# Question 14938: The CDF Jump Is the Point Mass, Not the Whole CDF Value

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

R0028-14938 · q-20261014-advance-20261030-r06-cumulative-distribution-function-0038



## Original question and givens

Use the complete finite discrete law with distinct integer support=[0, 7, 13] and aligned nonnegative exact masses=[1/4, 1/4, 1/2], summing exactly to 1. Preserve support-to-mass alignment even when support is not sorted. F(t)=P(X≤t) includes equality. The CDF is not a point mass or density: its jump at t is P(X=t), it is nondecreasing and right-continuous, with endpoint limits 0 and 1. Keep exact reduced rational outputs with positive denominators, omitting /1 for integers. Threshold t=0. Give (t,left_limit,F_t,point_mass,jump_identity?).


- G001 — Use the complete finite discrete law with distinct integer support=[0, 7, 13] and aligned nonnegative exact masses=[1/4, 1/4, 1/2], summing exactly to 1. Preserve support-to-mass alignment even when support is not sorted. F(t)=P(X≤t) includes equality. The CDF is not a point mass or density: its jump at t is P(X=t), it is nondecreasing and right-continuous, with endpoint limits 0 and 1. Keep exact reduced rational outputs with positive denominators, omitting /1 for integers. Threshold t=0. Give (t,left_limit,F_t,point_mass,jump_identity?).





## Definition and scope

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


- [mko-cumulative-distribution-function](https://ocme.evemisslab.com/en/mko/mko-cumulative-distribution-function/)





## Step-by-step derivation

S001 · calculationBefore

CDF law total mass := sum(1/4, 1/4, 1/2)

After

CDF law total mass = 1

Conditions: none

Compute exactly from original roles and established intermediates,retaining denominators,signs,indices and necessary guards.

Step identifiers and dependenciesRule: exact_rational_arithmetic · Uses: G001





S002 · impliesBefore

original ordered support=[0, 7, 13];raw aligned masses=[[1, 4], [1, 4], [1, 2]]

After

normalized aligned masses=[1/4, 1/4, 1/2];nonnegative=Yes;total=1

Conditions: none

Qualify distinct support,nonnegative masses and unit total.Preserve original support-mass pairing even if unsorted,and retain zero-mass support points.This independently enforces the probability-law premise declared by the source English scope.

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





S003 · impliesBefore

threshold CDF:original support index=0;value=0;threshold=0

After

test value<=threshold=Yes;aligned mass=1/4

Conditions: none

Test the threshold at each original support index and use its aligned mass.Distinguish strict< from inclusive≤;do not sort support while retaining old mass positions.

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





S004 · impliesBefore

threshold CDF:original support index=1;value=7;threshold=0

After

test value<=threshold=No;aligned mass=1/4

Conditions: none

Test the threshold at each original support index and use its aligned mass.Distinguish strict< from inclusive≤;do not sort support while retaining old mass positions.

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





S005 · impliesBefore

threshold CDF:original support index=2;value=13;threshold=0

After

test value<=threshold=No;aligned mass=1/2

Conditions: none

Test the threshold at each original support index and use its aligned mass.Distinguish strict< from inclusive≤;do not sort support while retaining old mass positions.

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





S006 · calculationBefore

threshold CDF selected mass sum := sum(1/4)

After

threshold CDF selected mass sum = 1/4

Conditions: none

Compute exactly from original roles and established intermediates,retaining denominators,signs,indices and necessary guards.

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





S007 · impliesBefore

CDF left limit:original support index=0;value=0;threshold=0

After

test value<threshold=No;aligned mass=1/4

Conditions: none

Test the threshold at each original support index and use its aligned mass.Distinguish strict< from inclusive≤;do not sort support while retaining old mass positions.

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





S008 · impliesBefore

CDF left limit:original support index=1;value=7;threshold=0

After

test value<threshold=No;aligned mass=1/4

Conditions: none

Test the threshold at each original support index and use its aligned mass.Distinguish strict< from inclusive≤;do not sort support while retaining old mass positions.

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





S009 · impliesBefore

CDF left limit:original support index=2;value=13;threshold=0

After

test value<threshold=No;aligned mass=1/2

Conditions: none

Test the threshold at each original support index and use its aligned mass.Distinguish strict< from inclusive≤;do not sort support while retaining old mass positions.

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





S010 · calculationBefore

CDF left limit selected mass sum := sum()

After

CDF left limit selected mass sum = 0

Conditions: none

Compute exactly from original roles and established intermediates,retaining denominators,signs,indices and necessary guards.

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





S011 · calculationBefore

CDF threshold point mass := sum(1/4)

After

CDF threshold point mass = 1/4

Conditions: none

Compute exactly from original roles and established intermediates,retaining denominators,signs,indices and necessary guards.

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





S012 · calculationBefore

CDF left limit plus point mass := sum(0, 1/4)

After

CDF left limit plus point mass = 1/4

Conditions: none

Compute exactly from original roles and established intermediates,retaining denominators,signs,indices and necessary guards.

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





S013 · impliesBefore

threshold=0;strict-below support mass=0;equal-point original indices=[0];point mass=1/4

After

left limit+point mass=1/4=F_t=1/4

Conditions: none

With finite support,approaching t from the left eventually includes every atom<t but not t itself,hence the strict sum is the left limit.F(t) adds the point mass,zero when t is absent.The whole CDF value is not its jump,and left continuity is not generally asserted.

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









## Reverse checks


- S013 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S012 · premise_and_result_audit — Recompute CDF left limit plus point mass with exact rational arithmetic, not rounded decimals.
- S011 · premise_and_result_audit — Recompute CDF threshold point mass with exact rational arithmetic, not rounded decimals.
- S010 · premise_and_result_audit — Recompute CDF left limit selected mass sum with exact rational arithmetic, not rounded decimals.
- S009 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S008 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S007 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S006 · premise_and_result_audit — Recompute threshold CDF selected mass sum with exact rational arithmetic, not rounded decimals.
- S005 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S004 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S003 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S002 · premise_and_result_audit — Check against the original data and this step's premises; a one-way implication is not an equivalence.
- S001 · premise_and_result_audit — Recompute CDF law total mass with exact rational arithmetic, not rounded decimals.





## Result

(0, 0, 1/4, 1/4, Yes)

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: 938755bc6c93c1842614946a67bd855698feade1d565f4bd6fa8cd104f6e03ea
- candidate record SHA-256: 7f78e873c6a229fdadb8f3dade2ea36b0c5d7dd567477e9d075871abe38dddf1
- semantic review receipt SHA-256: bfea39236e49aa7e44aa18bfa0d7857ff34a6acb762d0599e20b0f5af0f209ae
- question-first witness SHA-256: 61c433f5c1e55ed4d84d08557fb8c117d26bbd404fdf05519ad42c09324c36e0
- Lean: NOT_RUN · human review: NOT_PERFORMED

[Same-source full JSON](https://ocme.evemisslab.com/data/question-derivations/questions/q-20261014-advance-20261030-r06-cumulative-distribution-function-0038.json)




