← Heatmap / MiMo V2.6 Pro · Task 97
MiMo V2.6 Pro · Tool use · Task 97 (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 · 9.6s · $0.0008
| 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 user asks to retrieve deduction_cap from the supplied rulebook. But R8 says retrieval tasks have a supplied payroll month. The prompt doesn't specify payroll_month... Let me check the documents first. Actually, the task says "Retrieve deduction_cap from the supplied rulebook." There may be documents with payroll_month. Let me list documents. Wait, but "deduction_cap" is the selected deduction cap from the reference row, which depends on the month. There's no month given. Hmm. But retrieval tasks must have a month covered by a reference row. Let me look at documents.
Tool
[
{"id": "c167e8ee6cbaf7a1-payroll", "kind": "payroll"}
]
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.07",
"cap": "4500.00",
"deduction": "400.00",
"free": "900.00",
"upper": "3600.00",
"middle_rate": "0.10",
"upper_rate": "0.22"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.08",
"cap": "4000.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3600.00",
"middle_rate": "0.10",
"upper_rate": "0.24"
}
Assistant
read_document(document_id="c167e8ee6cbaf7a1-payroll")Reasoning
Read the payroll 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 (months 2026-01 to 2026-06). deduction = 400.00. Retrieval task: field deduction_cap, value "400.00". Clauses: cite R1 (selecting) and R4 (source of deduction cap). No gross_pay given — but retrieval tasks only ask for one named value. R8 says retrieval tasks must have a month covered by a reference row. Fine. Return JSON with decision "retrieve", field "deduction_cap", value "400.00", clauses ["R1","R4"].
Rollout #2 100.0% passed · 3 tool calls · 8.7s · $0.0005
| 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: "Retrieve deduction_cap from the supplied rulebook." There's no payroll month given. Need to list documents to see case inputs. R8 requires a month covered by a reference row. If missing payroll month... retrieval tasks must have a month; malformed retrieval tasks are dataset errors. But maybe the document supplies payroll_month. Let's list documents.
Tool
[
{"id": "c167e8ee6cbaf7a1-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="c167e8ee6cbaf7a1-payroll")Reasoning
Read the document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-06"}
}
Assistant
lookup_reference(reference="first-half")Reasoning
The payroll month is 2026-06, which is first-half. We need deduction_cap from reference. Use lookup_reference first-half. But wait — the task says "Retrieve deduction_cap from the supplied rulebook." The reference schedule may be case-specific. Use lookup_reference.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.07",
"cap": "4500.00",
"deduction": "400.00",
"free": "900.00",
"upper": "3600.00",
"middle_rate": "0.10",
"upper_rate": "0.22"
}
Assistant
{
"decision": "retrieve",
"field": "deduction_cap",
"value": "400.00",
"clauses": ["R1", "R4"]
}
Reasoning
Deduction cap for 2026-06 = 400.00. Clauses: R1 and R4 (per R8: cite R1 and the source rule R4).
Rollout #3 100.0% passed · 4 tool calls · 7.1s · $0.0005
| 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 says "Retrieve deduction_cap from the supplied rulebook." But R8 requires a payroll month. Retrieval tasks must have a month covered by a reference row. Hmm — but there's no payroll month given in the prompt. However, the instructions say "Retrieve the case inputs with list_documents and read_document." Let me look at documents first. Also "deduction_cap" from "the supplied rulebook" — but reference rows are available only through lookup_reference. Let me gather documents.
Tool
[
{"id": "c167e8ee6cbaf7a1-payroll", "kind": "payroll"}
]
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.07",
"cap": "4500.00",
"deduction": "400.00",
"free": "900.00",
"upper": "3600.00",
"middle_rate": "0.10",
"upper_rate": "0.22"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.08",
"cap": "4000.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3600.00",
"middle_rate": "0.10",
"upper_rate": "0.24"
}
Assistant
read_document(document_id="c167e8ee6cbaf7a1-payroll")Reasoning
Both rows have deduction 400.00. Read the payroll document to get the 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. Retrieve answer: field "deduction_cap", value "400.00", clauses ["R1","R4"].