← Heatmap / DeepSeek V4.1 Flash · Task 64
DeepSeek V4.1 Flash · Tool use · Task 64 (Traps, conflicting pay (future amendment))
Mean 100.0%
| Field | Expected | Rollout #1 (100%) | Rollout #2 (100%) | Rollout #3 (100%) |
|---|---|---|---|---|
| decision | clarify | clarify | clarify | clarify |
| reason code | CONFLICTING_GROSS_PAY | CONFLICTING_GROSS_PAY | CONFLICTING_GROSS_PAY | CONFLICTING_GROSS_PAY |
| clauses | R7 R9 | R7 R9 | R7 R9 | R7 R9 |
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 · 4 tool calls · 6.5s · $0.0012
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R7 R9 |
| exact | 100.0% | R7 R9 |
| field accuracy | 100.0% | R7 R9 |
| citations | 100.0% | R7 R9 |
| explanation | 100.0% | R7 R9 |
Assistant
list_documents()Reasoning
Let me start by listing documents.
Tool
[
{"id": "69589218e6f47d77-payroll", "kind": "payroll"},
{"id": "69589218e6f47d77-contract", "kind": "contract"},
{"id": "69589218e6f47d77-amendment", "kind": "amendment"}
]
Assistant
read_document(document_id="69589218e6f47d77-payroll")read_document(document_id="69589218e6f47d77-contract")read_document(document_id="69589218e6f47d77-amendment")Reasoning
Let me read all documents.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "6900.86", "payroll_month": "2026-11", "allowed_deduction": "338.48"}
}
Tool
{
"kind": "contract",
"gross_pay": "7000.86"
}
Tool
{
"kind": "amendment",
"gross_pay": "6900.86",
"approved": true,
"effective_month": "2026-12"
}
Assistant
{
"decision": "clarify",
"reason_code": "CONFLICTING_GROSS_PAY",
"clauses": ["R7", "R9"],
"explanation": "The payroll record's gross_pay (6900.86) conflicts with the contract gross_pay (7000.86). The amendment that matches the payroll amount is not yet effective (effective_month 2026-12 is later than the payroll month 2026-11), so it cannot resolve the conflict under R9. Please provide an approved amendment effective no later than 2026-11 with an amount matching the payroll record, or confirm which gross pay is authoritative."
}
Reasoning
Payroll month 2026-11, gross_pay 6900.86, allowed_deduction 338.48. Contract gross_pay 7000.86 differs from payroll gross_pay 6900.86. Amendment: gross_pay 6900.86, approved true, effective_month 2026-12. R9: amendment resolves conflict only if approved, effective month no later than payroll month, and amount equals payroll record's gross pay. Here effective_month 2026-12 is later than payroll month 2026-11. So amendment does NOT resolve the conflict. Therefore conflicting gross pay → clarify, reason_code CONFLICTING_GROSS_PAY, citing R7 and R9. Wait, but let me double-check. The contract gross_pay differs from gross_pay. Optional contract_gross_pay present and differs → conflict. Amendment is future (2026-12 > 2026-11), so does not resolve. So clarify. Let me confirm the order of checks: R7 order: 1 missing gross_pay, 2 missing payroll_month, 3 no reference row, 4 contract conflict. gross_pay present, month present, month has a reference row presumably. Then conflict check → clarify. So answer: decision clarify, reason_code CONFLICTING_GROSS_PAY, clauses [R7, R9], explanation naming unresolved blocker. I don't even need reference lookup. But let me just confirm the month has a reference row? Not needed since we return clarify anyway. But the conflict check happens after no-reference check. 2026-11 is in 2026, covered. Fine. The answer format for clarify: decision, reason_code, clauses. Optional explanation. Let me produce JSON.
Rollout #2 100.0% passed · 6 tool calls · 6.7s · $0.0018
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R7 R9 |
| exact | 100.0% | R7 R9 |
| field accuracy | 100.0% | R7 R9 |
| citations | 100.0% | R7 R9 |
| explanation | 100.0% | R7 R9 |
Assistant
list_documents()Reasoning
Let me start by listing documents.
Tool
[
{"id": "69589218e6f47d77-payroll", "kind": "payroll"},
{"id": "69589218e6f47d77-contract", "kind": "contract"},
{"id": "69589218e6f47d77-amendment", "kind": "amendment"}
]
Assistant
read_document(document_id="69589218e6f47d77-payroll")read_document(document_id="69589218e6f47d77-contract")read_document(document_id="69589218e6f47d77-amendment")Reasoning
Let me read all three.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "6900.86", "payroll_month": "2026-11", "allowed_deduction": "338.48"}
}
Tool
{
"kind": "contract",
"gross_pay": "7000.86"
}
Tool
{
"kind": "amendment",
"gross_pay": "6900.86",
"approved": true,
"effective_month": "2026-12"
}
Assistant
lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
Now, the payroll record: gross_pay 6900.86, payroll_month 2026-11, allowed_deduction 338.48. Contract gross pay: 7000.86, differs from gross_pay 6900.86. So conflict under R7 step 4. Amendment: gross_pay 6900.86, approved true, effective_month 2026-12. But effective month must be no later than payroll month (2026-11). 2026-12 is later than 2026-11, so amendment does not resolve conflict. So return clarify, CONFLICTING_GROSS_PAY, citing R7 and R9. Wait, let me double-check. Amendment effective_month 2026-12 > payroll_month 2026-11, so it's a future amendment → does not resolve. So conflict unresolved → clarify. So decision: clarify, reason_code CONFLICTING_GROSS_PAY, clauses R7 and R9. Let me still verify reference row exists? Doesn't matter, conflict check comes first at step 4... Actually order: step 1 missing gross, step 2 missing month, step 3 no applicable reference, step 4 conflict. So check step 3 first: month 2026-11. Need to verify there's a reference row for 2026-11. Let me lookup reference. Actually the conflict is step 4, after step 3. So need to confirm reference row exists for 2026-11. Let me lookup both.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.04",
"cap": "4000.00",
"deduction": "400.00",
"free": "1100.00",
"upper": "3600.00",
"middle_rate": "0.12",
"upper_rate": "0.20"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.08",
"cap": "4000.00",
"deduction": "400.00",
"free": "900.00",
"upper": "3300.00",
"middle_rate": "0.10",
"upper_rate": "0.24"
}
Assistant
{
"decision": "clarify",
"reason_code": "CONFLICTING_GROSS_PAY",
"clauses": ["R7", "R9"],
"explanation": "The contract gross pay (7000.86) conflicts with the payroll record's gross pay (6900.86). The amendment (6900.86) is approved but its effective_month 2026-12 is later than the payroll month 2026-11, so it does not resolve the conflict. Please provide an approved amendment effective no later than 2026-11 matching the payroll gross pay, or otherwise confirm which gross pay governs."
