← Heatmap / DeepSeek V4.1 Flash · Task 53
DeepSeek V4.1 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 · 7.9s · $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"]
}
Reasoning
We need answer JSON only. Need process payroll record. Need follow rules. Need decide conflict? Let's parse. Case has payroll record 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. R7 order: missing gross? no. missing month? no. month without reference row? Month 2026-11 covered by second-half in case schedule. No missing. Optional contract_gross_pay present and differs from gross_pay? Contract 4728.75 differs from payroll 4484.82. Need check amendment resolves conflict under R9. Amendment has approved true, effective_month 2026-05 <= payroll month 2026-11, amount equals payroll record gross_pay 4484.82. Yes resolves conflict. Therefore gross_pay is payroll record? R9: It resolves a contract conflict only if ... amount equals payroll record's gross pay. It does not automatically change gross pay. So use gross_pay 4484.82. Need calculate. Authoritative case reference schedule replaces defaults. Payroll month 2026-11 belongs second-half. Row: rate 0.04, cap 4500.00, deduction cap 400.00, tax-free 900.00, upper bracket begins 3600.00, middle rate 0.10, upper rate 0.18. Gross 4484.82. Employee contribution = rate * min(gross, cap). cap 4500, gross 4484.82 smaller. 4484.82 * 0.04 = 179.3928. Round half-up to two decimals = 179.39. (0.3928 -> 179.39? Actually 179.3928, third decimal 2? Let's see 179.3928: hundredths 9? 179.39, thousandth digit 2, so 179.39 yes.) Allowed deduction = 395.18. Must not exceed deduction cap 400.00 or gross minus rounded employee contribution. gross - contribution = 4484.82 - 179.39 = 4305.43. 395.18 <= 400 and <=4305.43, valid. Taxable pay = gross - employee contribution - allowed deduction = 4484.82 - 179.39 - 395.18 = let's calculate. 4484.82 - 179.39 = 4305.43. minus 395.18 = 3910.25. Check: 4305.43-395.18=3910.25. Income tax progressive: taxable 3910.25. Tax-free 900. Upper bracket begins 3600.00. Middle rate 0.10 on portion above free up to upper: 3600 - 900 = 2700.00 taxed at 10% = 270.00. Upper portion: taxable above upper 3910.25 - 3600 = 310.25 at 18% = 55.845. Sum = 325.845. Round half-up to two = 325.85? Let's calculate 55.845 rounds to 55.85 because third decimal 5? Actually 55.845: to two decimals, thousandth digit 5, round half-up -> 55.85. Sum with 270.00 = 325.85. But R2: Do not round intermediate bracket products separately before summing income tax. Need sum exact then round. Middle = 270.00 exact. Upper = 310.25 * 0.18 = 55.845. Sum = 325.845. Round half-up to two decimals: 325.85 (since 325.845 -> hundredths 4, thousandths 5, round up to 5: 325.85). Yes. Net pay = gross - employee contribution - allowed deduction - income tax = 4484.82 - 179.39 - 395.18 - 325.85. We had taxable 3910.25. Minus tax 325.85 = 3584.40. Let's do: 4484.82 -179.39 = 4305.43. -395.18 = 3910.25. -325.85 = 3584.40. Net 3584.40. Need output fields: decision calculate, currency LCR, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Clauses R1 through R6, and R9 because amendment needed. Need cite R1-R6 and R9. We need only clauses that directly govern answer. Since conflict resolved by amendment, include R9. R1 scope/reference, R2 money/arithmetic, R3 contribution, R4 deduction/taxable, R5 income tax, R6 net/answer, R9 amendment. Probably clauses array ["R1","R2","R3","R4","R5","R6","R9"]. Need no Markdown. Optional explanation? Could omit. Need ensure JSON exactly required answer fields. Money strings two decimal. Check if any issue: allowed_deduction from record is 395.18. Deduction cap second-half is 400.00. Valid. Gross minus employee contribution 4305.43. Valid. Good. Let's consider R7 order conflict: contract_gross_pay present and differs. Amendment resolves? It says amendment has gross_pay, effective_month, approved. It resolves contract conflict only if approved, effective month <= payroll month, and its amount equals the payroll record's gross pay. Yes. It does not automatically change gross pay. So no clarify. Need maybe clauses for calculate include R9 only when amendment needed. Yes. Need answer JSON. Ensure no markdown fences.
