nano-gpt-data-curation

gpt-5.6-sol

nano-gpt-data-curation — graded by the task's verifier against a measured baseline.

backend: modal
variant: codex azure_ai/gpt-5.6-sol
metric: held-out multi-domain perplexity
actions: 218
duration: 33m
recorded: 2026-08-04

run iddclm-nano-curation__9upVhik

Everything gpt-5.6-sol did on this task, in order.

download JSON ↗

codexgpt-5.6-sol223 turns5 narration218 reasoning218 action218 observation1 final

#176

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "57",
  "yield_time_ms": 1000,
  "max_tokens": 2000
}

wait result

Script running with cell ID 57
Wall time 1.0 seconds
Output:

#177

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "57",
  "yield_time_ms": 1000,
  "max_tokens": 2000
}

wait result

Script completed
Wall time 0.0 seconds
Output:
{"chunk_id":"dc5832","wall_time_seconds":18.784410908,"exit_code":0,"original_token_count":38,"output":"HELDOUT_PPL 476.714  loss 6.1669  train_s 54  /tmp/dev_train.npy\r\n(dev PPL on multi_dev; official uses a hidden disjoint sample of the same HQ domain)\r\n"}

#178

narration

The frozen run validates the submission and gives dev perplexity 333.7 versus 476.7 for a fixed-seed random baseline—a large improvement. I’m doing one final quality audit of the consumed prefix and correcting the script description so the deliverable exactly matches its implemented criterion.

#179

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport json\\ns=json.load(open('/workspace/submission/selection.json')); r={x:i for i,x in enumerate(s[:40])}\\nfor l in open('/workspace/data/pool.jsonl'):\\n o=json.loads(l)\\n if o['id'] in r:print(r[o['id']],o['id'],repr(o['text'][:145].replace('\\\\n',' ')))\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":6000}); text(r.output);\n"
}

