306,-0.128,4.47,1.024,12.665,7.828,15.827,-1.972,-1.609,-0.326,3.984,-0.01,9.617,12.428,-0.455,13.46,-0.49,6.289,10.065,3.623,4.985,11.229,8.271,0.662,2.489,13.512,11.038,1.844,11.085,10.292,5.312,8.963,10.388,5.581,11.456,13.716,9.341,12.979,14.664,3.871,14.011,8.503,7.299,3.47,9.987,-0.023,13.654,11.939,3.876,16.786,9.637,-2.14,-2.254,13.166,2.937,0.125,-2.131,3.406,13.033,7.28,10.159,2.031,12.322,-4.708,-1.199,13.778,10.887,15.255,5.135,4.917,13.336,8.419,2.413,16.29,-1.963,1.266,12.399,-1.119,6.674,5.706,7.318,1.204,6.449,9.69,0.47,4.332,1.028,6.149,-0.955,-1.957,-2.898,-0.772,13.52,6.739,17.597,20.242,10.425,3.508,10.898,0.765,0.827,13.403,4.707,6.982,2.248,-1.462,3.624,10.169,6.76,-0.228,8.034,13.837,1.952,11.324,12.703,10.14,13.981,2.79,-0.413,13.39,-2.451,10.892,6.68,3.571,-1.376,0.898,7.552,12.55,6.234,16.989,14.981,-2.107,9.198,7.261,5.833,0.102,-1.209,4.697,-0.93,8.267,10.103,14.65,-1.573,7.172,10.664,-2.456,1.886,9.801,9.078,-0.542,8.484,14.24,12.114,-2.599,9.531,9.99,9.783,10.437,11.063,-0.298,-0.453,0.757,13.231,-2.149,-2.533,11.048,-0.844,11.989,21.534,0.773,7.321,-1.298,6.301,7.163,7.114,9.638,10.37,11.2,0.116,7.899,3.346,-0.005,4.443,10.791,1.733,13.522,-3.135,12.129,-6.094,14.589,-3.95,0.139,-0.233,10.52,8.503,7.634,-3.613,1.173,13.33,4.019,6.58,8.184,5.419,-2.192,1.127,11.888,7.965,9.706,13.119,8.834,-1.971,-0.858,2.154,2.142,15.652,10.439,-3.411,4.088,16.338,12.477,2.928,8.043,13.98,3.921,4.092,14.41,13.98,5.18,0.348,9.228,-0.487,7.796,10.182,12.59,-0.178,12.144,-0.346,10.954,0.569,9.575,9.862,-0.133,7.747,0.706,11.011,10.039,14.232,6.502,9.301,-1.214,1.496,11.826,6.121,4.591,14.701,1.706,12.626,12.675,0.237,0.763,-2.454,3.78,10.262,-2.423,-3.63,8.296,6.584,4.602,11.924,2.198,-0.274,1.537,6.022,4.3,-0.547,7.651,4.492,11.991,-3.434,1.942,6.211,-3.06,3.427,12.829,9.218,4.133,-0.607,1.959,10.281,-1.422,1.034,2.65,12.004,2.733,11.977,-2.267,10.745,12.692,-0.271,-4.174,0.49,10.996,12.419,0.327,2.943,11.734,-1.206,1.226,3.253,0.321,15.785,-0.336,13.217,-2.884,9.551,0.201,-2.957,-1.575,9.082,3.371,-2.671,8.834,-3.345,7.694,2.55,4.592,1.558,6.298,4.581,-2.961,7.096,0.007,-0.223,-2.93,-1.414,1.459,10.567,0.483,16.834,13.889,9.285,11.607,14.696,4.898,1.25,0.088,1.52,13.482,4.758,11.769,14.597,-0.917,0.391,-2.022,6.153,7.124,9.88,14.739,1.421,8.279,2.079,8.037,17.222,10.931,6.611,-1.167,-0.447,0.43,0.704,-1.365,12.099,7.376,9.207,14.54,-2.537,-1.694,1.635,13.996,1.211,6.215,11.543,7.539,11.479,8.524,-0.545,2.493,6.496,8.365,3.373,10.527,14.223,-1.732,2.051,9.916,8.526,-0.792,16.247,11.173,8.847,7.816,12.777,0.586,1.073,9.066,0.454,9.195,10.039,-4.151,-1.328,2.417,11.088,-2.768,11.244,13.128,-1.652,2.228,-1.229,-1.586,2.313,5.856,19.541,3.968,-1.062,0.462,11.738,5.189,12.54,5.872,14.66,15.763,12.083,-0.316,9.752,1.301,2.435,12.977,-1.391,15.982,-1.421,3.754,0.432,10.944,0.027,10.623,-1.049,-0.714,7.55,9.776,-1.712,14.889,9.73,-1.113,3.459,1.87,-0.846,-1.211,1.792,1.823,-0.002,-1.548,-0.97,-1.957,11.919,-2.549,11.801,7.405,1.73,7.21,-2.093,-1.382,5.81,-3.332,9.845,10.564,-1.684,6.165,-0.92,2.222,3.733,10.497,-3.948,11.574,0.191,0.374,3.667,11.269,-1.083,-1.214,10.892,-4.507,1.131,6.981,1.025,-3.071,-3.544,-2.082,2.504,-0.701,-0.203,-2.788,11.665,7.169,1.48,-0.817,0.024,-2.053,-0.464,4.39,0.297,6.321,6.482,-5.445,2.669,12.663,8.256,-3.198,12.964,13.805,2.453,-0.225,8.922,6.964,0.026,11.002,-1.997,6.257,-0.511,6.875,-4.598,-1.964,0.21,3.357,-1.413,-3.497,3.834,2.793,-0.111,-0.357,1.391,1.546,1.239,-0.769,1.776,-0.568,-1.891,-0.771,0.595,-1.053,-0.205,-2.36,1.375,3.017,-2.413,1.351,1.206,0.68,0.513,-0.566,-0.719,3.134,-0.726,1.404,-1.101,-5.385,-0.928,3.542,0.086,1.199,0.721,-0.993,6.665,0.787,-2.334,-2.082,-0.563,-1.047,3.883,2.688,1.342,2.047,2.211,-0.692,2.344,1.317,2.024,0.483,2.998,1.564,-1.325,-0.713,1.761,1.286,0.009,4.337,-1.583,1.186,-2.516,-1.574,3.394,3.85,-2.519,-2.21,1.676,1.007,-2.181,1.431,-0.788,-3.242,0.213,2.612,-0.967,1.552,-3.563,-3.965,0.369,1.089,-2.208,2.405,-3.948,-2.456,1.093,-0.709,1.407,1.359,-3.633,1.762,-0.865,-0.017,5.183,2.806,1.483,-6.421,2.175,-2.912,0.065,-2.704,0.664,-4.264,-1.381,-3.334,3.108,-2.887,4.513,0.668,3.129,2.077,7.764,1.415,-0.52,-2.085,-3.926,0.674,0.683,1.593,-0.08,-1.254,0.892,-1.038,-2.069,-1.425,1.779,-0.692,0.71,-2.068,-1.855,1.511,2.456,-0.365,0.707,1.618,-1.065,-2.557,-0.929,3.096,-0.838,-1.942,3.5,-0.245,-4.114,-0.412,4.654,4.393,2.084,-1.339,1.954,0.63,2.003,3.648,1.571,-3.947,-0.238,-2.509,-2.588,-0.073,2.05,-3.079,-4.431,0.34,0.017,1.315,-0.853,2.155,-6.773,1.161,-3.134,-3.203,0.361,-1.735,1.282,-2.738,-2.747,0.326,2.072,-1.839,-1.171,2.954,0.399,-3.554,-1.644,-0.852,1.976,-0.756,1.126,-1.836,0.339,0.888,-3.499,-2.067,-0.91,4.872,-3.805,1.123,-2.863,-2.815,8.405,-1.37,2.239,-0.159,2.718,-1.547,-2.048,0.159,-1.556,-1.955,-2.749,-3.803,-1.261,-0.607,-2.299,1.281,-2.809,4.143,0.484,-0.248,-5.977,-3.678,-0.252,1.77,4.294,-0.195,0.813,1.735,-1.413,-0.708,4.519,10.365,2.713,2.291,5.021,16.126,8.553],"base_top":[[32,23.212],[5708,22.694],[21850,21.534],[1206,20.264],[14030,20.242],[760,19.734],[65763,19.541],[2014,18.816],[2578,18.579],[332,18.484]]},"positions":{"tokens":[32,2624,4560,20169,6602,3018,383,264,6150,1785,314,16779,421,14989,1204,9468,11,5222,11,321,54067,264,2081,369,310,264,1156,579,3134,13,1061,22284,1817,369,8476,321,14537,5860,11,3428,13464,310,430,279,2972,93210,11767,159034,271,8160,369,264,29006,314,279,1328,9085,421,7995,1204,264,2081,369,20364,25,271,13962,220,16,13,2570,20162,318,760,328,9930,871,198,9923,264,2081,628,381,20364,11,424,1902,25705,279,1156,579,13522,3749,13,198,9,256,2972,674,31037,64700,561,2081,1902,5774,4087,279,1156,579,3296,13,1368,264,1156,25628,364,328,4993,310,21844,264,18565,1288,264,10793,2081,20169,4918],"text":["A"," search"," engine"," ranks"," pages"," based"," on"," a"," complex"," system"," of"," signals"," that"," evaluate"," how"," relevant",","," useful",","," and"," trustworthy"," a"," page"," is"," to"," a"," user","'s"," query","."," This"," ranking"," process"," is"," dynamic"," and"," constantly"," updated",","," often"," referred"," to"," as"," the"," **","ranking"," algorithm","**.","\n\n","Here"," is"," a"," breakdown"," of"," the"," key"," factors"," that"," determine"," how"," a"," page"," is"," ranked",":","\n\n","###"," ","1","."," User"," Experience"," (","The"," \"","Why","\")","\n","Before"," a"," page"," can"," be"," ranked",","," it"," must"," satisfy"," the"," user","'s"," immediate"," needs",".","\n","*","  "," **","Re","levance",":**"," The"," page"," must"," directly"," answer"," the"," user","'s"," question","."," If"," a"," user"," searches"," for"," \"","how"," to"," bake"," a"," cake",",\""," a"," recipe"," page"," ranks"," higher"],"proj":[[3.5919,-3.0549,8.7468,10.3882,-1.5162,-0.4237,-0.2652,-0.8825,0.043,-1.2659,0.1706],[-0.1522,-1.6111,9.3263,18.8367,-0.7415,-1.1981,-1.0392,-1.1099,0.1154,-1.3315,0.0269],[-1.8686,-1.2919,8.7476,19.0383,-2.176,0.1694,0.9834,-1.0956,0.4558,-1.4944,0.393],[-0.4497,-0.8271,7.9505,16.2614,-1.82,-1.372,-0.1441,-1.4599,0.3602,-2.1109,0.5908],[-0.5889,-1.581,8.2103,19.5268,-1.0311,-1.6675,-3.02,-1.5381,0.0902,-1.7927,-0.3934],[-0.5392,-2.2151,6.1886,16.6745,-2.6846,-0.8515,0.0449,-1.9317,0.0743,-2.4173,0.2971],[-0.1413,-1.6906,7.5472,18.3893,-1.9261,-0.3172,-0.3863,-1.5491,0.2898,-2.3532,0.5838],[-0.2076,-2.0037,5.9976,16.0877,-1.748,-0.2856,-1.1762,-1.4212,0.3548,-2.082,0.3719],[-0.5499,-1.0914,6.2562,15.2463,-0.6348,-0.8164,-0.5645,-1.011,0.1386,-1.5148,0.3416],[-1.3476,-1.0541,6.8908,14.3407,-0.6903,-0.1076,-1.4779,-1.0069,0.1108,-1.5721,0.8096],[-0.8794,-2.9351,5.838,16.7308,-1.6313,-0.033,-1.1469,-1.1111,0.1235,-2.3601,0.587],[-1.1558,-1.4548,6.7194,15.7917,-0.676,-0.4522,-1.1547,-1.1995,0.2397,-1.6116,0.4653],[-0.4815,-3.4845,5.001,16.7348,-0.5735,0.1296,-0.2128,-1.398,0.0123,-2.503,0.1375],[1.3829,-1.6684,3.6832,13.9133,-1.3999,-1.2516,0.53,-1.3111,-0.0437,-2.6432,0.6061],[0.0931,-0.7103,4.9831,14.7509,-1.1009,-1.451,-2.2215,-1.4194,0.3135,-1.7786,-0.0884],[-0.4161,-0.6574,4.8337,13.6127,-0.3279,-0.73,-0.1781,-1.4422,0.3588,-1.4012,-0.6706],[-0.6661,-1.2618,6.0259,15.5947,-0.0002,-1.6282,-2.0547,-1.008,0.1264,-1.8651,-0.3306],[-0.4774,0.6741,4.6849,12.6872,-0.5515,-0.543,0.0137,-1.0116,0.4044,-0.8292,-0.4105],[-2.0454,-0.4297,6.9257,18.2178,-1.3691,-0.0576,0.0263,-1.1493,0.5173,-1.5346,-0.2237],[-1.1469,0.3674,5.4644,14.3588,-0.9498,-0.1416,-0.0135,-0.9859,0.3831,-1.0814,-0.5366],[-0.4341,0.4776,4.1412,11.919,-1.8992,-0.1271,0.0607,-1.1375,0.3577,-0.8566,-0.4851],[0.2016,-1.4009,5.1006,13.7779,-0.7509,-0.8042,-1.0358,-0.9614,0.2498,-1.7673,-0.4757],[-0.3279,-0.4174,6.0334,15.6458,-1.2783,-0.9613,-1.3396,-1.0775,-0.1403,-1.3479,-0.482],[-1.7682,-0.2719,5.791,15.2186,-0.7667,0.653,0.3331,-1.2032,0.03,-2.1599,0.2238],[-1.8252,-0.3451,5.8919,16.3663,-1.737,-0.337,-0.8443,-1.2403,-0.0474,-2.3134,-0.2607],[1.0401,-1.7949,5.2884,15.1192,-1.6822,1.0961,-1.8107,-1.7082,0.2156,-2.2279,-0.4471],[0.2689,-0.9673,5.5393,15.0868,-1.2063,-0.1141,-2.7498,-1.4959,0.1525,-1.3556,-0.3812],[-0.4746,-0.1994,4.7918,14.5608,-0.9818,-0.0911,-1.2426,-1.48,0.4228,-2.1556,0.0025],[0.5557,-0.231,5.978,16.2517,-0.7581,-0.7714,-2.3315,-1.3754,0.1608,-1.4109,0.1083],[-2.3568,-1.5509,6.944,18.7012,-1.6081,0.3813,-0.9264,-1.5262,0.201,-2.6879,0.1515],[3.7101,-3.3625,4.8025,12.9471,-1.5703,-1.0129,-1.4707,-1.6791,0.4029,-1.8317,0.2958],[-0.0276,-0.7664,7.4592,17.4447,-1.6585,-1.1232,0.4131,-1.0083,0.0579,-1.9049,0.0949],[-1.0184,-0.9246,6.9342,17.4169,-2.8808,-0.5665,0.2334,-0.9366,0.1861,-1.9533,0.3525],[0.4261,-0.2656,4.9436,15.4732,-3.2761,-0.9014,-0.1129,-1.0316,-0.2139,-2.3964,0.546],[0.2238,-0.9394,3.9771,14.3066,-2.0793,-0.8886,0.3042,-1.0504,-0.0983,-2.1589,0.2397],[-1.4206,-0.7164,7.8365,18.9197,-1.4895,-0.4382,0.607,-1.7044,-0.2019,-2.1091,0.4668],[-0.32,-0.4012,4.2793,13.4068,-1.6637,-0.8734,0.2428,-1.1729,-0.0381,-1.5734,0.4558],[-0.9961,-0.4071,6.4677,15.634,-0.1942,0.8262,-0.2417,-1.5785,-0.0782,-1.2586,0.6144],[-1.4699,-1.3525,6.0552,16.9104,-1.0496,-1.1546,1.1553,-1.7992,-0.2426,-2.4166,0.2988],[0.387,-1.4479,5.1634,14.5923,-1.2483,-0.2762,0.2171,-1.6096,-0.1327,-2.0805,0.8079],[0.3675,-2.4687,5.4459,15.3675,-0.7668,0.1373,1.5796,-1.5009,-0.048,-2.1441,0.349],[-1.6218,-4.5137,4.8123,16.8296,-2.2853,0.8152,1.7224,-1.3863,-0.1532,-2.8062,0.2062],[-1.018,-3.6983,6.2164,19.2267,-1.5053,-0.4853,0.3728,-1.9724,0.1414,-2.5217,0.3645],[-0.6545,-1.9567,6.4466,15.391,-0.4056,0.0036,0.9482,-1.3539,0.2568,-1.9986,0.5475],[-0.9763,-1.348,6.9239,15.2836,0.1899,-0.0449,0.1142,-0.8171,0.3257,-1.2893,0.4919],[0.9619,-0.6229,9.5866,10.5713,-0.0168,0.3484,-0.9343,-0.6849,0.3424,-0.966,0.5461],[-1.6196,-1.5341,6.2691,15.5234,-0.6766,0.0504,0.3594,-0.8815,0.5187,-1.2949,0.7712],[-1.5582,-1.7771,7.2737,19.5899,-1.2706,-0.1726,-0.208,-1.1268,0.2365,-2.4189,0.5944],[2.5345,-3.6444,4.1705,13.8535,-1.854,-0.9374,-0.5946,-1.6954,0.1065,-1.775,0.4284],[3.1162,-4.1138,7.6334,11.2059,-2.8126,0.1111,-1.3973,-1.3945,0.0973,-1.7015,0.4486],[-1.3197,-1.4481,5.6426,16.807,-2.4007,-0.7374,2.0306,-1.4683,-0.073,-1.882,0.3199],[-0.4345,-1.7822,7.8553,18.9106,-2.7656,-0.3303,0.5138,-1.4482,-0.2793,-2.2411,0.4954],[-2.6018,-1.7741,7.9455,17.501,-1.3023,-0.8721,-0.1712,-1.1575,-0.5486,-1.2941,0.6216],[-1.1863,-1.8536,6.3796,19.6323,-3.2856,1.0253,0.9075,-1.5539,-0.1548,-2.1216,0.4426],[-0.309,-2.1999,6.2199,18.8467,-3.6091,0.1988,0.7718,-1.3644,0.0225,-2.2392,0.2413],[-1.0784,-2.0912,6.6256,18.5076,-1.996,-0.0682,0.2828,-1.1477,-0.0696,-1.5911,0.179],[-1.8673,-1.9306,6.7835,17.3579,-1.6028,-1.608,-1.1897,-1.2057,0.0189,-1.2814,0.1239],[-1.016,-3.4125,5.413,16.1349,-2.28,0.0366,-2.5611,-1.3936,0.2827,-1.9496,0.2548],[-0.406,-2.4285,4.6109,14.6896,-2.5738,-0.951,-0.7326,-1.3501,0.1287,-2.2091,0.2885],[-1.508,-2.2561,7.6873,16.9225,-1.4518,-1.9752,-1.1488,-1.8371,0.4751,-1.7825,0.2236],[-0.8482,-3.2364,6.9384,16.8403,0.2141,-1.4347,-0.6751,-1.9183,0.479,-1.9264,-0.3835],[-1.3019,-1.9277,8.0284,18.5469,-0.6208,-1.5192,-1.1404,-1.3276,0.1693,-1.3125,-0.2459],[-2.9349,-1.6538,4.1339,12.1686,0.1612,0.7207,0.9504,-1.4261,0.486,-1.6702,0.4395],[-2.9911,-3.3954,6.2621,14.0957,-0.1841,0.9911,-0.2289,-1.2801,0.091,-1.6926,0.0839],[-2.8001,-1.5186,5.5116,16.7214,-1.7896,-0.328,0.1826,-2.061,0.2597,-2.5952,0.0852],[0.1101,-2.0393,7.3428,18.4959,-4.0447,-1.6396,-1.0404,-1.425,0.3338,-1.7824,0.3254],[0.3222,-2.9344,11.2197,15.5604,-4.9627,-0.3846,-0.712,-0.8167,0.1375,-1.3705,0.4132],[-2.0761,-2.6219,8.8081,18.9365,-2.6036,0.2785,-0.9394,-0.6669,0.0976,-1.4348,0.5051],[-1.1795,-1.9857,11.9951,17.8012,-3.1879,0.2332,-1.2577,-0.4948,0.1974,-1.129,0.3622],[-0.6447,-0.9274,5.2187,11.6784,-0.2822,-0.0541,-1.5825,-0.7471,0.2129,-1.4468,0.6624],[0.691,-0.688,5.3057,11.0605,-0.075,0.4251,-0.6847,-1.0451,0.1683,-1.1686,0.7792],[0.9733,-0.5774,4.0927,9.2575,-0.3359,-1.1342,-0.4057,-0.8867,0.5877,-0.5226,0.8338],[-0.7074,-1.535,6.0134,15.8165,-0.1913,-0.1827,-0.5724,-1.4422,0.3408,-1.4045,0.6283],[1.7499,-0.468,7.1137,8.7015,0.6503,-1.1755,-2.1536,-0.9154,0.0992,-1.1675,0.9421],[0.5454,-0.209,6.2679,14.0487,-0.2028,-1.0276,-2.4425,-1.5115,0.1816,-1.2866,0.7886],[0.5034,1.1018,6.9469,9.0656,-0.1523,-0.5356,-3.5468,-0.846,0.5737,-0.8301,0.9459],[-1.2947,0.7115,5.7594,13.312,-0.4264,0.1314,-1.3558,-1.7061,0.341,-1.507,0.4257],[-0.1648,-1.6661,7.2358,17.3851,-2.7148,0.4723,0.3937,-0.9594,0.0798,-1.6202,0.4546],[3.2769,-2.5449,7.8824,9.5499,-0.9449,-0.5456,-1.9243,-0.9998,0.0995,-1.8775,0.2645],[0.5359,-2.6426,6.4124,15.4609,1.8239,-0.7888,-1.4353,-1.7214,0.7122,-2.5455,0.3014],[-0.532,-0.716,6.8497,16.2557,0.1083,-1.5564,-0.7037,-0.9651,0.373,-1.5806,-0.363],[-1.6785,0.3398,6.2429,14.883,0.5219,0.006,0.1893,-1.5895,0.6707,-1.9094,0.2708],[-0.0426,-0.6811,6.8589,14.6269,0.185,0.6972,0.5567,-1.6896,0.2177,-2.0086,0.1208],[-1.038,-1.204,7.5526,15.3367,0.1325,0.8714,-1.0505,-1.2689,0.3266,-1.8335,0.0209],[-1.5695,-0.2526,5.8513,15.1712,-0.838,-0.0181,-0.411,-2.0154,0.7429,-2.3213,0.0922],[2.3187,-1.7936,5.4233,15.0801,-0.3422,-0.1699,-3.6218,-1.5566,0.4791,-2.4875,0.3034],[-0.1978,0.6885,6.6233,17.3809,-1.0373,1.1364,-0.8952,-1.2126,0.4168,-2.2661,0.7529],[2.1516,-0.8564,5.3695,13.1128,-1.626,1.9054,0.5538,-1.4909,0.2602,-2.1352,0.4049],[2.8109,-1.022,6.3771,17.0025,-0.7857,0.4028,-3.5014,-1.481,0.2743,-1.7928,0.4883],[1.086,-0.1399,5.8546,15.7642,-1.0555,0.6939,-2.1081,-0.7748,0.3161,-1.3112,0.1516],[0.358,-0.3188,5.8642,16.7536,-1.2544,-0.0085,-2.0406,-1.3287,0.533,-2.0137,0.4901],[1.398,0.8567,5.5062,15.262,-0.6018,-0.223,-3.0483,-1.1049,0.2749,-1.394,0.7399],[1.2201,0.8921,6.9496,16.2072,-1.5806,-1.2872,-2.912,-0.9994,0.2227,-1.1175,0.7872],[-0.3953,-0.9872,6.9512,18.4126,-1.4285,0.3083,-0.7275,-1.7337,0.1595,-2.5066,0.4848],[2.6893,-1.9352,3.7479,11.1586,0.176,-0.1248,-0.2691,-1.5783,0.2504,-2.0794,0.3789],[0.4854,-3.192,9.8248,14.6696,-4.0959,-0.5243,-0.3185,-1.0047,-0.0591,-1.4812,0.0574],[-0.4485,-1.1119,7.8961,15.8992,-1.849,-0.3296,-0.1764,-0.9512,0.1993,-1.6375,0.2037],[0.3794,0.3779,5.9198,12.9964,-1.369,0.0188,0.0284,-1.4438,0.2966,-1.1097,0.5607],[1.6191,0.9302,6.4741,8.5719,-0.5095,-0.2541,-1.5599,-1.2206,0.2997,-1.0273,0.5953],[0.198,1.1007,3.951,5.8373,0.1775,0.5507,-1.792,-0.0039,0.0019,-0.6087,0.9314],[-1.7779,-1.3027,5.1262,15.002,-0.8379,1.2891,0.4434,-1.236,-0.042,-1.7874,0.713],[1.8248,-3.124,5.4239,13.9069,-1.353,0.8517,0.5151,-1.1222,0.0208,-2.1943,0.2529],[-0.1781,-1.5798,7.5095,16.7984,-0.3268,-0.0934,0.7126,-0.7528,0.0652,-1.5346,-0.1798],[-1.7939,0.9421,6.7221,15.0672,-1.1051,0.1466,-0.3484,-1.4373,0.0012,-2.0109,0.4737],[0.9447,-0.0402,5.6032,12.5769,-1.53,1.3131,0.9411,-2.0843,-0.1369,-2.5044,0.2701],[-0.2349,-0.1361,6.5676,12.5938,-1.299,0.5908,1.2263,-1.377,-0.1125,-2.1554,0.1542],[0.4007,-0.8409,8.162,19.0411,-2.8058,-0.5136,-0.7542,-1.5209,0.0686,-2.1209,-0.1498],[-0.0659,-0.8231,7.5312,17.6369,-1.9019,-0.1685,-1.0838,-1.4483,0.1058,-1.5111,-0.1337],[-0.4639,-0.0273,8.1679,18.4844,-2.5435,0.1394,0.459,-1.0598,0.2301,-1.8086,0.0661],[0.3816,0.4594,7.2338,16.8301,-1.7409,-0.2942,-0.713,-1.3072,0.1962,-1.4996,0.082],[-0.9247,-0.1479,6.4642,15.9053,-1.2986,0.405,-0.779,-1.7727,-0.1483,-2.473,0.1159],[1.9653,-1.9745,3.3352,10.5078,0.0844,0.415,-0.0981,-1.4652,0.1441,-1.9348,0.054],[2.1428,-2.1156,5.8996,15.3724,-0.212,-0.2593,-1.4134,-1.9375,0.5779,-2.4113,-0.3403],[-0.3049,-1.4178,6.9744,16.3337,-0.4842,-0.898,-1.9545,-1.5058,0.5073,-1.5219,-0.4411],[0.0425,-0.3737,4.0254,9.8993,-0.0996,-0.2658,0.087,-1.5705,0.6865,-2.0936,0.1354],[-0.6495,-0.5565,7.0738,17.8673,-2.6471,0.7751,-1.3511,-2.1813,0.6183,-2.9271,-0.0655],[-0.3647,1.1188,6.594,15.853,-1.9807,-0.2307,-1.1545,-2.0606,0.6138,-2.2884,-0.3019],[0.0114,1.6856,10.2334,10.9418,-1.6405,-0.5994,-0.4504,-1.7342,0.6591,-1.6394,-0.2365],[-2.6842,-0.2368,6.301,14.4265,-1.8766,0.5026,0.5856,-1.3733,0.0397,-2.2243,-0.5872],[-0.9708,0.7086,5.2593,11.329,-1.2081,0.8612,0.7757,-1.7794,-0.1135,-2.2929,0.1841],[-0.1622,0.502,6.607,11.4475,-1.4438,0.3049,-0.6489,-1.3941,0.9194,-1.7425,0.1547],[-1.3694,1.3234,7.1171,10.8927,-1.722,-0.1163,0.9288,-0.9582,0.8152,-1.2393,0.3786],[-1.3424,-0.128,8.0526,17.6033,-1.1968,-0.627,-0.6322,-1.7274,0.486,-2.6234,0.5994],[1.75,-0.6305,6.054,14.1047,0.8367,0.2995,-0.5851,-1.718,0.4798,-2.4315,-0.2938],[0.4538,1.1065,7.4112,14.7526,0.6027,-0.5734,-1.7235,-1.5206,0.3416,-1.4462,-0.1088],[-0.6792,0.8768,7.0644,15.7829,0.0418,-0.1286,0.5295,-1.3976,0.3603,-2.1224,0.1575],[-0.3635,0.3414,5.2071,12.7476,-0.1168,0.8877,-1.128,-1.5745,0.1562,-2.2541,0.6117],[-0.6036,-0.7871,5.7274,13.6313,-1.0007,1.3436,0.1973,-1.7851,0.6745,-2.377,0.5958]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"A search engine ranks pages based on a complex system of signals that evaluate how relevant, useful, and trustworthy a page is to a user's query. This ranking process is dynamic and constantly updated, often referred to as the **ranking algorithm**.\n\nHere is a breakdown of the key factors that determine how a page is ranked:\n\n### 1. User Experience (The \"Why\")\nBefore a page can be ranked, it must satisfy the user's immediate needs.\n*   **Relevance:** The page must directly answer the user's question. If a user searches for \"how to bake a cake,\" a recipe page ranks higher","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"A search engine ranks pages based on a complex system of signals that evaluate how relevant, useful, and trustworthy a page is to a user's query. This ranking process is dynamic and constantly updated, often referred to as the **PageRank algorithm** (though it is not a single algorithm, but a collection of mathematical and heuristic methods).\n\nHere is a breakdown of the key factors that determine how a page is ranked:\n\n### 1. User Intent and Search Query\nThe engine first analyzes the user's query to determine what they are looking for.\n*   **Relevance:** The page's content directly answers the user's question","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":false}}},{"id":"prose2-06","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Why do ships float?","tools":[],"prompt_tokens":28,"decision":{"rms":0.41175662631442406,"sumsq":173.6115397773683,"hb":[-0.06875,-0.05078,-0.69425,-0.29238,-0.46181,0.21441,-0.70454],"lse":23.578590460261236,"logits":[14.048,13.582,10.12,13.313,10.902,11.234,8.898,9.464,8.582,8.585,10.723,8.751,16.933,14.375,13.55,16.222,14.099,17.027,14.63,15.601,15.136,14.442,15.311,13.092,12.379,13.844,14.186,20.533,12.48,14.915,15.299,10.122,8.972,9.182,3.846,7.417,7.609,9.784,4.67,6.17,7.631,5.715,2.607,9.239,3.038,5.537,2.163,5.857,5.682,17.395,0.371,1.123,4.123,2.267,0.407,4.142,2.559,6.169,11.71,4.624,-0.386,15.846,3.049,3.247,4.292,3.572,0.424,13.666,0.167,18.981,4.643,2.58,11.566,-0.833,15.222,-1.076,10.415,6.355,4.586,7.712,14.518,4.622,11.787,14.336,11.575,5.046,-3.133,6.208,10.955,5.723,0.702,14.614,17.702,6.967,5.303,12.294,14.474,-1.235,0.979,0.031,11.744,16.02,-1.988,7.543,2.409,15.605,14.509,1.67,-0.068,12.763,-0.348,7.294,11.981,2.481,12.506,14.606,18.457,3.595,23.428,6.373,13.25,14.449,14.49,13.354,17.503,2.597,5.706,12.233,9.664,14.372,-2.699,5.954,-2.623,4.164,9.93,5.297,7.316,15.593,0.632,12.295,9.883,17.299,12.03,5.604,-0.073,4.811,14.318,1.313,13.516,0.709,3.761,10.284,1.921,8.701,12.935,4.982,5.339,2.111,15.605,8.076,14.172,0.108,12.203,-1.112,13.672,1.347,4.195,4.158,-5.736,4.477,14.734,14.203,17.08,15.396,2.47,-1.094,2.708,12.168,11.82,11.687,10.566,-0.118,5.11,-1.712,9.822,10.021,10.264,8.86,0.721,14.459,15.71,-3.105,16.806,3.786,4.438,4.363,10.061,17.075,8.464,1.446,12.748,5.779,12.013,3.295,13.023,12.282,6.106,1.649,-0.337,14.858,3.321,16.915,12.598,-6.473,8.3,4.557,-0.053,-2.691,2.893,3.7,9.018,11.773,8.691,-0.309,3.03,13.433,5.131,1.973,4.797,12.051,3.856,-5.595,-2.722,5.186,13.816,9.99,2.158,8.092,12.495,15.341,1.94,0.694,4.246,4.098,-3.661,9.436,-1.465,-3.574,4.812,8.906,1.239,3.694,14.938,14.494,6.387,-6.175,6.798,7.459,11.28,16.595,4.647,11.835,-1.281,2.118,-1.021,5.306,1.553,10.967,4.912,14.916,-2.759,0.323,-1.185,3.001,0.983,12.127,13.337,-5.048,12.093,-0.142,6.494,9.559,4.128,4.581,12.268,6.414,-1.018,-0.953,15.412,11.913,0.842,12.653,12.065,3.491,10.001,9.676,1.046,11.37,14.217,10.912,12.499,11.228,0.879,18.203,10.069,7.699,5.56,9.839,-1.105,13.278,12.231,3.219,16.402,11.323,0.145,-2.922,14.65,0.151,-4.646,-1.863,0.542,12.916,7.418,16.222,1.985,9.588,-0.247,-4.071,14.026,12.919,16.403,1.139,3.268,10.853,9.28,2.557,15.646,-1.048,-1.651,11.575,-4.043,3.865,6.567,5.907,-0.065,9.429,12.592,-0.547,7.477,-0.514,6.957,0.746,0.26,-1.756,-6.688,15.186,10.11,15.548,10.932,10.331,-0.881,5.054,-1.5,0.772,11.889,3.669,9.605,0.451,2.151,-0.778,7.781,5.293,-0.092,9.364,14.219,-2.7,14.401,12.361,11.03,13.863,2.528,2.501,12.536,-2.62,7.38,12.365,0.564,-2.458,3.266,9.071,16.399,6.954,9.648,18.276,3.546,7.989,8.898,7.877,2.128,-1.602,3.538,-2.602,10.151,13.182,9.403,-1.077,7.926,10.835,-3.035,-3.719,10.085,8.835,0.375,-1.593,11.822,14.29,-4.235,7.041,12.075,12.027,6.875,13.843,-1.228,-4.263,0.085,15.454,-1.454,0.672,12.409,-1.908,11.418,9.176,-2.072,5.885,-4.13,2.932,7.349,1.037,10.985,13.506,11.401,-1.024,7.738,6.243,-5.135,0.685,9.237,3.379,10.599,0.541,15.012,-7.159,10.26,-5.742,0.177,3.568,12.915,9.268,13.484,-1.087,-0.739,13.627,1.345,8.054,1.768,3.79,-0.707,5.132,12.603,11.984,6.548,11.505,10.075,0.93,-3.911,-1.611,0.391,12.426,12.998,-2.794,5.076,6.281,10.84,1.19,16.578,15.682,-3.525,2.59,14.746,9.648,12.213,0.8,12.564,-0.92,18.259,4.395,12.614,-1.116,12.12,-4.884,7.805,-0.036,11.298,11.099,-3.524,9.573,1.882,8.901,9.018,12.756,3.088,7.206,1.836,-2.204,12.917,1.953,0.431,14.685,1.564,11.509,8.496,0.132,-0.421,-1.623,5.604,9.427,-2.526,-3.161,9.993,9.886,-2.74,13.747,3.357,-3.793,-0.098,4.93,0.954,1.865,10.335,1.523,15.708,-3.73,1.568,3.456,-0.205,4.464,10.24,9.907,6.193,-1.829,0.845,13.919,-0.984,3.185,3.644,11.818,-2.393,11.12,-1.209,8.761,11.929,0.412,-7.687,2.636,13.195,10.358,2.0,-2.185,11.302,-3.093,0.554,2.675,-1.303,15.087,4.171,4.74,-4.403,13.988,0.672,-2.636,-1.415,8.121,1.978,1.817,11.369,-7.086,4.91,-2.216,5.179,-1.649,9.295,7.33,-6.49,3.17,0.168,-5.93,-3.108,-0.312,-1.513,9.317,0.226,13.087,16.554,10.088,12.549,14.454,2.747,2.024,0.454,-1.038,14.146,3.918,9.298,14.726,0.698,-2.589,-6.074,6.211,12.348,10.131,11.423,-0.361,8.247,2.871,10.214,17.58,8.084,9.532,-0.421,-1.299,2.136,1.77,-4.924,11.207,5.1,11.923,14.296,-1.491,-3.058,0.538,12.954,-1.075,10.389,11.945,7.231,13.241,10.711,0.313,1.034,9.302,-0.951,1.095,9.138,15.194,-6.081,-3.26,13.183,10.257,-1.873,4.959,9.061,14.414,8.007,9.387,-1.254,-2.85,11.676,1.263,10.568,10.555,-6.661,-3.113,4.14,15.503,-0.08,13.873,14.546,-4.374,-0.125,1.013,-0.879,3.745,3.573,9.426,-0.2,2.649,-0.897,9.532,7.8,13.199,7.138,14.736,13.156,14.067,1.806,12.5,-1.895,4.691,15.402,-2.691,9.572,1.22,1.322,1.013,8.423,-3.377,12.32,-1.498,-3.093,8.348,9.885,-0.652,14.961,6.091,-0.087,1.419,1.457,-2.398,-0.42,-0.683,-0.502,2.663,0.304,-3.63,0.931,8.433,1.044,8.048,8.974,2.577,10.153,-6.274,-4.544,3.996,-2.403,10.429,7.096,0.541,5.447,-1.01,0.218,6.962,9.246,-2.681,7.98,0.04,0.882,0.208,11.138,-1.042,-2.461,8.425,-5.567,1.789,9.75,-1.765,-1.427,3.241,-1.224,5.626,-0.004,-2.525,-0.908,14.13,3.242,0.027,-1.062,0.943,-4.8,-0.457,4.57,-3.625,8.289,7.91,-2.637,2.719,14.656,9.5,-3.881,9.271,11.476,1.826,-1.464,8.991,7.659,-1.975,6.155,-3.374,7.129,-5.301,10.077,-4.653,-0.562,4.01,3.845,2.307,-1.579,0.139,0.133,-2.409,5.743,-0.124,2.932,2.99,1.495,3.205,4.757,-0.535,0.356,1.264,3.833,-0.98,1.333,-0.249,2.391,2.17,-0.705,-2.038,-1.353,1.171,2.323,2.616,5.639,1.765,1.039,-4.15,-2.873,-0.414,2.871,-0.134,1.753,-4.114,-4.173,2.126,2.214,-2.324,0.239,2.445,-0.337,0.895,0.695,1.405,3.83,4.875,0.575,4.983,1.638,-0.926,-3.259,-1.157,1.783,2.626,0.221,-2.42,-1.267,-1.788,-0.191,0.216,3.127,-0.675,0.084,-0.892,6.691,-1.358,-0.565,-1.377,-0.509,0.726,-2.916,-4.707,-4.263,3.78,1.031,-2.767,1.263,3.8,-0.11,1.113,-1.287,-1.942,1.122,0.154,-1.7,1.102,-2.115,-0.105,0.935,-2.061,-0.949,-0.56,0.613,3.039,-0.117,-1.453,0.396,4.533,-4.788,0.93,-2.881,4.195,-2.45,-5.416,-4.309,5.034,-5.381,-1.439,-1.851,1.011,-1.206,1.433,1.105,-0.529,2.647,-1.946,-1.721,-1.625,2.283,-3.507,1.733,0.911,-4.197,-2.929,2.272,1.236,1.409,5.215,-2.116,-0.292,-0.44,0.905,-1.295,2.158,-2.401,-4.76,-0.112,-2.064,2.809,-2.229,-3.588,0.464,2.278,2.174,-0.458,3.373,1.899,-2.112,-2.882,-0.028,0.061,4.642,2.546,-1.348,-4.361,-1.161,-3.14,-1.087,0.641,-0.536,-4.812,-2.781,-0.783,1.449,0.004,-0.991,-1.988,-6.52,-0.805,-3.397,-1.584,-4.506,-3.682,2.711,-3.443,-0.065,0.768,2.797,-1.709,-3.085,2.822,-0.024,-4.519,1.325,-0.316,0.135,-3.845,-2.731,-0.452,-2.362,4.089,-5.516,-2.358,-3.516,1.244,-1.69,2.032,-2.299,-2.272,12.143,-0.272,4.263,-4.14,-1.185,-2.61,-2.668,2.571,-1.965,-2.311,1.602,-3.964,-1.78,-1.469,-1.773,-3.158,0.284,2.571,0.908,-2.798,-5.066,0.582,1.582,-2.565,0.633,1.728,-0.585,-1.123,0.291,-4.262,7.225,11.637,4.366,6.526,5.585,16.173,12.98],"base_top":[[1948,23.428],[50,20.533],[760,18.981],[1919,18.457],[17413,18.276],[28657,18.259],[9930,18.203],[1206,17.702],[50821,17.58],[2064,17.503]]},"positions":{"tokens":[1948,2978,2153,1521,314,2972,18164,316,56548,6,78193,93868,864,5134,421,264,2407,74566,303,264,15133,11120,449,38453,72081,505,5176,5951,310,279,4528,314,279,15133,424,13075,2355,13,271,8160,369,279,2923,13909,28253,29006,314,1204,411,4138,364,17199,25,271,16,13,220,2972,4684,15627,92217,3095,264,8026,369,81179,303,2919,11,424,39358,15204,318,4104,25244,8,264,7867,314,2919,5951,310,279,2702,4528,314,279,8026,5346,866,24834,424,22651,13,198,17,13,220,2972,57790,2181,505,11395,92217,10235,310,9214,316,56548,6,78193,11,279,2919,39358,685,383,279,8026,440,264,5176,5951,310,279,4528,314,421],"text":["Sh","ips"," float"," because"," of"," **","Arch","im","edes","'"," Principle","**,"," which"," states"," that"," a"," body"," immersed"," in"," a"," fluid"," experiences"," an"," upward"," buoy","ant"," force"," equal"," to"," the"," weight"," of"," the"," fluid"," it"," displ","aces",".","\n\n","Here"," is"," the"," step","-by","-step"," breakdown"," of"," how"," this"," works"," for"," ships",":","\n\n","1","."," "," **","Dis","placement","**:"," When"," a"," ship"," is"," submerged"," in"," water",","," it"," pushes"," aside"," (","dis","places",")"," a"," volume"," of"," water"," equal"," to"," the"," total"," weight"," of"," the"," ship"," plus"," any"," cargo"," it"," carries",".","\n","2","."," "," **","Bu","oy","ant"," Force","**:"," According"," to"," Arch","im","edes","'"," Principle",","," the"," water"," pushes"," up"," on"," the"," ship"," with"," a"," force"," equal"," to"," the"," weight"," of"," that"],"proj":[[4.4555,-1.5461,9.3945,8.2787,-1.7899,-0.6303,-0.8134,-1.2376,0.5253,-1.0887,-0.016],[0.1975,-1.719,7.2225,12.9516,-1.5371,-1.5798,0.5879,-0.9839,-0.0602,-0.8066,0.0422],[1.0235,-1.0903,8.8991,16.7878,-3.3005,-1.4114,0.3181,-1.8683,0.0481,-2.3944,0.202],[1.3713,-2.0254,7.4379,18.2854,-1.839,-1.8835,0.0473,-2.2478,-0.2261,-2.9064,0.3611],[0.7292,-1.9759,5.3806,16.0173,-0.8589,-0.9609,-1.86,-2.0992,0.3368,-2.3747,0.2379],[-0.3082,-0.3674,4.9565,14.7865,-1.0684,-0.4551,0.2344,-1.9673,0.1179,-2.2974,0.4286],[0.5502,-0.3859,8.7287,11.653,-0.8234,-0.6155,-0.0892,-1.6945,0.1951,-1.8178,0.3786],[0.728,-1.1963,6.0422,11.6671,1.2515,0.0068,0.7171,-1.599,0.3798,-1.405,0.1913],[1.7474,-1.2966,5.0909,9.6725,2.9408,-0.3103,1.314,-1.5094,0.2628,-1.2157,0.2531],[0.0822,0.0948,7.2627,15.5035,0.0305,-0.3659,1.1286,-1.4063,-0.0771,-1.4638,0.1679],[0.7965,-0.587,6.0993,13.2089,0.2655,-0.5616,1.3182,-1.1967,-0.0473,-1.2355,0.2211],[-1.0258,-1.9121,5.9715,18.5865,-0.9083,-0.452,-0.4572,-1.118,0.1414,-2.2168,0.238],[0.7241,