Rollout #2 100.0% passed · 11.0s · $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"]
}
Reasoning
We need answer calculate or clarify. Need parse. We have source documents: payroll gross 4484.82, month 2026-11, allowed_deduction 395.18. Contract gross 4728.75. Amendment gross 4484.82 approved true effective_month 2026-05.
Authoritative case reference schedule supplied: first-half, second-half. Need use second-half for 2026-11. Values replace defaults. 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.
Need check conflicts. Optional contract_gross_pay present and differs from gross_pay. Amendment resolves if approved, effective_month <= payroll_month, amount equals payroll record's gross_pay. Here amendment approved true, effective 2026-05 <= 2026-11, amount 4484.82 equals gross_pay. So conflict resolved. No need cite R9? R9 says calculated answers cite R1 through R6, and also R9 only when an amendment is needed to resolve a conflict. Here amendment is needed to resolve conflict, so cite R9 too. Need calculate.
Inputs:
gross_pay = 4484.82
month 2026-11 -> second-half row case schedule.
rate 0.04, cap 4500.00, deduction cap 400.00, tax-free 900.00, upper begins 3600.00, middle 0.10, upper 0.18.
Employee contribution = rate * min(gross, wage cap). min(4484.82, 4500)=4484.82. contribution = 0.04 * 4484.82 = 179.3928. Round half-up to 2 decimals: 179.39? Let's check decimal: 4484.82 * 4 /100 = 17939.28 /100? Wait 4484.82*0.04 = 179.3928. At two decimals, third decimal is 2 (179.39 2 8). Round down -> 179.39. Yes.
Allowed deduction input 395.18. Must not exceed deduction cap 400.00, nor gross minus rounded employee contribution. Gross - contribution = 4484.82 - 179.39 = 4305.43. 395.18 <= 400 and <= 4305.43. Valid.
Taxable pay = gross - employee_contribution - allowed_deduction = 4484.82 - 179.39 - 395.18 = 3910.25? Compute: 4484.82 - 179.39 = 4305.43. 4305.43 - 395.18 = 3910.25. Yes.
Income tax progressive:
Taxable pay 3910.25.
Tax-free amount 900.00 untaxed.
Upper bracket begins at 3600.00.
Middle portion: taxable pay above free up to upper boundary. From 900 to 3600 = 2700.00 taxed at 0.10 = 270.00.
Upper portion: above 3600 = 3910.25 - 3600.00 = 310.25 taxed at 0.18 = 55.845. Round? R5 says round total income tax under R2. Do not round intermediate bracket products separately before summing income tax. Total = 270.00 + 55.845 = 325.845. Round half-up to 2 decimals = 325.85? Let's check 325.845, third decimal 5. Round half-up -> 325.85 (since 4? Wait 325.845 to two decimals: consider 325.84 with next digit 5. Round half up: 325.85. Yes).
Need maybe if product 55.845, sum 325.845. R2 round monetary calculation results. Yes.
Net pay = gross - employee contribution - allowed deduction - income 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. Let's compute: 3910.25 - 325.85 = 3584.40 exactly.
Return JSON with decision calculate, currency LCR, fields as strings two decimals. Clauses supporting calculation. Need exact required fields. Allowed fields: calculate uses decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation permitted. Need include clauses. Cite R1-R6 and R9 because amendment needed. But maybe R4? R5? R3? Let's include R1,R2,R3,R4,R5,R6,R9. Need "only the clauses that directly govern the answer." Could include R1 for month row, R3 contribution, R4 deduction/taxable, R5 tax, R6 net. R2 arithmetic. R9 conflict resolution. Maybe R7? No, since no clarification. R7 not needed. Clause references identifiers. We can provide array? Likely clauses field maybe array of strings. The prompt: "Use citation requirements ... clauses". Examples not provided. We can include clauses: ["R1","R2","R3","R4","R5","R6","R9"]. That seems fine.
Need ensure no Markdown fences, only JSON. final only JSON.
Double-check if allowed_deduction 395.18 with case schedule deduction cap 400.00. Yes.
