Task 17 · MiMo V2.6 Pro

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MiMo V2.6 Pro · Tool use · Task 17 (Calculation, at the tax-free line) Mean 100.0%

Field	Expected	Rollout #1 (100%)	Rollout #2 (100%)	Rollout #3 (100%)
decision	calculate	calculate	calculate	calculate
currency	LCR	LCR	LCR	LCR
gross pay	1430.25	1430.25	1430.25	1430.25
employee contribution	114.42	114.42	114.42	114.42
allowed deduction	115.82	115.82	115.82	115.82
taxable pay	1200.01	1200.01	1200.01	1200.01
income tax	0.00	0.00	0.00	0.00
net pay	1200.01	1200.01	1200.01	1200.01
clauses	R1 R2 R3 R4 R5 R6	R1 R2 R3 R4 R5 R6	R1 R2 R3 R4 R5 R6	R1 R2 R3 R4 R5 R6

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 · 24.9s · $0.0012

Component	Score	Clauses
decision	100.0%	R1 R2 R3 R4 R5 R6
exact	100.0%	R1 R2 R3 R4 R5 R6
field accuracy	100.0%	R1 R2 R3 R4 R5 R6
citations	100.0%	R1 R2 R3 R4 R5 R6

Assistant

list_documents()

Reasoning

Let me list documents first.

Tool

[
  {"id": "c0b6cf337e756b28-payroll", "kind": "payroll"},
  {"id": "c0b6cf337e756b28-contract", "kind": "contract"}
]

Assistant

read_document(document_id="c0b6cf337e756b28-payroll")read_document(document_id="c0b6cf337e756b28-contract")

Reasoning

Read both documents.

Tool

{
  "kind": "payroll",
  "record": {"gross_pay": "1430.25", "payroll_month": "2026-03", "allowed_deduction": "115.82"}
}

Tool

{
  "kind": "contract",
  "gross_pay": "1430.25"
}

Assistant

lookup_reference(reference="first-half")

Reasoning

Payroll month 2026-03 → first-half reference. Contract gross matches payroll gross, so no conflict. Lookup first-half.

Tool

{
  "reference": "first-half",
  "months": ["2026-01", "2026-06"],
  "rate": "0.08",
  "cap": "4000.00",
  "deduction": "400.00",
  "free": "1200.00",
  "upper": "3000.00",
  "middle_rate": "0.14",
  "upper_rate": "0.18"
}

Assistant

calculate(program="contribution = round(min(1430.25, 4000.00) * 0.08, 2)\nallowed = min(115.82, 400.00, 1430.25 - contribution)\ntaxable = 1430.25 - contribution - allowed\ntax = round((min(taxable, 3000.00) - 1200.00) * 0.14 + max(taxable - 3000.00, 0) * 0.18, 2)\nnet = 1430.25 - contribution - allowed - tax")

Reasoning

Gross pay 1430.25, contribution = min(1430.25, 4000) * 0.08 = 114.42.

Allowed deduction 115.82. Cap 400. Gross - contribution = 1430.25 - 114.42 = 1315.83. 115.82 ≤ 1315.83 and ≤ 400. OK.

Taxable = 1430.25 - 114.42 - 115.82 = 1200.01.

Tax: free 1200. Taxable 1200.01 → 0.01 above free, up to 3000 at 0.14 → 0.0014, rounds to 0.00.

Net = 1430.25 - 114.42 - 115.82 - 0.00 = 1200.01.

Let me verify with calculate.

Tool

{
  "results": {"contribution": "114.42", "allowed": "115.82", "taxable": "1200.01", "tax": "0.00", "net": "1200.01"}
}

Assistant

{
  "decision": "calculate",
  "currency": "LCR",
  "gross_pay": "1430.25",
  "employee_contribution": "114.42",
  "allowed_deduction": "115.82",
  "taxable_pay": "1200.01",
  "income_tax": "0.00",
  "net_pay": "1200.01",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}

Reasoning

Tax: taxable 1200.01, free 1200, so taxable above free = 0.01, taxed at 0.14 = 0.0014 → rounds to 0.00. Correct.

Rollout #2 100.0% passed · 5 tool calls · 25.2s · $0.0015

Component	Score	Clauses
decision	100.0%	R1 R2 R3 R4 R5 R6
exact	100.0%	R1 R2 R3 R4 R5 R6
field accuracy	100.0%	R1 R2 R3 R4 R5 R6
citations	100.0%	R1 R2 R3 R4 R5 R6

Assistant

list_documents()

Reasoning

Let's start by listing documents.

Tool

[
  {"id": "c0b6cf337e756b28-payroll", "kind": "payroll"},
  {"id": "c0b6cf337e756b28-contract", "kind": "contract"}
]

Assistant

read_document(document_id="c0b6cf337e756b28-payroll")read_document(document_id="c0b6cf337e756b28-contract")

Reasoning

Read both documents.

Tool

{
  "kind": "payroll",
  "record": {"gross_pay": "1430.25", "payroll_month": "2026-03", "allowed_deduction": "115.82"}
}

Tool

{
  "kind": "contract",
  "gross_pay": "1430.25"
}

Assistant

lookup_reference(reference="first-half")

Reasoning

Payroll month 2026-03, gross pay 1430.25, contract gross pay matches (1430.25). No conflict. Allowed deduction 115.82.

March 2026 is in the first half of the year (Jan–Jun), so lookup first-half reference.

Note R1: "When showing old and current rows together, only the row covering the payroll month applies." Lookup reference first-half.

