← Heatmap / MiMo V2.6 Pro · Task 84
MiMo V2.6 Pro · Tool use · Task 84 (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. 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 · 4 tool calls · 17.5s · $0.0005
| Component | Score | Clauses |
|---|---|---|
| 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": "b175dda0c6f8b612-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="b175dda0c6f8b612-payroll")lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
Read the document and lookup reference rows.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-11", "allowed_deduction": "0.00"}
}
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.07",
"cap": "3500.00",
"deduction": "400.00",
"free": "1100.00",
"upper": "3000.00",
"middle_rate": "0.10",
"upper_rate": "0.18"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.06",
"cap": "4500.00",
"deduction": "400.00",
"free": "1100.00",
"upper": "2800.00",
"middle_rate": "0.10",
"upper_rate": "0.18"
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "The payroll record has no gross_pay value (required by R1). Please provide gross_pay for payroll month 2026-11 so the payroll can be calculated."
}
Reasoning
The payroll record has no gross_pay. Missing gross_pay → clarify MISSING_GROSS_PAY, cite R1 and R7. Month 2026-11 is covered by second-half row, so no issue there. But missing gross_pay check comes first (order 1).
Rollout #2 100.0% passed · 4 tool calls · 35.9s · $0.0009
| Component | Score | Clauses |
|---|---|---|
| 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": "b175dda0c6f8b612-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="b175dda0c6f8b612-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-11", "allowed_deduction": "0.00"}
}
Assistant
lookup_reference(reference="second-half")lookup_reference(reference="first-half")Reasoning
The payroll record has payroll_month 2026-11 and allowed_deduction 0.00, but no gross_pay. Missing gross_pay → clarify with MISSING_GROSS_PAY, citing R1 and R7. Wait — R7 order: check missing gross_pay first. Yes, gross_pay is missing (absent). "Missing required values include explicit null." Here it's absent entirely. So clarify MISSING_GROSS_PAY. But wait, also month 2026-11 — is there a reference row? Let me check. R7 order says check missing gross_pay first. But should I look up reference? The order says gross_pay first. Even though the month might lack a reference, the check order is: 1. Missing gross_pay. So decision is MISSING_GROSS_PAY. Hmm, but maybe I should verify reference rows anyway for due diligence. The rules say check in this order. Missing gross_pay is checked first and returns clarify. Let me just confirm reference lookups to be thorough — but it doesn't change the answer. Actually the order is explicit: return MISSING_GROSS_PAY. I'll do the lookup anyway to be careful but the answer stands. Actually, to keep it simple and correct per order, I can answer now. But let me quickly look up references to verify facts. It's allowed. The final answer: clarify, MISSING_GROSS_PAY, clauses R1 and R7.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.06",
"cap": "4500.00",
"deduction": "400.00",
"free": "1100.00",
"upper": "2800.00",
"middle_rate": "0.10",
"upper_rate": "0.18"
}
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.07",
"cap": "3500.00",
"deduction": "400.00",
"free": "1100.00",
"upper": "3000.00",
"middle_rate": "0.10",
"upper_rate": "0.18"
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "The payroll record for 2026-11 contains no gross_pay (required by R1); please supply the gross_pay amount so the payroll can be calculated."
}
Reasoning
The payroll record is missing gross_pay entirely. Per R7 order check #1, return clarify MISSING_GROSS_PAY citing R1 and R7.
Rollout #3 100.0% passed · 2 tool calls · 20.3s · $0.0004
| Component | Score | Clauses |
|---|---|---|
| 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": "b175dda0c6f8b612-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="b175dda0c6f8b612-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-11", "allowed_deduction": "0.00"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "The payroll record has no gross_pay value (it is absent, and R7 forbids guessing or substituting zero). Please supply the gross_pay amount for 2026-11 so the payroll can be calculated."
}
Reasoning
The payroll record has payroll_month 2026-11 and allowed_deduction 0.00, but no gross_pay. Missing gross_pay → clarify MISSING_GROSS_PAY citing R1 and R7. Check order: 1. Missing gross_pay → clarify. Yes, gross_pay is missing (absent). Return clarify.