Luma Payroll Gym
← Heatmap / MiMo V2.6 Pro · Task 47
MiMo V2.6 Pro · Tool use · Task 47 (Traps, conflicting pay (future amendment)) Mean 100.0%
Field Expected Rollout #1 (100%) Rollout #2 (100%) Rollout #3 (100%)
decision clarify clarify clarify clarify
reason code CONFLICTING_GROSS_PAY CONFLICTING_GROSS_PAY CONFLICTING_GROSS_PAY CONFLICTING_GROSS_PAY
clauses R7 R9 R7 R9 R7 R9 R7 R9
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 · 5 tool calls · 17.8s · $0.0012
ComponentScoreClauses
decision 100.0% R7 R9
exact 100.0% R7 R9
field accuracy 100.0% R7 R9
citations 100.0% R7 R9
explanation 100.0% R7 R9
Assistant
list_documents()
Reasoning
Let me start by listing documents.
Tool
[
  {"id": "df45190a128d0c2c-payroll", "kind": "payroll"},
  {"id": "df45190a128d0c2c-contract", "kind": "contract"},
  {"id": "df45190a128d0c2c-amendment", "kind": "amendment"}
]
Assistant
read_document(document_id="df45190a128d0c2c-payroll")read_document(document_id="df45190a128d0c2c-contract")read_document(document_id="df45190a128d0c2c-amendment")
Reasoning
Read all three documents.
Tool
{
  "kind": "payroll",
  "record": {"gross_pay": "3807.00", "payroll_month": "2026-04", "allowed_deduction": "181.70"}
}
Tool
{
  "kind": "contract",
  "gross_pay": "3807.01"
}
Tool
{
  "kind": "amendment",
  "gross_pay": "3807.00",
  "approved": true,
  "effective_month": "2026-06"
}
Assistant
lookup_reference(reference="first-half")
Reasoning
Conflict: payroll gross 3807.00 vs contract 3807.01. They differ. Amendment: approved=true, gross_pay=3807.00 (equals payroll gross), but effective_month=2026-06 which is later than payroll month 2026-04. So it does not resolve the conflict (effective month must be no later than payroll month). Therefore clarification: CONFLICTING_GROSS_PAY, citing R7 and R9.

Order of checks: gross_pay present, payroll_month present, reference row exists (2026-04 → second-half? No — first-half covers months 1-6 presumably). Actually check 3: month without reference row. 2026-04 should have a row (first-half). But the conflict check comes after. Should I verify a reference row exists? Check order says check in order: missing gross, missing month, no reference, conflict. 2026-04 is within 2026, presumably covered. I could look up first-half to confirm, but the answer is clarify due to conflict regardless... unless no reference exists. Let me quickly check reference to be thorough — but not necessary? To follow order properly, I should confirm reference exists. Let me do lookup_reference first-half to confirm.

Actually, the conflict check is 4th; if no reference exists, reason would be NO_APPLICABLE_REFERENCE. Let me verify.
Tool
{
  "reference": "first-half",
  "months": ["2026-01", "2026-06"],
  "rate": "0.08",
  "cap": "5000.00",
  "deduction": "400.00",
  "free": "900.00",
  "upper": "3600.00",
  "middle_rate": "0.10",
  "upper_rate": "0.18"
}
Assistant
{
  "decision": "clarify",
  "reason_code": "CONFLICTING_GROSS_PAY",
  "clauses": ["R7", "R9"],
  "explanation": "The payroll record gross_pay 3807.00 and contract_gross_pay 3807.01 differ, and the only amendment (effective 2026-06) takes effect after payroll month 2026-04, so it does not resolve the conflict. Please provide an approved amendment effective no later than 2026-04 matching the payroll gross pay, or confirm the correct gross pay."
}
Reasoning
Reference row exists for 2026-04 (first-half covers 2026-01 through 2026-06). So check 3 passes. Check 4: contract_gross_pay 3807.01 differs from gross_pay 3807.00. Amendment: approved=true, amount 3807.00 equals payroll gross, but effective_month 2026-06 is later than payroll month 2026-04 → does not resolve. So clarify with CONFLICTING_GROSS_PAY, citing R7 and R9.

