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Question 27293: Complete Fixed-n Sum Moments Do Not Prove a Distributional Limit

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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R0053-27293 · q-20261015-advance-20261118-r01-central-limit-theorem-finite-variance-iid-0043

Original question and givens

Use the aligned finite law values=[0, 1], probabilities=[1/2, 1/2], with declared process certificate=infinite_iid. The token is an explicit infinite IID premise, not a process construction or proof by this finite calculation. Use sample size n=4 and S_n as the sum of all n coordinates. Give (n, sum_distribution, total_probability, sum_mean, sum_variance, n_times_mean, n_times_variance, standardized_mean, standardized_variance, standardization_description, finite_scope).

  • G001 — Use the aligned finite law values=[0, 1], probabilities=[1/2, 1/2], with declared process certificate=infinite_iid. The token is an explicit infinite IID premise, not a process construction or proof by this finite calculation. Use sample size n=4 and S_n as the sum of all n coordinates. Give (n, sum_distribution, total_probability, sum_mean, sum_variance, n_times_mean, n_times_variance, standardized_mean, standardized_variance, standardization_description, finite_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.

Step-by-step derivation

S001 · implies

Before

source roles = [clt-standardized-sum-moments]

After

derived = [[n, sum_distribution, total_probability, sum_mean, sum_variance, n_times_mean, n_times_variance, standardized_mean, standardized_variance, standardization_description, finite_scope]]

Conditions: none

List the complete source field order and mode-specific roles without JavaScript or answer-shape inference;No,undefined and infinity retain their distinct meanings.

Step identifiers and dependencies

Rule: source_ordered_fields_without_JS · Uses: G001

S002 · implies

Before

source roles = [infinite_iid]

After

derived = [ASSUME infinite sequence is IID with this common marginal]

Conditions: none

infinite_iid is an explicit infinite-process premise token,not a construction or finite verification of infinite independence.Subsequent reasoning is conditional on that premise.

Step identifiers and dependencies

Rule: CLT_infinite_iid_is_EXACT_GIVEN_premise_not_constructed_process · Uses: G001, S001

S003 · calculation

Before

CLT ORIGINAL common marginal ORIGINAL law mass sum0 := sum(0, 1/2)

After

CLT ORIGINAL common marginal ORIGINAL law mass sum0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S002

S004 · calculation

Before

CLT ORIGINAL common marginal ORIGINAL law mass sum1 := sum(1/2, 1/2)

After

CLT ORIGINAL common marginal ORIGINAL law mass sum1 = 1

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S003

S005 · implies

Before

source roles = [CLT ORIGINAL common marginal, [0, 1], [[1, 2], [1, 2]]]

After

derived = [[[0, 1/2], [1, 1/2]], 1]

Conditions: none

Pair ORIGINAL values/probabilities before numeric sorting,retaining zero-mass labels and checking total mass1.This qualifies a finite marginal,not an infinite IID process inferred from samples.

Step identifiers and dependencies

Rule: CLT_ORIGINAL_value_probability_pairs_NUMERIC_order_normalized · Uses: G001, S004

S006 · calculation

Before

CLT ORIGINAL common marginal ORIGINAL value times probability0 := mul(0, 1/2)

After

CLT ORIGINAL common marginal ORIGINAL value times probability0 = 0

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S005

S007 · calculation

Before

CLT ORIGINAL common marginal ORIGINAL ascending mean sum0 := sum(0, 0)

After

CLT ORIGINAL common marginal ORIGINAL ascending mean sum0 = 0

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S006

S008 · calculation

Before

CLT ORIGINAL common marginal exact value square0 := mul(0, 0)

After

CLT ORIGINAL common marginal exact value square0 = 0

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S007

S009 · calculation

Before

CLT ORIGINAL common marginal ORIGINAL square times probability0 := mul(0, 1/2)

After

CLT ORIGINAL common marginal ORIGINAL square times probability0 = 0

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S008

S010 · calculation

Before

CLT ORIGINAL common marginal ORIGINAL ascending second moment sum0 := sum(0, 0)

After

CLT ORIGINAL common marginal ORIGINAL ascending second moment sum0 = 0

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S009

S011 · calculation

Before

CLT ORIGINAL common marginal ORIGINAL value times probability1 := mul(1, 1/2)

After

CLT ORIGINAL common marginal ORIGINAL value times probability1 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S010

S012 · calculation

Before

CLT ORIGINAL common marginal ORIGINAL ascending mean sum1 := sum(0, 1/2)

After

CLT ORIGINAL common marginal ORIGINAL ascending mean sum1 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S011

S013 · calculation

Before

CLT ORIGINAL common marginal exact value square1 := mul(1, 1)

After

CLT ORIGINAL common marginal exact value square1 = 1

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S012

S014 · calculation

Before

CLT ORIGINAL common marginal ORIGINAL square times probability1 := mul(1, 1/2)

After

CLT ORIGINAL common marginal ORIGINAL square times probability1 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S013

S015 · calculation

Before

CLT ORIGINAL common marginal ORIGINAL ascending second moment sum1 := sum(0, 1/2)

After

CLT ORIGINAL common marginal ORIGINAL ascending second moment sum1 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S014

S016 · calculation

Before

CLT ORIGINAL common marginal ORIGINAL mean square := mul(1/2, 1/2)

After

CLT ORIGINAL common marginal ORIGINAL mean square = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S015

S017 · calculation

Before

CLT ORIGINAL common marginal ORIGINAL second minus mean square := sub(1/2, 1/4)

After

CLT ORIGINAL common marginal ORIGINAL second minus mean square = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S016

S018 · implies

Before

source roles = [CLT ORIGINAL common marginal, [[0, 1/2], [1, 1/2]]]

After

derived = [1/2, 1/2, 1/4]

Conditions: none

Use the SAME complete law for E[X],E[X²] and Var(X)=E[X²]-E[X]².Keep value² as an exact teaching intermediate and apply the source profile to its product with probability,not an extra rejection for a large zero-mass value square.Finite moments prove neither independence,an infinite process nor a distributional limit.

