← Heatmap / DeepSeek V4.1 Flash · Task 13
DeepSeek V4.1 Flash · Tool use · Task 13 (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 · 3 tool calls · 5.6s · $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.
Tool
[
{"id": "6232153c41519a05-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="6232153c41519a05-payroll")Reasoning
Let me read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-02"}
}
Assistant
read_document(document_id="6232153c41519a05-payroll")Reasoning
The payroll record only has payroll_month. No gross_pay. Let me check for contract_gross_pay, amendment, etc. The record only has payroll_month. So missing gross_pay → clarify MISSING_GROSS_PAY.
Wait, but maybe there's more. The record is {"payroll_month": "2026-02"}. No gross_pay. So according to R7 order: 1. Missing gross_pay → clarify MISSING_GROSS_PAY citing R1 and R7.
Let me double-check there aren't other documents. Only one document. So gross_pay is missing.
Return decision clarify, reason_code MISSING_GROSS_PAY, clauses R1, R7.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-02"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies payroll_month 2026-02 but no gross_pay (and no contract or amendment from which to derive it). Gross pay is required under R1, so the missing value must be provided before payroll can be calculated."
}
Reasoning
The record has only payroll_month. No gross_pay, no contract_gross_pay, no amendment. So the first check fails: Missing gross_pay. Return clarify with MISSING_GROSS_PAY, citing R1 and R7.
Rollout #2 100.0% passed · 4 tool calls · 4.6s · $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()lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
Let me start by listing documents and looking up reference tables.
Tool
[
{"id": "6232153c41519a05-payroll", "kind": "payroll"}
]
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.04",
"cap": "5000.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "3300.00",
"middle_rate": "0.10",
"upper_rate": "0.22"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.07",
"cap": "4500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3000.00",
"middle_rate": "0.14",
"upper_rate": "0.20"
}
Assistant
read_document(document_id="6232153c41519a05-payroll")Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-02"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies payroll_month 2026-02 but no gross_pay (and no contract_gross_pay or amendment from which to derive one). Please provide the employee's monthly gross pay so the payroll can be calculated."
}
Reasoning
The record only has payroll_month, no gross_pay. So missing gross_pay → clarify MISSING_GROSS_PAY. Check order: 1. Missing gross_pay → clarify. Yes. Cite R1 and R7.
Rollout #3 100.0% passed · 3 tool calls · 6.5s · $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.
Tool
[
{"id": "6232153c41519a05-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="6232153c41519a05-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-02"}
}
Assistant
lookup_reference(reference="first-half")Reasoning
The payroll record only has payroll_month, no gross_pay. So missing gross_pay → clarify MISSING_GROSS_PAY citing R1 and R7.
Wait, let me check. The record is {"payroll_month": "2026-02"}. No gross_pay. So R7 step 1: Missing gross_pay → clarify, reason_code MISSING_GROSS_PAY, citing R1 and R7.
Let me double-check there are no other documents. Only one document listed. So yes.
Return JSON with decision, reason_code, clauses, and optional explanation.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.04",
"cap": "5000.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "3300.00",
"middle_rate": "0.10",
"upper_rate": "0.22"
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "The payroll record for 2026-02 does not include a gross_pay value (explicit null or absent counts as missing). Gross pay is required before any calculation, so please supply the employee's monthly gross pay in LCR."
}
Reasoning
The record lacks gross_pay. So clarification. But wait — maybe gross_pay is elsewhere? The record only shows payroll_month. Let me confirm there's no other document. list_documents returned only one. So missing gross_pay. Answer: decision clarify, reason_code MISSING_GROSS_PAY, clauses R1, R7.