-3.4104,5.447,17.5086,-0.9158,-1.8119,-0.0867,-1.2421,0.1468,-2.3743,0.4737],[1.2682,-1.3008,4.019,14.7794,-0.9889,-2.2055,-0.3149,-1.1183,0.1861,-2.438,0.2507],[0.6301,-2.2219,6.3715,15.8513,-0.9128,-1.3265,0.9996,-1.416,0.1608,-2.118,0.2557],[2.0841,-0.7715,4.3067,12.1933,-0.3162,-2.2746,1.4199,-1.44,-0.1797,-1.813,0.0495],[-0.9172,0.3519,4.3191,11.0146,-0.2235,-2.2627,1.8342,-0.7507,0.0128,-1.0238,-0.0208],[-0.2984,1.5309,3.6741,9.216,0.8401,0.3367,2.0635,-1.2044,-0.1149,-1.9898,0.2442],[-2.0275,0.0348,5.3632,15.0202,-2.0787,-0.274,3.0817,-1.3626,0.4115,-2.5578,-0.0761],[-0.8863,0.3353,5.3583,14.2893,-2.8792,-1.343,3.2871,-1.4205,0.3207,-2.4092,-0.1192],[-2.1836,1.7618,4.6803,12.4916,-2.3795,-1.2067,2.9903,-0.9448,0.0419,-1.5348,-0.1539],[0.8331,2.6854,3.4559,8.2683,-0.7625,-0.431,1.2528,-1.4378,-0.0226,-1.9721,-0.0938],[2.0176,0.2791,4.476,10.3752,-0.1513,-0.644,0.9505,-1.1708,-0.382,-2.0044,0.2683],[1.0808,0.3548,3.8226,8.2126,0.9027,-0.5465,1.6703,-0.9926,-0.6108,-1.5199,-0.0361],[0.7075,0.2183,4.5894,11.043,-0.3207,-1.519,0.6447,-0.5751,-0.4772,-1.4435,0.1186],[0.5771,-2.6524,5.8042,11.9949,1.587,-0.7644,0.8417,-0.7419,-0.0409,-1.379,0.2876],[-0.2303,-1.1135,6.3784,14.341,-0.4989,0.0409,1.0778,-1.1787,-0.2176,-1.9887,-0.1634],[0.7817,-1.2019,5.2223,12.5977,0.0542,-0.9762,0.4144,-1.1286,-0.2277,-2.1798,-0.1872],[-0.892,-0.8778,8.7446,16.8822,-2.1903,0.5137,1.61,-1.2793,-0.0863,-2.3995,-0.142],[0.0115,-0.4769,6.8596,13.3323,-2.2316,0.5355,1.0056,-1.458,-0.2004,-2.157,0.221],[0.5692,0.6042,5.3109,9.7902,-1.2298,0.1475,0.4309,-0.8839,-0.4286,-1.4425,-0.1632],[-2.2506,-0.2202,7.2352,15.9808,-1.7013,1.174,0.1906,-1.3472,0.0463,-2.3642,-0.2648],[-0.5299,-0.9162,4.4832,11.2403,-4.2039,0.2298,2.4505,-1.0261,0.397,-2.2341,0.0697],[0.1488,-0.1763,3.7184,8.9312,-2.7731,-0.4943,1.3827,-0.5011,0.1384,-1.5346,-0.0798],[0.2327,-0.1637,2.752,9.8714,-2.5731,0.3541,0.9577,-0.8388,-0.0002,-1.6667,-0.4203],[-0.9069,0.312,5.1748,11.6141,-1.7028,-0.5969,1.6615,-0.9985,0.3388,-1.3162,0.2045],[-0.185,-1.3457,5.8191,13.1435,-0.7682,-0.1067,1.82,-0.2477,-0.2112,-1.0502,0.3538],[-0.8928,-2.4012,6.8431,19.0315,-1.6409,-2.3133,-0.445,-1.112,-0.0279,-2.5012,-0.2463],[2.2079,-4.2553,4.5963,14.3424,-1.8906,0.0987,-0.5281,-1.7691,0.3766,-1.8479,0.2509],[3.3455,-4.2157,5.5919,8.7298,-2.2635,1.4443,-1.4156,-1.5299,0.323,-1.7868,0.1513],[-1.0185,-1.5274,5.4883,16.7731,-1.8726,0.5271,1.5176,-1.5625,0.0979,-2.1915,-0.0064],[-0.8617,-1.7823,7.6637,19.3127,-2.7689,1.6446,-0.1172,-1.6875,-0.0576,-2.5476,0.2829],[-2.3019,-1.8933,6.9853,18.5902,-0.8375,2.0549,-0.5335,-1.2039,-0.1139,-1.6746,0.2612],[-1.8503,-1.3861,8.6427,17.5765,-2.1236,-1.7564,1.5133,-0.7026,-0.3011,-1.3899,0.6878],[-3.6789,-1.4634,8.2809,17.8868,-2.3058,0.661,-0.6312,-1.2778,-0.2423,-1.3849,0.6329],[-2.4823,-1.4514,7.8221,18.1812,-1.9409,-0.1117,-1.1602,-1.3381,-0.1396,-1.3283,0.6135],[-1.4944,-0.8142,6.4138,18.8972,-2.5908,1.6355,-0.0887,-2.0196,-0.1156,-2.2087,0.459],[-0.3128,-0.6509,7.6518,19.9397,-3.4957,-0.3212,-0.0306,-1.8371,0.2673,-2.0995,0.2693],[-0.2216,-1.8733,6.7899,18.4369,-2.1476,-1.2712,-1.7666,-2.0853,0.4771,-1.9505,-0.0753],[-2.0419,0.4649,6.1375,17.2835,-1.9906,-0.2762,0.712,-1.3984,0.0543,-1.925,-0.1704],[-1.0335,-1.306,6.121,17.6787,-2.8561,0.0884,0.5751,-1.8993,0.1602,-2.3832,0.0524],[0.4099,-1.2083,6.8898,18.1616,-1.0714,-0.6068,-0.2806,-2.066,0.8336,-1.6764,-0.2882],[-0.961,-1.1902,7.5004,19.3151,-1.8942,-0.4274,0.3038,-2.1959,0.2489,-2.2758,0.1103],[0.4437,-2.334,6.5173,17.1155,-3.8742,-0.5162,-0.6284,-1.6913,0.3456,-1.7441,0.1383],[1.5882,-3.753,10.4338,14.7019,-4.3975,0.4788,-0.8568,-0.7907,0.0159,-1.3572,0.1668],[-1.0319,-2.2145,6.8839,15.5018,-1.9156,-1.5661,-1.3373,-1.2151,0.233,-1.8746,0.1727],[0.9948,-1.8726,5.7185,13.0775,-0.8742,-0.7966,-0.1078,-0.8758,0.1401,-1.3779,0.0342],[1.9234,-1.0145,5.6688,14.0594,-1.389,-0.0202,-0.3722,-1.0064,0.1778,-1.7766,0.0998],[2.2091,-0.2294,5.9895,10.4868,-0.3326,-0.2279,-1.1326,-0.763,0.1091,-1.6411,0.0991],[-1.1142,-0.3896,5.4846,11.9687,0.3237,1.084,-0.3993,-1.4453,0.0202,-0.9492,0.2725],[0.5686,-0.5963,4.182,15.962,-0.4069,0.6248,0.1221,-1.3866,-0.0229,-2.154,0.0855],[4.3045,-3.2003,4.1726,13.8657,-2.2993,-0.4122,1.265,-1.7236,0.4631,-2.1914,-0.0197],[1.0813,-2.0754,4.4776,15.0328,-1.4747,-0.279,-0.2817,-1.9992,0.5283,-1.9901,-0.2339],[-0.329,1.0026,4.9262,14.1704,-1.1375,-1.6059,-0.9646,-1.5451,0.6453,-1.3778,-0.2039],[0.5246,-0.6082,3.3054,8.9288,-0.7118,-0.5266,0.6911,-1.9654,0.744,-1.9301,0.0723],[0.6631,-0.7664,4.6661,12.2918,-0.1415,-0.2,-0.3227,-2.2174,0.2489,-2.4445,-0.0175],[-0.5198,-0.8277,4.3588,16.1973,-0.459,0.0594,0.0108,-2.1626,0.328,-3.0589,-0.0217],[-0.3798,-0.2339,6.1442,16.0639,-1.5507,-1.2311,0.494,-1.4066,0.6141,-2.1801,-0.1416],[-1.4275,-0.9277,5.7485,17.6409,-1.1632,-0.8004,0.9317,-1.9099,0.3953,-2.7928,-0.1488],[2.2914,-0.8688,3.7184,13.4848,-2.4657,-0.8427,-1.0444,-2.161,0.4931,-2.428,-0.1736],[1.5798,1.4171,4.381,11.0048,-0.9288,-0.3964,-1.3557,-1.5231,0.1872,-1.8705,0.3488],[0.8717,-1.7975,4.4815,13.6297,-2.25,-2.6386,-0.6578,-1.2249,0.2838,-2.0678,0.0979],[0.8506,-0.2483,5.439,15.593,-1.06,-2.025,0.6418,-1.3005,0.3812,-2.2832,0.0846],[2.6072,0.835,9.1895,10.5533,-1.414,-0.702,0.0506,-0.9428,0.4905,-1.216,0.1231],[-0.049,-0.1743,5.2184,9.0284,-0.3103,-0.3299,1.4936,-1.0801,-0.0294,-0.8951,0.2251],[-1.2384,-1.4664,6.6947,18.0863,-1.5776,-1.6995,-0.198,-0.7548,0.2282,-2.1359,-0.238],[0.9741,-0.5112,3.6543,12.1285,-1.4287,-0.6445,0.1784,-1.0159,0.7122,-2.3014,-0.0576],[-0.3514,-0.7419,4.7407,13.0032,0.8606,-1.4141,-0.1557,-0.8876,0.2024,-1.379,-0.0516],[-0.1775,-1.6531,6.6909,17.5251,-0.3437,0.3452,0.4319,-1.4125,0.4338,-2.764,0.002],[1.1305,0.2272,6.2092,15.0374,-2.3305,-0.3361,0.6846,-1.2813,0.5796,-2.2472,0.0314],[0.1083,-1.1464,4.2707,14.1196,-0.7031,-0.3097,0.2305,-1.1237,0.0725,-2.6527,-0.4965],[-1.1412,-1.4345,8.9084,18.1598,-2.4398,0.9915,2.1138,-1.3775,0.4106,-2.3807,-0.2261],[0.2103,-1.4716,7.3549,15.3167,-1.9492,-0.6155,0.9043,-1.484,0.4909,-2.2405,0.0939],[0.2911,-0.8255,6.1745,13.0233,-0.9062,-0.9089,0.5621,-0.8663,0.1914,-1.3693,-0.0686],[0.2531,-0.6092,6.851,14.3195,-1.7816,-1.0978,-0.5321,-1.2506,0.2625,-1.2996,0.0196],[-1.4287,-1.7342,8.0255,18.2887,-2.3097,1.4992,-0.6779,-2.0232,0.2408,-2.5495,-0.0185],[0.1877,-0.2589,6.9973,16.692,-3.2068,-0.0083,-0.4479,-1.8726,1.0227,-1.9393,-0.0506],[-0.183,-0.0517,6.2431,15.2142,-1.8881,-0.8507,-0.6212,-1.4134,0.7876,-1.5247,-0.092],[-0.1702,-0.1853,6.4686,15.8582,-1.2348,-1.6529,-0.6029,-1.6057,0.4087,-2.2613,-0.1708],[0.2658,-1.3765,6.3191,15.2786,-2.6634,-1.0425,-0.5244,-1.7419,0.8954,-2.2115,-0.4025],[-0.2432,0.1432,4.2143,12.3082,-1.9194,-1.6145,-1.3706,-1.6292,0.7938,-1.5816,-0.5587],[-0.4526,-1.9289,3.8671,12.012,-1.5405,0.0714,-1.06,-1.6886,0.4296,-2.5344,-0.5148],[-1.1354,-1.091,5.5548,12.9897,-2.4088,0.2723,-0.9085,-1.3902,0.623,-1.8771,0.1261],[-0.2966,-1.3083,6.7351,17.36,-2.2214,-0.5545,-0.739,-1.4064,0.1879,-2.7738,-0.3139],[4.1882,-2.5312,3.7668,14.8031,-2.2693,-0.319,1.0265,-1.9293,0.4388,-1.8016,-0.0286],[-0.7239,-1.3319,8.8867,14.7287,-4.281,0.1408,0.0954,-0.871,0.1731,-1.6934,-0.0175],[-2.8645,-2.2229,7.3538,16.337,-0.4347,-1.4043,-0.4584,-0.7983,0.2517,-1.8014,-0.1295],[-1.4226,-1.5949,6.8513,13.8931,-1.0068,-0.6306,2.1315,-0.9139,0.2888,-1.1207,-0.1071],[0.3797,-0.9579,5.8112,14.341,0.0501,0.4253,0.9546,-1.0191,0.2118,-1.8248,0.0456],[1.1453,-0.8802,6.6919,10.9245,0.9015,-0.2692,-0.8571,-0.9164,0.1273,-1.7974,0.0834],[-0.3154,-2.5733,6.2723,12.6641,0.6822,-0.0069,-0.2077,-0.9094,0.1931,-1.3092,0.3843],[-0.4474,-2.0119,7.7397,15.3224,0.9298,0.0904,1.1184,-1.5299,0.1007,-1.8627,-0.0315],[0.4065,-1.7382,6.6416,15.8501,-0.1679,1.195,0.9049,-1.4054,-0.0165,-1.6251,0.0075],[0.4422,-1.8799,4.1651,13.8358,-0.995,0.546,1.3879,-1.4197,0.0654,-2.1919,0.1237],[3.8308,-1.6133,2.451,11.3681,-1.6701,-0.0676,1.5182,-1.3499,0.3435,-2.0925,-0.0673],[0.9848,0.0451,4.8348,14.9872,-0.632,0.7139,2.8048,-1.4799,0.3848,-2.5966,0.0053],[1.8002,-0.9651,4.0826,14.1047,-0.5976,-0.828,0.1749,-1.9405,0.4611,-2.2529,0.2574],[0.3331,-0.8782,7.4556,14.7637,1.4517,0.0868,2.18,-1.4633,0.2711,-1.5452,0.2689],[1.168,-1.723,6.2099,12.3146,1.7192,-1.3424,1.0605,-1.3624,0.4995,-1.1487,0.2609],[-0.7796,0.1899,7.9619,18.2381,-0.0735,-0.7835,1.7671,-1.5057,0.0116,-1.921,0.1226],[-0.5747,-0.9577,7.7963,18.6784,-0.5809,-1.6432,1.0067,-1.2627,-0.097,-1.6707,0.148],[1.2352,-0.3135,5.0182,17.0958,-1.4006,-0.8759,0.1008,-1.124,0.5431,-2.3107,0.0389],[4.2273,-0.6556,3.9957,14.2541,-2.444,-0.9024,1.0013,-1.6628,0.5026,-2.3891,-0.2245],[1.0719,0.0689,4.6934,12.4101,-0.7087,-0.679,1.8067,-1.0525,0.2591,-1.7052,-0.3144],[-0.2206,0.8642,4.7926,11.1943,-1.0016,-1.4917,-0.1098,-1.1165,0.0867,-1.7087,0.0721],[0.848,-1.7687,6.2553,14.1165,-2.4154,-2.7598,1.112,-1.1486,0.186,-2.2069,0.2883],[0.5023,-1.1842,6.7238,14.7229,-0.4365,-2.6376,0.6414,-1.1946,0.1618,-2.3673,0.142],[2.1804,-0.7505,5.9956,16.5225,-2.8246,-1.2081,-1.596,-1.6531,0.8581,-2.0569,-0.0888],[0.6562,-0.1978,5.8394,14.9249,-1.5373,-0.8484,-0.979,-1.2668,0.7221,-1.4642,-0.0927],[0.5949,-0.5355,4.3074,12.2441,-0.0718,-2.2779,0.2689,-1.0896,0.2086,-2.1433,0.243],[1.4189,-1.4294,6.5952,15.2332,-0.0014,-1.3172,1.7546,-1.1435,0.3788,-2.2155,0.3334],[0.3973,-1.3166,6.6848,14.877,0.8731,-2.2155,1.2229,-0.7536,0.068,-1.4535,0.1166],[0.7063,-1.8179,6.4697,15.7485,0.1162,-1.1672,0.3775,-1.2068,0.1097,-2.2511,-0.2259],[-0.3198,-1.6678,8.0797,17.9962,-2.2285,0.2448,1.3815,-1.3171,0.4669,-2.3659,0.0177],[0.9021,-1.7958,6.838,15.9987,-2.1674,0.2772,-0.6621,-1.6814,0.479,-2.312,0.2316],[0.8171,-0.3861,6.5474,13.977,-0.8245,-0.4454,-0.5609,-1.1352,0.0885,-1.4544,-0.2493],[-0.8115,-1.5025,7.5119,17.8718,-1.811,0.3677,-0.55,-1.5533,0.3103,-2.5487,-0.1051],[1.9634,-1.3463,6.9418,16.3128,-3.5295,-0.1594,-0.0458,-1.5129,0.7466,-2.5709,-0.1659]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"Ships float because of **Archimedes' Principle**, which states that a body immersed in a fluid experiences an upward buoyant force equal to the weight of the fluid it displaces.\n\nHere is the step-by-step breakdown of how this works for ships:\n\n1.  **Displacement**: When a ship is submerged in water, it pushes aside (displaces) a volume of water equal to the total weight of the ship plus any cargo it carries.\n2.  **Buoyant Force**: According to Archimedes' Principle, the water pushes up on the ship with a force equal to the weight of that","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":1948,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"Ships float because of **Archimedes' Principle**, which states that a body immersed in a fluid experiences an upward buoyant force equal to the weight of the fluid it displaces.\n\nHere is the step-by-step breakdown of how this works for ships:\n\n1.  **Displacement**: When a ship is submerged in water, it pushes aside (displaces) a volume of water equal to the total weight of the ship plus any cargo it carries.\n2.  **Buoyant Force**: The water exerts an upward force on the ship's hull equal to the weight of that displaced water.\n3.","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":1948,"identical_to_original":false}}},{"id":"prose2-07","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Describe the difference between a virus and a bacterium.","tools":[],"prompt_tokens":34,"decision":{"rms":0.3119295774893697,"sumsq":99.63423878420144,"hb":[0.01641,0.02064,-0.48456,-0.16548,-0.20791,0.03069,-0.2582],"lse":24.283401922614594,"logits":[11.704,12.952,9.462,13.692,9.132,6.028,5.062,6.417,4.84,4.719,5.906,8.254,23.328,16.471,12.791,14.857,12.288,10.744,11.905,13.723,13.486,12.276,13.507,11.695,11.199,10.612,12.772,12.005,12.282,18.735,11.866,11.81,9.157,13.847,4.2,2.361,6.611,7.368,5.059,5.332,6.68,10.64,2.114,10.469,3.086,7.27,4.32,7.772,3.854,21.949,0.94,1.421,3.598,3.722,3.451,4.274,0.171,7.034,13.88,9.446,0.135,19.804,2.574,2.187,1.26,4.395,-1.539,13.099,-0.369,22.305,3.607,3.914,15.223,-0.069,14.069,-0.337,12.605,3.918,5.098,9.305,13.429,4.257,10.769,15.035,13.786,6.057,0.485,4.016,11.086,5.764,0.244,10.539,21.031,7.023,4.787,13.099,15.266,2.231,-0.234,-0.515,10.596,11.234,0.907,4.55,1.261,12.735,19.25,0.52,2.329,12.085,1.992,9.292,10.563,3.761,12.349,14.256,16.153,8.073,11.541,2.513,15.526,9.585,16.889,14.966,18.007,2.659,1.96,8.644,6.639,10.458,-2.838,10.253,-0.253,6.673,7.203,4.101,7.266,14.824,-0.313,9.907,8.644,16.39,13.757,5.414,-0.828,7.031,14.406,0.91,14.397,4.133,-2.331,9.377,4.198,9.247,17.208,3.444,5.82,1.721,11.777,9.789,12.107,0.659,10.897,0.345,9.919,1.918,5.922,0.142,-5.025,5.002,17.854,14.166,20.647,10.018,3.102,3.495,3.656,11.019,13.951,7.179,10.876,2.852,3.724,-0.02,7.728,11.222,7.125,8.704,1.197,12.643,13.165,0.707,17.946,0.724,4.227,7.192,9.399,13.442,6.757,0.745,12.452,5.307,9.859,1.197,10.864,10.34,6.65,1.61,0.762,13.792,-0.077,13.203,12.093,-1.215,5.307,2.432,-3.648,-2.71,-1.516,3.953,4.826,9.724,8.043,2.197,2.934,6.88,4.736,0.772,0.214,8.321,3.596,-5.04,-0.363,8.67,10.57,11.675,2.276,9.116,8.638,18.154,2.448,1.694,1.853,1.012,-0.456,8.787,-2.911,-3.084,8.011,8.345,2.227,4.272,13.369,11.396,7.883,-4.584,4.989,7.306,9.506,22.598,4.806,6.165,2.271,1.284,-1.573,5.134,0.949,9.637,9.235,21.312,-0.531,0.12,-1.903,2.857,-0.573,11.126,12.509,-2.123,11.554,-1.194,5.868,10.735,0.569,3.164,9.854,6.132,-1.281,2.853,14.028,14.916,-0.082,10.757,9.647,5.427,7.189,8.465,5.159,9.806,13.438,13.802,14.277,8.929,-0.758,12.17,8.95,7.92,3.976,7.741,-0.236,13.571,9.76,6.188,15.218,11.174,-0.492,-3.111,11.864,0.891,-3.892,-2.285,5.325,10.535,4.626,11.381,4.337,10.753,-1.052,-1.879,14.091,9.879,16.003,1.682,9.666,11.579,11.029,3.101,15.418,0.108,3.255,11.083,-2.49,3.96,6.59,6.789,2.818,4.41,10.063,0.725,4.794,-0.095,6.516,-2.195,-2.781,-1.223,-4.951,14.414,6.828,19.429,8.003,11.52,-0.527,6.1,0.032,4.552,10.313,3.809,3.752,4.139,0.101,-0.858,7.55,4.578,4.511,6.987,18.65,-0.672,10.975,11.966,8.336,15.232,3.928,-1.408,13.592,-0.296,8.818,8.17,-0.033,-1.521,0.482,7.836,14.356,7.683,5.962,15.946,-0.564,10.636,7.968,6.097,4.626,0.355,3.056,1.08,7.179,8.621,10.378,-1.782,7.798,9.182,-3.628,-0.948,13.06,8.693,2.998,0.618,9.175,16.952,-3.574,6.627,10.756,9.426,4.583,19.894,1.083,1.884,-1.547,14.188,-1.042,-0.79,11.673,-1.872,13.113,11.769,-2.473,5.328,-1.969,1.792,5.176,3.569,9.48,10.654,13.302,3.063,6.6,2.031,-1.812,2.586,10.419,1.918,12.284,-0.627,14.786,-5.482,10.353,-3.101,-0.263,0.675,17.06,7.499,10.476,-0.096,1.585,13.99,3.286,10.21,6.004,3.024,-1.936,1.045,11.768,10.031,8.942,11.565,9.93,-0.928,-2.874,-2.607,-0.55,13.215,14.515,-1.368,5.899,7.889,11.252,2.114,11.687,14.686,-3.474,3.366,18.402,11.115,5.008,0.619,10.157,-1.564,7.029,8.235,14.293,-0.86,9.122,-3.142,8.544,2.23,10.753,10.646,0.439,7.409,1.787,9.667,7.554,12.214,2.429,7.676,0.101,-0.711,11.464,0.916,5.031,14.436,3.279,11.067,8.871,-0.934,4.081,-1.28,1.527,15.754,-2.047,-3.051,5.297,5.829,3.899,12.303,2.029,-1.024,-2.019,4.256,6.024,-3.235,7.861,2.778,16.568,-3.659,0.827,6.204,2.635,2.904,16.505,7.643,2.978,0.193,1.241,10.97,-2.491,1.276,4.884,10.507,1.029,13.246,0.377,6.876,10.098,1.263,-3.476,0.372,15.968,13.579,0.828,3.757,8.626,-2.276,0.664,1.761,-0.528,18.087,0.76,4.499,-0.101,9.422,1.462,-0.668,-3.479,7.83,4.351,1.695,5.376,-5.817,6.06,-0.154,2.315,0.235,7.738,6.252,-2.058,5.965,1.08,-3.037,-0.889,-0.214,-1.01,10.474,1.635,12.236,12.962,18.812,14.337,14.546,1.432,2.825,-1.889,-0.491,14.519,2.623,9.342,13.417,1.541,-2.654,-1.982,5.378,8.268,7.762,10.289,0.82,7.269,-0.43,9.093,15.861,6.174,7.899,1.107,0.075,2.409,1.958,-3.427,8.62,9.778,9.48,10.858,-4.953,0.806,-0.582,10.584,-1.432,7.275,10.96,7.363,12.004,8.264,-1.969,1.648,5.046,3.796,2.472,10.799,14.021,-1.708,-1.721,9.024,15.491,-4.633,5.145,9.494,7.896,8.488,8.363,0.07,-1.299,9.022,3.614,9.108,10.104,-5.228,0.167,0.469,13.902,-3.478,13.227,16.047,-2.491,0.39,0.014,1.632,2.253,4.359,9.961,0.46,-3.564,-3.475,9.39,6.528,11.658,4.392,11.391,14.306,14.24,-1.248,6.678,-3.743,4.328,15.476,-2.052,8.36,0.671,-0.243,-2.801,8.51,2.219,8.317,-1.566,-1.88,8.517,8.152,-3.851,16.275,5.771,1.314,2.545,1.6,-2.244,-1.912,0.4,-0.674,2.502,-0.561,-1.922,-0.741,8.733,1.189,9.405,9.713,0.649,8.626,-1.51,-0.998,4.985,-2.938,10.88,6.192,0.294,3.818,0.269,1.694,3.877,9.97,-4.273,8.133,-0.718,-1.322,1.697,12.35,-1.424,-2.806,8.83,-2.156,-0.629,6.567,-0.44,-0.576,-0.252,0.659,-0.162,-0.992,-0.225,-0.822,12.678,2.538,1.152,0.105,-2.825,-0.742,0.001,5.871,-2.22,7.11,7.748,-1.403,0.299,12.724,9.837,-3.616,11.331,16.708,-0.68,0.589,6.198,7.669,-0.545,7.17,-4.163,11.18,-0.578,9.677,-2.974,-1.049,1.655,0.393,1.943,-4.089,-0.293,0.892,2.599,-0.034,3.718,-0.283,1.236,1.642,4.877,0.731,-3.372,-1.483,-0.532,2.492,0.115,0.633,2.606,-1.801,0.125,-3.323,1.064,0.414,-1.186,-0.663,-0.053,1.458,0.488,2.554,-1.388,-3.377,-2.027,2.635,-0.647,1.697,-0.444,-1.362,6.437,-1.253,-4.397,2.139,3.063,-4.281,0.725,-0.551,0.266,1.265,2.689,1.092,1.425,-1.427,0.052,-0.062,1.923,-0.079,0.099,3.423,0.76,0.586,-0.514,0.787,-2.779,2.333,4.027,-0.727,-0.089,4.796,-0.572,-1.632,2.894,-0.498,-0.658,-0.92,-2.776,-5.46,-0.152,-0.545,-3.643,0.468,0.8,-1.627,0.352,2.62,0.973,5.04,-1.603,0.988,1.438,-1.233,3.602,-1.22,-3.557,-0.628,-1.552,-0.455,3.259,-1.631,-3.465,-3.945,6.523,-4.459,0.709,-1.434,3.097,-3.69,-3.352,-5.678,2.505,-5.271,3.366,3.439,1.597,0.25,3.004,-1.24,0.562,-0.627,0.402,-1.394,-1.1,-1.648,-0.771,0.734,1.791,-1.805,-2.854,0.423,1.605,-0.675,0.517,-2.03,-1.551,0.227,0.611,2.285,0.159,0.292,-0.469,0.374,0.98,1.129,-4.704,-0.346,3.91,-0.023,-2.387,0.891,3.189,1.783,-2.331,-0.839,-0.14,-0.838,1.138,-0.793,-1.417,-2.92,-1.19,-0.59,-3.805,0.244,-2.114,-4.103,-2.881,2.738,1.327,1.218,-0.778,-0.651,-5.182,-1.955,-0.429,-1.703,-2.99,-0.388,-0.692,0.326,0.424,0.583,0.178,-0.311,-2.586,4.009,0.826,-2.347,-1.227,-2.851,0.091,-0.536,-1.065,-1.936,-2.788,0.602,-2.031,-2.11,-0.3,3.05,-1.03,-1.034,-3.656,-2.424,13.268,-2.222,5.541,-3.979,-2.56,1.228,-4.186,1.225,-1.562,0.424,-2.185,-5.839,-0.321,-3.401,-2.01,-1.442,-1.392,3.13,1.518,0.084,-1.343,0.129,2.016,1.134,0.343,2.211,-1.51,-0.366,0.565,-0.646,5.041,10.146,3.602,5.888,2.562,15.119,9.226],"base_top":[[32,23.328],[7732,22.598],[760,22.305],[332,21.949],[8160,21.312],[1206,21.031],[3733,20.647],[20003,19.894],[623,19.804],[13962,19.429]]},"positions":{"tokens":[32,2972,237895,332,321,264,2972,65,2401,2280,332,513,2107,85928,41779,11,694,781,1684,41080,303,836,5759,11,46197,1654,11,321,5548,310,43510,27222,13,271,13962,220,16,13,27662,321,64839,198,9,256,2972,33,2401,2280,92217,417,75094,513,3074,1723,14759,378,3001,640,13806,41779,13,2302,513,10813,2526,318,16,4006,20,18617,433,2345,303,22315,8,321,14775,264,6150,5138,5759,13,2302,599,264,2691,37274,11,264,9223,95200,10217,11,321,264,59433,42360,2785,264,37274,13,2302,6435,18358,3558,318,53463,466,38782,8,42360,303,264,12465,22162,2512,264,2972,46625,1075,93868,321,781,599,264,2691,6784,1801],"text":["A"," **","virus","**"," and"," a"," **","b","acter","ium","**"," are"," both"," microscopic"," organisms",","," but"," they"," differ"," fundamentally"," in"," their"," structure",","," replication"," method",","," and"," ability"," to"," replicate"," independently",".","\n\n","###"," ","1","."," Structure"," and"," Composition","\n","*","  "," **","B","acter","ium","**:"," B","acteria"," are"," single","-c","elled"," e","uk","ary","otic"," organisms","."," They"," are"," typically"," small"," (","1","–","5"," mic","rom","eters"," in"," diameter",")"," and"," possess"," a"," complex"," internal"," structure","."," They"," have"," a"," cell"," membrane",","," a"," cy","topl","asm",","," and"," a"," nucleus"," enclosed"," within"," a"," membrane","."," They"," contain"," genetic"," material"," (","DNA"," or"," RNA",")"," enclosed"," in"," a"," protein"," coat"," called"," a"," **","caps","ule","**,"," and"," they"," have"," a"," cell"," wall"," made"],"proj":[[3.8891,-3.5326,9.2158,12.073,-3.1546,0.1586,-0.171,-0.9812,-0.1567,-1.4876,0.2331],[-0.7729,-2.2839,10.5257,19.2713,-2.3787,-1.3639,-0.652,-1.0181,-0.0541,-1.9126,-0.1359],[0.288,-0.3945,14.0502,15.9721,-2.6074,-1.8134,-2.5723,-0.5832,-0.0024,-1.42,-0.2137],[-1.7603,-0.9027,9.0504,21.1375,-2.7523,-0.8053,0.09,-0.5709,-0.1775,-2.1952,-0.0779],[-0.939,-0.6053,8.4349,20.087,-3.5849,-1.2222,-1.0173,-0.9997,-0.2957,-2.4538,-0.067],[-0.9238,-2.4225,9.7816,21.3572,-3.1185,-1.1187,-1.0988,-1.5498,0.0097,-2.4636,-0.3033],[-2.6133,-0.9722,9.9944,18.7224,-2.8636,-1.4573,-0.9508,-0.9458,-0.1633,-1.8868,-0.1584],[-0.6604,-0.1567,14.108,14.3078,-2.8867,-1.7867,-1.7723,-0.5733,-0.0359,-1.3141,-0.3881],[-0.3223,-0.9654,7.7991,14.3741,-4.2631,-0.1907,-0.2423,-0.6851,-0.0582,-1.6808,0.239],[-1.942,-0.1265,6.9225,15.9884,-4.1526,1.1448,1.713,-1.1963,-0.107,-2.1623,-0.1112],[-2.1767,-1.514,7.0505,17.8966,-3.9355,1.203,1.0898,-1.3302,-0.3094,-2.0495,-0.1796],[0.7922,-0.5309,6.7796,16.6875,-3.6674,-0.2841,1.5413,-1.4209,-0.1587,-2.4224,0.0296],[0.0127,0.6632,5.6375,14.9058,-1.8059,-1.568,-0.1631,-1.4902,-0.1443,-1.6474,-0.4339],[0.0394,-0.0495,3.9743,11.6117,-0.808,-1.7555,-1.1128,-1.154,-0.222,-1.3262,-0.3319],[-1.0502,0.1561,4.7437,10.896,-0.6761,-2.6084,-1.2525,-1.0026,-0.1736,-1.4095,-0.1533],[-0.5909,-0.5166,4.9018,14.1316,-1.2744,-0.8632,-0.8747,-1.0578,-0.383,-2.1652,-0.0219],[-0.5218,-1.7091,6.8821,16.8312,-2.4401,-1.0482,0.892,-1.5255,0.0031,-2.5372,-0.051],[1.9751,-2.4334,7.4362,19.4159,-3.307,-0.7659,0.0651,-1.535,0.385,-2.0643,0.0762],[1.1537,0.7715,6.8296,14.995,-4.4554,0.7546,1.2043,-1.0671,0.2648,-2.2133,0.2797],[0.4524,-1.0333,6.1353,16.1532,-2.8364,0.6207,1.9094,-1.6005,0.0072,-2.1738,0.5239],[-0.6191,-1.2047,7.273,19.0282,-2.4869,-0.9891,0.0364,-1.3805,0.0121,-2.2179,-0.0706],[-0.109,-0.5772,6.9664,16.041,-3.1157,-1.5849,-0.9715,-1.8267,0.3663,-2.1436,0.0784],[-0.8888,-0.3889,6.0759,13.9396,-2.2175,-1.0363,-0.4026,-1.1983,0.0488,-1.7657,-0.0116],[-1.6346,0.5316,6.888,17.1114,-2.6371,-1.5748,-0.582,-1.1413,0.3642,-2.5139,-0.1709],[-0.7403,0.3896,5.5087,12.9673,-2.4486,-2.2693,-0.4029,-1.2934,0.1619,-1.8512,-0.0469],[-1.157,0.2432,6.4711,17.2408,-2.6991,-0.3672,-0.2121,-1.0236,0.0745,-2.0132,-0.0934],[-2.1184,-0.4681,6.8899,17.7466,-2.7722,-1.7786,-0.5443,-0.9489,0.2278,-2.2314,0.1329],[-1.3533,0.9426,5.306,13.6729,-2.2808,-2.2613,-0.3615,-1.3974,0.0876,-1.8451,0.1215],[-0.2287,0.146,4.803,13.2601,-3.2886,-1.9177,-0.4668,-1.4329,-0.1137,-1.845,-0.0691],[-0.8466,0.6932,6.4084,15.5437,-4.0809,0.2464,0.788,-0.8017,-0.0295,-2.1295,0.1679],[1.1508,0.6969,4.696,10.6099,-4.128,-0.4354,0.8159,-0.7547,0.069,-1.9636,0.094],[-0.4672,0.0566,6.6213,17.8068,-1.3475,-1.7308,-0.7185,-1.5121,0.3589,-2.3797,-0.0178],[-1.6456,0.2425,6.8652,18.2235,-1.7563,-2.0969,-0.9954,-1.4967,-0.0312,-2.7574,-0.0832],[2.1301,-4.493,5.4667,15.4393,-2.7974,-0.7027,-0.5376,-1.9383,0.0563,-1.9635,0.3299],[2.6817,-4.5688,8.7785,12.7853,-3.9131,0.1885,-0.5599,-1.4108,-0.021,-1.647,0.2549],[0.004,-2.7956,8.279,17.5643,-2.4898,0.5731,0.8818,-0.7953,0.141,-1.4918,0.3622],[-0.8703,-1.9001,11.6549,17.9832,-2.8109,0.217,-0.4001,-0.5295,0.0835,-0.9863,0.1754],[-0.4775,-1.5959,7.052,15.0085,-1.8629,-0.383,-0.1174,-0.6382,0.1829,-1.1572,0.0173],[0.1606,-1.6194,6.0773,13.442,-1.4323,-0.2294,-0.1591,-0.7992,0.1755,-1.1845,0.2555],[-2.2343,-0.3784,7.7871,19.277,-1.9296,-0.0425,0.7268,-1.0179,0.1087,-1.964,0.0336],[0.0935,0.2297,4.7344,11.9837,-2.4438,-2.3268,0.1452,-1.5297,0.3286,-1.5913,0.3595],[-1.957,-1.455,8.2025,19.6717,-2.0816,-0.3739,1.4637,-1.5737,-0.0064,-2.1471,0.0133],[1.4878,-2.4697,8.8361,12.8412,-3.9356,-1.107,-0.8036,-1.0841,0.0188,-1.5844,-0.3234],[-0.5383,-1.7813,10.6464,18.4637,-3.1164,-0.5329,0.2316,-0.7491,0.2388,-1.9368,-0.3599],[0.265,-1.4468,9.2235,17.4398,-2.1322,-0.102,-0.0848,-0.7761,0.1533,-1.8511,-0.0463],[0.9885,-0.7243,10.994,13.7307,-1.6507,-0.4049,-1.3328,-0.7139,0.0834,-1.6417,-0.1335],[0.5411,-1.5119,9.1478,14.6798,-3.0428,-0.9355,-0.4011,-0.8021,-0.0095,-1.6332,0.2568],[-1.8058,-0.5622,8.1136,16.0565,-3.4652,0.6549,1.5801,-1.1946,0.1162,-1.9434,0.0815],[-1.8793,-2.1908,7.3518,18.7294,-2.7326,-0.3916,-0.1898,-1.5204,-0.0476,-2.0478,0.0289],[0.3424,-2.8204,5.8131,13.9595,-1.5459,-0.8343,-0.9565,-1.3549,-0.1889,-1.9212,0.1021],[0.2178,-1.6769,8.7676,14.8276,-2.9798,-1.5877,-0.9075,-0.635,-0.2257,-1.5395,0.3215],[-1.0293,-0.8497,5.5481,15.0631,-3.4188,-1.5042,-0.0671,-0.9658,-0.396,-2.4049,-0.1874],[-1.6431,0.3319,3.519,9.3216,-1.3273,-1.0538,-0.8685,-1.3148,-0.2574,-1.7495,-0.3438],[-1.2388,0.3114,5.7387,10.9697,-2.7893,-0.8578,-0.4057,-0.8931,0.1344,-1.6612,0.3831],[-1.5691,0.3582,3.148,7.1287,-3.033,1.6147,-3.2495,-0.3377,-0.6017,-1.46,0.9094],[-1.5428,0.3436,3.6563,9.2523,-1.8728,-1.8486,-1.596,-1.2468,-0.0098,-1.165,-0.0607],[-0.5633,0.1852,4.367,7.9238,-0.5476,-1.0019,0.488,0.4343,-0.5733,-0.3182,0.827],[-0.5639,-0.6134,4.5914,7.6034,-1.5427,0.3816,1.796,-0.9907,-0.2671,-1.0587,1.0886],[-1.2416,-0.9434,7.1347,12.8626,-2.0166,-0.3979,0.3966,-0.4965,-0.2249,-1.7242,0.01],[-1.3,-0.3323,6.3923,12.5811,-2.6089,-1.9168,-0.8026,-0.8661,0.0455,-1.2127,-0.2645],[-1.2072,0.1051,4.3697,13.8975,-1.0947,-0.5751,-0.1596,-1.4182,-0.4673,-2.4726,-0.1165],[1.1002,-3.5554,5.1192,15.536,-1.083,-0.3465,0.7509,-1.5282,-0.0643,-2.1209,0.1936],[-0.1181,0.1641,5.6893,15.8078,-3.169,-1.3576,0.8471,-1.342,-0.311,-2.7962,0.1249],[-1.7091,1.1267,3.3845,11.9683,-1.7471,-1.1642,0.1328,-1.7335,-0.2679,-2.1948,-0.2997],[-1.6939,-0.3224,3.6237,11.1383,-1.401,-0.287,-0.7614,-1.3087,-0.2332,-2.0603,-0.2126],[-2.5397,0.8369,5.1072,14.093,-0.6075,-2.2818,0.1936,-1.4555,-0.082,-1.6785,-0.2201],[-1.3792,-1.7814,9.0613,10.2738,-2.5618,-1.0456,-1.0589,-0.9698,-0.2385,-1.3625,-0.2153],[-2.6787,-0.6746,6.5469,12.0522,-0.8663,-2.4884,0.399,0.2206,-0.0712,-1.2044,-0.4808],[0.1451,-2.4348,10.6822,11.257,-1.0957,-1.8622,-1.7828,-0.4593,-0.0047,-1.3195,-0.4674],[-1.8636,-0.3669,7.156,13.1704,-2.5415,-0.8307,1.2051,-0.3395,-0.1388,-1.238,-0.5928],[-0.0331,-0.325,7.1547,10.312,0.2252,1.2931,3.2474,-0.6609,-0.2167,-1.7014,-0.2707],[0.1776,-1.2112,5.3815,9.0795,0.0908,0.1345,2.229,-0.9577,-0.329,-1.982,0.7375],[-1.875,0.0297,6.2259,16.6954,-1.9517,-1.3471,0.073,-1.2826,-0.5226,-2.5585,-0.2691],[-0.1616,0.1354,7.0404,16.6521,-2.5649,-1.6739,0.2004,-1.4012,-0.065,-1.8621,0.1345],[-1.9268,0.2546,6.2479,17.4029,-1.3103,-2.1365,-0.4861,-1.9241,-0.7095,-2.8279,-0.2011],[-2.4852,1.0974,4.6884,15.2595,-1.9239,-0.9465,0.04,-1.3329,-0.4913,-2.3891,-0.4232],[-0.5482,0.9033,3.5897,12.3109,-2.7548,-0.8442,0.725,-1.3352,-0.36,-2.2841,-0.1669],[-1.5251,0.6811,3.5422,12.198,-1.1444,0.4726,1.2977,-1.5034,0.2002,-2.4068,0.3475],[-1.8389,1.0773,3.9504,10.7918,-0.4874,-0.485,0.3745,-1.377,0.1807,-1.6943,0.1834],[-1.9637,0.9734,5.605,13.9314,-1.3693,-0.3695,-1.0353,-1.5085,-0.0951,-1.9424,0.5344],[-1.7718,0.8917,6.0771,15.7084,-3.1668,-0.7645,-0.2964,-1.4556,0.1463,-1.5252,0.3029],[-1.3625,-0.0292,5.691,16.6704,-1.2576,-0.057,-0.5871,-1.4171,-0.1186,-2.5895,0.0356],[1.1386,-2.4833,5.1268,15.6354,-1.0011,-0.7381,0.1739,-1.5915,-0.1715,-2.0914,0.1332],[-0.5775,0.5903,5.8047,15.5279,-3.4912,-2.0006,0.2646,-1.3918,-0.4545,-2.8847,0.0657],[-1.0564,0.7973,3.326,11.028,-0.7655,0.0059,0.5981,-1.6706,0.1344,-2.4167,0.3728],[-1.3134,1.0377,3.3095,9.4905,-0.4504,-0.7976,-0.2285,-1.519,0.1353,-1.7497,0.2583],[-1.9558,1.1939,5.4663,13.2665,-2.0527,-2.1102,-0.7547,-1.0286,-0.275,-1.8334,0.0884],[-1.7458,1.6144,5.7732,15.5856,-1.7508,-3.2774,-0.2908,-1.196,-0.0603,-3.0498,-0.0434],[-1.6883,1.5902,4.1489,10.6734,-1.0654,-1.7909,-0.1717,-1.4726,0.0426,-2.2943,0.0644],[-2.0692,1.0908,3.5153,8.657,-0.2892,-2.0728,-1.4671,-1.1787,-0.0241,-1.4911,-0.0403],[-0.7966,0.4719,4.9681,9.0923,-2.052,0.9897,-0.8003,-1.1455,0.0365,-1.4346,-0.0447],[0.353,-0.851,5.5769,13.0304,-1.152,-1.0419,0.4634,-0.8475,0.2239,-1.7254,-0.1381],[-1.5987,-0.6157,5.6406,16.0349,-1.7507,-2.2318,-1.1163,-1.387,-0.017,-2.9108,-0.1154],[-1.569,0.7551,3.9684,9.4456,-0.8732,-0.5729,-0.7721,-1.6032,0.1378,-2.3618,0.0436],[-1.0319,0.8676,3.9896,12.1934,-1.6276,-1.2262,-0.6064,-1.4918,-0.0522,-2.4873,-0.0883],[-1.9041,1.469,3.8701,9.653,-0.5081,-1.1031,-1.5685,-1.2495,-0.0233,-1.3973,0.1111],[-2.4506,1.0952,5.1743,15.5014,-2.5869,-1.4915,-0.391,-1.2071,-0.213,-2.65,-0.089],[-1.6188,0.3436,6.0557,16.3919,-2.3921,0.4377,0.457,-1.3742,0.2588,-2.1991,-0.227],[-1.2856,-1.2073,3.8417,11.0784,-1.4752,-0.5884,-1.4235,-1.5285,0.3281,-2.1131,0.0093],[-1.6529,-0.3915,4.4308,9.0548,-1.0434,-1.2732,-2.2754,-1.025,0.3497,-1.3042,-0.0834],[-1.5069,0.3866,5.577,15.7947,-2.8476,-2.9955,-0.0102,-1.0837,-0.2014,-2.5177,-0.3242],[1.5289,-1.5752,3.7553,13.168,0.0359,-0.5965,0.4226,-1.3181,-0.1745,-1.9993,0.05],[0.1742,1.8461,5.7397,14.5096,-3.1921,-1.6582,0.8625,-1.3135,-0.3939,-2.9553,-0.0583],[-1.3533,0.7401,3.6484,12.5143,-0.6481,0.0884,-0.3744,-1.5974,-0.0364,-2.3948,-0.145],[-0.9486,-1.0962,5.6455,16.4235,-2.4298,-0.4832,-0.7722,-1.233,0.5614,-1.4543,-0.116],[-1.0072,-0.8315,4.8859,15.7716,-1.7912,-0.6601,-0.3381,-1.288,-0.1153,-2.6376,0.0187],[1.1284,-0.1491,7.9869,9.2502,-1.3505,-0.984,-1.5098,-1.4846,-0.0029,-1.6347,-0.0923],[-3.0536,-1.5056,7.3366,19.0708,-1.7919,-2.3419,-0.0473,-1.5037,-0.2,-2.7057,0.0316],[-2.332,-0.2834,7.3094,18.7767,-2.0756,-0.855,-1.6171,-1.6865,-0.1898,-1.7404,-0.3904],[-1.8144,-0.3917,5.8222,16.8524,-2.8425,-2.2328,-0.5325,-1.0059,-0.0917,-2.2948,-0.1361],[-1.9238,0.1015,4.0479,14.1719,-2.4835,-1.0759,0.2571,-0.8727,-0.0049,-2.3074,-0.0058],[-2.2136,0.0506,4.7753,15.8273,-2.1393,0.3407,0.2577,-1.3194,0.22,-2.4619,-0.1497],[-0.3228,-0.2932,2.7955,10.1896,-0.4959,-0.0297,-0.4761,-1.3243,0.297,-2.2494,-0.204],[-0.9354,0.2487,2.6445,8.8872,-0.6017,-0.8473,-1.4062,-1.2154,0.1788,-1.7477,-0.2469],[-1.7607,0.1977,4.2538,11.4799,-1.1,-1.779,0.0285,-0.8461,0.0148,-2.031,-0.2189],[-1.6435,0.1334,5.7132,17.3241,-2.3224,-1.3802,-1.4252,-1.1238,-0.2884,-2.9232,-0.5232],[-0.894,-1.4043,5.6588,14.6002,-0.6966,0.4169,-0.1394,-1.178,0.1585,-2.3666,-0.1416],[-1.9782,0.0331,5.8447,11.672,-0.3195,-0.3788,-0.658,-0.9391,0.254,-1.7537,-0.1527],[-0.2905,0.9198,8.1231,5.8565,-0.2764,-0.6409,-1.589,-0.7623,0.3154,-1.4446,-0.1264],[-1.3482,-0.2937,6.2579,14.072,-1.8881,-0.4297,0.523,-1.5149,-0.1781,-2.2738,-0.126],[-1.4598,0.244,6.6297,18.2798,-2.3644,-0.6183,-0.1515,-1.0557,-0.5005,-2.7561,-0.3648],[-1.6161,0.2741,5.3891,16.679,-1.9358,-1.683,-0.4891,-1.3834,-0.2012,-3.0046,-0.3101],[-0.2291,0.2633,4.3309,15.084,-1.1807,-2.3481,-0.0275,-1.574,-0.2143,-2.77,-0.3842],[-0.0018,2.1445,4.9231,14.0286,-3.1614,-1.7891,1.0141,-1.2333,-0.274,-2.8393,-0.148],[-1.7349,0.9373,3.898,11.3805,-0.0974,0.005,-0.4446,-1.3141,-0.2125,-2.6442,0.0233],[-1.4314,0.2533,4.3311,10.5829,0.0225,-0.577,-0.6022,-1.1482,-0.1619,-1.888,0.0266],[-1.8762,1.0238,4.7652,12.0853,-1.6269,-1.3461,-0.5871,-0.6794,-0.2147,-1.5792,0.0098],[-1.8648,-0.0305,5.006,14.9544,-1.4647,-0.4806,-1.2205,-1.2368,-0.6357,-3.0047,-0.3642]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"A **virus** and a **bacterium** are both microscopic organisms, but they differ fundamentally in their structure, replication method, and ability to replicate independently.