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Question 32875: Both Values in a Matrix Scalar Identity

On this page
  1. Original question and givens
  2. Definition and scope
  3. Step-by-step derivation
  4. Reverse checks
  5. Result
  6. This question review and source binding

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← Question derivation index · Original question batch

R0064-32875 · q-20261006-advance-20261007-r02-linear-transformation-0100

Original question and givens

Over R, the 2×2 matrix is M=[[12, 1], [-2, 25]]. In the fixed standard basis, T:R²→R² is T(x)=Mx, with column vectors. For u=[12, 25] and c=5, compute T(cu) and cT(u). Answer as left vector = right vector.

  • G001 — Over R, the 2×2 matrix is M=[[12, 1], [-2, 25]]. In the fixed standard basis, T:R²→R² is T(x)=Mx, with column vectors. For u=[12, 25] and c=5, compute T(cu) and cT(u). Answer as left vector = right vector.

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.

Step-by-step derivation

S001 · implies

Before

source roles = [qf-linear-map-homogeneity-values, homogeneity_values, reals, []]

After

derived = [[VECTOR_EQUALS_VECTOR_STRING]]

Conditions: none

Legacy banks enforce their exact source keys/operation/domain.BASE integers retain metadata without treating it as an oracle.Distinguish NUMBER,string,fraction pair and vector equality formats;retain original bilingual data/AST/status.

Step identifiers and dependencies

Rule: R64_SOURCE_exact_legacy_interface_BASE_metadata_AND_output_roles · Uses: G001

S002 · calculation

Before

Homogeneity ORIGINAL c times u ORIGINAL component0 := mul(5, 12)

After

Homogeneity ORIGINAL c times u ORIGINAL component0 = 60

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S001

S003 · calculation

Before

Homogeneity ORIGINAL c times u ORIGINAL component1 := mul(5, 25)

After

Homogeneity ORIGINAL c times u ORIGINAL component1 = 125

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S002

S004 · calculation

Before

Homogeneity LEFT M of scaled input ORIGINAL row0 column0 product := mul(12, 60)

After

Homogeneity LEFT M of scaled input ORIGINAL row0 column0 product = 720

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S003

S005 · calculation

Before

Homogeneity LEFT M of scaled input ORIGINAL row0 column1 product := mul(1, 125)

After

Homogeneity LEFT M of scaled input ORIGINAL row0 column1 product = 125

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S004

S006 · calculation

Before

Homogeneity LEFT M of scaled input ORIGINAL row0 two products sum := sum(720, 125)

After

Homogeneity LEFT M of scaled input ORIGINAL row0 two products sum = 845

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S005

S007 · implies

Before

source roles = [Homogeneity LEFT M of scaled input, 0, [12, 1], [60, 125]]

After

derived = [[720, 125], 845]

Conditions: none

In the fixed standard basis,use row-by-column and add BOTH products.Derived vector components may exceed SAFE;do not reparse them as RAW vectors.

Step identifiers and dependencies

Rule: LinearMap_EACH_row_by_column_component_ALL_products · Uses: G001, S006

S008 · calculation

Before

Homogeneity LEFT M of scaled input ORIGINAL row1 column0 product := mul(-2, 60)

After

Homogeneity LEFT M of scaled input ORIGINAL row1 column0 product = -120

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S007

S009 · calculation

Before

Homogeneity LEFT M of scaled input ORIGINAL row1 column1 product := mul(25, 125)

After

Homogeneity LEFT M of scaled input ORIGINAL row1 column1 product = 3125

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S008

S010 · calculation

Before

Homogeneity LEFT M of scaled input ORIGINAL row1 two products sum := sum(-120, 3125)

After

Homogeneity LEFT M of scaled input ORIGINAL row1 two products sum = 3005

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S009

S011 · implies

Before

source roles = [Homogeneity LEFT M of scaled input, 1, [-2, 25], [60, 125]]

After

derived = [[-120, 3125], 3005]

Conditions: none

In the fixed standard basis,use row-by-column and add BOTH products.Derived vector components may exceed SAFE;do not reparse them as RAW vectors.