Step identifiers and dependencies

Rule: CLT_ALL_finite_marginal_moments_not_a_process_or_limit_proof · Uses: G001, S017

S019 · calculation

Before

CLT joint ORIGINAL word0 sum := sum(0, 0, 0, 0)

After

CLT joint ORIGINAL word0 sum = 0

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S018

S020 · calculation

Before

CLT joint ORIGINAL word0 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word0 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S019

S021 · calculation

Before

CLT joint ORIGINAL word0 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word0 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S020

S022 · calculation

Before

CLT joint ORIGINAL word0 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word0 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S021

S023 · calculation

Before

CLT joint ORIGINAL word0 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word0 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S022

S024 · calculation

Before

CLT joint ORIGINAL sum0 bucket word0 := sum(0, 1/16)

After

CLT joint ORIGINAL sum0 bucket word0 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S023

S025 · implies

Before

source roles = [4, 0, [0, 0, 0, 0], [1/2, 1/2, 1/2, 1/2]]

After

derived = [0, 1/16, 0, 1/16]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S024

S026 · calculation

Before

CLT joint ORIGINAL word1 sum := sum(0, 0, 0, 1)

After

CLT joint ORIGINAL word1 sum = 1

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S025

S027 · calculation

Before

CLT joint ORIGINAL word1 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word1 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S026

S028 · calculation

Before

CLT joint ORIGINAL word1 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word1 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S027

S029 · calculation

Before

CLT joint ORIGINAL word1 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word1 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S028

S030 · calculation

Before

CLT joint ORIGINAL word1 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word1 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S029

S031 · calculation

Before

CLT joint ORIGINAL sum1 bucket word1 := sum(0, 1/16)

After

CLT joint ORIGINAL sum1 bucket word1 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S030

S032 · implies

Before

source roles = [4, 1, [0, 0, 0, 1], [1/2, 1/2, 1/2, 1/2]]

After

derived = [1, 1/16, 0, 1/16]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S031

S033 · calculation

Before

CLT joint ORIGINAL word2 sum := sum(0, 0, 1, 0)

After

CLT joint ORIGINAL word2 sum = 1

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S032

S034 · calculation

Before

CLT joint ORIGINAL word2 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word2 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S033

S035 · calculation

Before

CLT joint ORIGINAL word2 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word2 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S034

S036 · calculation

Before

CLT joint ORIGINAL word2 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word2 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S035

S037 · calculation

Before

CLT joint ORIGINAL word2 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word2 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S036

S038 · calculation

Before

CLT joint ORIGINAL sum1 bucket word2 := sum(1/16, 1/16)

After

CLT joint ORIGINAL sum1 bucket word2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S037

S039 · implies

Before

source roles = [4, 2, [0, 0, 1, 0], [1/2, 1/2, 1/2, 1/2]]

After

derived = [1, 1/16, 1/16, 1/8]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S038

S040 · calculation

Before

CLT joint ORIGINAL word3 sum := sum(0, 0, 1, 1)

After

CLT joint ORIGINAL word3 sum = 2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S039

S041 · calculation

Before

CLT joint ORIGINAL word3 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word3 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S040

S042 · calculation

Before

CLT joint ORIGINAL word3 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word3 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S041

S043 · calculation

Before

CLT joint ORIGINAL word3 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word3 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S042

S044 · calculation

Before

CLT joint ORIGINAL word3 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word3 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S043

S045 · calculation

Before

CLT joint ORIGINAL sum2 bucket word3 := sum(0, 1/16)

After

CLT joint ORIGINAL sum2 bucket word3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S044

S046 · implies

Before

source roles = [4, 3, [0, 0, 1, 1], [1/2, 1/2, 1/2, 1/2]]

After

derived = [2, 1/16, 0, 1/16]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S045

S047 · calculation

Before

CLT joint ORIGINAL word4 sum := sum(0, 1, 0, 0)

After

CLT joint ORIGINAL word4 sum = 1

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S046

S048 · calculation

Before

CLT joint ORIGINAL word4 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word4 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S047

S049 · calculation

Before

CLT joint ORIGINAL word4 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word4 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S048

S050 · calculation

Before

CLT joint ORIGINAL word4 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word4 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S049

S051 · calculation

Before

CLT joint ORIGINAL word4 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word4 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S050

S052 · calculation

Before

CLT joint ORIGINAL sum1 bucket word4 := sum(1/8, 1/16)

After

CLT joint ORIGINAL sum1 bucket word4 = 3/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S051

S053 · implies

Before

source roles = [4, 4, [0, 1, 0, 0], [1/2, 1/2, 1/2, 1/2]]

After

derived = [1, 1/16, 1/8, 3/16]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S052

S054 · calculation

Before

CLT joint ORIGINAL word5 sum := sum(0, 1, 0, 1)

After

CLT joint ORIGINAL word5 sum = 2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S053

S055 · calculation

Before

CLT joint ORIGINAL word5 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word5 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S054

S056 · calculation

Before

CLT joint ORIGINAL word5 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word5 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S055

S057 · calculation

Before

CLT joint ORIGINAL word5 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word5 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S056

S058 · calculation

Before

CLT joint ORIGINAL word5 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word5 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S057

S059 · calculation

Before

CLT joint ORIGINAL sum2 bucket word5 := sum(1/16, 1/16)

After

CLT joint ORIGINAL sum2 bucket word5 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S058

