← Heatmap / DeepSeek V4.1 Flash · Task 93
DeepSeek V4.1 Flash · Single-turn · Task 93 (Traps, conflicting pay (draft 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.
Source documents: {"dda2224f461b6dac-payroll": {"kind": "payroll", "record": {"gross_pay": "3418.55", "payroll_month": "2026-10", "allowed_deduction": "361.73"}}, "dda2224f461b6dac-contract": {"kind": "contract", "gross_pay": "3518.55"}, "dda2224f461b6dac-amendment": {"kind": "amendment", "gross_pay": "3418.55", "effective_month": "2026-10", "approved": false}}
Authoritative case reference schedule: {"first-half": {"rate": "0.05", "cap": "4000.00", "deduction": "400.00", "free": "1100.00", "upper": "3000.00", "middle_rate": "0.14", "upper_rate": "0.18"}, "second-half": {"rate": "0.04", "cap": "4000.00", "deduction": "400.00", "free": "1100.00", "upper": "2800.00", "middle_rate": "0.14", "upper_rate": "0.22"}}
Rollouts
Rollout #1 100.0% passed · 3.5s · $0.0007
| 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
{
"decision": "clarify",
"reason_code": "CONFLICTING_GROSS_PAY",
"clauses": ["R7", "R9"],
"explanation": "The payroll gross pay 3418.55 conflicts with the contract gross pay 3518.55, and the amendment is not approved, so it cannot resolve the conflict. Please provide an approved amendment that matches the payroll gross pay or otherwise resolve the conflicting gross pay."
}
Reasoning
We need answer JSON only. Need process. Need determine if clarification due conflicting gross_pay? Let's inspect. Record payroll: gross_pay 3418.55, payroll_month 2026-10, allowed_deduction 361.73. Contract gross_pay 3518.55. Optional contract_gross_pay present and differs from gross_pay. R7 step 4: If optional contract_gross_pay present and differs from gross_pay, neither source takes precedence unless approved amendment resolves under R9. Otherwise clarify CONFLICTING_GROSS_PAY citing R7 and R9. Amendment present: gross_pay 3418.55, effective_month 2026-10, approved false. R9 resolves only if approved, effective no later, amount equals payroll gross. Here approved false, so does not resolve. Thus conflict unresolved -> clarify. Need return decision clarify, reason_code CONFLICTING_GROSS_PAY, clauses ["R7","R9"], optional explanation naming blocker and asking resolution. Need no calculated monetary fields. Need JSON exact fields allowed: decision, reason_code, clauses, optional explanation. No markdown. Ensure clauses direct govern. Should cite R7 and R9. Maybe also R1? R7 step 4 says citing R7 and R9. For unresolved contract conflicts cite R7 and R9. So clauses ["R7","R9"]. Explanation short. Need ensure no extra fields. Money strings? Not needed. JSON object. Final only.
Rollout #2 100.0% passed · 4.6s · $0.0011
| 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
{
"decision": "clarify",
"reason_code": "CONFLICTING_GROSS_PAY",
"clauses": ["R7", "R9"],
"explanation": "The contract gross pay 3518.55 conflicts with the payroll gross pay 3418.55, and the amendment is not approved, so it does not resolve the conflict. Please provide an approved amendment matching the payroll gross pay or otherwise resolve the gross-pay conflict."