Step identifiers and dependencies

Rule: LinearMap_EACH_row_by_column_component_ALL_products · Uses: G001, S010

S012 · calculation

Before

Homogeneity RIGHT M of u ORIGINAL row0 column0 product := mul(12, 12)

After

Homogeneity RIGHT M of u ORIGINAL row0 column0 product = 144

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S011

S013 · calculation

Before

Homogeneity RIGHT M of u ORIGINAL row0 column1 product := mul(1, 25)

After

Homogeneity RIGHT M of u ORIGINAL row0 column1 product = 25

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S012

S014 · calculation

Before

Homogeneity RIGHT M of u ORIGINAL row0 two products sum := sum(144, 25)

After

Homogeneity RIGHT M of u ORIGINAL row0 two products sum = 169

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S013

S015 · implies

Before

source roles = [Homogeneity RIGHT M of u, 0, [12, 1], [12, 25]]

After

derived = [[144, 25], 169]

Conditions: none

In the fixed standard basis,use row-by-column and add BOTH products.Derived vector components may exceed SAFE;do not reparse them as RAW vectors.

Step identifiers and dependencies

Rule: LinearMap_EACH_row_by_column_component_ALL_products · Uses: G001, S014

S016 · calculation

Before

Homogeneity RIGHT M of u ORIGINAL row1 column0 product := mul(-2, 12)

After

Homogeneity RIGHT M of u ORIGINAL row1 column0 product = -24

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S015

S017 · calculation

Before

Homogeneity RIGHT M of u ORIGINAL row1 column1 product := mul(25, 25)

After

Homogeneity RIGHT M of u ORIGINAL row1 column1 product = 625

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S016

S018 · calculation

Before

Homogeneity RIGHT M of u ORIGINAL row1 two products sum := sum(-24, 625)

After

Homogeneity RIGHT M of u ORIGINAL row1 two products sum = 601

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S017

S019 · implies

Before

source roles = [Homogeneity RIGHT M of u, 1, [-2, 25], [12, 25]]

After

derived = [[-24, 625], 601]

Conditions: none

In the fixed standard basis,use row-by-column and add BOTH products.Derived vector components may exceed SAFE;do not reparse them as RAW vectors.

Step identifiers and dependencies

Rule: LinearMap_EACH_row_by_column_component_ALL_products · Uses: G001, S018

S020 · calculation

Before

Homogeneity RIGHT c times image ORIGINAL component0 := mul(5, 169)

After

Homogeneity RIGHT c times image ORIGINAL component0 = 845

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S019

S021 · calculation

Before

Homogeneity RIGHT c times image ORIGINAL component1 := mul(5, 601)

After

Homogeneity RIGHT c times image ORIGINAL component1 = 3005

Conditions: none

Use ORIGINAL operands/order for exact integer/rational arithmetic.RAW bounds are bank-specific;derived values are not SAFE-recapped or approximated.Do not import legacy caps into BASE integers.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S020

S022 · implies

Before

source roles = [homogeneity_values, [[12, 1], [-2, 25]], [12, 25], 5]

After

derived = [[845, 3005], [845, 3005], [845, 3005] = [845, 3005]]

Conditions: none

Compute BOTH actual vectors completely,then compare.Output[left]=[right],not YesNo/a tuple/a point.Zero/negative scalars and zero vectors are legal.These are values in the explicit matrix model,not finite-sample proof of linearity for an arbitrary function.

Step identifiers and dependencies

Rule: LinearMap_BOTH_actual_vectors_equality_STRING_NOT_sample_linearity_proof · Uses: G001, S021