S060 · implies

Before

source roles = [4, 5, [0, 1, 0, 1], [1/2, 1/2, 1/2, 1/2]]

After

derived = [2, 1/16, 1/16, 1/8]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S059

S061 · calculation

Before

CLT joint ORIGINAL word6 sum := sum(0, 1, 1, 0)

After

CLT joint ORIGINAL word6 sum = 2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S060

S062 · calculation

Before

CLT joint ORIGINAL word6 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word6 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S061

S063 · calculation

Before

CLT joint ORIGINAL word6 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word6 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S062

S064 · calculation

Before

CLT joint ORIGINAL word6 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word6 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S063

S065 · calculation

Before

CLT joint ORIGINAL word6 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word6 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S064

S066 · calculation

Before

CLT joint ORIGINAL sum2 bucket word6 := sum(1/8, 1/16)

After

CLT joint ORIGINAL sum2 bucket word6 = 3/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S065

S067 · implies

Before

source roles = [4, 6, [0, 1, 1, 0], [1/2, 1/2, 1/2, 1/2]]

After

derived = [2, 1/16, 1/8, 3/16]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S066

S068 · calculation

Before

CLT joint ORIGINAL word7 sum := sum(0, 1, 1, 1)

After

CLT joint ORIGINAL word7 sum = 3

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S067

S069 · calculation

Before

CLT joint ORIGINAL word7 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word7 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S068

S070 · calculation

Before

CLT joint ORIGINAL word7 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word7 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S069

S071 · calculation

Before

CLT joint ORIGINAL word7 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word7 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S070

S072 · calculation

Before

CLT joint ORIGINAL word7 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word7 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S071

S073 · calculation

Before

CLT joint ORIGINAL sum3 bucket word7 := sum(0, 1/16)

After

CLT joint ORIGINAL sum3 bucket word7 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S072

S074 · implies

Before

source roles = [4, 7, [0, 1, 1, 1], [1/2, 1/2, 1/2, 1/2]]

After

derived = [3, 1/16, 0, 1/16]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S073

S075 · calculation

Before

CLT joint ORIGINAL word8 sum := sum(1, 0, 0, 0)

After

CLT joint ORIGINAL word8 sum = 1

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S074

S076 · calculation

Before

CLT joint ORIGINAL word8 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word8 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S075

S077 · calculation

Before

CLT joint ORIGINAL word8 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word8 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S076

S078 · calculation

Before

CLT joint ORIGINAL word8 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word8 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S077

S079 · calculation

Before

CLT joint ORIGINAL word8 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word8 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S078

S080 · calculation

Before

CLT joint ORIGINAL sum1 bucket word8 := sum(3/16, 1/16)

After

CLT joint ORIGINAL sum1 bucket word8 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S079

S081 · implies

Before

source roles = [4, 8, [1, 0, 0, 0], [1/2, 1/2, 1/2, 1/2]]

After

derived = [1, 1/16, 3/16, 1/4]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S080

S082 · calculation

Before

CLT joint ORIGINAL word9 sum := sum(1, 0, 0, 1)

After

CLT joint ORIGINAL word9 sum = 2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S081

S083 · calculation

Before

CLT joint ORIGINAL word9 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word9 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S082

S084 · calculation

Before

CLT joint ORIGINAL word9 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word9 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S083

S085 · calculation

Before

CLT joint ORIGINAL word9 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word9 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S084

S086 · calculation

Before

CLT joint ORIGINAL word9 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word9 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S085

S087 · calculation

Before

CLT joint ORIGINAL sum2 bucket word9 := sum(3/16, 1/16)

After

CLT joint ORIGINAL sum2 bucket word9 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S086

S088 · implies

Before

source roles = [4, 9, [1, 0, 0, 1], [1/2, 1/2, 1/2, 1/2]]

After

derived = [2, 1/16, 3/16, 1/4]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S087

S089 · calculation

Before

CLT joint ORIGINAL word10 sum := sum(1, 0, 1, 0)

After

CLT joint ORIGINAL word10 sum = 2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S088

S090 · calculation

Before

CLT joint ORIGINAL word10 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word10 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S089

S091 · calculation

Before

CLT joint ORIGINAL word10 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word10 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S090

S092 · calculation

Before

CLT joint ORIGINAL word10 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word10 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S091

S093 · calculation

Before

CLT joint ORIGINAL word10 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word10 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S092

S094 · calculation

Before

CLT joint ORIGINAL sum2 bucket word10 := sum(1/4, 1/16)

After

CLT joint ORIGINAL sum2 bucket word10 = 5/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S093

S095 · implies

Before

source roles = [4, 10, [1, 0, 1, 0], [1/2, 1/2, 1/2, 1/2]]

After

derived = [2, 1/16, 1/4, 5/16]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S094

S096 · calculation

Before

CLT joint ORIGINAL word11 sum := sum(1, 0, 1, 1)

After

CLT joint ORIGINAL word11 sum = 3

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S095

S097 · calculation

Before

CLT joint ORIGINAL word11 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word11 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S096

S098 · calculation

Before

CLT joint ORIGINAL word11 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word11 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S097

S099 · calculation

Before

CLT joint ORIGINAL word11 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word11 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S098

S100 · calculation

Before

CLT joint ORIGINAL word11 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word11 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S099

S101 · calculation

Before

CLT joint ORIGINAL sum3 bucket word11 := sum(1/16, 1/16)

After

CLT joint ORIGINAL sum3 bucket word11 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S100

S102 · implies

Before

source roles = [4, 11, [1, 0, 1, 1], [1/2, 1/2, 1/2, 1/2]]

After

derived = [3, 1/16, 1/16, 1/8]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S101

S103 · calculation

Before

CLT joint ORIGINAL word12 sum := sum(1, 1, 0, 0)

