← Heatmap / DeepSeek V4.1 Flash · Task 46
DeepSeek V4.1 Flash · Tool use · Task 46 (Traps, missing gross pay)
Mean 100.0%
| Field | Expected | Rollout #1 (100%) | Rollout #2 (100%) | Rollout #3 (100%) |
|---|---|---|---|---|
| decision | clarify | clarify | clarify | clarify |
| reason code | MISSING_GROSS_PAY | MISSING_GROSS_PAY | MISSING_GROSS_PAY | MISSING_GROSS_PAY |
| 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 · 4.1s · $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 documents.
Tool
[
{"id": "5d0252eecded84f4-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="5d0252eecded84f4-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-05", "allowed_deduction": "233.79"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "The payroll record has no gross_pay value (it is absent, not zero), so the monthly payroll cannot be calculated. Please provide the employee's gross_pay for 2026-05."
}
Reasoning
The record lacks gross_pay. Missing gross_pay → clarify with MISSING_GROSS_PAY, citing R1 and R7. Check order: 1. Missing gross_pay → return clarify MISSING_GROSS_PAY. Yes. So answer: decision clarify, reason_code MISSING_GROSS_PAY, clauses R1, R7. Plus short explanation naming the unresolved blocker. No monetary fields.
Rollout #2 100.0% passed · 2 tool calls · 6.9s · $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": "5d0252eecded84f4-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="5d0252eecded84f4-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-05", "allowed_deduction": "233.79"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "The payroll record for 2026-05 provides payroll_month and allowed_deduction but no gross_pay (and no contract_gross_pay or amendment). Gross pay is required before any calculation, so please supply the employee's monthly gross pay."
}
Reasoning
The payroll record has payroll_month 2026-05, allowed_deduction 233.79. But no gross_pay. Missing gross_pay → R7 case 1: MISSING_GROSS_PAY, citing R1 and R7. Wait, let me check. The record doesn't include gross_pay. So missing gross_pay → clarify. Let me double check there are no other documents. Only one document. So gross_pay is missing. Answer: decision clarify, reason_code MISSING_GROSS_PAY, clauses R1, R7, explanation. Let me make sure about the order: missing gross_pay is checked first. Yes. Return JSON with decision, reason_code, clauses, and optional explanation.
Rollout #3 100.0% passed · 2 tool calls · 4.1s · $0.0007
| 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": "5d0252eecded84f4-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="5d0252eecded84f4-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-05", "allowed_deduction": "233.79"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies payroll_month and allowed_deduction but no gross_pay. Per R7 step 1, a missing required gross_pay must be clarified before any calculation; please provide the employee's gross_pay for 2026-05."
}
Reasoning
The record has payroll_month "2026-05" but no gross_pay. Missing gross_pay → clarify MISSING_GROSS_PAY citing R1 and R7. Wait, let me check: record has payroll_month and allowed_deduction, but no gross_pay. So missing gross_pay is checked first. Return clarify with reason_code MISSING_GROSS_PAY, citing R1 and R7. Let me double-check there are no other documents. Only one payroll document. So gross_pay is missing. Return decision clarify, reason_code MISSING_GROSS_PAY, clauses ["R1","R7"], explanation.