← Heatmap / MiMo V2.6 Pro · Task 106
MiMo V2.6 Pro · Tool use · Task 106 (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 · 10.7s · $0.0007
| 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 the documents.
Tool
[
{"id": "b256826a42768acd-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="b256826a42768acd-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-04"}
}
Assistant
lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
The payroll record has payroll_month 2026-04 but no gross_pay. Missing gross_pay → clarify MISSING_GROSS_PAY, citing R1 and R7. Check order: 1. Missing gross_pay first. So decision clarify.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.07",
"cap": "5000.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "2800.00",
"middle_rate": "0.12",
"upper_rate": "0.18"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.06",
"cap": "3500.00",
"deduction": "400.00",
"free": "1100.00",
"upper": "3600.00",
"middle_rate": "0.12",
"upper_rate": "0.22"
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies payroll_month 2026-04 but no gross_pay. Please provide the monthly gross pay so the payroll can be calculated."
}
Reasoning
The payroll record lacks gross_pay (it's missing entirely, which counts as missing per R7: "Missing required values include explicit null" - actually it says missing required values include explicit null; here it's just absent). Either way, missing gross_pay → clarify MISSING_GROSS_PAY, cite R1 and R7. A reference row exists for 2026-04 (first-half covers 2026-01 through 2026-06 per "2026-01", "2026-06" range presumably). But check order: gross_pay missing is checked first. Return clarify with reason_code MISSING_GROSS_PAY, clauses R1, R7.
Rollout #2 100.0% passed · 2 tool calls · 10.2s · $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": "b256826a42768acd-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="b256826a42768acd-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-04"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "The payroll record for 2026-04 has no gross_pay value, so the required input is missing. Please supply the gross_pay amount for this month."
}
Reasoning
The payroll record has payroll_month "2026-04" but no gross_pay (missing entirely). R7 rule 1: Missing gross_pay → clarify MISSING_GROSS_PAY, citing R1 and R7. Explicit missing values count. The document contains only payroll_month. So gross_pay is missing → clarify. Check order: gross_pay missing first. Yes. Return clarify with reason_code MISSING_GROSS_PAY, clauses R1, R7. Short explanation naming the blocker and asking for resolution.
Rollout #3 100.0% passed · 2 tool calls · 8.3s · $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 list documents first.
Tool
[
{"id": "b256826a42768acd-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="b256826a42768acd-payroll")Reasoning
Read the payroll document. Also there might be a reference_tables document. Let me read the payroll doc first.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-04"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_GROSS_PAY",
"clauses": ["R1", "R7"],
"explanation": "The payroll record for 2026-04 has no gross_pay value. Please supply the gross pay amount so the payroll can be calculated."
}
Reasoning
The payroll record only has payroll_month 2026-04, no gross_pay. So missing gross_pay -> clarify MISSING_GROSS_PAY, citing R1 and R7. Wait, but maybe there are more documents? list_documents returned only one. So gross_pay is missing. Decision: clarify, reason_code MISSING_GROSS_PAY. Clause order: check in order — missing gross_pay first. Cite R1 and R7.