← Heatmap / GLM 5.3 Flash · Task 53
GLM 5.3 Flash · Single-turn · Task 53 (Calculation, upper bracket, resolved amendment)
Mean 100.0%
| Field | Expected | Rollout #1 (100%) | Rollout #2 (100%) | Rollout #3 (100%) |
|---|---|---|---|---|
| decision | calculate | calculate | calculate | calculate |
| currency | LCR | LCR | LCR | LCR |
| gross pay | 4484.82 | 4484.82 | 4484.82 | 4484.82 |
| employee contribution | 179.39 | 179.39 | 179.39 | 179.39 |
| allowed deduction | 395.18 | 395.18 | 395.18 | 395.18 |
| taxable pay | 3910.25 | 3910.25 | 3910.25 | 3910.25 |
| income tax | 325.85 | 325.85 | 325.85 | 325.85 |
| net pay | 3584.40 | 3584.40 | 3584.40 | 3584.40 |
| clauses | R1 R2 R3 R4 R5 R6 R9 | R1 R2 R3 R4 R5 R6 R9 | R1 R2 R3 R4 R5 R6 R9 | 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: {"c930a30c2090b4dc-payroll": {"kind": "payroll", "record": {"gross_pay": "4484.82", "payroll_month": "2026-11", "allowed_deduction": "395.18"}}, "c930a30c2090b4dc-contract": {"kind": "contract", "gross_pay": "4728.75"}, "c930a30c2090b4dc-amendment": {"kind": "amendment", "gross_pay": "4484.82", "approved": true, "effective_month": "2026-05"}}
Authoritative case reference schedule: {"first-half": {"rate": "0.06", "cap": "4000.00", "deduction": "400.00", "free": "1100.00", "upper": "3600.00", "middle_rate": "0.14", "upper_rate": "0.24"}, "second-half": {"rate": "0.04", "cap": "4500.00", "deduction": "400.00", "free": "900.00", "upper": "3600.00", "middle_rate": "0.10", "upper_rate": "0.18"}}
Rollouts
Rollout #1 100.0% passed · 15.1s · $0.0011
| 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": "4484.82",
"employee_contribution": "179.39",
"allowed_deduction": "395.18",
"taxable_pay": "3910.25",
"income_tax": "325.85",
"net_pay": "3584.40",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6", "R9"],
"explanation": "Payroll month 2026-11 selects the second-half row of the case schedule (rate 0.04, wage cap 4500.00, deduction cap 400.00, tax-free 900.00, upper boundary 3600.00). The contract gross (4728.75) conflicts with the payroll gross, but the approved amendment effective 2026-05 matches the payroll gross (4484.82), so the conflict is resolved under R9. Contribution: 4484.82 x 0.04 = 179.3928 -> 179.39. Deduction 395.18 is within the 400.00 cap and below available pay (4484.82 - 179.39 = 4305.43). Taxable pay: 4484.82 - 179.39 - 395.18 = 3910.25. Tax: 2700.00 x 0.10 + 310.25 x 0.18 = 325.845 -> 325.85. Net pay: 4484.82 - 179.39 - 395.18 - 325.85 = 3584.40."
