← Heatmap / DeepSeek V4.1 Flash · Task 100
DeepSeek V4.1 Flash · Tool use · Task 100 (Traps, missing month)
Mean 100.0%
| Field | Expected | Rollout #1 (100%) | Rollout #2 (100%) | Rollout #3 (100%) |
|---|---|---|---|---|
| decision | clarify | clarify | clarify | clarify |
| reason code | MISSING_PAYROLL_MONTH | MISSING_PAYROLL_MONTH | MISSING_PAYROLL_MONTH | MISSING_PAYROLL_MONTH |
| clauses | R1 R7 | R1 R7 | R1 R7 | R1 R7 |
Prompt
Process this monthly payroll record under the supplied rulebook. Return the R6 or R7 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 · 2 tool calls · 4.1s · $0.0009
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R7 |
| exact | 100.0% | R1 R7 |
| field accuracy | 100.0% | R1 R7 |
| citations | 100.0% | R1 R7 |
| explanation | 100.0% | R1 R7 |
Assistant
list_documents()Reasoning
Let me start by listing documents.
Tool
[
{"id": "1fabc2eef64bc4c8-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="1fabc2eef64bc4c8-payroll")Reasoning
Let me read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "3432.38", "allowed_deduction": "79.13"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay (3432.38) and allowed_deduction (79.13) but no payroll_month, which is required to select the reference row. Please provide the payroll month in YYYY-MM format (a 2026 month) so the applicable rates can be determined."
}
Reasoning
The record has gross_pay 3432.38, allowed_deduction 79.13. But no payroll_month! Let me check. The record only has gross_pay and allowed_deduction. No payroll_month. So missing payroll_month → clarify MISSING_PAYROLL_MONTH. Wait, but R7 order: 1. Missing gross_pay. 2. Missing payroll_month. Gross_pay is present. payroll_month is missing. So return clarify with reason_code MISSING_PAYROLL_MONTH, citing R1 and R7. Hmm, but let me double-check whether there might be other documents. Only one document. Let me re-read: record has gross_pay and allowed_deduction. No payroll_month. So MISSING_PAYROLL_MONTH. Actually wait, let me make sure I'm not missing a month somewhere. The document is the only one. So yes, missing payroll_month. Return decision clarify, reason_code MISSING_PAYROLL_MONTH, clauses R1, R7, and explanation. Let me construct the JSON.
Rollout #2 100.0% passed · 3 tool calls · 11.0s · $0.0024
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R7 |
| exact | 100.0% | R1 R7 |
| field accuracy | 100.0% | R1 R7 |
| citations | 100.0% | R1 R7 |
| explanation | 100.0% | R1 R7 |
Assistant
list_documents()Reasoning
Let me start by listing documents.
Tool
[
{"id": "1fabc2eef64bc4c8-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="1fabc2eef64bc4c8-payroll")Reasoning
Read the document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "3432.38", "allowed_deduction": "79.13"}
}
Assistant
read_document(document_id="1fabc2eef64bc4c8-payroll")Reasoning
The payroll record has gross_pay 3432.38, allowed_deduction 79.13. But no payroll_month! Wait, R1 says gross_pay and payroll_month are required. The record doesn't include payroll_month. Hmm.
Wait, the record only has gross_pay and allowed_deduction. There's no payroll_month. Let me check... The record is {"gross_pay": "3432.38", "allowed_deduction": "79.13"}. No payroll_month.
Hmm, that means missing payroll_month → clarify MISSING_PAYROLL_MONTH citing R1 and R7.
But wait, maybe payroll_month is elsewhere. Let me re-read. The document kind is "payroll", record has gross_pay and allowed_deduction. No month.
Hmm, but maybe I need to check other documents. Only one document. So payroll_month is missing.
Actually wait, let me reconsider. The task says "Process this monthly payroll record". The record lacks payroll_month. So per R7 order: 1. Missing gross_pay? No, present. 2. Missing payroll_month? Yes → clarify MISSING_PAYROLL_MONTH.
Hmm, but that seems too simple. Let me double-check whether the month might be embedded. The record doesn't have it. Let me re-read the document carefully—maybe there's more.
The output: {"kind": "payroll", "record": {"gross_pay": "3432.38", "allowed_deduction": "79.13"}}. That's it.
So payroll_month is missing. Return clarify MISSING_PAYROLL_MONTH.
Hmm, but wait—maybe I should double check there isn't a hidden field. Let me re-read. No.
Actually, hold on. Let me reconsider. Perhaps the case intends the month to be derived... no, R1 says select reference row using payroll month. Missing payroll_month → clarify.
But this seems odd for a task. Let me reconsider: maybe the document has additional info I'm not seeing. The read_document returned the full record. It's just gross_pay and allowed_deduction.
Hmm, but actually maybe the month is provided in the prompt context that I'm missing? The user prompt says "Retrieve the case inputs with list_documents and read_document." No month given.
So answer: clarify, MISSING_PAYROLL_MONTH, clauses R1 and R7.
Wait, but let me reconsider the order. Actually the record might be considered to have all needed... no. Let me just be careful: R7 step 2 explicitly: Missing payroll_month → clarify MISSING_PAYROLL_MONTH citing R1 and R7.