After

CLT joint ORIGINAL word12 sum = 2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S102

S104 · calculation

Before

CLT joint ORIGINAL word12 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word12 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S103

S105 · calculation

Before

CLT joint ORIGINAL word12 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word12 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S104

S106 · calculation

Before

CLT joint ORIGINAL word12 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word12 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S105

S107 · calculation

Before

CLT joint ORIGINAL word12 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word12 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S106

S108 · calculation

Before

CLT joint ORIGINAL sum2 bucket word12 := sum(5/16, 1/16)

After

CLT joint ORIGINAL sum2 bucket word12 = 3/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S107

S109 · implies

Before

source roles = [4, 12, [1, 1, 0, 0], [1/2, 1/2, 1/2, 1/2]]

After

derived = [2, 1/16, 5/16, 3/8]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S108

S110 · calculation

Before

CLT joint ORIGINAL word13 sum := sum(1, 1, 0, 1)

After

CLT joint ORIGINAL word13 sum = 3

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S109

S111 · calculation

Before

CLT joint ORIGINAL word13 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word13 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S110

S112 · calculation

Before

CLT joint ORIGINAL word13 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word13 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S111

S113 · calculation

Before

CLT joint ORIGINAL word13 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word13 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S112

S114 · calculation

Before

CLT joint ORIGINAL word13 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word13 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S113

S115 · calculation

Before

CLT joint ORIGINAL sum3 bucket word13 := sum(1/8, 1/16)

After

CLT joint ORIGINAL sum3 bucket word13 = 3/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S114

S116 · implies

Before

source roles = [4, 13, [1, 1, 0, 1], [1/2, 1/2, 1/2, 1/2]]

After

derived = [3, 1/16, 1/8, 3/16]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S115

S117 · calculation

Before

CLT joint ORIGINAL word14 sum := sum(1, 1, 1, 0)

After

CLT joint ORIGINAL word14 sum = 3

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S116

S118 · calculation

Before

CLT joint ORIGINAL word14 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word14 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S117

S119 · calculation

Before

CLT joint ORIGINAL word14 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word14 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S118

S120 · calculation

Before

CLT joint ORIGINAL word14 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word14 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S119

S121 · calculation

Before

CLT joint ORIGINAL word14 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word14 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S120

S122 · calculation

Before

CLT joint ORIGINAL sum3 bucket word14 := sum(3/16, 1/16)

After

CLT joint ORIGINAL sum3 bucket word14 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S121

S123 · implies

Before

source roles = [4, 14, [1, 1, 1, 0], [1/2, 1/2, 1/2, 1/2]]

After

derived = [3, 1/16, 3/16, 1/4]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S122

S124 · calculation

Before

CLT joint ORIGINAL word15 sum := sum(1, 1, 1, 1)

After

CLT joint ORIGINAL word15 sum = 4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S123

S125 · calculation

Before

CLT joint ORIGINAL word15 probability factor0 := mul(1, 1/2)

After

CLT joint ORIGINAL word15 probability factor0 = 1/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S124

S126 · calculation

Before

CLT joint ORIGINAL word15 probability factor1 := mul(1/2, 1/2)

After

CLT joint ORIGINAL word15 probability factor1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S125

S127 · calculation

Before

CLT joint ORIGINAL word15 probability factor2 := mul(1/4, 1/2)

After

CLT joint ORIGINAL word15 probability factor2 = 1/8

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S126

S128 · calculation

Before

CLT joint ORIGINAL word15 probability factor3 := mul(1/8, 1/2)

After

CLT joint ORIGINAL word15 probability factor3 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S127

S129 · calculation

Before

CLT joint ORIGINAL sum4 bucket word15 := sum(0, 1/16)

After

CLT joint ORIGINAL sum4 bucket word15 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S128

S130 · implies

Before

source roles = [4, 15, [1, 1, 1, 1], [1/2, 1/2, 1/2, 1/2]]

After

derived = [4, 1/16, 0, 1/16]

Conditions: none

The declared IID premise gives each finite word the product of coordinate probabilities.Enumerate EVERY word in source order and add it to its actual sum fibre,retaining zero-mass words/buckets.Do not guess the distribution from samples or moments.

Step identifiers and dependencies

Rule: CLT_EVERY_joint_word_original_coordinate_products_AND_full_sum_fibre · Uses: G001, S129

S131 · calculation

Before

CLT SUM ORIGINAL total distribution mass0 := sum(0, 1/16)

After

CLT SUM ORIGINAL total distribution mass0 = 1/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S130

S132 · calculation

Before

CLT SUM ORIGINAL total distribution mass1 := sum(1/16, 1/4)

After

CLT SUM ORIGINAL total distribution mass1 = 5/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S131

S133 · calculation

Before

CLT SUM ORIGINAL total distribution mass2 := sum(5/16, 3/8)

After

CLT SUM ORIGINAL total distribution mass2 = 11/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S132

S134 · calculation

Before

CLT SUM ORIGINAL total distribution mass3 := sum(11/16, 1/4)

After

CLT SUM ORIGINAL total distribution mass3 = 15/16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S133

S135 · calculation

Before

CLT SUM ORIGINAL total distribution mass4 := sum(15/16, 1/16)

After

CLT SUM ORIGINAL total distribution mass4 = 1

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S134

S136 · calculation

Before

CLT SUM ORIGINAL value times probability0 := mul(0, 1/16)

After

CLT SUM ORIGINAL value times probability0 = 0

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S135

S137 · calculation

Before

CLT SUM ORIGINAL ascending mean sum0 := sum(0, 0)

After

CLT SUM ORIGINAL ascending mean sum0 = 0

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S136

S138 · calculation

Before

CLT SUM exact value square0 := mul(0, 0)