}
Reasoning
Let me process this payroll record. Inputs: - gross_pay: 4484.82 - payroll_month: 2026-11 - allowed_deduction: 395.18 - contract gross_pay: 4728.75 (differs from payroll gross_pay) - amendment: gross_pay 4484.82, approved: true, effective_month: 2026-05 Reference schedule (authoritative case schedule): - second-half (2026-07 through 2026-12): rate 0.04, cap 4500.00, deduction 400.00, free 900.00, upper 3600.00, middle_rate 0.10, upper_rate 0.18 Step 1: Check required inputs per R7. - gross_pay present: 4484.82 ✓ - payroll_month present: 2026-11 ✓ - Month has reference row: 2026-11 is in 2026-07 through 2026-12, second-half row ✓ - contract_gross_pay 4728.75 differs from gross_pay 4484.82. Check amendment: approved=true, effective_month 2026-05 ≤ 2026-11, amount 4484.82 equals payroll gross_pay 4484.82. So amendment resolves conflict under R9. ✓ Step 2: Employee contribution (R3). - Contribution rate: 0.04 (second-half from case schedule) - Wage cap: 4500.00 - min(4484.82, 4500.00) = 4484.82 - Contribution = 4484.82 × 0.04 = 179.3928 → round to 179.39 Let me compute: 4484.82 × 0.04 = 179.3928. Round half-up to two decimals: 179.39. Step 3: Allowed deduction (R4). - Deduction cap: 400.00 - Gross pay minus contribution: 4484.82 − 179.39 = 4305.43 - allowed_deduction = 395.18 ≤ 400.00 ✓ and ≤ 4305.43 ✓ - So allowed deduction = 395.18 Step 4: Taxable pay. - Taxable pay = gross − contribution − deduction = 4484.82 − 179.39 − 395.18 = 3910.25 Compute: 4484.82 − 179.39 = 4305.43; 4305.43 − 395.18 = 3910.25. Step 5: Income tax (R5). - Tax-free amount: 900.00 - Upper bracket begins: 3600.00 - Middle rate: 0.10, upper rate: 0.18 Taxable pay = 3910.25. - Portion up to 900: untaxed. - Portion 900 to 3600: 2700.00 × 0.10 = 270.00 - Portion above 3600: 3910.25 − 3600 = 310.25 × 0.18 = 55.845 Total tax = 270.00 + 55.845 = 325.845 → round half-up: 325.85. Wait: 55.845 rounds... but we don't round intermediate products; sum first: 270.00 + 55.845 = 325.845, round to 325.85 (round half-up: 325.845 → third decimal is 5, so round up: 325.85). Actually 325.845 → two decimals: look at third decimal 5, round half up → 325.85. Yes. Hmm, but wait — the exact decimal: 310.25 × 0.18 = 55.845. 2700 × 0.10 = 270. Sum = 325.845. Round half-up → 325.85. Step 6: Net pay (R6). - Net = gross − contribution − deduction − tax = 4484.82 − 179.39 − 395.18 − 325.85 Compute: 4484.82 − 179.39 = 4305.43; 4305.43 − 395.18 = 3910.25; 3910.25 − 325.85 = 3584.40. Net pay = 3584.40. Answer fields: - decision: "calculate" - currency: "LCR" - gross_pay: "4484.82" - employee_contribution: "179.39" - allowed_deduction: "395.18" - taxable_pay: "3910.25" - income_tax: "325.85" - net_pay: "3584.40" - clauses: R1 (row selection), R2 (rounding), R3 (contribution), R4 (deduction), R5 (tax), R6 (net pay), R9 (amendment resolves 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 to resolve the contract conflict, so include R9. Clauses: ["R1","R2","R3","R4","R5","R6","R9"] Optionally an explanation string. I'll include a brief explanation.
Rollout #2 100.0% passed · 14.3s · $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": "4484.82",
"employee_contribution": "179.39",
"allowed_deduction": "395.18",
"taxable_pay": "3910.25",
"income_tax": "325.85",
"net_pay": "3584.40",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6", "R9"],
"explanation": "The contract gross pay (4728.75) conflicts with the payroll record (4484.82), but the approved amendment with effective_month 2026-05 (no later than 2026-11) and matching amount 4484.82 resolves the conflict under R9. The 2026-11 payroll month selects the case schedule's second-half row (rate 0.04, wage cap 4500.00, deduction cap 400.00, tax-free 900.00, upper bracket 3600.00, middle rate 0.10, upper rate 0.18). Contribution: 0.04 x min(4484.82, 4500.00) = 179.39. Allowed deduction 395.18 is within the 400.00 cap and available pay. Taxable pay: 4484.82 - 179.39 - 395.18 = 3910.25. Tax: first 900.00 untaxed; (3600.00 - 900.00) x 0.10 = 270.00; (3910.25 - 3600.00) x 0.18 = 55.845; total 325.845 rounds to 325.85. Net pay: 4484.82 - 179.39 - 395.18 - 325.85 = 3584.40."
