← Heatmap / DeepSeek V4.1 Flash · Task 50
DeepSeek V4.1 Flash · Single-turn · Task 50 (Calculation, upper bracket)
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 | 4481.05 | 4481.05 | 4481.05 | 4481.05 |
| employee contribution | 358.48 | 358.48 | 358.48 | 358.48 |
| allowed deduction | 0.00 | 0.00 | 0.00 | 0.00 |
| taxable pay | 4122.57 | 4122.57 | 4122.57 | 4122.57 |
| income tax | 346.06 | 346.06 | 346.06 | 346.06 |
| net pay | 3776.51 | 3776.51 | 3776.51 | 3776.51 |
| 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: {"227b8baccea20880-payroll": {"kind": "payroll", "record": {"gross_pay": "4481.05", "payroll_month": "2026-05", "allowed_deduction": "0.00"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.08", "cap": "4500.00", "deduction": "400.00", "free": "1200.00", "upper": "3000.00", "middle_rate": "0.08", "upper_rate": "0.18"}, "second-half": {"rate": "0.05", "cap": "4500.00", "deduction": "400.00", "free": "900.00", "upper": "3000.00", "middle_rate": "0.08", "upper_rate": "0.24"}}
Rollouts
Rollout #1 100.0% passed · 2.3s · $0.0016
| 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": "4481.05",
"employee_contribution": "358.48",
"allowed_deduction": "0.00",
"taxable_pay": "4122.57",
"income_tax": "346.06",
"net_pay": "3776.51",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need process payroll. Need use supplied authoritative schedule replaces defaults. Payroll month 2026-05 -> first-half row. Values: rate 0.08, cap 4500.00, deduction 400.00, free 1200.00, upper 3000.00, middle_rate 0.08, upper_rate 0.18. Gross 4481.05, allowed_deduction 0.00. Employee contribution = rate * min(gross, cap). min(4481.05,4500)=4481.05. 4481.05 * 0.08 = 358.484 -> round half-up to 358.48? Let's compute: 4481.05*8/100 = 358.484. Round to two decimals: third decimal 4, so 358.48. Yes. Allowed deduction 0.00. Check <= deduction cap 400 and <= gross - employee contribution = 4481.05 - 358.48 = 4122.57. OK. Taxable pay = gross - employee contribution - allowed deduction = 4481.05 - 358.48 = 4122.57. Income tax progressive: tax-free 1200.00. Upper bracket begins 3000.00. Taxable 4122.57. Portion above free up to upper: 3000.00 - 1200.00 = 1800.00 at middle_rate 0.08 = 144.00. Portion above upper: 4122.57 - 3000.00 = 1122.57 at upper_rate 0.18 = 202.0626? Compute 1122.57*0.18 = 202.0626. Sum = 346.0626. Round total to two decimals half-up = 346.06 (third decimal 2? 346.0626 -> 346.06 since hundredths 6, thousandths 2). Yes. Net pay = gross - employee contribution - allowed deduction - income_tax = 4481.05 - 358.48 - 0.00 - 346.06 = 3776.51? Compute 4481.05 - 358.48 = 4122.57. -346.06 = 3776.51. Yes. Need clauses. Calculated answers cite R1 through R6. No amendment. So clauses ["R1","R2","R3","R4","R5","R6"]. Maybe include R1 for schedule? R1 covers reference. R2 arithmetic. R3 contribution. R4 deduction/taxable. R5 tax. R6 net. Good. Need return exact fields: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Money strings two decimals. No extra fields. Optional explanation permitted but not needed. Ensure JSON no markdown. Double-check if authoritative schedule first-half rate 0.08 cap 4500, deduction 400, free 1200, upper 3000, middle 0.08, upper 0.18. Yes. Need consider R4: allowed_deduction defaults 0.00 when omitted. Here "0.00". Valid. Deduction cap 400. Available pay check. Good. Potential issue: R2 input money at most two fractional digits. Gross 4481.05 okay. Rate schedule numeric strings maybe 0.08. Fine. Need maybe field order? Not important. Use JSON object. Let's final.
