← Heatmap / DeepSeek V4.1 Flash · Task 37
DeepSeek V4.1 Flash · Single-turn · Task 37 (Calculation, wage cap binds)
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 | 8070.19 | 8070.19 | 8070.19 | 8070.19 |
| employee contribution | 200.00 | 200.00 | 200.00 | 200.00 |
| allowed deduction | 287.02 | 287.02 | 287.02 | 287.02 |
| taxable pay | 7583.17 | 7583.17 | 7583.17 | 7583.17 |
| income tax | 1184.63 | 1184.63 | 1184.63 | 1184.63 |
| net pay | 6398.54 | 6398.54 | 6398.54 | 6398.54 |
| clauses | R1 R2 R3 R4 R5 R6 | R1 R2 R3 R4 R5 R6 | R1 R2 R3 R4 R5 R6 | R1 R2 R3 R4 R5 R6 |
Prompt
Process this monthly payroll record under the supplied rulebook. Return the R6 or R7 JSON answer.
Source documents: {"4c09f376cdcad6f5-payroll": {"kind": "payroll", "record": {"gross_pay": "8070.19", "payroll_month": "2026-03", "allowed_deduction": "287.02"}}, "4c09f376cdcad6f5-contract": {"kind": "contract", "gross_pay": "8070.19"}}
Authoritative case reference schedule: {"first-half": {"rate": "0.04", "cap": "5000.00", "deduction": "400.00", "free": "900.00", "upper": "2800.00", "middle_rate": "0.12", "upper_rate": "0.20"}, "second-half": {"rate": "0.05", "cap": "4000.00", "deduction": "400.00", "free": "1100.00", "upper": "3600.00", "middle_rate": "0.08", "upper_rate": "0.22"}}
Rollouts
Rollout #1 100.0% passed · 7.7s · $0.0022
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R2 R3 R4 R5 R6 |
| exact | 100.0% | R1 R2 R3 R4 R5 R6 |
| field accuracy | 100.0% | R1 R2 R3 R4 R5 R6 |
| citations | 100.0% | R1 R2 R3 R4 R5 R6 |
Assistant
{
"decision": "calculate",
"currency": "LCR",
"gross_pay": "8070.19",
"employee_contribution": "200.00",
"allowed_deduction": "287.02",
"taxable_pay": "7583.17",
"income_tax": "1184.63",
"net_pay": "6398.54",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need process. Need determine calculation. Let's parse. Record: gross_pay 8070.19, payroll_month 2026-03, allowed_deduction 287.02. Contract gross_pay same 8070.19, no conflict. Authoritative case reference schedule supplied. Month 2026-03 falls first-half. Use schedule values: rate 0.04, cap 5000.00, deduction cap 400.00, tax-free 900.00, upper bracket begins 2800.00, middle rate 0.12, upper rate 0.20. Need calculate employee contribution = rate * min(gross, wage cap). min(8070.19,5000)=5000.00. contribution = 0.04*5000 = 200.00. Round. Allowed deduction default? provided 287.02. Must not exceed selected deduction cap 400 or gross minus rounded employee contribution: 8070.19 - 200.00 = 7870.19. 287.02 <= both. ok. Taxable pay = gross - employee contribution - allowed deduction = 8070.19 - 200.00 - 287.02 = 7583.17? Compute: 8070.19 - 200 = 7870.19. minus 287.02 = 7583.17. yes. Income tax progressive: taxable 7583.17. Tax-free amount 900.00 untaxed. Portion above free up to upper boundary 2800.00 uses middle rate. Need interpret "Taxable pay up to tax-free amount untaxed. Portion above that amount up to upper-bracket boundary uses middle rate. Portion above upper-bracket boundary uses upper rate." Upper