← Heatmap / DeepSeek V4.1 Flash · Task 79
DeepSeek V4.1 Flash · Tool use · Task 79 (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 · 5.6s · $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": "3306732e853a7389-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="3306732e853a7389-payroll")Reasoning
Let me read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "2524.56", "allowed_deduction": "208.50"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record provides gross_pay and allowed_deduction but no payroll_month, so the applicable reference row cannot be selected. Please supply the payroll month in YYYY-MM format (a 2026 month) to resolve this blocker."
}
Reasoning
The record has gross_pay and allowed_deduction but no payroll_month. Wait, let me check again - the record is {"gross_pay": "2524.56", "allowed_deduction": "208.50"}. No payroll_month.
Hmm, so payroll_month is missing. According to R7:
1. Missing gross_pay → MISSING_GROSS_PAY
2. Missing payroll_month → MISSING_PAYROLL_MONTH
gross_pay is present. payroll_month is missing. So return clarify with MISSING_PAYROLL_MONTH.
Wait, but let me double check. Maybe there are other documents. list_documents returned only one. Let me re-read to be sure the record doesn't contain payroll_month. It shows only gross_pay and allowed_deduction.
So the answer: decision clarify, reason_code MISSING_PAYROLL_MONTH, citing R1 and R7.
Let me confirm there's no contract_gross_pay or amendment. Not present.
So the answer is clarification. Let me produce JSON.
Fields: decision, reason_code, clauses, and optional explanation.
explanation: naming the unresolved blocker and asking for its resolution.
Rollout #2 100.0% passed · 4 tool calls · 7.2s · $0.0017
| 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": "3306732e853a7389-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="3306732e853a7389-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "2524.56", "allowed_deduction": "208.50"}
}
Assistant
lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
The payroll record has gross_pay "2524.56" and allowed_deduction "208.50". But wait, there's no payroll_month! Let me re-read. The record: {"gross_pay": "2524.56", "allowed_deduction": "208.50"}. No payroll_month.
Hmm, but maybe there's a reference schedule via lookup_reference that includes effective months. But R1 says payroll_month is required. Missing payroll_month → R7 reason_code MISSING_PAYROLL_MONTH.
Wait, but I should check the order: 1. Missing gross_pay → no, gross_pay present. 2. Missing payroll_month → yes, payroll_month is missing. Return clarify MISSING_PAYROLL_MONTH citing R1 and R7.
But let me double-check the document - maybe there are more fields. The record only has gross_pay and allowed_deduction. So payroll_month is missing.
Let me verify by checking lookup_reference too, but it's not needed. Actually the rule says missing payroll_month → clarify.
Wait, but let me reconsider. The task says "Retrieve the case inputs with list_documents and read_document. Reference rows are available only through lookup_reference." So maybe I should look at the reference tables to see effective months, but the payroll_month is required regardless.
Actually, let me re-read carefully. The record doesn't include payroll_month. So it's missing. Return clarify with MISSING_PAYROLL_MONTH.
Hmm, but wait — maybe the reference lookup provides the month? No, reference rows are keyed by month. The payroll month must come from the record.
So the answer: decision clarify, reason_code MISSING_PAYROLL_MONTH, clauses ["R1", "R7"].
Let me double check there's no other document or hidden month. The list shows only one document. Let me re-read the record: gross_pay and allowed_deduction only. Yes, payroll_month missing.
So final answer. Include explanation naming the unresolved blocker.
Let me be careful: R7 order: 1 missing gross_pay, 2 missing payroll_month. Gross pay present, so step 2 applies.
Answer:
{"decision":"clarify","reason_code":"MISSING_PAYROLL_MONTH","clauses":["R1","R7"],"explanation":"..."}
The explanation should name the unresolved blocker and ask for resolution.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.06",
"cap": "5000.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "3600.00",
"middle_rate": "0.12",
"upper_rate": "0.18"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.08",
"cap": "3500.00",
"deduction": "400.00",
"free": "1100.00",
"upper": "3000.00",
"middle_rate": "0.14",
"upper_rate": "0.22"
}
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 and no payslip can be produced. Please provide the payroll month in YYYY-MM format (2026 only) to resolve this blocker."
}
Reasoning
The payroll record lacks a payroll_month, so we cannot select a reference row. Per R7 step 2, missing payroll_month → clarify MISSING_PAYROLL_MONTH. Check order: gross_pay present (2524.56). payroll_month missing → clarify.
Rollout #3 100.0% passed · 4 tool calls · 4.7s · $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 documents.
Tool
[
{"id": "3306732e853a7389-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="3306732e853a7389-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "2524.56", "allowed_deduction": "208.50"}
}
Assistant
lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
The record has gross_pay and allowed_deduction, but no payroll_month. Missing payroll_month → R7 step 2: return clarify, reason_code MISSING_PAYROLL_MONTH, citing R1 and R7. Wait, order: 1. Missing gross_pay. gross_pay present. 2. Missing payroll_month → clarify MISSING_PAYROLL_MONTH citing R1 and R7. Let me confirm there's no payroll_month field. The record only has gross_pay and allowed_deduction. So yes, missing payroll_month. Return decision clarify.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.06",
"cap": "5000.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "3600.00",
"middle_rate": "0.12",
"upper_rate": "0.18"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.08",
"cap": "3500.00",
"deduction": "400.00",
"free": "1100.00",
"upper": "3000.00",
"middle_rate": "0.14",
"upper_rate": "0.22"
}
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, which is required under R1. Without the month I cannot select a reference row, so please provide the payroll month in YYYY-MM format (2026 only)."
}
Reasoning
The record lacks payroll_month. Per R7 step 2, return clarify with MISSING_PAYROLL_MONTH citing R1 and R7.