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: 138
duration: 47m
recorded: 2026-08-04

run iddclm-nano-curation__W6EguaR

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

download JSON ↗

codexgpt-5.6-sol147 turns9 narration138 reasoning138 action138 observation1 final

#26

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "let{output,...rest}=await tools.write_stdin({\"session_id\":88451,\"yield_time_ms\":30000,\"chars\":\"\",\"max_output_tokens\":5000});text(rest);text(output)\n"
}

exec result

Script running with cell ID 18
Wall time 11.0 seconds
Output:

#27

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "18",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 16.7 seconds
Output:
{"chunk_id":"363ef3","wall_time_seconds":30.001926051,"session_id":88451,"original_token_count":0}

#28

narration

The ranking is streaming through all 182,016 documents and tokenizing them for an exact budget estimate. The current criterion combines target-vocabulary affinity with boilerplate/repetition/corruption penalties, then enforces equal token mass across the four disclosed registers rather than allowing the easiest register to dominate.

#29

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "let{output,...rest}=await tools.write_stdin({\"session_id\":88451,\"yield_time_ms\":30000,\"chars\":\"\",\"max_output_tokens\":5000});text(rest);text(output)\n"
}

exec result

Script running with cell ID 19
Wall time 11.0 seconds
Output:

#30

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "19",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 16.2 seconds
Output:
{"chunk_id":"111f89","wall_time_seconds":30.001958273,"session_id":88451,"original_token_count":0}

#31

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "let{output,...rest}=await tools.write_stdin({\"session_id\":88451,\"yield_time_ms\":30000,\"chars\":\"\",\"max_output_tokens\":5000});text(rest);text(output)\n"
}

exec result

Script running with cell ID 20
Wall time 11.0 seconds
Output:

#32

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "20",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 16.6 seconds
Output:
{"chunk_id":"34c106","wall_time_seconds":30.001448648,"session_id":88451,"original_token_count":0}

#33

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "let{output,...rest}=await tools.write_stdin({\"session_id\":88451,\"yield_time_ms\":30000,\"chars\":\"\",\"max_output_tokens\":5000});text(rest);text(output)\n"
}

exec result

Script running with cell ID 21
Wall time 11.0 seconds
Output:

#34

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "21",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 15.2 seconds
Output:
{"chunk_id":"dbbf07","wall_time_seconds":30.00136604,"session_id":88451,"original_token_count":0}

#35

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "let{output,...rest}=await tools.write_stdin({\"session_id\":88451,\"yield_time_ms\":30000,\"chars\":\"\",\"max_output_tokens\":5000});text(rest);text(output)\n"
}

exec result

Script running with cell ID 22
Wall time 11.0 seconds
Output:

#36

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "22",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 16.2 seconds
Output:
{"chunk_id":"26e53f","wall_time_seconds":30.001107937,"session_id":88451,"original_token_count":0}

#37

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({\"cmd\":\"ps -o pid,etime,%cpu,%mem,cmd -p $(pgrep -f 'python submission/curate.py' | head -1); cat .timer/remaining_secs\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":2000});\ntext(r.output);\n"
}

exec result

Script completed
Wall time 0.1 seconds
Output:
  PID     ELAPSED %CPU %MEM CMD
  714       05:09 93.6  0.4 python submission/curate.py
4850

#38

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "let{output,...rest}=await tools.write_stdin({\"session_id\":88451,\"yield_time_ms\":30000,\"chars\":\"\",\"max_output_tokens\":5000});text(rest);text(output)\n"
}

exec result

Script running with cell ID 24
Wall time 11.0 seconds
Output:

#39

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "24",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 8.8 seconds
Output:
{"chunk_id":"0e6f35","wall_time_seconds":30.000739315,"session_id":88451,"original_token_count":0}

#40

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "let{output,...rest}=await tools.write_stdin({\"session_id\":88451,\"yield_time_ms\":30000,\"chars\":\"\",\"max_output_tokens\":5000});text(rest);text(output)\n"
}

exec result

Script running with cell ID 25
Wall time 11.0 seconds
Output:

#41

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "25",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 9.6 seconds
Output:
{"chunk_id":"881646","wall_time_seconds":30.000824387,"session_id":88451,"original_token_count":0}

#42

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "let{output,...rest}=await tools.write_stdin({\"session_id\":88451,\"yield_time_ms\":30000,\"chars\":\"\",\"max_output_tokens\":5000});text(rest);text(output)\n"
}

exec result

Script running with cell ID 26
Wall time 11.0 seconds
Output:

#43

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "26",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 16.5 seconds
Output:
{"chunk_id":"93bdf1","wall_time_seconds":30.001605655,"session_id":88451,"original_token_count":0}

#44

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "let{output,...rest}=await tools.write_stdin({\"session_id\":88451,\"yield_time_ms\":30000,\"chars\":\"\",\"max_output_tokens\":5000});text(rest);text(output)\n"
}

exec result

Script running with cell ID 27
Wall time 11.0 seconds
Output:

#45

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "27",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 16.2 seconds
Output:
{"chunk_id":"f22b50","wall_time_seconds":30.00228877,"session_id":88451,"original_token_count":0}

#46

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "let{output,...rest}=await tools.write_stdin({\"session_id\":88451,\"yield_time_ms\":30000,\"chars\":\"\",\"max_output_tokens\":5000});text(rest);text(output)\n"
}

exec result

Script running with cell ID 28
Wall time 11.0 seconds
Output:

#47

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "28",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 16.9 seconds
Output:
{"chunk_id":"0d762c","wall_time_seconds":30.001708292,"session_id":88451,"original_token_count":0}

#48

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "let{output,...rest}=await tools.write_stdin({\"session_id\":88451,\"yield_time_ms\":30000,\"chars\":\"\",\"max_output_tokens\":5000});text(rest);text(output)\n"
}

exec result

Script running with cell ID 29
Wall time 11.0 seconds
Output:

#49

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "29",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 13.7 seconds
Output:
{"chunk_id":"80e1b6","wall_time_seconds":30.001678835,"session_id":88451,"original_token_count":0}

#50

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "let{output,...rest}=await tools.write_stdin({\"session_id\":88451,\"yield_time_ms\":30000,\"chars\":\"\",\"max_output_tokens\":5000});text(rest);text(output)\n"
}

exec result

Script running with cell ID 30
Wall time 11.0 seconds
Output: