← Heatmap / DeepSeek V4.1 Flash · Task 104
DeepSeek V4.1 Flash · Single-turn · Task 104 (Calculation, wage cap binds, 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 | 5662.30 | 5662.30 | 5662.30 | 5662.30 |
| employee contribution | 180.00 | 180.00 | 180.00 | 180.00 |
| allowed deduction | 169.02 | 169.02 | 169.02 | 169.02 |
| taxable pay | 5313.28 | 5313.28 | 5313.28 | 5313.28 |
| income tax | 748.92 | 748.92 | 748.92 | 748.92 |
| net pay | 4564.36 | 4564.36 | 4564.36 | 4564.36 |
| 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: {"1fb17c8b15731951-payroll": {"kind": "payroll", "record": {"gross_pay": "5662.30", "payroll_month": "2026-09", "allowed_deduction": "169.02"}}, "1fb17c8b15731951-contract": {"kind": "contract", "gross_pay": "6025.51"}, "1fb17c8b15731951-amendment": {"kind": "amendment", "gross_pay": "5662.30", "approved": true, "effective_month": "2026-03"}}
Authoritative case reference schedule: {"first-half": {"rate": "0.07", "cap": "3500.00", "deduction": "400.00", "free": "1100.00", "upper": "2800.00", "middle_rate": "0.14", "upper_rate": "0.20"}, "second-half": {"rate": "0.04", "cap": "4500.00", "deduction": "400.00", "free": "1000.00", "upper": "3000.00", "middle_rate": "0.12", "upper_rate": "0.22"}}
Rollouts
Rollout #1 100.0% passed · 9.2s · $0.0008
| 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": "5662.30",
"employee_contribution": "180.00",
"allowed_deduction": "169.02",
"taxable_pay": "5313.28",
"income_tax": "748.92",
"net_pay": "4564.36",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6", "R9"]
}
Reasoning
We need answer JSON only. Need process. Need be careful. We have payroll record gross_pay 5662.30, payroll_month 2026-09, allowed_deduction 169.02. Contract gross_pay 6025.51 differs. Amendment gross_pay 5662.30, approved true, effective_month 2026-03. Payroll month 2026-09. Amendment effective <= payroll, approved, amount equals payroll record gross_pay. So resolves conflict under R9. Use gross_pay 5662.30. Month 2026-09 second-half. Authoritative schedule supplied: second-half rate 0.04, cap 4500.00, deduction cap 400.00, free 1000.00, upper 3000.00, middle_rate 0.12, upper_rate 0.22. Need calculate. Gross 5662.30. Employee contribution = rate * min(gross, cap) = 0.04 * 4500.00 = 180.00. Round 180.00. Allowed deduction = 169.02. Check cap 400, and gross - contribution = 5662.30 - 180.00 = 5482.30. 169.02 <= both. OK. Taxable pay = gross - employee_contribution - allowed_deduction = 5662.30 - 180.00 - 169.02 = let's compute: 5662.30 - 180 = 5482.30. -169.02 = 5313.28. Need string 5313.28. Income tax progressive: Taxable pay 5313.28. Tax-free amount 1000.00 untaxed. Middle bracket: above free up to upper boundary 3000.00. Portion = 3000.00 - 1000.00 = 2000.00 at 0.12 = 240.00. Upper: taxable above 3000.00 = 5313.28 - 3000.00 = 2313.28 at 0.22 = compute 2313.28*0.22 = 508.9216? Let's calculate: 2313.28 * 22 /100 = 50892.16/100 = 508.9216. Round total? R2: Do not round intermediate bracket products separately before summing income tax. Sum = 240 + 508.9216 = 748.9216. Round half-up to 748.92. If rounded each: 240.00 + 508.92 = 748.92 same. Income tax 748.92. Net pay = gross - employee_contribution - allowed_deduction - income_tax = 5662.30 - 180.00 - 169.02 - 748.92. First gross - contrib = 5482.30. - deduction = 5313.28 taxable. - tax 748.92 = 4564.36. Compute: 5313.28 - 748.92 = 4564.36. Yes. Need return decision calculate, currency LCR, fields as strings two decimals: gross_pay "5662.30", employee_contribution "180.00", allowed_deduction "169.02", taxable_pay "5313.28", income_tax "748.92", net_pay "4564.36". Clauses: calculated answers cite R1-R6, and R9 when amendment needed. Here conflict resolved by amendment, so cite R1, R2, R3, R4, R5, R6, R9. Need only clauses that directly govern answer. Include R9 because amendment needed. Maybe R1 required records and reference schedule? R1 yes. R2 arithmetic. R3 contribution. R4 deduction. R5 tax. R6 net. R9 conflict. Could include R7? No, no clarification. Maybe R7 not. R8 no. Need ensure JSON exactly allowed fields. Optional explanation permitted? Could include explanation? User says allowed answer fields: calculate uses decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation string permitted. We can omit explanation. Need no markdown. One JSON object. Double-check potential nuance: "When supplied, its numeric values replace defaults above for that case only." We used schedule. Good. Check amendment: "It resolves a contract conflict only if it is approved, its effective month is no later than the payroll month, and its amount equals the payroll record's gross pay. It does not automatically change gross pay." Here amount equals payroll record gross. Contract conflict resolved. Use payroll gross. Good. Potential issue: contract gross_pay differs from gross_pay. If amendment resolves, no clarification. We calculate. Good. Need maybe include R7? No. Need exact JSON no prose. Use strings. Clauses array. Let's craft.
Rollout #2 100.0% passed · 10.2s · $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": "5662.30",
"employee_contribution": "180.00",
"allowed_deduction": "169.02",
"taxable_pay": "5313.28",
"income_tax": "748.92",
"net_pay": "4564.36",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6", "R9"]
}
Reasoning
We need answer JSON only. Need process. Need carefully apply rules.
We have payroll record gross_pay 5662.30, payroll_month 2026-09, allowed_deduction 169.02. Contract gross_pay 6025.51 differs. Amendment gross_pay 5662.30, approved true, effective_month 2026-03. Need check conflict resolution under R9: optional contract_gross_pay present differs from gross_pay. Neither source takes precedence unless approved amendment resolves under R9. Amendment resolves contract conflict only if approved, effective month <= payroll month, and amount equals payroll record's gross pay. Here approved true, effective 2026-03 <= 2026-09, amount equals gross_pay 5662.30. So resolves conflict. Gross_pay remains payroll record 5662.30. Need calculate.
Reference schedule supplied authoritative replaces defaults. Payroll month 2026-09 is second-half. Row: rate 0.04, cap 4500.00, deduction cap 400.00, free 1000.00, upper 3000.00, middle_rate 0.12, upper_rate 0.22.
Need calculate:
gross_pay = 5662.30 LCR.
Employee contribution = rate * min(gross, cap) = 0.04 * min(5662.30, 4500.00) = 0.04 * 4500 = 180.00. Round 180.00.
Allowed deduction = 169.02. Need check not exceed selected deduction cap 400.00 or gross minus rounded employee contribution. Gross - contribution = 5662.30 - 180.00 = 5482.30. 169.02 <= 5482.30 and <= 400. Good.
Taxable pay = gross - employee contribution - allowed deduction = 5662.30 - 180.00 - 169.02 = 5313.28? Let's compute: 5662.30 - 180 = 5482.30. minus 169.02 = 5313.28. Yes.
Income tax progressive:
Taxable 5313.28.
Tax-free 1000.00 untaxed.
Middle bracket from 1000 to upper boundary 3000.00: portion = 3000 - 1000 = 2000.00 at 0.12 = 240.00.
