← Heatmap / GPT 5.6 Luna · Task 45
GPT 5.6 Luna* · Single-turn · Task 45 (Traps, missing month)
Mean 100.0%
| Field | Expected | Rollout #1 (100%) | Rollout #2 (100%) | Rollout #3 (100%) |
|---|---|---|---|---|
| decision | clarify | clarify | clarify | clarify |
| reason code | MISSING_PAYROLL_MONTH | MISSING_PAYROLL_MONTH | MISSING_PAYROLL_MONTH | MISSING_PAYROLL_MONTH |
| 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: {"f46dc79c607d7411-payroll": {"kind": "payroll", "record": {"gross_pay": "6072.36", "allowed_deduction": "307.83"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.07", "cap": "4500.00", "deduction": "400.00", "free": "900.00", "upper": "3000.00", "middle_rate": "0.08", "upper_rate": "0.22"}, "second-half": {"rate": "0.04", "cap": "5000.00", "deduction": "400.00", "free": "900.00", "upper": "3300.00", "middle_rate": "0.08", "upper_rate": "0.22"}}
Rollouts
Rollout #1 100.0% passed · 3.6s · $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_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll month is missing, so the applicable reference schedule row cannot be selected. Please provide the payroll month in YYYY-MM format."
}
Reasoning
**Clarifying payroll details** I need to address the missing payroll_month. I should clarify the exact fields for the decision regarding reason_code clauses, and I can make the explanation optional. It’s also essential to mention any blockers that may need resolving. I have to ensure this is formatted in JSON only for clarity and consistency. Let’s make sure everything is clear and organized!
Rollout #2 100.0% passed · 3.7s · $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_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll month is missing, so the applicable reference schedule cannot be selected. Please provide the payroll month in YYYY-MM format."
}
Reasoning
**Clarifying payroll details** I need to address that we’re missing the payroll_month. It’s essential to clarify the exact fields needed for the decision regarding the reason_code and whether certain clauses are optional. I’ll mention that this is a blocker and needs resolution. I should also cite R1 and R7 for reference, so it’s clear where my information is coming from. Getting these details right will be key!
Rollout #3 100.0% passed · 3.5s · $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_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll month is missing, so the applicable reference row cannot be selected. Please provide the payroll month in YYYY-MM format."
}
Reasoning
**Clarifying payroll details** I need to focus on gathering the missing payroll month information. It’s important to clarify the exact fields, decision reasons, and optional clauses. I should also mention any blockers that could affect progress and ask for resolution on those. Specifically, I need to pay attention to clauses R1 and R7 to ensure everything aligns. Getting these details sorted will help in moving forward smoothly!