Luma Payroll Gym
← Heatmap / Gemini 3.1 Flash Lite · Task 94
Gemini 3.1 Flash Lite · Single-turn · Task 94 (Traps, conflicting pay (amount mismatch)) Mean 96.7%
Field Expected Rollout #1 (97%) Rollout #2 (97%) Rollout #3 (97%)
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 96.7% passed · 5.5s · $0.0009
ComponentScoreClauses
decision 100.0% R7 R9
exact 100.0% R7 R9
field accuracy 100.0% R7 R9
citations 100.0% R7 R9
explanation 66.7% R7 R9
Assistant
{
  "decision": "clarify",
  "reason_code": "CONFLICTING_GROSS_PAY",
  "clauses": ["R7", "R9"],
  "explanation": "The payroll record's gross_pay (4188.34) conflicts with the contract_gross_pay (4163.34) and the amendment's gross_pay (4218.34). None of the provided amounts match, and the amendment does not resolve the conflict."
}
Rollout #2 96.7% passed · 4.1s · $0.0008
ComponentScoreClauses
decision 100.0% R7 R9
exact 100.0% R7 R9
field accuracy 100.0% R7 R9
citations 100.0% R7 R9
explanation 66.7% R7 R9
Assistant
{
  "decision": "clarify",
  "reason_code": "CONFLICTING_GROSS_PAY",
  "clauses": ["R7", "R9"],
  "explanation": "The payroll record's gross_pay (4188.34) conflicts with the contract gross_pay (4163.34). The provided amendment is not for the same amount as the payroll record; therefore, the conflict remains unresolved."
}
Rollout #3 96.7% passed · 2.6s · $0.0009
ComponentScoreClauses
decision 100.0% R7 R9
exact 100.0% R7 R9
field accuracy 100.0% R7 R9
citations 100.0% R7 R9
explanation 66.7% R7 R9
Assistant
{
  "decision": "clarify",
  "reason_code": "CONFLICTING_GROSS_PAY",
  "clauses": ["R7", "R9"],
  "explanation": "The payroll record's gross_pay (4188.34) conflicts with the contract gross_pay (4163.34). The provided amendment is not for the same amount as the payroll record; therefore, the conflict remains unresolved."
}