After

CLT SUM exact value square0 = 0

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S137

S139 · calculation

Before

CLT SUM ORIGINAL square times probability0 := mul(0, 1/16)

After

CLT SUM ORIGINAL square times probability0 = 0

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S138

S140 · calculation

Before

CLT SUM ORIGINAL ascending second moment sum0 := sum(0, 0)

After

CLT SUM ORIGINAL ascending second moment sum0 = 0

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S139

S141 · calculation

Before

CLT SUM ORIGINAL value times probability1 := mul(1, 1/4)

After

CLT SUM ORIGINAL value times probability1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S140

S142 · calculation

Before

CLT SUM ORIGINAL ascending mean sum1 := sum(0, 1/4)

After

CLT SUM ORIGINAL ascending mean sum1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S141

S143 · calculation

Before

CLT SUM exact value square1 := mul(1, 1)

After

CLT SUM exact value square1 = 1

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S142

S144 · calculation

Before

CLT SUM ORIGINAL square times probability1 := mul(1, 1/4)

After

CLT SUM ORIGINAL square times probability1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S143

S145 · calculation

Before

CLT SUM ORIGINAL ascending second moment sum1 := sum(0, 1/4)

After

CLT SUM ORIGINAL ascending second moment sum1 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S144

S146 · calculation

Before

CLT SUM ORIGINAL value times probability2 := mul(2, 3/8)

After

CLT SUM ORIGINAL value times probability2 = 3/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S145

S147 · calculation

Before

CLT SUM ORIGINAL ascending mean sum2 := sum(1/4, 3/4)

After

CLT SUM ORIGINAL ascending mean sum2 = 1

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S146

S148 · calculation

Before

CLT SUM exact value square2 := mul(2, 2)

After

CLT SUM exact value square2 = 4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S147

S149 · calculation

Before

CLT SUM ORIGINAL square times probability2 := mul(4, 3/8)

After

CLT SUM ORIGINAL square times probability2 = 3/2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S148

S150 · calculation

Before

CLT SUM ORIGINAL ascending second moment sum2 := sum(1/4, 3/2)

After

CLT SUM ORIGINAL ascending second moment sum2 = 7/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S149

S151 · calculation

Before

CLT SUM ORIGINAL value times probability3 := mul(3, 1/4)

After

CLT SUM ORIGINAL value times probability3 = 3/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S150

S152 · calculation

Before

CLT SUM ORIGINAL ascending mean sum3 := sum(1, 3/4)

After

CLT SUM ORIGINAL ascending mean sum3 = 7/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S151

S153 · calculation

Before

CLT SUM exact value square3 := mul(3, 3)

After

CLT SUM exact value square3 = 9

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S152

S154 · calculation

Before

CLT SUM ORIGINAL square times probability3 := mul(9, 1/4)

After

CLT SUM ORIGINAL square times probability3 = 9/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S153

S155 · calculation

Before

CLT SUM ORIGINAL ascending second moment sum3 := sum(7/4, 9/4)

After

CLT SUM ORIGINAL ascending second moment sum3 = 4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S154

S156 · calculation

Before

CLT SUM ORIGINAL value times probability4 := mul(4, 1/16)

After

CLT SUM ORIGINAL value times probability4 = 1/4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S155

S157 · calculation

Before

CLT SUM ORIGINAL ascending mean sum4 := sum(7/4, 1/4)

After

CLT SUM ORIGINAL ascending mean sum4 = 2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S156

S158 · calculation

Before

CLT SUM exact value square4 := mul(4, 4)

After

CLT SUM exact value square4 = 16

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S157

S159 · calculation

Before

CLT SUM ORIGINAL square times probability4 := mul(16, 1/16)

After

CLT SUM ORIGINAL square times probability4 = 1

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S158

S160 · calculation

Before

CLT SUM ORIGINAL ascending second moment sum4 := sum(4, 1)

After

CLT SUM ORIGINAL ascending second moment sum4 = 5

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S159

S161 · calculation

Before

CLT SUM ORIGINAL mean square := mul(2, 2)

After

CLT SUM ORIGINAL mean square = 4

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S160

S162 · calculation

Before

CLT SUM ORIGINAL second minus mean square := sub(5, 4)

After

CLT SUM ORIGINAL second minus mean square = 1

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S161

S163 · calculation

Before

CLT ORIGINAL n times common mean := mul(4, 1/2)

After

CLT ORIGINAL n times common mean = 2

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S162

S164 · calculation

Before

CLT ORIGINAL n times common variance := mul(4, 1/4)

After

CLT ORIGINAL n times common variance = 1

Conditions: none

Substitute original roles and established intermediates exactly;no approximation,slot substitution or internally consistent changed operand.

Step identifiers and dependencies

Rule: exact_rational_arithmetic · Uses: G001, S163

S165 · implies

Before

source roles = [4, 1/2, 1/4, [(0, 1/16), (1, 1/4), (2, 3/8), (3, 1/4), (4, 1/16)], 2, 1]

After

derived = [1, 2, 1, 0, 1, Z_n=(S_n-n*mu)/(sigma*sqrt(n))]

Conditions: none

sigma²>0 and n>0 make the denominator nonzero.E[Z]=(nmu-nmu)/(sigma sqrt(n))=0 and Var(Z)=n sigma²/(sigma² n)=1.These exact moments belong to this complete FIXED-n law;they do not make it normal or prove the general CLT.

