← Heatmap / DeepSeek V4.1 Flash · Task 89
DeepSeek V4.1 Flash · Tool use · Task 89 (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 | 0.05 | 0.05 | 0.05 | 0.05 |
| 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 · 4.8s · $0.0006
| 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
Let me start by listing documents and looking up the reference. But I need the payroll month. Let me read documents first.
Tool
[
{"id": "6198d6e0c2d80f90-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="6198d6e0c2d80f90-payroll")Reasoning
Let me read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-08"}
}
Assistant
lookup_reference(reference="second-half")Reasoning
The payroll month is 2026-08, second half. Need to look up reference for second-half.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.05",
"cap": "4500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3300.00",
"middle_rate": "0.10",
"upper_rate": "0.24"
}
Assistant
{
"decision": "retrieve",
"field": "contribution_rate",
"value": "0.05",
"clauses": ["R1", "R3"]
}
Reasoning
The task: retrieve contribution_rate. Month 2026-08 falls in second-half (months 2026-07 to 2026-12). contribution_rate = rate = 0.05. Return R8 JSON: decision retrieve, field contribution_rate, value "0.05", clauses R1 and R3. The value is a decimal string. "0.05". Should it be two decimal places? R8 says values are decimal strings, not percentages. The rate is 0.05. Let me output "0.05". Hmm, money must be strings with two decimal places, but this is a rate not money. The reference gives "0.05". I'll use "0.05".
Rollout #2 100.0% passed · 3 tool calls · 3.6s · $0.0012
| 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 from the supplied rulebook. This is a retrieval task. Need to find the payroll month from case documents, then look up the reference row. Let me start by listing documents.
Tool
[
{"id": "6198d6e0c2d80f90-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="6198d6e0c2d80f90-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-08"}
}
Assistant
lookup_reference(reference="second-half")Reasoning
Payroll month 2026-08, which is second half. Look up reference second-half.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.05",
"cap": "4500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3300.00",
"middle_rate": "0.10",
"upper_rate": "0.24"
}
Assistant
{
"decision": "retrieve",
"field": "contribution_rate",
"value": "0.05",
"clauses": ["R1", "R3"]
}
Reasoning
contribution_rate = 0.05. Return retrieve JSON. Cite R1 and R3.
Rollout #3 100.0% passed · 3 tool calls · 5.6s · $0.0011
| 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 determine payroll month. Let's look at documents.
Tool
[
{"id": "6198d6e0c2d80f90-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="6198d6e0c2d80f90-payroll")Reasoning
Read the payroll document.
Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-08"}
}
Assistant
lookup_reference(reference="second-half")Reasoning
Month 2026-08, second-half presumably. Lookup reference second-half.
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.05",
"cap": "4500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3300.00",
"middle_rate": "0.10",
"upper_rate": "0.24"
}
Assistant
{
"decision": "retrieve",
"field": "contribution_rate",
"value": "0.05",
"clauses": ["R1", "R3"]
}
Reasoning
contribution_rate = 0.05. Answer fields: decision, field, value, clauses. Clauses cite R1 and R3. Value decimal string "0.05".