Luma Payroll Gym
← Heatmap / DeepSeek V4.1 Flash · Task 79
DeepSeek V4.1 Flash · Single-turn · Task 79 (Traps, missing month) Mean 100.0%
Field Expected Rollout #1 (100%) Rollout #2 (100%) Rollout #3 (100%)
decision clarify clarify clarify clarify
reason code MISSING_PAYROLL_MONTH MISSING_PAYROLL_MONTH MISSING_PAYROLL_MONTH MISSING_PAYROLL_MONTH
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: {"3306732e853a7389-payroll": {"kind": "payroll", "record": {"gross_pay": "2524.56", "allowed_deduction": "208.50"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.06", "cap": "5000.00", "deduction": "400.00", "free": "1200.00", "upper": "3600.00", "middle_rate": "0.12", "upper_rate": "0.18"}, "second-half": {"rate": "0.08", "cap": "3500.00", "deduction": "400.00", "free": "1100.00", "upper": "3000.00", "middle_rate": "0.14", "upper_rate": "0.22"}}
Rollouts
Rollout #1 100.0% passed · 3.9s · $0.0004
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_PAYROLL_MONTH",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll month is missing, so the applicable reference row cannot be selected. Please provide the payroll month in YYYY-MM format within 2026."
}
Reasoning
We need answer JSON only. Need process payroll record. We have source documents payroll record has gross_pay and allowed_deduction, but no payroll_month? Need determine if missing payroll_month. The task asks process monthly payroll record under rulebook. Source documents only payroll record with gross_pay, allowed_deduction. No payroll_month. Need return clarify MISSING_PAYROLL_MONTH citing R1 and R7. Check required order: missing gross_pay? gross_pay present. Missing payroll_month: return clarify. We don't calculate. Need include explanation optional short naming blocker and asking resolution. Fields for clarify: decision, reason_code, clauses. Optional explanation. Need no Markdown. Ensure exactly required fields. clauses likely ["R1","R7"]. Explanation: "Payroll month is missing; please provide the payroll month (YYYY-MM) within 2026." Good.

Need consider Source documents includes no payroll_month. The authoritative schedule exists but month needed to select row. R7 says missing payroll_month. Yes.

Return JSON.
Rollout #2 100.0% passed · 3.0s · $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_PAYROLL_MONTH",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll_month is missing, so the applicable reference row cannot be selected. Please provide the payroll month in YYYY-MM format."
}
Reasoning
We need answer JSON only. Need process payroll record. Need determine missing payroll_month? Source payroll record only gross_pay and allowed_deduction, no payroll_month. Rule R7 check missing gross_pay first no, missing payroll_month second. So clarify MISSING_PAYROLL_MONTH citing R1 and R7. Need include explanation? Allowed optional explanation. Required fields for clarify: decision, reason_code, clauses. Need exact JSON no markdown. Need maybe mention unresolved blocker. We must not include calculated monetary fields. Need ask for payroll_month. Since payroll_month missing. Clauses R1 and R7. Use citation requirements: clauses array? The required answer fields include clauses. likely array of strings. decision "clarify". reason_code "MISSING_PAYROLL_MONTH". explanation short naming unresolved blocker and asking resolution. Ensure no extra fields. JSON object.

Need consider source documents: payroll record lacks payroll_month. Gross_pay present. Missing payroll_month triggers clarify. Must not calculate. Good.

Final.
Rollout #3 100.0% passed · 3.0s · $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_PAYROLL_MONTH",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll record does not include payroll_month, so the applicable reference row cannot be selected. Please provide the payroll month in YYYY-MM format."
}
Reasoning
We need answer JSON. Need process record. Need identify missing payroll_month? Record has gross_pay allowed_deduction, no payroll_month. Source docs only. Reference schedule supplied but no payroll month. R7 order: missing gross_pay? no. Missing payroll_month? yes. Return clarify reason_code MISSING_PAYROLL_MONTH citing R1 and R7. Need include explanation optional naming unresolved blocker and asking resolution. No monetary fields. Need exact fields allowed: decision, reason_code, clauses. Optional explanation. Ensure JSON no markdown. Need maybe clauses ["R1","R7"]. Explanation short. Let's craft.