← Heatmap / DeepSeek V4.1 Flash · Task 7
DeepSeek V4.1 Flash · Single-turn · Task 7 (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 | 8370.45 | 8370.45 | 8370.45 | 8370.45 |
| employee contribution | 200.00 | 200.00 | 200.00 | 200.00 |
| allowed deduction | 370.62 | 370.62 | 370.62 | 370.62 |
| taxable pay | 7799.83 | 7799.83 | 7799.83 | 7799.83 |
| income tax | 1267.96 | 1267.96 | 1267.96 | 1267.96 |
| net pay | 6531.87 | 6531.87 | 6531.87 | 6531.87 |
| 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: {"9869ba945ef7380b-payroll": {"kind": "payroll", "record": {"gross_pay": "8370.45", "payroll_month": "2026-05", "allowed_deduction": "370.62"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.04", "cap": "5000.00", "deduction": "400.00", "free": "1000.00", "upper": "3600.00", "middle_rate": "0.10", "upper_rate": "0.24"}, "second-half": {"rate": "0.04", "cap": "4000.00", "deduction": "400.00", "free": "1000.00", "upper": "3600.00", "middle_rate": "0.12", "upper_rate": "0.22"}}
Rollouts
Rollout #1 100.0% passed · 4.6s · $0.0012
| 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": "8370.45",
"employee_contribution": "200.00",
"allowed_deduction": "370.62",
"taxable_pay": "7799.83",
"income_tax": "1267.96",
"net_pay": "6531.87",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need calculate. Need follow rules. Need inspect. Payroll month 2026-05 -> first-half. Authoritative case schedule supplied, numeric values replace defaults for case only. First-half: rate 0.04, cap 5000.00, deduction cap 400.00, free 1000.00, upper begins 3600.00, middle_rate 0.10, upper_rate 0.24. Record gross_pay 8370.45, allowed_deduction 370.62. No contract_gross_pay, no amendment. Need calculate. R3 employee contribution = rate * min(gross, wage cap). min(8370.45, 5000.00)=5000.00. rate 0.04 => 200.00. Round 200.00. R4 allowed_deduction defaults but provided 370.62. Must not exceed deduction cap 400.00, or gross minus rounded employee contribution = 8370.45 - 200.00 = 8170.45. 370.62 <= both. Taxable pay = gross - employee contribution - allowed_deduction = 8370.45 - 200.00 - 370.62 = 7799.83? Let's compute: 8370.45 - 200 = 8170.45. -370.62 = 7799.83. Yes. R5 income tax progressive. Taxable pay 7799.83. Free 1000.00. Upper bracket begins 3600.00. Middle on portion above free up to upper: 3600.00 - 1000.00 = 2600.00 * 0.10 = 260.00. Upper on portion above 3600: 7799.83 - 3600.00 = 4199.83 * 0.24 = ? 4199.83*0.24 = 1007.9592? Compute: 4199.83*24/100 = 100795.92/100 = 1007.9592. Sum = 1267.9592. Round half-up to 1267.96. Need not round intermediate bracket products separately before summing. Actually we computed products exact decimal. 260 + 1007.9592 = 1267.9592 -> 1267.96. Net pay = gross - employee contribution - allowed deduction - income tax = 8370.45 - 200.00 - 370.62 - 1267.96 = 6531.87? Compute: 8370.45 - 200 = 8170.45. -370.62 = 7799.83. -1267.96 = 6531.87. Yes. Need clauses supporting calculation. Calculated answers cite R1 through R6, and also R9 only when amendment needed. No amendment. So clauses ["R1","R2","R3","R4","R5","R6"] maybe exactly. Need include? "Every monetary expected answer exact..." provide clause references. Allowed fields: calculate uses decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation permitted. Need output JSON object no Markdown. Money strings two decimals. Should we include explanation? Probably not necessary. Need no input-only fields. Need ensure allowed_deduction 370.62. Employee contribution 200.00. taxable 7799.83. income 1267.96. net 6531.87. Currency LCR. Decision calculate. Let's double-check R4: allowed deduction must not exceed selected deduction cap or gross minus rounded employee contribution. 370.62 <= 400, <=8170.45. Good. Potential issue: Authoritative schedule "first-half" has rate 0.04, cap 5000.00, deduction 400.00. Yes. Need final exact JSON. No Markdown. Use clauses maybe include R1-R6. The rule says "Calculated answers cite R1 through R6" meaning all. Should include R1,R2,R3,R4,R5,R6. Could include R2 arithmetic. Good. Let's produce.
