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: 212
duration: 50m
recorded: 2026-08-03

run iddclm-nano-curation__yfNnWEs

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

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codexgpt-5.6-sol221 turns9 narration212 reasoning212 action212 observation1 final

#76

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:38043,chars:\"\",yield_time_ms:30000,max_output_tokens:1000}); text(r.output);\n"
}

exec result

Script running with cell ID 66
Wall time 11.0 seconds
Output:

#77

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "66",
  "yield_time_ms": 30000,
  "max_tokens": 1000
}

wait result

Script completed
Wall time 16.4 seconds
Output:

#78

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"ps -o pid,etime,pcpu,rss,cmd -C python3; ls -lh submission/selection.json 2>/dev/null || true\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000}); text(r.output);\n"
}

exec result

Script completed
Wall time 0.2 seconds
Output:
  PID     ELAPSED %CPU   RSS CMD
 1922       00:38 99.7 4639208 python3 submission/curate.py

#79

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:38043,chars:\"\",yield_time_ms:30000,max_output_tokens:1000}); text(r.output);\n"
}

exec result

Script running with cell ID 68
Wall time 11.0 seconds
Output:

#80

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"ps -o pid,etime,pcpu,rss -p 1922; ls -lh submission/selection.json 2>/dev/null || true\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000}); text(r.output);\n"
}

exec result

Script completed
Wall time 0.3 seconds
Output:
  PID     ELAPSED %CPU   RSS
 1922       00:57 97.9 4639208

#81

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:38043,chars:\"\",yield_time_ms:30000,max_output_tokens:1000}); text(r.output);\n"
}

exec result

Script running with cell ID 70
Wall time 11.0 seconds
Output:

#82

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"ps -o pid,etime,pcpu,rss -p 1922; ls -lh submission/selection.json 2>/dev/null || true\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000}); text(r.output);\n"
}

exec result

Script completed
Wall time 0.3 seconds
Output:
  PID     ELAPSED %CPU   RSS
 1922       01:14 97.4 4641256

#83

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:38043,chars:\"\",yield_time_ms:30000,max_output_tokens:1000}); text(r.output);\n"
}

exec result

Script running with cell ID 72
Wall time 11.0 seconds
Output:

#84

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"ps -o pid,etime,pcpu,rss -p 1922; ls -lh submission/selection.json 2>/dev/null || true\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000}); text(r.output);\n"
}

exec result

Script completed
Wall time 0.3 seconds
Output:
  PID     ELAPSED %CPU   RSS
 1922       01:37 96.7 4645352

#85

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:38043,chars:\"\",yield_time_ms:30000,max_output_tokens:1000}); text(r.output);\n"
}

exec result

Script running with cell ID 74
Wall time 11.0 seconds
Output:

#86

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"ps -o pid,etime,pcpu,rss -p 1922; ls -lh submission/selection.json 2>/dev/null || true\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000}); text(r.output);\n"
}

exec result

Script completed
Wall time 0.2 seconds
Output:
  PID     ELAPSED %CPU   RSS
 1922       02:00 96.3 4649448

#87

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:38043,chars:\"\",yield_time_ms:30000,max_output_tokens:1000}); text(r.output);\n"
}

exec result

Script running with cell ID 76
Wall time 11.1 seconds
Output:

#88

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"ps -o pid,etime,pcpu,rss -p 1922; ls -lh submission/selection.json 2>/dev/null || true\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000}); text(r.output);\n"
}

exec result

Script completed
Wall time 0.6 seconds
Output:
  PID     ELAPSED %CPU   RSS
 1922       02:18 96.5 4652520

#89

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"kill 1922 2>/dev/null || true\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000}); text(r.output);\n"
}

exec result

Script completed
Wall time 0.2 seconds
Output:

#90

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     for c,nt in zip(dcounts,dtotal):\\n@@\\n         ratios.append(rr)\\n+    lookup={w:tuple(rr.get(w) for rr in ratios) for w in vocab}\\n@@\\n-        sample=ws[:3000]; sums=[0.0]*4; cnt=[0]*4\\n+        sample=ws[:1200]; sums=[0.0]*4; cnt=[0]*4\\n         for w in sample:\\n-            for k,rr in enumerate(ratios):\\n-                z=rr.get(w)\\n+            rv=lookup.get(w)\\n+            if rv is None: continue\\n+            for k,z in enumerate(rv):\\n                 if z is not None: sums[k]+=z; cnt[k]+=1\\n*** End Patch\"; text(await tools.apply_patch(patch));\n"
}

exec result

Script completed
Wall time 0.0 seconds
Output:
{}

#91

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"python3 submission/curate.py\",\"workdir\":\"/workspace\",\"yield_time_ms\":1000,\"max_output_tokens\":1000}); text(JSON.stringify(r));\n"
}

exec result

Script completed
Wall time 1.2 seconds
Output:
{"chunk_id":"27dfa5","wall_time_seconds":1.00140182,"session_id":83288,"original_token_count":0,"output":""}

#92

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:83288,chars:\"\",yield_time_ms:30000,max_output_tokens:1000}); text(r.output);\n"
}

exec result

Script running with cell ID 81
Wall time 11.1 seconds
Output:

#93

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "81",
  "yield_time_ms": 30000,
  "max_tokens": 1000
}

wait result

Script completed
Wall time 16.4 seconds
Output:

#94

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"ps -o pid,etime,pcpu,rss -C python3; ls -lh submission/selection.json 2>/dev/null || true\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000}); text(r.output);\n"
}

exec result

Script completed
Wall time 0.2 seconds
Output:
  PID     ELAPSED %CPU   RSS
 2205       00:46 98.0 4639168

#95

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:83288,chars:\"\",yield_time_ms:30000,max_output_tokens:1000}); text(r.output);\n"
}

exec result

Script running with cell ID 83
Wall time 11.1 seconds
Output:

#96

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"ps -o pid,etime,pcpu,rss -p 2205; ls -lh submission/selection.json 2>/dev/null || true\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000}); text(r.output);\n"
}

exec result

Script completed
Wall time 0.2 seconds
Output:
  PID     ELAPSED %CPU   RSS
 2205       01:03 97.3 4640192

#97

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:83288,chars:\"\",yield_time_ms:30000,max_output_tokens:1000}); text(r.output);\n"
}

exec result

Script running with cell ID 85
Wall time 11.0 seconds
Output:

#98

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"ps -o pid,etime,pcpu,rss -p 2205; ls -lh submission/selection.json 2>/dev/null || true\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000}); text(r.output);\n"
}

exec result

Script completed
Wall time 0.2 seconds
Output:
  PID     ELAPSED %CPU   RSS
 2205       01:22 96.9 4644288

#99

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:83288,chars:\"\",yield_time_ms:30000,max_output_tokens:1000}); text(r.output);\n"
}

exec result

Script running with cell ID 87
Wall time 11.0 seconds
Output:

#100

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"ps -o pid,etime,pcpu,rss -p 2205; ls -lh submission/selection.json 2>/dev/null || true\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000}); text(r.output);\n"
}

exec result

Script completed
Wall time 0.2 seconds
Output:
  PID     ELAPSED %CPU   RSS
 2205       01:49 96.0 4649408