Datasets:

s-nlp
/

popqa-olmo-3-7b-instruct-temp0.9-samples99-logprobs

id int64 6 6.56M	subj large_stringlengths 1 69 ⌀	prop large_stringclasses 16 values	obj large_stringlengths 2 57	subj_id int64 1 2.94M	prop_id int64 22 639	obj_id int64 1 2.94M	s_aliases large_stringlengths 2 4.52k	o_aliases large_stringlengths 2 1.4k	s_uri large_stringlengths 34 40	o_uri large_stringlengths 34 40	s_wiki_title large_stringlengths 2 68	o_wiki_title large_stringlengths 3 48 ⌀	s_pop int64 4 193k	o_pop int64 -2 1.63M	question large_stringlengths 16 93	possible_answers large_stringlengths 7 1.88k	ddg_search_results listlengths 0 5	all_completions listlengths 99 99	final_answer large_stringlengths 2 257	all_logprobs listlengths 99 99
4,222,362	George Rankin	occupation	politician	1,850,297	22	2,834,605	["George James Rankin"]	["political leader","political figure","polit.","pol"]	http://www.wikidata.org/entity/Q5543720	http://www.wikidata.org/entity/Q82955	George Rankin	Politician	142	25,692	What is George Rankin's occupation?	["politician", "political leader", "political figure", "polit.", "pol"]	[]	[ "Step-by-step reasoning: George Rankin was an American film and television actor, known primarily for his roles in western and drama films and TV shows.\nFinal Answer: Actor", "Step-by-step reasoning: George Rankin was an American actor known primarily for his work in radio and film during the 1930s and 1940s.\nF...	Actor	[ [ -0.0013256819220259786, -0.000007152531907195225, -0.00003683499380713329, -2.3841855067985307e-7, -0.0000014305104514278355, -0.04505177587270737, -0.0014519874239340425, -0.000007152531907195225, -0.9183059334754944, -0.6683059334754944, -0.26516684889793396, -0.0...
276,787	Scooter Braun	occupation	talent manager	111,929	22	169,656	["Scott Samuel Braun"]	"[\"artist manager\",\"band manager\",\"music manager\",\"musician manager\",\"manager\",\"pop entre(...TRUNCATED)	http://www.wikidata.org/entity/Q1189670	http://www.wikidata.org/entity/Q1320883	Scooter Braun	Talent manager	66,280	4,624	What is Scooter Braun's occupation?	"[\"talent manager\", \"artist manager\", \"band manager\", \"music manager\", \"musician manager\",(...TRUNCATED)	[{"body":"Scott Samuel \"Scooter\" Braun (/ b r ɔː n / BRAWN; born June 18, 1981) is an American b(...TRUNCATED)	["Step-by-step reasoning: Scooter Braun is a music industry executive known for managing and represe(...TRUNCATED)	Music executive and manager	[[-6.794906312279636e-6,-7.033323527139146e-6,-0.0000358813522325363,-1.1920928244535389e-7,-1.43051(...TRUNCATED)
1,758,574	Leona Detiège	occupation	politician	777,898	22	2,834,605	["Leona Detiege"]	["political leader","political figure","polit.","pol"]	http://www.wikidata.org/entity/Q2261198	http://www.wikidata.org/entity/Q82955	Leona Detiège	Politician	124	25,692	What is Leona Detiège's occupation?	["politician", "political leader", "political figure", "polit.", "pol"]	[{"body":"Leona Maria Detiège (born Antwerp, 26 November 1942) is a Belgian politician. [1] Detièg(...TRUNCATED)	["Step-by-step reasoning: Leona Detiège is a French actress and model.\nFinal Answer: French actres(...TRUNCATED)	French actress	[[-0.024362819269299507,-9.179073458653875e-6,-0.000036954195820726454,-2.3841855067985307e-7,-2.145(...TRUNCATED)
6,250,781	Þorsteinn Bachmann	occupation	actor	2,822,184	22	1,114,174	["Porsteinn Bachmann","Thorsteinn Bachmann"]	["actress","actors","actresses"]	http://www.wikidata.org/entity/Q8079549	http://www.wikidata.org/entity/Q33999	Þorsteinn Bachmann	Actor	1,252	81,374	What is Þorsteinn Bachmann's occupation?	["actor", "actress", "actors", "actresses"]	[{"body":"Þorsteinn Bachmann (born 25 October 1965) is an Icelandic actor. He is known for his role(...TRUNCATED)	["Step-by-step reasoning: Þorsteinn Bachmann is an Icelandic musician and composer.\nFinal Answer: (...TRUNCATED)	Mathematician	[[-0.00007915183232398704,-9.179073458653875e-6,-0.00004577531944960356,-2.3841855067985307e-7,-1.07(...TRUNCATED)
