# Question 7640: Same-Shape Matrix Sum and Both Transpose Routes

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This teaching derivation has second-context AI mathematical and bilingual semantic review, limited to the model and assumptions stated in this question. It has no human review or new Lean proof and does not promote the original question or MKO to Canonical truth.

R0014-07640 · q-20261012-advance-20261016-r02-matrix-0040



## Original question and givens

Use complete nonempty integer matrices with 1–5 rows and columns and 1-based external indices. Transposition is not inversion or reversal of element order. Same-shape M=[[2, 1, 0, -1, -2], [3, 2, 1, 0, -1], [4, 3, 2, 1, 0]], N=[[0, 1, 2, 3, 4], [-1, 0, 1, 2, 3], [-2, -1, 0, 1, 2]]. Give (shape of M, M+N, (M+N)ᵀ, Mᵀ+Nᵀ).


- G001 — Use complete nonempty integer matrices with 1–5 rows and columns and 1-based external indices. Transposition is not inversion or reversal of element order. Same-shape M=[[2, 1, 0, -1, -2], [3, 2, 1, 0, -1], [4, 3, 2, 1, 0]], N=[[0, 1, 2, 3, 4], [-1, 0, 1, 2, 3], [-2, -1, 0, 1, 2]]. Give (shape of M, M+N, (M+N)ᵀ, Mᵀ+Nᵀ).





## Definition and scope

Use the original question domain, assumptions and cited MKO definitions. This item has second-context mathematical and bilingual review, with the model, answer and every arithmetic step independently recomputed from the original parameters; the source question remains a candidate.


- [mko-matrix](https://ocme.evemisslab.com/en/mko/mko-matrix/)





## Step-by-step derivation

S001 · impliesBefore

M=[[2, 1, 0, -1, -2], [3, 2, 1, 0, -1], [4, 3, 2, 1, 0]];shape=[3, 5]

After

external indices start at1;transpose is not inverse

Conditions: none

First confirm a nonempty rectangular shape and complete integer entries.Transposition is defined for rectangular matrices without invertibility and is not matrix inversion.

Step identifiers and dependenciesRule: rectangular_matrix_scope · Uses: G001





S002 · impliesBefore

M transpose:source(1,1)=2

After

target(1,1)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S001





S003 · impliesBefore

M transpose:source(1,2)=1

After

target(2,1)=1

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S002





S004 · impliesBefore

M transpose:source(1,3)=0

After

target(3,1)=0

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S003





S005 · impliesBefore

M transpose:source(1,4)=-1

After

target(4,1)=-1

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S004





S006 · impliesBefore

M transpose:source(1,5)=-2

After

target(5,1)=-2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S005





S007 · impliesBefore

M transpose:source(2,1)=3

After

target(1,2)=3

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S006





S008 · impliesBefore

M transpose:source(2,2)=2

After

target(2,2)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S007





S009 · impliesBefore

M transpose:source(2,3)=1

After

target(3,2)=1

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S008





S010 · impliesBefore

M transpose:source(2,4)=0

After

target(4,2)=0

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S009





S011 · impliesBefore

M transpose:source(2,5)=-1

After

target(5,2)=-1

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S010





S012 · impliesBefore

M transpose:source(3,1)=4

After

target(1,3)=4

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S011





S013 · impliesBefore

M transpose:source(3,2)=3

After

target(2,3)=3

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S012





S014 · impliesBefore

M transpose:source(3,3)=2

After

target(3,3)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S013





S015 · impliesBefore

M transpose:source(3,4)=1

After

target(4,3)=1

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S014





S016 · impliesBefore

M transpose:source(3,5)=0

After

target(5,3)=0

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S015





S017 · impliesBefore

M shape=[3, 5];N shape=[3, 5]

After

same shape;entrywise sum permitted

Conditions: none

Matrix addition requires equal shapes first.Do not truncate,pad with zeros or broadcast to alter the original problem.

Step identifiers and dependenciesRule: matrix_sum_shape_guard · Uses: G001, S016





S018 · calculationBefore

M+N(1,1) := sum(2, 0)

After

M+N(1,1) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S017





S019 · calculationBefore

M+N(1,2) := sum(1, 1)

After

M+N(1,2) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S018





S020 · calculationBefore

M+N(1,3) := sum(0, 2)

After

M+N(1,3) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S019





S021 · calculationBefore

M+N(1,4) := sum(-1, 3)

After

M+N(1,4) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S020





S022 · calculationBefore

M+N(1,5) := sum(-2, 4)

After

M+N(1,5) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S021





S023 · calculationBefore

M+N(2,1) := sum(3, -1)

After

M+N(2,1) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S022





S024 · calculationBefore

M+N(2,2) := sum(2, 0)

After

M+N(2,2) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S023





S025 · calculationBefore

M+N(2,3) := sum(1, 1)

After

M+N(2,3) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S024





S026 · calculationBefore

M+N(2,4) := sum(0, 2)

After

M+N(2,4) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S025





S027 · calculationBefore

M+N(2,5) := sum(-1, 3)

After

M+N(2,5) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S026





S028 · calculationBefore

M+N(3,1) := sum(4, -2)

After

M+N(3,1) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S027





S029 · calculationBefore

M+N(3,2) := sum(3, -1)

After

M+N(3,2) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S028





S030 · calculationBefore

M+N(3,3) := sum(2, 0)

After

M+N(3,3) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S029





S031 · calculationBefore

M+N(3,4) := sum(1, 1)

After

M+N(3,4) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S030





S032 · calculationBefore

M+N(3,5) := sum(0, 2)

After

M+N(3,5) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S031





S033 · impliesBefore

sum transpose:source(1,1)=2

After

target(1,1)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S032





S034 · impliesBefore

sum transpose:source(1,2)=2

After

target(2,1)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S033





S035 · impliesBefore

sum transpose:source(1,3)=2

After

target(3,1)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S034





S036 · impliesBefore

sum transpose:source(1,4)=2

After

target(4,1)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S035





S037 · impliesBefore

sum transpose:source(1,5)=2

After

target(5,1)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S036





S038 · impliesBefore

sum transpose:source(2,1)=2

After

target(1,2)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S037





S039 · impliesBefore

sum transpose:source(2,2)=2

After

target(2,2)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S038





S040 · impliesBefore

sum transpose:source(2,3)=2

After

target(3,2)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S039





S041 · impliesBefore

sum transpose:source(2,4)=2

After

target(4,2)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S040





S042 · impliesBefore

sum transpose:source(2,5)=2

After

target(5,2)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S041





S043 · impliesBefore

sum transpose:source(3,1)=2

After

target(1,3)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S042





S044 · impliesBefore

sum transpose:source(3,2)=2

After

target(2,3)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S043





S045 · impliesBefore

sum transpose:source(3,3)=2

After

target(3,3)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S044





S046 · impliesBefore

sum transpose:source(3,4)=2

After

target(4,3)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S045





S047 · impliesBefore

sum transpose:source(3,5)=2

After

target(5,3)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S046





S048 · impliesBefore

N transpose:source(1,1)=0

After

target(1,1)=0

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S047





S049 · impliesBefore

N transpose:source(1,2)=1

After

target(2,1)=1

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S048





S050 · impliesBefore

N transpose:source(1,3)=2

After

target(3,1)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S049





S051 · impliesBefore

N transpose:source(1,4)=3

After

target(4,1)=3

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S050





S052 · impliesBefore

N transpose:source(1,5)=4

After

target(5,1)=4

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S051





S053 · impliesBefore

N transpose:source(2,1)=-1

After

target(1,2)=-1

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S052





S054 · impliesBefore

N transpose:source(2,2)=0

After

target(2,2)=0

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S053





S055 · impliesBefore

N transpose:source(2,3)=1

After

target(3,2)=1

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S054





S056 · impliesBefore

N transpose:source(2,4)=2

After

target(4,2)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S055





S057 · impliesBefore

N transpose:source(2,5)=3

After

target(5,2)=3

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S056





S058 · impliesBefore

N transpose:source(3,1)=-2

After

target(1,3)=-2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S057





S059 · impliesBefore

N transpose:source(3,2)=-1

After

target(2,3)=-1

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S058





S060 · impliesBefore

N transpose:source(3,3)=0

After

target(3,3)=0

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S059





S061 · impliesBefore

N transpose:source(3,4)=1

After

target(4,3)=1

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S060





S062 · impliesBefore

N transpose:source(3,5)=2

After

target(5,3)=2

Conditions: none

Transposition swaps row and column positions without changing the value.All displayed positions here are 1-based.