bracket begins = 2800.00. So middle portion = max(0, min(taxable, upper) - free) = min(7583.17,2800)-900 = 2800-900=1900.00. Middle tax = 1900*0.12 = 228.00. Upper portion = taxable - upper = 7583.17 - 2800 = 4783.17. Upper tax = 4783.17*0.20 = 956.634. Round? R2: Do not round intermediate bracket products separately before summing income tax. So total = 228.00 + 956.634 = 1184.634. Round total half-up to two decimals = 1184.63? Wait 1184.634 rounds to 1184.63 if third decimal 4? Let's see 1184.634: hundredths digits 3? 1184.63 with third decimal 4, yes 1184.63. But if exact product 4783.17*0.2 = 956.634. Sum = 1184.634. Round half-up to 2 decimals: 1184.63 because third decimal is 4 (<5). Yes. Check if should round upper product? R2 says do not round intermediate bracket products separately before summing. So total 1184.634 -> 1184.63. If separately rounded: 956.63 + 228 = 1184.63 same. fine. Net pay = gross - employee contribution - allowed deduction - income tax = 8070.19 - 200.00 - 287.02 - 1184.63. 8070.19 - 200 = 7870.19. -287.02 = 7583.17. -1184.63 = 6398.54. Compute 7583.17 - 1184.63 = 6398.54. Need output fields decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Money strings two decimals. Clauses maybe R1-R6. Since no amendment needed. Cite R1 through R6. The allowed answer fields: calculate uses decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. optional explanation permitted. We can include no explanation. Need exactly required fields. JSON object no markdown. Need ensure clauses maybe ["R1","R2","R3","R4","R5","R6"]. The instructions: Calculated answers cite R1 through R6, and also R9 only when amendment needed. So include R1-R6. Double-check R1 schedule: "When supplied, its numeric values replace defaults above for that case only." We used schedule. Month 2026-03 first-half. Good. Potential issue: contract gross_pay same, no conflict. Good. Potential issue: allowed_deduction must not exceed gross pay minus rounded employee contribution. It doesn't. Deduction cap 400.00, allowed 287.02. Good. Potential issue: gross_pay input has two decimals. ok. Potential issue: "Only 2026 covered" yes. Potential issue: "currency LCR" yes. Need final JSON. Let's verify arithmetic with decimal: Gross 8070.19 Contribution: min(8070.19,5000.00)=5000.00 * 0.04 = 200.00 Allowed deduction 287.02 Taxable = 8070.19 - 200.00 - 287.02 = 7583.17 Tax: free 900 => 0 middle bracket: upper begins 2800.00. portion (2800 - 900)=1900 * 0.12 = 228.00 upper: 7583.17 - 2800 = 4783.17 * 0.20 = 956.634 Total = 1184.634 -> round half-up = 1184.63. Wait round-half-up: 1184.634, third decimal is 4, so 1184.63. Yes. Net = 7583.17 - 1184.63 = 6398.54. Let's ensure if taxable pay "up to upper-bracket boundary" maybe upper bracket begins at 2800, so middle rate applies from 900 to 2800. yes. What about tax-free amount 900: "Taxable pay up to tax-free amount is untaxed." yes. Now final JSON. Need "clauses": maybe ["R1","R2","R3","R4","R5","R6"]. Good. No explanation. Ensure valid JSON.