Above upper: taxable - 3000 = 5313.28 - 3000 = 2313.28 at 0.22 = 508.9216? Compute 2313.28*0.22 = 508.9216. Total = 748.9216. Round half-up to two decimals = 748.92? Need decimal: 748.9216, third decimal 1? Actually 748.9216: cents 748.92, third decimal 1? Let's see 748.9216: hundredths digit 2? Number 748.9216: digits after decimal 9 2 1 6. To round to two decimals, look at third digit 1, so 748.92. Yes.
Net pay = gross - employee contribution - allowed deduction - income tax = 5313.28? Wait taxable pay = gross - contributions - deduction = 5313.28. Net = taxable - income tax = 5313.28 - 748.92 = 4564.36. Or gross 5662.30 -180 -169.02 -748.92 = 4564.36. Compute: 5662.30 - 180 = 5482.30; -169.02 = 5313.28; -748.92 = 4564.36. Yes.
Need return JSON with fields: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation permitted but not necessary. Need include clauses. Calculated answers cite R1 through R6, and also R9 only when amendment needed to resolve conflict. Here amendment needed to resolve conflict. So clauses likely ["R1","R2","R3","R4","R5","R6","R9"]. Need ensure citation requirements. "Calculated answers cite R1 through R6, and also R9 only when an amendment is needed to resolve a conflict." So include R1-R6 and R9. Maybe order. Need exactly required answer fields and only clauses that directly govern. Could include R1-R6,R9. No extra fields. Money strings two decimals. currency "LCR". decision "calculate".
Check if any issue: contract_gross_pay present differs, amendment resolves. Yes.
Need maybe mention explanation? Not required. Return one JSON object no markdown. Ensure no input-only fields like payroll_month, contract_gross_pay, amendment. We can include explanation? "An optional explanation string is permitted." But "Use exactly required answer fields and only clauses..." Might omit explanation. Need include all required fields. JSON:
{
"decision": "calculate",
"currency": "LCR",
"gross_pay": "5662.30",
"employee_contribution": "180.00",
"allowed_deduction": "169.02",
"taxable_pay": "5313.28",
"income_tax": "748.92",
"net_pay": "4564.36",
"clauses": ["R1","R2","R3","R4","R5","R6","R9"]
}
Double-check income tax rounding. 2313.28 * 0.22 = 508.9216. Middle = 2000*0.12=240. Sum = 748.9216. Round half-up to two decimals: 748.92 because third decimal 1. Yes.
Wait R2 says "Do not round intermediate bracket products separately before summing income tax." We didn't. Good.
Check employee contribution cap: row cap 4500.00. gross 5662.30. 0.04*4500 = 180.00. Good.
Allowed deduction cap: row deduction cap 400.00. 169.02 <=400. Also gross - contribution = 5482.30. Good.
Need consider contract conflict: R7 order: 4. If optional contract_gross_pay present and differs from gross_pay, neither source takes precedence unless approved amendment resolves under R9. Otherwise clarify. Amendment approved, effective_month <= payroll_month, amount equals payroll record's gross_pay. It resolves. So calculate. Good.
Potential nuance: R9 says "It does not automatically change gross pay." The amendment amount equals payroll record gross_pay, so no change. It resolves contract conflict. Good.
Need final only JSON.
