← Heatmap / DeepSeek V4.1 Flash · Task 97
DeepSeek V4.1 Flash · 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 · 7.8s · $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 user wants a retrieval task: retrieve deduction_cap from the supplied rulebook. But R8 says retrieval tasks must have a month covered by a reference row. The task says "Retrieve deduction_cap from the supplied rulebook." Hmm, but we need a payroll month. Let me look at documents. Let me start by listing documents.
Tool
[
{"id": "c167e8ee6cbaf7a1-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="c167e8ee6cbaf7a1-payroll")Reasoning
Let me read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-06"}
}
Assistant
lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
The record has payroll_month 2026-06. The task is a retrieval task for deduction_cap. Payroll month 2026-06 is in first-half? Let me check reference tables. First-half covers months? Let's lookup. Actually need to determine which reference applies to 2026-06. Let me look up both.
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
{
"decision": "retrieve",
"field": "deduction_cap",
"value": "400.00",
"clauses": ["R1", "R4"]
}
Reasoning
Payroll month 2026-06 falls in first-half. deduction_cap = 400.00. Return decision retrieve, field deduction_cap, value "400.00", clauses [R1, R4].
Rollout #2 100.0% passed · 3 tool calls · 5.4s · $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. R8 retrieval task. Need payroll month though? Retrieval task asks for exactly one named value for its supplied payroll month. Let me look at documents. Let me list documents.
Tool
[
{"id": "c167e8ee6cbaf7a1-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="c167e8ee6cbaf7a1-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-06"}
}
Assistant
lookup_reference(reference="first-half")Reasoning
Payroll month 2026-06, first half (Jan-Jun). Look up reference first-half.
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 = 400.00. Cite R1 and R4.
Rollout #3 100.0% passed · 4 tool calls · 4.6s · $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
Let me start by listing documents and reading them, and looking up references. The task: Retrieve deduction_cap from the supplied rulebook. Return R8 JSON answer. I need to find the payroll month and the reference row to get deduction_cap. Let me list 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
Now 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 falls in first-half. deduction_cap = 400.00. Return decision retrieve, field deduction_cap, value "400.00", clauses R1 and R4.