# Question 33864: Gradient Linearity Preserves the Fixed Coordinate Order [Return to catalogue page 170](https://ocme.evemisslab.com/en/questions/page/170/) [← Question derivation index](https://ocme.evemisslab.com/en/questions/) · [Original question batch](https://ocme.evemisslab.com/en/practice/batch-20261015-advance-20261119-r06-gradient-vector-foundations/#q-20261015-pulse-20261119-r06-0014) 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. R0066-33864 · q-20261015-pulse-20261119-r06-0014 ## Original question and givens Use gradients of differentiable f and g at the same point: grad_f=[14, 3], grad_g=[6, -14], alpha=1/2, beta=2/3. Give (gradient_f, gradient_g, alpha, beta, combined_gradient, coordinate_scope). - G001 — Use gradients of differentiable f and g at the same point: grad_f=[14, 3], grad_g=[6, -14], alpha=1/2, beta=2/3. Give (gradient_f, gradient_g, alpha, beta, combined_gradient, coordinate_scope). ## 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-gradient-vector](https://ocme.evemisslab.com/en/mko/mko-gradient-vector/) ## Step-by-step derivation S001 · impliesBefore source roles = [qf-mod50-graddeep-linearity, [alpha, beta, domain, gradient_f, gradient_g, operation]] After derived = [graddeep-linearity, Exact_gradient_vector_density] Conditions: none THIS source uses LOCAL-hyphen operations with exact keys/domain.Keep source field order and numeric/Boolean/string roles;integer rational texts omit/1.Original questions,English,MKOs,ASTs and statuses remain unchanged. Step identifiers and dependenciesRule: R66_EXACT_source_bank_keys_local_operation_domain · Uses: G001 S002 · impliesBefore source roles = [gradient f ORIGINAL raw coordinate0, 100000000, 14, 1] After derived = [[14, 1], 14] Conditions: none Bound the SOURCE PRE-reduction numerator/denominator and require a nonzero denominator BEFORE sign/gcd normalization.MOD50 uses100million with NAIVE operations,not prior cross-cancellation;this Wave4 mean uses one million.Out-of-envelope is a source-slice hold,not mathematical falsity. Step identifiers and dependenciesRule: R66_SOURCE_PREreduction_components_then_sign_gcd · Uses: G001, S001 S003 · calculationBefore gradient f ORIGINAL raw coordinate0 ORIGINAL numerator over denominator := div(14, 1) After gradient f ORIGINAL raw coordinate0 ORIGINAL numerator over denominator = 14 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S002 S004 · impliesBefore source roles = [gradient f ORIGINAL raw coordinate1, 100000000, 3, 1] After derived = [[3, 1], 3] Conditions: none Bound the SOURCE PRE-reduction numerator/denominator and require a nonzero denominator BEFORE sign/gcd normalization.MOD50 uses100million with NAIVE operations,not prior cross-cancellation;this Wave4 mean uses one million.Out-of-envelope is a source-slice hold,not mathematical falsity. Step identifiers and dependenciesRule: R66_SOURCE_PREreduction_components_then_sign_gcd · Uses: G001, S003 S005 · calculationBefore gradient f ORIGINAL raw coordinate1 ORIGINAL numerator over denominator := div(3, 1) After gradient f ORIGINAL raw coordinate1 ORIGINAL numerator over denominator = 3 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S004 S006 · impliesBefore source roles = [gradient f ORIGINAL, [14, 3]] After derived = [[14, 3]] Conditions: none Validate EVERY raw vector component,nonemptiness and required length BEFORE use.Keep ORIGINAL coordinate order,including cells not ultimately selected. Step identifiers and dependenciesRule: R66_VECTOR_ALL_original_order_typed_nonempty · Uses: G001, S005 S007 · impliesBefore source roles = [gradient g ORIGINAL raw coordinate0, 100000000, 6, 1] After derived = [[6, 1], 6] Conditions: none Bound the SOURCE PRE-reduction numerator/denominator and require a nonzero denominator BEFORE sign/gcd normalization.MOD50 uses100million with NAIVE operations,not prior cross-cancellation;this Wave4 mean uses one million.Out-of-envelope is a source-slice hold,not mathematical falsity. Step identifiers and dependenciesRule: R66_SOURCE_PREreduction_components_then_sign_gcd · Uses: G001, S006 S008 · calculationBefore gradient g ORIGINAL raw coordinate0 ORIGINAL numerator over denominator := div(6, 1) After gradient g ORIGINAL raw coordinate0 ORIGINAL numerator over denominator = 6 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S007 S009 · impliesBefore source roles = [gradient g ORIGINAL raw coordinate1, 100000000, -14, 1] After derived = [[-14, 1], -14] Conditions: none Bound the SOURCE PRE-reduction numerator/denominator and require a nonzero denominator BEFORE sign/gcd normalization.MOD50 uses100million with NAIVE operations,not prior cross-cancellation;this Wave4 mean uses one million.Out-of-envelope is a source-slice hold,not