← Heatmap / MiMo V2.6 Pro · Task 98
MiMo V2.6 Pro · Tool use · Task 98 (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 · 10.2s · $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 list documents first.
Tool
[
{"id": "c678b342f657c4aa-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="c678b342f657c4aa-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "4390.15", "payroll_month": "2027-05", "allowed_deduction": "339.95"}
}
Assistant
{
"decision": "clarify",
"reason_code": "NO_APPLICABLE_REFERENCE",
"clauses": ["R1", "R7"],
"explanation": "The payroll month 2027-05 is outside 2026 and has no applicable reference row. Please supply a payroll month within 2026 so the payroll can be calculated."
}
Reasoning
Payroll month 2027-05 is outside 2026. Per 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." Missing or out-of-range dates cite R1 and R7. So decision clarify, reason_code NO_APPLICABLE_REFERENCE, clauses R1, R7.
Rollout #2 100.0% passed · 2 tool calls · 9.5s · $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": "c678b342f657c4aa-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="c678b342f657c4aa-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "4390.15", "payroll_month": "2027-05", "allowed_deduction": "339.95"}
}
Assistant
{
"decision": "clarify",
"reason_code": "NO_APPLICABLE_REFERENCE",
"clauses": ["R1", "R7"],
"explanation": "Payroll month 2027-05 is outside the only covered year (2026) and has no applicable reference row. Please supply a payroll month within 2026."
}
Reasoning
Payroll month 2027-05 — outside 2026. R7 item 3: month without a reference row → NO_APPLICABLE_REFERENCE. Also "Only 2026 is covered. Dates outside 2026 require clarification under R7." Missing or out-of-range dates cite R1 and R7. Order of checks: gross_pay present, payroll_month present, then no applicable reference. So clarify with NO_APPLICABLE_REFERENCE, clauses R1 and R7. Do I need lookup_reference? The rules say reference rows only via lookup_reference. 2027 is outside range; lookup only has first/second half. The month has no reference row. I could still verify, but not needed. The answer: decision clarify, reason_code NO_APPLICABLE_REFERENCE, clauses ["R1","R7"].
Rollout #3 100.0% passed · 4 tool calls · 17.6s · $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 list documents first.
Tool
[
{"id": "c678b342f657c4aa-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="c678b342f657c4aa-payroll")Reasoning
Read it.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "4390.15", "payroll_month": "2027-05", "allowed_deduction": "339.95"}
}
Assistant
lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
Payroll month 2027-05 is outside 2026 (only 2026 covered). But R7 order: 1. missing gross_pay, 2. missing payroll_month, 3. month without reference row → NO_APPLICABLE_REFERENCE. The month is present but not covered. "Dates outside 2026 require clarification under R7." That's reason_code NO_APPLICABLE_REFERENCE presumably. Cite R1 and R7. Wait, "Missing or out-of-range dates cite R1 and R7." Out-of-range dates - the month is out of range 2000-2099? No, 2027-05 is in range 2000-2099 but not covered by 2026 rows. R1 says only 2026 is covered; dates outside 2026 require clarification under R7. That maps to NO_APPLICABLE_REFERENCE (a month without a reference row). Actually the "out-of-range dates" citation rule for R7 says cite R1 and R7. Fine. Order of checks: gross_pay present (4390.15), payroll_month present (2027-05). Check 3: month without reference row. Should I still lookup_reference? Reference rows are first-half/second-half with effective months. The lookup might show effective months that don't cover 2027-05. But rules say only 2026 is covered; selecting reference row using payroll month. Let me check lookup_reference to confirm effective months. Actually "Read first-half or second-half payroll reference rates and effective months." Let me look up both to verify effective months. The decision is clarify with NO_APPLICABLE_REFERENCE. Let me do the lookups to be diligent.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.08",
"cap": "5000.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "3600.00",
"middle_rate": "0.12",
"upper_rate": "0.18"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.08",
"cap": "5000.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3300.00",
"middle_rate": "0.12",
"upper_rate": "0.24"
}
Assistant
{
"decision": "clarify",
"reason_code": "NO_APPLICABLE_REFERENCE",
"clauses": ["R1", "R7"],
"explanation": "Payroll month 2027-05 falls outside the covered year 2026; the reference rows cover only 2026-01 through 2026-12, so no reference row applies and no extrapolation is permitted. Please provide a payroll month covered by a reference row."
}
Reasoning
Payroll month 2027-05 is not covered by either row (2026-01 to 2026-06, 2026-07 to 2026-12). So NO_APPLICABLE_REFERENCE, cite R1 and R7. Do not return calculated monetary fields.