\n\n### 1. Structure and Composition\n*   **Bacterium**: Bacteria are single-celled eukaryotic organisms. They are typically small (1–5 micrometers in diameter) and possess a complex internal structure. They have a cell membrane, a cytoplasm, and a nucleus enclosed within a membrane. They contain genetic material (DNA or RNA) enclosed in a protein coat called a **capsule**, and they have a cell wall made","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"A **virus** and a **bacterium** are both microscopic organisms, but they differ fundamentally in their structure, replication method, and ability to replicate independently.\n\n### 1. Structure and Composition\n*   **Bacterium**: Bacteria are prokaryotic cells. They are generally much smaller (typically 0.1 to 5 micrometers) and lack a true nucleus. Their genetic material (DNA or RNA) is enclosed within a **cell membrane** and surrounded by a **cell wall** (often peptidoglycan) and a **cytoplasm**. They are composed of a single","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":false}}},{"id":"prose2-08","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"What causes the seasons on Earth?","tools":[],"prompt_tokens":30,"decision":{"rms":0.3265240076570126,"sumsq":109.17573383823037,"hb":[0.04833,0.05074,-0.54506,-0.15482,-0.03925,0.06843,-0.2248],"lse":25.41302304783039,"logits":[12.227,12.042,8.383,13.929,12.678,11.815,12.465,9.396,7.92,8.257,9.681,9.23,15.518,12.328,11.813,11.485,14.338,12.484,11.744,13.539,14.129,12.232,11.828,10.767,11.828,12.07,13.065,15.396,9.833,10.663,12.496,9.949,6.689,7.538,4.791,6.973,6.147,8.783,4.527,3.534,7.18,3.211,6.408,8.998,3.781,6.677,3.473,5.495,10.278,19.154,1.875,1.163,2.006,3.827,4.431,2.285,2.061,5.568,12.71,11.815,0.748,16.651,2.084,4.307,3.789,2.908,2.503,14.22,-1.584,25.362,5.767,4.735,12.868,0.625,16.144,3.701,9.714,6.144,5.63,8.529,14.229,3.416,11.945,15.144,14.033,3.087,2.506,3.582,8.412,4.314,1.809,11.518,18.873,6.315,5.859,13.489,14.124,-1.519,3.9,3.258,15.197,18.825,-1.976,7.592,1.523,16.176,14.734,2.139,1.408,10.405,4.848,13.295,11.249,3.272,9.209,18.493,15.294,5.489,14.107,6.253,14.678,13.485,15.207,13.472,16.863,3.247,2.726,11.461,9.202,13.75,-4.006,7.938,-1.405,5.605,9.81,7.908,5.732,14.81,2.712,12.266,9.22,16.084,12.804,6.708,-1.18,6.598,12.857,2.196,14.373,-0.01,1.776,10.45,3.158,9.044,12.611,3.662,6.324,3.394,12.16,12.072,14.033,-0.051,11.3,-2.341,13.172,0.708,7.057,4.526,-5.372,7.052,14.443,17.919,19.012,13.031,3.174,0.828,4.617,11.536,13.621,9.134,10.627,-0.362,4.783,-1.783,8.787,12.15,12.526,8.701,2.351,13.817,18.48,-1.926,15.221,1.109,6.183,4.334,11.564,13.971,6.431,1.971,11.664,4.487,13.391,1.777,11.037,11.183,8.753,1.022,-0.444,14.022,3.449,13.642,11.141,-4.714,9.442,2.366,1.709,-2.027,-0.581,5.476,6.674,8.771,7.822,-0.631,2.584,11.951,4.553,1.924,3.863,6.941,5.48,-2.702,0.1,9.858,15.905,11.212,6.911,11.159,12.427,12.382,4.619,1.455,8.695,1.455,-3.196,9.849,0.577,-0.754,6.936,8.662,2.055,3.791,12.071,14.047,10.702,-2.975,5.388,7.232,10.772,16.99,4.008,9.57,0.277,2.258,0.867,8.07,0.186,9.994,3.856,13.828,-0.002,2.868,-1.226,2.777,-0.422,12.554,11.521,-3.59,10.249,-1.001,6.934,10.107,3.763,4.038,11.798,6.737,3.054,1.348,15.238,11.72,1.63,17.36,10.205,5.943,8.929,9.151,2.183,13.409,13.299,10.695,11.969,10.845,-0.102,15.519,12.32,9.341,3.768,8.986,-1.822,14.415,11.971,3.175,16.914,16.472,0.7,-3.484,14.475,3.272,-2.995,-4.702,1.572,11.649,7.495,12.378,-1.301,7.788,1.779,0.782,14.922,11.388,15.287,2.359,3.241,10.452,9.718,3.86,15.391,0.148,1.788,10.466,-1.777,2.471,6.342,4.759,-0.05,10.846,14.208,1.307,6.678,-0.511,7.242,1.028,-0.371,-4.909,-4.321,15.381,9.349,17.941,8.344,10.783,0.343,3.029,-1.279,-1.117,9.515,4.738,8.507,2.858,0.143,-1.086,9.599,6.167,3.577,10.427,14.615,-0.164,13.797,14.242,10.499,12.247,3.542,2.556,11.627,-0.95,8.022,11.119,-2.465,-3.344,2.68,7.69,14.814,6.209,10.838,16.242,-0.998,8.526,8.168,12.83,2.301,-0.361,5.465,-3.369,11.882,11.413,8.533,-0.985,7.564,11.53,-1.027,-2.653,9.61,10.115,3.541,-0.42,9.575,14.124,-3.224,8.172,11.831,14.995,4.44,12.903,-0.762,-0.256,-0.79,14.087,-1.357,1.29,11.002,0.218,11.918,7.167,-1.864,6.229,-0.661,3.522,8.535,1.891,11.383,11.412,11.909,2.3,6.026,6.096,-0.502,0.308,9.27,2.797,10.166,-1.75,13.822,-6.642,9.191,-5.773,-2.355,0.304,12.536,11.605,10.612,-1.643,3.309,14.195,0.848,8.483,4.57,4.557,-1.601,6.525,13.225,11.897,7.337,9.942,13.062,-1.41,-0.058,-2.042,0.517,12.11,10.619,-3.067,2.744,7.847,10.579,1.207,13.024,15.371,-3.204,5.852,16.874,9.096,15.603,0.269,11.973,0.837,8.889,4.933,12.625,-2.041,12.63,-3.488,8.715,0.791,13.172,9.768,0.441,9.731,3.176,11.085,8.811,13.592,1.916,6.835,0.271,-1.621,10.51,2.3,1.604,14.57,0.703,12.089,8.396,3.815,-0.275,-1.539,9.195,8.873,-4.632,-3.74,21.727,8.362,-0.946,14.487,0.382,-3.048,-0.119,3.21,-0.256,0.612,13.859,1.338,16.258,-2.202,0.603,6.59,-0.393,1.915,9.432,7.298,2.927,0.887,0.834,12.585,-2.448,1.03,4.499,11.545,-2.383,12.377,0.512,7.084,11.554,-0.556,-6.193,0.092,13.888,13.078,1.319,-1.076,8.573,-4.159,-1.552,4.152,0.857,13.702,3.775,4.586,-4.049,20.54,0.145,-2.558,-0.281,8.549,3.98,3.883,12.294,-3.695,5.485,-4.294,2.148,-0.696,6.816,8.194,-4.093,1.769,-0.635,-3.756,-2.241,-2.258,0.331,10.495,1.997,11.962,14.752,8.613,12.47,12.827,2.125,2.943,0.872,-0.451,16.212,2.957,10.227,13.274,-2.133,-3.327,-3.556,5.607,12.049,16.117,8.413,1.246,4.472,2.449,11.873,16.747,7.342,8.796,-2.54,-1.938,6.011,-0.228,-2.814,17.172,9.207,10.225,13.739,-1.81,-2.607,-0.233,9.736,0.141,10.369,10.983,7.988,13.738,13.889,-0.469,5.821,8.587,1.318,0.075,7.755,13.483,-4.801,-2.335,16.386,10.32,-2.346,6.513,8.107,10.392,5.609,9.256,-2.048,-0.458,10.883,-1.828,12.455,9.177,-3.384,-1.944,3.531,13.737,-2.263,15.589,14.212,-2.286,3.339,0.143,-1.459,2.393,3.307,7.861,1.45,1.555,-1.064,11.431,6.718,12.843,7.208,13.495,12.448,15.2,1.201,16.325,-2.511,5.131,15.806,-1.772,9.408,0.424,0.467,-2.859,6.81,-1.229,10.642,-2.981,-0.588,5.986,8.735,-2.08,16.055,4.83,-0.21,1.968,2.794,-1.878,-1.753,0.822,-0.843,1.49,-2.092,0.41,0.955,10.173,-0.153,9.137,7.63,1.909,16.446,-4.712,-4.008,4.221,-1.971,12.687,6.829,-2.479,0.743,-1.223,0.717,1.305,10.328,-1.809,10.028,-1.46,2.551,-0.325,10.793,-1.251,-2.147,5.908,-0.633,1.521,9.386,-0.998,-0.928,1.509,-0.01,1.809,1.538,-5.148,-1.661,11.181,4.821,1.244,-0.544,-0.664,-2.488,-0.785,2.744,-3.483,9.33,6.833,-1.963,2.088,13.796,8.811,-1.249,9.693,12.585,0.174,0.004,7.545,9.194,-3.355,7.859,-0.569,7.385,-1.372,8.669,-3.516,-1.561,3.388,4.514,3.536,-3.314,0.414,0.76,0.68,0.395,2.774,6.232,4.145,-0.843,3.413,2.78,-1.062,0.197,1.021,3.322,-0.503,-0.111,1.925,0.799,5.264,-2.933,-3.837,0.54,2.675,0.584,2.125,1.617,-1.112,3.827,-2.591,-3.911,-1.471,5.363,-0.369,2.592,-1.267,-2.58,3.076,0.482,-4.769,0.195,1.333,-2.878,1.4,1.698,-0.178,2.917,1.711,3.196,3.318,-1.59,4.618,-1.017,-2.718,4.616,-0.169,0.692,1.614,-0.348,-0.679,-0.013,-1.429,1.914,2.379,-0.314,0.39,6.519,-1.669,-3.734,-2.974,0.338,1.121,-1.599,-0.969,-4.954,1.066,-2.717,-3.282,1.439,0.003,-1.251,0.296,-1.294,-2.034,0.355,-0.554,-0.233,-0.34,-2.768,-1.07,0.763,-4.148,-0.127,2.813,1.953,3.294,1.621,-4.013,-3.918,5.351,-2.426,-1.412,0.77,2.062,-4.064,-2.364,-1.08,5.01,-2.135,2.303,0.693,2.504,-0.8,1.112,-2.155,-1.335,2.905,-2.247,0.568,-3.442,-1.386,-1.774,-1.107,0.733,-2.726,-3.482,3.072,-0.199,0.504,4.294,0.809,-1.748,-1.774,0.267,-1.599,-0.327,-0.081,-2.553,3.119,0.006,3.362,-0.026,-2.455,2.906,1.819,1.943,-0.205,5.762,2.27,-3.276,0.205,-4.284,-1.017,2.591,3.715,-3.297,-4.904,-1.628,-0.083,1.502,-0.358,1.137,0.42,-2.757,1.242,0.326,-1.563,1.75,-0.195,-2.392,-2.503,-5.107,-4.303,-2.021,-1.787,2.248,-0.163,-3.7,0.182,-0.485,0.013,-5.393,1.285,3.503,-2.799,0.244,-1.688,0.471,-2.434,0.751,-2.381,-1.42,4.392,-2.85,-1.974,-1.528,3.238,-0.374,2.096,-3.089,-4.325,12.887,0.207,5.655,-2.203,0.865,-0.627,-3.595,-2.253,-1.228,-4.416,1.569,-1.591,-1.05,-0.4,-2.932,-0.942,0.353,2.769,0.662,0.504,-5.403,-0.329,1.656,-0.037,3.246,1.107,-0.535,-1.275,-1.857,-0.899,6.501,8.553,1.921,3.169,2.27,16.714,9.926],"base_top":[[760,25.362],[33704,21.727],[42373,20.54],[332,19.154],[3733,19.012],[1206,18.873],[1460,18.825],[1860,18.493],[4272,18.48],[13962,17.941]]},"positions":{"tokens":[760,15127,383,8964,513,15048,8613,539,279,2972,1589,1235,314,8964,579,7772,332,8410,310,1141,25659,2094,279,7806,13,271,8160,369,279,2923,13909,28253,29006,314,279,16456,25,271,16,13,220,2972,760,33330,369,345,2868,290,92217,8964,579,88129,7772,369,524,13542,74206,310,1141,25659,2094,279,7806,13,11746,11,424,369,82951,506,449,8937,314,12805,2972,17,18,13,20,11995,332,318,58768,17440,310,220,17,19,11995,553,198,17,13,220,2972,2126,65,2105,25714,92217,1577,8964,82191,279,7806,11,411,7772,8198,13874,303,279,1788,4944,8410,310,279,9467,318,1445,279,16430,92465,579,12682,553,198,18],"text":["The"," seasons"," on"," Earth"," are"," primarily"," caused"," by"," the"," **","til","ting"," of"," Earth","'s"," axis","**"," relative"," to"," its"," orbit"," around"," the"," Sun",".","\n\n","Here"," is"," the"," step","-by","-step"," breakdown"," of"," the"," mechanism",":","\n\n","1","."," "," **","The"," Axis"," is"," T","ilt","ed","**:"," Earth","'s"," rotational"," axis"," is"," not"," perfectly"," perpendicular"," to"," its"," orbit"," around"," the"," Sun","."," Instead",","," it"," is"," tilted"," at"," an"," angle"," of"," approximately"," **","2","3",".","5"," degrees","**"," (","often"," rounded"," to"," ","2","4"," degrees",").","\n","2","."," "," **","Or","b","ital"," Motion","**:"," As"," Earth"," orbits"," the"," Sun",","," this"," axis"," remains"," pointed"," in"," the"," same"," direction"," relative"," to"," the"," stars"," (","from"," the"," Northern"," Hemisphere","'s"," perspective",").","\n","3"],"proj":[[3.0407,-3.0164,9.9883,12.4638,-2.4248,-0.4753,0.652,-0.9452,0.157,-1.0302,-0.177],[-0.0316,-3.1377,8.1718,17.6123,-1.9589,-0.6912,2.5298,-1.1917,0.0575,-1.2866,-0.3973],[-0.469,-1.5123,6.4999,16.9694,-1.6203,-0.452,1.2671,-1.2115,-0.7273,-1.8544,-0.3296],[-0.9429,-1.336,8.2353,20.004,-2.4965,-0.9952,0.7449,-1.7408,-0.0003,-1.8657,0.0359],[-0.2305,-1.1215,6.0458,16.5076,-3.4357,-0.9807,1.604,-0.7871,-0.6292,-1.7981,0.1659],[-0.6393,-1.2961,6.2353,15.1327,-2.3055,-1.0147,1.3862,-1.138,-0.5392,-1.9243,0.1232],[-1.3781,-0.8545,7.0957,16.2978,-1.8622,-0.5808,1.1954,-1.0255,-0.4388,-1.926,0.2424],[-1.2239,-0.7942,6.6624,17.6034,-1.7581,0.1423,1.4445,-1.9843,0.0759,-2.658,0.1492],[-0.3515,-1.5239,4.3404,14.2473,-1.3913,-0.8007,1.9038,-1.8553,0.1669,-2.0225,0.4421],[-0.6063,-0.9068,2.7339,9.1132,-0.3053,-1.3515,2.9848,-0.9738,-0.0958,-1.5477,-0.1427],[0.7373,-1.2901,7.0536,6.406,-1.3948,-1.6128,2.2119,-1.0365,0.3099,-1.2426,-0.2636],[-0.4421,-2.3418,7.3804,13.938,-0.8415,1.666,3.5658,-0.9238,-0.1347,-1.3101,0.2623],[-1.8123,-1.1699,5.9153,16.1601,-1.6814,0.3377,2.0484,-1.4117,0.1889,-1.8625,0.028],[0.9065,-0.2318,3.5176,11.6694,-0.9782,-1.0211,2.005,-2.123,0.5334,-1.7056,0.0957],[0.4867,-0.0335,5.8187,14.8893,-0.59,-0.8028,4.6002,-1.1731,0.0024,-1.5474,-0.2599],[1.5747,0.9432,2.6605,7.768,-0.2683,-1.2978,4.7638,-1.4352,0.2186,-0.8835,-0.2289],[-1.1711,-0.2319,5.9804,17.1806,-1.5454,0.2814,2.6891,-1.7489,0.0463,-2.4636,-0.3467],[-0.6772,-0.8872,3.0832,13.3339,-1.0863,-0.1254,2.5682,-1.4041,-0.295,-2.7422,-0.453],[-0.7484,-0.5597,6.5015,16.8324,-3.8922,0.3439,2.4849,-1.4477,0.223,-2.1965,-0.4279],[-0.3969,-0.0916,4.9058,14.1251,-3.5086,-0.1058,1.1499,-1.7757,0.3517,-1.8822,0.0897],[-0.111,0.0068,4.5532,11.6958,-2.009,-1.9689,3.5179,-1.0978,-0.0762,-1.1,-0.3729],[-2.0902,-1.2135,5.9244,16.8972,-1.719,-1.8256,3.8331,-1.4042,-0.4728,-2.2368,-0.2072],[-0.5898,0.5107,4.4886,13.3092,-1.4099,-0.4973,3.7677,-2.0556,-0.0109,-2.1755,0.0621],[-0.5441,0.0244,5.3762,12.2138,-1.0973,-0.9252,2.8832,-1.0532,-0.0044,-1.1782,0.0177],[-1.7908,-1.3716,6.7412,19.4027,-1.9555,-2.1038,1.8144,-1.3246,-0.4364,-2.3103,-0.3976],[2.3483,-3.7519,5.1029,16.0785,-3.0984,-1.0368,0.8232,-1.9466,0.3129,-1.9062,0.1722],[3.2801,-3.9395,6.6872,10.5447,-3.0901,-0.4303,-0.0831,-1.7061,0.34,-1.8005,0.0541],[-0.5475,-1.6636,5.1741,16.2365,-2.3314,0.2068,1.6572,-1.4915,0.0028,-2.0325,-0.1286],[-0.6146,-2.0022,7.6809,19.3797,-3.3081,1.2788,0.5034,-1.5669,-0.0533,-2.3438,0.1124],[-1.8723,-2.2594,6.7763,18.4839,-1.3629,1.781,0.6659,-1.0968,-0.0752,-1.4515,0.0761],[-1.7869,-1.118,8.2113,16.6997,-2.286,-1.9717,2.0262,-0.5497,-0.3082,-1.1971,0.6028],[-3.0718,-1.5858,8.0411,17.3395,-2.7769,0.6008,0.1185,-1.2917,-0.1362,-1.2081,0.4641],[-2.011,-1.4994,7.6677,17.725,-2.2196,-0.3806,0.1706,-1.3038,-0.0412,-1.0855,0.4873],[-1.7311,-1.2721,6.8117,19.4967,-3.2343,1.371,0.3307,-1.8795,-0.0877,-2.2028,0.2294],[-0.5692,-0.4819,7.2665,19.7377,-4.0697,-0.1906,0.9507,-1.5489,0.3061,-1.8315,0.1137],[-0.7437,-0.7705,6.9202,18.1058,-2.1446,0.0528,1.7295,-1.0361,0.2252,-1.361,0.0352],[-2.0772,-0.9767,7.3676,21.2304,-3.7257,0.4056,-0.0661,-1.7233,0.1285,-2.2691,0.1031],[-0.3642,-1.7917,7.1725,18.4543,-4.4191,-1.3522,0.6301,-1.7885,0.3461,-1.9153,0.1791],[0.8501,-3.5903,10.3301,15.0172,-4.9586,-0.0933,-0.8301,-1.0652,-0.0133,-1.4728,0.0654],[-1.4919,-2.1284,7.16,15.6647,-2.5939,-2.151,-1.2726,-1.2762,0.3035,-1.7999,0.1241],[0.857,-1.958,6.1366,13.1458,-1.834,-1.6161,0.7777,-0.5614,0.2798,-1.1415,-0.1414],[0.3233,-1.0809,4.7382,11.4644,-2.4279,-1.0484,2.5385,-0.8563,0.5075,-1.3957,-0.0207],[0.5413,-0.6838,5.8104,7.1899,-1.78,-1.1859,2.3084,-0.4961,0.4556,-1.1574,0.0015],[0.9326,-1.3472,3.578,10.4945,-1.4325,-1.9764,2.2816,-0.6344,0.3619,-0.8167,-0.004],[-0.095,0.4928,4.8038,13.117,-1.7743,0.3309,1.5546,-1.2676,0.4105,-1.4646,0.1291],[-0.7497,-0.3758,3.5513,9.8966,-1.2226,-0.265,1.7918,-0.8838,0.3494,-1.059,-0.1584],[0.0385,-1.2112,3.0077,6.478,-2.0229,1.1997,-1.0676,-0.2405,-0.7768,-1.0322,0.6104],[0.2463,-1.9103,7.3061,15.5225,-2.298,0.2849,1.2625,-1.1197,-0.1104,-1.5982,0.1636],[0.0913,-1.2494,5.4573,15.5431,-4.135,-0.4889,2.5054,-1.7118,0.0377,-1.9401,0.0752],[1.6729,-2.2698,4.8904,14.1385,-2.2655,-0.9375,2.0915,-1.7302,0.2657,-1.798,0.1078],[-0.7673,0.8896,5.7517,12.109,-2.3407,-1.9921,3.1838,-1.0811,0.3793,-1.3826,-0.0918],[1.37,0.3481,3.142,8.2662,-0.7361,-2.8478,4.5057,-1.0749,0.296,-0.8019,-0.1543],[-0.3727,-1.6292,7.1404,14.8797,-1.4334,-1.7595,3.3939,-0.7607,0.3479,-1.2704,-0.2495],[-1.7303,0.5596,5.8361,13.8875,-2.672,-1.1031,2.1958,-1.2742,0.0886,-2.1713,-0.1669],[-1.2448,0.1684,4.552,11.1056,-1.3308,-0.8348,2.2161,-1.3826,0.0269,-1.4236,-0.3681],[-1.5123,-0.4039,5.4616,12.5828,-1.1961,-0.176,2.9456,-1.6386,0.2567,-2.1033,-0.434],[-2.571,-0.3859,5.4435,12.092,-2.3199,0.8479,2.4676,-1.2334,0.1573,-1.7767,-0.0567],[-2.235,-1.3539,7.3122,18.141,-2.7357,-0.7011,3.2888,-1.2988,-0.0817,-2.8817,-0.32],[-1.1261,-1.2315,5.1972,14.9341,-2.5507,-1.2547,0.763,-1.7495,0.1262,-2.468,-0.1013],[-1.2065,-0.5732,5.5632,13.6085,-1.7453,-3.0382,2.336,-1.1686,-0.1444,-1.4602,-0.1389],[-1.5487,-0.1005,3.5137,13.1216,-1.8591,-2.663,3.2862,-1.2392,-0.333,-2.3223,-0.3233],[-1.0168,0.0875,5.3396,14.9879,-1.7346,-0.7796,3.6758,-1.946,0.0783,-2.2673,-0.01],[-0.9585,-0.1142,5.5725,12.7572,-1.3833,-0.8592,2.7566,-1.0397,0.0491,-1.3299,0.0059],[-1.0366,-1.2862,6.2292,17.1766,-2.2003,-2.3572,1.9062,-1.6294,-0.3066,-2.5184,-0.2383],[2.0524,-3.9614,3.6522,14.3584,-2.5175,-0.1995,1.088,-1.9388,0.153,-2.1382,-0.0928],[-0.2451,-2.3173,6.3563,18.2571,-2.6241,1.1698,0.1235,-1.9643,0.1433,-2.5604,0.0556],[1.6203,-2.126,3.9124,14.8869,-2.7656,0.513,0.6995,-2.1296,0.2295,-2.5115,0.0001],[-0.2772,-0.1543,3.4491,10.7699,-3.0042,0.4083,0.974,-1.6095,0.0991,-2.1951,-0.1343],[-0.3292,-1.4487,2.7401,9.5317,-1.3175,0.9165,0.5238,-1.4052,0.1374,-1.8922,-0.505],[-0.0191,-1.3296,5.1253,14.9928,-2.2303,1.0079,1.847,-1.8046,0.4225,-2.3521,-0.0816],[0.3888,-1.445,5.3747,14.6234,-2.7262,1.5524,2.5346,-1.2606,0.5338,-2.4745,-0.0945],[0.1751,-0.4512,4.1855,11.4023,-2.137,2.0424,4.0262,-1.0907,-0.1123,-1.5189,-0.3715],[-0.0208,-2.0415,5.8809,16.9521,-1.7359,0.8421,1.7763,-1.4331,-0.0251,-2.0109,-0.3965],[1.0393,-0.8546,5.2349,14.4565,-2.6993,1.3528,2.4987,-1.3531,0.6359,-2.1283,-0.2983],[-0.189,-1.3801,7.4337,16.5076,-3.0134,0.1416,2.4018,-1.3976,0.471,-2.008,-0.391],[0.7174,-1.7705,10.3832,10.2376,-2.5779,0.686,1.3984,-0.7011,0.5256,-0.8975,-0.4042],[-1.9604,-1.8473,4.0154,9.9925,0.3868,-1.1309,-0.0588,-0.6327,0.4778,-1.5315,-0.4269],[-1.7277,-0.2062,1.8376,5.2324,0.0045,-0.6,-0.6056,-0.3631,-0.1078,-1.1006,-0.0904],[0.4626,-2.4621,5.1165,8.687,-2.3602,-0.2844,-2.1243,-0.2249,0.1744,-1.2984,-0.2032],[-1.4788,-1.002,4.162,9.676,-1.5032,-0.1977,0.5399,-0.9693,0.0328,-1.6167,-0.099],[-1.1464,-2.1496,5.5468,16.3569,-2.8997,-0.0015,1.6967,-1.4623,-0.1713,-2.0974,-0.2242],[-0.8614,-1.4209,3.5061,13.5741,-2.7112,-0.8736,2.3365,-1.7276,-0.2486,-2.59,-0.3634],[1.9857,-1.6024,7.2744,9.3783,-3.8451,-0.3169,1.7933,-1.4772,0.1644,-1.6733,-0.4306],[-0.3974,-2.7229,5.2028,15.7511,-1.9869,0.316,0.4844,-1.5247,-0.1296,-2.3868,-0.1303],[-1.842,-2.688,7.4327,18.4497,-3.0012,-0.092,1.2403,-1.6519,0.1985,-2.8139,-0.214],[-0.1454,-1.1565,8.6896,16.8618,-3.851,-0.1688,0.6394,-1.6858,0.4922,-2.4498,-0.2654],[1.4701,-1.1771,9.3846,11.6147,-2.7867,0.0134,0.3492,-1.0375,0.4425,-0.9839,-0.5207],[-0.6045,-1.0649,6.9351,13.1679,-0.3631,-1.7751,-1.0136,-1.1363,0.1771,-1.6187,-0.5782],[-1.6908,-0.4746,6.6545,14.2713,-2.1401,-0.8341,-0.369,-1.0191,-0.1153,-1.7694,-0.39],[-0.7239,-0.804,4.6038,16.1068,-3.1364,-0.6316,-0.14,-2.2224,-0.3115,-2.6412,-0.4699],[1.6915,-4.0664,4.3484,15.8001,-2.6151,-2.1957,1.857,-1.9514,0.2571,-1.7025,-0.2939],[-1.1226,-1.6633,8.6382,14.0574,-4.4958,-0.7675,0.9541,-1.0482,0.1781,-1.3661,-0.1087],[-1.6859,-2.3107,5.6291,14.259,-2.489,-1.3831,-0.3467,-0.9511,0.2434,-1.584,-0.2643],[-0.6901,-1.7051,5.4391,12.4293,-2.323,-1.4936,2.4352,-0.4601,0.1992,-0.9151,-0.1475],[1.203,-1.0516,4.2293,12.1045,-3.9508,-0.3912,3.0875,-1.1061,0.2146,-1.3853,-0.1974],[1.4435,-1.3688,5.964,9.2662,-3.1872,-0.53,2.0348,-0.7443,0.0665,-1.3522,-0.1362],[-0.0612,-0.2833,5.0667,10.5489,-0.9129,0.9077,-0.655,-0.9773,-0.4276,-1.3647,0.1474],[0.2719,-1.9574,4.7372,13.2307,-1.8119,0.9833,2.0705,-1.1476,0.0219,-1.3608,-0.1662],[0.3293,-1.2234,3.3466,10.5893,-2.1591,-0.1923,1.9063,-0.9521,0.2304,-0.9528,0.1371],[-0.5947,-0.9888,3.6537,14.1867,-2.8338,0.6253,1.6263,-1.267,-0.0143,-1.915,0.1264],[2.4093,-2.6409,3.6469,13.1824,-1.943,-1.4018,2.6889,-1.8828,0.223,-1.7308,0.0631],[-0.666,-1.8351,5.9753,17.0407,-1.6325,-0.9799,2.0232,-1.7523,0.0758,-1.8739,0.0364],[-1.8023,0.1405,3.2705,9.3943,-0.7543,-1.7316,3.727,-0.9675,0.3217,-1.1935,0.0808],[-1.6303,-0.6414,4.6847,15.6464,-1.6218,-1.4639,4.0861,-1.471,-0.2789,-2.6019,-0.0617],[-1.5558,-0.223,5.1367,14.5457,-1.8584,-0.9412,3.1297,-1.035,-0.2198,-1.6876,-0.0896],[-2.6414,-1.0623,3.5904,13.1199,-2.116,-2.6558,3.0794,-1.4383,-0.3705,-1.9801,-0.3639],[1.6346,-1.828,3.3118,15.9087,-2.6023,-1.2778,2.3839,-1.9332,0.207,-2.3678,-0.2517],[0.4976,-1.0198,4.6777,15.4273,-1.7501,-2.0026,2.2137,-0.9667,-0.0364,-1.4341,-0.423],[-0.9511,0.2691,4.2185,12.2714,-2.7443,-0.7214,3.4187,-1.4039,0.0663,-2.0236,-0.1067],[-2.3522,-0.6964,2.7899,11.2161,-1.2442,-1.1991,2.5626,-1.6021,-0.2162,-1.9418,-0.1958],[-1.8068,-1.7419,6.1215,14.3791,-2.6024,0.1527,3.1329,-1.8328,0.186,-2.2682,-0.0477],[-0.1146,-1.9101,4.1045,10.6414,-2.8349,-0.3195,2.9583,-1.5944,0.5982,-2.3946,-0.0454],[-1.2908,-1.6917,4.8753,12.4682,-1.0646,0.2464,3.592,-0.8745,-0.1884,-2.0987,0.0636],[-1.0428,0.266,5.5935,13.0258,-2.1317,-0.5404,2.8664,-1.6448,-0.0844,-1.7332,-0.0285],[-1.6679,-1.0002,5.46,16.68,-2.3415,-0.773,2.5407,-2.183,-0.2479,-2.7203,-0.3452],[-1.0821,0.2941,7.4686,19.0514,-3.2742,0.7142,3.1336,-1.889,0.2081,-2.3564,-0.3978],[-0.7726,0.5434,4.7874,14.4411,-3.3521,-0.5357,1.6727,-2.4114,0.2441,-2.1824,0.1416],[-0.4983,-0.078,4.5145,11.5785,-1.5024,-0.9434,1.8322,-1.5356,-0.1364,-1.781,-0.0698],[-0.8222,-0.02,4.3287,14.4931,-3.0064,-1.337,3.2875,-1.9739,-0.2429,-2.5701,-0.3625],[1.7502,-0.3738,4.8608,7.3037,-1.6971,-0.4296,3.9008,-1.7488,0.2902,-1.5918,-0.0055],[-0.3445,-0.4145,3.7107,13.7308,-0.596,-0.2333,2.9046,-2.1053,0.3928,-2.4998,0.1534],[-0.9648,-1.1574,3.635,13.1154,-0.6837,-0.9633,2.8916,-1.2856,0.1857,-2.0365,-0.1474],[0.3043,-0.6595,2.4404,12.0336,-1.5476,-0.0583,3.5611,-1.5595,0.6732,-1.5457,0.3383],[-1.1382,-1.2611,3.3969,15.561,-1.3361,-1.2548,3.3855,-1.9309,0.1101,-2.2857,0.09],[-1.3746,-1.6745,5.0442,16.3303,-1.4765,-1.393,3.0043,-1.6212,0.2253,-1.7695,0.15],[-1.4159,-2.3805,3.2792,16.5313,-2.3754,-0.892,2.1282,-2.0474,-0.0178,-2.5021,-0.0946],[1.9775,-4.1624,5.0272,15.9937,-2.5613,-0.975,2.4893,-1.8769,0.1404,-1.7546,-0.1407],[-0.4589,-2.7255,9.6669,14.8662,-4.4278,-1.2492,0.6472,-1.0171,0.0709,-1.5707,-0.0684]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"The seasons on Earth are primarily caused by the **tilting of Earth's axis** relative to its orbit around the Sun.\n\nHere is the step-by-step breakdown of the mechanism:\n\n1.  **The Axis is Tilted**: Earth's rotational axis is not perfectly perpendicular to its orbit around the Sun. Instead, it is tilted at an angle of approximately **23.5 degrees** (often rounded to 24 degrees).\n2.  **Orbital Motion**: As Earth orbits the Sun, this axis remains pointed in the same direction relative to the stars (from the Northern Hemisphere's perspective).\n3","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":760,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"The seasons on Earth are primarily caused by the **tilting of Earth's axis** relative to its orbit around the Sun.\n\nHere is the step-by-step breakdown of the mechanism:\n\n1.  **The Axis is Tilted**: Earth's rotational axis is not perfectly perpendicular to its orbit around the Sun. Instead, it is tilted at an angle of approximately **23.5 degrees** (often rounded to 24 degrees).\n2.  **Orbital Motion**: As Earth orbits the Sun, this axis remains pointed in the same direction relative to the stars (from the Northern Hemisphere's perspective).\n3","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":760,"identical_to_original":true}}},{"id":"prose2-09","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Explain what a budget is and why people make one.","tools":[],"prompt_tokens":35,"decision":{"rms":0.2859750911818495,"sumsq":83.74349084310234,"hb":[-0.07323,0.01943,-0.45246,-0.11768,-0.35633,-0.15634,-0.07238],"lse":25.930871839947386,"logits":[12.01,17.696,8.313,11.282,7.585,7.462,5.263,4.886,5.066,3.893,5.419,7.969,25.445,12.285,9.31,10.96,12.395,9.796,11.227,11.855,15.538,11.685,10.856,9.551,9.998,10.562,9.858,11.001,9.462,10.693,10.086,9.405,7.494,13.927,1.308,3.547,3.789,5.321,4.48,0.842,8.106,2.35,0.817,8.777,3.132,6.409,2.509,8.363,1.883,23.881,2.222,4.05,2.096,2.395,4.181,2.579,1.294,4.916,18.51,6.175,1.939,20.8,1.526,-0.011,-0.675,1.939,-0.285,12.28,-2.46,18.187,5.748,4.057,17.101,-0.31,16.274,-0.087,7.672,4.93,3.336,7.502,11.935,2.806,9.577,12.142,14.341,3.915,-0.23,1.095,9.056,3.256,1.426,7.244,18.941,5.272,3.097,10.186,15.868,-3.274,0.805,1.822,10.631,9.551,-1.579,5.913,3.468,13.896,21.306,0.879,2.698,10.106,1.136,4.395,10.389,4.41,9.341,13.519,13.925,7.017,9.518,2.977,20.952,8.734,15.716,15.974,16.749,4.963,0.797,7.904,7.783,8.701,0.965,8.742,0.292,4.506,5.759,6.342,4.075,15.372,-0.719,8.863,6.873,15.975,13.183,5.646,0.832,6.124,14.454,0.202,15.883,4.18,-4.259,8.282,0.742,5.946,11.196,3.602,3.513,3.548,9.361,8.645,11.329,-1.189,11.536,-0.405,9.684,3.928,3.719,3.274,-5.558,5.573,18.048,19.32,16.247,6.044,1.45,0.447,3.381,11.559,12.773,7.405,8.037,1.164,2.884,1.874,10.608,11.778,8.726,6.379,-1.117,12.44,13.619,0.059,16.869,-2.676,3.713,2.411,9.001,14.259,6.474,0.352,8.765,7.271,9.167,0.013,10.57,6.363,6.949,0.519,-0.187,15.935,0.675,10.82,11.406,-1.61,6.399,0.214,-2.682,-1.086,-2.73,5.019,4.82,7.98,6.097,1.926,1.422,5.696,4.708,-2.883,-1.867,5.141,1.375,-3.16,-1.504,6.214,10.394,8.046,3.229,8.771,7.201,11.728,-0.004,-2.279,4.122,1.529,-1.604,7.48,-3.307,-4.913,7.571,6.528,1.306,4.313,13.421,11.421,7.068,-2.916,5.871,4.569,10.189,16.207,3.181,9.772,3.089,-0.753,0.494,2.407,1.653,10.293,4.761,19.241,-1.771,-2.053,-3.027,4.504,-3.427,8.447,11.671,-2.03,9.155,-0.306,6.625,9.887,4.487,5.241,9.798,8.217,-1.613,2.151,13.539,11.645,3.775,10.221,10.369,3.403,6.412,6.88,4.069,7.851,14.721,8.755,16.325,8.171,2.83,14.222,5.61,9.35,2.874,10.706,-0.428,12.108,11.203,4.055,15.718,7.872,-0.581,-4.432,12.936,1.775,-4.219,-2.683,-0.335,8.768,4.925,8.497,-0.375,9.213,-0.387,-1.652,13.511,10.437,14.928,1.773,4.874,11.953,8.144,1.933,14.765,-4.3,2.689,9.079,-1.124,4.784,6.951,5.809,1.792,4.618,7.682,1.217,2.739,-0.9,6.44,-2.163,-2.069,-2.865,-2.302,14.943,6.631,24.443,9.778,11.139,-2.212,4.793,-1.338,-2.067,11.38,4.178,7.88,2.532,0.964,-0.885,9.797,6.871,2.293,5.853,14.142,-1.322,12.518,12.652,6.442,15.263,3.649,0.775,12.923,-1.638,7.05,4.832,3.961,1.173,2.198,6.736,12.122,5.195,5.18,14.419,-3.443,9.129,7.45,3.956,0.547,-0.429,3.452,0.63,8.236,9.536,11.068,-3.2,9.661,9.41,-2.395,-2.409,8.877,6.682,-2.07,-0.005,8.428,12.394,-2.696,4.775,8.557,8.761,6.585,12.677,-2.887,-0.977,-3.417,12.611,0.584,-3.075,12.659,-4.917,11.35,9.248,-2.519,6.319,0.003,5.882,7.09,3.271,10.385,13.793,11.831,1.012,6.853,2.62,-0.711,2.83,8.979,4.251,14.006,-1.316,13.776,-2.821,13.444,-3.939,-1.283,-0.12,11.651,5.94,6.026,-3.494,-0.879,15.11,2.839,8.789,2.776,4.817,-0.518,1.466,9.488,8.68,6.064,13.363,8.567,-2.507,-1.158,-1.824,-0.914,12.598,11.006,-2.146,3.794,6.568,11.938,2.364,8.023,13.563,0.466,2.188,15.93,9.094,8.197,0.773,9.08,-1.139,5.968,4.36,13.262,-1.395,8.754,-0.812,6.673,1.276,7.823,8.134,-1.64,8.437,0.05,7.913,9.876,13.924,3.098,8.244,2.173,2.559,13.002,1.02,6.042,13.262,0.998,9.952,11.516,-0.135,0.604,-0.774,1.938,7.85,-1.616,-4.705,5.071,6.886,0.827,9.98,2.548,-1.045,-2.803,4.486,-0.076,-1.559,5.198,-1.084,15.912,-6.256,2.794,7.204,-0.46,0.974,16.168,7.1,3.079,-1.06,-2.289,8.901,-0.671,-0.227,4.989,11.104,-0.606,14.574,-1.204,6.717,9.416,-1.286,-5.459,-1.011,14.223,13.447,1.339,0.643,12.282,-3.062,-0.888,2.059,-0.62,14.188,2.145,3.32,-1.096,7.522,-0.385,-3.074,-3.302,6.841,4.228,3.343,6.989,-1.863,5.734,0.255,0.928,-0.444,5.63,6.932,-3.807,3.421,-2.042,0.074,-1.093,-2.298,0.669,7.9,1.404,8.84,13.363,4.768,11.422,15.636,3.925,1.557,-4.708,-2.954,11.127,5.66,6.009,14.986,0.038,-0.99,-2.565,3.58,6.221,8.334,9.502,0.812,5.586,1.879,7.813,17.341,8.657,7.054,0.778,1.753,-1.272,3.793,-5.095,8.621,5.029,6.671,8.134,-2.983,-1.071,1.297,8.961,-1.955,7.142,7.356,12.015,13.803,8.456,-2.738,1.332,5.032,2.376,0.956,11.176,15.647,-2.119,-2.869,4.755,9.45,-2.205,7.091,10.086,3.969,6.843,8.373,-1.906,0.902,8.869,-1.321,9.214,9.684,-4.358,-3.002,2.684,11.516,-1.107,11.064,15.083,-0.982,0.192,-0.115,-0.096,4.004,3.512,7.373,-0.085,-1.178,-4.122,9.434,3.66,12.565,4.314,12.995,14.212,14.897,3.112,4.486,-2.353,2.614,9.839,-2.025,6.398,-2.359,-3.296,-0.036,9.978,2.675,8.905,-0.175,-2.896,8.468,9.839,-2.391,15.168,7.851,1.665,1.901,2.042,-0.894,-3.447,0.279,-1.012,-0.18,0.302,-1.655,-5.01,8.969,-0.449,9.29,6.253,0.327,6.707,-0.87,-1.675,5.271,0.869,7.835,10.282,0.367,2.945,1.368,2.561,3.529,8.568,-3.323,9.106,1.27,0.52,2.222,12.354,-0.536,0.361,6.197,-2.125,1.207,6.984,0.861,-5.219,-1.795,0.937,-0.24,-0.264,2.516,0.192,12.542,0.68,-1.717,-1.03,0.897,0.165,0.623,3.166,-3.881,5.809,6.405,-2.513,0.007,8.24,6.864,-2.523,11.179,16.351,2.219,0.426,8.773,5.832,0.427,8.308,-3.573,7.981,-1.132,5.405,-1.757,-3.806,3.562,2.648,-1.774,0.125,-0.232,1.394,-0.447,-0.128,1.63,-0.902,2.628,-1.161,0.053,-1.467,-2.604,-1.024,0.172,-1.97,1.752,2.262,0.654,-0.536,-1.453,-2.93,0.666,-0.14,1.882,0.686,3.419,2.405,-0.65,1.398,1.299,-4.817,-1.136,3.897,-3.641,0.282,-1.686,1.833,12.306,0.703,-0.843,0.306,2.767,0.353,1.815,2.319,5.243,4.12,2.916,-0.936,1.197,-3.657,1.637,-1.281,0.18,0.81,-2.355,5.072,-1.357,0.135,-0.39,1.849,0.041,1.025,3.731,-2.275,2.551,5.424,-5.169,-1.643,-0.249,1.305,-0.35,-2.259,-1.976,-5.561,1.608,2.655,-2.812,0.456,-2.503,-2.948,-0.825,1.942,-2.744,3.612,-2.686,-1.902,-1.703,0.926,2.989,-0.998,-5.564,-2.245,-2.175,1.502,4.643,2.099,0.647,-2.488,3.712,-3.074,0.778,-4.171,1.841,-3.077,-3.96,-3.755,5.734,-2.479,2.419,0.844,-1.513,1.039,1.182,-0.763,-1.526,-2.16,-1.646,0.259,-1.982,-2.194,-2.296,-2.454,-1.792,-0.406,-2.47,0.662,1.421,0.8,1.316,-3.773,-3.191,-1.726,1.007,-0.5,2.31,1.387,-2.317,0.321,-0.831,4.078,-1.945,-3.986,1.408,-0.618,-3.341,-0.438,3.629,1.212,-2.944,-0.478,-1.639,-2.319,2.765,3.93,-3.879,-1.704,-2.802,-2.29,-3.209,1.457,-0.284,-6.062,-2.013,3.989,0.585,3.261,-0.429,0.436,-6.155,0.731,-0.96,-2.413,-3.199,-0.213,1.015,-2.005,-0.878,-0.247,4.545,-0.545,-2.974,6.521,2.867,-3.12,-1.015,-1.814,-1.41,-3.916,-1.838,0.662,-3.581,0.368,-1.27,-0.851,-3.058,1.126,-0.349,0.587,-3.578,0.48,15.844,-0.253,3.351,-4.571,3.125,0.493,-0.953,0.883,-3.209,-5.514,-5.067,-3.808,-3.46,-0.231,-1.904,0.737,-1.17,1.113,1.376,0.465,-1.88,-3.272,1.589,0.351,4.199,-1.216,-0.862,-0.319,2.126,-0.92,5.671,11.63,3.218,5.126,3.643,16.172,10.067],"base_top":[[32,25.445],[13962,24.443],[332,23.881],[1597,21.306],[2014,20.952],[623,20.8],[3710,19.32],[8160,19.241],[1206,18.941],[550,18.51]]},"positions":{"tokens":[32,2972,46793,332,369,264,5713,3019,421,47957,1204,264,1637,466,264,2478,668,21405,836,7661,310,3311,836,17485,321,6707,12585,13,1049,16545,430,264,66488,364,17610,3117,11,21873,421,9862,5117,82,440,8578,11,321,25325,16943,27293,13,271,15450,1236,264,7786,364,3679,1328,7715,25,271,9,256,2972,54341,26783,321,7533,64700,561,5839,7193,369,310,3627,9862,321,7661,303,1865,7019,13,1061,8346,7529,321,9387,4565,7605,314,836,8091,6195,11,10229,1332,3117,369,2019,11,321,1236,15515,10856,883,864,17485,310,3799,466,864,310,5096,13,198,9,256,2972,38663,63381,64700,357,7786,369,3428,264,5224,364],"text":["A"," **","budget","**"," is"," a"," financial"," plan"," that"," outlines"," how"," a"," person"," or"," a"," business"," will"," allocate"," their"," income"," to"," cover"," their"," expenses"," and"," generate"," revenue","."," It"," serves"," as"," a"," roadmap"," for"," managing"," money",","," ensuring"," that"," spending"," align","s"," with"," goals",","," and"," preventing"," overs","pending",".","\n\n","People"," make"," a"," budget"," for"," several"," key"," reasons",":","\n\n","*","  "," **","Financial"," Planning"," and"," Control",":**"," The"," primary"," purpose"," is"," to"," track"," spending"," and"," income"," in"," real","-time","."," This"," helps"," individuals"," and"," businesses"," stay"," aware"," of"," their"," cash"," flow",","," identify"," where"," money"," is"," going",","," and"," make"," informed"," decisions"," about"," which"," expenses"," to"," cut"," or"," which"," to"," increase",".","\n","*","  "," **","Goal"," Achievement",":**"," A"," budget"," is"," often"," a"," tool"," for"],"proj":[[2.8174,-3.6157,9.6218,13.5598,-2.4077,-0.062,0.0255,-1.1843,-0.0022,-1.3717,0.438],[-0.9356,-1.5408,10.1498,19.9232,-1.8685,-1.3895,-1.7609,-1.1611,-0.0237,-1.8303,0.3278],[0.7,-0.1562,13.6248,17.2062,-1.9558,-1.651,-2.7021,-0.7506,0.0511,-1.2142,0.133],[-1.9108,-0.6203,8.0539,20.1563,-1.8055,-0.8648,-0.323,-1.3484,-0.2524,-1.8557,-0.014],[-1.6734,-1.8905,8.1515,20.4613,-2.6158,-0.9177,-0.9553,-1.028,-0.3945,-2.2577,0.0888],[0.5939,-0.9747,5.2639,16.4805,-0.399,-1.793,-0.0368,-1.5057,-0.476,-1.8956,0.1639],[-0.7167,-0.4149,4.854,14.7121,0.8586,-2.6649,-0.4652,-1.3242,-0.7088,-0.6838,0.3454],[-0.6051,-0.5204,5.2322,14.4973,-1.1079,-1.9484,-0.2138,-1.2756,-0.1296,-0.5268,0.4192],[-0.0615,-2.8432,5.4579,16.4491,-1.9164,-1.7781,-2.1184,-1.4738,-0.313,-2.1274,0.1622],[0.6911,0.0181,4.3027,13.1051,-2.2801,-2.0427,-0.9932,-1.2898,-0.3055,-1.9121,0.3784],[0.4178,1.3545,5.0045,15.3949,-2.1647,-2.1968,-2.3986,-1.4194,-0.0858,-1.6173,0.026],[0.6862,-0.215,5.134,15.538,-0.4655,-2.1663,-1.2881,-1.6522,0.0695,-2.0628,-0.029],[-1.255,-0.4213,5.6827,16.6499,-0.6038,-2.4295,-1.1824,-1.1276,0.0976,-1.014,-0.0256],[-2.0533,-0.4056,4.8282,14.426,-1.1467,-2.1924,0.9977,-1.1947,-0.2404,-2.1836,0.3304],[0.0307,0.2456,6.8408,18.0701,-1.2116,-0.9599,0.2095,-1.9289,0.2972,-1.9435,-0.1706],[-0.4633,0.5168,6.3753,15.8176,-1.0665,-1.0952,0.208,-1.789,0.33,-1.3932,0.0455],[-1.5741,-0.6314,2.5079,9.635,-1.6337,-0.3546,2.3073,-1.0101,0.2227,-1.9384,0.3105],[0.5044,-0.1954,3.7647,9.6985,-2.0859,0.062,2.2055,-1.2819,-0.3815,-2.0893,0.1726],[-0.6136,1.9303,5.9229,15.9799,-0.4157,-1.4085,-1.5514,-1.6881,0.4147,-1.8772,-0.1389],[-0.5143,1.701,4.8457,13.9437,1.1036,-0.962,-1.4282,-1.4758,0.1137,-1.4057,-0.0401],[-2.6209,-0.3669,6.1762,16.5939,-1.6629,-0.8276,0.9554,-2.0272,-0.1613,-2.3206,-0.001],[-0.7461,-0.1723,4.5086,13.9886,-0.4222,0.5029,-0.1959,-1.2524,-0.4498,-2.0228,0.1456],[0.0238,0.9999,5.1647,14.6274,-0.5367,0.3957,-2.1629,-1.3071,0.0014,-1.7529,0.0286],[-0.0317,1.4718,4.7388,13.464,-0.1804,1.0204,-1.0712,-1.0767,-0.2141,-1.2265,0.2203],[-2.498,0.0086,5.9431,17.3474,-1.3555,-0.4286,0.4904,-1.7784,-0.2523,-2.4644,0.0855],[0.6268,1.8208,5.0439,12.9372,-0.8921,0.1025,-0.2719,-1.403,-0.1746,-1.8063,0.3093],[-0.8189,1.7075,7.3938,16.2899,-0.8096,-0.2811,-1.2382,-1.3546,0.4443,-2.0176,0.4174],[-1.7844,-0.2055,5.4726,16.0682,-1.3977,-0.7552,1.5057,-1.9169,-0.1223,-2.5979,0.3777],[1.4306,-3.4235,5.627,16.2675,-2.0148,-0.8885,-1.4912,-2.0535,-0.0901,-2.2915,0.5961],[0.6929,-0.3095,5.2648,14.2974,-2.2607,-1.355,-0.8907,-1.5533,-0.3284,-2.3755,0.4605],[-0.2599,-3.2225,7.1234,20.2151,-2.9216,-0.904,-1.19,-1.678,-0.13,-2.3766,0.2413],[0.0304,-1.1232,4.4859,15.8492,-0.712,-1.4881,-0.1381,-1.7189,-0.3434,-1.8589,0.3765],[-0.8908,0.1005,3.4969,12.0949,0.3547,-2.2008,-0.2477,-1.3155,-0.6407,-0.8628,0.4439],[-0.7241,-2.3828,5.4968,17.341,-2.0338,-1.0294,-0.8698,-1.5004,-0.2461,-2.402,0.2102],[0.0408,-1.0195,4.7065,14.7119,-1.474,-0.5738,-0.0642,-1.1619,-0.0415,-1.9916,0.6912],[0.6843,1.7847,5.3965,15.7316,-0.7769,-1.4789,-1.2059,-1.6749,0.3154,-1.7238,0.2771],[-0.1463,-0.0807,4.2641,15.9371,-1.6737,-1.3443,0.7532,-2.0714,-0.0156,-2.1652,0.5906],[1.3343,-1.2473,5.1447,15.2819,-2.0946,-1.6724,-2.2107,-1.5172,-0.4866,-2.2482,0.8525],[1.8193,0.5076,6.2583,15.0909,-2.5918,-2.1085,-1.0099,-1.6016,0.6491,-1.5613,0.6246],[1.8582,2.2487,5.428,13.4315,-1.3282,-2.9593,-2.5375,-1.5463,0.5657,-1.5895,0.2441],[0.0323,-0.0591,6.663,16.1191,-2.4735,-1.0629,-2.8193,-1.3079,0.2463,-2.0178,0.3244],[-0.4803,-0.4952,8.7637,18.7191,-1.7876,-0.4536,-0.9824,-1.521,0.1149,-2.0839,0.4207],[-0.0111,-0.2755,7.4772,18.2376,-1.793,-0.9513,-1.831,-1.6862,0.3824,-2.4647,0.3686],[1.2841,1.3263,5.7189,14.8407,-0.7242,-0.8087,-3.3101,-1.5262,0.4972,-1.4754,0.4731],[-1.1519,-0.6142,7.6379,18.4288,-0.4509,0.3514,-1.8183,-1.7281,0.2375,-2.5321,0.3905],[0.6801,1.3177,5.2019,13.9092,-1.6036,-0.0076,-2.686,-1.501,0.18,-2.0048,0.5584],[1.1018,0.0831,5.8394,15.1291,-3.589,-0.7558,-2.6721,-1.5519,-0.3731,-2.1955,0.5975],[2.8162,2.774,4.8866,13.8884,-2.3529,-1.6291,-1.9589,-1.6894,0.3244,-1.6941,-0.0461],[-0.6035,0.7766,4.4128,9.9978,-1.3002,-0.004,-0.2816,-1.1638,-0.321,-0.3481,0.8989],[0.6652,1.2999,5.5008,17.051,-1.9671,-1.3868,-1.0191,-1.6016,-0.059,-2.5635,0.1077],[1.9708,-2.3857,4.1362,14.2669,-2.4956,-1.9783,-1.2417,-1.8579,-0.0448,-1.8883,0.4145],[3.267,-2.4687,6.715,9.5126,-3.5533,-1.3038,-2.4288,-1.4266,-0.1288,-1.424,0.3805],[-0.3391,-1.4162,8.1321,17.8875,-3.1272,-2.1584,0.5538,-1.6826,-0.2398,-2.2284,0.6056],[-0.0034,-0.5398,7.975,18.547,-0.8711,-2.9609,-1.4576,-1.424,0.2741,-2.0245,0.3289],[-0.3752,-0.6584,7.4313,18.3865,-0.8737,-1.9778,-1.2965,-1.2792,-0.0169,-1.8726,0.3756],[-0.1082,-1.4569,5.8074,16.6479,-3.157,-0.9602,1.1408,-1.7508,-0.3165,-2.5577,0.7698],[-0.3673,-1.39,5.8607,15.8503,-2.3932,1.6462,0.5047,-1.6011,0.217,-2.3567,0.5233],[-1.1949,-1.1052,7.4714,17.8938,-2.0496,1.1206,0.5078,-1.2815,-0.2296,-1.6584,0.752],[-1.8204,-0.28,8.4773,18.9231,-2.7478,0.2783,-1.161,-1.1391,-0.0781,-1.0578,0.891],[-1.7048,-1.3677,7.2464,18.8671,-3.5919,-0.7226,-0.6295,-1.8113,-0.3146,-2.2694,0.8359],[-0.2686,-1.1932,7.6934,19.0545,-3.2072,-0.4189,-0.959,-1.6535,0.0734,-2.1813,0.6786],[1.3378,-3.1275,10.3771,14.1255,-5.0974,0.2568,-1.4609,-1.0696,0.0537,-1.3997,0.5361],[0.3081,-1.0611,8.3633,15.7839,-3.5254,0.9289,-0.5391,-0.5877,0.1161,-1.9132,0.352],[0.6825,0.2667,5.452,11.7792,-2.5017,1.6425,-0.2672,-0.6079,-0.2015,-1.3677,0.7794],[1.6986,0.6832,5.9623,9.3623,-2.2643,0.7901,-1.6094,-0.4194,-0.2492,-0.9678,0.6036],[0.6444,0.3068,4.9448,12.7191,-2.2484,0.0714,-0.5717,-1.3549,0.8038,-0.4072,1.1994],[-0.5589,-1.0122,6.2755,17.0665,-3.3555,0.174,-1.1535,-1.4309,0.0544,-1.7107,0.7992],[0.894,0.3485,4.1914,11.745,-1.7227,-1.1213,-1.4333,-1.321,0.4636,-0.7277,1.1188],[-0.1868,-0.8987,5.5703,16.1418,-3.0197,0.2809,0.4513,-1.7303,-0.1382,-1.6569,0.5942],[2.5331,-1.3035,5.9192,15.367,-2.039,-0.4971,-0.2843,-1.6613,-0.1853,-1.8543,0.505],[-0.9534,-0.051,7.1844,17.8352,-1.9396,-1.5885,1.2235,-1.0344,-0.2722,-1.6933,0.0688],[-1.1992,-0.631,9.0628,19.4756,-3.5336,-1.0958,0.1482,-1.357,-0.1231,-1.4014,0.5761],[-1.2902,-1.0266,8.5722,20.2096,-3.0197,-0.8935,-1.2729,-1.1423,-0.2906,-2.2184,0.6832],[0.3226,-0.4328,6.724,17.0019,-3.0545,-0.5067,-1.3416,-1.3997,-0.2791,-2.2146,0.5642],[1.4533,-0.8245,4.8931,13.8811,-3.512,-0.8355,-1.433,-1.3836,-0.8059,-2.1297,0.5522],[0.4669,0.6166,6.4617,16.7447,-2.2838,-3.0413,-1.9355,-1.7523,0.1876,-1.7021,0.1515],[-0.6363,-1.464,5.0706,15.6651,-2.6464,-1.114,-1.0107,-2.1897,-0.1782,-2.5031,0.2771],[0.8376,-0.0226,6.5149,15.6882,-1.4935,-1.9111,-1.2223,-1.5271,-0.2399,-1.9549,0.2993],[-1.1037,-2.351,4.6031,15.1035,-2.4157,-1.0173,1.4021,-2.0214,-0.2025,-2.4952,0.3419],[-1.5988,-2.7284,5.8982,16.6601,-1.518,-1.0969,-0.0678,-1.0907,-0.0212,-1.8087,0.1214],[-2.423,-1.3042,8.8567,18.8438,-3.5114,-1.4367,-0.5043,-1.4382,0.2854,-1.7368,0.4517],[-1.4833,-1.829,7.4506,18.3086,-2.7512,-3.1614,-1.1286,-1.8316,-0.4689,-2.6186,0.2158],[2.5086,-1.7417,5.3924,15.9271,-2.6619,-1.8722,-1.0436,-1.9126,-0.2625,-1.9649,0.2374],[-1.0153,0.0852,5.8614,17.6622,-3.6881,-2.4637,-0.5071,-1.3052,-0.5569,-1.9305,0.4776],[1.9711,-1.2268,5.7105,14.7815,-3.6912,-1.7801,-2.4369,-1.1592,-0.5661,-2.0961,-0.107],[0.8719,-0.9195,5.3666,12.073,-1.8517,-1.3593,-0.0562,-1.2987,-0.4438,-2.0228,0.5308],[-0.0054,-0.8452,7.643,16.9677,-1.9148,-0.7099,0.3613,-1.8109,0.4606,-1.8635,0.0111],[1.446,-0.585,4.0716,8.9356,-1.858,-0.5505,0.4828,-1.1597,-0.323,-2.1579,0.5199],[-1.713,-0.6064,5.1254,11.6661,-1.8653,-1.072,-0.0796,-1.0871,0.3198,-1.6723,0.3458],[0.8565,-0.2353,6.5303,18.1747,-2.6627,-1.6131,-1.1755,-1.7848,0.0977,-2.2113,0.2567],[1.1526,1.2675,5.1572,16.1056,-2.4916,-2.1548,-2.5074,-1.7316,0.2286,-1.883,0.1891],[0.4383,1.0319,4.725,13.8726,-1.4012,-1.0731,-1.7033,-1.755,0.2462,-1.4531,0.4518],[-0.2255,0.1555,5.5861,15.7453,-2.9534,-1.038,-0.5229,-1.7543,0.2244,-1.4402,0.0843],[-0.338,-0.4043,5.8283,17.232,-2.9268,-1.4834,-0.7953,-2.1638,-0.16,-2.4913,0.149],[0.6622,-1.1339,4.8674,14.1268,-2.4094,-1.7727,-0.9977,-1.6416,-0.434,-2.3898,0.5161],[0.5411,1.431,3.8357,14.2707,-1.6365,-1.2996,-2.284,-1.3573,0.1412,-1.7161,-0.1088],[1.4246,0.9295,5.7752,15.5257,-1.2822,-1.8045,-1.3428,-1.4484,0.4598,-2.1194,-0.0274],[0.2442,0.2314,5.4266,16.2202,-2.6621,0.6912,0.4279,-1.823,0.068,-2.1895,0.4891],[0.4653,0.4655,3.6311,12.9326,-1.1804,1.4094,-0.8843,-1.928,-0.059,-2.323,0.2416],[-0.4615,-0.32,7.0095,18.2069,-2.0316,-1.6793,-0.5272,-1.8767,0.0992,-2.428,0.4107],[0.4566,-0.458,7.1897,16.3333,-2.3964,-0.9842,0.2481,-1.325,-0.469,-2.7992,0.2975],[2.4487,-0.103,5.3277,13.1862,-2.9665,-0.8408,0.1515,-1.4787,-0.5123,-2.6305,0.3291],[-0.0139,-0.7507,6.2245,14.645,-1.6012,-1.4329,0.6274,-0.8739,0.2693,-1.1186,0.4951],[-1.1484,-0.7247,6.8697,16.1112,-1.6874,-2.6525,-0.5757,-0.9063,0.2031,-0.8935,0.8239],[-0.2548,-0.229,5.5095,16.5515,-1.8535,-0.8458,0.8824,-1.5545,-0.1662,-2.7141,0.3867],[0.2387,1.2857,5.5034,15.5304,-1.2667,-0.7709,-0.8347,-1.3655,0.2571,-1.8651,0.3112],[-0.9567,2.0303,5.5725,15.9203,-1.347,-1.4852,0.2939,-0.5432,-0.0339,-1.0264,-0.103],[-0.2992,0.7688,5.9444,16.1865,-2.1619,1.5661,0.3884,-0.874,-0.1473,-2.1744,-0.0879],[0.3049,0.4802,5.0832,13.5956,-1.2971,1.2183,-0.6614,-1.3558,-0.1804,-1.5669,0.2253],[-1.4974,0.5138,7.4846,17.7357,-1.8723,-0.4013,-2.0967,-1.5617,0.1837,-2.1121,0.2063],[-0.097,0.5923,6.6804,15.7892,-2.056,0.9114,-0.5643,-1.1023,-0.068,-1.5499,0.3901],[-1.4652,1.8692,6.0881,16.9856,-1.472,-0.9601,0.0848,-0.9398,-0.0559,-1.2802,0.2933],[-0.3386,0.6875,7.1315,15.9987,-1.6057,1.5927,-0.1861,-1.2682,-0.2013,-1.5138,0.4129],[-1.8413,0.564,5.6102,17.5667,-1.4458,-0.9519,0.084,-1.6755,0.2796,-2.4402,0.4778],[1.3691,-0.9803,6.4506,18.2078,-2.9012,-1.273,-0.3551,-1.9026,-0.2732,-1.776,0.5968],[-1.8537,-1.3593,10.7595,16.9565,-4.3932,-0.0384,-0.7407,-0.9242,-0.1124,-1.2364,0.1892],[0.0863,0.0687,5.8922,14.032,-2.7199,1.4703,-0.4762,-0.7041,-0.2602,-1.5313,0.2671],[0.8054,0.8245,4.5812,11.1694,-2.1379,1.5088,-0.3283,-0.8496,-0.0916,-1.0808,0.8191],[1.9496,0.8984,5.1411,8.0857,-1.4905,0.5678,-1.7797,-0.8017,-0.4459,-0.9581,0.6484],[-1.5405,-0.6415,6.2556,12.655,-2.1368,0.7326,0.7949,-0.7081,0.1921,-0.765,0.9831],[-1.0399,-1.0456,6.9623,16.8275,-2.7349,0.8383,-0.4303,-1.2344,-0.0978,-1.4313,0.8444],[2.5262,-1.3255,5.3913,12.2979,-1.0458,-0.5093,-1.428,-1.6671,-0.0057,-1.7499,0.6401],[-0.3998,-0.2643,7.7956,17.3428,-1.2348,-0.9763,-1.4056,-1.271,-0.2832,-1.6977,0.7632],[0.2271,0.1332,6.2887,14.2114,-3.0136,-2.2587,-2.4612,-1.3691,-0.331,-1.9983,0.589],[-0.3122,-0.4733,6.1741,15.6999,-0.7588,-1.9468,-1.6369,-1.1286,-0.3547,-2.2127,0.4564],[0.6333,-1.6605,6.6173,15.6302,-1.2433,-1.17,-1.6821,-1.016,-0.214,-2.3822,0.6793],[-1.0621,-0.6274,6.1069,14.8353,-0.3046,-1.6635,-1.0073,-0.8849,-0.2517,-1.0668,0.7594],[-0.4089,-2.5297,8.6959,18.7914,-2.7282,0.6053,-2.0403,-0.9382,-0.0716,-2.1226,0.7756]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"A **budget** is a financial plan that outlines how a person or a business will allocate their income to cover their expenses and generate revenue. It serves as a roadmap for managing money, ensuring that spending aligns with goals, and preventing overspending.\n\nPeople make a budget for several key reasons:\n\n*   **Financial Planning and Control:** The primary purpose is to track spending and income in real-time. This helps individuals and businesses stay aware of their cash flow, identify where money is going, and make informed decisions about which expenses to cut or which to increase.\n*   **Goal Achievement:** A budget is often a tool for","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"A **budget** is a financial plan that outlines how a person or a business will allocate their income to cover their expenses and generate revenue. It serves as a roadmap for managing money, ensuring that spending aligns with goals, and preventing overspending.\n\nPeople make a budget for several key reasons:\n\n*   **Financial Planning and Control:** The primary purpose is to track spending and income in real-time. This helps individuals and businesses stay aware of their cash flow, identify where money is going, and make informed decisions about which expenses to cut or which to increase.\n*   **Goal Achievement:** A budget is often a tool for","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true}}},{"id":"prose2-10","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"How does a microwave oven heat food?","tools":[],"prompt_tokens":31,"decision":{"rms":0.3787121045666515,"sumsq":146.86398274078965,"hb":[0.04592,0.02591,-0.24941,0.12757,-0.06246,0.00506,-0.70988],"lse":24.64619775355066,"logits":[12.579,12.665,12.542,15.348,12.629,11.842,9.476,8.766,8.642,7.705,10.766,8.967,24.285,12.555,12.393,13.101,13.66,12.572,12.563,13.895,14.199,12.671,19.07,12.828,12.13,12.714,12.914,12.851,14.209,10.685,17.092,11.781,7.609,15.318,3.797,4.868,5.874,8.604,3.382,9.579,7.2,2.833,1.991,10.342,4.003,7.98,3.792,5.459,2.352,17.317,2.726,0.895,2.812,3.053,3.92,3.148,-1.138,6.901,12.082,6.238,2.38,18.643,5.732,0.881,1.359,4.492,0.036,13.044,-0.783,19.901,5.127,5.586,13.443,-0.043,13.802,2.382,9.828,4.515,5.499,8.507,14.961,4.111,10.794,13.52,14.641,4.745,1.502,6.242,11.606,5.566,3.683,12.259,20.555,5.789,6.787,14.18,14.751,-1.108,1.068,2.668,12.613,11.034,-0.255,5.962,2.245,15.126,17.112,2.758,3.294,10.414,1.808,6.85,11.078,4.537,10.589,14.0,15.972,6.49,11.321,4.574,16.22,10.685,14.956,13.141,16.695,3.782,3.948,10.546,9.595,11.534,-1.745,8.488,-0.475,5.938,9.37,9.005,6.202,15.15,1.679,11.424,9.973,17.028,12.802,7.016,-2.296,7.955,14.573,1.133,14.366,6.008,-2.252,9.384,3.647,11.704,11.766,6.255,6.152,2.46,11.2,10.128,12.307,1.543,12.82,-3.791,11.692,0.697,8.241,5.508,-4.434,5.289,14.81,15.955,17.42,10.847,2.604,5.373,7.764,11.957,13.709,9.502,11.244,2.877,4.652,1.805,9.397,10.288,9.972,7.99,2.546,17.239,14.691,-2.682,20.076,1.646,4.089,5.482,10.903,14.263,9.825,2.907,10.644,6.757,9.824,3.077,14.602,8.299,8.575,3.138,4.93,14.47,2.133,14.281,10.242,-1.408,7.577,4.995,-3.578,-2.516,1.09,5.693,7.029,8.158,7.52,0.947,5.187,11.528,6.269,-0.979,1.877,9.225,4.948,-5.41,-0.906,12.168,13.735,11.104,4.235,11.059,10.855,13.88,0.957,-0.367,7.001,2.751,-0.893,8.673,-0.168,-0.595,10.069,11.647,0.937,7.368,14.34,16.096,8.278,-3.061,7.109,7.109,11.018,17.962,7.699,11.295,-0.184,3.08,-0.151,8.659,0.67,13.459,5.471,16.627,0.502,5.18,-1.801,2.551,0.339,12.552,12.984,-3.802,14.084,-0.541,7.066,10.804,2.466,5.222,9.568,9.03,-0.68,5.221,14.567,12.184,1.864,10.885,12.07,6.17,11.777,9.056,7.791,9.626,13.11,10.373,13.988,10.48,0.733,14.205,9.622,11.511,10.738,10.302,0.938,14.561,12.096,3.162,15.902,11.325,1.076,2.776,13.224,-0.852,-3.622,-2.062,8.313,13.572,9.687,15.244,8.02,9.222,0.09,-1.873,13.071,11.388,14.847,1.645,4.106,13.484,8.857,2.957,17.488,2.323,3.667,10.619,-3.42,5.387,6.574,6.451,7.473,6.091,14.169,1.182,5.797,-0.452,7.539,-1.1,-2.36,-1.58,-1.705,17.684,8.798,17.704,10.434,10.252,-0.21,8.516,-0.959,1.435,11.566,6.258,5.766,1.929,-1.138,0.018,8.88,4.586,1.436,9.073,15.199,0.937,13.223,15.354,8.708,15.033,2.151,0.955,14.339,-0.857,9.588,11.361,-1.02,-2.482,2.349,9.012,12.922,7.06,9.575,15.565,0.208,10.273,9.384,10.066,2.167,3.897,7.1,-0.631,9.846,11.333,10.998,0.851,9.642,10.976,-0.371,-2.832,13.049,8.522,3.692,-0.365,13.833,13.638,-3.211,7.125,10.549,10.262,7.37,12.462,0.925,-0.819,1.881,13.155,-1.117,-0.314,11.18,-0.258,11.596,11.043,-0.844,9.408,-0.992,5.338,8.962,4.089,11.178,12.075,15.071,4.163,8.051,7.978,-2.836,4.438,11.888,1.765,12.604,-0.989,14.154,-5.762,11.5,-3.354,0.567,1.882,13.0,7.66,16.544,1.238,5.35,14.943,3.914,11.126,6.226,7.858,-0.308,2.167,13.463,16.664,9.147,12.248,10.866,-3.348,-1.505,-1.092,1.132,12.357,11.794,-4.017,4.646,7.273,11.027,1.948,16.336,16.85,-4.631,4.518,16.056,11.046,11.225,4.123,16.149,1.804,6.718,6.734,13.751,0.564,12.784,-1.936,9.342,1.905,11.113,9.704,1.146,7.098,0.124,9.431,10.809,16.021,5.65,8.436,0.963,1.38,11.095,1.492,4.273,14.663,2.23,12.665,14.259,0.022,1.962,-1.56,8.416,19.307,-0.902,-3.431,9.974,7.717,1.095,12.292,2.484,-2.444,0.286,7.031,5.126,0.534,12.5,7.564,14.393,-4.56,2.522,5.575,0.038,6.058,12.524,10.335,5.805,3.132,-0.633,11.85,1.315,2.525,4.888,13.813,1.348,11.213,0.229,8.798,12.194,-0.511,-2.468,2.222,12.753,15.132,0.022,-0.389,12.279,-1.284,-2.217,3.094,-1.033,17.236,3.55,3.355,-3.874,12.512,1.577,-2.764,-1.252,11.033,5.674,1.717,9.322,-3.987,5.587,-0.788,1.571,2.682,8.235,6.573,-1.347,5.649,1.352,-3.053,0.203,0.277,0.955,10.558,3.789,16.08,13.533,10.172,13.769,13.917,2.503,3.903,-2.787,1.574,14.338,4.122,8.206,13.936,0.006,1.14,-2.348,6.539,14.638,10.405,10.058,0.042,9.02,0.583,12.365,17.456,9.156,9.591,-0.704,0.251,2.815,1.697,-0.653,11.195,8.754,9.541,18.202,-0.904,1.373,2.054,10.79,1.069,15.676,17.222,10.066,12.635,11.619,-0.061,4.82,7.648,1.589,3.901,11.321,14.845,-0.766,-1.448,12.459,9.916,0.971,4.552,10.019,10.152,6.15,10.842,1.862,0.754,12.246,1.012,17.113,10.501,-3.286,0.677,4.847,13.904,-2.469,13.383,14.121,-2.173,1.872,-0.077,0.717,3.125,3.423,8.432,1.729,0.565,0.424,10.897,9.224,13.732,7.801,11.896,12.652,15.793,-0.433,12.805,-2.764,4.927,14.9,-0.898,8.509,2.859,4.376,-0.735,6.93,-0.144,11.08,-0.833,-2.242,7.178,10.012,-4.287,17.002,7.42,-0.978,3.553,2.74,0.371,-2.016,2.297,1.498,1.13,-0.447,0.162,-2.694,11.095,-1.614,10.584,8.771,1.016,10.829,2.977,2.206,5.699,-2.578,9.767,5.663,-1.15,3.969,0.16,0.356,5.035,10.532,-1.094,8.79,-2.156,1.552,-0.106,11.309,-0.001,-3.244,7.546,-2.117,1.895,6.178,-1.29,3.233,-0.237,2.726,2.982,0.69,0.99,-2.859,14.006,4.239,1.633,2.927,1.14,-2.508,-0.205,3.419,-2.657,9.48,8.849,-1.616,0.13,13.468,9.38,-3.684,9.992,13.296,2.806,-0.21,7.427,8.974,1.432,8.945,-1.28,23.162,-0.126,10.33,-4.121,-1.411,3.43,3.548,2.625,-2.79,1.864,1.971,1.314,3.571,3.091,1.983,3.329,2.24,3.543,-0.261,-2.297,0.344,3.158,2.979,-1.775,1.989,2.761,1.941,2.528,0.585,1.184,0.724,-0.486,-0.948,0.521,4.075,2.241,3.15,-2.159,-3.444,3.231,2.759,-3.094,3.432,-0.125,-0.077,6.873,0.265,-1.828,1.395,2.655,-2.161,1.413,1.156,4.463,2.769,3.527,2.649,3.231,-1.969,2.386,-2.941,-1.22,-0.562,0.357,2.806,-2.048,-0.956,-0.658,5.04,0.348,3.942,3.716,-3.249,0.982,3.814,-1.521,-2.347,0.446,0.124,-1.281,-3.08,-0.635,-1.762,1.917,0.313,-2.365,1.852,2.411,0.429,2.486,0.73,-1.343,3.899,2.201,-2.201,0.502,-1.682,2.664,1.494,-3.505,-0.376,-1.75,2.256,3.004,-0.607,-2.586,-4.427,6.735,-3.221,0.969,-4.191,4.393,-1.177,-2.084,-0.689,4.355,-1.85,0.403,-0.992,1.008,1.347,2.426,-0.545,-0.414,0.908,-2.215,0.975,0.509,-0.006,-1.967,1.488,1.573,-1.809,-1.996,-0.751,0.85,1.473,1.183,-2.329,-0.657,2.35,3.639,-1.716,2.429,-0.569,-2.219,4.009,0.973,4.32,-0.424,-1.314,1.346,-0.213,-2.645,-0.089,4.881,3.479,-0.002,-1.922,-1.226,0.39,3.706,3.467,-3.733,1.021,0.457,-0.117,-1.062,1.982,2.08,-2.491,-4.278,-0.665,-0.44,2.256,-0.563,0.104,-4.53,-0.154,1.112,-2.679,-4.798,-1.114,-0.315,-1.106,1.755,0.326,2.295,1.911,-3.077,1.908,0.189,-1.968,-0.024,0.937,2.596,-1.605,-0.697,-1.989,-0.602,3.687,-1.578,1.4,1.406,3.257,-0.538,1.038,-1.92,-1.503,12.072,-0.69,3.003,-1.449,0.221,-2.29,0.177,3.574,0.283,-2.94,-1.844,-5.011,4.006,-1.781,-1.318,-2.94,1.494,2.374,0.795,0.482,-1.502,0.951,4.769,2.161,1.437,0.826,-0.061,2.697,0.736,-1.787,4.612,9.749,4.562,3.84,3.606,18.247,10.103],"base_top":[[32,24.285],[93947,23.162],[1206,20.555],[4350,20.076],[760,19.901],[33464,19.307],[44,19.07],[623,18.643],[248068,18.247],[55157,18.202]]},"positions":{"tokens":[32,39911,22660,73944,3487,1472,264,1817,2512,2972,20569,32586,23631,93868,864,4138,539,12861,279,2919,33470,303,279,3487,13,271,8160,369,279,2923,13909,28253,16456,25,271,16,13,220,2972,31590,21398,62883,92217,3095,264,39911,22660,70307,63358,16382,318,49516,722,18617,633,4541,681,1439,16382,5640,1472,279,3594,321,4062,279,3487,13,561,3487,369,1801,15048,314,2919,11,8400,11,321,59179,13,198,17,13,220,2972,44,41427,57187,778,92217,561,63358,16382,513,39647,539,279,2919,33470,303,279,3487,13,1061,10814,279,2919,33470,310,343,41670,17958,13,198,18,13,220,2972,59236,22738,92217,1061,10725,46219,12339,279,67943],"text":["A"," microwave"," oven"," heats"," food"," through"," a"," process"," called"," **","mic","rowave"," radiation","**,"," which"," works"," by"," exciting"," the"," water"," molecules"," in"," the"," food",".","\n\n","Here"," is"," the"," step","-by","-step"," mechanism",":","\n\n","1","."," "," **","Energy"," Abs","orption","**:"," When"," a"," microwave"," oven"," emits"," electromagnetic"," waves"," (","specific","ally"," mic","row","aves","),"," these"," waves"," travel"," through"," the"," air"," and"," hit"," the"," food","."," The"," food"," is"," made"," primarily"," of"," water",","," fat",","," and"," carbohydrates",".","\n","2","."," "," **","M","olecular"," Vibr","ations","**:"," The"," electromagnetic"," waves"," are"," absorbed"," by"," the"," water"," molecules"," in"," the"," food","."," This"," causes"," the"," water"," molecules"," to"," v","ibrate"," rapidly",".","\n","3","."," "," **","Heat"," Generation","**:"," This"," rapid"," vibration"," increases"," the"," kinetic"],"proj":[[3.2551,-3.4549,9.959,11.7786,-2.5675,0.4413,0.0343,-1.0801,0.0384,-1.7085,-0.0316],[-1.269,-1.6602,9.7019,19.5875,-2.1795,-1.4129,-0.5341,-1.2532,0.122,-2.0519,-0.1542],[-1.3784,-0.6344,7.8685,18.9254,-3.1825,-1.089,1.7385,-1.3839,0.2493,-2.1037,0.0442],[0.4656,1.1351,6.5874,15.8726,-3.8905,-1.4551,1.0069,-1.3839,0.3005,-2.0843,0.3857],[-0.0068,-0.783,8.8543,21.0426,-3.1054,-1.8553,-2.3984,-1.617,-0.2024,-2.0659,-0.3747],[-0.2152,-2.119,6.0049,16.5364,-3.1882,-0.3637,0.2775,-1.5528,-0.204,-2.4944,0.1308],[-0.7115,-1.5295,5.9497,15.9052,-1.8169,0.2092,1.0084,-0.9126,0.1617,-2.1497,0.2391],[-1.392,-1.198,5.7867,16.517,-0.7429,-0.6547,1.4616,-0.7498,0.0605,-1.5854,0.1363],[-0.6935,-3.359,6.2225,18.4762,-2.1953,0.0671,-0.3792,-1.3222,-0.037,-2.5085,0.4341],[-0.5198,-1.6275,6.0961,15.6535,-2.4296,0.1291,1.06,-0.672,-0.0071,-2.0222,-0.0867],[0.242,-1.2443,8.4898,10.1923,-1.3706,-0.0299,0.8734,-0.4501,0.028,-1.5402,-0.0065],[-0.5918,-0.8819,6.2426,10.9772,-1.7558,2.6592,3.6454,-1.0322,-0.4286,-1.6509,-0.163],[-0.2116,-1.3097,5.9726,14.1142,-1.6875,0.6138,0.4237,-0.5798,-0.0058,-1.8889,-0.3216],[-0.345,-1.4711,5.6049,16.7619,-2.1761,1.0476,-0.3229,-0.8718,-0.1122,-2.3264,-0.0744],[0.3141,-2.6439,6.6541,19.3959,-2.5798,-0.4818,1.0262,-1.4112,-0.0759,-2.5126,0.4427],[0.782,-0.613,5.3541,17.1843,-4.192,0.0574,1.0661,-1.084,0.0893,-2.3385,0.2019],[-0.0183,-1.941,5.7937,16.6989,-2.6587,-0.5591,0.5184,-0.9703,0.2001,-2.4857,0.1304],[0.5721,-2.1017,3.0507,14.1185,-2.4286,1.8055,2.0128,-0.6112,-0.0605,-2.0328,0.332],[-1.4426,-1.8479,3.4021,14.2789,-3.3459,-0.6673,-1.2456,-0.945,-0.0916,-1.3585,-0.3218],[-1.469,-2.1814,3.986,13.6075,-2.485,-0.5621,-0.0212,-0.7119,-0.1397,-0.7791,-0.4133],[-3.1035,-1.1627,6.5384,17.1388,-2.8933,-1.2761,-0.538,-1.2045,-0.4959,-1.427,-0.5349],[-2.1088,-1.9172,6.7545,17.7955,-2.7958,0.2221,-1.5196,-1.3884,-0.3056,-2.424,-0.1786],[-1.2798,-1.2317,7.7365,18.065,-3.0823,-1.7116,-2.8545,-1.5341,-0.0005,-1.728,-0.1398],[-1.1564,-1.0506,7.1414,17.3171,-2.1765,-1.4371,-1.4415,-1.162,-0.2225,-1.5561,-0.1122],[-1.2052,-1.101,5.0703,16.1386,-2.0134,-1.0215,-2.2042,-1.2345,-0.4813,-2.1378,-0.1776],[2.4963,-3.5123,4.0168,14.1567,-2.9631,-0.5839,0.523,-1.705,0.091,-1.8237,0.137],[3.1823,-3.9948,6.0465,10.1689,-3.3544,0.0284,-0.1836,-1.1966,0.0414,-1.9868,-0.0299],[-0.7403,-1.7416,5.0624,16.5269,-1.8357,0.1041,2.2099,-1.4273,0.0995,-2.0507,-0.0453],[-0.0437,-1.6238,7.0568,18.5835,-2.7697,1.1283,0.6395,-1.5345,-0.0902,-2.4549,0.1242],[-1.36,-1.9619,6.721,18.6849,-0.8769,0.9083,0.4896,-0.9876,-0.1037,-1.5133,0.0992],[-1.4887,-1.5791,8.8181,18.0673,-2.2854,-1.9931,2.2147,-0.706,-0.3433,-1.4082,0.6628],[-3.2875,-1.8426,8.533,18.2241,-2.2779,-0.2274,0.3773,-1.1744,-0.1483,-1.3085,0.4914],[-1.7807,-1.8722,7.8094,18.5559,-1.7366,-1.0366,0.3366,-1.2769,-0.1237,-1.1404,0.4406],[-2.0486,-2.4154,6.5378,19.6983,-2.1714,-0.0803,-0.8002,-1.9595,-0.1718,-2.4764,0.3218],[0.0101,-1.982,6.56,18.5061,-4.2292,-1.2945,1.0904,-1.6552,-0.0225,-2.2142,0.039],[0.6911,-3.6968,10.166,15.3528,-4.5545,0.1727,-0.6584,-0.8244,-0.0534,-1.6596,0.075],[-1.2647,-2.5725,7.2021,16.1339