← Heatmap / DeepSeek V4.1 Flash · Task 35
DeepSeek V4.1 Flash · Tool use · Task 35 (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 · 3 tool calls · 7.7s · $0.0009
| 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. Need payroll month supplied. Let me look at documents.
Tool
[
{"id": "980de59efdacf15e-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="980de59efdacf15e-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-09"}
}
Assistant
lookup_reference(reference="second-half")Reasoning
Payroll month 2026-09, second half. Need deduction_cap from reference schedule. Lookup second-half.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.06",
"cap": "3500.00",
"deduction": "400.00",
"free": "900.00",
"upper": "3300.00",
"middle_rate": "0.10",
"upper_rate": "0.18"
}
Assistant
{
"decision": "retrieve",
"field": "deduction_cap",
"value": "400.00",
"clauses": ["R1", "R4"]
}
Reasoning
deduction_cap = 400.00. Cite R1 and R4.
Rollout #2 100.0% passed · 3 tool calls · 4.9s · $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: "Retrieve deduction_cap from the supplied rulebook. Return the R8 JSON answer." But R8 says retrieval task asks for exactly one named value for its supplied payroll month. We need the payroll month. Let me look at the case documents. Let me list documents.
Tool
[
{"id": "980de59efdacf15e-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="980de59efdacf15e-payroll")Reasoning
Let me read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-09"}
}
Assistant
lookup_reference(reference="second-half")Reasoning
Payroll month 2026-09, which is second-half. Need deduction_cap from second-half reference row. Let me look up.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.06",
"cap": "3500.00",
"deduction": "400.00",
"free": "900.00",
"upper": "3300.00",
"middle_rate": "0.10",
"upper_rate": "0.18"
}
Assistant
{
"decision": "retrieve",
"field": "deduction_cap",
"value": "400.00",
"clauses": ["R1", "R4"]
}
Reasoning
deduction_cap = 400.00. Month 2026-09 falls in second-half (months 2026-07 to 2026-12). R8: cite R1 and R4. Answer: decision retrieve, field "deduction_cap", value "400.00", clauses ["R1","R4"].
Rollout #3 100.0% passed · 3 tool calls · 4.2s · $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 asks to retrieve deduction_cap from the supplied rulebook. But we need the payroll month to select the reference row. Let me look at documents. Let me start by listing documents.
Tool
[
{"id": "980de59efdacf15e-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="980de59efdacf15e-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-09"}
}
Assistant
lookup_reference(reference="second-half")Reasoning
Payroll month 2026-09 → second-half. Look up reference.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.06",
"cap": "3500.00",
"deduction": "400.00",
"free": "900.00",
"upper": "3300.00",
"middle_rate": "0.10",
"upper_rate": "0.18"
}
Assistant
{
"decision": "retrieve",
"field": "deduction_cap",
"value": "400.00",
"clauses": ["R1", "R4"]
}
Reasoning
The deduction_cap for second-half is 400.00. The task: "Retrieve deduction_cap from the supplied rulebook. Return the R8 JSON answer." So decision: "retrieve", field: "deduction_cap", value: "400.00", clauses: ["R1", "R4"].