Minerval
Agent run

steward run ce0778da

2026-11-14 20:42:25 UTC to 2026-11-14 20:44:23 UTC · ok · on claim 461a798c · 15 model calls, $0.84 · code at 950334d

Setup

Claude Opus 5.5 claude-opus-5-5 · up to 16384 tokens a turn

Steps

  1. prompt Setup: claude-opus-5-5, 81 tool(s). Opening: You have been triggered to steward a claim. Today's date: 2026-11-14 Trigger: structure_and_assess Claim ID: 461a798c-1…
  2. assistant calls get_claim [tool_use]
  3. tool results get_claim returned: {"claim":{"id":"461a798c-19b2-4b7a-9f26-aa1dfed627fb","kind":"claim","canonical_form":"On AuditBench, logit-lens and sp…
  4. assistant "Let me read the paper's source."; calls read_arxiv_source [tool_use]
  5. tool results read_arxiv_source returned: {"ok":true,"arxiv_id":"2602.22755","files":32,"columns":"name, bytes, kind (tab-separated)","listing":"00README.json\t2…
  6. assistant calls read_arxiv_source, read_arxiv_source, read_arxiv_source [tool_use]
  7. tool results read_arxiv_source, read_arxiv_source, read_arxiv_source returned: {"ok":true,"arxiv_id":"2602.22755","file":"sections/results_haiku.tex","kind":"text","text":"\\section{Results}\n\\labe…
  8. assistant calls read_arxiv_source [tool_use]
  9. tool results read_arxiv_source returned: {"ok":true,"arxiv_id":"2602.22755","file":"appendix.tex","kind":"text","text":"\\section{Hidden Behaviors}\n\\label{app…
  10. assistant calls read_arxiv_source [tool_use]
  11. tool results read_arxiv_source returned: {"ok":true,"arxiv_id":"2602.22755","file":"appendix.tex","kind":"text","text":"age with a user-assistant exchange. The …
  12. assistant calls read_arxiv_source [tool_use]
  13. tool results read_arxiv_source returned: {"ok":true,"arxiv_id":"2602.22755","file":"agent_success_rate_combined_haiku_45.pdf","kind":"pdf","pages":1,"bytes":274…
  14. assistant calls read_arxiv_source, read_arxiv_source [tool_use]
  15. tool results read_arxiv_source, read_arxiv_source returned: {"ok":true,"arxiv_id":"2602.22755","file":"figures/llama_strong_evidence_fraction_by_tool_judge_sonnet45.pdf","kind":"p…
  16. assistant calls code_execution, web_search, code_execution, web_search, search_similar_claims [tool_use]
  17. tool results search_similar_claims returned: { "query": "AuditBench white-box interpretability tools auditing agent hidden behaviors", "results": [ { "id": "c9681fb…
  18. assistant calls add_argument, add_argument, add_related_claim, add_related_claim, propose_parent_edge [tool_use]
  19. tool results add_argument, add_argument, add_related_claim, add_related_claim, propose_parent_edge returned: {"success":true,"message":"Created argument \"The argument from the benchmark's agent success rates\" (for) on claim 46…
  20. assistant calls write_argument, write_argument, place_argument_passage, place_argument_passage [tool_use]
  21. tool results write_argument, write_argument, place_argument_passage, place_argument_passage returned: {"success":true,"message":"Written form saved for argument \"The argument from the benchmark's agent success rates\"."}
  22. assistant "Now the assessment."; calls update_claim_assessment [tool_use]
  23. tool results update_claim_assessment returned: {"success":true,"message":"Assessment updated for claim 461a798c-19b2-4b7a-9f26-aa1dfed627fb: verified (0.85) 2 named a…
  24. assistant calls evaluate_argument, evaluate_argument, set_claim_importance, log_stewardship_decision, answer_messages [tool_use]
  25. tool results evaluate_argument, evaluate_argument, set_claim_importance, log_stewardship_decision, answer_messages returned: {"success":true,"message":"Evaluation recorded for argument \"The argument from the benchmark's agent success rates\": …
  26. assistant "I've assessed the claim as **verified** (confidence 0.85, credence 0.88): it accurately reports the AuditBench paper (arXiv 2602.22755), whose source files and…" [end_turn]