,-2.1559,-2.1835,-0.9183,-0.945,0.1575,-2.0422,0.1805],[1.6489,-1.768,4.7063,12.5469,-1.4796,-0.8505,2.083,-0.5028,0.2445,-1.4841,-0.1669],[1.7848,-1.0414,4.3251,13.1083,-1.5956,0.1019,3.0317,-0.5673,0.0131,-1.6707,-0.016],[1.7668,-0.7026,4.878,9.7266,-1.1202,-0.0174,2.0933,-0.387,0.014,-1.6257,0.0325],[0.7172,-1.0513,2.6202,11.6586,-0.5717,0.6502,1.8042,-0.3791,-0.0158,-1.2199,0.2282],[0.5258,-1.8728,6.2916,13.464,-0.4976,1.79,-2.1508,-1.057,-0.1849,-1.4347,0.298],[0.1434,-2.4166,4.1627,16.4371,-3.3375,1.4762,1.2226,-1.3532,-0.5049,-2.289,0.2457],[3.0428,-2.4471,2.6406,13.7692,-2.9237,-0.3436,1.8153,-1.3618,-0.138,-2.3165,-0.0262],[1.8055,-1.3263,3.954,14.9708,-2.6099,-1.1564,-0.1545,-1.7854,0.005,-2.0045,-0.3218],[-0.0906,-0.7065,3.8252,15.1951,-1.7543,-1.9986,-0.9134,-0.9889,0.0004,-1.3841,-0.2268],[-1.4483,-1.0696,3.073,13.6635,-2.3566,-1.7587,2.4046,-0.6834,0.1093,-1.6887,-0.1787],[-0.2586,-0.6245,2.3847,11.3464,-2.3562,-1.6069,1.5431,-0.6875,0.3516,-1.898,0.0012],[0.5906,-0.2566,4.0156,11.8028,-1.0817,-0.137,0.9501,-0.7229,0.1112,-1.8117,-0.2308],[-0.3284,-1.8552,7.4683,16.808,-1.0993,0.2578,0.6363,-0.7981,0.1582,-1.6772,-0.1116],[-1.5449,-2.6084,3.4634,14.7855,-1.2495,1.1495,0.4401,-1.5025,-0.3028,-2.4655,-0.1307],[0.5847,-1.7276,8.2106,11.7089,-1.5844,-0.0286,1.2602,-1.1849,-0.0421,-1.7917,-0.1561],[-0.4155,-2.2491,5.4425,14.7211,-1.7647,0.6245,2.5534,-1.3538,0.0578,-1.9626,-0.2433],[0.0018,-0.8574,4.3716,12.0057,-1.6059,0.6108,1.2888,-1.062,0.095,-1.9666,-0.1799],[-1.1809,-1.0408,6.1472,11.3475,-0.929,1.8873,3.9511,-0.7325,-0.4094,-1.5379,-0.2655],[-1.7913,-1.932,4.7295,12.5752,-0.3905,0.812,3.8422,-1.004,-0.1832,-2.0302,0.0747],[-1.1852,-1.7786,3.754,15.7829,-2.0251,-0.1418,1.0011,-1.357,-0.477,-2.6086,-0.1754],[1.9411,-1.3192,3.5176,14.9981,-3.6538,-0.6505,-1.4187,-1.62,0.1515,-2.0195,-0.3766],[0.2124,-0.5742,5.633,16.3682,-1.7267,-0.186,2.4268,-0.9536,0.1021,-1.6576,-0.5959],[1.6352,0.4383,3.4986,10.5642,-3.2027,0.6511,1.3546,-0.9412,-0.2543,-2.0934,0.0709],[0.5,-1.6784,5.1978,16.4582,-3.0567,-0.9741,0.561,-1.1649,0.2805,-2.2124,0.0758],[1.2291,0.8572,4.2019,15.4613,-1.5774,-1.6392,0.6875,-1.4019,0.2916,-2.1044,0.2152],[1.1392,1.7019,4.0492,14.0663,-1.3797,-1.3503,0.2148,-1.1738,0.143,-1.5499,0.1036],[-0.7247,0.5061,3.2767,14.7707,-1.6528,-1.7115,-0.021,-1.1036,-0.0501,-2.3964,0.1969],[1.4741,0.0633,1.597,11.1976,-3.6594,-1.3173,0.1376,-1.1484,0.015,-2.2477,-0.0744],[0.6057,-0.5925,5.935,18.1217,-3.1488,-2.1517,-1.1211,-1.4017,-0.0576,-2.0144,-0.4023],[0.4038,0.0649,5.5473,16.1577,-2.2532,-1.8794,0.2871,-1.2266,-0.1598,-1.365,-0.3355],[-0.8058,-1.0605,4.3343,15.7042,-2.3051,-2.137,-1.0263,-1.6216,-0.1531,-2.186,0.047],[3.4253,-1.8353,2.4284,13.3269,-2.1466,-0.1342,0.8732,-1.5188,-0.2641,-1.9326,-0.1276],[1.549,-0.6306,4.0828,14.1002,-1.3211,-0.4095,0.6744,-0.8408,-0.087,-1.5178,-0.457],[0.7623,1.9527,4.9099,14.8537,-2.1863,-1.555,-0.7381,-1.279,-0.3748,-2.0988,0.0533],[1.1456,2.2632,4.4651,14.6473,-1.8405,-0.3542,0.3618,-1.5766,-0.2511,-2.299,-0.0998],[0.0712,-1.4067,7.1062,17.8133,-2.179,-1.2868,0.5918,-1.4308,-0.3109,-2.2475,0.1575],[-1.6479,-1.7819,8.6534,18.3686,-2.3821,-1.4763,-0.0043,-1.3089,-0.1197,-2.5971,-0.1972],[-0.6404,-0.3646,6.894,16.5453,-3.4692,-0.996,-0.2573,-1.7117,-0.0555,-1.9907,-0.3769],[-2.2349,0.1155,6.7666,17.4848,-3.0078,-1.7666,0.5479,-1.5414,-0.5439,-2.0865,-0.2489],[-0.3081,0.8115,5.8579,15.2062,-3.0132,0.0416,-0.1531,-1.8908,-0.1108,-2.0296,-0.0172],[-2.9266,0.671,8.6711,19.1876,-1.25,-1.4897,0.6886,-1.2085,-0.2649,-2.5453,-0.2184],[-1.3563,2.2549,7.7411,16.1008,-1.3067,-0.5901,0.2149,-1.4765,-0.0396,-2.0475,-0.2039],[-0.7494,2.4948,7.3694,15.7522,-1.728,-1.0836,-0.1402,-1.5357,-0.0725,-2.0124,-0.3895],[-2.3027,-0.4464,7.0491,18.9595,-2.2634,-1.0286,0.0891,-1.5485,-0.6366,-2.8187,-0.218],[2.2049,-2.2157,3.7043,15.2144,-2.0686,0.1311,1.4303,-1.6356,-0.305,-2.1171,0.0627],[-0.9024,-1.5573,9.1192,15.7159,-4.1541,0.0746,0.1654,-0.9541,0.0941,-1.854,0.0365],[-2.2588,-3.2179,6.6212,16.056,-1.8899,-0.6216,0.2561,-0.6506,0.0647,-1.9644,-0.1137],[-0.8658,-2.0716,4.8293,11.738,-1.9891,-0.5427,2.8537,-0.4872,0.0556,-0.7675,-0.0562],[0.0587,-1.2127,3.4027,10.9113,-2.1461,1.4306,2.6544,-0.4679,-0.093,-1.0364,0.2498],[0.6881,-1.1845,4.916,8.4329,-1.5769,1.4413,1.4776,-0.2033,-0.0269,-1.0099,0.2548],[-0.8609,-2.1691,5.2209,10.8525,-1.1521,0.9243,0.6359,-0.3625,-0.0892,-1.794,0.8738],[-0.3158,-2.0125,4.1626,11.601,-1.049,1.2407,2.0663,-0.342,0.1973,-0.649,0.444],[-0.8901,-2.5114,8.1173,16.5764,-1.2508,1.8578,1.2452,-1.1756,0.0217,-1.2258,0.0726],[-0.309,-3.4319,4.0551,14.3154,-3.3542,2.1947,1.9728,-0.9442,-0.3617,-2.0571,-0.0659],[3.0266,-2.4321,2.0894,12.6947,-2.8811,0.5451,0.9205,-1.1779,-0.1495,-2.0414,-0.1648],[0.4887,-1.7986,5.0017,14.6348,-1.2788,-0.6964,1.1414,-0.8577,0.036,-1.53,-0.3819],[0.0119,-2.0968,7.8088,17.8476,-2.1169,0.1504,1.2469,-0.6595,0.1414,-1.4842,-0.3562],[2.2052,-0.0679,2.5992,9.833,-3.1788,0.6646,1.1509,-0.7541,-0.34,-1.9876,-0.1382],[1.1016,0.1651,3.8281,11.9054,-1.2393,1.1056,-0.6577,-0.8744,-0.1832,-1.7577,-0.2851],[-0.4714,-1.8004,6.6652,19.3945,-3.018,-0.2723,0.7849,-1.8003,-0.512,-2.8872,-0.2859],[-0.0492,-1.5365,4.52,17.2651,-3.8691,-1.0229,-1.1707,-1.4004,-0.1559,-1.8307,-0.6154],[-0.4767,-1.2585,4.8296,15.6478,-2.9607,-0.335,-0.1989,-1.2279,-0.3414,-1.396,-0.6447],[-2.8096,-0.1574,5.4895,16.5171,-2.3282,-0.8292,0.1241,-1.3089,-0.5977,-1.7304,-0.5233],[-1.2433,-1.0003,5.0571,16.5482,-2.7683,-0.4489,-0.1048,-1.3441,-0.462,-2.5703,-0.3614],[-0.8026,-1.6305,6.8242,18.3737,-3.6845,-1.5133,-1.2658,-1.2038,-0.0123,-1.9075,-0.3423],[-0.6853,-0.6785,7.1709,17.5734,-2.5292,-1.3633,-0.6205,-1.0488,-0.1716,-1.7182,-0.2544],[-0.351,-0.3681,5.3807,17.0051,-2.8126,-1.8578,-0.8414,-1.2281,-0.5577,-2.1813,-0.3093],[3.1836,-3.2438,3.741,14.7876,-2.1756,0.3943,1.1132,-1.5151,0.0913,-1.983,-0.1897],[0.7275,-0.0993,4.8925,16.4257,-1.5422,0.1241,2.2439,-0.6853,0.1223,-1.6626,-0.4832],[0.6786,-1.8842,6.9856,18.4543,-3.0301,-0.5616,0.2052,-1.091,0.1172,-2.0222,-0.335],[-0.5939,-2.2103,6.2072,17.1445,-2.8222,-0.5913,0.7281,-0.9755,-0.0967,-1.2948,-0.5389],[-2.1643,-1.3945,7.1844,17.6211,-3.0607,-0.3781,1.2912,-0.8998,-0.3323,-1.3923,-0.5093],[-1.9242,-1.742,5.2522,13.9407,-2.1972,0.6741,3.053,-0.701,-0.374,-1.6288,-0.2054],[0.1973,-1.3208,4.0174,10.1351,-2.6622,0.6562,2.582,-0.6602,-0.1615,-1.4834,0.0014],[0.7859,-2.1716,5.567,11.745,-1.9623,-0.885,2.1189,-0.2981,0.1062,-1.2289,0.2046],[-0.636,-2.2185,4.3823,12.6676,-1.6771,-0.903,2.3445,-1.0455,0.0573,-1.7223,-0.1869],[-1.1336,-2.0562,5.5132,14.5951,-1.3442,-0.4135,2.0909,-0.9468,-0.1065,-2.2012,-0.2136],[2.0747,-3.0141,4.1216,15.2879,-1.2708,-0.0233,0.7859,-1.7261,-0.0651,-1.9306,0.0323],[-0.0127,-1.9917,8.9513,14.3216,-3.7462,-0.8793,0.4448,-1.0692,0.0161,-1.6774,0.0416],[-2.1905,-2.8867,6.8695,16.6048,-1.42,-1.4616,0.3082,-0.7792,0.0887,-1.8998,-0.1906],[-0.8693,-1.5545,6.3633,13.938,-1.6578,-1.2481,1.6849,-0.6483,0.2814,-1.0328,0.0724],[0.2614,-0.8497,5.0315,13.7317,-2.0258,0.7541,2.4286,-0.5473,0.0416,-1.2021,0.2663],[1.3746,-0.9466,6.2453,10.7028,-1.7901,0.7523,1.0346,-0.2508,0.0366,-1.2677,0.2673],[0.7488,-1.0632,3.4073,11.4994,-0.1935,1.6447,1.1905,-0.6285,-0.088,-1.1946,0.4875],[0.9221,-2.4956,4.747,15.3739,-2.3555,1.8291,0.645,-1.2781,-0.0624,-2.2375,0.3347],[3.3519,-3.1636,4.1014,15.2331,-1.9136,0.0541,1.2839,-0.9355,0.1689,-1.6878,-0.0356],[0.4999,-1.733,6.933,15.7522,-0.2965,-0.6295,1.5093,-0.2681,0.1188,-1.6612,-0.2468],[-0.9294,-2.5707,7.8145,16.1007,-1.3165,-0.1089,0.9273,-0.1624,0.0373,-1.7164,0.0535],[0.5537,-0.3184,3.6987,12.4503,-3.2598,0.7415,1.0218,-0.4179,-0.1418,-2.1922,0.3347],[0.1213,-2.2704,3.7352,15.7887,-3.1154,0.8228,0.2981,-1.2161,0.0475,-2.0685,0.1484],[-0.0468,-1.6613,3.1653,12.9741,-2.5325,0.1613,0.9239,-0.6944,-0.0501,-1.453,-0.0289]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"A microwave oven heats food through a process called **microwave radiation**, which works by exciting the water molecules in the food.\n\nHere is the step-by-step mechanism:\n\n1.  **Energy Absorption**: When a microwave oven emits electromagnetic waves (specifically microwaves), these waves travel through the air and hit the food. The food is made primarily of water, fat, and carbohydrates.\n2.  **Molecular Vibrations**: The electromagnetic waves are absorbed by the water molecules in the food. This causes the water molecules to vibrate rapidly.\n3.  **Heat Generation**: This rapid vibration increases the kinetic","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"A microwave oven heats food through a process called **microwave radiation**, which works by exciting the water molecules in the food.\n\nHere is the step-by-step mechanism:\n\n1.  **Energy Absorption**: When a microwave oven emits electromagnetic waves (specifically microwaves), these waves travel through the air and hit the food. The food is made primarily of water, fat, and carbohydrates.\n2.  **Molecular Vibrations**: The electromagnetic waves are absorbed by the water molecules in the food. This causes the water molecules to vibrate rapidly.\n3.  **Heat Generation**: This rapid vibration is what creates","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":false}}},{"id":"prose2-11","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Describe how to make a cup of tea.","tools":[],"prompt_tokens":32,"decision":{"rms":0.3668757674256646,"sumsq":137.82715261355042,"hb":[0.02801,0.05243,-0.65736,-0.02248,-0.22648,0.07859,-0.11963],"lse":23.0786480250451,"logits":[12.619,13.813,13.388,17.022,11.946,11.604,8.719,10.134,10.595,9.095,10.059,7.937,16.463,13.528,12.323,12.317,13.075,10.599,11.084,12.727,15.582,11.152,15.349,9.327,11.264,11.704,10.914,14.157,11.273,8.661,12.551,10.312,8.338,10.265,5.957,4.089,8.973,6.143,4.958,8.218,6.971,2.778,4.458,10.089,6.274,4.091,7.69,7.131,3.705,15.889,0.751,4.095,0.308,0.675,3.15,5.527,2.983,6.043,9.852,2.262,2.666,13.842,3.452,4.244,4.073,3.393,-0.053,11.805,-2.838,14.536,3.568,3.417,11.389,-4.922,11.992,-1.943,9.339,3.892,5.529,11.996,11.007,2.218,4.255,10.845,11.245,6.274,1.891,5.068,9.249,4.47,2.835,11.954,22.455,6.558,5.393,12.35,10.981,-2.478,1.879,0.959,10.85,9.391,-3.784,3.537,-0.4,11.69,11.018,0.624,4.92,11.299,3.509,4.209,9.82,1.036,10.797,11.471,13.925,9.677,12.203,2.594,12.409,10.193,14.176,13.305,14.999,3.984,3.186,10.254,8.06,9.156,-0.322,11.043,-2.195,7.262,8.588,5.566,4.538,13.51,-1.307,11.257,6.554,15.609,10.355,4.291,-2.349,6.943,13.61,-1.398,12.462,0.862,-6.543,7.0,4.423,9.003,7.79,5.294,6.797,2.572,7.363,11.64,10.913,-2.437,14.413,-0.564,11.686,-3.35,6.536,2.77,-6.433,5.564,11.162,10.35,16.865,11.676,0.446,1.169,3.977,9.775,12.242,6.677,8.716,4.615,0.837,-1.843,12.399,7.68,6.503,6.884,-2.722,15.789,11.699,-0.67,13.257,2.641,3.53,7.364,15.094,11.873,4.403,2.133,12.76,7.52,11.855,7.07,10.986,10.512,7.976,0.515,5.407,15.982,7.291,11.258,13.786,0.792,5.309,4.844,-2.033,-3.825,0.912,6.369,4.989,6.651,6.674,-0.792,1.928,10.617,2.81,1.498,1.241,6.245,1.537,-3.229,-2.207,6.826,14.337,9.081,1.847,10.277,11.206,8.536,3.588,-2.925,4.096,3.607,-3.434,7.95,-1.258,-1.81,4.898,8.265,-2.069,4.649,11.335,14.587,5.349,-4.924,5.677,5.659,8.154,15.1,3.307,17.604,2.541,-5.094,-0.665,6.049,0.246,16.166,1.22,21.529,-2.403,0.077,-5.05,-0.449,-0.228,7.534,8.203,0.816,11.84,-2.585,4.896,9.663,1.212,2.394,9.451,7.247,1.288,2.157,12.63,8.721,0.047,5.692,12.201,1.27,6.517,8.218,3.211,7.497,13.55,7.964,14.574,7.122,-1.575,11.131,9.314,5.785,6.101,8.34,-6.088,10.632,10.113,3.333,13.247,4.216,-3.886,-1.09,10.307,1.589,-2.918,-3.737,5.615,9.208,8.267,12.289,3.873,11.556,-0.965,-3.645,8.934,13.995,13.745,-1.112,2.808,11.796,8.832,5.561,11.599,-0.025,2.455,9.537,-3.8,3.05,5.479,7.647,3.723,6.464,9.364,0.107,4.434,-2.729,4.144,-2.477,-2.8,-2.619,-1.53,13.702,6.24,15.519,8.079,8.044,-1.919,6.473,-3.863,-0.368,5.759,2.581,5.79,-0.002,0.066,-2.267,12.505,5.078,-3.374,6.341,13.723,-3.607,8.702,9.903,7.581,10.306,2.093,-3.479,14.126,-2.357,7.851,7.519,-1.631,-3.44,-0.939,6.864,13.36,7.142,4.787,11.969,-1.781,10.499,7.309,1.732,0.759,-3.864,3.782,0.893,6.295,5.531,9.294,-3.264,8.029,9.014,-3.31,-1.694,12.736,5.703,3.653,-3.77,11.929,10.28,-4.893,7.14,7.878,9.032,4.445,8.634,-3.027,2.46,0.39,12.818,-2.561,-1.479,9.898,-6.396,12.928,9.004,-4.088,7.29,-2.454,0.528,5.827,4.914,8.861,7.752,7.194,1.745,5.582,6.548,-3.705,1.152,8.151,2.981,14.475,-2.387,12.389,-7.167,18.9,-4.604,-3.314,-2.697,9.05,5.824,10.172,0.755,0.658,10.168,0.036,8.88,3.857,5.004,-1.02,-2.189,11.329,7.035,7.265,13.486,7.139,-2.581,-2.356,-4.693,-2.534,9.305,12.352,-4.147,4.708,2.64,11.496,-0.17,11.781,10.913,-3.993,2.948,12.52,12.161,7.254,-1.817,6.388,-5.133,5.109,8.582,11.274,-4.085,8.819,-1.566,7.027,4.023,6.042,10.02,-0.531,6.197,1.146,5.659,11.505,12.22,1.364,8.237,-0.887,0.092,8.868,-0.591,2.156,10.608,-1.475,9.748,8.555,-4.41,-2.19,-0.92,4.011,7.968,-1.961,-4.557,9.561,7.233,3.055,6.605,1.333,-2.136,-1.51,-1.889,2.575,-3.756,7.319,1.779,11.266,-5.683,-3.175,7.067,2.211,3.642,13.41,7.126,5.744,2.359,1.813,6.129,-0.375,2.039,2.089,10.278,-2.807,14.811,-2.485,8.816,6.079,-1.584,-5.53,1.133,8.813,6.588,0.731,-0.877,21.495,1.038,-0.318,1.406,-1.853,11.493,0.504,0.695,-1.283,7.21,-1.028,-7.366,-1.985,9.193,0.398,-4.123,7.573,-3.223,6.906,-2.709,3.786,-2.173,7.386,6.897,-3.309,-0.349,-1.475,-6.924,-3.007,-2.86,-0.041,11.2,-1.328,10.127,11.138,5.585,8.458,11.47,2.411,-0.126,-0.925,-1.248,6.683,4.046,5.483,13.694,-0.161,1.185,-5.114,3.211,10.336,8.466,13.302,-1.028,6.071,-1.352,6.535,13.333,6.346,5.691,0.918,-0.972,1.889,-1.681,0.354,6.896,8.586,9.38,7.288,0.091,-5.743,-0.047,6.98,-0.942,14.203,10.504,3.96,8.833,9.407,-0.402,-2.242,5.46,-3.748,2.074,11.011,11.963,-1.048,-4.468,7.778,6.955,-0.815,4.73,9.705,10.695,7.734,10.357,-0.192,-0.734,7.922,-0.083,6.298,13.704,-3.824,-1.711,1.01,8.269,-3.677,7.742,8.89,-1.922,1.641,-5.033,-0.702,1.483,2.415,10.171,-1.264,-2.16,-5.378,9.712,7.089,10.427,3.403,8.223,11.555,8.285,0.944,5.491,0.452,2.871,6.623,-2.462,10.75,-0.366,1.736,-5.778,9.252,-4.231,6.541,-4.603,-1.731,3.359,8.572,-1.335,10.27,8.956,1.779,-0.247,3.442,-1.777,-3.406,2.024,-3.048,1.945,-1.368,-1.29,-2.908,8.085,-5.697,10.306,7.608,5.345,7.427,-3.008,1.162,2.901,-1.078,8.09,10.606,-1.732,2.957,1.258,-2.82,3.039,13.392,-4.657,8.143,-4.726,-1.163,1.514,7.991,-1.549,-1.289,13.001,-5.115,0.915,3.866,-6.78,-3.192,-1.39,0.198,0.577,-4.609,-2.385,-2.38,9.367,2.889,1.768,-3.024,0.738,-2.25,0.569,0.097,-8.477,0.9,9.289,-3.887,-1.411,8.927,7.681,-2.541,12.965,14.376,-3.59,-0.141,8.165,2.596,-5.023,17.589,-3.944,9.419,-2.136,4.909,-3.94,-2.806,5.155,1.555,-1.275,-3.902,1.774,1.163,4.844,-1.211,0.626,-1.823,-0.208,-2.786,2.479,-0.49,-7.179,-5.003,-1.37,-1.425,-4.525,-1.529,3.189,-0.942,-2.013,0.016,0.572,-2.224,-3.515,-2.602,1.403,1.348,-1.341,2.095,-2.443,-3.357,-0.413,0.01,-5.789,-3.514,0.909,-1.676,4.674,-1.471,0.226,-3.35,-0.496,1.3,3.373,-0.12,1.407,-2.097,-4.102,-0.735,-0.35,-0.99,-0.894,-5.598,1.171,-1.92,-3.066,1.437,-3.303,-4.652,-2.452,-0.263,-0.415,0.291,-1.624,-7.111,-2.513,2.983,-1.66,-1.867,-1.451,-0.105,-2.237,-4.901,-3.054,-1.42,-3.13,-0.318,-4.684,-2.063,-0.444,-5.891,-2.062,1.342,-3.057,-1.473,-1.828,-4.004,-4.72,-3.673,-1.319,-2.639,-3.136,-3.24,-4.163,1.555,2.96,-2.767,0.496,-0.866,1.994,-4.323,-2.388,-4.275,-0.026,-3.873,-2.805,-2.159,1.911,-5.728,1.228,-0.333,1.767,-1.268,1.923,-0.311,1.555,1.235,-3.772,-1.065,-4.19,0.917,-4.3,1.938,-0.107,-4.835,-3.572,-1.324,1.447,-4.644,-1.149,-1.68,-1.107,0.206,1.672,-2.418,-1.086,-0.543,-4.449,-2.152,-2.639,2.216,-4.304,-2.418,-1.2,-0.874,-2.605,-2.592,-0.32,0.776,-2.16,0.008,-3.121,-3.484,-1.88,-0.552,-2.275,-0.707,-5.431,-6.136,-3.626,-4.391,-2.977,-1.042,-5.03,1.114,-2.086,2.965,-3.771,-1.994,-7.435,-2.1,-8.166,-2.65,-1.478,-1.567,0.312,-3.939,0.955,0.526,2.013,-4.011,-2.058,1.469,-2.616,-2.939,-1.633,-3.012,2.872,-4.605,-3.963,0.269,-5.979,0.443,-4.245,-0.0,2.563,4.043,-1.539,-5.421,-2.847,-6.355,5.16,-3.419,1.751,-5.739,-5.182,-5.028,-4.808,-0.371,-5.212,-2.802,-2.818,-6.871,-2.307,-0.47,-0.152,-4.925,-3.077,1.672,1.882,-2.707,0.001,-3.665,2.281,0.594,1.092,-0.041,-1.537,-0.481,-1.121,-3.917,4.902,9.684,2.736,3.985,3.945,15.943,9.355],"base_top":[[1206,22.455],[8160,21.529],[40844,21.495],[24183,18.9],[7825,17.604],[93840,17.589],[16,17.022],[3733,16.865],[32,16.463],[8046,16.166]]},"positions":{"tokens":[1206,1236,264,10212,314,14799,11,1732,1439,7123,25,271,16,13,220,2972,48887,279,2919,92217,21301,264,5129,14799,10212,440,7478,11,8981,2919,13,198,17,13,220,2972,2143,14799,10583,92217,10454,264,2526,22241,314,14799,10583,318,20171,430,3565,14799,11,5983,14799,11,466,48692,14799,8,1083,279,2919,13,198,18,13,220,2972,20265,724,92217,17227,279,10212,440,264,25493,466,264,14799,3996,846,321,1042,424,2364,364,220,18,310,220,20,4276,13,1061,5954,279,14799,310,8385,1141,16666,321,52358,13,198,19,13,220,2972,58384,92217,10466,279,10212,494,279,8364,321,4517,678,48220,85060,14799,13,248046],"text":["To"," make"," a"," cup"," of"," tea",","," follow"," these"," steps",":","\n\n","1","."," "," **","Prepare"," the"," water","**:"," Fill"," a"," standard"," tea"," cup"," with"," fresh",","," cold"," water",".","\n","2","."," "," **","Add"," tea"," leaves","**:"," Place"," a"," small"," handful"," of"," tea"," leaves"," (","such"," as"," black"," tea",","," green"," tea",","," or"," herbal"," tea",")"," into"," the"," water",".","\n","3","."," "," **","Ste","ep","**:"," Cover"," the"," cup"," with"," a"," lid"," or"," a"," tea"," inf","user"," and"," let"," it"," sit"," for"," ","3"," to"," ","5"," minutes","."," This"," allows"," the"," tea"," to"," extract"," its"," flavor"," and"," aroma",".","\n","4","."," "," **","Serve","**:"," Remove"," the"," cup"," from"," the"," heat"," and"," enjoy"," your"," freshly"," brewed"," tea",".","<|im_end|>"],"proj":[[3.9806,-2.9215,8.1821,8.9264,-2.2534,-0.1307,1.2881,-1.0698,-0.4437,-1.0403,0.5054],[1.2075,-1.6179,8.392,17.3138,-0.2611,-0.0685,1.8948,-2.1117,-0.3642,-2.5151,0.5455],[0.3585,-2.1821,8.2218,18.5589,-1.2213,0.3912,1.86,-1.7923,-0.1043,-2.2598,0.0518],[-0.3517,-1.9181,7.8216,16.233,-0.3341,0.5465,2.275,-1.801,-0.2841,-1.8792,0.1174],[-1.62,-1.7506,8.4307,19.1392,-1.514,0.7494,1.1412,-2.0216,-0.3715,-2.5148,0.3055],[0.4383,-0.9438,8.2283,18.107,-0.9682,1.2735,1.4499,-2.0489,-0.3373,-1.9402,-0.1461],[-0.4801,-2.2904,5.9965,17.3641,-0.5623,-0.7302,0.5775,-2.3517,-0.4588,-2.443,0.5358],[1.8218,-3.361,5.306,16.5259,-1.9018,-1.6355,-0.6849,-1.9451,-0.5702,-2.4027,0.5601],[1.4564,-3.0236,5.2966,17.8567,-2.9198,-1.0087,0.146,-1.6307,-0.1126,-2.3259,0.0644],[-0.4069,-1.8524,7.7747,19.1716,-1.7938,-0.3577,0.9356,-1.2432,-0.4058,-1.7219,0.1315],[-1.4212,-2.9947,5.291,16.3726,-2.0905,-0.8687,0.594,-1.866,-0.6475,-2.6188,0.61],[0.2616,-1.9863,6.6197,15.899,-2.371,-0.9523,0.484,-1.6039,-0.652,-2.1328,0.1599],[1.5159,-3.6555,10.8957,14.368,-3.6985,-0.2281,-0.9505,-0.8552,-0.3055,-1.3603,0.0398],[-0.5422,-1.7245,6.1906,13.6351,-1.0802,-2.1269,-1.3551,-1.1619,-0.3118,-2.0776,0.1134],[1.9909,-2.3287,3.8504,9.3652,-0.1707,-0.1213,1.2156,-0.8518,-0.7918,-1.5202,0.1063],[2.8622,-2.2691,3.2112,9.2917,-1.032,0.3813,1.038,-1.0424,-0.8674,-1.6731,0.1539],[3.7092,-1.3391,5.0122,8.3657,-0.2891,0.0023,-0.1477,-0.8984,-0.6376,-1.6763,-0.0924],[1.7342,-0.1005,4.7887,14.6638,-0.3837,0.7218,0.1444,-1.9574,-0.4416,-2.0467,-0.2932],[1.6844,-0.1958,4.5523,13.9353,-0.7481,0.8033,0.8574,-1.8377,-0.5293,-1.7217,-0.1712],[-1.347,-2.1228,5.6445,15.7406,-2.5957,0.52,1.6721,-1.8289,-0.5207,-2.1876,-0.1203],[2.1584,-2.1708,1.683,7.4209,-0.6987,0.5562,3.6724,-1.3755,-0.8701,-1.6896,0.2881],[1.1247,-0.6774,3.858,12.2737,-1.0005,0.0136,1.1888,-1.5019,-0.1265,-2.1334,-0.6793],[0.4093,-0.0989,2.7707,9.1073,-0.1194,0.6939,1.7017,-1.248,-0.0617,-1.359,-0.4734],[-0.5319,0.9386,3.8471,9.7358,0.3375,1.2118,0.8841,-1.2806,-0.07,-1.5883,-0.1717],[-0.6696,0.7315,5.0653,12.0217,-3.2014,0.8798,0.4923,-1.4775,0.105,-1.7425,0.1071],[-0.5891,-2.1733,4.9465,13.4658,-1.9801,-0.9686,0.9147,-1.7171,-0.3587,-2.435,0.1108],[-0.0361,0.0537,4.929,11.0719,-1.8249,0.8363,2.4587,-1.5893,0.0515,-1.9586,-0.1374],[-1.818,-0.2301,6.6587,15.5101,-2.1237,0.4088,2.4648,-1.9981,-0.2058,-1.8206,0.2313],[-0.9206,0.4444,5.3017,12.0073,-1.901,0.9279,4.2106,-1.6646,0.0109,-1.8944,0.1821],[-1.6545,-0.8465,6.2006,13.9057,-1.8726,0.6215,2.2067,-1.7219,-0.1727,-2.0416,-0.076],[-0.627,-1.7519,5.689,15.6973,-2.6806,-0.2678,1.3308,-2.2225,-0.6946,-2.4332,-0.2214],[2.7616,-1.7006,2.8036,10.3538,-1.4533,0.6438,2.3756,-1.9474,-0.8023,-1.9561,0.0267],[-1.3362,-1.8869,9.8003,14.4768,-3.401,0.8121,0.9531,-0.8718,0.0382,-1.545,-0.0214],[-2.1317,-2.7332,7.8621,15.9539,-1.4421,-2.083,-0.2937,-0.9407,-0.1116,-2.0629,-0.0893],[-0.0977,-1.7187,8.0019,14.645,-1.3647,-0.5063,0.8805,-1.2437,-0.3704,-1.741,-0.3072],[2.2852,-1.8125,4.042,10.6061,-1.3249,0.954,1.7413,-1.1599,-0.7399,-1.8172,-0.1221],[3.7243,-1.6323,5.0085,7.6768,-0.7401,0.7582,0.6847,-1.0295,-0.728,-1.851,-0.0261],[1.4274,0.6095,5.4891,13.2858,-0.5271,1.5683,0.1471,-2.4231,-0.3597,-1.7244,-0.2134],[0.8871,-0.3169,5.0436,13.1487,-1.3385,0.6797,0.4317,-2.1533,-0.4388,-2.0056,0.111],[-1.2401,-2.8273,6.8072,16.5576,-2.9045,0.7855,2.2488,-1.8236,-0.8408,-2.508,0.0758],[2.166,-2.6847,1.2972,7.7977,-2.4471,0.4584,1.7399,-1.4684,-1.0617,-1.5935,0.4094],[0.9313,0.2228,5.2721,12.3083,-1.3768,0.9662,-0.3764,-1.7007,-0.5881,-1.8615,-0.3094],[-0.0526,-0.4462,5.2676,13.4986,-1.163,0.0066,-0.7156,-1.6062,-0.522,-1.4967,-0.078],[-1.0008,0.2006,5.1721,13.0321,-0.9045,0.1881,0.3193,-1.7598,-0.5341,-1.5553,0.0134],[-0.6582,0.2751,7.5035,15.5754,-1.7935,1.5405,1.0903,-2.0124,-0.6456,-2.1326,0.0622],[1.1393,0.8655,5.492,11.3403,-1.0443,2.3866,0.3416,-1.902,-0.4933,-1.6373,-0.2426],[0.1539,-0.7043,6.737,15.7689,-1.2764,0.4561,-0.7478,-1.6861,-0.5238,-1.8833,-0.0869],[-1.3183,-1.7662,5.5394,16.5248,-2.4444,-0.8728,0.5826,-1.9673,-0.7466,-2.4947,-0.0377],[1.6685,0.4643,9.5704,11.5442,-0.8748,1.0016,0.4621,-1.3301,-0.6047,-1.5725,-0.2867],[-0.1231,-0.2316,7.0159,15.358,-1.5862,2.1535,1.4588,-1.8456,-0.0698,-1.8735,-0.2624],[0.3049,-0.1845,5.4965,10.8534,-1.4095,2.4925,1.5458,-1.4421,-0.1609,-1.3995,-0.1791],[-0.796,-0.5863,5.6858,13.9633,-0.2563,0.058,0.7077,-1.66,-0.2463,-1.5028,-0.3468],[-0.7104,0.3305,5.2629,14.2784,-0.751,-0.1942,0.3018,-1.7269,-0.5588,-1.9779,-0.2938],[0.4515,1.2041,4.6758,10.5472,-1.1965,0.4459,1.1517,-1.5166,-0.3415,-1.6375,-0.371],[-1.9397,-1.1337,8.2769,17.0717,-1.0403,-0.5189,1.4843,-1.3657,-0.3173,-1.5398,-0.2206],[-0.9593,0.5041,6.672,16.415,-0.6408,-0.4165,1.5944,-1.6977,-0.1858,-2.1519,-0.1801],[0.1577,1.4111,5.8652,12.5406,-1.0814,0.5558,1.7217,-1.442,-0.2637,-1.7933,-0.4631],[1.0286,1.5166,5.5262,10.6844,-0.8423,1.1908,1.1503,-1.679,-0.3719,-1.6327,-0.5573],[-0.7083,0.0275,6.7926,14.1149,-0.243,0.081,1.7629,-1.3557,-0.591,-1.8503,-0.2567],[-0.6225,0.3485,6.4493,15.6177,-0.6018,-1.0324,0.6244,-1.6319,-0.6656,-2.1352,-0.4046],[-1.2798,-1.2826,5.2752,16.3423,-3.3018,-0.2575,0.8715,-1.8317,-0.812,-2.4341,0.1477],[0.3997,-1.4184,7.259,18.312,-3.1744,0.0162,-0.3884,-1.5131,-0.1255,-2.4078,-0.1654],[-0.4381,-0.8547,6.1781,15.8267,-2.5058,0.544,0.8292,-1.3136,-0.1902,-1.7532,-0.1108],[-1.0738,-0.9491,4.7157,15.6416,-3.645,-0.7249,0.6101,-1.8105,-0.6038,-2.5088,0.026],[2.8035,-1.6938,2.7542,9.2236,-2.1265,0.2301,1.588,-1.6953,-1.0617,-1.8487,0.2656],[-0.9367,-2.6631,9.4626,14.0849,-3.3344,-0.0598,1.2882,-1.024,-0.2308,-1.5521,0.022],[-1.9244,-3.0446,7.6656,15.2514,-1.2128,-1.1822,0.9331,-1.0872,-0.2802,-1.9775,-0.1216],[0.9402,-2.0507,5.7513,10.2363,-0.8882,-0.1987,2.527,-1.0993,-0.3751,-1.4894,-0.2701],[2.4735,-1.7455,4.2447,8.8606,-1.5605,1.2087,2.529,-0.9828,-0.6283,-1.6388,-0.0152],[3.6422,-1.7732,5.3911,6.2528,-1.0911,1.1746,1.4707,-0.8475,-0.6726,-1.6883,0.0325],[1.2104,0.1928,3.5236,8.0403,-0.4514,0.7529,0.5529,-1.0538,-0.1846,-1.5617,0.7195],[-0.0233,-2.2032,6.3341,16.3075,-1.5422,0.8549,2.2327,-2.0973,-0.5791,-2.6477,0.0865],[1.8322,-2.7267,1.6528,7.7908,-3.175,0.9539,1.3775,-1.3154,-0.6749,-1.7762,0.3351],[0.6721,-1.5332,6.3651,17.7168,-3.0291,0.3176,-1.2986,-1.8919,-0.0675,-2.2492,-0.3639],[0.5037,-0.8538,6.7322,17.7972,-2.403,0.2615,-0.3961,-1.5207,-0.1178,-1.6498,-0.3465],[0.714,-1.2586,4.0534,12.8296,-1.8321,0.4689,-0.7339,-1.9052,-0.3957,-2.5615,0.0435],[1.3011,-0.2015,5.2602,13.3026,-2.8832,2.1024,-2.0901,-1.5528,-0.0013,-1.5012,-0.2248],[0.3122,-1.0239,4.1399,10.9211,-2.3052,1.8883,-1.096,-0.9644,-0.203,-1.1412,-0.0965],[-0.1262,-0.2102,6.1217,16.2433,-2.0055,0.1021,-0.6029,-1.8912,-0.4535,-2.7436,-0.2165],[1.7731,0.4363,3.3239,11.2818,-2.0863,2.3551,-0.7087,-1.6162,0.0444,-1.8707,-0.2106],[0.5919,-0.4164,3.0075,9.4078,-1.389,2.2744,-1.088,-1.0771,0.0215,-1.1749,-0.1662],[-0.0472,-0.5474,3.8768,10.0577,-3.0188,2.5961,0.4169,-1.4366,0.1062,-1.7717,0.071],[0.839,0.0362,3.6066,8.3377,-1.6405,1.1077,-0.4581,-0.8673,0.0024,-1.6709,0.0279],[-1.0429,-0.7375,3.6453,13.9845,-2.6544,0.2207,0.1225,-1.9604,-0.397,-3.0238,-0.1446],[1.2617,-1.2348,4.3524,11.2488,-2.9974,0.4781,0.9436,-1.4481,-0.6831,-2.4375,0.2108],[1.4091,-2.0604,7.1536,16.1245,-3.8796,-0.7405,-0.2941,-1.9748,-0.3991,-2.2202,-0.2758],[1.7157,-1.0226,5.5267,11.3501,-2.4302,0.5514,0.9185,-1.762,-0.378,-2.0019,-0.0343],[-0.3894,-1.0308,4.8223,13.576,-2.2436,-0.114,-0.2749,-2.2861,-0.5722,-2.821,-0.0612],[0.6431,-1.0734,7.8424,16.3902,-1.7927,0.4699,0.5892,-1.5109,-0.1336,-2.5951,-0.3605],[1.7799,-1.6479,9.0821,13.0345,-1.4041,-0.4533,0.7118,-1.0759,-0.1012,-1.6883,-0.3102],[-1.033,-0.7888,8.1519,15.603,-0.6076,-0.7769,2.7621,-1.0659,-0.4395,-1.6013,-0.4663],[-0.821,-2.5757,9.6215,18.632,-2.0412,-1.1172,-0.4662,-1.5983,-0.1471,-1.7027,-0.516],[0.7732,-2.4675,9.8476,13.9532,-1.401,-0.6447,-0.9605,-1.0161,-0.1381,-0.9224,-0.5547],[-0.2707,-0.6328,8.6915,17.8,-0.9757,-0.4544,2.5925,-1.7335,-0.7834,-1.607,-0.5429],[-0.7239,-1.7554,6.0649,16.1359,-1.2746,-0.5543,1.5665,-2.3257,-0.7606,-2.8319,0.0387],[2.1449,-2.722,3.0117,10.2806,-0.7332,0.4054,1.5312,-1.8152,-0.8812,-1.8889,0.1451],[0.9097,-0.6843,4.1129,14.5882,-0.4357,-0.75,1.5217,-1.3252,-0.757,-2.4549,-0.1629],[0.8766,-1.1387,6.0698,15.7535,0.1172,-0.1935,1.4258,-2.0494,-0.4155,-2.4496,-0.2989],[1.0785,-0.7926,6.5757,14.7322,1.2084,0.1091,2.2263,-2.0277,-0.4704,-1.9034,-0.5545],[0.1903,-0.8499,5.8506,12.8717,0.2868,-0.1321,1.2224,-1.7824,-0.3439,-2.037,-0.1776],[2.8233,-0.4702,4.1457,9.2758,0.1815,0.8144,1.2509,-1.5568,-0.6572,-2.3276,0.1578],[0.6162,0.8022,5.8985,12.4088,0.8735,0.2183,1.4993,-1.9597,-0.2492,-2.3112,-0.422],[0.4573,0.4721,6.4464,13.264,0.5196,0.0715,2.1904,-1.7844,-0.3205,-1.4649,-0.4268],[-0.8193,-0.6158,4.7583,13.8087,0.0948,-0.1389,1.4897,-2.0614,-0.3149,-2.4602,-0.136],[1.7731,0.5856,3.9817,10.5525,-0.331,-0.2305,2.2041,-2.0767,-0.5911,-1.9218,-0.2964],[-0.3894,-0.9104,4.4459,15.8126,-0.2788,-0.3399,2.3815,-2.2776,-0.6331,-2.844,-0.0657],[1.7863,-1.662,3.6063,12.228,-1.1603,0.533,1.7646,-1.7185,-0.7409,-1.8158,0.1015],[-0.91,-2.6045,10.7906,15.137,-2.5954,0.1859,0.3475,-0.96,-0.3421,-1.6586,0.0295],[-2.6729,-2.4374,8.2637,15.7279,-0.9338,-1.0924,0.5026,-0.8364,-0.1813,-1.7686,-0.0998],[0.017,-1.5724,5.7046,11.0381,-0.0565,-0.2622,2.3745,-0.902,-0.4226,-1.458,-0.2864],[1.1175,-0.8423,3.5872,8.2896,0.1102,1.9422,1.719,-0.8946,-0.6121,-1.5907,-0.0158],[2.0896,-0.8901,4.7391,5.926,0.7709,1.7942,0.7695,-0.8225,-0.6755,-1.5117,0.008],[-0.5307,-1.1887,6.0203,15.3568,-2.4725,1.1617,-0.0181,-2.4732,-0.3384,-2.063,0.456],[2.0825,-1.3707,1.2574,6.5561,-1.4289,1.5801,0.7094,-1.402,-0.8162,-1.6862,0.3176],[-0.1809,-0.4693,7.5827,20.0105,-2.6274,-0.3203,-0.9289,-1.8329,-0.0616,-2.2004,-0.3243],[-0.2622,-0.5515,6.5544,17.9267,-2.1112,-0.3648,0.251,-1.4406,-0.177,-1.598,-0.501],[-0.6906,-1.8544,5.8467,15.7824,-2.0709,-1.7285,-1.403,-1.9987,-0.2542,-2.5532,-0.1742],[0.4016,-0.5032,7.188,18.8444,-2.4064,-0.0165,-1.3047,-1.9241,0.1778,-2.8121,-0.2572],[0.9916,-0.8287,7.102,16.9767,-2.1888,0.1469,0.4673,-1.4798,0.0979,-1.9936,-0.2295],[-0.1136,-1.2513,6.3345,16.4903,-1.5837,0.7499,-1.8096,-1.1267,-0.1301,-2.4905,-0.4163],[1.7157,-0.9522,3.5994,9.9917,-2.4037,1.296,0.3407,-1.9864,-0.5916,-2.0954,0.3793],[0.0095,-1.3521,6.2867,15.4776,-1.4133,0.9311,0.2353,-2.3163,-0.4778,-2.3021,0.0701],[-1.3982,-1.3425,7.5617,15.0433,-0.7368,1.1759,2.1977,-1.9778,-0.61,-1.5747,0.1159],[-1.3805,-1.846,6.2026,13.3996,-0.5378,0.4626,0.8079,-1.8347,-0.4685,-1.8295,0.618],[-1.9111,-0.4806,8.4046,17.0574,-1.8066,0.4823,2.004,-1.94,-0.3659,-1.6983,0.0853],[-2.1882,-2.0439,4.4598,12.3433,-1.7653,-0.3718,-0.6497,-2.6109,-0.194,-2.3104,0.4039],[1.3672,-1.9769,4.0801,10.9117,-1.7485,0.8183,0.7868,-1.9459,-0.6991,-1.6214,0.2771]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"To make a cup of tea, follow these steps:\n\n1.  **Prepare the water**: Fill a standard tea cup with fresh, cold water.\n2.  **Add tea leaves**: Place a small handful of tea leaves (such as black tea, green tea, or herbal tea) into the water.\n3.  **Steep**: Cover the cup with a lid or a tea infuser and let it sit for 3 to 5 minutes. This allows the tea to extract its flavor and aroma.\n4.  **Serve**: Remove the cup from the heat and enjoy your freshly brewed tea.","n_tokens":127,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":false,"first_token":1206,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"To make a cup of tea, follow these steps:\n\n1.  **Prepare the water**: Fill a standard tea cup with about 200–250 ml (8–10 oz) of water. You can use tap water, filtered water, or boiled water depending on your preference.\n2.  **Add tea leaves**: Place a small handful of tea leaves (such as black tea, green tea, or oolong) into the cup.\n3.  **Steep**: Cover the cup with a lid or a tea bag and let it sit for 3–5 minutes. This allows the","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":1206,"identical_to_original":false}}},{"id":"prose2-12","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Why is exercise good for health?","tools":[],"prompt_tokens":30,"decision":{"rms":0.37586347912799745,"sumsq":144.66289146081544,"hb":[-0.03928,0.03926,-0.1936,0.09546,-0.06621,0.2615,-0.10714],"lse":25.55690073518181,"logits":[15.04,15.328,11.47,16.979,11.921,11.604,9.352,9.523,11.14,10.405,9.207,8.066,15.514,12.402,12.961,14.295,16.451,14.143,14.623,14.665,15.313,14.361,13.455,13.142,11.915,13.405,14.91,14.081,10.431,13.564,13.481,11.023,8.981,8.87,6.871,7.918,7.525,8.748,7.347,5.661,9.488,5.238,4.72,10.853,8.042,7.514,1.888,7.731,5.082,20.52,3.621,1.772,2.095,3.527,3.89,5.088,3.058,8.071,13.496,4.189,2.702,17.604,4.249,3.08,2.732,5.214,0.64,15.117,-1.613,18.286,7.233,6.33,14.627,-0.394,20.609,3.035,11.58,6.731,8.01,8.065,13.885,4.93,13.508,14.758,13.914,6.949,3.135,3.941,11.567,7.291,3.437,9.122,17.598,5.306,3.638,15.069,13.685,-2.377,0.616,1.829,11.682,12.594,-0.525,3.967,2.462,15.069,13.907,6.451,4.412,12.993,3.816,6.839,12.42,3.861,12.362,13.257,14.401,4.005,13.911,4.942,15.992,11.965,15.708,14.762,18.216,4.217,3.499,12.039,10.258,11.906,1.429,6.948,3.734,4.767,8.628,5.772,7.624,17.541,3.813,9.839,11.868,17.24,13.703,8.49,1.548,8.171,14.327,2.477,14.185,3.913,-1.782,11.118,1.69,10.163,13.775,4.27,3.999,5.533,12.336,12.979,13.865,1.561,12.961,-0.467,15.251,1.726,4.487,4.699,-3.515,9.76,16.78,14.396,20.181,11.751,5.442,2.578,7.604,13.689,14.6,10.463,11.093,1.044,2.173,0.164,7.121,11.626,11.307,11.943,0.223,11.568,13.865,0.745,15.35,0.677,2.706,4.811,12.927,15.23,10.009,3.254,9.669,9.163,10.293,-0.424,13.684,9.976,6.039,4.465,3.426,15.257,3.856,12.123,12.508,-2.809,8.201,3.73,-5.089,-2.369,2.276,7.939,7.585,10.44,8.748,4.663,0.652,12.689,7.342,4.043,-0.404,8.863,4.287,-2.415,3.181,10.159,13.434,10.853,4.767,10.336,13.466,11.447,3.298,-1.926,7.363,-0.943,-1.069,10.913,0.922,-3.798,4.343,9.8,1.166,5.796,15.343,13.966,12.319,-1.163,6.467,8.413,11.983,18.617,7.365,10.68,1.501,-1.147,-0.231,5.529,2.702,13.079,6.623,17.96,1.069,-0.033,-2.206,5.46,-1.741,13.206,14.471,2.49,11.836,-0.386,7.056,11.178,3.876,6.218,10.485,7.765,-0.06,2.681,16.586,10.2,3.042,11.123,12.995,3.536,11.751,9.877,5.978,11.203,13.906,11.037,14.101,7.841,-0.576,16.508,7.991,9.188,3.94,12.097,-3.245,12.433,12.135,5.819,18.367,12.843,5.975,-3.871,14.63,1.229,-6.383,-1.815,3.683,14.472,5.519,11.294,2.596,8.609,-2.307,1.136,14.155,12.063,17.228,0.628,4.6,10.494,9.486,2.307,14.996,0.254,4.494,10.631,-0.478,6.198,4.705,6.496,2.704,4.964,12.913,2.437,9.307,2.209,5.978,-1.634,1.76,-3.616,-1.742,14.274,9.261,17.292,7.964,18.922,0.822,8.004,-0.482,-0.687,10.392,5.84,8.466,3.02,0.958,1.268,11.323,8.363,0.37,10.187,16.398,-1.484,14.561,13.94,8.313,13.927,2.643,-2.51,14.246,-1.224,12.313,9.614,0.378,-2.558,0.948,7.077,14.561,6.705,8.246,17.95,0.055,10.856,7.752,9.183,0.461,0.639,2.859,-1.198,9.037,12.432,15.832,0.172,9.409,10.616,-0.24,1.667,11.312,6.982,1.702,-0.706,11.345,15.511,-3.329,7.234,8.354,11.196,9.85,14.604,1.09,3.421,1.319,15.23,-0.363,1.569,15.009,-2.626,13.701,12.878,1.62,6.361,0.148,5.557,8.353,5.007,10.939,12.611,12.755,3.798,8.882,8.883,-3.704,2.852,12.552,4.794,15.086,0.372,14.519,-5.265,11.903,-3.607,2.964,0.323,13.1,11.183,9.012,-2.057,1.04,14.69,3.282,9.799,6.054,4.438,-1.892,-0.102,11.701,13.243,8.48,15.536,8.345,-3.276,-2.102,-0.585,0.068,19.249,10.635,-3.479,5.294,7.979,15.396,1.719,11.62,12.373,-5.91,1.17,17.77,12.802,9.297,5.126,12.06,1.622,7.102,11.272,13.505,-1.033,18.314,-2.429,9.737,0.587,9.769,10.926,1.962,11.186,1.035,12.91,13.448,13.826,5.394,10.598,-1.835,0.077,17.523,4.063,2.732,14.633,1.717,15.192,14.667,-2.086,4.939,-0.543,6.237,10.569,-2.42,-3.482,10.514,10.752,4.655,15.503,3.056,-1.049,1.272,5.969,3.067,3.708,9.413,4.992,15.722,-3.006,1.497,4.893,-0.144,3.827,13.583,9.096,3.387,2.246,-0.734,18.606,0.876,0.86,5.683,14.558,-1.833,12.977,0.485,12.356,9.319,1.866,-5.203,1.346,14.053,12.044,5.421,-0.916,14.558,0.416,3.115,7.41,0.009,15.128,3.306,4.877,0.493,10.606,2.199,1.373,-0.366,14.406,3.903,1.602,7.609,0.041,8.578,-1.205,1.948,0.076,7.575,6.637,-1.938,7.386,2.709,-2.501,0.495,-1.738,2.03,13.395,1.571,13.058,13.306,10.232,11.667,17.083,3.712,4.645,-0.648,-0.278,15.081,5.798,7.469,12.391,0.289,0.681,-1.409,6.345,10.739,7.006,13.259,0.197,5.964,3.37,8.862,17.014,25.516,11.895,-0.224,-1.281,3.897,0.675,-1.5,13.425,11.993,6.191,13.951,1.769,-0.792,1.817,9.92,-0.43,10.01,10.205,12.012,13.602,7.792,0.703,1.92,7.96,1.382,3.895,14.22,14.468,-4.693,0.878,8.895,10.93,-3.171,6.733,12.052,8.017,7.148,13.185,0.992,0.384,10.263,0.41,10.797,9.921,-8.446,0.085,1.329,17.912,-4.765,11.049,13.36,-0.592,0.018,-1.645,0.991,3.017,4.257,11.572,0.74,2.186,-3.854,8.602,4.091,13.045,10.41,14.08,14.647,12.61,3.452,7.379,0.842,1.816,14.485,2.203,9.574,-0.432,2.199,0.21,9.007,1.029,11.903,0.453,-5.803,17.413,12.245,-2.649,16.462,8.595,0.17,2.761,2.536,-0.72,-1.351,3.037,0.501,0.453,0.632,1.443,-0.936,14.495,0.344,13.036,9.072,-0.298,10.265,-2.461,-2.189,6.956,-0.175,10.337,11.291,-0.324,4.202,0.675,-1.637,4.798,12.569,-2.842,11.991,-0.263,-1.947,2.77,10.723,-1.471,0.152,7.719,-4.115,1.274,9.004,-0.78,-3.157,-1.059,-0.575,4.495,0.481,-1.474,-2.473,11.656,5.268,1.004,0.779,-0.821,-2.129,0.815,3.276,-0.347,8.042,6.402,-6.455,0.718,14.816,11.573,-1.967,13.686,14.037,0.503,0.067,13.531,13.484,0.12,10.875,-1.879,7.419,-1.108,10.62,-2.104,0.914,3.447,2.876,-0.727,-1.889,-0.091,-0.851,0.845,1.508,1.377,-1.768,2.0,2.219,3.064,2.097,1.536,-0.437,-1.579,1.055,-1.284,2.396,0.755,2.123,-0.603,-1.626,-0.69,-1.177,1.14,1.27,1.191,5.387,1.9,0.087,0.739,-1.676,-1.032,-0.601,-1.398,2.927,1.608,-3.317,2.944,-0.175,-1.425,0.509,3.212,0.834,1.101,1.645,2.985,1.004,2.463,0.907,2.416,2.402,0.405,-4.359,2.482,-2.372,0.198,3.481,0.08,-1.258,-0.496,1.302,-0.869,3.603,1.296,-1.337,1.413,6.874,-0.597,-3.679,1.978,-0.069,-1.423,-1.069,-3.037,-4.186,1.203,0.18,-2.577,0.016,-2.858,7.401,-0.139,0.813,-1.196,-0.34,-3.058,-3.645,1.018,-0.727,3.985,1.177,-1.356,-1.442,-1.508,0.629,1.35,4.054,1.456,-4.508,4.277,-3.81,-1.714,2.527,2.388,-3.622,-0.226,-5.556,0.663,-3.975,1.105,-1.236,1.889,-0.964,3.687,-0.289,-0.55,1.032,-2.258,-0.951,-1.588,-1.148,-2.852,-0.719,1.788,0.471,-1.516,1.749,3.365,-2.488,2.612,-2.237,-0.077,-1.838,2.841,-0.416,-0.083,2.628,-1.152,3.281,-1.576,3.364,-2.197,-3.529,0.243,3.876,-1.743,0.632,2.792,3.976,-0.491,-0.846,-3.05,-0.764,1.395,1.139,0.567,-3.726,-0.898,-3.787,-4.4,1.535,-1.01,-5.18,-4.122,-0.657,-1.115,0.318,-1.173,0.658,-3.489,-1.549,-2.204,-1.362,1.104,-0.079,3.83,0.068,-3.641,0.413,2.699,-1.447,0.277,1.214,-0.621,-0.518,-0.356,-1.502,0.843,2.191,0.412,-1.293,-2.861,3.253,-1.766,-1.135,-2.464,2.336,-1.754,0.593,0.541,-2.753,9.533,-0.508,1.702,-1.161,-1.055,0.331,0.559,-0.596,-4.315,-0.82,0.071,-1.108,-0.472,-1.786,1.108,-0.722,-2.271,2.45,-0.154,-0.948,-1.967,-0.19,1.537,0.138,0.878,1.319,-0.967,-1.116,0.514,-2.201,7.564,10.782,2.543,7.321,6.094,18.019,9.942],"base_top":[[50935,25.516],[814,20.609],[332,20.52],[3733,20.181],[26539,19.249],[14124,18.922],[7732,18.617],[37955,18.606],[10865,18.367],[29414,18.314]]},"positions":{"tokens":[50935,369,13177,14541,430,799,314,279,1379,7139,5337,310,7042,7830,2730,1521,424,29749,264,6150,22551,1965,421,7328,2107,279,2407,321,279,3838,13,5514,513,279,5839,7715,3069,424,369,22957,25,271,13962,220,16,13,56172,17429,6070,198,29414,6745,5524,92517,279,4593,15285,11,33793,6340,6195,11,321,69569,6340,7035,13,1061,24469,279,5048,314,4593,8197,11,12291,11,321,60112,11,864,513,3478,10814,314,39770,4397,13,271,13962,220,17,13,16030,9268,198,50935,8346,35078,36233,321,12339,36741,11,864,628,2895,310,4528,4557,466,4528,13017,13,1049,1048,8346,2444,2407,8400,7731,11,17191,279,5048,314,30897,13505],"text":["Exercise"," is"," widely"," recognized"," as"," one"," of"," the"," most"," effective"," ways"," to"," improve"," overall"," health"," because"," it"," triggers"," a"," complex"," biological"," response"," that"," benefits"," both"," the"," body"," and"," the"," mind","."," Here"," are"," the"," primary"," reasons"," why"," it"," is"," beneficial",":","\n\n","###"," ","1","."," Improved"," Heart"," Health","\n","Regular"," physical"," activity"," strengthens"," the"," heart"," muscle",","," improves"," blood"," flow",","," and"," lowers"," blood"," pressure","."," This"," reduces"," the"," risk"," of"," heart"," disease",","," stroke",","," and"," hypertension",","," which"," are"," major"," causes"," of"," premature"," death",".","\n\n","###"," ","2","."," Weight"," Management","\n","Exercise"," helps"," regulate"," appetite"," and"," increases"," metabolism",","," which"," can"," lead"," to"," weight"," loss"," or"," weight"," maintenance","."," It"," also"," helps"," control"," body"," fat"," distribution",","," reducing"," the"," risk"," of"," obesity","-related"],"proj":[[2.9754,-0.9051,9.6394,10.9231,-1.4072,-0.9334,0.4423,-0.7636,-0.5166,-1.2006,0.5897],[-1.6977,0.3652,8.0138,17.9386,-1.2587,-0.9302,-0.3615,-1.5279,-0.7032,-2.4223,0.7669],[-1.2867,0.6813,6.5167,14.8794,-0.3215,-0.9226,-0.5062,-1.2885,-0.3998,-1.6869,0.2614],[-2.0306,-0.1464,6.8009,15.2121,0.4383,-0.0993,-0.5558,-0.9321,-0.7633,-1.2751,0.3175],[-1.5672,-0.2673,6.9878,18.9688,-0.8914,-0.515,-0.8168,-1.6138,-0.6145,-2.1488,0.1766],[-1.8665,1.0185,6.1011,15.6891,-0.4594,-0.0108,-0.5546,-1.5235,-0.4406,-1.9061,0.408],[-1.3924,0.5472,4.887,15.5876,-2.5223,0.409,-1.1552,-0.9331,-0.5467,-2.0668,0.3034],[-2.4013,0.7853,6.3169,16.3571,-1.45,0.7498,-2.2982,-1.1957,-0.7311,-1.9109,0.698],[-3.1784,1.7598,5.1568,13.8919,-0.819,0.1364,-0.0944,-1.2474,-0.8208,-1.6998,0.1402],[-1.9421,1.1439,4.4658,12.7886,-0.6704,0.1037,0.2003,-1.6761,-0.4874,-1.1226,0.5637],[-1.9817,2.1831,4.8347,14.0377,-0.4939,-1.4751,-1.5354,-1.37,-0.634,-1.4859,0.552],[-0.3878,-0.2806,6.032,16.1107,-0.2547,0.7565,-0.0244,-0.9956,-1.0103,-2.0542,0.7331],[0.0604,1.2724,5.2564,13.2469,-0.1319,1.0749,-0.224,-1.4982,-0.9892,-2.1482,1.1884],[-1.217,0.63,7.5602,18.1228,-1.5423,-1.2905,-2.4542,-2.0189,-0.5511,-1.7327,0.9425],[-2.6015,1.0607,9.2104,18.8309,-1.893,-1.1237,-1.5812,-1.874,-0.404,-1.4438,0.8772],[-0.7211,0.2439,7.6064,17.4444,-1.3776,-2.1754,-1.8753,-1.7108,-0.3998,-2.096,0.5754],[0.4768,-1.2197,7.0169,17.9445,-0.7629,-0.877,-0.6637,-1.5894,-0.4744,-2.2349,0.4002],[-0.2222,1.2767,4.8498,12.1637,-1.9401,0.4346,0.751,-1.0258,-0.5523,-1.9978,0.9025],[-0.1148,0.621,4.8886,13.9288,-0.7097,0.0805,-0.0057,-1.1606,-0.3067,-1.8581,0.4461],[-0.8342,0.0735,4.9002,12.4205,0.4518,-0.0488,0.2839,-0.9595,-0.3436,-1.0275,0.4581],[-0.8509,0.8752,6.8712,13.9898,-0.049,0.5963,0.3412,-1.3708,-0.4519,-1.5455,0.9168],[-0.8178,-0.2756,8.829,16.6069,-1.6489,1.3203,1.152,-1.1375,0.1253,-1.359,0.5815],[-0.4862,-1.3829,5.3742,16.168,-0.8496,0.6144,-0.0476,-1.5735,-0.6018,-2.3117,0.21],[0.2232,1.7656,3.9052,12.059,-1.8412,0.8393,0.5339,-1.0688,-0.4999,-1.8636,0.7315],[0.8429,-0.0994,7.3424,16.6203,-1.9292,-1.0513,-1.489,-1.9284,0.1181,-2.3846,0.1222],[0.9965,-0.7118,6.7403,16.3693,-0.6417,-0.6464,-1.207,-2.2122,0.1063,-1.9498,0.0452],[0.0201,0.3886,6.7613,15.7826,-1.4936,-0.0874,-1.1953,-1.3905,-0.0471,-1.4862,-0.0516],[-1.4174,-1.0044,7.6998,17.4698,-1.3033,-0.3891,0.4854,-1.875,0.0862,-2.2046,0.3195],[-0.4163,1.2271,7.2477,17.1588,-2.3275,-0.3356,-2.0578,-1.6991,-0.0856,-1.8123,0.2015],[-0.8395,1.0964,6.9876,14.9204,-2.3095,0.389,-2.0099,-1.3954,-0.1378,-1.579,0.2191],[-1.8785,-1.448,6.6043,17.3757,-1.4154,-1.4981,0.4211,-1.5435,-0.542,-2.4144,0.4537],[1.8291,-3.5813,5.7245,14.7077,-2.3326,-0.639,-0.6992,-1.8531,-0.4347,-1.8483,0.6735],[-1.2073,-0.8975,6.1582,16.8435,-2.7222,-0.8325,1.7998,-1.5904,-0.1377,-2.1024,0.3347],[-2.2061,-1.277,7.2676,19.0968,-2.8388,1.05,1.5321,-1.5442,-0.4405,-2.1363,0.4713],[-3.3386,-1.6962,7.0221,18.2097,-1.9728,1.0567,1.6099,-1.4383,-0.6074,-1.483,0.3338],[-3.6005,-1.0616,7.7649,18.3652,-2.1951,-0.704,-0.083,-1.2633,-0.3994,-1.0388,0.6271],[-1.4113,-1.9218,8.0161,18.701,-2.2563,-1.4915,-1.7356,-1.6936,-0.4161,-1.9612,0.6474],[-1.1407,-0.7597,6.6778,16.9563,0.3122,-1.5784,-0.6118,-1.6411,-0.5792,-2.2906,0.4277],[-1.892,1.1864,6.3572,15.6967,-2.0323,0.3628,0.3183,-1.4568,-0.4917,-2.0628,0.7299],[-1.9074,0.6264,6.4607,15.0154,-0.5559,-1.182,-0.3799,-1.5214,-0.2611,-1.5936,0.4095],[-3.4906,-0.7004,8.5803,19.9803,-3.3156,-0.8255,-0.1925,-1.9827,-0.4102,-2.4642,0.462],[-0.4347,-1.7531,7.0946,17.7501,-3.025,-1.1685,0.5891,-1.3332,-0.2857,-1.981,0.6133],[0.6358,-2.8967,10.4533,14.5089,-4.6017,0.097,-0.8856,-0.789,-0.1816,-1.3755,0.5523],[-1.941,-1.7358,8.2096,16.6751,-2.9974,1.9069,0.752,-0.9421,-0.4492,-1.4944,0.7806],[-1.3806,-1.7457,11.8725,17.5667,-3.5092,0.7085,-0.51,-0.555,-0.206,-1.049,0.4316],[-1.5626,0.2769,5.9971,11.541,-0.8118,0.9657,-0.0203,-1.2008,-0.4722,-1.3499,0.6068],[-1.0463,0.6119,5.6215,10.8668,-0.0148,0.8976,-0.4509,-1.2138,-0.5882,-1.1484,0.8746],[-0.6075,1.2315,5.8329,12.893,-0.9204,-0.1037,-0.0348,-1.8279,-0.2175,-1.353,0.9381],[-0.2943,0.8557,6.4002,12.5803,-0.0093,-1.0722,-0.5247,-1.3891,-0.083,-1.5444,0.4985],[-2.2698,-1.3332,9.3626,19.1907,-0.8338,-0.0984,-0.4078,-1.8188,-0.4112,-2.2423,0.3667],[2.3464,-1.5359,5.6631,8.0445,-0.7187,-0.9446,1.8251,-0.8838,-0.7014,-1.646,0.0328],[-2.2629,-0.2979,6.7906,15.8456,-0.1022,-1.8107,2.0627,-0.9575,-0.6093,-1.8859,-0.1423],[-1.104,-0.6945,6.8266,16.6142,-2.7747,-1.2165,0.5288,-0.5424,-0.361,-1.0752,0.2301],[-0.7704,-0.2593,3.5475,9.6362,0.4223,0.4565,-0.283,-1.3612,-0.7254,-2.4947,0.7479],[0.1306,0.039,4.8045,13.9548,-0.7684,-0.1213,-2.2016,-1.3407,-0.2769,-2.2896,-0.1712],[0.8532,0.9399,4.6051,11.5821,-0.1264,-1.0691,-1.8726,-1.207,-0.2843,-1.7254,-0.6107],[-0.7991,1.2603,5.1298,11.7649,0.412,-1.2606,-0.7409,-1.165,-0.2736,-2.1263,-0.2138],[-1.5095,-0.2694,5.265,15.4035,0.4133,-1.9317,-0.3807,-1.5954,-0.5079,-2.6023,-0.2719],[-1.3121,0.0506,2.9995,11.6328,0.5499,-0.0698,-0.3508,-1.1527,-0.6612,-2.3636,0.5673],[-1.494,0.5866,5.1074,12.0581,-1.219,-1.0532,-1.325,-1.5548,-0.2931,-2.4163,0.4189],[-2.3271,2.7219,5.7939,12.7133,-1.3184,-0.9402,-0.305,-1.7735,-0.1292,-1.7817,0.3075],[-2.0967,-0.2258,6.2565,17.4346,-0.2178,-0.6865,0.8219,-1.9971,-0.1095,-2.5495,-0.2131],[-2.7513,0.6492,5.858,13.5152,0.6035,0.6714,-0.6556,-1.4517,-0.7376,-2.7946,0.4988],[-1.5048,0.6132,4.2291,10.0953,0.7474,0.095,-0.9205,-1.65,-0.7096,-2.4141,0.6736],[-0.8451,0.1373,6.0872,13.7129,-0.3585,-0.5532,-1.0463,-1.897,-0.1875,-2.803,0.1125],[-2.1433,0.8233,6.0672,13.4697,-0.2028,-1.1073,-0.3652,-1.9979,-0.1074,-1.9143,0.1663],[-1.7396,-1.1843,6.8491,17.0463,-0.0803,-1.4041,1.1479,-1.8575,-0.5668,-2.7837,-0.1101],[1.4381,-2.639,2.9634,12.0842,0.3616,-0.2452,-0.258,-1.6635,-0.7219,-1.7832,-0.0556],[-1.4932,0.4655,4.8877,14.0229,-0.6853,0.3646,-0.5018,-1.155,-0.5661,-2.4722,0.1454],[0.0791,-1.0155,4.9238,13.916,-1.1206,0.0126,0.0898,-1.8436,-0.3634,-2.9528,0.0464],[-0.9627,-0.9699,5.0085,13.4614,0.0644,-1.4546,-1.3295,-1.432,-0.4504,-2.209,-0.2545],[-0.3971,-0.4491,5.0518,13.5732,-0.3908,0.8783,-0.8655,-1.7538,-0.3405,-2.6122,0.3335],[0.6861,0.0314,3.7739,11.2985,-0.3827,-0.079,-1.7267,-1.8071,-0.4435,-2.5336,-0.0062],[1.9895,2.0401,4.8216,9.4782,0.5625,-1.5134,-0.7956,-0.8646,-0.452,-2.0032,0.3052],[-0.7985,0.3148,4.6757,14.1468,0.8513,-1.3932,-1.0468,-1.5301,-0.4433,-2.7893,0.2451],[-0.1882,2.4405,2.1447,8.6203,1.6463,0.8745,-0.3048,-1.5127,-0.5532,-2.5819,0.1946],[-1.777,0.7042,6.8371,16.0577,1.1932,-0.8018,-0.59,-1.489,-0.44,-2.7979,0.2208],[-0.1161,1.9683,3.3207,9.9914,2.0143,0.7627,-1.4803,-1.4493,-0.5608,-2.959,0.1811],[0.4272,2.339,2.903,9.2538,1.6901,0.3725,-1.942,-1.7398,-0.6681,-2.7683,0.0766],[-1.6679,-0.8863,4.9115,14.4766,0.2261,-1.3049,0.2077,-1.3485,-0.9804,-2.7973,0.0153],[-1.6266,-0.7655,4.4885,14.5268,-1.4879,-0.1466,-2.0742,-1.2773,-0.763,-2.3447,0.5443],[-0.3142,0.0083,4.6815,15.1448,-2.1732,-0.0509,-0.9777,-1.2725,-0.9494,-2.7662,-0.0979],[-2.1136,-0.0953,4.4472,12.9217,0.4396,0.5611,-0.7017,-1.5625,-0.366,-1.986,-0.1432],[-2.3587,0.6164,4.4657,12.476,-0.6194,0.0215,-2.1345,-1.3361,-0.2119,-1.3647,0.1624],[-0.3894,0.5535,5.7843,14.8333,-0.4103,1.7441,-1.1391,-1.3279,-0.4943,-1.8377,0.195],[0.3326,0.9516,5.3274,13.5738,-0.1094,0.4912,-2.1603,-1.347,-0.373,-1.5221,0.0297],[-0.8773,0.5471,7.4906,15.7977,-0.5643,-0.1541,-1.874,-0.8052,-0.293,-1.4211,0.122],[-2.6588,-1.4374,6.4643,16.8601,-0.6489,-1.9624,-1.1198,-1.1892,-0.6466,-2.3702,0.0423],[0.7475,-2.2767,2.9902,12.5326,0.7638,-0.4912,0.4665,-1.5051,-0.6743,-1.6476,0.1784],[-0.6792,-3.081,11.0893,17.102,-4.2003,-0.5463,-1.1462,-1.0725,-0.1484,-1.3773,0.3522],[-4.853,-3.2073,10.7218,22.0143,-2.8414,0.3877,0.7834,-1.1641,-0.1262,-1.6862,0.3006],[-3.9996,-1.6955,10.9747,17.4585,-2.8525,0.2866,0.1167,-0.933,-0.325,-1.3156,0.271],[-1.9603,0.9633,6.2124,10.6253,-0.0785,1.9091,-0.1408,-1.4806,-0.3314,-1.2699,0.5017],[-2.0371,0.3768,5.808,9.981,0.8478,1.7887,-0.4023,-1.5755,-0.4451,-1.2759,0.658],[-1.2104,0.3346,6.868,12.3037,0.0925,0.2496,-0.924,-1.7267,-0.409,-1.4368,0.5011],[-1.674,-0.3566,8.395,16.8124,-1.0967,-0.2698,-1.4574,-1.537,-0.6005,-2.0404,0.3394],[2.5241,-0.5633,5.3678,7.7432,-0.5783,-0.9434,1.0289,-1.0884,-0.6099,-1.6055,0.0696],[0.7034,1.1514,4.1789,10.4481,-1.3711,-0.8422,-1.2942,-1.4679,-0.6548,-2.1709,0.7536],[1.9092,-0.1635,4.1787,9.3195,-1.7151,-0.7986,-1.1204,-1.4349,-1.1069,-1.9656,0.1776],[0.2093,1.2798,6.6992,14.565,-0.4114,-2.3101,-2.0909,-2.0808,-0.2434,-2.1082,0.0835],[-1.3599,0.7142,5.9146,15.7993,-1.1619,-1.8115,-1.4276,-1.543,-0.6724,-2.2615,-0.2271],[0.3003,1.3735,4.1344,10.4414,-1.7365,-0.4452,-0.7583,-1.6914,-0.7125,-1.9618,0.3151],[-0.158,-0.4431,5.1984,11.5117,-3.2936,-2.0813,-0.3556,-1.4532,-0.5371,-1.7598,0.361],[-1.2503,-1.5893,6.1737,16.5148,-0.6777,-1.9052,0.3002,-2.1276,-0.607,-2.7848,0.0035],[-0.2343,-1.9997,4.7379,12.4841,-2.3235,-0.7528,-1.1096,-1.5222,-0.5891,-2.2749,0.5006],[0.0297,-0.4274,4.2278,13.549,-2.3775,-0.6414,-0.1244,-1.4648,-0.7455,-2.2168,0.1507],[0.2153,-0.8901,4.8282,11.5494,-1.8679,-0.7687,-1.2308,-1.8096,-0.789,-2.19,0.3492],[-0.3712,-0.4787,5.8419,13.567,-1.9166,1.7688,0.4919,-1.3584,-0.6755,-2.1462,0.1763],[-0.3728,-0.1861,5.4946,11.1556,-1.0277,0.5342,-1.2487,-1.7699,-0.7016,-1.7197,0.3772],[-1.2233,0.4573,8.8518,15.001,-2.0674,-0.2729,-0.8623,-2.0514,-0.4099,-1.9176,0.3887],[-1.6597,-0.334,7.8224,16.0581,-1.2557,-1.3034,-2.3151,-1.7664,-0.8409,-2.835,0.2069],[-0.3264,0.8383,6.6188,11.5723,-0.9441,0.3861,-1.7675,-1.4035,-0.6126,-1.9286,-0.0199],[-1.353,0.3816,7.8246,12.7225,-1.9719,1.0511,-0.0413,-1.6474,-0.2501,-1.7502,0.0453],[-0.8398,0.5453,6.7301,15.2555,-1.5459,-1.3067,-1.5429,-1.8519,-0.782,-2.4199,0.1485],[2.17,-1.1476,2.2337,9.5702,0.0518,-0.1245,-0.5471,-1.7711,-0.737,-1.6836,0.1197],[-0.1997,1.5069,4.9703,11.8299,-1.7335,-0.7459,-1.8054,-1.3367,-0.8566,-2.0505,0.7055],[0.2065,1.2904,4.2771,10.7722,-1.3441,-0.1231,-1.776,-1.575,-0.8606,-2.159,0.6201],[1.7424,-0.2545,3.268,8.768,-1.5694,-0.5391,-0.8756,-1.4397,-1.301,-2.1598,0.0384],[0.5179,1.039,4.9301,11.7589,0.1554,-2.2062,-2.6198,-1.8474,-0.4975,-2.0498,0.0789],[-1.1707,-0.045,6.1799,12.7109,-0.071,-1.3759,0.1111,-1.7326,-0.114,-1.6645,0.455],[-1.3187,-0.313,6.3099,14.8985,-0.9153,-1.229,-1.3358,-1.5029,-0.4268,-2.4011,-0.1667],[-0.8879,0.281,5.404,16.2669,-1.876,-0.0746,0.8808,-1.8754,-0.6631,-2.7394,-0.3032],[0.3115,0.5839,2.7871,11.0708,-2.5487,-0.1281,-2.0696,-1.7038,-1.0289,-2.1177,0.4272],[-0.552,-0.3797,4.1646,12.7843,-0.8503,-0.8801,-1.4512,-1.8539,-0.4173,-2.8082,-0.1176],[-2.2296,-1.1714,5.0686,13.2374,-0.0641,-1.9306,-2.4729,-1.4312,-0.5244,-2.1956,-0.3189],[-1.0598,0.5461,2.9316,9.7312,-0.6019,0.6244,-2.3099,-1.6801,-0.382,-2.2654,0.2467],[-0.3048,0.4518,2.3585,8.6891,-0.3573,-0.3439,-3.2293,-1.5291,-0.4248,-2.2126,-0.0775],[-1.236,0.0073,4.7049,12.7848,0.1322,-1.9732,-2.2967,-1.4906,-0.592,-2.5087,0.069]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"Exercise is widely recognized as one of the most effective ways to improve overall health because it triggers a complex biological response that benefits both the body and the mind. Here are the primary reasons why it is beneficial:\n\n### 1. Improved Heart Health\nRegular physical activity strengthens the heart muscle, improves blood flow, and lowers blood pressure. This reduces the risk of heart disease, stroke, and hypertension, which are major causes of premature death.\n\n### 2. Weight Management\nExercise helps regulate appetite and increases metabolism, which can lead to weight loss or weight maintenance. It also helps control body fat distribution, reducing the risk of obesity-related","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":50935,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"Exercise is widely recognized as one of the most effective ways to improve overall health because it triggers a complex biological response that benefits both the body and the mind. Here are the primary reasons why it is beneficial:\n\n### 1. Improved Heart Health\nRegular physical activity strengthens the heart muscle, improves blood flow, and lowers blood pressure. This reduces the risk of heart disease, stroke, and heart failure. Studies have shown that even moderate-intensity exercise can significantly lower the risk of heart attacks and improve the heart's ability to pump blood effectively.\n\n### 2. Weight Management\nFor many people, exercise is a primary tool for losing","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":50935,"identical_to_original":false}}},{"id":"prose2-13","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Explain what a database index does.","tools":[],"prompt_tokens":31,"decision":{"rms":0.2867219370510361,"sumsq":84.18147244676948,"hb":[-0.00518,0.05298,-0.42434,-0.13469,-0.39543,-0.05183,-0.11385],"lse":26.384946806530742,"logits":[11.76,14.011,8.668,12.87,8.113,8.582,6.613,4.909,3.989,4.919,6.285,8.027,26.362,11.109,8.972,14.095,12.462,9.352,10.356,10.995,14.715,10.379,9.648,8.896,9.303,8.686,10.069,9.931,8.299,8.823,8.955,10.046,9.6,15.402,1.889,3.462,4.038,6.255,4.239,1.778,7.376,2.461,2.575,8.302,2.661,6.285,2.766,8.464,3.063,21.797,0.363,3.514,1.473,2.956,3.936,4.64,-0.564,4.75,15.624,4.713,2.218,20.752,1.486,2.329,0.209,0.616,0.881,12.327,-2.149,16.744,5.925,4.292,15.224,-0.958,17.138,-1.036,8.869,5.144,5.089,8.34,11.118,3.181,14.456,12.591,14.534,6.226,1.384,2.11,8.29,2.682,-0.266,7.152,19.352,4.431,3.214,10.283,15.378,-2.164,-0.708,1.563,11.076,10.345,-1.565,6.257,3.649,13.804,20.31,0.309,1.876,11.056,3.678,3.073,9.91,5.475,10.54,12.704,13.249,7.442,9.436,0.83,20.383,7.834,16.098,14.96,15.639,3.402,-0.065,8.617,8.938,9.265,0.734,8.551,0.148,5.186,5.217,5.969,4.575,15.251,-0.377,7.746,7.838,16.209,12.433,5.605,-0.783,5.809,13.866,-0.314,14.256,3.864,-2.986,8.596,1.072,9.575,10.281,2.93,4.983,3.056,8.449,10.17,10.807,-0.559,11.128,-0.787,8.893,4.123,3.413,1.788,-6.31,5.653,15.65,17.798,15.411,7.764,1.972,-1.314,2.95,11.038,12.798,6.81,10.041,1.479,3.154,-0.108,10.718,10.555,8.21,7.258,-1.269,12.738,13.838,2.595,18.456,-1.258,2.06,2.683,9.52,13.812,5.909,-0.21,9.1,5.594,9.71,-2.468,9.272,7.947,5.978,2.95,-0.323,16.032,0.632,11.724,9.955,0.566,7.651,1.162,-3.268,-2.062,-5.154,4.318,6.097,11.163,6.899,-1.691,1.734,6.86,2.318,-2.323,-0.528,10.093,1.314,-3.14,-2.695,8.218,10.006,8.663,3.349,9.777,8.003,11.275,-0.016,0.064,5.509,2.744,1.23,7.466,-3.462,-4.668,8.392,8.192,-0.295,6.295,13.238,9.261,8.89,-3.851,5.317,6.285,8.067,15.544,4.546,7.228,1.898,-1.76,2.138,2.371,2.4,10.467,6.27,16.956,0.21,-2.68,-1.359,2.622,-1.568,8.407,12.26,-1.87,8.831,-1.032,5.465,9.504,2.389,6.011,9.129,8.209,-1.086,3.403,13.07,9.797,3.395,9.882,8.81,4.439,6.821,7.568,4.021,5.5,15.351,6.377,16.121,11.45,2.719,12.893,6.958,7.797,1.344,9.878,-2.062,12.242,11.264,1.332,14.994,9.658,-1.691,-5.621,12.695,1.764,-4.695,-1.481,-2.265,9.493,6.864,7.365,0.799,8.514,0.224,-0.045,12.757,10.89,14.592,4.258,4.993,10.288,7.297,0.142,15.61,-4.039,3.703,9.899,-2.846,3.087,7.093,5.454,1.266,3.848,8.525,0.84,1.998,-1.401,5.283,-0.627,-2.578,-3.127,-1.215,15.261,5.976,19.383,10.216,10.844,0.263,7.681,-3.29,-2.021,12.96,2.201,8.69,2.549,0.611,-1.049,8.911,5.284,2.145,6.027,13.426,1.021,7.702,13.927,8.566,14.159,2.995,2.638,13.491,-2.347,8.446,6.393,2.955,0.727,2.287,6.945,12.383,5.581,5.663,14.763,-3.256,9.143,5.856,5.196,0.507,-1.32,3.395,2.198,8.438,9.607,10.827,-1.861,9.016,9.631,-3.846,-2.817,9.514,5.166,-2.018,4.622,8.845,11.866,-4.868,5.898,9.403,6.857,7.828,11.98,-1.717,-0.402,-2.338,13.156,0.923,-4.374,12.12,-4.475,10.915,11.171,-0.58,5.75,0.598,2.295,8.793,5.483,10.667,12.388,12.008,1.343,7.604,2.398,-0.194,2.122,9.337,4.763,12.456,-2.164,13.008,-3.954,12.978,-6.195,-3.16,-1.866,11.055,6.084,4.616,-4.554,-0.713,15.406,1.407,7.759,3.574,4.218,-1.151,3.727,7.966,7.817,6.669,13.072,9.552,-0.648,-1.813,-3.325,-2.373,11.192,9.501,-2.695,4.189,11.62,11.699,3.355,8.393,14.54,1.574,3.338,14.314,11.013,4.806,0.614,9.795,0.013,6.15,5.404,13.133,-0.773,9.883,-0.823,9.311,0.948,7.299,8.235,-2.747,7.58,0.211,9.472,11.279,15.28,5.696,7.68,1.56,2.4,11.332,5.432,4.886,12.767,0.01,9.301,11.051,-3.822,-0.542,-2.009,3.457,6.313,0.986,-4.472,5.035,6.934,1.131,8.933,2.467,-2.014,-3.369,5.208,1.522,-3.13,6.229,0.95,16.747,-5.587,0.077,7.138,-1.191,1.241,14.338,7.327,3.112,-0.828,0.29,8.974,0.803,1.275,5.146,10.844,0.482,13.418,-1.317,7.023,12.029,-2.474,-4.774,-0.712,11.654,13.721,0.328,1.93,8.576,-1.617,-2.516,2.54,-1.137,15.081,1.704,5.489,-3.451,8.478,-1.175,-3.048,-2.033,8.318,4.19,1.996,5.81,-1.558,6.476,0.956,3.001,-0.704,4.624,6.209,-3.998,6.272,-0.462,0.161,-2.814,-3.172,1.563,8.557,1.685,9.914,11.941,3.327,11.618,16.565,4.477,1.194,-2.939,0.893,11.111,5.074,8.724,16.184,-1.778,-1.622,-3.028,3.268,7.093,7.338,8.976,0.472,7.302,0.033,6.667,16.803,9.421,7.246,2.118,2.367,-0.524,3.248,-4.296,7.998,6.005,5.943,9.398,-2.301,-0.434,0.49,10.217,-0.702,7.494,7.45,6.133,13.418,6.986,-2.73,1.628,4.035,5.051,0.45,10.684,16.66,-1.838,-0.058,5.144,7.64,-3.438,8.091,11.683,4.703,5.097,10.991,0.606,1.496,10.58,-2.956,10.061,8.267,-3.297,-1.704,4.327,10.598,0.363,13.548,14.958,-0.364,1.901,-0.391,-1.136,3.604,2.776,10.715,-2.317,-1.378,-2.476,8.347,2.917,12.728,5.364,14.582,13.77,16.372,1.787,5.874,1.416,3.797,10.824,-2.353,9.409,-3.181,-2.133,0.728,8.676,2.471,10.505,-1.736,-2.91,7.343,9.06,-1.199,15.39,10.301,3.56,3.888,1.807,-0.829,-5.135,0.534,0.401,0.921,-0.351,-1.573,-3.351,10.007,-1.93,10.63,6.793,-1.433,5.078,-1.558,0.683,5.144,-1.902,6.343,6.964,0.145,3.934,0.693,3.522,4.348,8.708,-3.79,9.634,-0.23,0.592,0.776,12.387,-2.5,-0.329,6.812,-5.022,-0.5,6.343,-1.141,-3.816,-2.572,0.681,-0.09,-0.223,3.092,-1.128,13.493,1.433,-1.933,0.362,0.17,0.318,-0.802,2.956,-2.024,8.133,6.745,-3.211,1.755,7.898,7.969,-2.973,11.311,16.094,4.218,-0.644,6.675,7.05,-1.306,6.788,-4.944,5.1,-1.701,5.89,-3.744,-4.759,-0.423,2.846,-2.892,-3.109,2.374,0.03,-0.0,1.94,-0.111,-1.811,2.381,-0.622,0.031,-0.156,-3.852,-1.049,0.492,0.58,0.981,0.845,-0.062,0.056,-0.305,-2.77,-0.829,0.619,3.158,1.603,2.301,3.024,-0.329,2.223,0.684,-5.428,0.177,3.333,-2.419,0.106,0.38,1.232,11.088,1.97,-2.46,-0.32,4.144,1.331,1.762,1.181,5.721,3.211,3.416,-1.326,1.801,-3.526,4.025,0.235,0.876,1.231,-2.077,4.624,0.418,0.487,-0.71,4.185,-0.162,1.444,2.304,-2.248,3.867,3.976,-5.42,-0.163,-2.071,0.441,-4.536,-2.453,-1.515,-7.545,3.463,3.218,-3.579,-0.275,-1.396,-4.231,1.819,-0.603,-0.794,2.715,-4.163,-1.166,-1.009,0.149,2.891,-0.547,-5.891,-1.328,-1.497,0.193,4.673,2.279,0.555,-3.699,3.192,-5.488,0.918,-4.455,1.185,-1.194,-2.913,-3.266,4.39,-3.493,2.176,-0.724,0.018,1.689,1.996,-0.291,-1.753,-2.353,-1.891,-0