← Heatmap / GLM 5.3 Flash · Task 28
GLM 5.3 Flash · Tool use · Task 28 (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. Retrieve the case inputs with list_documents and read_document. Reference rows are available only through lookup_reference. Use calculate for exact decimal arithmetic.
Rollouts
Rollout #1 100.0% passed · 3 tool calls · 6.7s · $0.0013
| 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
list_documents()Reasoning
Let me start by listing the documents to see what's in this case.
Tool
[
{"id": "5907abef11c974cf-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="5907abef11c974cf-payroll")Reasoning
One payroll document. Let me read it.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "1930.34", "allowed_deduction": "228.05"}
}
Assistant
calculate(program="x = 1")Reasoning
The payroll record has gross_pay = 1930.34 and allowed_deduction = 228.05, but no payroll_month. Per R7, missing payroll_month → clarify with reason_code "MISSING_PAYROLL_MONTH", citing R1 and R7. Wait — let me double check the record. The record contains: gross_pay: "1930.34", allowed_deduction: "228.05". No payroll_month field. So it's missing payroll_month. R7 order: 1. Missing gross_pay → MISSING_GROSS_PAY. 2. Missing payroll_month → MISSING_PAYROLL_MONTH. Gross pay is present, so check #2: missing payroll_month → clarify MISSING_PAYROLL_MONTH, citing R1 and R7. No monetary fields in clarification. Fields: decision, reason_code, clauses, optional explanation.
Tool
{
"results": {"x": "1"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay (1930.34) and allowed_deduction (228.05) but no payroll_month. R1 requires a payroll month in YYYY-MM format to select the applicable reference row, and under R7 a missing payroll_month must be clarified before any calculation. Please provide the payroll month (only 2026 months are covered) so the reference row can be selected and the payslip computed."
}
Reasoning
I did a trivial calculate call but actually I don't need it. The record is missing payroll_month, so clarification is required. The answer: decision: "clarify" reason_code: "MISSING_PAYROLL_MONTH" clauses: ["R1", "R7"] explanation: The payroll record contains gross_pay and allowed_deduction but no payroll_month, so no reference row can be selected; please supply the payroll month in YYYY-MM format. No monetary fields should be returned.
Rollout #2 100.0% passed · 2 tool calls · 7.2s · $0.0011
| 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
list_documents()Reasoning
Let me start by listing the documents to get the case inputs.
Tool
[
{"id": "5907abef11c974cf-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="5907abef11c974cf-payroll")Tool
{
"kind": "payroll",
"record": {"gross_pay": "1930.34", "allowed_deduction": "228.05"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay (1930.34) and allowed_deduction (228.05) but no payroll_month, which is required under R1. Without the payroll month (YYYY-MM) no reference row can be selected, so no payslip can be calculated. Please provide the payroll month to resolve this blocker."
}
Reasoning
The payroll record has gross_pay = 1930.34 and allowed_deduction = 228.05, but no payroll_month. Let me check the record again: {"gross_pay": "1930.34", "allowed_deduction": "228.05"}. There's no payroll_month field.
Per R7:
1. Missing gross_pay → MISSING_GROSS_PAY
2. Missing payroll_month → MISSING_PAYROLL_MONTH
3. Month without reference row → NO_APPLICABLE_REFERENCE
4. Conflicting gross pay → CONFLICTING_GROSS_PAY
The record is missing payroll_month. So decision: "clarify", reason_code: "MISSING_PAYROLL_MONTH", citing R1 and R7.
Wait, but I should double-check whether there's a payroll_month elsewhere in the document. The record only contains gross_pay and allowed_deduction. No payroll_month, no contract_gross_pay, no amendment.
So the answer is clarify with MISSING_PAYROLL_MONTH. Fields for clarify: decision, reason_code, clauses. Optional explanation.
The explanation should name the unresolved blocker and ask for its resolution: the payroll month is missing, so no reference row can be selected; ask for the payroll month in YYYY-MM format.
Also note: allowed_deduction 228.05 is present — structurally valid? It's a non-negative decimal with two digits. But we can't validate against a cap without a row. Per R4, "When the month or applicable row is absent, accept structurally valid deductions up to the largest reference deduction cap for task validation, but do not calculate a payslip or assume a reference row." But that's about task validation, not about overriding the clarify decision. The missing payroll_month is the blocker — R7 step 2 applies before calculation.
Should I check the reference tables anyway? No — the month is missing, so no row can be selected. The clarify decision stands.
Return JSON:
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay and allowed_deduction but no payroll_month, so no reference row can be selected. Please provide the payroll month in YYYY-MM format."
}
Money fields not included since clarify doesn't return calculated monetary fields. No markdown fences. One JSON object.
Rollout #3 100.0% passed · 3 tool calls · 9.8s · $0.0008
| 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
list_documents()Reasoning
Let me start by listing the documents to see what inputs we have.
Tool
[
{"id": "5907abef11c974cf-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="5907abef11c974cf-payroll")Tool
{
"kind": "payroll",
"record": {"gross_pay": "1930.34", "allowed_deduction": "228.05"}
}
Assistant
calculate(program="check = 1")Reasoning
The payroll record has gross_pay = 1930.34 and allowed_deduction = 228.05, but no payroll_month. Per R7 order: 1. Missing gross_pay? No, it's present. 2. Missing payroll_month? Yes — return clarify with reason_code "MISSING_PAYROLL_MONTH", citing R1 and R7. No monetary fields should be returned. The answer fields for clarify: decision, reason_code, clauses, and optional explanation.
Tool
{
"results": {"check": "1"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay (1930.34 LCR) and allowed_deduction but omits payroll_month, which R1 requires. Under R7 step 2, a missing payroll_month must be clarified before any calculation; please provide the payroll month (YYYY-MM, within 2026) so the applicable reference row can be selected."
}
Reasoning
The record is missing payroll_month. Per R7 step 2, return clarify with reason_code MISSING_PAYROLL_MONTH, citing R1 and R7. No monetary fields.