But hold on, is it possible that the month is present but I need to look more carefully? Let me re-read the raw output once more: `{"kind": "payroll", "record": {"gross_pay": "3432.38", "allowed_deduction": "79.13"}}`. No month field.
Hmm, this is a trap. Actually, wait. Let me reconsider—maybe there are more documents that list_documents didn't show? It showed one. Let me maybe call list_documents again? No.
Actually, I wonder if the intended answer is a calculation and the month is somehow implied. But rules are strict: missing payroll_month → clarify.
Hmm, but let me reconsider. Could this be a case where the month is actually not needed because... no, R1 requires it.
Let me reconsider: The task might be designed so that the payroll record is complete in a normal case, but here the month is genuinely missing. That's the trap → MISSING_PAYROLL_MONTH.
Actually wait, I should double check by re-reading the document—maybe read_document returns different content. Let me just trust it.
Hmm, but actually, let me reconsider whether the month could be a separate field that got truncated. Unlikely.
So final answer:
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "..."
}
The rules say "For clarification include a short explanation naming the unresolved blocker and asking for its resolution."
Let me write explanation: "The payroll record does not include a payroll_month, so no reference row can be selected. Please provide the payroll month in YYYY-MM format (2026)."
Clauses: R1 and R7.
Wait, but should I also verify gross_pay validity? gross_pay is present and valid. R7 step 1 not triggered. Step 2 triggered.
Hmm, but actually let me reconsider once more. Is it possible the record is missing payroll_month but the task wants me to still... No. R7 is explicit.
Actually, let me reconsider whether there might be a hidden second document. list_documents returned only one. OK.
Let me finalize. But wait—I want to be extra careful. Let me re-read the document one more time to make sure there's no "payroll_month" field. The response is definitive.
So the answer is clarify MISSING_PAYROLL_MONTH.
Hmm, but actually, this feels like maybe I'm missing something. Let me reconsider: the problem says "Process this monthly payroll record under the supplied rulebook." Perhaps the record is deliberately missing the month to test R7 ordering. Yes.
Final answer.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "3432.38", "allowed_deduction": "79.13"}
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay and allowed_deduction but no payroll_month, so no reference row can be selected and payroll cannot be determined. Please provide the payroll month in YYYY-MM format (a 2026 month)."
}
Reasoning
Confirmed: no payroll_month. So clarify MISSING_PAYROLL_MONTH, citing R1 and R7.
Rollout #3 100.0% passed · 4 tool calls · 9.2s · $0.0015
| Component | Score | Clauses |
|---|---|---|
| decision | 100.0% | R1 R7 |
| exact | 100.0% | R1 R7 |
| field accuracy | 100.0% | R1 R7 |
| citations | 100.0% | R1 R7 |
| explanation | 100.0% | R1 R7 |
Assistant
list_documents()Reasoning
Let me start by listing documents.
Tool
[
{"id": "1fabc2eef64bc4c8-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="1fabc2eef64bc4c8-payroll")Reasoning
Let me read the payroll document.
Tool
{
"kind": "payroll",
"record": {"gross_pay": "3432.38", "allowed_deduction": "79.13"}
}
Assistant
lookup_reference(reference="first-half")lookup_reference(reference="second-half")Reasoning
The record has gross_pay and allowed_deduction but no payroll_month. Wait, let me check. The record: {"gross_pay": "3432.38", "allowed_deduction": "79.13"}. No payroll_month. Hmm, but maybe there's a reference table to select. Let me check lookup_reference for first-half and second-half.
Actually R7 step 2: Missing payroll_month: return clarify MISSING_PAYROLL_MONTH. But wait, maybe the payroll_month is elsewhere. Let me check if there's more. The document only shows gross_pay and allowed_deduction. So payroll_month is missing.
Hmm, but let me double check by looking at reference tables—maybe they indicate months. But the payroll record doesn't have a month. Let me look at lookup_reference anyway.
Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.07",
"cap": "3500.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "2800.00",
"middle_rate": "0.08",
"upper_rate": "0.24"
}
Tool
{
"reference": "second-half",
"months": ["2026-07", "2026-12"],
"rate": "0.04",
"cap": "3500.00",
"deduction": "400.00",
"free": "900.00",
"upper": "3000.00",
"middle_rate": "0.10",
"upper_rate": "0.18"
}
Assistant
{
"decision": "clarify",
"reason_code": "MISSING_PAYROLL_MONTH",
"clauses": ["R1", "R7"],
"explanation": "The payroll record supplies gross_pay and allowed_deduction but no payroll_month, so no reference row can be selected. Missing required payroll_month must be clarified under R7. Please provide the payroll month in YYYY-MM format (a 2026 month)."
}
Reasoning
The payroll record has no payroll_month. So per R7 step 2, missing payroll_month → clarify MISSING_PAYROLL_MONTH. Wait, but let me re-read the record. The record only has gross_pay and allowed_deduction. No payroll_month. So we must return clarify with reason_code MISSING_PAYROLL_MONTH, citing R1 and R7. Order of checks: 1. Missing gross_pay — gross_pay present. 2. Missing payroll_month — yes missing. Return clarify. So answer: decision clarify, reason_code MISSING_PAYROLL_MONTH, clauses ["R1","R7"], plus explanation.