Step identifiers and dependenciesRule: transpose_coordinate_swap · Uses: G001, S061





S063 · calculationBefore

MT+NT(1,1) := sum(2, 0)

After

MT+NT(1,1) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S062





S064 · calculationBefore

MT+NT(1,2) := sum(3, -1)

After

MT+NT(1,2) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S063





S065 · calculationBefore

MT+NT(1,3) := sum(4, -2)

After

MT+NT(1,3) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S064





S066 · calculationBefore

MT+NT(2,1) := sum(1, 1)

After

MT+NT(2,1) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S065





S067 · calculationBefore

MT+NT(2,2) := sum(2, 0)

After

MT+NT(2,2) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S066





S068 · calculationBefore

MT+NT(2,3) := sum(3, -1)

After

MT+NT(2,3) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S067





S069 · calculationBefore

MT+NT(3,1) := sum(0, 2)

After

MT+NT(3,1) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S068





S070 · calculationBefore

MT+NT(3,2) := sum(1, 1)

After

MT+NT(3,2) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S069





S071 · calculationBefore

MT+NT(3,3) := sum(2, 0)

After

MT+NT(3,3) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S070





S072 · calculationBefore

MT+NT(4,1) := sum(-1, 3)

After

MT+NT(4,1) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S071





S073 · calculationBefore

MT+NT(4,2) := sum(0, 2)

After

MT+NT(4,2) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S072





S074 · calculationBefore

MT+NT(4,3) := sum(1, 1)

After

MT+NT(4,3) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S073





S075 · calculationBefore

MT+NT(5,1) := sum(-2, 4)

After

MT+NT(5,1) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S074





S076 · calculationBefore

MT+NT(5,2) := sum(-1, 3)

After

MT+NT(5,2) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S075





S077 · calculationBefore

MT+NT(5,3) := sum(0, 2)

After

MT+NT(5,3) = 2

Conditions: none

Add the already aligned component or position,without mixing coordinates.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S076





S078 · impliesBefore

left=[[2, 2, 2], [2, 2, 2], [2, 2, 2], [2, 2, 2], [2, 2, 2]];right=[[2, 2, 2], [2, 2, 2], [2, 2, 2], [2, 2, 2], [2, 2, 2]]

After

same value at every transposed coordinate

Conditions: none

One route adds before swapping positions;the other swaps each matrix first and then adds.Both use the same original entry pair.

Step identifiers and dependenciesRule: transpose_sum_two_routes · Uses: G001, S077