.006,-2.109,-0.28,-1.634,-2.107,-1.478,0.122,-2.71,0.324,2.054,0.137,1.42,-1.494,-4.456,-1.993,1.117,-0.577,1.602,1.3,-2.339,-0.064,-1.423,5.131,-1.12,-3.744,3.192,-0.546,-3.259,-0.698,3.408,2.463,-2.413,-0.164,-2.379,-1.053,2.472,6.69,-3.028,-2.889,-2.236,-1.032,-3.888,1.905,1.222,-4.403,-3.167,2.483,2.056,0.86,0.014,1.911,-7.785,0.205,0.036,-1.494,-2.579,-0.143,-0.679,-1.551,-1.289,-1.883,3.659,-1.312,-1.967,3.835,2.488,-2.834,-0.443,-0.896,-1.25,-3.506,0.05,-1.114,-5.095,3.082,-1.452,-1.492,-3.408,-0.254,-1.464,1.339,-4.92,-0.524,12.088,-0.305,0.893,-3.496,1.157,-2.23,-0.904,2.487,-3.313,-2.965,-2.759,-3.601,-3.572,-0.958,-3.612,-0.569,1.43,4.881,1.352,1.04,-3.685,-2.837,1.747,-0.826,4.764,-1.511,-0.385,1.108,1.161,-1.334,5.462,11.497,3.954,3.832,4.9,16.224,9.684],"base_top":[[32,26.362],[332,21.797],[623,20.752],[2014,20.383],[1597,20.31],[13962,19.383],[1206,19.352],[4350,18.456],[3710,17.798],[814,17.138]]},"positions":{"tokens":[32,2972,11868,1857,332,369,264,795,5759,1429,310,4478,685,279,54476,314,795,494,264,4475,13,1049,369,264,3175,913,314,1857,421,369,9476,303,279,4475,321,369,1429,310,2624,364,795,3018,383,264,3050,2002,13,271,8160,369,264,29006,314,1204,424,4138,321,3069,424,369,2894,25,271,13962,220,16,13,2500,1049,20457,198,4350,488,3134,264,4475,11,279,4475,4560,3749,310,1423,279,3050,6761,314,795,421,2353,678,2624,12521,13,16643,449,1857,11,279,4475,4560,682,310,8307,279,4307,1898,310,1423,12219,6761,11,864,628,381,8744,6103,13,271,2014,1857,13653,430,264,2972,44811,159034,11746],"text":["A"," **","database"," index","**"," is"," a"," data"," structure"," used"," to"," speed"," up"," the"," retrieval"," of"," data"," from"," a"," database","."," It"," is"," a"," special"," type"," of"," index"," that"," is"," stored"," in"," the"," database"," and"," is"," used"," to"," search"," for"," data"," based"," on"," a"," specific"," field",".","\n\n","Here"," is"," a"," breakdown"," of"," how"," it"," works"," and"," why"," it"," is"," important",":","\n\n","###"," ","1","."," How"," It"," Works","\n","When"," you"," query"," a"," database",","," the"," database"," engine"," needs"," to"," find"," the"," specific"," rows"," of"," data"," that"," match"," your"," search"," criteria","."," Without"," an"," index",","," the"," database"," engine"," has"," to"," scan"," the"," entire"," table"," to"," find"," matching"," rows",","," which"," can"," be"," extremely"," slow",".","\n\n","An"," index"," acts"," as"," a"," **","shortcut","**."," Instead"],"proj":[[2.7329,-3.799,10.1669,13.8253,-1.7739,0.3882,0.7408,-1.1078,-0.0505,-1.5597,0.2088],[-1.2886,-0.7002,10.7564,20.4054,-1.8315,-0.86,-0.9299,-1.0748,-0.1891,-1.7454,0.0643],[-0.3978,-0.3266,14.0062,17.1919,-1.7889,-1.4886,-1.3658,-0.7291,-0.2678,-1.186,-0.018],[-2.0702,-1.0137,9.3817,19.8338,-2.1014,-1.4951,1.1575,-0.8006,0.0663,-1.6234,0.0451],[-3.1524,-2.2468,8.1292,20.2244,-1.7123,0.0544,0.1686,-1.108,-0.3263,-2.2452,0.177],[-1.5221,-1.3933,6.8761,18.7893,-2.0898,-0.7438,-0.6971,-0.8811,-0.3359,-2.3112,0.1609],[-0.6467,-1.5668,5.6659,15.9105,-0.619,-1.6012,-0.104,-1.1401,-0.0302,-1.9176,-0.0186],[-1.4952,-1.157,4.441,13.3757,-0.3388,-1.8553,-0.5883,-0.7216,-0.263,-1.1169,0.0603],[-2.1687,-0.8313,4.4977,13.027,-0.9061,-0.4278,0.2023,-0.6333,0.3038,-1.3422,0.254],[-0.6927,-2.7518,5.3864,16.7168,-1.1504,-0.0745,-1.4252,-1.0492,-0.1438,-2.2152,-0.1694],[-0.6235,-2.0216,5.7822,17.3267,-2.9842,0.122,-0.0127,-1.4576,-0.2357,-2.4399,0.1831],[1.6966,-1.2472,3.7988,11.2332,-2.6077,-0.2406,0.7452,-1.5171,-0.1692,-2.3386,0.4231],[0.275,-2.0878,8.0949,18.5476,-2.2352,-1.8793,-0.008,-1.6754,-0.2205,-1.6158,-0.2261],[0.597,0.0106,4.8383,14.5875,-0.7902,-2.2737,-0.4908,-2.2694,-0.0422,-1.7509,-0.1863],[-0.0917,-0.9375,5.7704,15.3267,-0.39,-1.185,0.3751,-1.6112,0.151,-1.6085,-0.0575],[-1.3442,-1.4193,7.0603,17.8818,-1.6924,-0.9654,-1.0257,-1.6256,0.2762,-2.2443,0.0599],[-0.6541,0.0223,7.0298,17.1902,-1.839,-1.409,-1.3934,-1.513,-0.041,-1.6702,-0.5473],[-1.5051,-1.4618,5.5621,16.409,-0.4817,-0.7363,0.791,-1.5583,-0.078,-1.9236,-0.3936],[-0.7025,-0.2636,7.478,19.0553,-0.9888,-0.8392,0.01,-2.0602,0.2051,-2.2543,-0.2352],[-0.964,-0.165,6.9851,16.2415,-1.6881,-1.0887,0.1428,-1.6286,-0.0769,-1.5112,-0.007],[-1.1152,-0.2672,4.76,14.6945,-1.6163,-1.1656,1.9135,-1.4933,0.1971,-2.1843,-0.2072],[2.5072,-2.2144,4.4629,14.952,-2.1357,-0.348,-1.1256,-1.8233,0.381,-2.0632,0.2493],[0.3492,-0.1601,5.4025,15.0637,-2.433,-0.7516,-1.5205,-1.1152,-0.1139,-2.3053,0.1945],[0.2469,-0.993,5.2739,16.6632,-0.6365,-0.7722,-0.1708,-1.3499,-0.162,-2.4129,-0.4051],[-1.345,-1.0555,4.7776,13.5675,-0.0919,-1.8099,-0.1652,-0.9181,-0.2896,-1.3791,0.1035],[-1.3364,-0.2907,6.2468,15.6005,-1.5149,-1.7464,-0.6315,-0.747,-0.4966,-1.6883,-0.0547],[-1.1948,-0.5159,6.4459,15.2815,-1.9869,-0.5263,0.2246,-0.5946,-0.3404,-2.0526,0.0222],[-0.9368,-0.4014,5.8833,14.2792,-2.1233,-1.6145,-0.197,-0.7566,-0.6305,-1.793,-0.0631],[-0.1223,-1.4819,5.5458,16.7739,-0.1889,-1.6977,-0.7812,-1.0477,-0.2728,-2.2729,-0.2154],[1.7418,0.1315,4.0482,13.2289,-1.719,-0.4009,-1.5903,-1.1325,-0.1925,-2.6608,0.0749],[0.1039,-0.6997,4.8231,14.6665,-0.1406,0.1065,-0.5424,-1.0387,-0.215,-2.3891,-0.3665],[-0.6313,-1.3998,5.2028,16.3809,-2.2399,-0.1336,0.7414,-1.5413,0.0087,-2.6048,-0.3039],[-0.9777,-1.6023,4.7313,15.0909,-1.3199,-0.2016,1.2572,-1.42,0.0985,-1.8859,-0.4462],[-0.5701,-0.877,5.2366,14.2397,-1.006,0.2501,1.0359,-1.1065,-0.0913,-1.6491,-0.3189],[-0.3827,-1.2478,3.3579,13.5452,-0.8929,-0.6824,1.2259,-1.1489,0.3265,-2.1332,-0.5075],[1.2483,0.0147,4.9603,14.795,-1.0811,-0.2374,-0.2615,-1.1211,-0.1225,-2.3728,-0.0952],[0.4753,-0.2531,4.5742,13.523,0.1,-0.0438,0.4839,-1.0383,0.033,-2.1697,-0.419],[0.4126,-1.9281,5.0653,16.722,-2.5858,0.1278,0.1613,-1.6941,-0.0317,-2.7712,-0.1424],[2.2429,-1.8559,3.8739,11.402,-1.6637,0.1072,0.0113,-1.4908,-0.2311,-2.6866,0.2751],[1.0016,-1.2553,6.5,17.0942,-2.1218,-0.845,-0.7428,-1.6015,0.1397,-2.6785,-0.2736],[0.7411,0.1286,6.8242,16.0174,-1.0501,-0.9283,-1.3026,-1.328,-0.2372,-2.1637,-0.572],[-0.5899,-1.4843,4.9575,14.0438,-0.5387,-0.2774,0.4199,-1.2867,-0.0498,-2.245,-0.2426],[0.5656,-0.7825,7.3319,18.4031,-1.5266,-0.566,0.1249,-1.243,-0.0885,-2.5894,-0.1112],[0.6097,0.4811,5.7761,14.7193,-1.0269,-1.0906,-1.7802,-1.4347,-0.1875,-2.3169,-0.223],[0.0738,0.0511,5.8775,14.3407,-1.0164,-1.0719,-1.6302,-0.7874,-0.5073,-1.7318,-0.2803],[0.2912,0.9327,6.6484,15.0523,-1.9424,-1.2736,-1.5229,-0.7561,-0.6494,-2.034,-0.2124],[0.8357,-1.6383,5.2284,16.2354,-0.6047,-0.8178,-0.1624,-0.8687,-0.2799,-2.4852,-0.2419],[2.3609,-2.6482,4.0724,13.68,-0.3584,-1.124,-0.5718,-1.6418,0.0329,-2.0308,0.266],[3.5944,-3.3868,6.7557,10.652,-2.2588,0.4144,-1.2002,-1.5041,0.1186,-1.844,0.3338],[-0.7135,-1.3542,5.9535,16.6694,-2.1153,-0.12,2.4226,-1.7758,0.0215,-2.1096,0.1597],[-0.7383,-1.7665,8.4255,19.4147,-2.4748,0.2843,0.6709,-1.7824,-0.1745,-2.3661,0.2406],[-3.1264,-1.7799,8.2541,18.1507,-1.1456,0.2491,0.073,-1.32,-0.4803,-1.4472,0.4127],[-1.5397,-1.6185,8.2617,20.929,-2.7135,1.5142,0.5789,-2.0493,-0.0051,-2.2507,0.3456],[-0.2927,-0.686,8.3274,20.6599,-2.9007,-0.4055,0.3126,-2.0168,0.1774,-2.1782,0.1645],[-1.1003,-1.4142,7.966,19.3695,-0.7544,-1.429,-0.8655,-1.7728,0.0932,-2.0791,-0.0939],[-1.416,0.8173,7.0128,18.8616,-2.1514,0.3906,1.1483,-1.3774,0.0897,-2.0663,0.281],[-1.8842,-1.4709,6.4759,19.4588,-3.0401,0.0396,0.0178,-1.8697,0.1185,-2.438,0.2056],[0.2499,-0.0655,6.5969,18.8857,-2.8582,-0.6677,-0.2478,-1.8155,0.1665,-2.1856,0.3873],[0.1195,-1.8079,8.4573,19.9397,-2.8273,-1.2347,-1.8012,-1.803,0.3493,-1.9222,-0.0472],[-0.9004,-0.0189,7.472,18.8624,-3.0048,-0.3307,-1.1113,-1.4487,0.2213,-2.005,0.5607],[-0.9563,-0.6242,6.3989,17.2823,-1.9201,-1.0323,-1.731,-1.6175,0.1373,-1.6994,-0.0989],[-2.5208,-0.7289,8.0512,20.8718,-3.7012,-0.9252,-0.0592,-2.1362,0.1493,-2.2783,0.3221],[1.3016,-1.5507,6.7883,17.2803,-4.2114,-0.8462,-0.3299,-1.7355,0.3614,-2.0158,0.0805],[1.6897,-2.8886,10.6486,15.0457,-4.5568,0.1345,-0.56,-0.9454,0.0556,-1.6051,0.3329],[-1.527,-2.1242,9.2937,19.0469,-3.1355,0.5824,1.1069,-1.1599,0.1663,-1.5706,0.2864],[-1.2834,-1.7923,12.2862,18.647,-3.5099,0.422,-0.1151,-0.6341,0.205,-1.0324,0.3186],[-1.3168,-1.3867,7.2437,15.9898,-1.6315,0.2857,1.057,-1.2104,0.1351,-1.6324,0.1928],[-0.2546,-2.1879,6.2591,13.5891,-1.0515,0.3488,-0.1298,-1.2155,0.1634,-1.5311,0.5367],[-0.3534,-1.5982,6.9372,17.0972,-0.8787,-0.8973,-0.5229,-1.9903,0.0511,-1.8737,0.0975],[0.3513,0.339,4.3231,11.3915,-1.2511,0.5267,-0.1781,-1.3163,0.3519,-1.6598,0.4997],[-1.4,-2.8151,6.961,17.268,-1.9611,-0.0257,1.9224,-1.4748,0.3586,-2.1217,0.2115],[3.8387,-1.5813,7.581,10.3453,-1.9444,-0.4827,-0.243,-1.2752,0.3515,-2.1325,-0.144],[2.3505,-2.4942,4.5863,16.8492,-1.8825,0.0114,-1.8571,-1.9402,0.4259,-2.3336,-0.5008],[2.7912,-0.7968,4.8952,14.4628,-2.5847,0.0476,-0.0504,-1.5529,0.3389,-2.4963,-0.0291],[1.0062,-0.6709,7.0463,19.2759,-2.0912,-0.2183,-2.0436,-1.5869,0.3199,-2.4648,-0.1781],[0.1003,0.073,6.8288,18.1244,-2.1458,-1.3173,-1.519,-1.3228,-0.1491,-1.8583,-0.1647],[-0.0122,-0.1321,3.273,15.2061,-1.3352,-1.4586,-0.4875,-1.4172,0.4408,-2.5345,-0.0922],[3.4515,-1.192,2.1071,13.5123,-1.7487,-0.64,-0.4392,-1.7646,0.8184,-2.5408,-0.3061],[1.3578,0.4048,3.7945,13.8221,-1.3025,-1.1254,0.4268,-0.8055,0.6931,-1.7007,-0.2655],[0.3386,0.6167,3.6094,12.6192,-1.5867,-1.4719,0.2449,-1.1504,0.9135,-2.1056,0.0965],[1.2264,0.177,4.1586,12.4078,-1.8561,-0.4411,-0.8723,-1.2934,0.5967,-2.5174,0.576],[0.2915,-2.2371,6.2904,17.4797,-1.772,0.2544,-1.2278,-1.2564,0.2772,-2.6888,-0.075],[1.5114,-1.7083,4.4897,13.3437,-1.5124,0.41,-0.4054,-1.8124,0.1506,-2.8464,0.574],[0.2037,-1.0563,6.5424,16.7742,-1.9431,-1.0923,-0.8903,-1.3851,-0.011,-2.3017,-0.6787],[-0.926,-1.2246,6.5368,16.6111,-1.871,0.0213,1.1443,-0.7259,-0.3729,-1.7789,-0.6963],[-0.2492,0.0599,6.9131,16.8598,-2.116,-0.7771,0.5856,-0.5857,-0.4984,-1.7587,-0.5538],[0.2327,-1.4237,5.1207,16.2332,-0.7006,0.7358,-0.1581,-1.183,-0.1851,-2.1167,-0.3952],[0.5139,-0.476,8.1524,19.7397,-2.1535,0.5091,-0.5226,-1.2885,0.0119,-1.7568,-0.8093],[0.9171,-1.3717,3.602,13.5311,-0.7093,1.033,-0.3949,-0.9783,-0.0967,-2.0375,-0.5219],[1.884,-0.5568,4.8696,15.1218,-1.6246,1.4323,1.4788,-1.0444,-0.2655,-2.467,0.0162],[1.6229,-0.2191,6.8309,18.3076,-1.0584,-0.2575,0.0733,-1.3988,0.0912,-2.41,-0.4651],[0.7478,0.4378,7.2102,17.1689,-0.4467,-0.667,-0.6648,-0.9405,-0.0631,-1.5657,-0.0656],[0.5236,0.2103,7.1883,18.1892,-1.6797,0.6347,0.1456,-1.0881,0.0543,-2.2159,-0.0829],[-0.4226,-0.2663,6.1277,18.1408,-1.566,0.4229,0.4063,-1.3219,0.3169,-2.9394,-0.2475],[4.2892,-1.2628,1.5205,11.6568,-1.8198,0.747,1.1692,-1.762,0.468,-2.1222,-0.0271],[-0.0648,-1.0373,6.5061,18.3472,1.7495,-0.1794,-0.4312,-1.9099,0.303,-2.437,-0.0262],[-1.2544,-0.9923,7.2565,18.4392,-0.4073,-0.417,0.0628,-1.1363,-0.4144,-2.0959,-0.4293],[-0.4475,-1.2315,5.2683,18.6651,-1.3965,-0.2632,-1.2659,-1.6808,0.207,-2.9295,0.1312],[2.8249,-1.874,2.5919,13.719,-1.5089,-0.8158,-0.8127,-2.0618,0.741,-2.4858,-0.3196],[0.9045,-0.2419,6.2985,16.5996,-1.3233,-1.3405,0.6096,-0.9607,0.6155,-1.7489,-0.2062],[0.0111,0.0173,2.8923,10.6713,-1.5432,-0.9507,0.9227,-1.1715,0.7559,-2.3411,0.1457],[0.5004,0.1441,2.9343,10.7909,-1.6486,-0.1233,0.8945,-1.32,0.5548,-2.3832,0.4072],[0.3715,-0.77,6.2391,17.0929,-1.27,0.8948,0.3226,-0.9875,0.3693,-2.3814,-0.1168],[1.6535,-0.4849,3.482,10.6187,-1.0642,0.9307,1.2423,-1.609,0.1366,-2.6235,0.3678],[0.2689,-0.5451,5.9292,17.2679,-2.6837,-0.7001,-0.9102,-1.6899,0.359,-2.6411,-0.614],[0.2439,-0.3229,7.5313,17.9246,-1.7705,-0.8863,-0.8095,-1.2486,-0.0622,-1.9836,-0.5178],[-0.5751,-0.1376,7.9381,17.7396,-2.0964,-0.683,-1.6933,-1.1967,-0.219,-1.8402,-0.2847],[-0.6179,-0.5821,4.3356,14.9007,-1.1848,-1.0486,-0.6616,-1.3562,-0.0504,-2.5163,0.0951],[0.4226,-0.8506,6.0975,15.4709,-1.2326,-0.6149,-0.2717,-1.4853,-0.0173,-3.2251,0.3833],[1.7004,-0.1002,6.8396,16.4294,-2.177,-0.7933,-1.7292,-1.2735,-0.0026,-2.5197,-0.6404],[0.2393,0.5668,8.1424,19.1062,-2.2535,-0.4248,-0.4683,-0.7977,-0.2802,-2.0534,-0.5498],[-0.4663,-0.9561,3.6668,16.0339,-0.7997,-1.2065,-0.2409,-1.7942,0.0538,-2.8995,-0.0461],[1.6719,-1.1523,3.4898,15.0059,-1.5037,-0.2811,-0.739,-1.8655,0.1313,-2.3665,0.355],[2.1282,1.0393,2.7728,13.9526,-1.2165,-0.1013,-0.8943,-1.9368,0.0713,-1.9511,0.3992],[2.6147,-0.365,4.1362,13.3646,-0.4408,-0.8937,-0.972,-1.925,0.0166,-1.7731,0.2252],[2.2558,0.3813,2.4273,11.9467,0.277,-1.044,-1.8068,-1.9267,0.6855,-1.4215,-0.323],[0.9532,-0.2338,4.9257,14.763,-0.6886,-1.0891,-1.8364,-1.5553,0.5973,-0.8601,-0.2827],[0.1685,-0.2487,4.519,16.7769,-1.1471,-2.138,-2.579,-2.288,-0.0812,-2.6828,0.0158],[0.475,-2.4967,5.3365,16.8949,-1.2439,-1.1458,1.3736,-1.4017,0.0322,-2.1971,0.2007],[2.2171,-1.8303,6.9432,9.6879,-1.0374,-0.3892,0.4608,-1.0274,0.1497,-1.8804,0.0652],[-2.2822,-1.1177,7.0562,18.0662,-1.836,-0.4515,0.8237,-0.8825,-0.5755,-2.0965,-0.1964],[-1.1955,-0.8979,3.5559,13.0778,-2.5468,-0.0538,-0.9913,-1.0567,0.0272,-2.1827,0.5777],[-0.2791,-2.5193,6.5201,19.7555,-2.5394,0.037,-1.6462,-1.4846,0.4505,-2.4392,-0.2488],[-0.6706,-1.2773,5.0808,16.3139,-0.572,0.226,-0.7963,-1.5921,0.3096,-2.3036,-0.0378],[-1.5203,-1.2006,5.1026,14.0977,-0.5408,-0.6938,-1.2548,-0.9676,-0.1443,-1.3176,-0.0618],[0.0345,-1.7986,8.6788,9.4652,-0.9154,-1.4884,-1.3965,-0.5559,-0.0288,-0.9474,-0.1218],[-1.9182,-1.6592,4.9955,16.7436,-2.0725,0.2159,0.8725,-1.3283,0.0609,-2.1842,-0.3039],[1.5649,-3.0596,3.6131,15.6444,-2.5806,0.3331,-0.1343,-1.783,0.3698,-2.4715,-0.004]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"A **database index** is a data structure used to speed up the retrieval of data from a database. It is a special type of index that is stored in the database and is used to search for data based on a specific field.\n\nHere is a breakdown of how it works and why it is important:\n\n### 1. How It Works\nWhen you query a database, the database engine needs to find the specific rows of data that match your search criteria. Without an index, the database engine has to scan the entire table to find matching rows, which can be extremely slow.\n\nAn index acts as a **shortcut**. Instead","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"A **database index** is a data structure used to speed up the retrieval of data from a database. It is a special type of index that is stored in the database and is used to search for data based on a specific field.\n\nHere is a breakdown of how it works and why it is important:\n\n### 1. How It Works\nWhen you query a database, the database engine needs to find the specific rows of data that match your search criteria. Without an index, the database engine has to scan the entire table to find matching rows, which can be extremely slow.\n\nAn index acts as a **shortcut**. Instead","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":32,"identical_to_original":true}}},{"id":"prose2-14","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"What happens when water freezes?","tools":[],"prompt_tokens":29,"decision":{"rms":0.36127753934102796,"sumsq":133.65295148268342,"hb":[0.09221,0.08208,-0.49676,0.00521,-0.29191,0.25831,-0.47395],"lse":26.29590148448249,"logits":[14.558,13.479,13.193,18.548,14.667,13.473,13.403,12.295,11.657,11.659,12.923,12.86,14.929,12.611,11.614,12.872,14.527,16.426,12.006,14.499,14.603,12.99,12.557,13.014,12.175,13.158,11.63,13.208,10.986,11.705,16.245,12.574,9.142,7.744,6.433,11.698,8.292,7.762,5.941,6.664,10.055,6.63,5.636,7.613,6.097,6.816,-2.014,7.972,3.765,19.419,3.73,1.396,3.863,2.808,4.91,4.067,3.986,8.517,14.663,6.25,3.352,16.449,1.944,4.374,5.122,5.624,0.135,12.509,-1.442,20.124,4.288,4.439,13.348,-2.091,14.551,1.278,8.711,6.335,6.691,6.104,15.614,4.22,10.969,13.84,13.98,5.161,3.251,6.589,9.888,8.786,2.607,12.74,16.746,6.789,4.49,12.425,13.476,-4.354,-0.268,2.242,13.105,11.969,1.292,6.25,0.228,12.552,15.675,1.686,1.622,11.915,0.549,8.937,12.107,2.396,10.905,13.932,16.605,2.685,11.453,5.656,14.68,13.188,20.889,14.232,16.334,4.418,0.898,11.182,9.324,12.648,-2.334,5.596,-0.01,3.766,9.14,5.011,5.88,15.416,0.302,8.279,10.322,14.073,12.961,5.805,-4.225,8.677,16.777,5.704,15.454,2.174,-2.196,10.473,4.659,9.718,12.827,5.744,4.759,3.303,12.67,9.015,11.84,2.983,12.719,-2.058,11.528,-1.457,7.053,6.545,-5.268,6.391,15.397,18.887,17.266,14.53,2.316,3.851,5.747,14.548,13.235,7.184,10.461,4.181,7.067,-1.072,6.931,13.044,12.692,8.384,0.186,14.721,14.149,-1.576,26.269,3.944,4.914,3.426,11.319,16.08,7.514,2.881,13.169,8.875,10.999,2.586,10.572,11.228,5.54,1.071,1.782,15.969,4.015,13.311,12.404,-4.449,6.901,5.551,-1.997,-1.319,1.209,3.777,8.424,7.17,7.264,-0.531,5.286,14.189,6.597,2.144,-0.466,9.881,4.563,-4.343,0.004,9.782,11.31,10.516,4.882,8.9,10.6,11.374,4.429,-1.184,6.268,0.853,0.627,10.336,-0.046,-1.025,6.644,10.871,-0.653,6.732,11.423,11.039,9.396,-3.177,10.341,7.917,8.93,16.365,6.052,9.488,1.835,-0.607,1.33,8.298,2.866,14.459,7.956,15.674,0.218,0.703,-3.547,3.028,-0.852,11.683,13.178,-0.882,11.943,-2.135,7.923,10.493,4.646,4.529,10.881,7.648,-0.736,5.307,15.257,10.282,3.475,12.745,11.975,5.122,8.694,7.611,5.579,10.38,14.946,9.92,14.435,6.372,0.247,15.172,11.396,9.626,4.638,11.429,-3.749,12.803,18.133,4.064,16.854,12.002,-0.489,-3.936,14.8,3.38,-5.312,-0.279,2.975,11.76,8.149,13.23,4.248,8.96,0.414,-0.734,10.633,13.812,13.545,3.906,2.498,11.083,9.062,4.734,15.701,-1.524,2.01,10.946,-4.172,4.793,8.698,8.845,5.212,6.959,10.975,1.426,7.186,-0.246,7.055,1.075,-1.41,-0.359,-1.317,17.339,7.4,18.866,8.785,9.664,0.922,6.353,-2.299,2.01,8.786,5.191,7.935,2.358,1.418,-0.501,9.323,6.456,0.414,9.349,13.787,1.284,9.631,16.309,11.036,13.998,3.267,-2.154,12.663,1.645,10.306,12.38,0.729,-3.984,1.025,10.704,14.664,6.903,8.625,14.99,0.06,11.451,8.869,9.661,2.159,-0.131,3.664,1.468,9.974,9.765,10.917,-0.316,10.196,8.052,-2.601,-2.425,11.667,9.81,3.657,-0.929,10.423,12.311,-1.541,9.361,9.839,9.678,7.582,10.788,2.463,1.665,5.408,12.626,1.697,-3.642,10.024,-4.115,12.122,7.036,-2.226,8.644,-3.285,2.417,9.171,3.128,10.521,14.035,13.337,2.951,7.773,6.028,0.075,2.567,10.109,-1.314,13.869,0.447,16.373,-6.005,11.036,-4.943,-0.29,-0.102,12.246,6.776,10.423,-0.402,-0.54,14.912,4.098,9.38,6.325,5.504,-1.232,2.673,13.128,12.685,8.856,14.699,11.889,-2.496,-1.32,0.06,0.913,12.117,12.245,-2.119,6.083,6.06,10.697,3.332,21.838,13.569,-3.031,5.819,13.893,9.919,11.878,0.914,12.744,-0.08,7.311,6.623,13.406,1.42,12.349,1.213,10.528,-1.137,10.724,9.231,1.519,3.375,3.109,9.748,12.137,13.686,4.068,7.909,2.968,0.281,12.327,2.794,4.266,13.643,4.023,12.049,12.232,-1.562,2.722,1.38,7.259,10.26,-3.536,-1.826,11.325,7.941,1.018,13.534,4.101,-0.278,0.432,4.667,4.063,-1.404,9.209,3.059,15.568,-0.91,-0.997,6.089,-1.166,6.175,13.3,17.266,5.076,6.705,1.026,14.801,0.188,1.219,3.495,12.285,0.62,12.404,0.422,7.645,11.562,0.511,-1.645,1.663,13.011,12.514,0.671,-1.428,11.579,-2.025,-1.542,3.426,0.364,14.993,5.447,2.5,-3.037,12.786,3.368,-2.354,-1.094,9.437,5.77,1.362,7.726,-2.645,7.773,-3.411,1.1,-2.212,8.019,8.831,0.143,4.628,1.397,-1.639,-2.552,-0.457,1.795,12.391,4.322,9.549,14.04,11.381,16.176,13.766,1.697,0.08,0.735,-0.131,15.198,7.047,5.228,15.383,-0.88,0.013,-1.678,8.097,17.69,9.836,10.131,0.582,7.708,2.959,11.001,16.121,7.19,12.46,0.948,-0.803,3.499,0.488,0.359,11.11,9.678,7.628,12.955,-1.531,-0.598,2.038,8.813,0.119,10.504,10.58,5.936,13.683,11.606,-0.757,2.463,10.884,-0.731,-0.047,13.053,14.262,-1.568,-0.328,9.992,9.447,-1.501,3.141,11.503,9.483,6.766,12.547,1.272,-1.207,17.581,-1.041,12.066,9.746,-5.392,-1.147,2.293,15.521,-4.515,12.0,14.093,-0.075,2.501,0.777,2.888,2.595,3.855,8.818,2.055,0.667,-1.302,13.328,7.371,12.584,7.977,12.784,12.272,13.179,1.925,10.66,-0.417,5.299,13.731,-1.653,7.095,3.627,3.1,-1.235,9.416,-0.462,7.982,-0.347,-3.418,7.574,11.142,-2.302,15.258,8.49,1.444,1.721,4.088,-1.217,-1.486,0.485,0.738,2.388,0.508,1.909,-0.773,11.482,0.214,11.773,6.663,0.677,10.783,-2.202,-3.44,4.534,0.6,10.789,6.705,-2.058,4.085,-0.042,2.041,3.933,13.424,-1.526,9.537,-2.33,0.483,0.045,9.786,0.1,0.736,9.497,-4.711,2.646,4.498,-1.717,1.944,-2.784,1.237,0.334,1.493,0.429,-4.02,15.024,1.442,0.933,0.738,1.591,-3.11,1.094,1.777,-2.506,8.42,5.529,-2.244,-1.063,10.005,10.244,-0.991,10.056,14.248,-0.147,2.075,8.184,9.359,2.013,10.181,-2.986,9.64,-0.702,11.631,-6.795,-2.128,2.314,2.078,4.639,-0.571,-0.502,-0.817,0.183,-1.909,1.999,-1.599,1.018,2.846,1.956,0.257,-3.189,-0.837,-0.767,2.501,-1.083,2.542,-1.572,1.197,0.933,0.067,-0.013,1.653,-1.808,0.091,0.91,0.991,3.47,2.929,-2.191,-2.383,0.948,2.294,-3.706,-0.379,-2.298,0.95,2.719,-1.806,-3.077,2.785,0.395,-0.32,-0.26,-0.081,0.565,1.365,3.064,4.421,0.148,-1.743,-1.669,-2.906,-1.429,-0.201,-1.541,2.13,-1.432,-2.147,-1.354,0.533,-0.461,2.47,0.437,-1.832,-0.601,4.248,-2.479,-0.221,-3.096,0.898,-1.902,-3.521,-0.964,-5.145,0.395,-0.301,-3.368,-0.737,4.966,-1.35,1.61,-1.677,-1.335,-0.731,-0.726,-4.219,0.723,-1.156,2.509,0.745,-2.487,-3.297,-2.878,1.644,3.991,0.578,-2.151,-0.337,6.591,-5.499,1.526,-0.335,3.759,-3.629,-1.972,-1.131,5.281,-4.356,1.427,-0.879,3.117,0.214,2.509,0.377,0.904,3.854,-4.303,0.919,-1.662,0.516,-3.928,1.742,1.971,-2.088,-2.362,1.018,2.04,0.32,1.749,-1.838,-0.606,-0.404,3.785,0.683,2.62,-0.622,-6.061,-0.923,-1.737,3.319,-3.478,-4.792,-0.849,3.022,-3.039,1.206,2.388,2.084,0.013,-1.538,-2.291,-0.971,2.141,4.777,-3.533,-3.122,-0.857,-3.362,-1.368,-1.089,0.49,-3.412,-5.284,1.057,-0.282,-0.137,1.95,-1.989,-5.371,-0.631,-1.134,0.248,-2.067,1.559,0.116,-2.239,-1.611,-1.311,2.09,-1.798,0.025,2.256,0.125,-2.188,-1.587,-0.264,0.936,-1.453,-1.587,0.418,-0.574,2.71,-1.114,-0.511,-0.066,0.367,-1.324,-0.173,-2.348,-1.709,12.35,-3.38,3.942,-2.376,-3.352,-2.242,-0.618,0.982,-2.992,-2.429,2.175,-4.56,-0.178,-1.789,-0.697,-3.176,-2.289,2.226,1.138,0.942,-0.854,0.105,0.251,2.666,3.706,0.62,-2.609,-0.181,2.026,-0.997,8.064,12.386,6.136,6.026,5.249,20.017,12.628],"base_top":[[4350,26.269],[27336,21.838],[2053,20.889],[760,20.124],[248068,20.017],[332,19.419],[3710,18.887],[13962,18.866],[16,18.548],[10621,18.133]]},"positions":{"tokens":[4350,2919,90162,11,424,35456,287,264,9956,2222,494,264,14058,1528,310,264,6235,1528,13,5514,369,264,2923,13909,28253,29006,314,1092,13273,25,271,16,13,220,2972,39346,15272,92217,561,9039,314,279,2919,40664,430,424,32480,1083,9561,13,2332,5129,42900,7035,11,411,8311,506,2972,15,29922,318,18,17,56498,31230,466,2972,18,17,56498,318,15,29922,215495,198,17,13,220,2972,22238,10079,92217,9664,33470,303,279,14058,1528,513,5467,3658,539,33536,25521,11,10377,1070,310,3166,321,6195,13,3095,781,28953,11,1439,33536,25521,1304,264,31768,11,12017,22718,52448,5759,13,1061,25278,8623,82,279,6977,314,279,33470],"text":["When"," water"," freezes",","," it"," undergo","es"," a"," phase"," change"," from"," a"," liquid"," state"," to"," a"," solid"," state","."," Here"," is"," a"," step","-by","-step"," breakdown"," of"," what"," occurs",":","\n\n","1","."," "," **","Temperature"," Drop","**:"," The"," temperature"," of"," the"," water"," decreases"," as"," it"," transitions"," into"," ice","."," At"," standard"," atmospheric"," pressure",","," this"," happens"," at"," **","0","°C"," (","3","2","°F",")**"," or"," **","3","2","°F"," (","0","°C",")**.","\n","2","."," "," **","Structure"," Change","**:"," Water"," molecules"," in"," the"," liquid"," state"," are"," held"," together"," by"," hydrogen"," bonds",","," allowing"," them"," to"," move"," and"," flow","."," When"," they"," freeze",","," these"," hydrogen"," bonds"," form"," a"," rigid",","," hex","agonal"," lattice"," structure","."," This"," arrangement"," restrict","s"," the"," movement"," of"," the"," molecules"],"proj":[[2.632,-3.5435,11.6185,13.7747,-2.5505,-1.1695,0.181,-0.919,0.0376,-1.9819,0.3154],[-0.2591,-1.9358,9.2228,21.2079,-1.8961,-0.8493,0.1884,-1.535,0.0532,-2.2393,-0.1454],[-0.8759,0.0106,6.729,16.3336,-1.2897,-0.6054,1.6435,-1.4407,-0.2039,-1.8769,-0.1183],[-1.4901,-2.1168,6.1191,18.8915,-1.0692,0.2214,-1.3767,-1.9908,-0.3211,-3.0213,0.075],[1.4111,-3.2132,5.1031,16.8595,-3.1698,0.2967,-0.0487,-1.9618,-0.0064,-2.529,0.0095],[0.779,0.0332,4.3945,14.2279,-1.9167,0.6578,1.4017,-1.2258,0.0699,-2.0157,0.244],[1.0887,-1.2936,6.012,14.9676,0.2132,0.7989,3.286,-1.2699,0.0686,-2.0219,-0.0231],[0.9652,-1.9317,3.913,14.2787,-0.4066,0.9061,2.6567,-1.1061,-0.0755,-2.0782,-0.0438],[-0.4587,-1.9809,4.4063,13.2752,0.2246,0.8938,1.6815,-0.6888,-0.0151,-1.0954,-0.1191],[-0.0481,-1.3267,7.1345,17.1459,-0.2069,1.8121,-0.4948,-0.6564,-0.1407,-1.6118,-0.0923],[-0.686,-2.3861,4.8339,16.5921,-0.5609,1.1648,-0.7068,-1.4528,-0.3997,-3.0126,-0.152],[-0.1222,-2.6446,6.1591,16.1489,-2.041,-0.9197,1.7511,-1.7454,-0.1112,-2.6447,0.0336],[-1.6447,-1.5072,5.6361,14.5132,-1.8362,-1.3815,1.111,-1.4342,-0.2465,-1.9864,-0.2548],[-2.206,0.3887,6.7848,16.7413,-1.965,-0.4963,3.0131,-1.0764,-0.5573,-2.5945,0.0444],[-2.8196,-0.7752,7.7066,19.3318,-0.7241,1.3547,2.0179,-1.4571,-0.4817,-2.9088,0.0524],[-0.3988,-0.2994,5.434,16.0869,-1.0609,0.5249,1.1648,-1.434,-0.1137,-2.6981,0.1521],[-1.2653,0.7308,5.7237,15.5142,-0.9951,-0.2663,0.5142,-1.4561,-0.239,-2.053,-0.0556],[-2.3258,0.5865,6.0582,16.7714,-1.4165,-0.1268,1.0393,-1.2993,-0.4536,-2.4291,-0.3856],[-1.8886,-0.3174,3.9311,16.1474,-1.3257,-0.2877,0.5478,-1.5937,-0.8291,-2.9731,-0.0085],[1.8497,-5.3675,3.9214,13.6792,-1.4476,1.5992,1.6609,-1.9319,-0.031,-2.0127,0.1809],[-0.6846,-2.1358,5.1515,16.379,-1.5097,-0.1613,2.6522,-1.4849,-0.0793,-2.116,-0.106],[-0.0997,-2.9743,7.4129,19.0616,-2.5157,1.3278,1.0447,-1.5637,-0.3115,-2.4718,-0.0738],[-2.7315,-3.0466,7.9695,18.8173,-0.6867,0.1609,0.6829,-1.207,-0.6948,-1.4511,0.2041],[-1.8535,-1.8653,8.8127,16.8244,-1.5468,-1.7224,3.1393,-0.8008,-0.5479,-1.4171,0.6376],[-3.0417,-2.447,9.0713,18.2158,-1.7572,-0.033,0.5289,-1.1359,-0.5879,-1.1713,0.4284],[-1.5773,-2.1499,7.8326,17.3504,-0.8307,-0.1292,0.7533,-1.4511,-0.601,-1.2434,0.4325],[-1.0146,-2.7115,6.5631,18.1436,-2.1547,1.9081,1.2469,-1.9079,-0.3397,-2.1703,0.2219],[0.4955,-1.8695,6.9308,18.4858,-3.3688,0.7313,1.1405,-1.5979,-0.0083,-2.0914,-0.0807],[-2.1611,-2.4574,6.1908,16.887,-2.7772,0.2212,0.0815,-1.4127,-0.125,-1.6743,-0.2835],[-2.38,-2.2804,5.3755,17.5567,-2.5599,0.4131,0.8503,-1.9066,-0.0981,-2.4885,-0.0533],[-0.5885,-3.413,7.1791,18.4134,-3.4494,-1.4604,0.5097,-1.5729,0.088,-2.2192,0.1047],[0.6762,-4.2682,10.4235,14.9545,-3.9556,0.1292,-0.2638,-0.9307,-0.1018,-1.6016,0.1738],[-1.4526,-2.7325,7.1467,15.2685,-1.6961,-1.721,-1.4346,-1.1792,0.0513,-1.906,0.2296],[0.3587,-2.5745,4.3215,10.8809,-1.3124,-0.3095,1.3649,-0.2966,-0.2453,-1.0603,0.1003],[1.2568,-1.5803,4.2674,11.2184,-1.7481,1.1055,1.3738,-0.4597,-0.199,-1.0886,0.2331],[1.8619,-1.5524,4.8891,7.4965,-0.4896,0.8364,0.6664,-0.1124,-0.108,-1.0335,0.2043],[1.2955,-0.3448,4.641,12.5842,1.1446,2.4614,0.3036,-0.5164,0.0484,-1.3426,0.5686],[0.5178,-2.5171,6.4054,16.4156,-0.9585,0.8353,2.8499,-1.1476,-0.1741,-2.1617,0.5444],[2.6477,-3.1474,4.757,14.6669,-1.1872,-0.0918,3.1886,-1.2322,-0.2054,-1.8766,0.276],[1.282,-2.9517,5.4377,16.7063,-1.8472,-0.6632,3.7674,-0.6501,-0.3217,-1.4703,-0.0984],[0.1715,-0.7605,6.1754,16.5907,-0.1133,0.1596,1.3658,-1.0487,-0.2287,-2.017,0.3492],[0.5173,-1.3766,7.8796,19.3457,-2.6049,-0.3964,0.8351,-0.9994,0.2185,-2.4814,-0.0666],[-0.4573,-1.1299,7.9584,19.3611,-2.6949,-0.2956,1.4354,-0.6533,-0.1334,-1.826,-0.1555],[1.098,0.7904,3.3967,10.8592,-1.5546,0.3837,0.7076,-0.8116,-0.3447,-1.7467,0.2459],[1.241,-1.5092,4.2979,14.2384,-0.5639,0.1943,2.9988,-1.7995,-0.181,-2.8046,0.3349],[0.4632,-1.7048,5.326,16.024,-2.1745,-0.7781,1.0966,-1.5871,-0.0255,-2.0045,-0.0901],[0.2065,2.0595,3.7192,11.85,-0.7984,0.8919,1.6253,-1.136,0.0252,-1.8062,0.2504],[-0.7627,-0.5392,6.2233,18.2824,-1.4567,0.0138,1.006,-1.2852,-0.084,-3.037,-0.0864],[-0.139,0.6864,6.7896,16.814,-1.1755,-0.0118,1.0859,-1.6227,0.0796,-2.1633,0.1051],[-1.4778,0.5092,6.6113,17.3073,-0.0806,-0.224,1.3154,-1.2871,-0.5185,-2.4683,-0.012],[2.9518,-2.337,3.0178,12.1004,-0.6687,0.6507,3.706,-1.9137,-0.1185,-2.0062,0.3767],[0.5237,-0.3788,4.7668,11.1931,-0.3216,1.2515,1.7913,-1.6978,0.3639,-2.5692,0.4973],[-0.6119,2.1123,5.4826,14.1007,-0.3093,1.157,0.5818,-1.8933,0.1828,-1.3496,0.1528],[-1.1721,0.1001,7.3823,18.6506,-0.1426,0.2252,2.1395,-1.79,0.3083,-1.4284,0.1994],[-0.9201,-1.1863,6.7706,18.3359,-0.0939,-0.4246,1.3976,-1.5878,-0.3179,-2.591,0.0944],[0.7793,-1.0142,5.2431,14.2172,-1.7107,-0.6652,1.4558,-1.9231,0.0288,-2.2151,0.1908],[-0.4152,-0.3516,5.5263,14.9134,-0.4069,1.2915,2.7233,-0.7216,-0.3586,-1.9583,-0.0631],[-0.1379,-1.2399,6.1501,15.6785,-0.6458,1.0552,3.1849,-1.5476,-0.2164,-2.4741,0.4138],[-0.3686,-0.8365,5.6185,13.496,-1.0932,0.8522,3.1295,-1.6575,0.2183,-2.4364,0.3579],[0.3796,-0.6473,11.0472,8.7645,-0.5561,0.769,3.4655,-0.7521,0.0144,-1.1748,0.2517],[-1.2455,-1.8861,3.2552,8.0494,0.5