Luma Payroll Gym
← Heatmap / MiMo V2.6 Pro · Task 68
MiMo V2.6 Pro · Tool use · Task 68 (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.
Retrieve the case inputs with list_documents and read_document. Reference rows are available only through lookup_reference. Use calculate for exact decimal arithmetic.
Rollouts
Rollout #1 100.0% passed · 2 tool calls · 10.7s · $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
list_documents()
Reasoning
Let me start by listing documents.
Tool
[
  {"id": "490122963a108e5b-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="490122963a108e5b-payroll")
Reasoning
Read the payroll document.
Tool
{
  "kind": "payroll",
  "record": {"gross_pay": "6401.75", "allowed_deduction": "314.85"}
}
Assistant
{
  "decision": "clarify",
  "reason_code": "MISSING_PAYROLL_MONTH",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll record lacks a payroll_month, which is required to select the applicable reference row. Please supply the month in YYYY-MM format (within 2026) so the payroll can be calculated."
}
Reasoning
The payroll record has gross_pay but no payroll_month. Wait — the record shows only gross_pay and allowed_deduction. payroll_month is missing (explicitly absent). Per R7 item 2: Missing payroll_month → clarify MISSING_PAYROLL_MONTH, citing R1 and R7.

Check order: 1. Missing gross_pay - gross_pay present. 2. Missing payroll_month - yes, missing → clarify.

Return JSON with decision, reason_code, clauses, explanation.
Rollout #2 100.0% passed · 2 tool calls · 12.7s · $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
list_documents()
Reasoning
Let me list documents first.
Tool
[
  {"id": "490122963a108e5b-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="490122963a108e5b-payroll")
Reasoning
Read the payroll document.
Tool
{
  "kind": "payroll",
  "record": {"gross_pay": "6401.75", "allowed_deduction": "314.85"}
}
Assistant
{
  "decision": "clarify",
  "reason_code": "MISSING_PAYROLL_MONTH",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll record does not include the required payroll_month (explicitly absent), so no reference row can be selected. Please supply the payroll month in YYYY-MM format within 2026."
}
Reasoning
No payroll_month given. Required: gross_pay and payroll_month. gross_pay present ("6401.75"), payroll_month missing. So clarify MISSING_PAYROLL_MONTH, citing R1 and R7.
Rollout #3 100.0% passed · 2 tool calls · 12.8s · $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
list_documents()
Reasoning
Let me list documents first.
Tool
[
  {"id": "490122963a108e5b-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="490122963a108e5b-payroll")
Reasoning
Read the payroll document.
Tool
{
  "kind": "payroll",
  "record": {"gross_pay": "6401.75", "allowed_deduction": "314.85"}
}
Assistant
{
  "decision": "clarify",
  "reason_code": "MISSING_PAYROLL_MONTH",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll record omits the required payroll_month (YYYY-MM), so no reference row can be selected and no payslip can be calculated. Please supply the payroll month."
}
Reasoning
The payroll record is missing payroll_month (and gross_pay is present). Per R7 order: missing gross_pay first — gross_pay is present. Missing payroll_month — yes, missing. So clarify with MISSING_PAYROLL_MONTH, citing R1 and R7.

Wait, is payroll_month explicitly null or just absent? It's absent. "Missing required values include explicit null." Absent counts as missing. So decision clarify, reason_code MISSING_PAYROLL_MONTH.

Check order: 1. Missing gross_pay — no. 2. Missing payroll_month — yes. So MISSING_PAYROLL_MONTH.