Luma Payroll Gym
← Heatmap / MiMo V2.6 Pro · Task 59
MiMo V2.6 Pro · Single-turn · Task 59 (Traps, missing gross pay) Mean 100.0%
Field Expected Rollout #1 (100%) Rollout #2 (100%) Rollout #3 (100%)
decision clarify clarify clarify clarify
reason code MISSING_GROSS_PAY MISSING_GROSS_PAY MISSING_GROSS_PAY MISSING_GROSS_PAY
clauses R1 R7 R1 R7 R1 R7 R1 R7
Prompt
Process this monthly payroll record under the supplied rulebook. Return the R6 or R7 JSON answer.
Source documents: {"c9b1c2f805f17e4b-payroll": {"kind": "payroll", "record": {"payroll_month": "2026-07", "allowed_deduction": "233.10"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.05", "cap": "4500.00", "deduction": "400.00", "free": "1100.00", "upper": "3000.00", "middle_rate": "0.14", "upper_rate": "0.18"}, "second-half": {"rate": "0.04", "cap": "4500.00", "deduction": "400.00", "free": "1100.00", "upper": "3600.00", "middle_rate": "0.08", "upper_rate": "0.20"}}
Rollouts
Rollout #1 100.0% passed · 16.9s · $0.0003
ComponentScoreClauses
decision 100.0% R1 R7
exact 100.0% R1 R7
field accuracy 100.0% R1 R7
citations 100.0% R1 R7
explanation 100.0% R1 R7
Assistant
{
  "decision": "clarify",
  "reason_code": "MISSING_GROSS_PAY",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll record does not provide gross_pay, so payroll cannot be calculated. Please supply gross_pay."
}
Reasoning
Missing gross_pay. Return clarify MISSING_GROSS_PAY citing R1 and R7.
Rollout #2 100.0% passed · 6.1s · $0.0002
ComponentScoreClauses
decision 100.0% R1 R7
exact 100.0% R1 R7
field accuracy 100.0% R1 R7
citations 100.0% R1 R7
explanation 100.0% R1 R7
Assistant
{
  "decision": "clarify",
  "reason_code": "MISSING_GROSS_PAY",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll record omits gross_pay, so the monthly payroll cannot be calculated. Please supply the gross_pay value."
}
Reasoning
Missing gross_pay → clarify MISSING_GROSS_PAY. Cite R1 and R7. Also note the schedule exists but no calculation.
Rollout #3 100.0% passed · 8.2s · $0.0003
ComponentScoreClauses
decision 100.0% R1 R7
exact 100.0% R1 R7
field accuracy 100.0% R1 R7
citations 100.0% R1 R7
explanation 100.0% R1 R7
Assistant
{
  "decision": "clarify",
  "reason_code": "MISSING_GROSS_PAY",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll record has no gross_pay (including as an explicit value), which is required before calculation. Please provide the employee's monthly gross pay in LCR for 2026-07."
}
Reasoning
Missing gross_pay. R7 order: check gross_pay first. Record has payroll_month and allowed_deduction but no gross_pay. So clarify MISSING_GROSS_PAY. Cite R1 and R7.

No monetary fields. Allowed answer fields for clarify: decision, reason_code, clauses, optional explanation.