Rollout #2 100.0% passed · 6.1s · $0.0019
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R2 R3 R4 R5 R6 |
| exact | 100.0% | R1 R2 R3 R4 R5 R6 |
| field accuracy | 100.0% | R1 R2 R3 R4 R5 R6 |
| citations | 100.0% | R1 R2 R3 R4 R5 R6 |
Assistant
{
"decision": "calculate",
"currency": "LCR",
"gross_pay": "8070.19",
"employee_contribution": "200.00",
"allowed_deduction": "287.02",
"taxable_pay": "7583.17",
"income_tax": "1184.63",
"net_pay": "6398.54",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need compute according rules, with authoritative schedule replacing defaults. Need process record. Need check conflicts: contract gross_pay equals gross_pay 8070.19, so no conflict. Month 2026-03 first-half. Use case schedule first-half: rate 0.04, cap 5000.00, deduction cap 400.00, tax-free 900.00, upper bracket begins 2800.00, middle 0.12, upper 0.20. Inputs: gross_pay 8070.19, allowed_deduction 287.02. Employee contribution = rate * min(gross, cap) = 0.04 * 5000.00 = 200.00. Round 200.00. Allowed deduction defaults? Given 287.02. Must not exceed deduction cap 400 and gross - contribution = 8070.19 - 200.00 = 7870.19. 287.02 <= both. So allowed_deduction 287.02. Taxable pay = gross - employee contribution - allowed deduction = 8070.19 - 200.00 - 287.02 = 7583.17? Let's compute: 8070.19 - 200 = 7870.19. minus 287.02 = 7583.17. Yes. Income tax progressive: Taxable pay 7583.17. Tax-free amount 900.00 untaxed. Portion above free up to upper boundary: upper bracket begins 2800.00. Need interpret: Taxable pay up to tax-free untaxed. Portion above that amount up to upper-bracket boundary uses middle rate. Upper bracket boundary = 2800.00. So middle taxable amount = max(0, min(taxable, upper) - free) = min(7583.17,2800) - 900 = 2800 - 900 = 1900.00. Middle tax = 1900 * 0.12 = 228.00. Portion above upper = taxable - upper = 7583.17 - 2800 = 4783.17. Upper tax = 4783.17 * 0.20 = 956.634. Round? R2: do not round intermediate bracket products separately before summing income tax. Need compute total = 228 + 956.634 = 1184.634. Round total to two decimals half-up = 1184.63 (since third decimal 4). Wait 956.634 -> total 1184.634, round half-up to 1184.63. If rounding each product: upper 956.63, total 1184.63 same. Good. Net pay = gross - employee contribution - allowed deduction - income tax = 8070.19 - 200 - 287.02 - 1184.63 = 7583.17 - 1184.63 = 6398.54. Let's compute: 7583.17 - 1184.63 = 6398.54. Need output calculate decision, currency LCR, fields strings two decimal. Clauses supporting calculation: R1 through R6. No amendment needed. Should cite R1-R6. Maybe R1,R2,R3,R4,R5,R6. The prompt says calculated answers cite R1 through R6. Need include clauses array. Also optional explanation permitted? Not needed. Need exactly required answer fields and only clauses directly govern. For calculate allowed fields: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Include no input-only fields. Use strings with two decimals. JSON object no markdown. Ensure all money strings. decision "calculate". clauses maybe ["R1","R2","R3","R4","R5","R6"]. Let's double-check if any subtlety: Authoritative schedule: first-half rate 0.04 cap 5000. So contribution 200.00. Deduction cap 400, allowed 287.02. Taxable pay 7583.17. Income tax: free 900, upper begins 2800. Middle rate 0.12, upper 0.20. Tax on 1900 = 228. Tax on 4783.17 = 956.634. Sum 1184.634 -> round 1184.63. Net 8070.19 - 200 - 287.02 - 1184.63 = 6398.54. Yes. Need ensure R2 round-half-up for 1184.634: 1184.63 because 4. If 1184.635 would 1184.64. Good. Potential issue: Employee contribution: 0.04 * 5000.00 = 200.00 exactly. Good. Potential issue: allowed_deduction must not exceed gross minus rounded contribution. 8070.19 - 200 = 7870.19. 287.02 okay. Potential issue: contract gross_pay equals gross_pay, no conflict, no amendment. Good. Need maybe cite R9? No, calculated answers cite R1-R6 and also R9 only when amendment needed. Not needed. Return exactly JSON. No markdown fences. Ensure money strings. Let's craft.
