← Heatmap / DeepSeek V4.1 Flash · Task 12
DeepSeek V4.1 Flash · Tool use · Task 12 (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 · 6.6s · $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 documents.
Tool
[
{"id": "20c5003e680b942a-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="20c5003e680b942a-payroll")Reasoning
Only one document. Let me read it.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "5796.92", "allowed_deduction": "0.00"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record does not include a payroll_month, which is required to select the applicable reference row. Please provide the payroll month in YYYY-MM format (2026 only) so the calculation can proceed."
}
Reasoning
Missing payroll_month. Wait, the record has gross_pay and allowed_deduction but no payroll_month. So per R7 order: missing gross_pay? No, gross_pay present. Missing payroll_month → clarify MISSING_PAYROLL_MONTH citing R1 and R7.
Wait, but maybe payroll_month is inside the record? The record shows kind and record. The record has gross_pay and allowed_deduction only. No payroll_month. So missing payroll_month.
But wait—maybe there are other documents? list_documents returned only one. Let me double check there's no month anywhere. The record: {"gross_pay": "5796.92", "allowed_deduction": "0.00"}. No month.
So clarification: MISSING_PAYROLL_MONTH.
Answer fields for clarify: decision, reason_code, clauses, plus optional explanation.
clauses: R1 and R7.
Let me produce JSON.
Rollout #2 100.0% passed · 4 tool calls · 6.1s · $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 documents.
Tool
[
{"id": "20c5003e680b942a-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="20c5003e680b942a-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "5796.92", "allowed_deduction": "0.00"}
}
Assistant
lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
The record has gross_pay and allowed_deduction but no payroll_month. Hmm. Let me check if there are other documents. list_documents only returned one. So payroll_month is missing → R7 case 2: MISSING_PAYROLL_MONTH.
Wait, but let me double check. The record: {"gross_pay": "5796.92", "allowed_deduction": "0.00"}. No payroll_month. So missing payroll_month → clarify, reason_code MISSING_PAYROLL_MONTH, citing R1 and R7.
Hmm, but maybe the reference lookup gives effective months and there's a default? No, payroll_month is required. The month must use YYYY-MM. It's missing.
Actually wait — let me reconsider. Perhaps I should check lookup_reference to see if there's a schedule. But the month is missing regardless. R7 step 2: Missing payroll_month → clarify MISSING_PAYROLL_MONTH.
Let me verify there's no other document. Only one document. So answer is clarify.
Actually, let me be careful: R7 order is 1. missing gross_pay, 2. missing payroll_month. Gross pay is present, so we go to step 2, missing payroll_month.
Return decision clarify, reason_code MISSING_PAYROLL_MONTH, clauses ["R1","R7"], with explanation.
Let me confirm no hidden month. The record only has gross_pay and allowed_deduction. So yes.
I'll produce the answer.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.07",
"cap": "3500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3600.00",
"middle_rate": "0.10",
"upper_rate": "0.20"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.06",
"cap": "3500.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "3600.00",
"middle_rate": "0.08",
"upper_rate": "0.18"
}
Assistant
{
"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 (2026 only)."
}
Reasoning
The payroll record has no payroll_month. So we cannot select a reference row. Missing payroll_month → clarify MISSING_PAYROLL_MONTH. Return the JSON.
Rollout #3 100.0% passed · 2 tool calls · 4.6s · $0.0009
| 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.
Tool
[
{"id": "20c5003e680b942a-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="20c5003e680b942a-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "5796.92", "allowed_deduction": "0.00"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay (5796.92) but omits the required payroll_month, so no reference row can be selected. Please provide the payroll month in YYYY-MM format (2026) to resolve this blocker."
}
Reasoning
The payroll record has gross_pay 5796.92 and allowed_deduction 0.00, but no payroll_month. Wait, R1 says gross_pay and payroll_month are required. The record doesn't include payroll_month. Hmm. Let me check documents again - only one document. So payroll_month is missing. That triggers R7 step 2: MISSING_PAYROLL_MONTH, citing R1 and R7. Wait, but let me double check. Maybe payroll_month is elsewhere. The record only has gross_pay and allowed_deduction. There's no payroll_month, no contract_gross_pay, no amendment. So missing payroll_month → clarify with reason_code MISSING_PAYROLL_MONTH. But wait, order: step 1 missing gross_pay - gross_pay present. Step 2 missing payroll_month - yes missing. So clarify. Let me verify there are no other documents. list_documents returned only one. So yes. Return decision clarify, reason_code MISSING_PAYROLL_MONTH, clauses R1 and R7, plus explanation. Actually, let me reconsider - maybe I should check the reference tables? No, without a month we can't select. The answer is clarification. Let me produce the JSON.