← Heatmap / DeepSeek V4.1 Flash · Task 33
DeepSeek V4.1 Flash · 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 · 3 tool calls · 3.7s · $0.0018
| 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. But it says "from the supplied rulebook" and reference rows available only through lookup_reference. Retrieval tasks must have a month covered by a reference row. Hmm, but the retrieval task asks for contribution_rate for its supplied payroll month. We need to find the payroll month from case inputs. Let me list documents and read them. Let me start.
Tool
[
{"id": "7ea2b8cfd840bfb4-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="7ea2b8cfd840bfb4-payroll")Reasoning
Read the payroll 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. Need to look up first-half reference row for contribution_rate. 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
The contribution_rate for 2026-05 (first-half) is 0.04. Return retrieve JSON: decision, field, value, clauses. Field "contribution_rate", value "0.04", clauses R1 and R3.
Rollout #2 100.0% passed · 3 tool calls · 3.1s · $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. But I need to know the payroll month. Let me look at the documents. Let me start by listing documents.
Tool
[
{"id": "7ea2b8cfd840bfb4-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="7ea2b8cfd840bfb4-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-05"}
}
Assistant
lookup_reference(reference="first-half")Reasoning
Payroll month 2026-05, which is first half (Jan-Jun). Need contribution_rate from reference. Let me look up 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
The month 2026-05 falls in first-half. contribution_rate = 0.04. Return retrieve JSON: decision, field, value, clauses. Clauses: R1 and R3.
Rollout #3 100.0% passed · 3 tool calls · 3.1s · $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. Need to check documents for payroll month, and lookup reference. Let me start. Let me list documents.
Tool
[
{"id": "7ea2b8cfd840bfb4-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="7ea2b8cfd840bfb4-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-05"}
}
Assistant
lookup_reference(reference="first-half")Reasoning
Payroll month 2026-05, first half (Jan-Jun). Lookup first-half reference.
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
Contribution rate = 0.04. Cite R1 and R3. Answer JSON.