mathematical falsity. Step identifiers and dependenciesRule: R66_SOURCE_PREreduction_components_then_sign_gcd · Uses: G001, S008 S010 · calculationBefore gradient g ORIGINAL raw coordinate1 ORIGINAL numerator over denominator := div(-14, 1) After gradient g ORIGINAL raw coordinate1 ORIGINAL numerator over denominator = -14 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S009 S011 · impliesBefore source roles = [gradient g ORIGINAL, [6, -14]] After derived = [[6, -14]] Conditions: none Validate EVERY raw vector component,nonemptiness and required length BEFORE use.Keep ORIGINAL coordinate order,including cells not ultimately selected. Step identifiers and dependenciesRule: R66_VECTOR_ALL_original_order_typed_nonempty · Uses: G001, S010 S012 · impliesBefore source roles = [alpha ORIGINAL, 100000000, 1, 2] After derived = [[1, 2], 1/2] Conditions: none Bound the SOURCE PRE-reduction numerator/denominator and require a nonzero denominator BEFORE sign/gcd normalization.MOD50 uses100million with NAIVE operations,not prior cross-cancellation;this Wave4 mean uses one million.Out-of-envelope is a source-slice hold,not mathematical falsity. Step identifiers and dependenciesRule: R66_SOURCE_PREreduction_components_then_sign_gcd · Uses: G001, S011 S013 · calculationBefore alpha ORIGINAL ORIGINAL numerator over denominator := div(1, 2) After alpha ORIGINAL ORIGINAL numerator over denominator = 1/2 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S012 S014 · impliesBefore source roles = [beta ORIGINAL, 100000000, 2, 3] After derived = [[2, 3], 2/3] Conditions: none Bound the SOURCE PRE-reduction numerator/denominator and require a nonzero denominator BEFORE sign/gcd normalization.MOD50 uses100million with NAIVE operations,not prior cross-cancellation;this Wave4 mean uses one million.Out-of-envelope is a source-slice hold,not mathematical falsity. Step identifiers and dependenciesRule: R66_SOURCE_PREreduction_components_then_sign_gcd · Uses: G001, S013 S015 · calculationBefore beta ORIGINAL ORIGINAL numerator over denominator := div(2, 3) After beta ORIGINAL ORIGINAL numerator over denominator = 2/3 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S014 S016 · impliesBefore source roles = [Gradient linearity alpha f coordinate0 SOURCE naive mul, 100000000, 14, 2] After derived = [[7, 1], 7] Conditions: none Bound the SOURCE PRE-reduction numerator/denominator and require a nonzero denominator BEFORE sign/gcd normalization.MOD50 uses100million with NAIVE operations,not prior cross-cancellation;this Wave4 mean uses one million.Out-of-envelope is a source-slice hold,not mathematical falsity. Step identifiers and dependenciesRule: R66_SOURCE_PREreduction_components_then_sign_gcd · Uses: G001, S015 S017 · calculationBefore Gradient linearity alpha f coordinate0 SOURCE naive mul ORIGINAL numerator over denominator := div(14, 2) After Gradient linearity alpha f coordinate0 SOURCE naive mul ORIGINAL numerator over denominator = 7 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S016 S018 · calculationBefore Gradient linearity alpha f coordinate0 ORIGINAL rational mul := mul(1/2, 14) After Gradient linearity alpha f coordinate0 ORIGINAL rational mul = 7 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S017 S019 · impliesBefore source roles = [Gradient linearity beta g coordinate0 SOURCE naive mul, 100000000, 12, 3] After derived = [[4, 1], 4] Conditions: none Bound the SOURCE PRE-reduction numerator/denominator and require a nonzero denominator BEFORE sign/gcd normalization.MOD50 uses100million with NAIVE operations,not prior cross-cancellation;this Wave4 mean uses one million.Out-of-envelope is a source-slice hold,not mathematical falsity. Step identifiers and dependenciesRule: R66_SOURCE_PREreduction_components_then_sign_gcd · Uses: G001, S018 S020 · calculationBefore Gradient linearity beta g coordinate0 SOURCE naive mul ORIGINAL numerator over denominator := div(12, 3) After Gradient linearity beta g coordinate0 SOURCE naive mul ORIGINAL numerator over denominator = 4 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S019 S021 · calculationBefore Gradient linearity beta g coordinate0 ORIGINAL rational mul := mul(2/3, 6) After Gradient linearity beta g coordinate0 ORIGINAL rational mul = 4 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S020 S022 · impliesBefore source roles = [Gradient linearity sum coordinate0 SOURCE naive sum, 100000000, 11, 1] After derived = [[11, 1], 11] Conditions: none Bound the SOURCE PRE-reduction numerator/denominator and require a nonzero denominator BEFORE sign/gcd normalization.MOD50 uses100million with NAIVE operations,not prior cross-cancellation;this Wave4 mean uses one million.Out-of-envelope is a source-slice