← Heatmap / GPT 5.6 Luna · Task 61
GPT 5.6 Luna* · Single-turn · Task 61 (Traps, conflicting pay (draft amendment))
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: {"c0185566d458c0d5-payroll": {"kind": "payroll", "record": {"gross_pay": "5319.10", "payroll_month": "2026-04", "allowed_deduction": "207.83"}}, "c0185566d458c0d5-contract": {"kind": "contract", "gross_pay": "5419.10"}, "c0185566d458c0d5-amendment": {"kind": "amendment", "gross_pay": "5319.10", "effective_month": "2026-04", "approved": false}}
Authoritative case reference schedule: {"first-half": {"rate": "0.05", "cap": "5000.00", "deduction": "400.00", "free": "1000.00", "upper": "2800.00", "middle_rate": "0.08", "upper_rate": "0.24"}, "second-half": {"rate": "0.05", "cap": "4500.00", "deduction": "400.00", "free": "1000.00", "upper": "3300.00", "middle_rate": "0.12", "upper_rate": "0.18"}}
Rollouts
Rollout #1 100.0% passed · 3.6s · $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 payroll gross pay is 5319.10, while the contract gross pay is 5419.10. The amendment does not resolve the conflict because it is not approved. Provide an approved amendment or otherwise resolve which gross pay is authoritative."
}
Reasoning
**Clarifying conflict contract requirements** I'm focusing on the differences in the conflict contract. It looks like the amendment hasn't been approved, so I need to clarify things. I really want to ensure I specify the exact JSON fields regarding the decision, reason code, and optional clauses with explanations. I'll also need to mention any blockers and ask for resolution. Plus, it's important to cite R7 and R9 in this context to support my points.
Rollout #2 100.0% passed · 4.9s · $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 5419.10 conflicts with the payroll gross pay of 5319.10, and the amendment is not approved. Please provide an approved amendment that resolves the conflict."
}
Reasoning
**Clarifying conflict clauses** I need to figure out how the conflict contract differs, especially since the amendment isn't approved yet. It's important to clarify the exact fields that require a decision on the reason code clauses and include any optional explanations. I should provide a short explanation identifying the blocker and ask for a resolution. I'll also need to focus on clauses R7 and R9 as they seem relevant to this situation.
Rollout #3 100.0% passed · 4.3s · $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 5419.10 conflicts with the payroll gross pay of 5319.10, and the amendment is not approved. Provide an approved qualifying amendment or resolve the gross-pay discrepancy."
}
Reasoning
**Clarifying contract conflict** I need to clarify the conflict because the contract is different, and the amendment hasn't been approved. The order for the month is valid, but there's a conflict. I should specify the exact JSON fields needed, likely focusing on clauses like "R7" and "R9." An explanation is optional, but I think it should include a brief description naming the blocker and asking for a resolution. I won't include any monetary details in this request.