No monetary fields.
Rollout #2 100.0% passed · 4 tool calls · 8.6s · $0.0007
ComponentScoreClauses
decision 100.0% R7 R9
exact 100.0% R7 R9
field accuracy 100.0% R7 R9
citations 100.0% R7 R9
explanation 100.0% R7 R9
Assistant
list_documents()
Reasoning
Let me list documents first.
Tool
[
  {"id": "df45190a128d0c2c-payroll", "kind": "payroll"},
  {"id": "df45190a128d0c2c-contract", "kind": "contract"},
  {"id": "df45190a128d0c2c-amendment", "kind": "amendment"}
]
Assistant
read_document(document_id="df45190a128d0c2c-payroll")read_document(document_id="df45190a128d0c2c-contract")read_document(document_id="df45190a128d0c2c-amendment")
Reasoning
Read all three documents.
Tool
{
  "kind": "payroll",
  "record": {"gross_pay": "3807.00", "payroll_month": "2026-04", "allowed_deduction": "181.70"}
}
Tool
{
  "kind": "contract",
  "gross_pay": "3807.01"
}
Tool
{
  "kind": "amendment",
  "gross_pay": "3807.00",
  "approved": true,
  "effective_month": "2026-06"
}
Assistant
{
  "decision": "clarify",
  "reason_code": "CONFLICTING_GROSS_PAY",
  "clauses": ["R7", "R9"],
  "explanation": "The contract gross pay (3807.01) differs from the payroll gross pay (3807.00), and the amendment cannot resolve the conflict because its effective month (2026-06) is later than the payroll month (2026-04). Please provide an approved amendment effective no later than 2026-04 matching the payroll gross pay, or confirm which gross pay is correct."
}
Reasoning
Contract gross pay 3807.01 differs from payroll gross_pay 3807.00 → conflict. Amendment: approved=true, effective_month2026-06 which is later than payroll month 2026-04 → does not resolve (effective month must be no later than payroll month). So conflict unresolved → clarify with CONFLICTING_GROSS_PAY, cite R7 and R9.

Check order: gross_pay present, payroll_month present, month 2026-04 has reference row presumably. Conflict check is item 4. So decision clarify.
Rollout #3 100.0% passed · 5 tool calls · 18.0s · $0.0012
ComponentScoreClauses
decision 100.0% R7 R9
exact 100.0% R7 R9
field accuracy 100.0% R7 R9
citations 100.0% R7 R9
explanation 100.0% R7 R9
Assistant
list_documents()
Reasoning
Let me list documents first.
Tool
[
  {"id": "df45190a128d0c2c-payroll", "kind": "payroll"},
  {"id": "df45190a128d0c2c-contract", "kind": "contract"},
  {"id": "df45190a128d0c2c-amendment", "kind": "amendment"}
]
Assistant
read_document(document_id="df45190a128d0c2c-payroll")read_document(document_id="df45190a128d0c2c-contract")read_document(document_id="df45190a128d0c2c-amendment")
Reasoning
Read all three documents.
Tool
{
  "kind": "payroll",
  "record": {"gross_pay": "3807.00", "payroll_month": "2026-04", "allowed_deduction": "181.70"}
}
Tool
{
  "kind": "contract",
  "gross_pay": "3807.01"
}
Tool
{
  "kind": "amendment",
  "gross_pay": "3807.00",
  "approved": true,
  "effective_month": "2026-06"
}
Assistant
lookup_reference(reference="first-half")
Reasoning
Conflict: contract 3807.01 vs gross_pay 3807.00. Amendment: approved true, gross_pay 3807.00 matches payroll, but effective_month 2026-06 is later than payroll month 2026-04. So the amendment does NOT resolve the conflict (effective month must be no later than payroll month). So return clarify with CONFLICTING_GROSS_PAY, citing R7 and R9.

Wait — but check R7 order: gross_pay present, payroll_month present, reference row exists for 2026-04? Only2026 covered — need to check first-half/second-half lookup. But even before, the conflict check is #4. Actually order: check required and conflicting inputs in order1-4. Reference row absence is #3, conflict is #4. But we might want to check whether reference row exists... Actually for a conflict, we return CONFLICTING_GROSS_PAY regardless. But the order says check #3 first. However, since the conflict is unresolved, the answer is clarify either way (unless NO_APPLICABLE_REFERENCE also applies — then #3 takes priority). 2026-04 should have a reference row (first-half covers presumably Jan–Jun). Let me verify via lookup_reference to be safe.

Actually the answer for clarification: decision clarify, reason_code CONFLICTING_GROSS_PAY, clauses R7 and R9. Let me still verify reference exists so I don't mislabel. Hmm, but if reference doesn't exist, reason code would be NO_APPLICABLE_REFERENCE.2026 is covered per R1 "Only 2026 is covered". Let me check lookup first-half quickly to confirm effective months.
Tool
{
  "reference": "first-half",
  "months": ["2026-01", "2026-06"],
  "rate": "0.08",
  "cap": "5000.00",
  "deduction": "400.00",
  "free": "900.00",
  "upper": "3600.00",
  "middle_rate": "0.10",
  "upper_rate": "0.18"
}
Assistant
{
  "decision": "clarify",
  "reason_code": "CONFLICTING_GROSS_PAY",
  "clauses": ["R7", "R9"],
  "explanation": "The contract gross pay (3807.01) differs from the payroll record's gross pay (3807.00). The only amendment, although approved and matching the payroll amount, takes effect in 2026-06, which is later than the 2026-04 payroll month, so it does not resolve the conflict. Please provide an approved amendment effective no later than 2026-04 matching the payroll gross pay, or confirm the correct gross pay."
}
Reasoning
2026-04 falls within first-half (2026-01 to 2026-06), so a reference row exists. Therefore check #4: contract_gross_pay 3807.01 differs from gross_pay 3807.00. Amendment approved, amount matches payroll gross_pay, but effective_month 2026-06 is later than payroll month 2026-04 → does not resolve. So CONFLICTING_GROSS_PAY.

Answer JSON: decision clarify, reason_code CONFLICTING_GROSS_PAY, clauses ["R7","R9"], explanation.