Potential subtlety: "When supplied, its numeric values replace the defaults above for that case only." We used case schedule. Month 2026-11 belongs second-half. Good.
Potential issue: R4 says allowed_deduction must not exceed selected deduction cap or gross pay minus rounded employee contribution. Rounded contribution 179.39; gross - contribution = 4305.43. 395.18 ok.
Potential issue: employee contribution = rate * min(gross, wage cap). Wage cap = 4500.00. Gross 4484.82 < cap. So contribution 4484.82*0.04=179.3928 -> round half-up = 179.39. Yes.
Potential issue: taxable pay rounding? Taxable pay computed using monetary values with two decimals. Gross - contribution - deduction = 3910.25. Already 2 decimals. If calculation could yield 3910.249? Let's exact decimal: 4484.82 - 179.39 = 4305.43. - 395.18 = 3910.25. Yes.
Potential issue: income tax: Taxable pay up to tax-free amount untaxed. "The portion above that amount up to upper-bracket boundary uses middle rate. The portion above upper-bracket boundary uses upper rate." If upper begins 3600, middle portion 3600 - 900 = 2700. If taxable pay less than upper. Yes.
Potential issue: Do not round intermediate bracket products separately before summing income tax. We summed exact 55.845. If rounded each product separately: 270 + 55.85 = 325.85 same. But okay.
Potential issue: R9: amendment resolves conflict only if amount equals payroll record's gross_pay. It does. Contract_gross_pay 4728.75 differs. So no clarify. Good.
Need final JSON exactly. Include explanation? Optional. Could omit. The fields exactly required. Include clauses. Let's produce.
```json
{"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"]}
```
Need no Markdown. Final.
Rollout #3 100.0% passed · 12.2s · $0.0012
| 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"]
}
Reasoning
We need answer JSON only. Need process payroll record. Need follow rules. Need determine if conflict contract gross differs and amendment resolves? Let's parse. Task: Process monthly payroll record. Source docs: payroll record: 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. Authoritative case reference schedule: first-half and second-half custom. Need select using payroll month 2026-11 => second-half row. Values replace defaults: 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 conflict: optional contract_gross_pay present? The source has contract kind. R7 step 4: If optional contract_gross_pay is present and differs from gross_pay, neither source takes precedence unless approved amendment resolves under R9. Otherwise clarify CONFLICTING_GROSS_PAY citing R7 R9. Here contract gross 4728.75 differs from payroll gross 4484.82. Amendment: approved true, effective_month 2026-05 <= payroll 2026-11, amount equals payroll record gross 4484.82. Thus resolves conflict. It does not change gross_pay. So proceed calculate using gross_pay 4484.82. Cite R9? R9 says calculated answers cite R1-R6 and also R9 only when amendment is needed to resolve conflict. Here amendment needed to resolve conflict. So include R9 in clauses? Need clauses for calculation supporting. Probably R1-R6 and R9. Need compute. Gross = 4484.82. Month 2026-11 second-half custom row: contribution rate 0.04, wage cap 4500.00, deduction cap 400.00, tax-free 900.00, upper bracket begins 3600.00, middle rate 0.10, upper rate 0.18. Employee contribution = rate * min(gross, cap). Gross 4484.82 < cap 4500, so min=4484.82. Contribution = 4484.82 * 0.04 = 179.3928. Round half-up to two decimals: 179.39? Let's compute: 4484.82*4/100 = 179.3928. Third decimal 2? 179.3928: hundredths: 9? Let's do: 179.3928 -> two decimal: 179.39 because third digit is 2 (0.0028). Yes 179.39. Allowed deduction provided 395.18. Must not exceed selected deduction cap 400.00 or gross minus rounded employee contribution. Gross minus contribution = 4484.82 - 179.39 = 4305.43. 395.18 <= both. So allowed_deduction = 395.18. Taxable pay = gross - employee contribution - allowed deduction = 4484.82 - 179.39 - 395.18 = 4484.82 - 574.57 = 3910.25. Let's compute: 179.39+395.18=574.57. 