Step identifiers and dependencies

Rule: CLT_standardization_EXACT_0_1_moments_NOT_normality_or_limit · Uses: G001, S164

Reverse checks

  • S165 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S164 · premise_and_result_audit — Recompute CLT ORIGINAL n times common variance with exact rational arithmetic, not rounded decimals.
  • S163 · premise_and_result_audit — Recompute CLT ORIGINAL n times common mean with exact rational arithmetic, not rounded decimals.
  • S162 · premise_and_result_audit — Recompute CLT SUM ORIGINAL second minus mean square with exact rational arithmetic, not rounded decimals.
  • S161 · premise_and_result_audit — Recompute CLT SUM ORIGINAL mean square with exact rational arithmetic, not rounded decimals.
  • S160 · premise_and_result_audit — Recompute CLT SUM ORIGINAL ascending second moment sum4 with exact rational arithmetic, not rounded decimals.
  • S159 · premise_and_result_audit — Recompute CLT SUM ORIGINAL square times probability4 with exact rational arithmetic, not rounded decimals.
  • S158 · premise_and_result_audit — Recompute CLT SUM exact value square4 with exact rational arithmetic, not rounded decimals.
  • S157 · premise_and_result_audit — Recompute CLT SUM ORIGINAL ascending mean sum4 with exact rational arithmetic, not rounded decimals.
  • S156 · premise_and_result_audit — Recompute CLT SUM ORIGINAL value times probability4 with exact rational arithmetic, not rounded decimals.
  • S155 · premise_and_result_audit — Recompute CLT SUM ORIGINAL ascending second moment sum3 with exact rational arithmetic, not rounded decimals.
  • S154 · premise_and_result_audit — Recompute CLT SUM ORIGINAL square times probability3 with exact rational arithmetic, not rounded decimals.
  • S153 · premise_and_result_audit — Recompute CLT SUM exact value square3 with exact rational arithmetic, not rounded decimals.
  • S152 · premise_and_result_audit — Recompute CLT SUM ORIGINAL ascending mean sum3 with exact rational arithmetic, not rounded decimals.
  • S151 · premise_and_result_audit — Recompute CLT SUM ORIGINAL value times probability3 with exact rational arithmetic, not rounded decimals.
  • S150 · premise_and_result_audit — Recompute CLT SUM ORIGINAL ascending second moment sum2 with exact rational arithmetic, not rounded decimals.
  • S149 · premise_and_result_audit — Recompute CLT SUM ORIGINAL square times probability2 with exact rational arithmetic, not rounded decimals.
  • S148 · premise_and_result_audit — Recompute CLT SUM exact value square2 with exact rational arithmetic, not rounded decimals.
  • S147 · premise_and_result_audit — Recompute CLT SUM ORIGINAL ascending mean sum2 with exact rational arithmetic, not rounded decimals.
  • S146 · premise_and_result_audit — Recompute CLT SUM ORIGINAL value times probability2 with exact rational arithmetic, not rounded decimals.
  • S145 · premise_and_result_audit — Recompute CLT SUM ORIGINAL ascending second moment sum1 with exact rational arithmetic, not rounded decimals.
  • S144 · premise_and_result_audit — Recompute CLT SUM ORIGINAL square times probability1 with exact rational arithmetic, not rounded decimals.
  • S143 · premise_and_result_audit — Recompute CLT SUM exact value square1 with exact rational arithmetic, not rounded decimals.
  • S142 · premise_and_result_audit — Recompute CLT SUM ORIGINAL ascending mean sum1 with exact rational arithmetic, not rounded decimals.
  • S141 · premise_and_result_audit — Recompute CLT SUM ORIGINAL value times probability1 with exact rational arithmetic, not rounded decimals.
  • S140 · premise_and_result_audit — Recompute CLT SUM ORIGINAL ascending second moment sum0 with exact rational arithmetic, not rounded decimals.
  • S139 · premise_and_result_audit — Recompute CLT SUM ORIGINAL square times probability0 with exact rational arithmetic, not rounded decimals.
  • S138 · premise_and_result_audit — Recompute CLT SUM exact value square0 with exact rational arithmetic, not rounded decimals.
  • S137 · premise_and_result_audit — Recompute CLT SUM ORIGINAL ascending mean sum0 with exact rational arithmetic, not rounded decimals.
  • S136 · premise_and_result_audit — Recompute CLT SUM ORIGINAL value times probability0 with exact rational arithmetic, not rounded decimals.
  • S135 · premise_and_result_audit — Recompute CLT SUM ORIGINAL total distribution mass4 with exact rational arithmetic, not rounded decimals.
  • S134 · premise_and_result_audit — Recompute CLT SUM ORIGINAL total distribution mass3 with exact rational arithmetic, not rounded decimals.
  • S133 · premise_and_result_audit — Recompute CLT SUM ORIGINAL total distribution mass2 with exact rational arithmetic, not rounded decimals.
  • S132 · premise_and_result_audit — Recompute CLT SUM ORIGINAL total distribution mass1 with exact rational arithmetic, not rounded decimals.
  • S131 · premise_and_result_audit — Recompute CLT SUM ORIGINAL total distribution mass0 with exact rational arithmetic, not rounded decimals.
  • S130 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S129 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum4 bucket word15 with exact rational arithmetic, not rounded decimals.
  • S128 · premise_and_result_audit — Recompute CLT joint ORIGINAL word15 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S127 · premise_and_result_audit — Recompute CLT joint ORIGINAL word15 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S126 · premise_and_result_audit — Recompute CLT joint ORIGINAL word15 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S125 · premise_and_result_audit — Recompute CLT joint ORIGINAL word15 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S124 · premise_and_result_audit — Recompute CLT joint ORIGINAL word15 sum with exact rational arithmetic, not rounded decimals.
  • S123 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S122 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum3 bucket word14 with exact rational arithmetic, not rounded decimals.
  • S121 · premise_and_result_audit — Recompute CLT joint ORIGINAL word14 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S120 · premise_and_result_audit — Recompute CLT joint ORIGINAL word14 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S119 · premise_and_result_audit — Recompute CLT joint ORIGINAL word14 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S118 · premise_and_result_audit — Recompute CLT joint ORIGINAL word14 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S117 · premise_and_result_audit — Recompute CLT joint ORIGINAL word14 sum with exact rational arithmetic, not rounded decimals.
  • S116 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S115 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum3 bucket word13 with exact rational arithmetic, not rounded decimals.