Reverse checks

  • S022 · premise_and_result_audit — Reverse-check ORIGINAL data,field roles,types,domain and premises;the conclusion need not uniquely recover its premises.Keep source-bound candidates,independent review,formal proof and publication separate.
  • S021 · premise_and_result_audit — Recompute Homogeneity RIGHT c times image ORIGINAL component1 with exact rational arithmetic, not rounded decimals.
  • S020 · premise_and_result_audit — Recompute Homogeneity RIGHT c times image ORIGINAL component0 with exact rational arithmetic, not rounded decimals.
  • S019 · premise_and_result_audit — Reverse-check ORIGINAL data,field roles,types,domain and premises;the conclusion need not uniquely recover its premises.Keep source-bound candidates,independent review,formal proof and publication separate.
  • S018 · premise_and_result_audit — Recompute Homogeneity RIGHT M of u ORIGINAL row1 two products sum with exact rational arithmetic, not rounded decimals.
  • S017 · premise_and_result_audit — Recompute Homogeneity RIGHT M of u ORIGINAL row1 column1 product with exact rational arithmetic, not rounded decimals.
  • S016 · premise_and_result_audit — Recompute Homogeneity RIGHT M of u ORIGINAL row1 column0 product with exact rational arithmetic, not rounded decimals.
  • S015 · premise_and_result_audit — Reverse-check ORIGINAL data,field roles,types,domain and premises;the conclusion need not uniquely recover its premises.Keep source-bound candidates,independent review,formal proof and publication separate.
  • S014 · premise_and_result_audit — Recompute Homogeneity RIGHT M of u ORIGINAL row0 two products sum with exact rational arithmetic, not rounded decimals.
  • S013 · premise_and_result_audit — Recompute Homogeneity RIGHT M of u ORIGINAL row0 column1 product with exact rational arithmetic, not rounded decimals.
  • S012 · premise_and_result_audit — Recompute Homogeneity RIGHT M of u ORIGINAL row0 column0 product with exact rational arithmetic, not rounded decimals.
  • S011 · premise_and_result_audit — Reverse-check ORIGINAL data,field roles,types,domain and premises;the conclusion need not uniquely recover its premises.Keep source-bound candidates,independent review,formal proof and publication separate.
  • S010 · premise_and_result_audit — Recompute Homogeneity LEFT M of scaled input ORIGINAL row1 two products sum with exact rational arithmetic, not rounded decimals.
  • S009 · premise_and_result_audit — Recompute Homogeneity LEFT M of scaled input ORIGINAL row1 column1 product with exact rational arithmetic, not rounded decimals.
  • S008 · premise_and_result_audit — Recompute Homogeneity LEFT M of scaled input ORIGINAL row1 column0 product with exact rational arithmetic, not rounded decimals.
  • S007 · premise_and_result_audit — Reverse-check ORIGINAL data,field roles,types,domain and premises;the conclusion need not uniquely recover its premises.Keep source-bound candidates,independent review,formal proof and publication separate.
  • S006 · premise_and_result_audit — Recompute Homogeneity LEFT M of scaled input ORIGINAL row0 two products sum with exact rational arithmetic, not rounded decimals.
  • S005 · premise_and_result_audit — Recompute Homogeneity LEFT M of scaled input ORIGINAL row0 column1 product with exact rational arithmetic, not rounded decimals.
  • S004 · premise_and_result_audit — Recompute Homogeneity LEFT M of scaled input ORIGINAL row0 column0 product with exact rational arithmetic, not rounded decimals.
  • S003 · premise_and_result_audit — Recompute Homogeneity ORIGINAL c times u ORIGINAL component1 with exact rational arithmetic, not rounded decimals.
  • S002 · premise_and_result_audit — Recompute Homogeneity ORIGINAL c times u ORIGINAL component0 with exact rational arithmetic, not rounded decimals.
  • S001 · premise_and_result_audit — Reverse-check ORIGINAL data,field roles,types,domain and premises;the conclusion need not uniquely recover its premises.Keep source-bound candidates,independent review,formal proof and publication separate.

Result

[845, 3005] = [845, 3005]

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: 2467cfa79b16e0c1ff49c09a84d5353039a49dc1d9a74873d6be30916823ba9a
  • candidate record SHA-256: 2c1b51e05e7059b34ec7512ae76d7379fe378df0f7d6147e13d0b2f76e5cebc3
  • semantic review receipt SHA-256: 8b9ea3ddfab468e9e3f0a0fc0f7682987d5e030be0d7c8860fd85df19cbe183b
  • question-first witness SHA-256: 066bfeab8fc279706861faade71b9a18a61a25235fc48700092f0488d2a6da6a
  • Lean: NOT_RUN · human review: NOT_PERFORMED
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