← Heatmap / MiMo V2.6 Pro · Task 89
MiMo V2.6 Pro · Tool use · Task 89 (Retrieval, contribution rate)
Mean 100.0%
| Field | Expected | Rollout #1 (100%) | Rollout #2 (100%) | Rollout #3 (100%) |
|---|---|---|---|---|
| decision | retrieve | retrieve | retrieve | retrieve |
| field | contribution_rate | contribution_rate | contribution_rate | contribution_rate |
| value | 0.05 | 0.05 | 0.05 | 0.05 |
| clauses | R1 R3 | R1 R3 | R1 R3 | R1 R3 |
Prompt
Retrieve contribution_rate 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 · 10.1s · $0.0007
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R3 |
| exact | 100.0% | R1 R3 |
| field accuracy | 100.0% | R1 R3 |
| citations | 100.0% | R1 R3 |
Assistant
list_documents()lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
The task is a retrieval task: retrieve contribution_rate from the supplied rulebook. But we need a payroll month. Let me list documents first.
Tool
[
{"id": "6198d6e0c2d80f90-payroll", "kind": "payroll"}
]
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.08",
"cap": "3500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3300.00",
"middle_rate": "0.12",
"upper_rate": "0.24"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.05",
"cap": "4500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3300.00",
"middle_rate": "0.10",
"upper_rate": "0.24"
}
Assistant
read_document(document_id="6198d6e0c2d80f90-payroll")Reasoning
Interesting: the reference rows cover months 2026-01 through 2026-06 (first-half) and 2026-07 through 2026-12 (second-half). The "months" field seems to indicate ranges ["2026-01","2026-06"] meaning start and end? Let me read the document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-08"}
}
Assistant
{
"decision": "retrieve",
"field": "contribution_rate",
"value": "0.05",
"clauses": ["R1", "R3"]
}
Reasoning
The task is retrieval of contribution_rate for payroll month 2026-08. Second-half row covers 2026-07 through 2026-12, so rate is 0.05. Cite R1 and R3 (source rule for contribution_rate).
Rollout #2 100.0% passed · 3 tool calls · 11.8s · $0.0005
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R3 |
| exact | 100.0% | R1 R3 |
| field accuracy | 100.0% | R1 R3 |
| citations | 100.0% | R1 R3 |
Assistant
list_documents()Reasoning
The task is a retrieval task asking for contribution_rate, but no payroll month is supplied in the message. Let me check documents first to see if there's a payroll month. R8: retrieval tasks must have a month covered by a reference row. Let me list documents.
Tool
[
{"id": "6198d6e0c2d80f90-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="6198d6e0c2d80f90-payroll")Reasoning
Read the document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-08"}
}
Assistant
lookup_reference(reference="second-half")Reasoning
Payroll month is 2026-08 — second half. Retrieve contribution_rate.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.05",
"cap": "4500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3300.00",
"middle_rate": "0.10",
"upper_rate": "0.24"
}
Assistant
{
"decision": "retrieve",
"field": "contribution_rate",
"value": "0.05",
"clauses": ["R1", "R3"]
}
Reasoning
Contribution rate for 2026-08 is 0.05.
Rollout #3 100.0% passed · 3 tool calls · 13.3s · $0.0005
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R3 |
| exact | 100.0% | R1 R3 |
| field accuracy | 100.0% | R1 R3 |
| citations | 100.0% | R1 R3 |
Assistant
list_documents()Reasoning
The task: retrieve contribution_rate from the supplied rulebook. But we need a payroll month to select a reference row. The task says "Retrieve the case inputs with list_documents and read_document." So there's a case with documents. Let me list documents first.
Tool
[
{"id": "6198d6e0c2d80f90-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="6198d6e0c2d80f90-payroll")Reasoning
Read the document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-08"}
}
Assistant
lookup_reference(reference="second-half")Reasoning
Payroll month is 2026-08 → second-half. Need contribution_rate from lookup_reference second-half.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.05",
"cap": "4500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3300.00",
"middle_rate": "0.10",
"upper_rate": "0.24"
}
Assistant
{
"decision": "retrieve",
"field": "contribution_rate",
"value": "0.05",
"clauses": ["R1", "R3"]
}
Reasoning
2026-08 falls in second-half (2026-07 through 2026-12). contribution_rate = 0.05. Return retrieve decision with field contribution_rate, value "0.05", clauses R1 and R3. Value as decimal string. "0.05" is fine.