  • S114 · premise_and_result_audit — Recompute CLT joint ORIGINAL word13 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S113 · premise_and_result_audit — Recompute CLT joint ORIGINAL word13 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S112 · premise_and_result_audit — Recompute CLT joint ORIGINAL word13 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S111 · premise_and_result_audit — Recompute CLT joint ORIGINAL word13 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S110 · premise_and_result_audit — Recompute CLT joint ORIGINAL word13 sum with exact rational arithmetic, not rounded decimals.
  • S109 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S108 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum2 bucket word12 with exact rational arithmetic, not rounded decimals.
  • S107 · premise_and_result_audit — Recompute CLT joint ORIGINAL word12 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S106 · premise_and_result_audit — Recompute CLT joint ORIGINAL word12 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S105 · premise_and_result_audit — Recompute CLT joint ORIGINAL word12 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S104 · premise_and_result_audit — Recompute CLT joint ORIGINAL word12 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S103 · premise_and_result_audit — Recompute CLT joint ORIGINAL word12 sum with exact rational arithmetic, not rounded decimals.
  • S102 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S101 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum3 bucket word11 with exact rational arithmetic, not rounded decimals.
  • S100 · premise_and_result_audit — Recompute CLT joint ORIGINAL word11 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S099 · premise_and_result_audit — Recompute CLT joint ORIGINAL word11 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S098 · premise_and_result_audit — Recompute CLT joint ORIGINAL word11 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S097 · premise_and_result_audit — Recompute CLT joint ORIGINAL word11 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S096 · premise_and_result_audit — Recompute CLT joint ORIGINAL word11 sum with exact rational arithmetic, not rounded decimals.
  • S095 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S094 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum2 bucket word10 with exact rational arithmetic, not rounded decimals.
  • S093 · premise_and_result_audit — Recompute CLT joint ORIGINAL word10 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S092 · premise_and_result_audit — Recompute CLT joint ORIGINAL word10 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S091 · premise_and_result_audit — Recompute CLT joint ORIGINAL word10 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S090 · premise_and_result_audit — Recompute CLT joint ORIGINAL word10 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S089 · premise_and_result_audit — Recompute CLT joint ORIGINAL word10 sum with exact rational arithmetic, not rounded decimals.
  • S088 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S087 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum2 bucket word9 with exact rational arithmetic, not rounded decimals.
  • S086 · premise_and_result_audit — Recompute CLT joint ORIGINAL word9 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S085 · premise_and_result_audit — Recompute CLT joint ORIGINAL word9 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S084 · premise_and_result_audit — Recompute CLT joint ORIGINAL word9 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S083 · premise_and_result_audit — Recompute CLT joint ORIGINAL word9 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S082 · premise_and_result_audit — Recompute CLT joint ORIGINAL word9 sum with exact rational arithmetic, not rounded decimals.
  • S081 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S080 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum1 bucket word8 with exact rational arithmetic, not rounded decimals.
  • S079 · premise_and_result_audit — Recompute CLT joint ORIGINAL word8 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S078 · premise_and_result_audit — Recompute CLT joint ORIGINAL word8 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S077 · premise_and_result_audit — Recompute CLT joint ORIGINAL word8 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S076 · premise_and_result_audit — Recompute CLT joint ORIGINAL word8 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S075 · premise_and_result_audit — Recompute CLT joint ORIGINAL word8 sum with exact rational arithmetic, not rounded decimals.
  • S074 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S073 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum3 bucket word7 with exact rational arithmetic, not rounded decimals.
  • S072 · premise_and_result_audit — Recompute CLT joint ORIGINAL word7 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S071 · premise_and_result_audit — Recompute CLT joint ORIGINAL word7 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S070 · premise_and_result_audit — Recompute CLT joint ORIGINAL word7 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S069 · premise_and_result_audit — Recompute CLT joint ORIGINAL word7 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S068 · premise_and_result_audit — Recompute CLT joint ORIGINAL word7 sum with exact rational arithmetic, not rounded decimals.
  • S067 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S066 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum2 bucket word6 with exact rational arithmetic, not rounded decimals.
  • S065 · premise_and_result_audit — Recompute CLT joint ORIGINAL word6 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S064 · premise_and_result_audit — Recompute CLT joint ORIGINAL word6 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S063 · premise_and_result_audit — Recompute CLT joint ORIGINAL word6 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S062 · premise_and_result_audit — Recompute CLT joint ORIGINAL word6 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S061 · premise_and_result_audit — Recompute CLT joint ORIGINAL word6 sum with exact rational arithmetic, not rounded decimals.
  • S060 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S059 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum2 bucket word5 with exact rational arithmetic, not rounded decimals.
  • S058 · premise_and_result_audit — Recompute CLT joint ORIGINAL word5 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S057 · premise_and_result_audit — Recompute CLT joint ORIGINAL word5 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S056 · premise_and_result_audit — Recompute CLT joint ORIGINAL word5 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S055 · premise_and_result_audit — Recompute CLT joint ORIGINAL word5 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S054 · premise_and_result_audit — Recompute CLT joint ORIGINAL word5 sum with exact rational arithmetic, not rounded decimals.
  • S053 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S052 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum1 bucket word4 with exact rational arithmetic, not rounded decimals.