## Reverse checks


- S078 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S077 · premise_and_result_audit — Recompute MT+NT(5,3) with exact rational arithmetic, not rounded decimals.
- S076 · premise_and_result_audit — Recompute MT+NT(5,2) with exact rational arithmetic, not rounded decimals.
- S075 · premise_and_result_audit — Recompute MT+NT(5,1) with exact rational arithmetic, not rounded decimals.
- S074 · premise_and_result_audit — Recompute MT+NT(4,3) with exact rational arithmetic, not rounded decimals.
- S073 · premise_and_result_audit — Recompute MT+NT(4,2) with exact rational arithmetic, not rounded decimals.
- S072 · premise_and_result_audit — Recompute MT+NT(4,1) with exact rational arithmetic, not rounded decimals.
- S071 · premise_and_result_audit — Recompute MT+NT(3,3) with exact rational arithmetic, not rounded decimals.
- S070 · premise_and_result_audit — Recompute MT+NT(3,2) with exact rational arithmetic, not rounded decimals.
- S069 · premise_and_result_audit — Recompute MT+NT(3,1) with exact rational arithmetic, not rounded decimals.
- S068 · premise_and_result_audit — Recompute MT+NT(2,3) with exact rational arithmetic, not rounded decimals.
- S067 · premise_and_result_audit — Recompute MT+NT(2,2) with exact rational arithmetic, not rounded decimals.
- S066 · premise_and_result_audit — Recompute MT+NT(2,1) with exact rational arithmetic, not rounded decimals.
- S065 · premise_and_result_audit — Recompute MT+NT(1,3) with exact rational arithmetic, not rounded decimals.
- S064 · premise_and_result_audit — Recompute MT+NT(1,2) with exact rational arithmetic, not rounded decimals.
- S063 · premise_and_result_audit — Recompute MT+NT(1,1) with exact rational arithmetic, not rounded decimals.
- S062 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S061 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S060 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S059 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S058 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S057 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S056 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S055 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S054 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S053 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S052 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S051 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S050 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S049 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S048 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S047 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S046 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S045 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S044 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S043 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S042 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S041 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S040 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S039 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S038 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S037 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S036 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S035 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S034 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S033 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S032 · premise_and_result_audit — Recompute M+N(3,5) with exact rational arithmetic, not rounded decimals.
- S031 · premise_and_result_audit — Recompute M+N(3,4) with exact rational arithmetic, not rounded decimals.
- S030 · premise_and_result_audit — Recompute M+N(3,3) with exact rational arithmetic, not rounded decimals.
- S029 · premise_and_result_audit — Recompute M+N(3,2) with exact rational arithmetic, not rounded decimals.
- S028 · premise_and_result_audit — Recompute M+N(3,1) with exact rational arithmetic, not rounded decimals.
- S027 · premise_and_result_audit — Recompute M+N(2,5) with exact rational arithmetic, not rounded decimals.
- S026 · premise_and_result_audit — Recompute M+N(2,4) with exact rational arithmetic, not rounded decimals.
- S025 · premise_and_result_audit — Recompute M+N(2,3) with exact rational arithmetic, not rounded decimals.
- S024 · premise_and_result_audit — Recompute M+N(2,2) with exact rational arithmetic, not rounded decimals.
- S023 · premise_and_result_audit — Recompute M+N(2,1) with exact rational arithmetic, not rounded decimals.
- S022 · premise_and_result_audit — Recompute M+N(1,5) with exact rational arithmetic, not rounded decimals.
- S021 · premise_and_result_audit — Recompute M+N(1,4) with exact rational arithmetic, not rounded decimals.
- S020 · premise_and_result_audit — Recompute M+N(1,3) with exact rational arithmetic, not rounded decimals.
- S019 · premise_and_result_audit — Recompute M+N(1,2) with exact rational arithmetic, not rounded decimals.
- S018 · premise_and_result_audit — Recompute M+N(1,1) with exact rational arithmetic, not rounded decimals.
- S017 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S016 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S015 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S014 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S013 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S012 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S011 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S010 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S009 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S008 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S007 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S006 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S005 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S004 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S003 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S002 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S001 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.





## Result

([3, 5], [[2, 2, 2, 2, 2], [2, 2, 2, 2, 2], [2, 2, 2, 2, 2]], [[2, 2, 2], [2, 2, 2], [2, 2, 2], [2, 2, 2], [2, 2, 2]], [[2, 2, 2], [2, 2, 2], [2, 2, 2], [2, 2, 2], [2, 2, 2]])

The full substitutions and premise checks give the original answer; source identity,format and status are unchanged.





## This question review and source binding

Review date: 2026-10-26

Original questions, answers, step expressions, numeric ASTs and historical records are retained. Source candidate labels remain historical and are not overwritten as formal proof.

Source hashes and review receipts
- input commit: 0f7be61e2c22317a4075561dc822c87d881a50db
- original question SHA-256: 5843a8cb1ed130fa0fe7f0c9f95bf9872dda1385118af50bd0208fe1c39dfa86
- candidate record SHA-256: fee8880aca1902474687fa44e0e134cbf09fa584c7cd3e6432b3e23473fbdf78
- semantic review receipt SHA-256: 23ba8196e85a09c03add0a87f96bec5d67a00dc648d1d68eef89101525b41a77
- question-first witness SHA-256: 17d59afc327b7cb8b6e588686d6dc1abbccd384d8ba32b8c046652f96821d705
- Lean: NOT_RUN · human review: NOT_PERFORMED

[Same-source full JSON](https://ocme.evemisslab.com/data/question-derivations/questions/q-20261012-advance-20261016-r02-matrix-0040.json)