hold,not mathematical falsity. Step identifiers and dependenciesRule: R66_SOURCE_PREreduction_components_then_sign_gcd · Uses: G001, S021 S023 · calculationBefore Gradient linearity sum coordinate0 SOURCE naive sum ORIGINAL numerator over denominator := div(11, 1) After Gradient linearity sum coordinate0 SOURCE naive sum ORIGINAL numerator over denominator = 11 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S022 S024 · calculationBefore Gradient linearity sum coordinate0 ORIGINAL rational sum := sum(7, 4) After Gradient linearity sum coordinate0 ORIGINAL rational sum = 11 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S023 S025 · impliesBefore source roles = [Gradient linearity alpha f coordinate1 SOURCE naive mul, 100000000, 3, 2] After derived = [[3, 2], 3/2] Conditions: none Bound the SOURCE PRE-reduction numerator/denominator and require a nonzero denominator BEFORE sign/gcd normalization.MOD50 uses100million with NAIVE operations,not prior cross-cancellation;this Wave4 mean uses one million.Out-of-envelope is a source-slice hold,not mathematical falsity. Step identifiers and dependenciesRule: R66_SOURCE_PREreduction_components_then_sign_gcd · Uses: G001, S024 S026 · calculationBefore Gradient linearity alpha f coordinate1 SOURCE naive mul ORIGINAL numerator over denominator := div(3, 2) After Gradient linearity alpha f coordinate1 SOURCE naive mul ORIGINAL numerator over denominator = 3/2 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S025 S027 · calculationBefore Gradient linearity alpha f coordinate1 ORIGINAL rational mul := mul(1/2, 3) After Gradient linearity alpha f coordinate1 ORIGINAL rational mul = 3/2 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S026 S028 · impliesBefore source roles = [Gradient linearity beta g coordinate1 SOURCE naive mul, 100000000, -28, 3] After derived = [[-28, 3], -28/3] Conditions: none Bound the SOURCE PRE-reduction numerator/denominator and require a nonzero denominator BEFORE sign/gcd normalization.MOD50 uses100million with NAIVE operations,not prior cross-cancellation;this Wave4 mean uses one million.Out-of-envelope is a source-slice hold,not mathematical falsity. Step identifiers and dependenciesRule: R66_SOURCE_PREreduction_components_then_sign_gcd · Uses: G001, S027 S029 · calculationBefore Gradient linearity beta g coordinate1 SOURCE naive mul ORIGINAL numerator over denominator := div(-28, 3) After Gradient linearity beta g coordinate1 SOURCE naive mul ORIGINAL numerator over denominator = -28/3 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S028 S030 · calculationBefore Gradient linearity beta g coordinate1 ORIGINAL rational mul := mul(2/3, -14) After Gradient linearity beta g coordinate1 ORIGINAL rational mul = -28/3 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S029 S031 · impliesBefore source roles = [Gradient linearity sum coordinate1 SOURCE naive sum, 100000000, -47, 6] After derived = [[-47, 6], -47/6] Conditions: none Bound the SOURCE PRE-reduction numerator/denominator and require a nonzero denominator BEFORE sign/gcd normalization.MOD50 uses100million with NAIVE operations,not prior cross-cancellation;this Wave4 mean uses one million.Out-of-envelope is a source-slice hold,not mathematical falsity. Step identifiers and dependenciesRule: R66_SOURCE_PREreduction_components_then_sign_gcd · Uses: G001, S030 S032 · calculationBefore Gradient linearity sum coordinate1 SOURCE naive sum ORIGINAL numerator over denominator := div(-47, 6) After Gradient linearity sum coordinate1 SOURCE naive sum ORIGINAL numerator over denominator = -47/6 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S031 S033 · calculationBefore Gradient linearity sum coordinate1 ORIGINAL rational sum := sum(3/2, -28/3) After Gradient linearity sum coordinate1 ORIGINAL rational sum = -47/6 Conditions: none Calculate exactly from THIS step’s ORIGINAL ordered operands.Retain the SOURCE rational pre-reduction envelope separately;do not use floating values or silently widen a different bank. Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001, S032 S034 · impliesBefore source roles = [[14, 3], [6, -14], 1/2, 2/3] After derived = [[11, -47/6]] Conditions: none Premises give f/g gradients at the SAME differentiable point in a fixed Euclidean basis.Combine EACH coordinate linearly;the supplied derivatives are not certified from finite differences.The identity does not establish extrema or convergence. Step identifiers and dependenciesRule: Gradient_LINEARITY_same_point_differentiability_fixed_coordinates · Uses: G001, S033 ## Reverse checks - S034 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S033 · premise_and_result_audit — Recompute Gradient linearity sum coordinate1 ORIGINAL rational sum