← Heatmap / DeepSeek V4.1 Flash · Task 81
DeepSeek V4.1 Flash · Tool use · Task 81 (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 · 8.2s · $0.0007
| 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
We need answer retrieval task. Need know payroll month? The prompt says "Retrieve deduction_cap from the supplied rulebook. Return the R8 JSON answer." But R8 retrieval task asks exactly one named value for its supplied payroll month. We need find case inputs via list_documents/read_document. Let's inspect.
Tool
[
{"id": "4e14ed2e48f10b12-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="4e14ed2e48f10b12-payroll")Reasoning
Need read doc.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-06"}
}
Assistant
lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
Need retrieve deduction_cap for 2026-06. Need reference rows via lookup_reference. Which half? June is first-half or second-half? Need determine from rules maybe default table not shown here? The prompt references reference_tables schedule. We have tools lookup_reference first-half/second-half. Need inspect both maybe. Need know effective months. Let's call both.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.05",
"cap": "3500.00",
"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": "0.04",
"cap": "3500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3600.00",
"middle_rate": "0.12",
"upper_rate": "0.20"
}
Assistant
{
"decision": "retrieve",
"field": "deduction_cap",
"value": "400.00",
"clauses": ["R1", "R4"]
}
Reasoning
Payroll month 2026-06 covered by first-half. deduction_cap is "deduction" in reference? R8 supported fields: contribution_rate, contribution_cap (R1 and R3), deduction_cap (R1 and R4). The reference row has "deduction": "400.00". So value 400.00. Need answer JSON with decision retrieve, field deduction_cap, value "400.00", clauses ["R1","R4"]. Maybe optional explanation. Must not include markdown. Need ensure exact required fields. They said allowed answer fields: retrieve uses decision, field, value, clauses. Optional explanation permitted. We can include explanation? Probably not necessary. Need return one JSON object. No prose.
Rollout #2 100.0% passed · 4 tool calls · 6.1s · $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
Let me start by listing documents and looking up references. The task: "Retrieve deduction_cap from the supplied rulebook. Return the R8 JSON answer." I need to find the payroll month from case inputs, then look up the reference row for that month, then return deduction_cap. Let me call list_documents and lookup_reference for both halves.
Tool
[
{"id": "4e14ed2e48f10b12-payroll", "kind": "payroll"}
]
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.05",
"cap": "3500.00",
"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": "0.04",
"cap": "3500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3600.00",
"middle_rate": "0.12",
"upper_rate": "0.20"
}
Assistant
read_document(document_id="4e14ed2e48f10b12-payroll")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 = deduction = 400.00. Return decision retrieve, field deduction_cap, value "400.00", clauses R1 and R4.
Rollout #3 100.0% passed · 4 tool calls · 4.6s · $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. But we need the payroll month? R8: retrieval task asks for exactly one named value for its supplied payroll month. We need to find the payroll month from case documents. Let me list documents.
Tool
[
{"id": "4e14ed2e48f10b12-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="4e14ed2e48f10b12-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-06"}
}
Assistant
lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
Payroll month 2026-06. Need to select the reference row using payroll month. Let's look up references. First-half and second-half.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.05",
"cap": "3500.00",
"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": "0.04",
"cap": "3500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3600.00",
"middle_rate": "0.12",
"upper_rate": "0.20"
}
Assistant
{
"decision": "retrieve",
"field": "deduction_cap",
"value": "400.00",
"clauses": ["R1", "R4"]
}
Reasoning
Payroll month 2026-06 falls in first-half. deduction_cap = deduction = 400.00. Answer: decision retrieve, field deduction_cap, value "400.00", clauses R1 and R4.