← Heatmap / GPT 5.6 Luna · Task 94
GPT 5.6 Luna* · Single-turn · Task 94 (Traps, conflicting pay (amount mismatch))
Mean 100.0%
| Field | Expected | Rollout #1 (100%) | Rollout #2 (100%) | Rollout #3 (100%) |
|---|---|---|---|---|
| decision | clarify | clarify | clarify | clarify |
| reason code | CONFLICTING_GROSS_PAY | CONFLICTING_GROSS_PAY | CONFLICTING_GROSS_PAY | CONFLICTING_GROSS_PAY |
| clauses | R7 R9 | R7 R9 | R7 R9 | R7 R9 |
Prompt
Process this monthly payroll record under the supplied rulebook. Return the R6 or R7 JSON answer.
Source documents: {"a63f2e3ab9c6eb39-payroll": {"kind": "payroll", "record": {"gross_pay": "4188.34", "payroll_month": "2026-04", "allowed_deduction": "161.97"}}, "a63f2e3ab9c6eb39-contract": {"kind": "contract", "gross_pay": "4163.34"}, "a63f2e3ab9c6eb39-amendment": {"kind": "amendment", "gross_pay": "4218.34", "effective_month": "2026-02", "approved": true}}
Authoritative case reference schedule: {"first-half": {"rate": "0.05", "cap": "4500.00", "deduction": "400.00", "free": "1100.00", "upper": "3300.00", "middle_rate": "0.12", "upper_rate": "0.24"}, "second-half": {"rate": "0.04", "cap": "3500.00", "deduction": "400.00", "free": "900.00", "upper": "3300.00", "middle_rate": "0.14", "upper_rate": "0.20"}}
Rollouts
Rollout #1 100.0% passed · 19.4s · $0.0023
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R7 R9 |
| exact | 100.0% | R7 R9 |
| field accuracy | 100.0% | R7 R9 |
| citations | 100.0% | R7 R9 |
| explanation | 100.0% | R7 R9 |
Assistant
{
"decision": "clarify",
"reason_code": "CONFLICTING_GROSS_PAY",
"clauses": ["R7", "R9"],
"explanation": "The contract gross pay of 4163.34 conflicts with the payroll gross pay of 4188.34, and the approved amendment amount of 4218.34 does not match the payroll amount. Provide an approved amendment matching the payroll gross pay or resolve the conflicting amounts."
}
Reasoning
**Clarifying contract discrepancies** I’m looking into a computation issue with conflict in contract amounts, specifically 4163.34 versus gross of 4188.34. The amendment was approved and is effective from February to April. However, the amount of 4218.34 doesn’t align with the payroll gross, and this needs clarification. I need to figure out the fields used for the decision, reason codes, and clauses. An explanation is optional, but I’ll ensure to name the blocker clearly while asking for a resolution. I need this in exact JSON format.
Rollout #2 100.0% passed · 4.6s · $0.0004
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R7 R9 |
| exact | 100.0% | R7 R9 |
| field accuracy | 100.0% | R7 R9 |
| citations | 100.0% | R7 R9 |
| explanation | 100.0% | R7 R9 |
Assistant
{
"decision": "clarify",
"reason_code": "CONFLICTING_GROSS_PAY",
"clauses": ["R7", "R9"],
"explanation": "The contract gross pay of 4163.34 conflicts with the payroll gross pay of 4188.34, and the approved amendment amount of 4218.34 does not match the payroll amount. Resolve the gross-pay conflict."
}
Reasoning
**Clarifying payroll discrepancies** I need to calculate the numbers since there's a contract difference. The amendment has been approved effective before payroll, but the amount of $4218.34 doesn’t match the payroll gross of $4188.34, which creates an unresolved conflict. I should clarify this according to R7/R9. It looks like I’ll need a brief explanation addressing the blocker and requesting a resolution, specifying the decision reason codes and including any optional explanations regarding the clauses.
Rollout #3 100.0% passed · 4.6s · $0.0003
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R7 R9 |
| exact | 100.0% | R7 R9 |
| field accuracy | 100.0% | R7 R9 |
| citations | 100.0% | R7 R9 |
| explanation | 100.0% | R7 R9 |
Assistant
{
"decision": "clarify",
"reason_code": "CONFLICTING_GROSS_PAY",
"clauses": ["R7", "R9"],
"explanation": "The contract gross pay of 4163.34 differs from the payroll gross pay of 4188.34, and the approved amendment amount of 4218.34 does not match the payroll amount. Please provide an approved amendment matching the payroll gross pay or resolve the conflicting amounts."
}
Reasoning
**Clarifying contract discrepancies** I need to calculate some conflicting numbers between contract 4163.34 and payroll 4188.34. The amendment approved for 2026-02 mentions an amount of 4218.34, which doesn't match the payroll figure. I need to clarify these discrepancies and get exact details from the fields involved. It’s important to explain the reasons behind the difference, citing the relevant clauses, and ask for a resolution while keeping everything in JSON format only.