Rollout #2 100.0% passed · 2.9s · $0.0020
| 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": "4481.05",
"employee_contribution": "358.48",
"allowed_deduction": "0.00",
"taxable_pay": "4122.57",
"income_tax": "346.06",
"net_pay": "3776.51",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need calculate per rules with authoritative schedule. Need parse. Record: gross_pay 4481.05, payroll_month 2026-05, allowed_deduction 0.00. No contract_gross_pay, no amendment. Month first-half. Authoritative schedule first-half: rate 0.08, cap 4500.00, deduction cap 400.00, free 1200.00, upper 3000.00, middle_rate 0.08, upper_rate 0.18. Need calculate employee contribution = rate * min(gross, cap). min(4481.05,4500)=4481.05. 4481.05 * 0.08 = 358.484. Round half-up to two decimals: 358.48? Let's compute: 4481.05*8/100 = 35848.4/100? Wait 4481.05*0.08 = 358.484 exactly? 4481.05*8 = 35848.40, /100 = 358.484. Yes three decimals. Round half-up to 2 decimals: look at third decimal 4, so 358.48. If 358.484 -> 358.48 (since 4 <5). Good. Allowed deduction 0.00. Check <= deduction cap 400 and <= gross - employee contribution = 4481.05 - 358.48 = 4122.57, yes. Taxable pay = gross - employee contribution - allowed deduction = 4481.05 - 358.48 = 4122.57. Income tax progressive: Taxable 4122.57. Tax-free amount 1200.00. Upper bracket begins 3000.00. Portion above free up to upper: from 1200 to 3000 = 1800.00 * middle_rate 0.08 = 144.00. Portion above upper: 4122.57 - 3000 = 1122.57 * upper_rate 0.18 = 202.0626? Compute 1122.57*0.18 = 202.0626. Sum = 346.0626. Round total under R2 to two decimals round-half-up: 346.06 (third decimal 2? 346.0626 -> 346.06 because hundredths is 6, thousandths 2). Wait 346.0626: to two decimals, 346.06 with third decimal 2, yes. Actually 346.0626 -> 346.06. Net pay = gross - employee contribution - allowed deduction - income tax = 4481.05 - 358.48 - 0.00 - 346.06 = 3776.51? Compute 4481.05 - 358.48 = 4122.57. 4122.57 - 346.06 = 3776.51. Yes. Need clauses. Calculated answers cite R1 through R6, plus R9 only if amendment needed. No amendment. So clauses likely ["R1","R2","R3","R4","R5","R6"]. Need maybe include R1? Yes. The answer fields exactly: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation permitted but not needed. Ensure money strings two decimals. decision "calculate". currency "LCR". Need consider authoritative schedule: "When supplied, its numeric values replace defaults above for that case only." We used. Need cite R1? The schedule is in R1. Good. Let's double-check arithmetic with decimal. Employee contribution: rate 0.08, cap 4500.00, gross 4481.05. 4481.05 * 0.08 = 358.484. Round half-up: 358.48. Wait round-half-up with 358.484: to two decimals, third decimal is 4, so 358.48. Correct. Taxable: 4481.05 - 358.48 = 4122.57. Allowed deduction 0.00. Tax: Middle: upper 3000 - free 1200 = 1800. 1800*0.08 = 144.00. Upper: 4122.57 - 3000 = 1122.57. *0.18 = 202.0626. Sum = 346.0626. Round to two decimals: 346.06. Wait round-half-up: 346.0626, hundredths digit 6, thousandths 2. Yes 346.06. If sum were 346.065 would round to 346.07. Not here. Net: 4481.05 - 358.48 = 4122.57; -0 = 4122.57; -346.06 = 3776.51. Good. Need output JSON no markdown. Ensure only required fields. Use double quotes. clauses array. Let's final.
Rollout #3 100.0% passed · 3.6s · $0.0017
| 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": "4481.05",
"employee_contribution": "358.48",
"allowed_deduction": "0.00",
"taxable_pay": "4122.57",
"income_tax": "346.06",
"net_pay": "3776.51",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need process payroll. Need use authoritative case reference schedule replacing defaults. Payroll month 2026-05 -> first-half. Schedule first-half: rate 0.08, cap 4500.00, deduction cap 400.00, free 1200.00, upper 3000.00, middle_rate 0.08, upper_rate 0.18. Record gross_pay 4481.05, allowed_deduction 0.00. Need calculate employee contribution: rate * min(gross, wage cap). Gross 4481.05 < cap 4500.00. Contribution = 4481.05 * 0.08 = 358.484 -> round half-up two decimals = 358.48? Let's compute: 4481.05 * 8% = 358.484. Round to 2 decimals: third decimal 4, so 358.48. Yes. Allowed deduction 0.00. Check not exceed deduction cap 400 or gross - contribution = 4481.05 - 358.48 = 4122.57, so 0 ok. Taxable pay = gross - employee_contribution - allowed_deduction = 4481.05 - 358.48 = 4122.57. Income tax progressive: Tax-free amount = 1200.00 untaxed. Upper bracket begins = 3000.00. Middle rate 0.08 on portion above free up to upper: 3000 - 1200 = 1800.00 * 0.08 = 144.00. Upper portion above 3000: taxable pay 4122.57 - 3000 = 1122.57 * 0.18 = 202.0626. Round? R2 says do not round intermediate bracket products separately before summing income tax. Sum = 144 + 202.0626 = 346.0626. Round total under R2 = 346.06 (third decimal 2? 346.0626 -> 2 decimals: 346.06 because hundredths = 6? Let's see 346.0626: digits 346 . 0 6 2 6. To two decimals, third decimal is 2, so 346.06). Yes. Net pay = gross - employee contribution - allowed deduction - income tax = 4481.05 - 358.48 - 0 - 346.06 = 3776.51? Compute: 4481.05 - 358.48 = 4122.57. minus 346.06 = 3776.51. Yes. Need answer fields: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation permitted but likely not needed. Clauses support calculation: cite R1 through R6. No R9. Need include R1? Calculated answers cite R1 through R6. So clauses ["R1","R2","R3","R4","R5","R6"]. Money strings two decimals. Need ensure no Markdown fences. Return exactly JSON object. Could include explanation? Not necessary. Need only required answer fields and clauses. Allowed answer fields: calculate uses decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. So output these. Let's double-check if schedule values replace defaults for that case only. Yes. Potential issue: R1 says reference schedule must include rate, cap, deduction, free, upper, middle_rate, upper_rate. It does. Good. Potential issue: R2 input money non-negative decimal at most two fractional digits. gross_pay "4481.05" ok. allowed_deduction "0.00" ok. Potential issue: R4 allowed_deduction defaults to 0.00 when omitted. Here present 0.00. Potential issue: R7 conflict? No contract_gross_pay. No amendment. Good. Need maybe cite R1-R6. Good. Let's produce JSON.