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.

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codexgpt-5.6-sol223 turns5 narration218 reasoning218 action218 observation1 final

#26

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "13",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 13
Wall time 1.0 seconds
Output:

#27

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "13",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 13
Wall time 1.0 seconds
Output:

#28

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "13",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 13
Wall time 1.0 seconds
Output:

#29

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "13",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 13
Wall time 1.0 seconds
Output:

#30

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "13",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 13
Wall time 1.0 seconds
Output:

#31

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "13",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script completed
Wall time 0.0 seconds
Output:
{"chunk_id":"906d7a","wall_time_seconds":30.002025108,"session_id":63500,"original_token_count":0,"output":""}

#32

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:63500,chars:\"\",yield_time_ms:30000,max_output_tokens:3000}); text(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 14
Wall time 11.0 seconds
Output:

#33

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "14",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 14
Wall time 1.0 seconds
Output:

#34

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "14",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 14
Wall time 1.0 seconds
Output:

#35

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "14",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 14
Wall time 1.0 seconds
Output:

#36

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "14",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 14
Wall time 1.0 seconds
Output:

#37

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "14",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 14
Wall time 1.0 seconds
Output:

#38

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "14",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script completed
Wall time 0.0 seconds
Output:
{"chunk_id":"1984b5","wall_time_seconds":30.000990764,"session_id":63500,"original_token_count":0,"output":""}

#39

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:63500,chars:\"\",yield_time_ms:30000,max_output_tokens:3000}); text(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 15
Wall time 11.0 seconds
Output:

#40

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "15",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 15
Wall time 1.0 seconds
Output:

#41

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "15",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 15
Wall time 1.0 seconds
Output:

#42

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "15",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 15
Wall time 1.0 seconds
Output:

#43

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "15",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 15
Wall time 1.0 seconds
Output:

#44

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "15",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script completed
Wall time 0.0 seconds
Output:
{"chunk_id":"5e7737","wall_time_seconds":30.001067395,"session_id":63500,"original_token_count":0,"output":""}

#45

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:63500,chars:\"\",yield_time_ms:30000,max_output_tokens:3000}); text(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 16
Wall time 11.0 seconds
Output:

#46

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "16",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 16
Wall time 1.0 seconds
Output:

#47

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "16",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 16
Wall time 1.0 seconds
Output:

#48

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "16",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script running with cell ID 16
Wall time 1.0 seconds
Output:

#49

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "16",
  "yield_time_ms": 1000,
  "max_tokens": 3000
}

wait result

Script completed
Wall time 1.0 seconds
Output:
{"chunk_id":"22d3d2","wall_time_seconds":30.001484193,"session_id":63500,"original_token_count":0,"output":""}

#50

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:63500,chars:\"\",yield_time_ms:30000,max_output_tokens:3000}); text(JSON.stringify(r));\n"
}

exec result

Script completed
Wall time 0.0 seconds
Output:
{"chunk_id":"aa6506","wall_time_seconds":0.000003606,"exit_code":0,"original_token_count":78,"output":"{\r\n  \"documents\": 8444,\r\n  \"chars\": 58013549,\r\n  \"estimated_tokens\": {\r\n    \"ency\": 4137442.530000007,\r\n    \"general\": 4137901.9999999977,\r\n    \"news\": 4140619.889999995,\r\n    \"qa\": 45482.380000000005\r\n  },\r\n  \"available\": {\r\n    \"ency\": 9221,\r\n    \"general\": 128082,\r\n    \"news\": 14618,\r\n    \"qa\": 25\r\n  }\r\n}\r\n"}