← Heatmap / GLM 5.3 Flash · Task 67
GLM 5.3 Flash · Tool use · Task 67 (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 · 2 tool calls · 6.1s · $0.0010
| 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": "cc74d2a8fe768d29-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="cc74d2a8fe768d29-payroll")Tool
{
"kind": "payroll",
"record": {"gross_pay": "8261.80", "allowed_deduction": "143.37"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay (8261.80) and allowed_deduction (143.37) but omits payroll_month, which R1 requires in YYYY-MM format to select the applicable reference row. Per R7 check 2, a missing payroll_month blocks calculation. Please provide the payroll month so the reference row can be selected and the payslip computed."
}
Reasoning
The payroll record has gross_pay "8261.80" and allowed_deduction "143.37", but no payroll_month. According to 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
Here payroll_month is missing. So decision: "clarify", reason_code: "MISSING_PAYROLL_MONTH", citing R1 and R7.
The record has gross_pay present, so check 1 passes. Check 2: payroll_month missing → clarify with MISSING_PAYROLL_MONTH.
Fields for clarify: decision, reason_code, clauses. Optional explanation string. No monetary fields should be returned for clarification cases ("For these cases do not return calculated monetary fields. Missing required values include explicit null." — but the answer format says only decision, reason_code, clauses for clarify; the missing required values include explicit null refers to... hmm, "Missing required values include explicit null" — that's about input records. The answer fields for clarify are decision, reason_code, clauses, plus optional explanation. I should not include monetary fields.
Let me write the JSON:
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay (8261.80) and allowed_deduction (143.37) but omits payroll_month, which is required by R1 to select the applicable reference row. Please provide the payroll month (YYYY-MM) so the calculation can proceed."
}
No lookup_reference needed since the month is missing. No calculation needed.
Rollout #2 100.0% passed · 2 tool calls · 6.7s · $0.0010
| 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 documents to get the case inputs.
Tool
[
{"id": "cc74d2a8fe768d29-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="cc74d2a8fe768d29-payroll")Tool
{
"kind": "payroll",
"record": {"gross_pay": "8261.80", "allowed_deduction": "143.37"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay (8261.80) and allowed_deduction (143.37) but omits payroll_month. Under R1 a payroll month in YYYY-MM format is required, and under R7 a missing payroll_month must be clarified before any calculation, since no reference row can be selected without it. Please provide the payroll month (within 2026) so the applicable reference row can be chosen."
}
Reasoning
The payroll record has gross_pay = 8261.80 and allowed_deduction = 143.37, but no payroll_month. Wait, let me check the record again: {"kind": "payroll", "record": {"gross_pay": "8261.80", "allowed_deduction": "143.37"}}. There's no payroll_month field.
Per R7: Missing payroll_month → decision "clarify", reason_code "MISSING_PAYROLL_MONTH", citing R1 and R7.
Wait, but the order of checks: 1. Missing gross_pay first, 2. Missing payroll_month second. Gross pay is present, so check 2 applies: missing payroll_month.
Hmm, but wait — maybe I should double-check whether there's more in the document. The record only has gross_pay and allowed_deduction. No payroll_month. So clarify with MISSING_PAYROLL_MONTH.
The answer fields for clarify: decision, reason_code, clauses. Optional explanation string. Money fields should not be returned for clarify cases ("For these cases do not return calculated monetary fields. Missing required values include explicit null."). Actually it says missing required values include explicit null — hmm, that's for cases like missing gross_pay perhaps. But the allowed answer fields for clarify are decision, reason_code, clauses (plus optional explanation). I should not include monetary fields.
Let me return the JSON.
Rollout #3 100.0% passed · 2 tool calls · 5.9s · $0.0006
| 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 the case inputs.
Tool
[
{"id": "cc74d2a8fe768d29-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="cc74d2a8fe768d29-payroll")Reasoning
Let me read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "8261.80", "allowed_deduction": "143.37"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay (8261.80) and allowed_deduction (143.37) but omits payroll_month entirely. Under R1 the month is required and must be in YYYY-MM format, and under R7 a missing payroll_month requires clarification before any reference row can be selected. Please provide the payroll month so the applicable 2026 reference row can be chosen and the payslip calculated."
}
Reasoning
The payroll record has:
- gross_pay: 8261.80
- allowed_deduction: 143.37
- No payroll_month
Wait, let me check. The record has gross_pay and allowed_deduction, but no payroll_month. Per R7:
1. Missing gross_pay: clarify MISSING_GROSS_PAY
2. Missing payroll_month: clarify MISSING_PAYROLL_MONTH
3. Month without reference row: NO_APPLICABLE_REFERENCE
4. Conflicting gross pay: CONFLICTING_GROSS_PAY
The payroll_month is missing. So the answer is decision: "clarify", reason_code: "MISSING_PAYROLL_MONTH", citing R1 and R7.
Wait, but let me double-check the record — maybe there's more. The record shows only gross_pay and allowed_deduction. No payroll_month field. So per R7 order: gross_pay is present (8261.80), payroll_month is missing → clarify with MISSING_PAYROLL_MONTH.
For clarification: "Missing required values include explicit null." Hmm, "Do not include input-only fields such as payroll_month, contract_gross_pay, or amendment." So I should not include payroll_month field. The clarification fields are decision, reason_code, clauses, plus optional explanation.
The answer:
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "..."
}
The explanation should name the unresolved blocker and ask for its resolution. The blocker: payroll_month is missing, so no reference row can be selected.
No need for lookup_reference or calculate since we can't determine the month. Let me just return the JSON.