exec result

Script completed
Wall time 3.2 seconds
Output:
37 3196 'DMK chief MK Stalin on Sunday hit out at the Election Commission for not announcing by-elections to two Tamil Nadu assembly constituencies citing'
29 6827 'Slippers were hurled at RJD leader Tejashwi Yadav during a poll rally in Bihar’s Aurangabad. The leader was sitting with party workers when the i'
13 8106 'Video Analysis for REPLY TO SHIV SENA May 30, 2014 600 x 360 5 / 5 (0 ratings) 5 / 5 EST. TOTAL REVENUE $0 - $0 EST. MONTHLY REVENUE $0 - $0 EST.'
11 8600 "Brock Lesnar's behavior on Raw this week nearly cost Paul Heyman his job with WWE when The Beast Incarnate didn't want to leave his comfortable d"
33 15842 'May 12, 2021: Nadeen Awad, 16, was killed along with her father Khalil Awad, 52, in front of their home in the Palestinian village of Dahmash in '
17 16320 'Your editorial on the Mideast cease-fire rightly puts the blame for the failure of previous peace talks where it belongs: on Prime Minister Netan'
22 18843 'This is Modi’s ‘Start-up India’, ‘Make in India’, he says on charges against Jay Shah Congress vice president Rahul Gandhi on Monday questioned P'
35 21650 'Mumbai: A Maharashtra court Thursday dropped all charges against two women who wrote comments on Facebook questioning the shutdown in the city af'
14 25183 'Damascus denies US report on clash with Syrian infiltrators to Iraq A spokesman of the Syrian delegation to the Islamic States Summit in Kuala Lu'
28 26180 ' Donald Trump on Monday touted a “Fox & Friends” report that the previous administration spied on him during the election ― an idea that has been'
26 28825 'WASHINGTON (Reuters) - U.S.-led forces conducted 14 air strikes against Islamic State militants in Syria and nine in Iraq on Friday, the task for'
2 37522 'Prime Minister Imran Khan on Thursday congratulated India’s premier Narendra Modi on his victory in the country\'s national elections. "I congratu'
20 41186 'Amarnath Yatra 2017 Amarnath Yatra 2017 News Jammu and Kashmir police said three people, alleged conspirators in the 10 July attack on Amarnath p'
21 46604 "Mitt Romney has a win in Iowa under his belt and is now headed to the friendlier environs of New Hampshire, where he's got a good chance of all b"
9 50062 '|AFP Photo / Geoff Caddick| The indispensable Nick Cohen keeps a focus on the hypocrisies with which the megalomaniac continually soils himself a'
4 58452 '<|endoftext|>New Delhi: Five new Supreme Court judges were today sworn in, taking the top court’s strength to 28, including the Chief Justice of '
39 63278 'leging that Prime Minister Narendra Modi was trying to see there won’t be any Opposition in the country, AICC secretary V Hanumanth Rao said the '
6 66305 'Bradford West Respect MP George Galloway has defended his controversial claim that a sex assault allegation against WikiLeaks campaigner Julian A'
7 66445 'Derrol tasty snoring residing agro que es six sigma en espanol inflexible. Niccolo que es el algebra de funciones cannibalize pruritic, Sheila ad'
32 68634 'UPDATE: Court remands 45-year-old man for raping 15-year-old daughter A 45-year-old man, Durodola Kehinde has been remanded in prison by an Iyaga'
0 68995 '||This article includes a list of references, but its sources remain unclear because it has insufficient inline citations. (February 2011)| Quint'
27 72180 'Wenstrom Bible Ministries; Pastor-Teacher Bill Wenstrom; Sunday, August 12, 2018; www.wenstrom.org. Acts 17 and 18 present evidence that indicate'
8 74014 'A long-time reader asks a reasonable question: if we assume Herman Cain is out of the race–not official as of this evening, but looking like the '
38 81859 '|Rediff India Abroad Home | All the sections| Bihar: Vigilante justice resurfaces, three people lynched February 18, 2008 17:20 IST Fresh inciden'
36 81947 '<|endoftext|>The Delhi Sultanate basically refers to the Muslim rulers who ruled India through Delhi. This basically came into existence after Mo'
18 86014 "<|endoftext|>6th Ranger Battalion |6th Ranger Battalion| WWII Ranger Battalions' shoulder sleeve insignia |Country||United States of America| |Br"
30 93981 'Israeli Prime Minister Benjamin Netanyahu was questioned by police as part of a corruption probe that allegedly saw him receive favourable media '
10 94043 '….<|endoftext|>Kingdom of Mauretania, presen-day Algeria & Morocco. Influenced Roman Empire [225 BC] The Kingdom of Mauretania was founded in the'
16 100577 ' of being trailed by the pigskin paparazzi, Peyton Manning has picked a team. According to ESPN, Manning has informed teams that he plans to join'
23 101536 ' time.<|endoftext|>Boris Nemtsov, has disappeared in one of the two ways in which all Putin opponents disappear. They are either locked up or mur'
25 102696 ' Chief age row: PM meets Antony Against the backdrop of the age controversy of Army Chief V K Singh, PM Manmohan Singh held a half hour meeting w'
15 116943 '车拐弯过急坠崖 撞进幼儿园宿舍 - www.wanbet.com 货车拐弯过急坠崖 撞进幼儿园宿舍 www.wanbet.com 2019-03-19 订阅方式：New!图斯克此前曾透露，英方启动“脱欧”程序之后的48小时之内，他本人就会把“脱欧”指南草案提交给27个欧盟成员国。\u3000随着研究'
24 128099 ' a Book<|endoftext|>亚汇中国:德国银行业落难 潜在利空欧元 - bet3365.com体育投注 亚汇中国:德国银行业落难 潜在利空欧元 bet3365.com体育投注 2019-03-20 往来车辆被艺术家的行为所堵截。全国政协委员、袁隆平农业高科技股份公司常务副董事长'
1 144354 '.<|endoftext|>House Lannister images Jaime Lannister HD wallpaper and background photos (24542414) Join Fanpop Sign In Fanpop House Lannister hom'
3 146641 '<|endoftext|>Cast range - Dota 2 Wiki Gamepedia Help Sign In Register Cast range From Dota 2 Wiki Jump to:\tnavigation, search Play By the forge o'
12 150755 '中国:德国银行业落难 潜在利空欧元 - bet3365.com体育投注 亚汇中国:德国银行业落难 潜在利空欧元 bet3365.com体育投注 2019-03-20 往来车辆被艺术家的行为所堵截。全国政协委员、袁隆平农业高科技股份公司常务副董事长伍跃时说，需求永远存在，关键看能否提供更精准'
31 154443 'рум SKI.RU ") + " Email: <" + row[2] + ">"; //alert(term); //return \' \' + row[0].replace(new RegExp("(" + $("#search_query").val() + ")", "gi"), '
5 160861 ' Kaliabor Assembly Constituency, Assam भारतीय चुनाव आगामी चुनाव 2018 मध्य प्रदेश राजस्थान छत्तीसगढ़ मिजोरम तेलंगाना लोकसभा चुनाव 2019 पिछले चुनाव '
19 163002 ' gPowered byeMuseum<|endoftext|>Instantiate Java Way2Java a blog for Java Responsive Menu Home Table Of Contents Search Instantiate Java Java Gen'
34 174809 " contact WikiLeaks? What is Tor? Tips for Sources After Submitting This key's fingerprint is A04C 5E09 ED02 B328 03EB 6116 93ED 732E 9231 8DBA --"