}
Reasoning
Let me process this payroll record. Inputs: - gross_pay: "4484.82" - payroll_month: "2026-11" - allowed_deduction: "395.18" - contract gross_pay: "4728.75" - amendment: gross_pay "4484.82", approved true, effective_month "2026-05" Case schedule (authoritative, replaces defaults): - second-half (2026-11 falls in 2026-07 through 2026-12): rate 0.04, cap 4500.00, deduction cap 400.00, free 900.00, upper 3600.00, middle_rate 0.10, upper_rate 0.18 Check R7 order: 1. gross_pay present: "4484.82" ✓ 2. payroll_month present: "2026-11" ✓ 3. Month has reference row: 2026-11 → second-half ✓ 4. Contract conflict: contract gross_pay "4728.75" differs from payroll gross_pay "4484.82". Amendment: approved true, effective_month "2026-05" ≤ "2026-11", amount "4484.82" equals payroll record's gross_pay "4484.82". So amendment resolves conflict under R9. Cite R9 in calculated answer. Now calculate: Employee contribution (R3): rate 0.04 × min(4484.82, 4500.00) = 0.04 × 4484.82 = 179.3928 → round to 179.39. Wait, R2 says round monetary calculation results to two decimal places using round-half-up. 0.04 × 4484.82 = 179.3928 → 179.39. Allowed deduction (R4): 395.18. Check: must not exceed deduction cap 400.00 ✓ and gross pay minus rounded contribution: 4484.82 − 179.39 = 4305.43. 395.18 ≤ 4305.43 ✓. So allowed deduction = 395.18. Taxable pay (R4): gross − contribution − deduction = 4484.82 − 179.39 − 395.18 = 3910.25. Let me compute: 4484.82 − 179.39 = 4305.43. 4305.43 − 395.18 = 3910.25. Income tax (R5): progressive brackets with free = 900.00, upper = 3600.00, middle_rate 0.10, upper_rate 0.18. Taxable pay 3910.25. - Portion up to 900.00: untaxed. - Portion 900.00 to 3600.00: 2700.00 × 0.10 = 270.00. - Portion above 3600.00: 3910.25 − 3600.00 = 310.25 × 0.18 = 55.845. Total = 270.00 + 55.845 = 325.845 → round half-up to 325.85? Wait, 325.845 rounds to 325.85 (round-half-up: third decimal 5 rounds up). Actually 325.845 → the digit after second decimal is 5, so round up: 325.85. Hmm, but "Do not round intermediate bracket products separately before summing income tax." So sum 270.00 + 55.845 = 325.845, then round → 325.85. Wait, let me double-check 310.25 × 0.18 = 55.845. Yes. Total tax = 325.845 → 325.85. Net pay (R6): gross − contribution − deduction − tax = 4484.82 − 179.39 − 395.18 − 325.85. 4484.82 − 179.39 = 4305.43. 4305.43 − 395.18 = 3910.25. 3910.25 − 325.85 = 3584.40. Net pay = 3584.40. Fields: - decision: "calculate" - currency: "LCR" - gross_pay: "4484.82" - employee_contribution: "179.39" - allowed_deduction: "395.18" - taxable_pay: "3910.25" - income_tax: "325.85" - net_pay: "3584.40" - clauses: R1, R2, R3, R4, R5, R6, R9 (amendment resolves conflict) Citation: "Calculated answers cite R1 through R6, and also R9 only when an amendment is needed to resolve a conflict." Here the amendment is needed to resolve the contract conflict (contract differs from payroll gross). So include R9. Clauses: ["R1", "R2", "R3", "R4", "R5", "R6", "R9"]. Optional explanation string permitted. I could add brief explanation noting amendment resolves conflict. Output one JSON object, no markdown fences.
Rollout #3 100.0% passed · 14.3s · $0.0010
| 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": "4484.82",
"employee_contribution": "179.39",
"allowed_deduction": "395.18",
"taxable_pay": "3910.25",
"income_tax": "325.85",
"net_pay": "3584.40",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6", "R9"],
"explanation": "Payroll month 2026-11 selects the second-half case schedule row (rate 0.04, wage cap 4500.00, deduction cap 400.00, tax-free 900.00, upper boundary 3600.00, middle 0.10, upper 0.18). The contract gross pay (4728.75) conflicts with the payroll record, but the approved amendment effective 2026-05 matches the payroll gross pay of 4484.82, so the conflict is resolved under R9. Contribution: 0.04 x 4484.82 = 179.39. Deduction 395.18 is within the 400.00 cap and available pay. Taxable pay: 4484.82 - 179.39 - 395.18 = 3910.25. Tax: 2700.00 x 0.10 + 310.25 x 0.18 = 325.845, rounded to 325.85. Net pay: 4484.82 - 179.39 - 395.18 - 325.85 = 3584.40."
