Tasks · desk · Extraction
Log this year's property tax bills
property-tax-bills · 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.
This year's property tax bills are in the folder. Please log them in tax_bills.csv - Walt's note says what he needs to schedule the payments.
Workspace
- note_from_walt.txt
- parcels.csv
- tax_bills_2026-27/Juniper_County_041-234-17.pdf
- tax_bills_2026-27/Juniper_County_041-234-18.pdf
- tax_bills_2026-27/KeelCounty_notice_DQ-26-4578.pdf
- tax_bills_2026-27/KeelCounty_secured_tax_207005800.pdf
- tax_bills_2026-27/KeelCounty_secured_tax_207015800.pdf
- tax_bills_2026-27/scan_juniper_04123605.pdf
Expected deliverables
- tax_bills.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 parcel | csv_set_equal | yes | 0 |
| row count | csv_row_count | yes | 0 |
| county and delinquency flag | csv_values_match | yes | 0 |
| assessed values and exemptions | csv_values_match | yes | 0 |
| total tax | csv_values_match | yes | 0 |
| installments | csv_values_match | yes | 0 |
| due dates | 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 | 2.6 | 0.0325 | |
| Codex / GPT-5.6 sol | 3 | 3 | 1.3 | 0.1841 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "property-tax-bills".