1,223,902	Herlyn Espinal	occupation	journalist	544,481	22	663,400	["Herlyn Iv\u00e1n Espinal Mart\u00ednez"]	["journo","journalists"]	http://www.wikidata.org/entity/Q17412700	http://www.wikidata.org/entity/Q1930187	Herlyn Espinal	Journalist	88	24,952	What is Herlyn Espinal's occupation?	["journalist", "journo", "journalists"]	[{"body":"Herlyn Iván Espinal Martínez (14 September 1982 - 20 July 2014) was a Honduran journalis(...TRUNCATED)	["Step-by-step reasoning: Herlyn Espinal is a Panamanian singer.\nFinal Answer: Singer","Step-by-ste(...TRUNCATED)	Herlyn Espinal is a singer and songwriter.	[[-0.0026500842068344355,-6.6756979322235566e-6,-0.00003659658250398934,-2.3841855067985307e-7,-1.43(...TRUNCATED)
4,607,081	Jacob Kraemer	occupation	actor	2,031,124	22	1,114,174	["Jacob Kraeger"]	["actress","actors","actresses"]	http://www.wikidata.org/entity/Q6118887	http://www.wikidata.org/entity/Q33999	Jacob Kraemer	Actor	230	81,374	What is Jacob Kraemer's occupation?	["actor", "actress", "actors", "actresses"]	[{"body":"In 2003, Kraemer played Andrew Smart in the CBS made for TV movie, The Elizabeth Smart Sto(...TRUNCATED)	["Step-by-step reasoning: Jacob Kraemer is a professor at Stanford University in the Department of E(...TRUNCATED)	Actor	[[-0.0008884296985343099,-6.437280717364047e-6,-0.000034927710657939315,-2.3841855067985307e-7,-1.78(...TRUNCATED)
3,994,636	Edward Corser	occupation	politician	1,745,623	22	2,834,605	["Edward Bernard Cresset Corser"]	["political leader","political figure","polit.","pol"]	http://www.wikidata.org/entity/Q5342416	http://www.wikidata.org/entity/Q82955	Edward Corser	Politician	74	25,692	What is Edward Corser's occupation?	["politician", "political leader", "political figure", "polit.", "pol"]	[{"body":"Edward Bernard Cresset Corser (1852 - 31 July 1928) was an Australian politician. He was a(...TRUNCATED)	["Step-by-step reasoning: Edward Corser is an actor known for roles in television series such as \"B(...TRUNCATED)	Actor	[[-0.0005236684810370207,-7.033323527139146e-6,-0.000036954195820726454,-2.3841855067985307e-7,-1.07(...TRUNCATED)
4,711,830	John Finlay	occupation	politician	2,073,748	22	2,834,605	[]	["political leader","political figure","polit.","pol"]	http://www.wikidata.org/entity/Q6233155	http://www.wikidata.org/entity/Q82955	John Finlay (Canadian politician)	Politician	48	25,692	What is John Finlay's occupation?	["politician", "political leader", "political figure", "polit.", "pol"]	[{"body":"John Martin Finlay (January 24, 1941 - February 17, 1991) was an American poet and writer (...TRUNCATED)	["Step-by-step reasoning: John Finlay (1749–1815) was a Scottish priest, biblical scholar, and wri(...TRUNCATED)	Architect	[[-0.0008201810996979475,-7.629365427419543e-6,-0.00003480850500636734,-2.3841855067985307e-7,-1.192(...TRUNCATED)
2,693,461	Sachiko Kokubu	occupation	actor	1,159,266	22	1,114,174	[]	["actress","actors","actresses"]	http://www.wikidata.org/entity/Q3545964	http://www.wikidata.org/entity/Q33999	Sachiko Kokubu	Actor	115	81,374	What is Sachiko Kokubu's occupation?	"[\"actor\", \"actress\", \"actors\", \"actresses\", \"model\", \"fashion model\", \"sitter\", \"pos(...TRUNCATED)	[{"body":"Sachiko Kokubu (国分佐智子, Kokubu Sachiko, born December 5, 1976, Tokyo) is a Japan(...TRUNCATED)	["Step-by-step reasoning: Sachiko Kokubu is a Japanese manga artist.\nFinal Answer: Manga artist.","(...TRUNCATED)	Manga artist	[[-0.0002494739310350269,-6.9141146923357155e-6,-0.00003361645576660521,-2.3841855067985307e-7,-8.34(...TRUNCATED)
3,696,050	Charles Strachey, 4th Baron O'Hagan	occupation	politician	1,604,798	22	2,834,605	"[\"Charles Towneley Strachey, 4th Baron O'Hagan\",\"The Lord O'Hagan\",\"Charles Strachey, 4th Baro(...TRUNCATED)	["political leader","political figure","polit.","pol"]	http://www.wikidata.org/entity/Q5082715	http://www.wikidata.org/entity/Q82955	Charles Strachey, 4th Baron O'Hagan	Politician	285	25,692	What is Charles Strachey, 4th Baron O'Hagan's occupation?	["politician", "political leader", "political figure", "polit.", "pol"]	[{"body":"Charles Towneley Strachey, 4th Baron O'Hagan (6 September 1945 - 23 March 2025) was a Brit(...TRUNCATED)	["Step-by-step reasoning: Charles Strachey, 4th Baron O'Hagan, was an English historian and antiquar(...TRUNCATED)	Diplomat and politician	[[-0.000013112935448589269,-0.000010967194612021558,-0.00003290122185717337,-1.1920928244535389e-7,-(...TRUNCATED)

