← Heatmap / GPT 5.6 Luna · Task 71
GPT 5.6 Luna* · Single-turn · Task 71 (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 | 3693.66 | 3693.66 | 3693.66 | 3693.66 |
| employee contribution | 221.62 | 221.62 | 221.62 | 221.62 |
| allowed deduction | 317.42 | 317.42 | 317.42 | 317.42 |
| taxable pay | 3154.62 | 3154.62 | 3154.62 | 3154.62 |
| income tax | 194.02 | 194.02 | 194.02 | 194.02 |
| net pay | 2960.60 | 2960.60 | 2960.60 | 2960.60 |
| 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: {"58270f5a8f66aa95-payroll": {"kind": "payroll", "record": {"gross_pay": "3693.66", "payroll_month": "2026-08", "allowed_deduction": "317.42"}}, "58270f5a8f66aa95-contract": {"kind": "contract", "gross_pay": "3693.66"}}
Authoritative case reference schedule: {"first-half": {"rate": "0.07", "cap": "3500.00", "deduction": "400.00", "free": "1000.00", "upper": "3600.00", "middle_rate": "0.12", "upper_rate": "0.22"}, "second-half": {"rate": "0.06", "cap": "4000.00", "deduction": "400.00", "free": "1000.00", "upper": "3000.00", "middle_rate": "0.08", "upper_rate": "0.22"}}
Rollouts
Rollout #1 100.0% passed · 4.8s · $0.0004
| 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": "3693.66",
"employee_contribution": "221.62",
"allowed_deduction": "317.42",
"taxable_pay": "3154.62",
"income_tax": "194.02",
"net_pay": "2960.60",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
**Calculating tax and deductions** I'm working through some financial calculations. To start, I need to determine rates, caps, and deductions. The gross amount is $3,693.66, and after contributions and deductions, I'm calculating the taxable amount, which comes to $3,154.62. For taxes, I've determined the rates for different income levels, and based on my calculations, the total tax owed is $194.02. Finally, after accounting for everything, the net amount is $2,960.60. Now, I need to format this data correctly in JSON.
Rollout #2 100.0% passed · 4.1s · $0.0004
| 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": "3693.66",
"employee_contribution": "221.62",
"allowed_deduction": "317.42",
"taxable_pay": "3154.62",
"income_tax": "194.02",
"net_pay": "2960.60",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
**Calculating taxes and deductions** I need to calculate the second half of August's customs gross of $3693.66. The contribution is 0.06 times the minimum of gross and $4000, which gives me about $221.62 after rounding. After deductions of $317.42, I get a taxable amount of $3154.62. For taxes, the first $1000 is free, then up to $3000 is taxed at 8%, and 22% on the remaining amount. The total tax comes to about $194.02, leaving a net of $2960.60. I'll need this in JSON format with exact fields.
Rollout #3 100.0% passed · 3.6s · $0.0004
| 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": "3693.66",
"employee_contribution": "221.62",
"allowed_deduction": "317.42",
"taxable_pay": "3154.62",
"income_tax": "194.02",
"net_pay": "2960.60",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
**Calculating August Schedule** I need to calculate the financial details for August second. There's a 0.06 rate with various caps and deductions. My gross amount is 3693.66, and after contributions and deductions, I arrive at a taxable income of 3154.62. The tax breaks down to 194.02 total. So, my net calculation comes out to 2960.60. I’m keeping note of the exact fields from clauses R1 to R6 to ensure everything is correct.