← Heatmap / GLM 5.3 Flash · Task 83
GLM 5.3 Flash · Tool use · Task 83 (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 · 7.1s · $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 documents to get the case inputs.
Tool
[
{"id": "4b62047c2fc0a2f2-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="4b62047c2fc0a2f2-payroll")Tool
{
"kind": "payroll",
"record": {"gross_pay": "3229.23", "allowed_deduction": "40.33"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay (3229.23) and allowed_deduction (40.33) but omits payroll_month. R1 requires a payroll month in YYYY-MM format to select the applicable reference row, and R7 orders a clarify response for a missing payroll_month before any calculation. Please provide the payroll month (within 2026) so the reference row can be selected and the payslip computed."
}
Reasoning
The payroll record has gross_pay: 3229.23 and allowed_deduction: 40.33. But no payroll_month is given. Let me check the document again — the record only contains gross_pay and allowed_deduction. There's no payroll_month field.
Per R7: Missing `payroll_month`: return `decision: "clarify"` and `reason_code: "MISSING_PAYROLL_MONTH"`, citing R1 and R7.
Wait, but the order of checks: 1. Missing gross_pay first, 2. Missing payroll_month. Gross pay is present (3229.23). Payroll month is missing. So the answer is clarify with MISSING_PAYROLL_MONTH.
Also, there might be a case schedule for reference tables — but since payroll_month is missing, we can't select a row anyway. Should I check lookup_reference? The rules say a case may include an authoritative reference_tables schedule. In tool mode this schedule is available only through lookup_reference. But since the month is missing, no calculation can be done. The clarification is based on the missing month, not on reference rows.
Do I need to call lookup_reference? Not necessary — the blocker is the missing payroll_month. The answer fields for clarify: decision, reason_code, clauses, plus optional explanation. No monetary fields.
Clauses: R1 and R7.
Let me produce the JSON:
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay 3229.23 and allowed_deduction 40.33 but no payroll_month (YYYY-MM). Without the month, no reference row can be selected and no payslip can be calculated; please provide the payroll month."
}
No monetary fields for clarify. Good.
Rollout #2 100.0% passed · 2 tool calls · 8.7s · $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 see what inputs we have.
Tool
[
{"id": "4b62047c2fc0a2f2-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="4b62047c2fc0a2f2-payroll")Tool
{
"kind": "payroll",
"record": {"gross_pay": "3229.23", "allowed_deduction": "40.33"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay (3229.23) and allowed_deduction (40.33) but no payroll_month. Per R7 check order, gross_pay is present, so the next blocker is the missing payroll_month, which is required by R1 to select the applicable reference row. Please provide the payroll month (YYYY-MM, within 2026) so the calculation can proceed; no monetary fields are returned."
}
Reasoning
The payroll record has gross_pay: 3229.23 and allowed_deduction: 40.33, but no payroll_month. Wait, let me check — the record shows only gross_pay and allowed_deduction. There's no payroll_month field.
Per R7:
1. Missing gross_pay → MISSING_GROSS_PAY
2. Missing payroll_month → MISSING_PAYROLL_MONTH
The record is missing payroll_month. So the answer is decision: "clarify", reason_code: "MISSING_PAYROLL_MONTH", citing R1 and R7.
Wait, but should I check if there's an amendment or contract_gross_pay? No — the record only has gross_pay and allowed_deduction. No payroll_month. Per R7 order: gross_pay is present, payroll_month is missing → clarify with MISSING_PAYROLL_MONTH.
For clarification: "For these cases do not return calculated monetary fields. Missing required values include explicit null." Hmm, "Missing required values include explicit null" — this means missing required values should include explicit null? The clarify fields are decision, reason_code, clauses. There's no field for missing values in clarify. The allowed answer fields for clarify: decision, reason_code, clauses. So just those, plus optional explanation.
Actually wait — maybe I should double-check the document. The record might have more fields. It shows {"kind": "payroll", "record": {"gross_pay": "3229.23", "allowed_deduction": "40.33"}}. No payroll_month, no contract_gross_pay, no amendment.
So the answer: decision "clarify", reason_code "MISSING_PAYROLL_MONTH", clauses ["R1", "R7"], with a short explanation naming the unresolved blocker and asking for its resolution.
Do I need lookup_reference? No — no month to look up. No calculate needed.
The explanation should name the unresolved blocker: payroll_month is missing, so no reference row can be selected, and ask for the payroll month.
Rollout #3 100.0% passed · 2 tool calls · 6.0s · $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 see what inputs are available.
Tool
[
{"id": "4b62047c2fc0a2f2-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="4b62047c2fc0a2f2-payroll")Tool
{
"kind": "payroll",
"record": {"gross_pay": "3229.23", "allowed_deduction": "40.33"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay (3229.23) and allowed_deduction (40.33) but omits the required payroll_month. Under R1 a payroll month in YYYY-MM format is required, and R7 directs clarification with reason_code MISSING_PAYROLL_MONTH when it is missing. Please provide the payroll month so the applicable 2026 reference row can be selected; no payslip values are calculated or assumed."
}
Reasoning
The payroll record has gross_pay "3229.23" and allowed_deduction "40.33", but no payroll_month. According to R7:
1. Missing gross_pay → clarify MISSING_GROSS_PAY
2. Missing payroll_month → clarify MISSING_PAYROLL_MONTH, citing R1 and R7.
The record is missing payroll_month. So the decision is clarify with reason_code "MISSING_PAYROLL_MONTH".
Per R7: "For these cases do not return calculated monetary fields. Missing required values include explicit null."
The clarify answer fields: decision, reason_code, clauses. Optional explanation string.
The reason_code should be "MISSING_PAYROLL_MONTH" and clauses R1, R7. Should I include explicit null for missing values? The rule says "Missing required values include explicit null." But the allowed answer fields for clarify are: decision, reason_code, clauses (plus optional explanation). Hmm, "Use exactly the required answer fields" — the required fields for clarify are decision, reason_code, clauses. The R7 text says missing required values include explicit null — but that might conflict with "Do not include input-only fields such as payroll_month". Actually payroll_month is an input field, not an answer field. The allowed answer fields list says: clarify uses decision, reason_code, clauses. So I should only include those plus optional explanation.
I'll return:
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "..."
}
No need for lookup_reference or calculate since we can't determine the month. The explanation should name the unresolved blocker and ask for its resolution.