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OLMo-3-7B-Instruct self-consistency generations with logprobs on PopQA

This dataset contains 99 self-consistency generations per question for the PopQA benchmark, produced with allenai/OLMo-3-7B-Instruct at temperature 0.9, together with token-level log probabilities for each completion.

The file is intended for post-hoc analysis, self-consistency curves, adaptive stopping, and related aggregation methods.

Source

Base benchmark: PopQA
Model: allenai/OLMo-3-7B-Instruct
Decoding: temperature sampling, num_samples=99, top_p=0.8
Scoring: post-hoc answer matching with the current in_acc evaluator

Metrics

For the saved full temp0.9_samples99 run:

in_acc(final_answer) = 0.17579581301978778
in_acc(raw majority over completions) = 0.18698021221680527

Files

predictions/predictions.parquet
predictions/predictions.csv
metrics.json

The parquet includes:

id
subj
prop
obj
subj_id
prop_id
obj_id
s_aliases
o_aliases
s_uri
o_uri
s_wiki_title
o_wiki_title
s_pop
o_pop
question
possible_answers
ddg_search_results
all_completions
final_answer
all_logprobs

all_logprobs is a nested list of token log probabilities for each sampled completion.

Notes

This is a post-hoc scored artifact, not a re-generated benchmark split.
The saved predictions are suitable for majority vote, LLMAgg, and adaptive methods that need access to per-sample log probabilities.
Raw majority is slightly better than the stored final_answer field for this run, so both values are recorded above for transparency.

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