}
Reasoning
Let me process this payroll record. Inputs: - Payroll record: gross_pay = 4484.82, payroll_month = 2026-11, allowed_deduction = 395.18 - Contract gross_pay = 4728.75 (conflicts with payroll gross_pay 4484.82) - Amendment: gross_pay = 4484.82, approved = true, effective_month = 2026-05 Case reference schedule (authoritative, replaces defaults): - first-half (2026-01 through 2026-06): rate 0.06, cap 4000.00, deduction 400.00, free 1100.00, upper 3600.00, middle_rate 0.14, upper_rate 0.24 - second-half (2026-07 through 2026-12): rate 0.04, cap 4500.00, deduction 400.00, free 900.00, upper 3600.00, middle_rate 0.10, upper_rate 0.18 Payroll month 2026-11 → second-half row. Check order per R7: 1. Missing gross_pay? No, present (4484.82). 2. Missing payroll_month? No, 2026-11. 3. Month without reference row? 2026-11 is covered by second-half row. OK. 4. Contract conflict: contract gross_pay 4728.75 differs from payroll gross_pay 4484.82. Check amendment under R9: approved = true, effective_month 2026-05 ≤ 2026-11, amount 4484.82 equals payroll record's gross pay 4484.82. So the amendment resolves the conflict. Use gross_pay = 4484.82. Cite R9. Now calculate: Employee contribution (R3): rate 0.04 × min(4484.82, 4500.00) = 0.04 × 4484.82 = 179.3928 → round to 179.39. Allowed deduction (R4): 395.18. Check cap: 400.00 (second-half deduction cap). 395.18 ≤ 400.00 OK. Check gross pay minus rounded contribution: 4484.82 − 179.39 = 4305.43. 395.18 ≤ 4305.43 OK. Taxable pay: 4484.82 − 179.39 − 395.18 = 3910.25. Let me compute: 4484.82 − 179.39 = 4305.43. 4305.43 − 395.18 = 3910.25. Income tax (R5), second-half: free = 900.00, upper boundary = 3600.00, middle_rate = 0.10, upper_rate = 0.18. - Portion up to 900.00: untaxed. - Portion 900.00 to 3600.00: 2700.00 × 0.10 = 270.00. - Portion above 3600.00: 3910.25 − 3600.00 = 310.25 × 0.18 = 55.845. Total tax = 270.00 + 55.845 = 325.845 → round half-up to 325.85. Wait — R2 says round monetary calculation results to two decimal places using round-half-up. Do not round intermediate bracket products separately before summing income tax. So sum first: 270.00 + 55.845 = 325.845, then round → 325.85. Hmm, 325.845 rounds to 325.85 with round-half-up (the third decimal is 5, round up the second decimal: 325.84 + 0.01 = 325.85). Actually 325.845 → the digit after hundredths is 5, so round up: 325.85. Yes. Net pay (R6): 4484.82 − 179.39 − 395.18 − 325.85 = ? 4484.82 − 179.39 = 4305.43. 4305.43 − 395.18 = 3910.25. 3910.25 − 325.85 = 3584.40. Net pay = 3584.40. Fields: - decision: "calculate" - currency: "LCR" - gross_pay: "4484.82" - employee_contribution: "179.39" - allowed_deduction: "395.18" - taxable_pay: "3910.25" - income_tax: "325.85" - net_pay: "3584.40" - clauses: R1, R2, R3, R4, R5, R6, R9 (amendment resolves conflict). Citation requirements: 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 conflict), so include R9. Also mention the case schedule in R1? Clauses are identifiers like R3. I'll include ["R1","R2","R3","R4","R5","R6","R9"]. Optional explanation string permitted. I can add a brief explanation noting the amendment resolved the conflict and the second-half schedule row applies. Do not include input-only fields like payroll_month, contract_gross_pay, amendment. Money as strings with two decimals. Good. Double-check contribution: 0.04 × 4484.82 = 179.3928. Round half-up to two decimals: 179.39 (third decimal 2 < 5). Yes. Check wage cap: 4500.00; min(4484.82, 4500.00) = 4484.82. Correct. Taxable pay 3910.25 > upper boundary 3600.00, so upper bracket applies to 310.25. Tax: 2700.00 × 0.10 = 270.00; 310.25 × 0.18 = 55.845. Sum 325.845 → 325.85. Net: 3584.40. JSON only, no markdown fences.