Task 91 · DeepSeek V4.1 Flash

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DeepSeek V4.1 Flash · Tool use · Task 91 (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 · 5.1s · $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": "44e5384a73d3496e-payroll", "kind": "payroll"}
]

Assistant

read_document(document_id="44e5384a73d3496e-payroll")

Reasoning

Read the payroll document.

Tool

{
  "kind": "payroll",
  "record": {"payroll_month": "2026-01", "allowed_deduction": "101.23"}
}

Assistant

{
  "decision": "clarify",
  "reason_code": "MISSING_GROSS_PAY",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll record has no gross_pay value (only payroll_month and allowed_deduction are present), so the monthly payroll cannot be calculated. Please provide the gross_pay for 2026-01."
}

Reasoning

The record has payroll_month 2026-01 and allowed_deduction 101.23, but no gross_pay. Missing gross_pay → clarify MISSING_GROSS_PAY, citing R1 and R7.

Wait, check order: 1. Missing gross_pay → clarify MISSING_GROSS_PAY. Yes.

So answer: decision clarify, reason_code MISSING_GROSS_PAY, clauses [R1, R7], explanation naming the unresolved blocker.

Let me confirm there's no contract_gross_pay or amendment. The record only has payroll_month and allowed_deduction. So gross_pay missing.

Return JSON.

Rollout #2 100.0% passed · 2 tool calls · 4.0s · $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": "44e5384a73d3496e-payroll", "kind": "payroll"}
]

Assistant

read_document(document_id="44e5384a73d3496e-payroll")

Reasoning

Read the payroll document.

Tool

{
  "kind": "payroll",
  "record": {"payroll_month": "2026-01", "allowed_deduction": "101.23"}
}

Assistant

{
  "decision": "clarify",
  "reason_code": "MISSING_GROSS_PAY",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll record does not include a gross_pay value (it is absent, not merely zero), and R7 requires clarification before any calculation. Please provide the employee's monthly gross pay in LCR so the 2026-01 payroll can be computed."
}

Reasoning

The record lacks gross_pay. So per R7 step 1: Missing gross_pay → clarify, reason_code MISSING_GROSS_PAY, citing R1 and R7.

Payroll month is 2026-01, which is covered. But gross_pay missing. So clarify.

Return decision clarify, reason_code MISSING_GROSS_PAY, clauses [R1, R7], plus 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": "44e5384a73d3496e-payroll", "kind": "payroll"}
]

Assistant

read_document(document_id="44e5384a73d3496e-payroll")

Reasoning

Read the payroll document.

Tool

{
  "kind": "payroll",
  "record": {"payroll_month": "2026-01", "allowed_deduction": "101.23"}
}

Assistant

{
  "decision": "clarify",
  "reason_code": "MISSING_GROSS_PAY",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll record does not include a gross_pay value, so payroll cannot be calculated. Please provide the employee's monthly gross pay in LCR."
}

Reasoning

The record: payroll_month 2026-01, allowed_deduction 101.23. Gross pay is missing! So R7 step 1: missing gross_pay → clarify MISSING_GROSS_PAY.

Wait, let me check. The record has no gross_pay. R7 says missing gross_pay → clarify MISSING_GROSS_PAY citing R1 and R7.

But wait, maybe there's a contract_gross_pay or amendment? The record only has payroll_month and allowed_deduction. So gross_pay missing.

Let me double check there are no other documents. list_documents returned only one.

So the answer: decision clarify, reason_code MISSING_GROSS_PAY, clauses R1, R7.

The answer fields for clarify: decision, reason_code, clauses. Optional explanation naming the unresolved blocker.

Let me produce that.