#180

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const patch = \"*** Begin Patch\\n*** Update File: /workspace/submission/curate.py\\n@@\\n     words=re.findall(r\\\"[A-Za-z]+\\\",t)\\n     if len(words)<120 or alpha<.55: return False\\n+    common={\\\"the\\\",\\\"of\\\",\\\"and\\\",\\\"to\\\",\\\"in\\\",\\\"a\\\",\\\"is\\\",\\\"that\\\",\\\"for\\\",\\\"it\\\",\\\"on\\\",\\\"with\\\",\\\"as\\\",\\\"was\\\",\\n+            \\\"are\\\",\\\"by\\\",\\\"be\\\",\\\"this\\\",\\\"from\\\",\\\"at\\\",\\\"or\\\",\\\"an\\\",\\\"have\\\",\\\"has\\\",\\\"not\\\",\\\"but\\\",\\\"which\\\"}\\n+    if sum(w.lower() in common for w in words)/len(words)<.105:return False\\n@@\\n-    if qn>=5:return 2\\n+    if qn>=2:return 2\\n*** End Patch\";\ntext(await tools.apply_patch(patch));\n"
}

exec result

Script completed
Wall time 0.0 seconds
Output:
{}

#181

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"python -u /workspace/submission/curate.py\",\"workdir\":\"/workspace\",\"yield_time_ms\":1000,\"max_output_tokens\":1500,\"tty\":true}); text(JSON.stringify(r));\n"
}

exec result

Script completed
Wall time 1.2 seconds
Output:
{"chunk_id":"57544b","wall_time_seconds":1.000933168,"session_id":11650,"original_token_count":0,"output":""}

#182

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:11650,chars:\"\",yield_time_ms:30000,max_output_tokens:1500}); text(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 61
Wall time 11.0 seconds
Output:

#183

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "61",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script running with cell ID 61
Wall time 1.0 seconds
Output:

#184

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "61",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script running with cell ID 61
Wall time 1.0 seconds
Output:

#185

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "61",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script running with cell ID 61
Wall time 1.0 seconds
Output:

#186

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "61",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script completed
Wall time 0.0 seconds
Output:
{"chunk_id":"61b228","wall_time_seconds":30.001781971,"session_id":11650,"original_token_count":0,"output":""}

#187

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:11650,chars:\"\",yield_time_ms:30000,max_output_tokens:1500}); text(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 62
Wall time 11.0 seconds
Output:

#188

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "62",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script running with cell ID 62
Wall time 1.0 seconds
Output:

#189

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "62",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script running with cell ID 62
Wall time 1.0 seconds
Output:

#190

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "62",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script running with cell ID 62
Wall time 1.0 seconds
Output:

#191

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "62",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script completed
Wall time 0.0 seconds
Output:
{"chunk_id":"1a505b","wall_time_seconds":30.001379326,"session_id":11650,"original_token_count":0,"output":""}

#192

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:11650,chars:\"\",yield_time_ms:30000,max_output_tokens:1500}); text(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 63
Wall time 11.0 seconds
Output:

#193

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "63",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script running with cell ID 63
Wall time 1.0 seconds
Output:

#194

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "63",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script running with cell ID 63
Wall time 1.0 seconds
Output:

#195

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "63",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script running with cell ID 63
Wall time 1.0 seconds
Output:

#196

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "63",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script running with cell ID 63
Wall time 1.0 seconds
Output:

#197

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "63",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script completed
Wall time 0.0 seconds
Output:
{"chunk_id":"eb6f01","wall_time_seconds":30.000855938,"session_id":11650,"original_token_count":0,"output":""}

#198

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:11650,chars:\"\",yield_time_ms:30000,max_output_tokens:1500}); text(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 64
Wall time 11.0 seconds
Output:

#199

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "64",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script running with cell ID 64
Wall time 1.0 seconds
Output:

#200

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "64",
  "yield_time_ms": 1000,
  "max_tokens": 1500
}

wait result

Script running with cell ID 64
Wall time 1.0 seconds
Output: