← Heatmap / GLM 5.3 Flash · Task 62
GLM 5.3 Flash · Single-turn · Task 62 (Calculation, at the tax-free line, resolved amendment)
Mean 50.0%
| Field | Expected | Rollout #1 (100%) | Rollout #2 (-50%) | Rollout #3 (100%) |
|---|---|---|---|---|
| decision | calculate | calculate | (malformed) | calculate |
| currency | LCR | LCR | (malformed) | LCR |
| gross pay | 1249.98 | 1249.98 | (malformed) | 1249.98 |
| employee contribution | 50.00 | 50.00 | (malformed) | 50.00 |
| allowed deduction | 0.00 | 0.00 | (malformed) | 0.00 |
| taxable pay | 1199.98 | 1199.98 | (malformed) | 1199.98 |
| income tax | 0.00 | 0.00 | (malformed) | 0.00 |
| net pay | 1199.98 | 1199.98 | (malformed) | 1199.98 |
| clauses | R1 R2 R3 R4 R5 R6 R9 | R1 R2 R3 R4 R5 R6 R9 | (malformed) | R1 R2 R3 R4 R5 R6 R9 |
Prompt
Process this monthly payroll record under the supplied rulebook. Return the R6 or R7 JSON answer.
Source documents: {"7ef060124ff31e6f-payroll": {"kind": "payroll", "record": {"gross_pay": "1249.98", "payroll_month": "2026-03"}}, "7ef060124ff31e6f-contract": {"kind": "contract", "gross_pay": "1289.55"}, "7ef060124ff31e6f-amendment": {"kind": "amendment", "gross_pay": "1249.98", "approved": true, "effective_month": "2026-03"}}
Authoritative case reference schedule: {"first-half": {"rate": "0.04", "cap": "3500.00", "deduction": "400.00", "free": "1200.00", "upper": "3600.00", "middle_rate": "0.08", "upper_rate": "0.24"}, "second-half": {"rate": "0.04", "cap": "4500.00", "deduction": "400.00", "free": "1000.00", "upper": "3000.00", "middle_rate": "0.10", "upper_rate": "0.20"}}
Rollouts
Rollout #1 100.0% passed · 7.6s · $0.0009
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R2 R3 R4 R5 R6 R9 |
| exact | 100.0% | R1 R2 R3 R4 R5 R6 R9 |
| field accuracy | 100.0% | R1 R2 R3 R4 R5 R6 R9 |
| citations | 100.0% | R1 R2 R3 R4 R5 R6 R9 |
Assistant
{
"decision": "calculate",
"currency": "LCR",
"gross_pay": "1249.98",
"employee_contribution": "50.00",
"allowed_deduction": "0.00",
"taxable_pay": "1199.98",
"income_tax": "0.00",
"net_pay": "1199.98",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6", "R9"],
"explanation": "The contract gross pay (1289.55) conflicts with the payroll record (1249.98), but the approved amendment effective 2026-03 matches the payroll gross pay, so it resolves the conflict under R9 and gross pay is 1249.98. Payroll month 2026-03 selects the first-half row of the case schedule (rate 0.04, cap 3500.00, deduction cap 400.00, tax-free 1200.00). Employee contribution: 0.04 \u00d7 1249.98 = 49.9992 \u2192 50.00. No allowed deduction was supplied, so 0.00. Taxable pay: 1249.98 \u2212 50.00 \u2212 0.00 = 1199.98, which is below the 1200.00 tax-free amount, so income tax is 0.00. Net pay: 1249.98 \u2212 50.00 \u2212 0.00 \u2212 0.00 = 1199.98."
}
Reasoning
Let me process this payroll record. Inputs: - Payroll record: gross_pay = "1249.98", payroll_month = "2026-03" - Contract: gross_pay = "1289.55" - Amendment: gross_pay = "1249.98", approved = true, effective_month = "2026-03" - Reference schedule: first-half: rate 0.04, cap 3500.00, deduction 400.00, free 1200.00, upper 3600.00, middle_rate 0.08, upper_rate 0.24; second-half: rate 0.04, cap 4500.00, deduction 400.00, free 1000.00, upper 3000.00, middle_rate 0.10, upper_rate 0.20 Step 1: Check for conflicts. Contract gross_pay (1289.55) differs from payroll gross_pay (1249.98). Amendment present: approved = true, effective_month = 2026-03 which is not later than payroll month 2026-03, and amendment amount (1249.98) equals payroll record's gross pay (1249.98). So the amendment resolves the conflict under R9. Gross pay = 1249.98. Step 2: Reference row. Payroll month 2026-03 is in first half (2026-01 through 2026-06). Use the case schedule's first-half row: rate 0.04, cap 3500.00, deduction cap 400.00, tax-free 1200.00, upper begins 3600.00, middle rate 0.08, upper rate 0.24. Step 3: Employee contribution (R3): rate × min(gross, cap) = 0.04 × min(1249.98, 3500.00) = 0.04 × 1249.98 = 49.9992 → round to 50.00. Wait, 0.04 × 1249.98 = 49.9992. Round half up to two decimals: 50.00. Hmm, 49.9992 rounds to 50.00 (since 49.9992 → third decimal is 9, so 49.9992 → 50.00). Actually 49.9992 to two decimals: the digit after the second decimal place is 9 (49.99|92), so round up: 50.00. Yes, 50.00. Step 4: Allowed deduction: omitted → 0.00. Step 5: Taxable pay: gross − contribution − deduction = 1249.98 − 50.00 − 0.00 = 1199.98. Step 6: Income tax (R5): taxable 1199.98, tax-free amount 1200.00. Taxable pay up to 1200.00 is untaxed. 1199.98 ≤ 1200.00, so tax = 0.00. Step 7: Net pay (R6): 1249.98 − 50.00 − 0.00 − 0.00 = 1199.98. Fields: - decision: "calculate" - currency: "LCR" - gross_pay: "1249.98" - employee_contribution: "50.00" - allowed_deduction: "0.00" - taxable_pay: "1199.98" - income_tax: "0.00" - net_pay: "1199.98" - clauses: R1, R2, R3, R4, R5, R6, R9 (amendment needed to resolve conflict) Citation: "Calculated answers cite R1 through R6, and also R9 only when an amendment is needed to resolve a conflict." Here the amendment was needed to resolve the contract conflict, so include R9. Clause list: ["R1", "R2", "R3", "R4", "R5", "R6", "R9"] Optional explanation: mention the amendment resolved the contract conflict and calculation details. Output one JSON object without markdown fences.
Rollout #2 -50.0% malformed · 5.1s · $0.0009
| Component | Score | Clauses |
|---|---|---|
| decision | 0.0% | R1 R2 R3 R4 R5 R6 R9 |
| exact | 0.0% | R1 R2 R3 R4 R5 R6 R9 |
| field accuracy | 0.0% | R1 R2 R3 R4 R5 R6 R9 |
| citations | 0.0% | R1 R2 R3 R4 R5 R6 R9 |
Assistant
```json
{
"decision": "calculate",
"currency": "LCR",
"gross_pay": "1249.98",
"employee_contribution": "50.00",
"allowed_deduction": "0.00",
"taxable_pay": "1199.98",
"income_tax": "0.00",
"net_pay": "1199.98",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6", "R9"],
"explanation": "The contract gross pay (1289.55) conflicts with the payroll record (1249.98), but the approved amendment effective 2026-03 matches the payroll record's gross pay, resolving the conflict under R9. For 2026-03 the case schedule's first-half row applies: contribution 0.04 × min(1249.98, 3500.00) = 49.9992 → 50.00; allowed deduction defaults to 0.00; taxable pay 1249.98 − 50.00 − 0.00 = 1199.98, which is below the 1200.00 tax-free amount, so income tax is 0.00; net pay 1249.98 − 50.00 − 0.00 − 0.00 = 1199.98."
}
```
Reasoning
Let me process this payroll record. Inputs: - Payroll record: gross_pay = "1249.98", payroll_month = "2026-03" - Contract: gross_pay = "1289.55" - Amendment: gross_pay = "1249.98", approved = true, effective_month = "2026-03" - Reference schedule: first-half: rate 0.04, cap 3500.00, deduction 400.00, free 1200.00, upper 3600.00, middle_rate 0.08, upper_rate 0.24; second-half: rate 0.04, cap 4500.00, deduction 400.00, free 1000.00, upper 3000.00, middle_rate 0.10, upper_rate 0.20 Step 1: Check R7 order: 1. gross_pay present: 1249.98 ✓ 2. payroll_month present: 2026-03 ✓ 3. Month has reference row: 2026-03 is in first-half (2026-01 through 2026-06) ✓ 4. contract_gross_pay (1289.55) differs from gross_pay (1249.98) → conflict, but check R9: amendment is approved=true, effective_month 2026-03 ≤ payroll month 2026-03, and amendment gross_pay (1249.98) equals payroll record gross_pay (1249.98). So the conflict is resolved by the amendment under R9. Proceed with gross_pay = 1249.98. Step 2: Apply the authoritative case reference schedule. For 2026-03, first-half row applies: rate 0.04, cap 3500.00, deduction cap 400.00, free 1200.00, upper 3600.00, middle_rate 0.08, upper_rate 0.24. Step 3: Employee contribution (R3): rate 0.04 × min(1249.98, 3500.00) = 0.04 × 1249.98 = 49.9992 → round to 50.00 (round-half-up at two decimals: 49.9992 → 50.00). Wait: 49.9992 rounds to 50.00? Two decimal places: 49.9992 → the third decimal is 9, so 49.99 + 0.01 = 50.00. Yes, 50.00. Step 4: Allowed deduction: omitted → default 0.00 (R4). Step 5: Taxable pay (R4): gross - contribution - deduction = 1249.98 - 50.00 - 0.00 = 1199.98. Check deduction cap: 0.00 ≤ 400.00 and ≤ gross - contribution = 1199.98. Fine. Step 6: Income tax (R5): taxable 1199.98. Tax-free amount = 1200.00. Taxable pay (1199.98) ≤ 1200.00, so all untaxed. Income tax = 0.00. Step 7: Net pay (R6): 1249.98 - 50.00 - 0.00 - 0.00 = 1199.98. Fields: - decision: "calculate" - currency: "LCR" - gross_pay: "1249.98" - employee_contribution: "50.00" - allowed_deduction: "0.00" - taxable_pay: "1199.98" - income_tax: "0.00" - net_pay: "1199.98" - clauses: R1 (row selection via schedule), R2 (rounding), R3 (contribution), R4 (deduction/taxable), R5 (tax), R6 (net pay/answer), R9 (amendment resolves conflict). Citation per R9: "Calculated answers cite R1 through R6, and also R9 only when an amendment is needed to resolve a conflict." Here an amendment is needed to resolve the conflict, so include R9. Clauses: ["R1", "R2", "R3", "R4", "R5", "R6", "R9"] Optionally include explanation string. I'll add a brief explanation.
Rollout #3 100.0% passed · 5.6s · $0.0009
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R2 R3 R4 R5 R6 R9 |
| exact | 100.0% | R1 R2 R3 R4 R5 R6 R9 |
| field accuracy | 100.0% | R1 R2 R3 R4 R5 R6 R9 |
| citations | 100.0% | R1 R2 R3 R4 R5 R6 R9 |
Assistant
{
"decision": "calculate",
"currency": "LCR",
"gross_pay": "1249.98",
"employee_contribution": "50.00",
"allowed_deduction": "0.00",
"taxable_pay": "1199.98",
"income_tax": "0.00",
"net_pay": "1199.98",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6", "R9"],
"explanation": "The contract gross pay (1289.55) conflicts with the payroll record (1249.98); the approved amendment effective 2026-03 for 1249.98 resolves the conflict under R9. The 2026-03 first-half schedule row applies (R1). Contribution: 0.04 x min(1249.98, 3500.00) = 49.9992, rounded to 50.00 (R3). No allowed deduction supplied, so 0.00 (R4). Taxable pay: 1249.98 - 50.00 - 0.00 = 1199.98, which is below the 1200.00 tax-free amount, so income tax is 0.00 (R5). Net pay: 1249.98 - 50.00 - 0.00 - 0.00 = 1199.98 (R6)."
}
Reasoning
Let me work through this payroll record. Inputs: - payroll record: gross_pay = "1249.98", payroll_month = "2026-03" - contract: gross_pay = "1289.55" - amendment: gross_pay = "1249.98", approved = true, effective_month = "2026-03" Check R7 order: 1. gross_pay present: yes, "1249.98". 2. payroll_month present: "2026-03", valid format, within 2026. 3. Reference row: 2026-03 is in first-half (2026-01 through 2026-06). But there's an authoritative case reference schedule. The first-half row: rate 0.04, cap 3500.00, deduction 400.00, free 1200.00, upper 3600.00, middle_rate 0.08, upper_rate 0.20. 4. Contract conflict: contract gross_pay 1289.55 differs from payroll gross_pay 1249.98. Amendment: approved = true, effective_month = 2026-03 which is no later than payroll month 2026-03, and amendment amount 1249.98 equals payroll record gross pay 1249.98. So the conflict is resolved under R9. Calculation proceeds, citing R9. Now calculate: Employee contribution (R3): rate 0.04 × min(1249.98, 3500.00) = 0.04 × 1249.98 = 49.9992. Round to two decimals: 50.00. Wait, 49.9992 rounds half-up to 50.00? 49.9992 → two decimals: 49.9992 rounds to 50.00? Let's check: 49.9992, the third decimal is 9, so rounding to two decimals: 49.99 + 0.0092... Actually rounding 49.9992 to two decimals: look at third decimal digit = 9, so round up the second decimal: 49.99 → 50.00. Yes, 49.9992 ≈ 50.00. Hmm, wait: 49.9992. Two decimal places: 49.99|92 → the digits after are 92, which is ≥ 50, so round up: 50.00. Yes, employee_contribution = "50.00". Allowed deduction: not provided, defaults to 0.00 (R4). Check: must not exceed cap 400.00 or gross pay minus contribution = 1249.98 − 50.00 = 1199.98. 0.00 is fine. Taxable pay (R4): gross − contribution − deduction = 1249.98 − 50.00 − 0.00 = 1199.98. Income tax (R5): tax-free amount = 1200.00 (first-half schedule free). Taxable pay 1199.98 ≤ 1200.00, so tax = 0.00. Net pay (R6): 1249.98 − 50.00 − 0.00 − 0.00 = 1199.98. Fields: - decision: "calculate" - currency: "LCR" - gross_pay: "1249.98" - employee_contribution: "50.00" - allowed_deduction: "0.00" - taxable_pay: "1199.98" - income_tax: "0.00" - net_pay: "1199.98" - clauses: R1, R2, R3, R4, R5, R6, R9 (amendment needed to resolve conflict). Citations: calculated answers cite R1 through R6, and also R9 only when an amendment is needed to resolve a conflict. Here the amendment was needed (contract differs), so include R9. Also the case schedule (R1) replaces defaults — cite R1. Let me double-check contribution: 0.04 × 1249.98 = 49.9992. Round half-up to 50.00. Yes. Taxable pay: 1249.98 − 50.00 = 1199.98. Tax-free is 1200.00, so no tax. Income tax "0.00". Net pay: 1199.98. JSON output without markdown fences. Include optional explanation maybe briefly noting amendment resolution. The rules say an optional explanation string is permitted. I'll include a short explanation. Clauses: ["R1","R2","R3","R4","R5","R6","R9"].