Rollout #2 100.0% passed · 3.6s · $0.0007
| 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": "8370.45",
"employee_contribution": "200.00",
"allowed_deduction": "370.62",
"taxable_pay": "7799.83",
"income_tax": "1267.96",
"net_pay": "6531.87",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need calculate using authoritative schedule. Need parse record. gross_pay 8370.45, payroll_month 2026-05 -> first-half. allowed_deduction 370.62. Authoritative first-half values: rate 0.04, cap 5000.00, deduction cap 400.00, tax-free 1000, upper bracket begins 3600, middle 0.10, upper 0.24. Need compute employee_contribution = rate * min(gross, cap) = 0.04 * 5000.00 = 200.00. Rounded. Allowed deduction must not exceed deduction cap 400.00 or gross minus rounded employee contribution = 8370.45 - 200.00 = 8170.45. 370.62 <=400 and <=8170.45, so allowed 370.62. Taxable_pay = gross - employee_contribution - allowed_deduction = 8370.45 - 200.00 - 370.62 = 7799.83? Let's compute: 8370.45 - 200 = 8170.45. -370.62 = 7799.83 yes. Income tax progressive: Tax-free amount 1000 untaxed. Upper bracket begins 3600. Portion above free up to upper = 3600 - 1000 = 2600 at middle rate 0.10 = 260.00. Portion above upper = taxable_pay - 3600 = 7799.83 - 3600 = 4199.83 at upper rate 0.24. 4199.83 * 0.24 = 1007.9592? Compute 4199.83*24/100 = 100795.92/100? Let's do: 4199.83 * 0.2 = 839.966. *0.04 = 167.9932. Sum = 1007.9592. Round half-up to two decimals = 1007.96 (third decimal 9? 1007.9592 -> hundredths: 1007.95 with third decimal 9? Let's see 1007.9592: digits after decimal 9592. To two decimals: 1007.96 because third digit 9 >=5. Yes). Total income tax = 260.00 + 1007.9592 = 1267.9592. Round total under R2 = 1267.96. Note R2 says do not round intermediate bracket products separately before summing. So total 1267.9592 -> 1267.96. Same as if sum unrounded. If rounded each: 260 + 1007.96 = 1267.96. Net pay = gross - employee contribution - allowed deduction - rounded income tax = 8370.45 - 200.00 - 370.62 - 1267.96 = 6531.87? Let's compute: 8370.45 - 200 = 8170.45. -370.62 = 7799.83. -1267.96 = 6531.87. Yes. Need clauses. Calculated answers cite R1 through R6. Also R9 only if amendment needed. No amendment. So clauses maybe ["R1","R2","R3","R4","R5","R6"]. Need exact required fields: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation permitted. Money strings two decimals. Ensure JSON object no markdown. Use "calculate". Need ensure allowed_deduction input 370.62 within cap 400.00. yes. Let's final.
Rollout #3 100.0% passed · 3.1s · $0.0007
| 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": "8370.45",
"employee_contribution": "200.00",
"allowed_deduction": "370.62",
"taxable_pay": "7799.83",
"income_tax": "1267.96",
"net_pay": "6531.87",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer only JSON object no markdown. Need process payroll. Need inspect. We have record gross_pay 8370.45, month 2026-05, allowed_deduction 370.62. Authoritative case reference schedule first-half applies (2026-01 through 2026-06). Values replace defaults: rate 0.04, cap 5000.00, deduction cap 400.00, free 1000.00, upper 3600.00, middle_rate 0.10, upper_rate 0.24. Need calculate employee contribution: rate * min(gross, cap) = 0.04 * min(8370.45,5000) = 0.04*5000 = 200.00. Round 200.00. Allowed deduction: input 370.62. Must not exceed deduction cap 400.00 or gross - rounded employee contribution = 8370.45 - 200.00 = 8170.45. 370.62 <= both. allowed_deduction = 370.62. Taxable pay = gross - employee contribution - allowed deduction = 8370.45 - 200.00 - 370.62 = 7799.83? Compute: 8370.45-200=8170.45; -370.62=7799.83 yes. Income tax progressive: Taxable pay 7799.83. Tax-free up to 1000.00 untaxed. Portion above free up to upper boundary 3600.00: amount = 3600 - 1000 = 2600.00 taxed at middle rate 0.10 = 260.00. Portion above upper boundary: 7799.83 - 3600 = 4199.83 taxed at upper rate 0.24 = ? 4199.83 * 0.24 = 1007.9592. Round? Need not round intermediate bracket products separately before summing. Sum = 260.00 + 1007.9592 = 1267.9592. Round total to two decimals half-up = 1267.96. If separately round upper product 1007.96 plus 260 =1267.96 same. Okay. Net pay = gross - employee contribution - allowed deduction - income tax = 8370.45 - 200.00 - 370.62 - 1267.96 = 6531.87? Compute: 8370.45 - 200 = 8170.45; -370.62=7799.83; -1267.96=6531.87. Yes. Need clauses. For calculate cite R1 through R6. Also R9 only when amendment needed. No amendment. So clauses ["R1","R2","R3","R4","R5","R6"] maybe include R1-R6. The instruction: Calculated answers cite R1 through R6. Use exactly required answer fields and only clauses that directly govern. Answer fields: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation permitted. Do not include input-only fields. Need all monetary strings with two decimals. decision "calculate". currency "LCR". Need ensure no Markdown. Return JSON object. Let's produce. Potential issue: Authoritative schedule says "schedule must include rate, cap, deduction, free, upper, middle_rate, and upper_rate in each row." They provided. In tool mode available only through lookup_reference. Here supplied authoritative schedule. Use it. Yes. Let's final.