Luma Payroll Gym
← Heatmap / Gemini 3.1 Flash Lite · Task 61
Gemini 3.1 Flash Lite · Single-turn · Task 61 (Traps, conflicting pay (draft amendment)) 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: {"c0185566d458c0d5-payroll": {"kind": "payroll", "record": {"gross_pay": "5319.10", "payroll_month": "2026-04", "allowed_deduction": "207.83"}}, "c0185566d458c0d5-contract": {"kind": "contract", "gross_pay": "5419.10"}, "c0185566d458c0d5-amendment": {"kind": "amendment", "gross_pay": "5319.10", "effective_month": "2026-04", "approved": false}}
Authoritative case reference schedule: {"first-half": {"rate": "0.05", "cap": "5000.00", "deduction": "400.00", "free": "1000.00", "upper": "2800.00", "middle_rate": "0.08", "upper_rate": "0.24"}, "second-half": {"rate": "0.05", "cap": "4500.00", "deduction": "400.00", "free": "1000.00", "upper": "3300.00", "middle_rate": "0.12", "upper_rate": "0.18"}}
Rollouts
Rollout #1 96.7% passed · 2.6s · $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 gross pay (5319.10) conflicts with the contract gross pay (5419.10), and the provided amendment is not approved."
}
Rollout #2 96.7% passed · 2.5s · $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 gross pay (5319.10) differs from the contract gross pay (5419.10), and the provided amendment is not approved, leaving the conflict unresolved."
}
Rollout #3 96.7% passed · 2.6s · $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 (5319.10) conflicts with the contract's gross pay (5419.10). The provided amendment is not approved, so it does not resolve the conflict."
}