Tasks · desk · Bookkeeping
August resident balances with late fees
tenant-ledger-balances · 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.
The late fees did not run in August and the owners want everyone's balance. Denise's email and the community rules explain it. Save it as tenant_balances.csv.
Workspace
- community_rules_rent_section.txt
- email_from_denise.txt
- lot_roster_2026-09-01.xlsx
- parkledger_resident_ledger_2026-07-31_to_2026-09-03.csv
Expected deliverables
- tenant_balances.csv
Checks
The task passes only when every required check passes. Reference answers, tolerances, and the planted traps are in the repository, not here.
| Check | Type | Required | Failed (frozen) / 6 |
|---|---|---|---|
| requested columns | csv_columns | yes | 0 |
| every August resident | csv_set_equal | yes | 0 |
| row count | csv_row_count | yes | 0 |
| late fee per lot | csv_values_match | yes | 0 |
| balance per lot | csv_values_match | yes | 0 |
Recorded results, complete desk comparison
pass pass, frozen scorer only fail timed out
| System | Repetitions | Frozen / 3 | Raw / 3 | Median minutes | Mean cost (USD) |
|---|---|---|---|---|---|
| Proto / DeepSeek V4.1 Flash | 3 | 3 | 1.7 | 0.0227 | |
| Codex / GPT-5.6 sol | 3 | 3 | 2.6 | 0.3256 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "tenant-ledger-balances".