← Heatmap / MiMo V2.6 Pro · Task 32
MiMo V2.6 Pro · Tool use · Task 32 (Traps, month not covered)
Mean 100.0%
| Field | Expected | Rollout #1 (100%) | Rollout #2 (100%) | Rollout #3 (100%) |
|---|---|---|---|---|
| decision | clarify | clarify | clarify | clarify |
| reason code | NO_APPLICABLE_REFERENCE | NO_APPLICABLE_REFERENCE | NO_APPLICABLE_REFERENCE | NO_APPLICABLE_REFERENCE |
| 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 · 29.9s · $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": "efa5f8e964c98c5c-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="efa5f8e964c98c5c-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "7777.07", "payroll_month": "2025-08", "allowed_deduction": "12.47"}
}
Assistant
{
"decision": "clarify",
"reason_code": "NO_APPLICABLE_REFERENCE",
"clauses": ["R1", "R7"],
"explanation": "Payroll month 2025-08 is outside the only covered year (2026), so no reference row applies; please supply a payroll month within 2026."
}
Reasoning
Payroll month is 2025-08, which is outside 2026. R1: "Only 2026 is covered. Dates outside 2026 require clarification under R7." R7 item 3: a month without a reference row → NO_APPLICABLE_REFERENCE, citing R1 and R7. Check the order: gross_pay present, payroll_month present, then month without reference row → clarify NO_APPLICABLE_REFERENCE. Cite R1 and R7.
Rollout #2 100.0% passed · 2 tool calls · 41.2s · $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 start by listing the documents.
Tool
[
{"id": "efa5f8e964c98c5c-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="efa5f8e964c98c5c-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "7777.07", "payroll_month": "2025-08", "allowed_deduction": "12.47"}
}
Assistant
{
"decision": "clarify",
"reason_code": "NO_APPLICABLE_REFERENCE",
"clauses": ["R1", "R7"],
"explanation": "Payroll month 2025-08 is outside the only covered year (2026) and has no applicable reference row; please provide a payroll month within 2026 or a case schedule covering 2025-08."
}
Reasoning
Payroll month is 2025-08. Only 2026 is covered. Dates outside 2026 require clarification under R7. Reason code: NO_APPLICABLE_REFERENCE (month without a reference row), citing R1 and R7. Check order: gross_pay present, payroll_month present, then month without reference row → NO_APPLICABLE_REFERENCE. Return clarify JSON.
Rollout #3 100.0% passed · 4 tool calls · 42.1s · $0.0011
| 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": "efa5f8e964c98c5c-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="efa5f8e964c98c5c-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "7777.07", "payroll_month": "2025-08", "allowed_deduction": "12.47"}
}
Assistant
lookup_reference(reference="second-half")lookup_reference(reference="first-half")Reasoning
Payroll month is 2025-08, outside 2026. R1: "Only 2026 is covered. Dates outside 2026 require clarification under R7." So this is a month without a reference row → NO_APPLICABLE_REFERENCE under R7 item 3, citing R1 and R7. Wait — "Missing or out-of-range dates cite R1 and R7." The month 2025-08 is within YYYY-MM format and year 2000-2099, but outside 2026 coverage. R7 item 3: "A month without a reference row: return clarify with NO_APPLICABLE_REFERENCE, citing R1 and R7." Let me verify lookup_reference returns nothing applicable for 2025-08? The lookup only supports first-half and second-half references. But the case may include an authoritative reference_tables schedule. Let me check lookup_reference to see effective months. Actually, the month 2025-08 is out of 2026 coverage regardless. But to be thorough, could check lookup_reference "second-half". The rules say only 2026 is covered. The month is 2025-08 → no applicable reference row → clarify NO_APPLICABLE_REFERENCE. Should I still call lookup_reference? It might show effective months. Let me call it to confirm the row doesn't cover 2025-08. It's good diligence.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.05",
"cap": "3500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3600.00",
"middle_rate": "0.08",
"upper_rate": "0.18"
}
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.07",
"cap": "4000.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "3300.00",
"middle_rate": "0.08",
"upper_rate": "0.24"
}
Assistant
{
"decision": "clarify",
"reason_code": "NO_APPLICABLE_REFERENCE",
"clauses": ["R1", "R7"],
"explanation": "The payroll month 2025-08 is outside 2026 coverage, and no reference row covers it (rows cover 2026-01 through 2026-12 only). Please provide a payroll month within 2026 or an authoritative reference covering 2025-08."
}
Reasoning
Payroll month 2025-08 is not covered by either reference row (2026-01 to 2026-06, 2026-07 to 2026-12). Also R1 says only 2026 is covered; dates outside 2026 require clarification under R7. So NO_APPLICABLE_REFERENCE, citing R1 and R7. No monetary fields.