← Heatmap / MiMo V2.6 Pro · Task 33
MiMo V2.6 Pro · Tool use · Task 33 (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 | 0.04 | 0.04 | 0.04 | 0.04 |
| 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 · 20.9s · $0.0006
| 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 says "Retrieve contribution_rate from the supplied rulebook." But R8 says retrieval tasks ask for exactly one named value for its supplied payroll month. The user didn't supply a payroll month explicitly here... Let me list documents to see the case inputs. Actually the prompt says to retrieve the case inputs with list_documents and read_document. Let me do that first.
Tool
[
{"id": "7ea2b8cfd840bfb4-payroll", "kind": "payroll"}
]
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.04",
"cap": "4000.00",
"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": "0.07",
"cap": "4000.00",
"deduction": "400.00",
"free": "900.00",
"upper": "3000.00",
"middle_rate": "0.12",
"upper_rate": "0.22"
}
Assistant
read_document(document_id="7ea2b8cfd840bfb4-payroll")Reasoning
Now read the payroll document to find the payroll month and field requested.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-05"}
}
Assistant
{
"decision": "retrieve",
"field": "contribution_rate",
"value": "0.04",
"clauses": ["R1", "R3"],
"explanation": "Payroll month 2026-05 is covered by the first-half reference row, whose contribution rate is 0.04."
}
Reasoning
The payroll month is 2026-05, which falls in the first-half row (months: 2026-01 through 2026-06 presumably — it lists ["2026-01", "2026-06"] as boundaries). Rate = 0.04. Retrieval: decision "retrieve", field "contribution_rate", value "0.04", clauses: R1 and R3 (cite selecting rule R1 and source rule R3). Wait, value should be a decimal string, not percentage. "0.04". Should it be "0.04" or "0.0400"? Decimal strings — "0.04" is fine. Let me not over-engineer. Money strings need2 decimals but this is a rate. R8 says values are decimal strings. So "0.04" is fine. Clauses: ["R1", "R3"].
Rollout #2 100.0% passed · 3 tool calls · 22.6s · $0.0006
| 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 for contribution_rate. But we need payroll month to select reference row. The task says "Retrieve contribution_rate from the supplied rulebook." We need to list documents to find the payroll month. Let me list documents and read them.
Tool
[
{"id": "7ea2b8cfd840bfb4-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="7ea2b8cfd840bfb4-payroll")Reasoning
Read the document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-05"}
}
Assistant
lookup_reference(reference="first-half")Reasoning
The payroll month is 2026-05, which is first-half (months 1-6 presumably). Need lookup_reference for first-half to get rate. R8 says retrieval tasks return contribution_rate as decimal string. Let me lookup. But wait: the field name — contribution_rate. Value is decimal string, not percent sign. Let me lookup first-half.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.04",
"cap": "4000.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "2800.00",
"middle_rate": "0.14",
"upper_rate": "0.24"
}
Assistant
{
"decision": "retrieve",
"field": "contribution_rate",
"value": "0.04",
"clauses": ["R1", "R3"]
}
Reasoning
Wait, months ["2026-01", "2026-06"] — odd, but presumably means 2026-01 through 2026-06. 2026-05 falls in first-half. Contribution rate = 0.04. Hmm, but the value should be a decimal string "0.04"? R8 says values are decimal strings, not percentages with a percent sign. So "0.04". Maybe format "0.04" is fine. Money strings need two decimals but rate is not money. I'll return "0.04". Clauses: cite R1 and R3 (source rule).
Rollout #3 100.0% passed · 3 tool calls · 26.5s · $0.0004
| 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 for contribution_rate. But we need payroll month to select the row. Let me look at documents first.
Tool
[
{"id": "7ea2b8cfd840bfb4-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="7ea2b8cfd840bfb4-payroll")Reasoning
Let me read the document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-05"}
}
Assistant
lookup_reference(reference="first-half")Reasoning
Payroll month 2026-05, first half. Let me lookup reference first-half.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.04",
"cap": "4000.00",
"deduction": "400.00",
"free": "1200.00",
"upper": "2800.00",
"middle_rate": "0.14",
"upper_rate": "0.24"
}
Assistant
{
"decision": "retrieve",
"field": "contribution_rate",
"value": "0.04",
"clauses": ["R1", "R3"]
}
Reasoning
Retrieve contribution_rate for 2026-05 → first-half row → rate 0.04.