Rollout #3 100.0% passed · 8.7s · $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": "5662.30",
"employee_contribution": "180.00",
"allowed_deduction": "169.02",
"taxable_pay": "5313.28",
"income_tax": "748.92",
"net_pay": "4564.36",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6", "R9"]
}
Reasoning
We need answer JSON only. Need process payroll. Need determine applicable reference schedule. Month 2026-09 -> second-half. Case schedule replaces defaults. second-half: rate 0.04, cap 4500.00, deduction cap 400.00, free 1000.00, upper begins 3000.00, middle_rate 0.12, upper_rate 0.22. Record gross_pay 5662.30, payroll_month 2026-09, allowed_deduction 169.02. Contract gross_pay 6025.51 differs from gross_pay. Amendment present approved true, effective_month 2026-03 <= 2026-09, amount equals payroll record gross_pay 5662.30. It resolves conflict under R9. Need calculate. Cites R1-R6 and R9 because amendment needed to resolve conflict. Need include clauses array? Allowed fields for calculate: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation permitted. Need exact strings two decimals. Compute. Gross = 5662.30. Employee contribution = rate 0.04 * min(gross, cap 4500.00) = 0.04*4500 = 180.00. Round 180.00. Allowed deduction: input 169.02. Check cap 400.00, and gross minus rounded employee contribution = 5662.30 - 180.00 = 5482.30. 169.02 <= both. So allowed 169.02. Taxable pay = gross - employee_contribution - allowed_deduction = 5662.30 - 180.00 - 169.02 = 5313.28? Let's compute: 5662.30 - 180 = 5482.30. minus 169.02 = 5313.28. Yes. Income tax progressive: Tax-free amount 1000.00 untaxed. Middle bracket from 1000 to upper boundary 3000.00? Wording: "Taxable pay up to tax-free amount untaxed. The portion above that amount up to the upper-bracket boundary uses middle rate. The portion above upper-bracket boundary uses upper rate." The table "Upper bracket begins" = 3000.00. So middle portion = 3000 - 1000 = 2000.00 at 0.12 = 240.00. Upper portion = taxable pay - 3000 = 5313.28 - 3000 = 2313.28 at 0.22 = 508.9216? Compute 2313.28 * 0.22 = 2313.28*22/100 = 508.9216. Sum = 748.9216. Round half-up to 748.92. Need not round intermediate separately before summing. If individually: 240.00 + 508.9216 = 748.9216 -> 748.92. Yes. Net pay = gross - employee_contribution - allowed_deduction - income_tax = 5662.30 - 180.00 - 169.02 - 748.92 = 4564.36? Let's compute. 5662.30 - 180 = 5482.30. -169.02 = 5313.28. -748.92 = 4564.36. Yes. Need clauses. For calculated answer cite R1 through R6, and also R9 only when amendment needed. So clauses: ["R1","R2","R3","R4","R5","R6","R9"]. Maybe include R8? No. Need exactly required fields. Check if any issue: The amendment effective_month 2026-03, approved true, amount equals payroll record gross_pay. It resolves contract conflict. The record gross_pay is 5662.30. Contract 6025.51. So no clarify. Good. Need ensure money strings two decimals. currency "LCR". decision "calculate". Need return one JSON object no markdown. Include optional explanation? Not necessary. But maybe include explanation? The instruction says optional explanation permitted. We can omit. Need exact answer fields and only clauses that directly govern answer. Use citation requirements. We can include clauses array. No extra fields. Let's craft final JSON. Double-check calculations with case schedule. second-half row: rate 0.04 cap 4500.00 deduction 400.00 free 1000.00 upper 3000.00 middle 0.12 upper 0.22. Yes. Potential subtlety: "When supplied, its numeric values replace the defaults above for that case only. The meanings and period boundaries stay the same." So second-half applies. Contribution rate 0.04. Potential subtlety: "allowed_deduction must not exceed selected deduction cap or gross pay minus rounded employee contribution." We checked. Potential subtlety: "Round monetary calculation results to two decimal places using round-half-up. Do not round intermediate bracket products separately before summing income tax." We did sum then round. 748.9216 -> 748.92. If round half-up: digit third decimal is 1? Actually 748.9216, two decimals: 748.92 because third decimal 1. Yes. Potential subtlety: Employee contribution 180.00 exactly. Potential issue: Amendment effective_month 2026-03. Is it no later than payroll month? Yes. Amount equals payroll record's gross pay. It resolves conflict. Does it "automatically change gross pay"? No, but record gross already equals amendment, so okay. Contract conflict resolved. Need maybe cite R7? No, no clarify. Calculated answers cite R1-R6, and R9 only when amendment needed. So R1-R6, R9. Let's final.