← Heatmap / GLM 5.3 Flash · Task 79
GLM 5.3 Flash · Single-turn · Task 79 (Traps, missing month)
Mean 50.0%
| Field | Expected | Rollout #1 (100%) | Rollout #2 (100%) | Rollout #3 (-50%) |
|---|---|---|---|---|
| decision | clarify | clarify | clarify | (malformed) |
| reason code | MISSING_PAYROLL_MONTH | MISSING_PAYROLL_MONTH | MISSING_PAYROLL_MONTH | (malformed) |
| clauses | R1 R7 | R1 R7 | R1 R7 | (malformed) |
Prompt
Process this monthly payroll record under the supplied rulebook. Return the R6 or R7 JSON answer.
Source documents: {"3306732e853a7389-payroll": {"kind": "payroll", "record": {"gross_pay": "2524.56", "allowed_deduction": "208.50"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.06", "cap": "5000.00", "deduction": "400.00", "free": "1200.00", "upper": "3600.00", "middle_rate": "0.12", "upper_rate": "0.18"}, "second-half": {"rate": "0.08", "cap": "3500.00", "deduction": "400.00", "free": "1100.00", "upper": "3000.00", "middle_rate": "0.14", "upper_rate": "0.22"}}
Rollouts
Rollout #1 100.0% passed · 4.1s · $0.0005
| 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 record has no payroll_month, so the applicable first-half or second-half reference row cannot be selected under R1 even though a case schedule was supplied. Please provide the payroll month in YYYY-MM format so the calculation can proceed."
}
Reasoning
Let me analyze this task.
The payroll record has:
- gross_pay: "2524.56"
- allowed_deduction: "208.50"
Missing: payroll_month. Wait, let me check. The record only has gross_pay and allowed_deduction. There's no payroll_month provided.
According to R7:
1. Missing gross_pay: clarify MISSING_GROSS_PAY
2. Missing payroll_month: clarify MISSING_PAYROLL_MONTH
3. Month without reference row: clarify NO_APPLICABLE_REFERENCE
4. Conflicting gross_pay: clarify CONFLICTING_GROSS_PAY
The record is missing payroll_month. So the answer should be decision: "clarify", reason_code: "MISSING_PAYROLL_MONTH", citing R1 and R7.
Wait, but there's an authoritative case reference schedule supplied. However, without a payroll month, we cannot select which row (first-half or second-half) applies. R1 says "Select the reference row below using the payroll month, not a document's upload date or an agent's recollection."
So even though a schedule is supplied, we cannot determine which row applies without the payroll month. The check order in R7: first check missing gross_pay (present, so OK), then missing payroll_month (missing) → clarify with MISSING_PAYROLL_MONTH.
So the answer:
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "..."
}
The explanation should name the unresolved blocker: payroll_month is missing, so no reference row can be selected; ask for the payroll month.
Let me make sure about the format: "For clarification include a short explanation naming the unresolved blocker and asking for its resolution."
Fields for clarify: decision, reason_code, clauses. Optional explanation string.
Answer:
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record lacks a payroll_month, so no reference row (first-half or second-half) from the case schedule can be selected under R1. Please supply the payroll month in YYYY-MM format."
}
Rollout #2 100.0% passed · 3.5s · $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 record is missing payroll_month, so no applicable reference row can be selected even though a case schedule is supplied. Please provide the payroll month in YYYY-MM format so the correct schedule row can be applied."
}
Reasoning
We have a payroll record with gross_pay "2524.56" and allowed_deduction "208.50". But no payroll_month is given. Wait, the record only has gross_pay and allowed_deduction. There's no payroll_month field.
Per R7: check required inputs in order:
1. Missing gross_pay — present.
2. Missing payroll_month — missing! The payroll record doesn't include payroll_month. So we must return clarify with reason_code MISSING_PAYROLL_MONTH, citing R1 and R7.
Wait, but there's an authoritative case reference schedule supplied. Still, without payroll_month we can't select a row. R7 step 2: Missing payroll_month → clarify MISSING_PAYROLL_MONTH, citing R1 and R7.
Hmm, but does the absence of payroll_month in the source document count? The record: {"gross_pay": "2524.56", "allowed_deduction": "208.50"} — no payroll_month. So yes, missing payroll_month.
But wait — maybe the schedule's existence implies something? No. The month must be selected from the payroll month. Without it, we cannot determine which row applies. So clarify.
Answer format: clarify uses decision, reason_code, clauses. Optional explanation string. Include short explanation naming unresolved blocker and asking for its resolution.
Clauses: R1 and R7.
JSON:
{"decision": "clarify", "reason_code": "MISSING_PAYROLL_MONTH", "clauses": ["R1", "R7"], "explanation": "The payroll record does not include payroll_month, so no reference row can be selected; please supply the payroll month in YYYY-MM format."}
No monetary fields. Good.
Rollout #3 -50.0% malformed · 2.3s · $0.0002
| Component | Score | Clauses |
|---|---|---|
| decision | 0.0% | R1 R7 |
| exact | 0.0% | R1 R7 |
| field accuracy | 0.0% | R1 R7 |
| citations | 0.0% | R1 R7 |
Assistant
```json
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": [
"R1",
"R7"
],
"explanation": "The payroll record lacks the required payroll_month, so no reference row can be selected and no payslip can be calculated. Please provide the payroll month in YYYY-MM format to resolve this."
}
```
Reasoning
Let me analyze this task.
The payroll record has:
- gross_pay: "2524.56"
- allowed_deduction: "208.50"
Missing: payroll_month is not provided in the record.
Wait, let me check. The source documents show a payroll record with gross_pay and allowed_deduction. There's no payroll_month field.
Per R7:
1. Missing gross_pay: no, it's present.
2. Missing payroll_month: yes, it's missing. Return decision "clarify" with reason_code "MISSING_PAYROLL_MONTH", citing R1 and R7.
Wait, but there's an authoritative case reference schedule supplied. But the payroll month is still missing. The schedule exists, but we don't know which month applies. Without payroll_month, we can't select a row (first-half vs second-half).
So the answer is clarify with MISSING_PAYROLL_MONTH, citing R1 and R7.
The answer format: clarify uses decision, reason_code, clauses. Optional explanation string permitted. For clarification include a short explanation naming the unresolved blocker and asking for its resolution.
So:
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record is missing payroll_month, which is required to select the applicable reference row; please supply the payroll month in YYYY-MM format."
}
That should be it. No monetary fields.