← Heatmap / GLM 5.3 Flash · Task 66
GLM 5.3 Flash · Tool use · Task 66 (Retrieval, contribution cap)
Mean 50.0%
| Field | Expected | Rollout #1 (-50%) | Rollout #2 (100%) | Rollout #3 (100%) |
|---|---|---|---|---|
| decision | retrieve | (malformed) | retrieve | retrieve |
| field | contribution_cap | (malformed) | contribution_cap | contribution_cap |
| value | 3500.00 | (malformed) | 3500.00 | 3500.00 |
| clauses | R1 R3 | (malformed) | R1 R3 | R1 R3 |
Prompt
Retrieve contribution_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 -50.0% malformed · 3 tool calls · 4.6s · $0.0013
| Component | Score | Clauses |
|---|---|---|
| decision | 0.0% | R1 R3 |
| exact | 0.0% | R1 R3 |
| field accuracy | 0.0% | R1 R3 |
| citations | 0.0% | R1 R3 |
Assistant
list_documents()Reasoning
Retrieve task: need payroll month from documents.
Tool
[
{"id": "84df35bacd23f57c-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="84df35bacd23f57c-payroll")Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-05"}
}
Assistant
lookup_reference(reference="first-half")Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.07",
"cap": "3500.00",
"deduction": "400.00",
"free": "900.00",
"upper": "3000.00",
"middle_rate": "0.12",
"upper_rate": "0.22"
}
Assistant
```json
{"decision": "retrieve", "field": "contribution_cap", "value": "3500.00", "clauses": ["R1", "R3"]}
```
Reasoning
Months 2026-01 through 2026-06 presumably. 2026-05 is covered by first-half. Cap = 3500.00.
Rollout #2 100.0% passed · 4 tool calls · 5.1s · $0.0016
| 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
Retrieve contribution_cap. Need payroll month from documents.
Tool
[
{"id": "84df35bacd23f57c-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="84df35bacd23f57c-payroll")Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-05"}
}
Assistant
lookup_reference(reference="first-half")Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.07",
"cap": "3500.00",
"deduction": "400.00",
"free": "900.00",
"upper": "3000.00",
"middle_rate": "0.12",
"upper_rate": "0.22"
}
Assistant
calculate(program="cap = 3500.00")Reasoning
2026-05 falls in first half (2026-01 to 2026-06). Cap = 3500.00.
Tool
{
"results": {"cap": "3500.00"}
}
Assistant
{
"decision": "retrieve",
"field": "contribution_cap",
"value": "3500.00",
"clauses": ["R1", "R3"]
}
Rollout #3 100.0% passed · 3 tool calls · 5.1s · $0.0013
| 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 get documents and reference.
Tool
[
{"id": "84df35bacd23f57c-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="84df35bacd23f57c-payroll")Tool
{
"kind": "payroll",
"record": {"payroll_month": "2026-05"}
}
Assistant
lookup_reference(reference="first-half")Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.07",
"cap": "3500.00",
"deduction": "400.00",
"free": "900.00",
"upper": "3000.00",
"middle_rate": "0.12",
"upper_rate": "0.22"
}
Assistant
{
"decision": "retrieve",
"field": "contribution_cap",
"value": "3500.00",
"clauses": ["R1", "R3"]
}
Reasoning
Month 2026-05 falls within first-half (2026-01 through 2026-06 presumably). Cap = 3500.00.