}
Reasoning
We need answer JSON only. Need process. Need be careful. We have payroll record gross_pay 3418.55, payroll_month 2026-10, allowed_deduction 361.73. Contract gross_pay 3518.55 differs. Amendment gross_pay 3418.55 effective 2026-10 approved false. R9: amendment resolves contract conflict only if approved, effective <= payroll month, amount equals payroll record gross. Here approved false, so does not resolve. Contract differs from gross_pay. R7 step 4: if optional contract_gross_pay present and differs from gross_pay, neither source takes precedence unless approved amendment resolves under R9. Otherwise clarify CONFLICTING_GROSS_PAY citing R7 and R9. Need return clarify, reason_code, clauses, optional explanation naming unresolved blocker and asking resolution. Do not include calculated monetary fields. Need exact fields for clarify: decision, reason_code, clauses. Optional explanation permitted. Must be JSON object no markdown. Need cite R7 and R9. Also maybe R1? For unresolved contract conflicts cite R7 and R9. The rules say for clarification include short explanation naming unresolved blocker and asking for its resolution. We can include explanation. Need ensure no extra fields. Money strings? Not applicable. Use exactly required answer fields and only clauses that directly govern. For clarify fields decision, reason_code, clauses. Explanation optional. Need maybe "clauses": ["R7","R9"]? The instructions: Use citation requirements. For unresolved contract conflicts cite R7 and R9. So clauses array. Decision "clarify". reason_code "CONFLICTING_GROSS_PAY". Explanation: "The contract gross pay 3518.55 conflicts with payroll gross pay 3418.55; the amendment is not approved and therefore does not resolve the conflict. Please provide an approved amendment matching the payroll gross pay or otherwise resolve the gross-pay conflict." This names blocker and asks resolution. Good. Need check if allowed_deduction 361.73 exceeds deduction cap? For 2026-10 second-half schedule deduction cap 400.00. Gross 3418.55, employee contribution if calculated: rate 0.04 * min(gross, cap 4000)=136.742 -> round 136.74. Gross minus contribution = 3281.81. Allowed deduction 361.73 <= 400 and <= 3281.81. So structurally valid. But conflict gross pay triggers clarify before calculation? R7 check order: 1 missing gross, 2 missing month, 3 no row, 4 contract conflict. Yes. So clarify. Need not mention R1? The conflict cites R7 and R9 only. But maybe also R1? The rule says unresolved contract conflicts cite R7 and R9. So only these. Good. Need JSON. Ensure no markdown. Use double quotes. clauses as array of strings. Explanation string optional. Let's final.
Rollout #3 100.0% passed · 5.4s · $0.0009
| 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
{
"decision": "clarify",
"reason_code": "CONFLICTING_GROSS_PAY",
"clauses": ["R7", "R9"],
"explanation": "The payroll record gross pay is 3418.55 LCR, while the contract gross pay is 3518.55 LCR. The amendment does not resolve this because it is not approved. Please provide an approved amendment matching the payroll gross pay or otherwise reconcile the conflicting gross-pay sources."
}
Reasoning
We need answer JSON only. Need process. Need be careful. Need solve. We have payroll record gross 3418.55 month 2026-10 allowed_deduction 361.73. Contract gross 3518.55 differs. Amendment present gross 3418.55 effective_month 2026-10 approved false. R7 order: check missing, month no row, then optional contract_gross_pay present and differs from gross_pay, neither source takes precedence unless approved amendment resolves under R9. Otherwise clarify CONFLICTING_GROSS_PAY citing R7 R9. Amendment not approved, so does not resolve. Therefore decision clarify? Need check allowed_deduction cap? Clarification before calculation. Contract conflict unresolved. So return decision clarify, reason_code CONFLICTING_GROSS_PAY, clauses ["R7","R9"], explanation naming unresolved blocker and asking resolution. But also maybe allowed_deduction 361.73 exceeds deduction cap? Case schedule second-half deduction cap 400.00. So allowed deduction <= cap. Also gross minus contribution? contribution = rate 0.04 * min(3418.55,4000)=136.742 -> round 136.74. Gross - contribution = 3281.81. Allowed 361.73 <= that. So if no conflict calculation possible. But conflict unresolved. Need not return calculated fields. Clarify. Need ensure use exactly required fields. For clarify uses decision, reason_code, clauses. Optional explanation permitted. Include short explanation naming unresolved blocker and asking for resolution. No Markdown. Money strings? Clarify no money fields. Need JSON object. Need decide if contract_gross_pay field present? Source documents contract kind gross_pay 3518.55. It differs. Amendment approved false. Yes. Need cite R7 and R9 only? R7 says unresolved contract conflicts cite R7 and R9. Explanation maybe mention contract gross 3518.55 vs payroll gross 3418.55, amendment not approved. Ask approve/correct amendment or reconcile gross pay. Clauses ["R7","R9"]. Need no extra fields. decision "clarify", reason_code "CONFLICTING_GROSS_PAY", clauses ["R7", "R9"], explanation. Ensure JSON valid.