Rollout #3 100.0% passed · 5.6s · $0.0019
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R2 R3 R4 R5 R6 |
| exact | 100.0% | R1 R2 R3 R4 R5 R6 |
| field accuracy | 100.0% | R1 R2 R3 R4 R5 R6 |
| citations | 100.0% | R1 R2 R3 R4 R5 R6 |
Assistant
{
"decision": "calculate",
"currency": "LCR",
"gross_pay": "8070.19",
"employee_contribution": "200.00",
"allowed_deduction": "287.02",
"taxable_pay": "7583.17",
"income_tax": "1184.63",
"net_pay": "6398.54",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need calculate. Need parse rules. We have payroll record gross 8070.19, month 2026-03, allowed_deduction 287.02. Contract gross same 8070.19, so no conflict. Authoritative case reference schedule supplied. Month 2026-03 falls first-half. Use schedule values: rate 0.04, cap 5000.00, deduction cap 400.00, free 900.00, upper 2800.00, middle_rate 0.12, upper_rate 0.20. Need calculate employee contribution = rate * min(gross, cap). min(8070.19,5000)=5000.00. contribution = 0.04*5000 = 200.00. Round 200.00. Allowed deduction = 287.02. Must not exceed deduction cap 400 or gross minus rounded employee contribution = 8070.19 - 200.00 = 7870.19. 287.02 <= both. OK. Taxable pay = gross - employee_contribution - allowed_deduction = 8070.19 - 200.00 - 287.02 = 7583.17? Let's compute: 8070.19 - 200 = 7870.19; -287.02 = 7583.17. yes. Income tax progressive: Taxable pay 7583.17. Tax-free 900.00. Upper bracket begins 2800.00. Portion above free up to upper boundary: 2800 - 900 = 1900.00 taxed at middle 0.12 = 228.00. Portion above upper: 7583.17 - 2800 = 4783.17 taxed at upper 0.20 = 956.634. Sum = 1184.634. Round half-up to two decimals = 1184.63? Need check: 1184.634 -> two decimal: third decimal 4? Actually 1184.634, hundredths digits: 1184.63, thousandths = 4 -> round down 1184.63. Wait 956.634 + 228 = 1184.634. Round half-up: 1184.63 if third decimal 4. yes. But if 956.634 is 4783.17*0.20 = 956.634 exactly. Sum 1184.634. Round to 1184.63. Net pay = gross - employee_contribution - allowed_deduction - income_tax = 8070.19 - 200.00 - 287.02 - 1184.63 = 6398.54? Compute 8070.19 - 200 = 7870.19; -287.02 = 7583.17; -1184.63 = 6398.54. yes. Need return decision calculate, currency LCR, monetary strings two decimals. Clauses: R1 through R6. Also R9 only if amendment needed. No amendment. Contract matches, no conflict. Cite R1,R2,R3,R4,R5,R6? The instruction: Calculated answers cite R1 through R6, and also R9 only when amendment needed. So clauses ["R1","R2","R3","R4","R5","R6"]. Maybe include R1 for schedule? yes. Need ensure no extra fields. Optional explanation permitted but not necessary. Must be JSON object no markdown. Use exactly required answer fields and only clauses. For calculate fields: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Maybe no explanation. Ensure money strings two decimals. Let's double-check arithmetic and rounding. Employee contribution: 0.04*5000 = 200.00. Allowed deduction 287.02. Taxable pay 7583.17. Tax brackets: free 900, upper begins 2800. Middle portion = 1900.00 * 0.12 = 228.00. Upper portion = 7583.17 - 2800 = 4783.17. *0.20 = 956.634. Sum 1184.634. Round half-up to 1184.63. Wait half-up: 1184.634, to two decimals: The thousandths digit is 4, so 1184.63. If it were 1184.635, 1184.64. Correct. Net: 8070.19 - 200.00 = 7870.19. -287.02 = 7583.17. -1184.63 = 6398.54. Check allowed deduction cap: 400.00. Gross minus contribution = 7870.19. OK. Need maybe cite R1 for selecting first-half schedule. R2 arithmetic. R3 contribution. R4 deduction. R5 tax. R6 net. Good. Final JSON.