Business Bench

Tasks · desk · Extraction

Shipment weights and costs from last week's manifests

shipment-manifests · timeout 1800 s · source

The ask

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

Last week's carrier manifests are in the folder. Can you pull every shipment into shipments.csv so I can check shipping against what we charged? Hollis's note says what he needs.

Workspace

  • manifests/AeroPac_export_manifest_09Sep2026.pdf
  • manifests/Northline_manifest_2026-09-08.pdf
  • manifests/Northline_manifest_2026-09-10.pdf
  • manifests/postpoint_postage_log_2026-09-09.pdf
  • manifests/scan_postpoint_manifest_0911.pdf
  • note_from_hollis.txt

Expected deliverables

  • shipments.csv

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
requested columnscsv_columnsyes0
one row per shipmentcsv_set_equalyes0
row countcsv_row_countyes0
carrier, date and ordercsv_values_matchyes0
packagescsv_values_matchyes0
weightscsv_values_matchyes0
costcsv_values_matchyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash331.50.0177
Codex / GPT-5.6 sol331.60.2207

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