with exact rational arithmetic, not rounded decimals. - S032 · premise_and_result_audit — Recompute Gradient linearity sum coordinate1 SOURCE naive sum ORIGINAL numerator over denominator with exact rational arithmetic, not rounded decimals. - S031 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S030 · premise_and_result_audit — Recompute Gradient linearity beta g coordinate1 ORIGINAL rational mul with exact rational arithmetic, not rounded decimals. - S029 · premise_and_result_audit — Recompute Gradient linearity beta g coordinate1 SOURCE naive mul ORIGINAL numerator over denominator with exact rational arithmetic, not rounded decimals. - S028 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S027 · premise_and_result_audit — Recompute Gradient linearity alpha f coordinate1 ORIGINAL rational mul with exact rational arithmetic, not rounded decimals. - S026 · premise_and_result_audit — Recompute Gradient linearity alpha f coordinate1 SOURCE naive mul ORIGINAL numerator over denominator with exact rational arithmetic, not rounded decimals. - S025 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S024 · premise_and_result_audit — Recompute Gradient linearity sum coordinate0 ORIGINAL rational sum with exact rational arithmetic, not rounded decimals. - S023 · premise_and_result_audit — Recompute Gradient linearity sum coordinate0 SOURCE naive sum ORIGINAL numerator over denominator with exact rational arithmetic, not rounded decimals. - S022 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S021 · premise_and_result_audit — Recompute Gradient linearity beta g coordinate0 ORIGINAL rational mul with exact rational arithmetic, not rounded decimals. - S020 · premise_and_result_audit — Recompute Gradient linearity beta g coordinate0 SOURCE naive mul ORIGINAL numerator over denominator with exact rational arithmetic, not rounded decimals. - S019 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S018 · premise_and_result_audit — Recompute Gradient linearity alpha f coordinate0 ORIGINAL rational mul with exact rational arithmetic, not rounded decimals. - S017 · premise_and_result_audit — Recompute Gradient linearity alpha f coordinate0 SOURCE naive mul ORIGINAL numerator over denominator with exact rational arithmetic, not rounded decimals. - S016 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S015 · premise_and_result_audit — Recompute beta ORIGINAL ORIGINAL numerator over denominator with exact rational arithmetic, not rounded decimals. - S014 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S013 · premise_and_result_audit — Recompute alpha ORIGINAL ORIGINAL numerator over denominator with exact rational arithmetic, not rounded decimals. - S012 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S011 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S010 · premise_and_result_audit — Recompute gradient g ORIGINAL raw coordinate1 ORIGINAL numerator over denominator with exact rational arithmetic, not rounded decimals. - S009 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S008 · premise_and_result_audit — Recompute gradient g ORIGINAL raw coordinate0 ORIGINAL numerator over denominator with exact rational arithmetic, not rounded decimals. - S007 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S006 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S005 · premise_and_result_audit — Recompute gradient f ORIGINAL raw coordinate1 ORIGINAL numerator over denominator with exact rational arithmetic, not rounded decimals. - S004 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S003 · premise_and_result_audit — Recompute gradient f ORIGINAL raw coordinate0 ORIGINAL numerator over denominator with exact rational arithmetic, not rounded decimals. - S002 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. - S001 · premise_and_result_audit — Reverse-audit THIS step against its ORIGINAL ordered roles and complete premises.Accept the conclusion only under these conditions;do not invert a one-way implication or call a finite check a general formal proof. ## Result ([14, 3], [6, -14], 1/2, 2/3, [11, -47/6], pointwise_gradient_linearity_in_fixed_coordinates) 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: 5c53cc1137c51a06e8628828e21a09f7f1c2dd3d60310194d763e09f84266a85 - candidate record SHA-256: a6ea979d545f9c360dce25dc8006b320c865e6b5eddd07204beb075e3c940e98 - semantic review receipt SHA-256: 99b4f114b2ec93164b6aa5681e0107033a240e7a3f0a8988633ba65320ede267 - question-first witness SHA-256: d9bd3a1940da8a73f790ee3fe460c9a8523791bdbe72c8e0304e3740b66710cc - Lean: NOT_RUN · human review: NOT_PERFORMED [Same-source full JSON](https://ocme.evemisslab.com/data/question-derivations/questions/q-20261015-pulse-20261119-r06-0014.json)