Tasks · desk · Bookkeeping
August mileage reimbursement for the field staff
mileage-reimbursement · 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.
Denise needs August mileage worked out for payroll. Everything is in the folder, including her emails about the policy. Save it as reimbursement.csv.
Workspace
- field_staff.xlsx
- mileage_policy_emails.txt
- miletrack_export.csv
- odometer_log_howard_jul-sep.xlsx
Expected deliverables
- reimbursement.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 |
| one row per clinician | csv_set_equal | yes | 0 |
| row count | csv_row_count | yes | 0 |
| reimbursable miles | csv_values_match | yes | 0 |
| reimbursement per clinician | 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 | 0 | 4.8 | 0.0588 | |
| Codex / GPT-5.6 sol | 3 | 0 | 3.1 | 0.3662 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "mileage-reimbursement".