← Heatmap / MiMo V2.6 Pro · Task 81
MiMo V2.6 Pro · Tool use · Task 81 (Retrieval, deduction cap)
Mean 100.0%
| Field | Expected | Rollout #1 (100%) | Rollout #2 (100%) | Rollout #3 (100%) |
|---|---|---|---|---|
| decision | retrieve | retrieve | retrieve | retrieve |
| field | deduction_cap | deduction_cap | deduction_cap | deduction_cap |
| value | 400.00 | 400.00 | 400.00 | 400.00 |
| clauses | R1 R4 | R1 R4 | R1 R4 | R1 R4 |
Prompt
Retrieve deduction_cap from the supplied rulebook. Return the R8 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 · 28.1s · $0.0014
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R4 |
| exact | 100.0% | R1 R4 |
| field accuracy | 100.0% | R1 R4 |
| citations | 100.0% | R1 R4 |
Assistant
list_documents()lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
The task is a retrieval task for deduction_cap. But we need the payroll month — retrieval tasks must have a month covered by a reference row. Let me list documents and read them.
Tool
[
{"id": "4e14ed2e48f10b12-payroll", "kind": "payroll"}
]
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.05",
"cap": "3500.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "2800.00",
"middle_rate": "0.14",
"upper_rate": "0.24"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.04",
"cap": "3500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3600.00",
"middle_rate": "0.12",
"upper_rate": "0.20"
}
Assistant
read_document(document_id="4e14ed2e48f10b12-payroll")Reasoning
Now read the document to find payroll_month.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-06"}
}
Assistant
{
"decision": "retrieve",
"field": "deduction_cap",
"value": "400.00",
"clauses": ["R1", "R4"]
}
Reasoning
Payroll month 2026-06 → first-half row. deduction_cap = 400.00. R8: decision retrieve, field deduction_cap, value "400.00", clauses cite R1 and R4 (selecting rule R1 and source rule R4).
Rollout #2 100.0% passed · 4 tool calls · 22.9s · $0.0006
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R4 |
| exact | 100.0% | R1 R4 |
| field accuracy | 100.0% | R1 R4 |
| citations | 100.0% | R1 R4 |
Assistant
list_documents()Reasoning
The task says "Retrieve deduction_cap from the supplied rulebook." But retrieval tasks require a payroll month. Hmm — "Retrieve the case inputs with list_documents and read_document." Let me check the documents first. Actually the task is a retrieval task, but I need the payroll month from the case documents. Let me list documents.
Tool
[
{"id": "4e14ed2e48f10b12-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="4e14ed2e48f10b12-payroll")Reasoning
Read it.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-06"}
}
Assistant
lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
Payroll month 2026-06 → second-half reference (July–Dec)? Actually first-half = Jan–Jun, second-half = Jul–Dec. June is first-half presumably. But boundaries: "first-half and second-half". Let me lookup both? The rule says lookup_reference with first-half or second-half. June 2026 — likely first-half covers Jan-Jun. Let me look up first-half. But to be safe, I should check which row covers 2026-06. Let me query first-half and second-half.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.05",
"cap": "3500.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "2800.00",
"middle_rate": "0.14",
"upper_rate": "0.24"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.04",
"cap": "3500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3600.00",
"middle_rate": "0.12",
"upper_rate": "0.20"
}
Assistant
{
"decision": "retrieve",
"field": "deduction_cap",
"value": "400.00",
"clauses": ["R1", "R4"]
}
Reasoning
2026-06 → first-half row. deduction_cap = 400.00. Return retrieve answer with field deduction_cap, value "400.00", clauses ["R1","R4"].
Rollout #3 100.0% passed · 4 tool calls · 28.8s · $0.0007
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R4 |
| exact | 100.0% | R1 R4 |
| field accuracy | 100.0% | R1 R4 |
| citations | 100.0% | R1 R4 |
Assistant
list_documents()Reasoning
The task says "Retrieve deduction_cap from the supplied rulebook." But retrieval tasks require a payroll month. Let me look at documents first.
Tool
[
{"id": "4e14ed2e48f10b12-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="4e14ed2e48f10b12-payroll")Reasoning
Read the document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-06"}
}
Assistant
lookup_reference(reference="second-half")Reasoning
The payroll month is 2026-06 → second half. Retrieve deduction_cap from the reference. Use lookup_reference second-half.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.04",
"cap": "3500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3600.00",
"middle_rate": "0.12",
"upper_rate": "0.20"
}
Assistant
lookup_reference(reference="first-half")Reasoning
Wait, second-half months listed as ["2026-07","2026-12"]? That seems like a range July to December. But payroll month is 2026-06, which is first half. Let me check first-half.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.05",
"cap": "3500.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "2800.00",
"middle_rate": "0.14",
"upper_rate": "0.24"
}
Assistant
{
"decision": "retrieve",
"field": "deduction_cap",
"value": "400.00",
"clauses": ["R1", "R4"]
}
Reasoning
Payroll month 2026-06 falls in first-half (2026-01 to 2026-06). deduction_cap = 400.00. Cite R1 (selecting) and R4 (source rule).