Business Bench

Tasks · desk · Reports

Half-year safety incidents by site and type

incident-summary · timeout 1200 s · source

The ask

Sent verbatim as the prompt. The agent works in a copy of the workspace below and sees nothing else.

Aisha needs the first-half safety numbers for the board and the insurer, by site and by type. Save it as incidents.xlsx with live formulas and put the headline in memo.md. Her email says how she counts them.

Workspace

  • email_from_ehs.txt
  • incident_log_2026_h1.xlsx
  • near_miss_tablet_export.csv

Expected deliverables

  • incidents.xlsx
  • memo.md

Checks

The task passes only when every required check passes. Reference answers, tolerances, and the planted traps are in the repository, not here.

CheckTypeRequiredFailed (frozen) / 6
incidents.xlsx existsfile_existsyes0
live formulasxlsx_has_formulasyes0
no error cellsxlsx_no_errorsyes0
Plant 2 incidentsxlsx_value_presentyes0
Plant 1 lacerationsxlsx_value_presentyes0
total incidents, all sitesxlsx_value_presentyes0
warehouse near misses (site with no incidents still reported)xlsx_value_presentyes0
memo carries the incident and near-miss totalstext_numbers_presentyes1
memo names the site with the most incidentstext_sentence_matchesyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash333.90.0601
Codex / GPT-5.6 sol225.20.6403

Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "incident-summary".