}
Reasoning
Payroll month 2026-11 falls in second-half (2026-07 to 2026-12). So a reference row exists. Step 3 passes. Step 4: contract_gross_pay 7000.86 present and differs from gross_pay 6900.86. Amendment: approved true, effective_month 2026-12 which is later than payroll month 2026-11 → future amendment, does not resolve. Also amount equals gross_pay 6900.86, but effective month fails. So unresolved conflict → clarify. reason_code: CONFLICTING_GROSS_PAY, clauses R7 and R9. The answer fields for clarify: decision, reason_code, clauses. Optional explanation. Let me produce the JSON.
Rollout #3 100.0% passed · 5 tool calls · 8.1s · $0.0016
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R7 R9 |
| exact | 100.0% | R7 R9 |
| field accuracy | 100.0% | R7 R9 |
| citations | 100.0% | R7 R9 |
| explanation | 100.0% | R7 R9 |
Assistant
list_documents()Reasoning
Let me start by listing documents.
Tool
[
{"id": "69589218e6f47d77-payroll", "kind": "payroll"},
{"id": "69589218e6f47d77-contract", "kind": "contract"},
{"id": "69589218e6f47d77-amendment", "kind": "amendment"}
]
Assistant
read_document(document_id="69589218e6f47d77-payroll")read_document(document_id="69589218e6f47d77-contract")read_document(document_id="69589218e6f47d77-amendment")Tool
{
"kind": "payroll",
"record": {"gross_pay": "6900.86", "payroll_month": "2026-11", "allowed_deduction": "338.48"}
}
Tool
{
"kind": "contract",
"gross_pay": "7000.86"
}
Tool
{
"kind": "amendment",
"gross_pay": "6900.86",
"approved": true,
"effective_month": "2026-12"
}
Assistant
lookup_reference(reference="second-half")Reasoning
Payroll month 2026-11, second half. Let's look up reference. Wait, first check conflicts. Contract gross_pay 7000.86 differs from gross_pay 6900.86. Amendment: gross_pay 6900.86, approved true, effective_month 2026-12. But effective month must be no later than payroll month (2026-11). 2026-12 is later, so amendment does not resolve conflict. So return clarify CONFLICTING_GROSS_PAY, citing R7 and R9. Wait, but let me double check: "It resolves a contract conflict only if it is approved, its effective month is no later than the payroll month, and its amount equals the payroll record's gross pay." Effective month 2026-12 > 2026-11, so fails. So unresolved conflict → clarify. Let me verify order: R7 steps 1-4. Gross pay present, month present, month has reference row (2026-11, second half covered). Step 4: contract conflict unresolved → clarify CONFLICTING_GROSS_PAY citing R7 and R9. So the answer is clarify. Let me confirm the month has a reference row anyway—not needed since conflict takes precedence? Actually order: step 3 checks month without reference row before step 4. 2026-11 is in 2026, covered. Let me just confirm via lookup that second-half includes November. Actually not strictly necessary but let's be safe. Actually the conflict is the deciding factor. Let me just return clarify. I don't need to lookup reference. But to be thorough, month is fine. Answer: decision clarify, reason_code CONFLICTING_GROSS_PAY, clauses R7, R9, explanation.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.08",
"cap": "4000.00",
"deduction": "400.00",
"free": "900.00",
"upper": "3300.00",
"middle_rate": "0.10",
"upper_rate": "0.24"
}
Assistant
{
"decision": "clarify",
"reason_code": "CONFLICTING_GROSS_PAY",
"clauses": ["R7", "R9"],
"explanation": "The payroll record's gross_pay (6900.86) differs from the contract's gross_pay (7000.86). The amendment matches the payroll amount and is approved, but its effective_month (2026-12) is later than the payroll month (2026-11), so it does not resolve the conflict. Please provide an approved amendment effective no later than 2026-11 that reconciles these amounts."
}
Reasoning
The month 2026-11 falls in the second-half row (2026-07 through 2026-12). So a reference row exists. But the contract conflict: contract gross_pay 7000.86 ≠ payroll gross_pay 6900.86. Amendment approved but effective_month 2026-12 > payroll month 2026-11, so does not resolve. → clarify CONFLICTING_GROSS_PAY.