Luma Payroll Gym
← Heatmap / MiMo V2.6 Pro · Task 94
MiMo V2.6 Pro · Single-turn · Task 94 (Traps, conflicting pay (amount mismatch)) 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: {"a63f2e3ab9c6eb39-payroll": {"kind": "payroll", "record": {"gross_pay": "4188.34", "payroll_month": "2026-04", "allowed_deduction": "161.97"}}, "a63f2e3ab9c6eb39-contract": {"kind": "contract", "gross_pay": "4163.34"}, "a63f2e3ab9c6eb39-amendment": {"kind": "amendment", "gross_pay": "4218.34", "effective_month": "2026-02", "approved": true}}
Authoritative case reference schedule: {"first-half": {"rate": "0.05", "cap": "4500.00", "deduction": "400.00", "free": "1100.00", "upper": "3300.00", "middle_rate": "0.12", "upper_rate": "0.24"}, "second-half": {"rate": "0.04", "cap": "3500.00", "deduction": "400.00", "free": "900.00", "upper": "3300.00", "middle_rate": "0.14", "upper_rate": "0.20"}}
Rollouts
Rollout #1 100.0% passed · 7.6s · $0.0012
ComponentScoreClauses
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 (4188.34) conflicts with the contract gross pay (4163.34), and the approved amendment amount (4218.34) does not equal the payroll record's gross pay, so it does not resolve the conflict. Please confirm the correct gross pay or provide an approved amendment matching the payroll record's gross pay."
}
Reasoning
Payroll month 2026-04 → first-half. Gross pay 4188.34. Contract 4163.34 differs from gross pay. Amendment gross 4218.34, effective 2026-02 (≤ 2026-04), approved true, but amount 4218.34 ≠ payroll gross 4188.34. So does not resolve conflict → clarify CONFLICTING_GROSS_PAY, cite R7 and R9.

Note: R7 order: gross present, month present, reference exists, conflict → clarify. Yes.

Return clarify JSON with reason_code and clauses, explanation naming blocker.
Rollout #2 100.0% passed · 10.7s · $0.0004
ComponentScoreClauses
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 4188.34 conflicts with the contract gross pay 4163.34, and the approved amendment (4218.34, effective 2026-02) does not resolve it because its amount does not equal the payroll record's gross pay. Please resolve the gross pay conflict."
}
Reasoning
Payroll month 2026-04 → first-half row: rate 0.05, cap 4500.00, deduction cap 400.00, free 1100.00, upper 3300.00, middle 0.12, upper 0.24.

Gross pay 4188.34. Contract 4163.34 differs. Amendment gross 4218.34, approved, effective 2026-02 ≤ 2026-04, but amount 4218.34 ≠ 4188.34 → does not resolve. So conflicting gross pay → clarify CONFLICTING_GROSS_PAY, cite R7 and R9.

No monetary fields.
Rollout #3 100.0% passed · 21.3s · $0.0004
ComponentScoreClauses
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 4163.34 conflicts with the payroll gross pay 4188.34, and the approved amendment amount 4218.34 does not equal the payroll gross pay, so it does not resolve the conflict. Please provide a resolving amendment or confirm the correct gross pay."
}
Reasoning
Payroll month 2026-04 → first-half row: rate 0.05, cap 4500.00, deduction cap 400.00, free 1100.00, upper 3300.00, middle 0.12, upper 0.24.

Gross pay 4188.34. Contract 4163.34 differs. Amendment gross 4218.34 ≠ payroll gross 4188.34 → does not resolve. Conflict → clarify CONFLICTING_GROSS_PAY.

But wait — the authoritative case reference schedule... The conflict check comes first in R7 order: check required and conflicting inputs in order 1-4. Gross present, month present, reference exists, contract differs, amendment doesn't resolve → clarify.

Clauses: R7, R9.