Luma Payroll Gym
← Heatmap / MiMo V2.6 Pro · Task 28
MiMo V2.6 Pro · Tool use · Task 28 (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 · 13.6s · $0.0005
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": "5907abef11c974cf-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="5907abef11c974cf-payroll")
Reasoning
Read the payroll document.
Tool
{
  "kind": "payroll",
  "record": {"gross_pay": "1930.34", "allowed_deduction": "228.05"}
}
Assistant
{
  "decision": "clarify",
  "reason_code": "MISSING_PAYROLL_MONTH",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll record supplies gross_pay and allowed_deduction but no payroll_month, which is required to select the applicable reference row. Please provide the payroll month in YYYY-MM format within 2026 so the payroll can be calculated."
}
Reasoning
The payroll record has gross_pay "1930.34" and allowed_deduction "228.05", but no payroll_month. Wait — the task says "Process this monthly payroll record". payroll_month is missing. Per R7 order:

1. Missing gross_pay? No, gross_pay present.
2. Missing payroll_month? Yes — explicit missing. Return clarify MISSING_PAYROLL_MONTH, citing R1 and R7.

Wait, but is payroll_month truly missing? The record contains gross_pay and allowed_deduction only. The prompt says "Do not include input-only fields such as payroll_month..." but that's about output. R7: "Missing required values include explicit null." Here payroll_month is absent entirely — that's missing. Order: gross_pay checked first (present), then payroll_month (missing) → MISSING_PAYROLL_MONTH.

Even though allowed_deduction is present and would need validation against a cap, the order of checks says missing payroll_month comes first (check 2 before check 3). So return clarify with reason_code MISSING_PAYROLL_MONTH, clauses ["R1","R7"].
Rollout #2 100.0% passed · 2 tool calls · 11.3s · $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": "5907abef11c974cf-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="5907abef11c974cf-payroll")
Reasoning
Read the payroll document.
Tool
{
  "kind": "payroll",
  "record": {"gross_pay": "1930.34", "allowed_deduction": "228.05"}
}
Assistant
{
  "decision": "clarify",
  "reason_code": "MISSING_PAYROLL_MONTH",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll record is missing the required payroll_month (YYYY-MM), so no reference row can be selected. Please provide the payroll month for this record."
}
Reasoning
The record is missing payroll_month. Per R7 order: 1. Missing gross_pay? No, gross_pay present. 2. Missing payroll_month? Yes → clarify MISSING_PAYROLL_MONTH, cite R1 and R7.

Wait — but perhaps there are other documents? Only one document. payroll_month is required and missing (absent). Explicit absence counts. So clarify with reason_code MISSING_PAYROLL_MONTH.

Clause references: R1 and R7. Include short explanation naming unresolved blocker and asking for resolution.
Rollout #3 100.0% passed · 2 tool calls · 14.2s · $0.0005
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's start by listing documents.
Tool
[
  {"id": "5907abef11c974cf-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="5907abef11c974cf-payroll")
Reasoning
Read the payroll document.
Tool
{
  "kind": "payroll",
  "record": {"gross_pay": "1930.34", "allowed_deduction": "228.05"}
}
Assistant
{
  "decision": "clarify",
  "reason_code": "MISSING_PAYROLL_MONTH",
  "clauses": ["R1", "R7"],
  "explanation": "The payroll record omits payroll_month (a required input under R1), so no reference row can be selected and payroll cannot be calculated. Please supply the payroll month in YYYY-MM format within 2026."
}
Reasoning
The payroll record has gross_pay and allowed_deduction but no payroll_month. R7 order: 1. Missing gross_pay → no. 2. Missing payroll_month → yes, MISSING_PAYROLL_MONTH. Cite R1 and R7.

Wait, but should I check documents more? Only one document. The payroll_month is missing (explicitly absent, not even present as null — but missing includes explicit null). So clarify with MISSING_PAYROLL_MONTH.

Check R7 order: gross_pay present (1930.34), payroll_month missing → MISSING_PAYROLL_MONTH, citing R1 and R7. Do not return calculated monetary fields.