← Heatmap / GPT 5.6 Luna · Task 59
GPT 5.6 Luna* · Single-turn · Task 59 (Traps, missing gross pay)
Mean 100.0%
| Field | Expected | Rollout #1 (100%) | Rollout #2 (100%) | Rollout #3 (100%) |
|---|---|---|---|---|
| decision | clarify | clarify | clarify | clarify |
| reason code | MISSING_GROSS_PAY | MISSING_GROSS_PAY | MISSING_GROSS_PAY | MISSING_GROSS_PAY |
| clauses | R1 R7 | R1 R7 | R1 R7 | R1 R7 |
Prompt
Process this monthly payroll record under the supplied rulebook. Return the R6 or R7 JSON answer.
Source documents: {"c9b1c2f805f17e4b-payroll": {"kind": "payroll", "record": {"payroll_month": "2026-07", "allowed_deduction": "233.10"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.05", "cap": "4500.00", "deduction": "400.00", "free": "1100.00", "upper": "3000.00", "middle_rate": "0.14", "upper_rate": "0.18"}, "second-half": {"rate": "0.04", "cap": "4500.00", "deduction": "400.00", "free": "1100.00", "upper": "3600.00", "middle_rate": "0.08", "upper_rate": "0.20"}}
Rollouts
Rollout #1 100.0% passed · 4.1s · $0.0003
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R7 |
| exact | 100.0% | R1 R7 |
| field accuracy | 100.0% | R1 R7 |
| citations | 100.0% | R1 R7 |
| explanation | 100.0% | R1 R7 |
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "Gross pay is missing. Please provide the employee's gross pay for payroll month 2026-07."
}
Reasoning
**Clarifying missing pay details** I need to track down the missing gross pay, regardless of the month and deduction. First, I should clarify the exact fields that are needed. It seems like I need to reference clauses R1 and R7 to provide a detailed explanation. I want to keep that part brief to avoid confusion. It looks like I'm supposed to focus on JSON only for this resolution, so I'll make sure to keep it straightforward!
Rollout #2 100.0% passed · 4.6s · $0.0002
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R7 |
| exact | 100.0% | R1 R7 |
| field accuracy | 100.0% | R1 R7 |
| citations | 100.0% | R1 R7 |
| explanation | 100.0% | R1 R7 |
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "Gross pay is missing. Please provide the employee's gross pay for payroll month 2026-07."
}
Reasoning
**Clarifying JSON requirements** I need to specify the missing gross information per order. First, I should clarify in JSON format, providing a reason, the applicable clauses, and a short explanation naming the blocker to seek a resolution. I’m thinking about which exact fields are required along with any optional explanations. It looks like the clauses I’ll likely reference are "R1" and "R7." I'll make sure I cover everything clearly!
Rollout #3 100.0% passed · 3.6s · $0.0002
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R7 |
| exact | 100.0% | R1 R7 |
| field accuracy | 100.0% | R1 R7 |
| citations | 100.0% | R1 R7 |
| explanation | 100.0% | R1 R7 |
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "Gross pay is missing from the payroll record. Please provide the employee's gross pay for 2026-07."
}
Reasoning
**Clarifying missing information** I need to address the missing gross amount for the current month, which isn't specified. It's essential to clarify the exact fields required for the decision, especially regarding the reason code and any optional explanations. Also, I need to bring up any blockers that might prevent resolving these issues and seek a resolution for those. Citations R1 and R7 will also be important to reference in this context.