4484.82-574.57=3910.25. Income tax progressive: Tax-free up to 900.00 no tax. Portion above free up to upper boundary 3600.00 uses middle rate. Taxable pay 3910.25 > 3600. Middle portion = 3600.00 - 900.00 = 2700.00. Tax = 2700.00*0.10 = 270.00. Upper portion = taxable pay - 3600.00 = 3910.25 - 3600.00 = 310.25. Tax = 310.25*0.18 = 55.845. Round? R2 says do not round intermediate bracket products separately before summing income tax. Sum = 270.00 + 55.845 = 325.845. Round total under R2 round-half-up to two decimals: 325.85? 325.845: third decimal is 5, half-up => 325.85. Need check if exact 325.845 rounds to 325.85. Yes. Income tax = 325.85. Net pay = gross - employee contribution - allowed deduction - rounded income tax = 4484.82 - 179.39 - 395.18 - 325.85. First 4484.82 - 179.39 = 4305.43. 4305.43 - 395.18 = 3910.25. 3910.25 - 325.85 = 3584.40. Net = 3584.40. Need return decision "calculate", currency "LCR", fields strings two decimals: 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: which clauses. Need include R1 through R6 and R9 if amendment needed. The instruction says "Provide clause references supporting the calculation." R6 says calculated answers cite R1 through R6, and also R9 only when an amendment is needed to resolve a conflict. Here amendment resolves conflict. So clauses: ["R1","R2","R3","R4","R5","R6","R9"]? The clauses field likely array of strings. Need exactly required answer fields and only clauses that directly govern. The allowed answer fields include clauses. We can include explanation optional? Not necessary maybe. Need no Markdown. Ensure JSON valid. Let's double-check custom schedule and conflict resolution. The source documents include contract and amendment. Under R9: "An optional amendment has gross_pay, effective_month, and boolean approved. 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. A draft, future, or different-amount amendment does not resolve a conflict. Matching contract values require no amendment. Never infer a missing gross pay from a contract or amendment." Here amendment amount equals payroll record's gross_pay 4484.82. Effective_month 2026-05 <= 2026-11. Approved true. So resolves conflict. Contract value 4728.75 differs. So not clarify. Use payroll gross. Good. Need check allowed deduction cap custom: deduction 400.00. Provided 395.18 valid. Also gross minus rounded employee contribution 4305.43. valid. Need check money precision: all two decimals. Employee contribution calculation rounding. Tax calculation: Do not round intermediate bracket products separately before summing income tax. We did sum 270 + 55.845 = 325.845 and round total. But note middle portion product 270.00 exact; upper 55.845. Sum 325.845. Round half-up to 325.85. Good. Wait R2: "Round monetary calculation results to two decimal places using round-half-up. Do not round intermediate bracket products separately before summing income tax." So total income tax rounded. Yes. Potential issue: Contribution rate custom is 0.04. Employee contribution = 0.04 * min(4484.82, 4500.00) = 179.3928 -> 179.39. Yes. Net pay calculation: gross - employee_contribution rounded? R6: Net pay equals gross pay minus employee contribution, allowed deduction, and rounded income tax. The employee contribution field is rounded. Use rounded employee contribution. So net = 4484.82 - 179.39 - 395.18 - 325.85 = 3584.40. Yes. Taxable pay = gross pay minus employee contribution and allowed deduction. R4 says subtract both the employee contribution and allowed deduction from gross pay. Employee contribution rounded under R3. So 3910.25. Good. Need maybe include explanation? The required answer fields only. The user says "Return one JSON object without Markdown fences or surrounding prose. Use exactly the required answer fields and only the clauses that directly govern the answer." So no explanation unless optional. I can omit explanation. Fields: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Clauses order maybe ["R1","R2","R3","R4","R5","R6","R9"]. Need only clauses directly govern. R1 scope and reference schedule. R2 arithmetic. R3 employee contribution. R4 allowed deduction and taxable pay. R5 income tax. R6 net pay and answer. R9 amendment resolution. All directly govern. Include R9? Yes. Check if R7? Not for calculate. R8? no. Thus final JSON. Let's ensure strings exactly two decimals. "4484.82", "179.39", "395.18", "3910.25", "325.85", "3584.40". Currency "LCR". Decision "calculate". Need no Markdown fences. Return JSON object.