613,0.0842,1.8573,-0.6398,-0.1652,-1.1587,-0.0728],[-1.4324,-2.4868,7.6951,16.8904,-1.3626,-0.1435,2.9935,-1.5808,-0.4419,-2.1742,-0.1571],[-0.9733,-2.2736,11.5472,10.2797,-2.2171,-1.8052,1.8855,-0.8766,-0.21,-0.9578,-0.1544],[-1.4179,-2.8893,7.5464,12.4535,-0.1212,-0.1315,0.9668,-0.774,0.1695,-0.7165,-0.5717],[-1.49,-2.2461,6.4378,10.7407,-0.8585,-0.8523,1.3544,-0.6373,-0.2234,-0.9008,-0.2095],[-0.2756,-0.8703,5.7815,14.2848,-2.0282,-1.4022,2.2691,-1.4349,-0.4604,-1.7772,0.1452],[-0.8629,-1.1863,6.0297,16.6739,-1.6602,-0.9697,2.5749,-1.7102,-0.3547,-2.8187,-0.2018],[-1.3708,-1.9473,6.5498,13.2965,-1.4531,0.0782,3.3474,-1.709,-0.0391,-1.9691,-0.0448],[-0.9156,-2.0507,11.6144,7.873,-1.7144,-0.2103,3.0532,-0.295,0.0386,-0.5358,0.0537],[-1.2357,-2.5875,7.066,11.094,-0.5326,-0.2622,1.0029,-0.3611,0.0905,-0.7478,-0.4877],[-1.6547,-3.3078,5.7499,10.4795,-0.9159,-1.2051,0.8446,-0.3498,-0.0159,-0.4507,-0.4039],[-0.8268,-2.8168,5.6093,14.3408,-0.7749,-0.5805,3.2569,-1.1659,-0.3594,-2.0776,-0.1146],[-0.3256,-1.4803,11.4077,10.024,-1.7161,-1.0588,2.3421,-0.6363,-0.2305,-1.4306,-0.646],[-0.1646,-2.0958,5.1023,8.6462,0.3318,-1.6757,1.0858,-0.5746,-0.1493,-0.8172,-0.2414],[-0.0802,-1.1887,5.7326,14.241,-1.7765,-1.58,1.6839,-1.5061,-0.446,-1.6217,-0.1298],[2.2475,-2.5201,4.0818,13.4762,-0.5098,0.5038,2.6042,-1.8654,0.1185,-1.8424,0.1516],[-1.2555,-2.1934,8.8216,14.9938,-4.1775,0.677,0.1396,-1.0659,0.0313,-1.5391,0.1301],[-2.5355,-2.4788,7.6117,16.4043,-1.4945,-0.4179,-1.1056,-0.9908,-0.1195,-1.8701,-0.0956],[-1.5192,-1.1369,6.6123,14.3321,-1.5178,-0.9072,2.6634,-0.5077,-0.1714,-1.2224,0.2446],[0.2532,-0.7502,3.6653,10.0851,-1.2561,1.0169,2.593,-0.42,-0.2361,-1.2693,0.2511],[1.17,-0.644,5.1053,7.7905,-0.4265,0.8034,1.3655,-0.1804,-0.2397,-1.3001,0.2386],[-0.6897,-0.5441,5.4696,13.6519,-0.7119,3.2587,0.5179,-0.5903,-0.108,-1.2864,0.3839],[-1.1874,-2.9633,5.3703,15.6055,-1.8308,1.4914,2.1862,-1.3751,-0.486,-2.0073,0.4379],[1.3229,-3.4936,4.0872,13.3325,-2.5678,0.5245,2.0523,-1.4221,-0.2911,-1.8649,0.2204],[-1.1286,-0.3085,5.5786,13.9958,-3.1747,-0.5817,2.1477,-1.4323,-0.4744,-1.9635,-0.0956],[-0.8663,-1.2127,4.524,11.5393,-3.9952,-0.0179,2.6349,-0.6846,-0.5901,-1.8506,0.3178],[-0.8054,-2.1823,6.1451,15.9312,-2.462,-0.9677,1.2579,-1.7657,0.1975,-2.3011,-0.2637],[-2.2265,-1.7657,6.4809,15.9871,-2.574,-0.9338,1.7956,-1.0311,-0.1621,-2.0057,-0.4278],[-1.7701,-0.1987,7.8345,17.293,-4.0219,-1.5611,2.8326,-0.7776,-0.3424,-1.9322,-0.329],[0.195,-0.0876,2.1891,5.5734,-3.8761,-0.8578,1.4877,-0.7529,-0.4242,-1.9532,0.0981],[-1.3181,-0.4523,3.2844,9.2091,-2.5421,-1.0103,1.1863,-0.9723,-0.38,-1.3172,-0.6165],[-2.16,-1.6775,5.4388,15.6808,-4.2238,-1.1181,1.1517,-1.132,-0.2305,-1.5861,-0.5613],[-1.1157,0.5213,3.3181,11.3388,-3.3036,0.4506,1.7778,-1.4225,-0.1741,-1.7605,-0.5334],[-0.9847,1.0074,2.7093,10.3403,-2.2024,-1.0714,1.0344,-0.8422,-0.1413,-1.0633,-0.3551],[-2.3572,-0.8344,7.5104,17.6155,-1.5975,0.2324,1.2598,-0.9058,-0.2365,-1.3187,-0.573],[-1.0401,-0.9947,3.9178,14.7,-3.5915,0.3414,1.6385,-1.0232,-0.3121,-2.0899,-0.658],[0.0878,-1.6278,3.6873,12.6933,-4.1071,0.1237,1.4844,-1.0222,-0.4,-1.9298,-0.3086],[-1.2284,-1.9934,4.7654,14.1027,-3.1127,-2.674,1.6296,-1.3409,0.0255,-1.4226,-0.3547],[-1.9355,-1.3429,4.8483,13.0802,-2.5297,0.6125,2.6882,-0.479,-0.3463,-1.588,-0.1825],[-0.0458,-0.5661,3.3466,8.7473,-2.9402,0.6679,1.697,-1.0169,-0.2758,-1.7586,-0.0043],[-2.553,-2.0913,5.2007,13.6971,-2.4064,-1.3134,-0.0146,-0.8506,0.0321,-1.6016,-0.0187],[0.6558,-0.6629,3.4051,10.3903,-3.1627,0.2729,1.3448,-1.2279,-0.2069,-1.7736,0.1057],[-1.6811,-1.5451,3.323,11.9621,-2.9132,-1.5979,0.2263,-1.4013,0.1771,-2.1995,-0.2621],[0.5354,-3.8746,5.6908,14.9829,-1.7956,0.9679,2.2661,-1.3757,-0.2476,-2.1525,0.0398],[-0.4409,-1.1553,5.4268,14.6209,-1.6676,0.3621,0.6444,-1.5258,-0.205,-1.8973,-0.1905],[-0.5079,0.8373,4.4096,12.5029,-2.0288,0.3164,3.234,-1.1202,-0.221,-2.0987,0.0374],[-1.9464,-1.5121,4.8308,17.1621,-1.62,0.2737,-0.2035,-1.2518,-0.1446,-2.4261,-0.0802],[0.1401,-1.1226,2.6685,13.0011,-2.5932,-0.0229,0.2701,-1.4205,0.0094,-1.652,-0.2],[-1.5665,0.0456,5.0757,14.9415,-1.817,-0.8607,0.8571,-0.78,-0.1405,-1.2191,-0.5028],[-2.4069,-0.9066,6.689,16.3156,-2.1073,-0.0454,2.6013,-0.7077,-0.2613,-1.2974,-0.5979],[-0.6613,0.6499,4.0549,10.1518,-3.1229,1.2482,2.6049,-0.8333,-0.3247,-1.9981,0.1638],[-1.2313,0.2639,1.5898,11.4093,0.564,0.5018,2.658,-0.9133,0.1911,-2.1604,-0.2113],[-2.021,-0.0508,2.0974,9.0124,0.4615,0.1402,2.3269,-0.629,0.1399,-1.4331,-0.2016],[-2.461,-0.5831,4.6245,11.2061,-1.0027,0.1992,1.8053,-0.3961,-0.3254,-1.7115,0.0033],[-2.8245,-0.2274,3.1523,9.9496,-1.3691,0.4826,3.2594,-0.7002,-0.252,-1.5417,-0.0842],[-0.3904,-1.9728,5.1751,9.9053,-0.9249,0.8196,2.9848,-0.6708,-0.3454,-2.1263,0.3236],[-2.3691,-0.293,4.6002,11.1612,-1.0798,0.4584,3.1054,-0.5029,-0.6604,-1.6885,-0.2654],[-2.0662,-0.7645,5.4058,16.3009,-1.9664,0.229,1.1496,-0.8393,-0.6418,-2.5646,-0.5052],[-2.027,-0.507,4.3174,15.1173,-1.655,0.3371,0.7966,-0.884,-0.365,-2.3859,-0.495],[1.7203,-2.4864,3.5657,15.3489,-2.1282,0.1273,1.0868,-1.2227,-0.0824,-1.5505,-0.2711],[-0.6438,0.4427,4.4324,14.4179,-2.1874,0.4216,1.1969,-0.713,-0.2439,-1.7485,-0.5399],[0.4875,1.2873,3.6121,12.2828,-2.3706,1.114,1.1134,-0.93,-0.2894,-1.9579,-0.1329],[-0.8024,-1.8948,6.4386,16.3467,-1.4139,-1.0027,1.0285,-0.9286,-0.0869,-1.5435,-0.2994],[-1.0596,-1.831,5.4302,15.8997,-2.3837,-1.8872,0.2305,-0.9039,-0.1166,-1.4206,-0.3525],[-1.0026,-1.7321,4.6706,14.0131,-1.6418,-1.9059,0.9249,-0.5749,-0.3088,-1.028,-0.3744],[-1.1714,-2.3142,6.9342,20.2055,-2.3264,0.1484,-1.3698,-1.1425,-0.2251,-2.5042,-0.2506],[-0.604,-2.3647,6.1314,19.5696,-3.65,-0.3507,-0.0372,-1.3026,0.2237,-1.6888,-0.521],[-1.1618,-2.4185,6.217,18.5823,-3.2248,-0.3155,0.7182,-1.0797,-0.1244,-1.2753,-0.6106]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"When water freezes, it undergoes a phase change from a liquid state to a solid state. Here is a step-by-step breakdown of what occurs:\n\n1.  **Temperature Drop**: The temperature of the water decreases as it transitions into ice. At standard atmospheric pressure, this happens at **0°C (32°F)** or **32°F (0°C)**.\n2.  **Structure Change**: Water molecules in the liquid state are held together by hydrogen bonds, allowing them to move and flow. When they freeze, these hydrogen bonds form a rigid, hexagonal lattice structure. This arrangement restricts the movement of the molecules","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":4350,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"When water freezes, it undergoes a phase change from a liquid state to a solid state. Here is a step-by-step breakdown of what occurs:\n\n1.  **Temperature Drop**: The temperature of the water decreases as it transitions into ice. At standard atmospheric pressure, this happens at **0°C (32°F)** or **32°F (0°C)**.\n2.  **Structure Change**: Water molecules in the liquid state are held together by hydrogen bonds, allowing them to move and flow. When they freeze, these hydrogen bonds form a rigid, hexagonal lattice structure. This arrangement restricts the movement of the molecules","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":4350,"identical_to_original":true}}},{"id":"prose2-15","set":"prose_qa2","cohort":"prose","family":"prose","action":"prose","ambiguous":false,"renamed":false,"expected":"fluent prose (128 tokens, no literal, no tool call)","system":"Follow the user instruction exactly.","user":"Describe how an election works in a democracy.","tools":[],"prompt_tokens":32,"decision":{"rms":0.3377303707399907,"sumsq":116.79826259985566,"hb":[0.0223,0.00501,-0.55372,0.03377,-0.31899,-0.02391,-0.29845],"lse":23.664190975140606,"logits":[13.859,16.404,9.721,14.151,10.614,8.565,5.854,7.868,6.949,5.921,6.63,10.022,18.955,13.023,11.719,17.354,18.443,12.542,11.948,13.219,14.305,12.309,13.441,12.603,14.276,12.996,13.411,14.223,11.449,14.129,13.015,10.486,8.196,8.252,5.465,5.744,7.196,7.807,6.13,5.474,8.823,7.175,3.488,10.607,5.798,6.339,3.57,9.646,3.147,19.248,1.888,2.041,1.283,3.485,4.545,6.187,1.229,7.645,14.165,7.018,1.608,22.523,4.597,3.974,3.15,3.045,1.941,13.441,-2.191,19.967,5.486,4.131,15.299,-1.459,16.157,2.703,10.03,4.475,6.116,9.137,11.512,3.168,8.112,13.35,14.555,8.862,2.285,4.218,8.527,5.857,1.61,8.078,19.632,8.045,3.896,14.0,14.551,-2.814,2.224,1.501,11.072,9.614,-1.276,3.43,2.021,12.669,16.286,3.024,8.121,14.266,6.939,7.443,13.578,6.764,14.306,13.297,14.815,6.763,10.481,2.532,23.08,10.217,16.4,13.779,15.988,3.864,1.155,11.932,6.161,8.303,-1.065,7.405,-1.084,5.761,9.956,3.8,5.506,15.313,-2.121,12.978,8.868,13.9,13.834,6.317,-2.598,5.737,13.364,1.036,14.121,3.305,-2.689,9.612,2.436,7.441,10.164,3.065,5.333,1.051,7.298,14.729,9.805,0.038,11.04,3.528,12.565,1.336,4.689,1.528,-7.136,4.822,14.668,15.201,16.84,9.383,4.024,0.182,3.933,12.066,12.735,5.766,10.039,4.909,2.034,-0.841,9.052,10.356,7.186,10.782,-1.684,17.432,12.529,0.318,15.451,-0.222,1.842,3.976,10.955,12.743,5.79,1.499,16.977,9.051,9.187,4.169,12.085,7.58,5.698,4.133,2.437,14.973,1.074,11.657,11.336,-0.28,6.399,3.801,-1.984,-3.649,0.86,8.784,5.878,7.579,6.594,0.379,2.929,7.824,5.65,0.959,-0.472,6.376,3.122,-4.245,-0.231,8.342,9.236,9.858,5.428,12.756,8.847,10.724,4.369,-0.399,7.16,3.636,-2.371,7.511,-1.731,-6.451,7.054,11.125,0.418,4.014,12.057,11.844,8.129,-5.803,6.703,8.245,10.345,17.818,5.75,7.773,4.351,-1.72,0.248,2.106,0.525,12.178,4.259,17.111,-3.198,-0.004,0.827,3.853,-1.552,9.089,8.009,0.968,11.026,-2.551,4.664,10.74,2.419,6.488,12.446,8.741,-0.126,1.838,13.752,10.038,-1.531,8.927,9.792,3.997,6.892,7.357,5.686,10.394,14.353,10.235,14.36,8.686,1.802,12.971,7.817,8.79,2.645,6.205,-2.526,11.926,10.61,3.01,14.729,10.405,-0.638,-4.588,14.267,2.069,-4.498,-2.753,3.09,10.502,4.944,9.409,2.819,8.151,-3.267,-2.13,11.764,13.037,16.29,2.749,3.545,12.006,9.556,2.267,14.283,-1.792,-1.952,10.306,-1.985,6.21,4.022,6.088,3.359,6.0,7.731,-0.701,3.068,-2.23,5.955,0.397,-3.089,-2.26,-1.999,14.332,7.172,17.538,9.044,9.198,-2.118,7.247,-1.968,1.164,10.407,3.147,6.433,2.248,-0.644,0.216,12.592,5.404,-1.245,8.24,15.641,-3.019,12.509,14.688,8.389,16.468,3.952,0.476,13.03,-1.451,8.189,6.757,3.016,-1.24,-0.445,7.357,14.831,6.843,6.662,15.994,-0.764,8.394,10.131,6.266,2.134,-1.507,2.825,-0.491,8.417,10.551,16.527,-2.323,6.446,8.662,-2.736,-0.975,11.869,8.723,-1.844,-0.347,11.054,12.797,-3.254,6.988,10.11,7.669,6.111,10.541,0.173,0.393,0.303,11.815,-0.02,-0.112,10.617,-4.4,12.616,12.544,-2.875,7.315,-2.918,4.14,6.164,4.103,8.199,11.18,13.318,4.481,5.584,2.414,-0.48,1.313,9.313,1.051,14.756,-1.204,14.728,-7.414,16.476,-5.606,0.04,-1.706,13.302,6.06,5.384,-2.71,3.125,13.484,2.082,8.468,6.363,5.015,-3.437,1.228,9.655,7.762,6.296,15.668,7.994,-4.044,-2.991,-0.029,-0.049,11.304,12.654,-2.318,4.752,8.241,12.889,3.926,10.063,12.235,-1.412,2.586,15.159,12.219,6.776,-1.579,19.069,-1.611,5.089,9.316,11.825,-0.343,9.638,-0.677,5.621,2.109,6.856,18.139,-3.9,8.244,2.482,9.596,10.938,12.261,2.267,13.235,0.807,1.372,13.233,0.75,2.405,12.97,2.643,11.323,15.789,1.168,3.008,-3.802,2.688,8.288,-1.973,-5.06,6.109,6.199,4.312,10.879,1.852,1.258,-0.348,3.015,1.624,-3.54,6.386,3.103,13.108,-5.29,-0.747,7.184,0.547,2.403,15.188,7.413,3.57,2.219,1.12,7.21,-1.135,2.109,3.389,13.608,-1.338,13.363,-3.693,9.357,9.482,0.15,-3.321,0.803,12.901,15.571,0.129,2.439,13.812,-0.093,1.313,3.368,-1.12,16.228,1.365,2.606,-3.233,10.364,0.59,-5.538,0.604,6.981,2.698,0.286,6.513,-6.836,4.55,0.515,0.938,-1.33,8.04,5.446,-1.554,4.757,0.123,-0.483,-4.171,-0.843,2.031,9.945,-0.498,14.675,14.203,6.927,11.561,13.06,6.381,0.895,-2.011,-1.462,9.514,2.134,6.378,15.234,-2.755,0.339,-1.553,3.829,8.519,10.426,13.174,0.795,4.151,1.475,7.698,14.982,8.648,7.593,0.881,0.14,2.28,3.345,-3.59,12.294,7.46,7.504,12.403,-3.587,-3.278,1.233,10.467,-2.23,8.171,10.582,8.159,14.411,9.671,-3.521,1.432,7.806,1.275,2.223,10.996,12.648,-0.41,-3.179,7.161,8.776,-0.401,4.493,11.374,7.083,7.551,9.942,-1.644,0.888,9.081,-0.151,12.594,10.758,-5.874,-3.366,3.85,10.256,-2.055,12.059,12.741,-3.182,-0.97,-2.839,0.051,2.181,3.409,10.511,1.031,-1.635,-3.978,10.698,7.168,12.902,2.811,11.468,16.234,11.411,-0.209,8.099,0.863,1.151,10.266,-0.801,10.322,2.537,-0.688,-0.324,9.969,-1.704,8.31,-2.104,-2.094,5.873,10.096,0.474,14.44,10.884,-2.394,0.962,2.867,-0.269,-3.107,1.415,-0.939,2.799,-0.651,-1.264,-0.802,11.061,-2.204,12.213,8.015,3.914,8.363,-1.255,-0.988,4.877,0.616,10.237,10.229,0.242,1.916,0.236,2.261,1.499,12.249,-5.879,12.23,-1.369,-0.329,0.848,11.764,1.129,-1.31,9.042,-1.474,2.897,7.593,-0.361,-1.506,-1.568,-0.126,0.634,-0.938,-3.539,-0.363,10.894,3.497,-1.064,-5.158,-0.784,-3.308,-0.224,3.456,-4.603,3.195,7.233,-2.064,0.91,10.643,8.683,-2.208,14.156,12.861,1.897,1.5,10.87,4.423,-0.725,12.211,-2.495,8.509,-1.332,7.402,-3.327,1.25,2.937,4.045,0.136,-2.386,0.41,5.233,7.259,-3.367,3.164,0.164,2.653,-2.222,1.901,4.519,-1.974,-1.885,-0.502,-0.027,1.294,-2.482,2.981,2.188,0.159,-0.681,1.693,-2.788,0.266,0.396,1.251,1.955,-1.557,2.118,-1.436,-1.973,0.241,3.852,-4.637,0.135,0.043,1.488,13.093,0.766,-2.363,-1.88,0.944,0.997,1.503,1.196,0.98,1.887,-0.441,-3.446,2.362,-2.438,-0.983,-3.046,1.596,2.61,0.699,3.209,0.257,-0.758,-0.135,6.613,-2.962,0.75,1.725,-3.424,3.894,5.376,-1.487,0.186,1.881,0.575,2.451,-1.887,-0.389,-2.531,-2.15,0.992,-1.954,-2.015,1.2,-0.271,1.095,4.683,-2.247,2.735,-1.455,0.884,-0.941,1.863,1.896,1.264,-3.618,2.413,-1.623,2.551,3.963,2.947,0.21,-3.655,3.668,-0.679,-0.008,-1.561,1.681,-6.741,-2.726,-2.826,2.832,-2.539,2.75,0.982,1.127,1.394,0.109,0.356,-0.598,-0.373,-4.863,2.276,-1.664,-0.498,-2.366,0.741,0.603,-1.712,-4.444,2.49,3.055,-2.226,1.063,-2.721,0.259,-0.851,1.872,-0.338,0.018,1.964,-3.753,-1.865,-1.016,5.286,-1.863,-2.456,3.514,-1.824,-1.024,-1.782,2.791,2.108,-0.216,-0.575,-0.779,-2.131,0.469,3.626,-2.763,-2.068,-1.398,-3.418,-1.678,-1.005,-0.055,-4.006,-4.578,1.76,-0.096,0.381,-0.715,-1.372,-6.582,-0.961,-5.499,-3.599,-2.671,-0.458,-1.663,-4.079,-4.232,-1.89,1.645,-0.75,-0.954,4.544,-0.542,-4.153,-0.752,-1.807,0.542,-3.923,-1.801,1.092,-1.426,0.463,-2.182,-0.455,1.08,4.259,-2.358,-1.398,-0.964,-4.634,12.635,-2.08,3.231,-4.776,0.044,2.534,-1.048,-0.335,-2.673,-1.503,-2.406,-3.134,-2.699,0.213,0.005,-2.025,-1.676,2.536,-0.096,-0.976,-2.117,-1.984,-0.003,1.775,1.554,0.106,0.949,-1.707,-0.606,-0.086,6.076,10.236,-0.171,4.005,4.618,16.054,8.32],"base_top":[[2014,23.08],[623,22.523],[760,19.967],[1206,19.632],[332,19.248],[28371,19.069],[32,18.955],[36,18.443],[30949,18.139],[7732,17.818]]},"positions":{"tokens":[2014,6028,303,264,18931,369,264,15346,16456,539,864,9977,3186,22409,310,2485,279,1528,13,1049,25224,383,279,16988,421,279,1208,513,279,43775,10872,11,321,836,668,369,279,2450,314,4788,2279,13,561,1817,8524,10695,1439,1328,17102,25,271,13962,220,16,13,561,29303,25,561,23614,198,760,1817,11690,948,264,8871,466,264,1809,314,10853,318,64,4464,8,14387,3213,12320,303,264,3050,6028,10458,13,1061,369,5802,2725,1472,264,2972,29157,93868,1332,11370,6113,836,47015,303,22471,29643,7247,13,561,2961,513,12076,539,264,8358,10872,11,1680,430,264,29643,7803,466,264,22471,6028,4998,13,271,13962,220,17],"text":["An"," election"," in"," a"," democracy"," is"," a"," fundamental"," mechanism"," by"," which"," citizens"," select"," representatives"," to"," govern"," the"," state","."," It"," operates"," on"," the"," principle"," that"," the"," people"," are"," the"," sovereign"," authority",","," and"," their"," will"," is"," the"," source"," of"," political"," power","."," The"," process"," generally"," follows"," these"," key"," stages",":","\n\n","###"," ","1","."," The"," Trigger",":"," The"," Poll","\n","The"," process"," begins"," when"," a"," candidate"," or"," a"," group"," of"," candidates"," (","a"," party",")"," wins"," enough"," votes"," in"," a"," specific"," election"," cycle","."," This"," is"," usually"," done"," through"," a"," **","poll","**,"," where"," voters"," cast"," their"," ballots"," in"," designated"," polling"," places","."," The"," results"," are"," recorded"," by"," a"," central"," authority",","," such"," as"," a"," polling"," station"," or"," a"," designated"," election"," office",".","\n\n","###"," ","2"],"proj":[[2.9898,-2.7157,8.4998,10.1793,-1.5581,0.8106,2.2362,-1.1125,-0.1153,-1.0231,0.5771],[-1.6412,-0.4002,8.4073,17.0603,-1.3037,-0.2908,2.246,-1.5499,0.1918,-1.4085,0.0683],[-2.0325,-0.7675,7.1831,18.7887,-1.7499,-0.0529,-0.1835,-1.4097,-0.3454,-2.2415,0.1349],[-1.3284,-2.7241,8.723,19.5448,-2.5782,-0.2378,-0.2523,-1.6991,0.762,-1.72,0.39],[-2.5775,-0.7175,8.4768,16.6888,-2.7517,-0.3189,0.2782,-1.3255,0.7885,-1.2237,0.4069],[-0.4109,-1.182,6.2358,16.0068,-1.931,-1.4079,0.4818,-1.2744,-0.1328,-2.1,0.2802],[-0.3348,-1.2774,5.3932,15.9052,-0.8928,-1.2679,1.2063,-1.4738,0.0147,-1.8425,0.3115],[-1.0634,0.7866,3.0284,11.2273,-0.4929,-1.277,2.0003,-1.206,0.1396,-0.7245,0.5161],[-1.9738,-0.0633,5.4762,13.5344,-1.419,-1.4387,1.1499,-1.2885,-0.0108,-0.8543,0.6239],[-0.4604,-1.4028,6.2762,17.4295,-2.233,-0.2844,-0.2949,-1.1135,-0.0594,-1.6218,0.4461],[-1.2086,-1.592,5.1636,16.0071,-1.7378,-0.8918,0.9499,-1.1847,0.2337,-1.6694,0.007],[-0.0589,-0.2502,4.07,13.3032,-1.7202,-1.869,0.0181,-1.5944,0.2709,-1.4801,-0.0784],[0.1774,-0.2836,3.8336,10.0365,-1.1118,-0.4123,2.6233,-1.002,-0.2355,-2.0332,0.3823],[-2.3739,0.2099,4.8429,13.1674,-2.1594,-1.3613,-0.0975,-1.4301,0.3656,-1.3938,0.1392],[-1.1963,0.2552,5.1309,14.9308,-1.6267,-1.3925,0.2757,-1.7124,-0.1746,-1.9189,0.1643],[0.1061,0.1667,4.9508,12.4414,-1.9862,-0.7552,2.5581,-1.8262,-0.1339,-2.1211,0.9776],[0.5139,-0.4644,6.0133,17.1187,-1.9711,-1.8984,0.4443,-2.2671,0.6715,-1.9003,0.3044],[-0.5054,0.0391,6.7719,16.2762,-1.8092,-1.3368,0.4459,-1.7455,0.6848,-1.3959,0.2936],[-0.3893,0.6079,5.292,15.9515,-2.1737,-1.5042,0.5255,-2.1781,0.2013,-2.1331,0.415],[2.8579,-3.7507,4.5736,13.7559,-1.6242,-0.0831,0.291,-2.0712,-0.0911,-1.6861,0.66],[0.2496,0.1204,5.7023,16.3542,-3.131,-1.1584,0.126,-1.4525,-0.3036,-2.2315,0.47],[0.9813,-2.0274,5.7097,16.6985,-3.0799,-1.0942,1.2678,-1.4204,0.0804,-2.0544,0.4125],[-0.966,-1.4944,4.4813,15.4174,-1.623,0.3088,1.3612,-1.3699,0.356,-1.7689,0.6218],[-1.6363,-0.9715,4.2857,13.3969,-0.6817,-0.3881,2.1985,-0.8043,0.0577,-1.4334,0.3394],[-0.9298,-0.5681,6.1156,14.9874,-1.9188,0.0356,-0.5375,-1.1647,0.4217,-1.9989,0.8968],[1.3353,0.845,3.5105,10.4265,-0.96,-2.08,-0.3365,-1.8213,0.6314,-1.8789,0.2634],[-0.4239,0.7375,3.8411,10.3584,-1.1546,-1.5048,0.4471,-1.2321,0.4296,-1.2772,0.2258],[-0.3824,0.3379,4.7547,11.355,-1.9796,-0.581,0.7706,-1.3257,-0.1147,-1.9231,0.2465],[-1.3013,0.4337,3.0011,9.7832,-0.47,-0.1598,-0.1578,-1.4162,0.1659,-1.4925,-0.1312],[-1.6007,-0.0861,3.2276,8.0279,-0.9435,-1.0383,0.5482,-1.1991,0.1843,-1.4934,0.0449],[-0.9525,0.6107,6.6035,13.917,-1.6093,-1.6627,-0.2446,-1.5352,0.5003,-1.5069,0.2099],[-0.5087,-0.1958,5.9139,16.2078,-0.9015,-0.3662,-0.0592,-1.5519,0.2384,-2.1126,0.3167],[1.1775,-0.7198,5.1796,13.3091,-2.493,-0.5449,0.1728,-1.6588,0.0599,-2.3042,0.6317],[2.6038,-0.0295,3.4783,12.2039,-2.4658,-2.3597,0.7736,-2.1382,0.5213,-2.1216,0.3332],[-0.7441,0.1192,4.5323,11.578,-0.7268,-1.8705,1.4933,-1.3548,0.1569,-1.5547,0.4786],[-2.2308,0.212,6.004,14.4993,-1.1199,-0.1249,-1.3587,-1.5261,-0.0953,-2.2905,0.7131],[-0.9886,-0.3113,4.6623,13.5571,0.3629,0.649,-0.6552,-1.2347,0.0175,-2.0547,0.2472],[-1.1384,-0.6416,5.5764,12.4646,-1.7587,-1.3794,-0.1217,-1.3725,0.0384,-1.4741,0.4546],[-0.9146,-0.1454,7.0529,16.7687,-2.7208,-0.2319,0.3058,-2.0156,0.5218,-2.2737,0.8044],[-0.3529,0.1489,5.9278,14.8337,-2.1282,-1.1435,0.2672,-2.1954,0.7955,-1.6675,0.8583],[-0.9801,0.041,6.4074,14.8729,-2.2069,-1.0834,0.0945,-1.5467,0.9427,-0.7277,1.0459],[-1.1539,-0.0086,6.6317,17.6426,-2.2969,-1.3485,0.4672,-1.8411,0.2274,-2.2158,0.4732],[2.4376,-4.2341,4.1697,13.2159,-2.3139,-0.5615,1.4493,-1.968,-0.0522,-1.6744,0.6368],[-0.2485,-1.9713,6.7551,16.9798,-1.6314,-0.3405,1.7404,-1.5437,0.2284,-1.4235,0.4712],[0.1742,-0.3833,6.0759,16.4315,-2.5984,-1.4623,-0.8516,-1.4643,-0.257,-2.4013,0.4308],[-0.9088,-0.7587,6.4494,16.5251,-3.0602,-0.9016,-0.8186,-1.2244,-0.0968,-1.8486,0.4769],[0.3429,-3.7319,5.2182,17.3393,-2.9095,-0.268,-0.6157,-1.36,0.1775,-2.0815,0.3183],[-1.1656,-3.6105,7.6719,18.8555,-2.563,0.1961,0.8218,-1.2416,-0.1746,-1.3657,0.4376],[-1.6786,-2.9365,7.6752,18.6259,-2.8241,-0.997,-0.2015,-1.2325,-0.1751,-0.7413,0.5753],[-1.9,-2.6123,6.7924,18.8393,-2.6447,-0.72,0.0607,-1.7675,-0.234,-2.4487,0.616],[-0.8744,-2.5149,7.9997,18.8027,-2.9566,-1.8654,-0.1623,-1.3085,0.129,-1.7209,0.1762],[0.658,-3.9754,11.163,15.2712,-4.6175,-0.1536,-1.1978,-0.8884,0.1357,-1.2002,0.4039],[-1.1024,-2.6997,7.9474,16.916,-2.2647,-0.0286,-0.0789,-0.812,0.3156,-1.186,0.5846],[-0.7755,-2.2558,11.714,17.9861,-3.2967,0.1629,-0.9593,-0.5593,0.2796,-1.0367,0.3017],[-0.4937,-0.1174,5.1654,11.5104,-0.6541,-0.804,-0.4306,-0.9729,0.1615,-1.0387,0.348],[1.2928,0.3228,3.9598,9.4458,-0.6646,0.2107,0.5473,-0.7916,-0.1144,-1.016,0.5228],[1.3306,0.2137,4.2619,11.2636,-0.9613,-0.9172,-0.6965,-0.9126,0.0759,-0.9189,0.6488],[-0.6151,-2.1083,6.9857,18.3437,-2.8916,1.2204,0.9205,-1.0047,-0.1424,-1.6604,0.1892],[1.6776,0.4492,3.636,10.3728,-1.0186,-0.2848,1.5224,-0.877,-0.1184,-1.1796,0.4668],[1.271,0.6883,4.1478,10.8625,-0.8851,-1.4231,0.3941,-0.7013,0.0833,-0.7367,0.3302],[-1.4893,-0.0929,4.8771,13.6333,-1.7745,0.4105,2.7723,-0.6541,0.2782,-1.3238,0.1488],[2.4339,-2.9413,8.3462,11.8145,-2.3149,-1.1178,1.3057,-1.1722,-0.082,-1.5481,0.0389],[-0.373,-1.8284,5.3747,15.8243,-2.8024,-1.0555,1.5936,-1.1136,0.2152,-1.2421,-0.0098],[-0.0288,0.3054,5.1083,14.6975,-3.7688,-0.4316,-0.5329,-1.4883,0.0952,-2.0661,0.5078],[1.4063,-1.1731,5.3723,16.3094,-3.3733,-1.8086,-0.1761,-1.7218,-0.21,-2.3922,0.0847],[2.0411,0.0694,4.1889,14.1913,-1.9229,-0.834,-0.2479,-1.6052,0.3367,-2.0551,-0.3541],[1.334,1.3451,3.4819,12.9792,-1.5439,-1.578,-0.3535,-1.1912,0.2816,-1.0057,-0.1655],[0.5537,1.6069,5.1218,12.4392,-1.3338,-1.0387,0.5804,-0.8349,0.2941,-2.3856,0.1355],[1.0653,0.262,5.9161,14.0047,-0.9991,-0.2955,1.2647,-1.4954,0.7815,-2.0962,0.0737],[0.8758,0.9619,4.9328,12.5363,-1.419,0.3156,0.2749,-1.4699,0.634,-1.5668,0.2813],[0.0485,-0.3425,4.9989,13.3332,-1.4968,1.0629,0.8034,-1.014,0.6151,-2.6127,0.2055],[-0.1542,-1.0917,7.8659,17.5963,-2.6623,1.0438,-0.2502,-1.0976,0.8264,-2.3433,-0.478],[1.9835,1.5542,2.9279,6.7126,-1.4615,0.695,1.1234,-0.5907,0.3082,-2.4667,0.2145],[1.6654,-0.7909,8.2499,9.8684,-1.5989,0.9969,1.2451,-1.0553,0.5805,-1.4741,0.2827],[-0.0046,0.2541,6.1026,11.554,-1.6489,0.3911,1.1275,-1.2504,0.7853,-1.2999,0.4521],[-1.6217,1.0885,6.2217,14.4101,-1.7577,0.9735,2.0027,-0.9545,0.5475,-1.9672,0.4978],[2.2753,1.4999,3.2488,7.5469,-1.9373,1.0486,0.9785,-0.5668,0.3484,-2.3592,0.2677],[0.0767,0.9918,5.976,14.2046,-1.769,1.2445,-0.5354,-1.2317,0.299,-1.5108,0.1076],[0.5324,1.5945,4.718,12.3613,-1.6501,1.4522,-0.1358,-1.0638,0.2757,-1.508,-0.1665],[-1.0209,-1.1439,5.6869,15.8739,-2.0512,0.9631,0.4228,-1.4662,-0.3144,-2.3552,-0.3625],[0.1735,0.3599,4.5321,13.7473,-1.5779,-0.5166,0.0164,-1.2945,0.4927,-1.679,-0.057],[0.0817,1.3051,3.7503,12.4235,-1.0197,-1.234,-0.1161,-1.2185,0.2639,-0.9828,-0.0238],[0.1682,1.7846,4.1268,12.3747,-1.3636,-1.7994,-0.644,-1.1667,0.067,-1.2328,0.115],[-0.2659,0.513,5.1515,15.2722,-2.416,-2.2537,-0.6548,-0.9379,0.0675,-1.7103,0.0232],[-0.7002,-0.7204,5.8922,18.0874,-2.0333,-0.942,-0.0614,-1.4015,-0.0362,-2.3413,-0.4192],[3.5849,-1.9445,3.8961,13.3975,-2.7056,0.3452,-0.3858,-1.6159,0.1829,-1.7301,0.0661],[-0.1156,0.0917,5.5553,15.1647,-2.5686,-0.3739,0.5624,-0.5216,-0.1878,-1.385,-0.1156],[0.7506,-1.1776,4.7652,15.4061,-1.8582,-0.2108,0.8955,-1.1307,-0.0867,-2.4324,-0.0617],[0.7653,-1.674,5.125,14.2084,-1.0316,1.0,0.9358,-0.9365,-0.0861,-2.1555,0.0332],[-0.097,-0.6185,5.9697,16.8954,-2.2948,-0.0243,2.3089,-1.9715,0.07,-2.3746,0.156],[-0.2506,1.3211,2.7274,11.359,-1.0055,-0.6006,1.6364,-1.5223,0.0298,-1.7199,0.2345],[-0.5543,1.9611,2.5723,10.438,-0.5505,-1.5323,0.359,-1.3856,0.0958,-0.8386,0.179],[0.4001,1.217,8.3369,8.5531,-1.4477,-1.7961,-1.0247,-1.0672,0.311,-0.5807,0.2481],[-2.027,-0.2943,5.4534,15.9059,-2.0358,0.2595,1.9833,-1.247,0.0977,-1.9347,0.2628],[0.0927,-1.2588,5.5443,17.472,-1.3771,-1.3366,2.018,-1.574,-0.2754,-2.396,0.4737],[1.422,0.4212,4.1772,12.7916,-2.216,-0.5893,0.1679,-1.7147,0.4273,-2.1633,-0.3432],[2.0044,-0.3772,3.4044,8.0423,-2.197,0.1282,3.7478,-0.9857,-0.2004,-2.4136,0.1721],[-0.2659,1.467,6.4325,15.5525,-1.7993,-1.9999,-0.0694,-1.3362,0.1084,-1.5651,-0.3789],[-0.3008,1.9252,5.9864,13.5954,-1.2686,-1.3678,0.6824,-1.0326,0.067,-1.1152,-0.1305],[-0.1405,0.4107,3.8746,13.6969,-2.9031,-0.0142,1.8854,-1.6165,-0.1246,-2.581,-0.0149],[-0.355,0.6877,3.0127,11.5568,-1.6501,-0.6278,1.158,-0.9965,0.3158,-1.6618,0.0674],[0.2493,0.6463,4.3603,12.7201,-1.4284,-0.9109,-0.9011,-1.3029,0.2758,-1.6213,-0.228],[-1.2331,-0.7909,6.0108,14.7245,-3.0515,-0.5868,1.4419,-1.0685,0.3298,-1.7974,-0.3495],[-0.5635,-0.3413,4.7348,15.3102,-2.4244,0.063,1.7185,-1.6752,-0.1615,-2.7007,-0.1501],[2.8944,-1.5813,3.8334,12.8034,-1.1982,-0.2513,0.606,-1.5823,0.0382,-1.6034,0.1434],[0.354,0.7024,5.8795,15.5316,-1.2516,-1.9129,0.7261,-1.2537,0.0811,-1.6353,-0.2966],[0.4382,-1.936,6.0132,15.3471,-2.9937,-1.4381,-0.3058,-1.3452,-0.3037,-2.3658,-0.1629],[0.6296,-1.2408,5.7031,14.3071,-0.9657,-1.259,-0.0223,-1.1883,-0.1152,-2.1154,-0.3106],[-0.1902,-0.6974,5.4047,16.379,-2.1425,-0.8122,1.1858,-2.1927,0.0586,-2.5638,-0.3073],[0.6689,0.1372,4.8299,13.9334,-1.3008,-0.7967,-0.3567,-1.8987,0.5677,-2.0632,-0.1873],[-0.0153,0.8235,4.4946,12.608,-0.9339,-1.5816,-0.3361,-1.792,0.6331,-1.0464,-0.0476],[0.0232,0.5644,5.7239,13.4505,-1.1436,-1.0735,-0.4847,-1.6221,0.6859,-1.1561,-0.0822],[-0.4544,-0.5861,4.6594,16.4068,-1.4905,-1.066,-0.2702,-1.7718,0.1145,-2.6011,-0.3122],[0.1351,-1.47,5.2431,16.4325,-2.6431,-1.2205,-1.439,-1.6267,-0.2057,-2.6167,0.1667],[0.4106,0.2973,6.2899,17.8462,-1.3362,0.2639,1.3135,-2.407,0.6542,-2.2295,-0.0689],[1.2008,1.036,5.3563,14.5051,-1.0003,-0.6986,0.2684,-2.1537,0.7197,-1.8328,-0.0495],[0.0877,2.1834,5.2746,12.7949,-0.5756,-1.7783,-0.1934,-1.9582,0.5821,-0.8779,-0.0013],[-1.523,0.3489,5.8142,14.6816,-3.1218,-0.5138,1.2464,-1.0874,0.5174,-1.9013,-0.0855],[-1.2297,-0.2489,6.4411,15.8323,-2.3843,-1.6791,-0.7269,-1.718,0.6423,-2.2792,-0.0998],[0.9722,0.9009,5.1605,14.7926,-0.8745,-1.0263,0.0135,-2.1835,0.4004,-1.9138,-0.1441],[0.1921,1.2348,5.1602,13.4335,-0.9622,-1.6974,-0.4526,-2.1313,0.4317,-1.2754,-0.0268],[0.458,1.1888,5.663,15.1298,-2.2697,-1.2706,-1.0544,-1.9217,0.337,-1.78,-0.1687],[-1.6296,0.355,5.2935,13.9566,-1.7987,-1.3316,-0.0817,-1.0646,0.3936,-1.5719,0.0283],[-2.1226,-1.2753,4.9739,16.9319,-1.5951,-1.7411,0.7696,-1.661,0.212,-2.6793,-0.3491],[2.6885,-2.3823,4.0589,13.9094,-1.9698,-1.146,0.4671,-1.5406,0.0378,-1.6975,0.111],[2.2199,-3.0782,8.9517,14.0292,-4.421,-0.4229,-0.7966,-1.2224,0.1544,-1.5959,0.237],[-4.6073,-3.7016,10.4827,21.9345,-3.5792,-0.626,0.9401,-0.9199,0.211,-1.6097,0.2304],[-3.2187,-2.2322,11.181,16.7359,-3.4215,0.1731,0.9349,-0.7865,0.5192,-1.1762,0.1284]]},"outputs":{"original":{"run":"p36_v3_prose2_both","raw_output":"An election in a democracy is a fundamental mechanism by which citizens select representatives to govern the state. It operates on the principle that the people are the sovereign authority, and their will is the source of political power. The process generally follows these key stages:\n\n### 1. The Trigger: The Poll\nThe process begins when a candidate or a group of candidates (a party) wins enough votes in a specific election cycle. This is usually done through a **poll**, where voters cast their ballots in designated polling places. The results are recorded by a central authority, such as a polling station or a designated election office.\n\n### 2","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":2014,"identical_to_original":true},"g23v3":{"run":"p36_v3_prose2_both","raw_output":"An election is the primary mechanism by which a democracy selects its leaders and determines its government. In a democracy, citizens hold the power to choose representatives who can make decisions for the nation. The process generally follows these key steps:\n\n### 1. The Voting Process\nThe core of an election is **voting**. Citizens cast their ballots to choose their representatives.\n*   **The Ballot**: Each voter receives a physical or digital ballot containing their name, party affiliation, and the specific issue or policy they want to vote on.\n*   **The Count**: The voters cast their votes, and the results are tallied to","n_tokens":128,"decision":"prose","correct":true,"correct_strict":true,"false_call":false,"truncated":true,"first_token":2014,"identical_to_original":false}}}]}