  • S051 · premise_and_result_audit — Recompute CLT joint ORIGINAL word4 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S050 · premise_and_result_audit — Recompute CLT joint ORIGINAL word4 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S049 · premise_and_result_audit — Recompute CLT joint ORIGINAL word4 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S048 · premise_and_result_audit — Recompute CLT joint ORIGINAL word4 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S047 · premise_and_result_audit — Recompute CLT joint ORIGINAL word4 sum with exact rational arithmetic, not rounded decimals.
  • S046 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S045 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum2 bucket word3 with exact rational arithmetic, not rounded decimals.
  • S044 · premise_and_result_audit — Recompute CLT joint ORIGINAL word3 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S043 · premise_and_result_audit — Recompute CLT joint ORIGINAL word3 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S042 · premise_and_result_audit — Recompute CLT joint ORIGINAL word3 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S041 · premise_and_result_audit — Recompute CLT joint ORIGINAL word3 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S040 · premise_and_result_audit — Recompute CLT joint ORIGINAL word3 sum with exact rational arithmetic, not rounded decimals.
  • S039 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S038 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum1 bucket word2 with exact rational arithmetic, not rounded decimals.
  • S037 · premise_and_result_audit — Recompute CLT joint ORIGINAL word2 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S036 · premise_and_result_audit — Recompute CLT joint ORIGINAL word2 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S035 · premise_and_result_audit — Recompute CLT joint ORIGINAL word2 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S034 · premise_and_result_audit — Recompute CLT joint ORIGINAL word2 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S033 · premise_and_result_audit — Recompute CLT joint ORIGINAL word2 sum with exact rational arithmetic, not rounded decimals.
  • S032 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S031 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum1 bucket word1 with exact rational arithmetic, not rounded decimals.
  • S030 · premise_and_result_audit — Recompute CLT joint ORIGINAL word1 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S029 · premise_and_result_audit — Recompute CLT joint ORIGINAL word1 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S028 · premise_and_result_audit — Recompute CLT joint ORIGINAL word1 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S027 · premise_and_result_audit — Recompute CLT joint ORIGINAL word1 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S026 · premise_and_result_audit — Recompute CLT joint ORIGINAL word1 sum with exact rational arithmetic, not rounded decimals.
  • S025 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S024 · premise_and_result_audit — Recompute CLT joint ORIGINAL sum0 bucket word0 with exact rational arithmetic, not rounded decimals.
  • S023 · premise_and_result_audit — Recompute CLT joint ORIGINAL word0 probability factor3 with exact rational arithmetic, not rounded decimals.
  • S022 · premise_and_result_audit — Recompute CLT joint ORIGINAL word0 probability factor2 with exact rational arithmetic, not rounded decimals.
  • S021 · premise_and_result_audit — Recompute CLT joint ORIGINAL word0 probability factor1 with exact rational arithmetic, not rounded decimals.
  • S020 · premise_and_result_audit — Recompute CLT joint ORIGINAL word0 probability factor0 with exact rational arithmetic, not rounded decimals.
  • S019 · premise_and_result_audit — Recompute CLT joint ORIGINAL word0 sum with exact rational arithmetic, not rounded decimals.
  • S018 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S017 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal ORIGINAL second minus mean square with exact rational arithmetic, not rounded decimals.
  • S016 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal ORIGINAL mean square with exact rational arithmetic, not rounded decimals.
  • S015 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal ORIGINAL ascending second moment sum1 with exact rational arithmetic, not rounded decimals.
  • S014 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal ORIGINAL square times probability1 with exact rational arithmetic, not rounded decimals.
  • S013 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal exact value square1 with exact rational arithmetic, not rounded decimals.
  • S012 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal ORIGINAL ascending mean sum1 with exact rational arithmetic, not rounded decimals.
  • S011 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal ORIGINAL value times probability1 with exact rational arithmetic, not rounded decimals.
  • S010 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal ORIGINAL ascending second moment sum0 with exact rational arithmetic, not rounded decimals.
  • S009 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal ORIGINAL square times probability0 with exact rational arithmetic, not rounded decimals.
  • S008 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal exact value square0 with exact rational arithmetic, not rounded decimals.
  • S007 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal ORIGINAL ascending mean sum0 with exact rational arithmetic, not rounded decimals.
  • S006 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal ORIGINAL value times probability0 with exact rational arithmetic, not rounded decimals.
  • S005 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S004 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal ORIGINAL law mass sum1 with exact rational arithmetic, not rounded decimals.
  • S003 · premise_and_result_audit — Recompute CLT ORIGINAL common marginal ORIGINAL law mass sum0 with exact rational arithmetic, not rounded decimals.
  • S002 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.
  • S001 · premise_and_result_audit — Reverse-check the complete original data,step operands and premises;finite checks,conditional named-theorem use and general formal proof remain distinct.

Result

(4, [[0, 1/16], [1, 1/4], [2, 3/8], [3, 1/4], [4, 1/16]], 1, 2, 1, 2, 1, 0, 1, Z_n=(S_n-n*mu)/(sigma*sqrt(n)), complete_joint_law_moments_do_not_prove_distributional_convergence)

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: c2002eaa4bbc3f807602ba88f6bd568ed49960701329ecac01a5605ae3cbcebc
  • candidate record SHA-256: 99687d366f65fb541cba176bf17e83b07f4dea1ba9d1bd43426991bdce83a2e3
  • semantic review receipt SHA-256: 1b7a62514347b82518305d5feb4369a52d7d44c442a0f2b131e9eb3cd7b45f62
  • question-first witness SHA-256: 79dc2a1077081f3ea2a03f75e32778163bf05e814cdf4c29ed86e567295f9ee1
  • Lean: NOT_RUN · human review: NOT_PERFORMED
Same-source full JSON