← Heatmap / MiMo V2.6 Pro · Task 44
MiMo V2.6 Pro · Tool use · Task 44 (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 · 4 tool calls · 15.6s · $0.0012
| 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": "93c6cd218be71e1f-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="93c6cd218be71e1f-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "2246.04", "payroll_month": "2025-07", "allowed_deduction": "103.13"}
}
Assistant
lookup_reference(reference="second-half")lookup_reference(reference="first-half")Reasoning
Payroll month 2025-07 is outside 2026. R1: "Only 2026 is covered. Dates outside 2026 require clarification under R7." R7 item 3: "A month without a reference row: return decision clarify, reason_code NO_APPLICABLE_REFERENCE, citing R1 and R7." Hmm, but also "Missing or out-of-range dates cite R1 and R7." The date 2025-07 is within the valid YYYY-MM format range (2000-2099), but it's outside 2026 coverage. So no reference row applies → NO_APPLICABLE_REFERENCE, citing R1 and R7. Should I look up reference to confirm? The reference rows are first-half and second-half — presumably for 2026. Let me check one to confirm the effective months. Actually the rules say lookup_reference returns effective months. Let me check second-half (July is in second half). But regardless, only 2026 is covered. The order of checks: gross_pay present, payroll_month present, then month without reference row. 2025-07 has no applicable reference (only 2026 covered). Return clarify NO_APPLICABLE_REFERENCE. Maybe I should still call lookup_reference to verify. It's cheap. Let me do it.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.08",
"cap": "3500.00",
"deduction": "400.00",
"free": "1100.00",
"upper": "2800.00",
"middle_rate": "0.12",
"upper_rate": "0.24"
}
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.05",
"cap": "3500.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "3600.00",
"middle_rate": "0.14",
"upper_rate": "0.18"
}
Assistant
{
"decision": "clarify",
"reason_code": "NO_APPLICABLE_REFERENCE",
"clauses": ["R1", "R7"],
"explanation": "The payroll month 2025-07 falls outside the covered year 2026 (reference rows cover 2026-01 through 2026-06 and 2026-07 through 2026-12), so no reference row applies. Please supply a payroll month within 2026 for calculation."
}
Reasoning
Payroll month 2025-07 is outside both reference periods (2026 only). No applicable reference row → clarify, NO_APPLICABLE_REFERENCE, cite R1 and R7.
Rollout #2 100.0% passed · 4 tool calls · 14.4s · $0.0010
| 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": "93c6cd218be71e1f-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="93c6cd218be71e1f-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "2246.04", "payroll_month": "2025-07", "allowed_deduction": "103.13"}
}
Assistant
lookup_reference(reference="second-half")lookup_reference(reference="first-half")Reasoning
payroll_month is 2025-07, outside 2026. "Only 2026 is covered. Dates outside 2026 require clarification under R7." The check order in R7: 1. Missing gross_pay, 2. Missing payroll_month, 3. A month without a reference row → NO_APPLICABLE_REFERENCE. 2025-07 has no reference row (only 2026 covered). So reason_code: NO_APPLICABLE_REFERENCE, citing R1 and R7. Wait — "Dates outside 2026 require clarification under R7." Out-of-range dates cite R1 and R7. The reason code would be NO_APPLICABLE_REFERENCE per item 3. Hmm, but "Missing or out-of-range dates cite R1 and R7" - clause refs R1, R7. Reason code: NO_APPLICABLE_REFERENCE seems right since 2025-07 lacks a reference row. Actually wait, should I check reference lookup? The month2025-07 is out of 2026 range. Reference rows are first-half and second-half with effective months. Let me lookup to confirm no row covers 2025-07. But rule says only 2026 covered; dates outside 2026 require clarification. The reason code for a month without reference row is NO_APPLICABLE_REFERENCE. Let me still look up references to verify effective months, to be diligent. Actually not necessary but let's do it to confirm.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.08",
"cap": "3500.00",
"deduction": "400.00",
"free": "1100.00",
"upper": "2800.00",
"middle_rate": "0.12",
"upper_rate": "0.24"
}
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.05",
"cap": "3500.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "3600.00",
"middle_rate": "0.14",
"upper_rate": "0.18"
}
Assistant
{
"decision": "clarify",
"reason_code": "NO_APPLICABLE_REFERENCE",
"clauses": ["R1", "R7"],
"explanation": "The payroll month 2025-07 is outside the covered year 2026 and no reference row (first-half: 2026-01 to 2026-06; second-half: 2026-07 to 2026-12) covers it. Please supply a payroll month within 2026 so a reference row can be selected."
}
Reasoning
Both rows cover 2026 months only. Payroll month 2025-07 has no reference row → clarify, NO_APPLICABLE_REFERENCE, cite R1 and R7.
Rollout #3 100.0% passed · 4 tool calls · 15.8s · $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": "93c6cd218be71e1f-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="93c6cd218be71e1f-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "2246.04", "payroll_month": "2025-07", "allowed_deduction": "103.13"}
}
Assistant
lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
Payroll month is 2025-07, which is outside 2026. R1: "Only 2026 is covered. Dates outside 2026 require clarification under R7." R7 order: check missing gross_pay (present), missing payroll_month (present), month without reference row → NO_APPLICABLE_REFERENCE. A2025-07 month has no reference row (rows cover 2026). So clarify with reason_code NO_APPLICABLE_REFERENCE, citing R1 and R7. Should I look up reference anyway? The check order is1-4. The month 2025-07 has no reference row. Let me verify with lookup_reference perhaps, but not strictly necessary. The rules say months outside 2026 require clarification under R7, which is reason3 NO_APPLICABLE_REFERENCE. Cite R1 and R7.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.05",
"cap": "3500.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "3600.00",
"middle_rate": "0.14",
"upper_rate": "0.18"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.08",
"cap": "3500.00",
"deduction": "400.00",
"free": "1100.00",
"upper": "2800.00",
"middle_rate": "0.12",
"upper_rate": "0.24"
}
Assistant
{
"decision": "clarify",
"reason_code": "NO_APPLICABLE_REFERENCE",
"clauses": ["R1", "R7"],
"explanation": "Payroll month 2025-07 falls outside the reference schedule, which covers only 2026 (first-half 2026-01 through 2026-06 and second-half 2026-07 through 2026-12). No reference row applies, and an old row must not be extrapolated. Please supply a payroll month within 2026 or an authoritative reference row covering 2025-07."
}
Reasoning
Payroll month 2025-07 is outside the reference rows (which cover 2026 only). So no applicable reference → clarify, NO_APPLICABLE_REFERENCE, citing R1 and R7. No monetary fields.