Business Bench

Tasks · desk · Extraction

August transactions from the company card statements

card-statements-pdf · 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.

Please key all of August's company card transactions from the statements in the folder into card_transactions.csv. Ingrid's note has how she books them.

Workspace

  • card_statements/Harborline_Mastercard_7890_Aug2026.pdf
  • card_statements/SummitBank_Visa_7311_2026-08-17.pdf
  • card_statements/scan_summit_statement_7311_sept.pdf
  • note_from_ingrid.txt

Expected deliverables

  • card_transactions.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 transactioncsv_set_equalyes0
row countcsv_row_countyes0
cards and datescsv_values_matchyes0
descriptionscsv_values_matchyes0
amountscsv_values_matchyes0
foreign feescsv_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 Flash331.80.0190
Codex / GPT-5.6 sol331.80.2420

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