Tool

{
  "reference": "first-half",
  "months": ["2026-01", "2026-06"],
  "rate": "0.08",
  "cap": "4000.00",
  "deduction": "400.00",
  "free": "1200.00",
  "upper": "3000.00",
  "middle_rate": "0.14",
  "upper_rate": "0.18"
}

Assistant

calculate(program="contribution = round(min(1430.25, 4000.00) * 0.08, 2)\ntaxable_pay = 1430.25 - contribution - 115.82\nbracket = taxable_pay - 1200.00\nmiddle_part = max(0.00, min(taxable_pay, 3000.00) - 1200.00)\nupper_part = max(0.00, taxable_pay - 3000.00)\nincome_tax = round(middle_part * 0.14 + upper_part * 0.18, 2)\nnet_pay = 1430.25 - contribution - 115.82 - income_tax")

Reasoning

First-half row covers 2026-01 through 2026-06 (inclusive). March 2026 applies.

Rate: 0.08, cap: 4000.00, deduction cap: 400.00, free: 1200.00, upper: 3000.00, middle_rate: 0.14, upper_rate: 0.18.

Contribution = 0.08 * min(1430.25, 4000.00) = 0.08 * 1430.25 = 114.42.

Allowed deduction 115.82 ≤ 400.00 ✓. Also ≤ gross - contribution = 1430.25 - 114.42 = 1315.83 ✓.

Taxable pay = 1430.25 - 114.42 - 115.82 = 1200.01.

Income tax: free 1200.00. Taxable 1200.01, portion above free up to upper (3000) = 0.01 at 0.14 = 0.0014. Round total to 2 decimals half up → 0.00.

Net pay = 1430.25 - 114.42 - 115.82 - 0.00 = 1200.01.

Let me verify with calculate.

Tool

{
  "results": {"contribution": "114.42", "taxable_pay": "1200.01", "bracket": "0.01", "middle_part": "0.01", "upper_part": "0.00", "income_tax": "0.00", "net_pay": "1200.01"}
}

Assistant

{
  "decision": "calculate",
  "currency": "LCR",
  "gross_pay": "1430.25",
  "employee_contribution": "114.42",
  "allowed_deduction": "115.82",
  "taxable_pay": "1200.01",
  "income_tax": "0.00",
  "net_pay": "1200.01",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}

Reasoning

All checks pass. Contract matches gross pay, no amendment needed. Return calculated answer citing R1-R6.

Rollout #3 100.0% passed · 5 tool calls · 27.8s · $0.0013

Component	Score	Clauses
decision	100.0%	R1 R2 R3 R4 R5 R6
exact	100.0%	R1 R2 R3 R4 R5 R6
field accuracy	100.0%	R1 R2 R3 R4 R5 R6
citations	100.0%	R1 R2 R3 R4 R5 R6

Assistant

list_documents()

Reasoning

Let me start by listing documents.

Tool

[
  {"id": "c0b6cf337e756b28-payroll", "kind": "payroll"},
  {"id": "c0b6cf337e756b28-contract", "kind": "contract"}
]

Assistant

read_document(document_id="c0b6cf337e756b28-payroll")read_document(document_id="c0b6cf337e756b28-contract")

Reasoning

Read both documents.

Tool

{
  "kind": "payroll",
  "record": {"gross_pay": "1430.25", "payroll_month": "2026-03", "allowed_deduction": "115.82"}
}

Tool

{
  "kind": "contract",
  "gross_pay": "1430.25"
}

Assistant

lookup_reference(reference="first-half")

Reasoning

Payroll month 2026-03 → first-half row (months Jan–Jun presumably). Let me lookup first-half reference.

Contract gross pay matches payroll gross pay (1430.25), so no conflict. No amendment needed.

Tool

{
  "reference": "first-half",
  "months": ["2026-01", "2026-06"],
  "rate": "0.08",
  "cap": "4000.00",
  "deduction": "400.00",
  "free": "1200.00",
  "upper": "3000.00",
  "middle_rate": "0.14",
  "upper_rate": "0.18"
}

Assistant

calculate(program="contribution = round(min(1430.25, 4000.00) * 0.08, 2)\ndeduction_check = min(115.82, 400.00, 1430.25 - contribution)\ntaxable = 1430.25 - contribution - deduction_check\nmiddle_portion = min(max(taxable - 1200.00, 0.00), 3000.00 - 1200.00)\nupper_portion = max(taxable - 3000.00, 0.00)\nincome_tax = round(middle_portion * 0.14 + upper_portion * 0.18, 2)\nnet_pay = 1430.25 - contribution - deduction_check - income_tax")

Reasoning

Gross pay 1430.25, cap 4000. Contribution = 1430.25 * 0.08 = 114.42.

Allowed deduction 115.82 ≤400.00 cap, and ≤ gross - contribution = 1430.25 - 114.42 = 1315.83. OK.

Taxable = 1430.25 - 114.42 - 115.82 = 1200.01.

Tax: free 1200. Taxable 1200.01 → above free by 0.01, up to upper 3000 → middle rate 0.14. Tax = 0.01 * 0.14 = 0.0014 → rounds to 0.00.

Net = 1430.25 - 114.42 - 115.82 - 0.00 = 1200.01.

Let me verify with calculate.

Tool

{
  "results": {"contribution": "114.42", "deduction_check": "115.82", "taxable": "1200.01", "middle_portion": "0.01", "upper_portion": "0.00", "income_tax": "0.00", "net_pay": "1200.01"}
}

Assistant

{
  "decision": "calculate",
  "currency": "LCR",
  "gross_pay": "1430.25",
  "employee_contribution": "114.42",
  "allowed_deduction": "115.82",
  "taxable_pay": "1200.01",
  "income_tax": "0.00",
  "net_pay": "1200.01",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}

Reasoning

Contract gross pay matches payroll gross pay exactly, so no conflict and no amendment needed. R9 not needed in citations (amendment only cited when needed to resolve conflict). Calculated answers cite R1-R6.