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Framework

Semantic proximity and causality measurement protocol

Proposed protocol for measuring semantic proximity, causal relevance, false neighbors and response legitimacy separately.

CollectionFramework
TypeProtocol
Layersemantic-boundary
Version0.1-proposed
Stabilization2026-07-06
Published2026-07-06
Updated2026-07-06

Governance artifacts

Governance files brought into scope by this page

This page is anchored to published surfaces that declare identity, precedence, limits, and the corpus reading conditions. Their order below gives the recommended reading sequence.

  1. 01proximity-causality-protocol.json
  2. 02semantic-proximity-separation.json
  3. 03false-neighbors.json
Artifact#01

proximity-causality-protocol.json

/proximity-causality-protocol.json

Published machine-first governance surface.

Governs
Part of the corpus reading conditions.
Bounds
An inference zone that would otherwise remain implicit.

Does not guarantee: This file does not, on its own, guarantee system obedience.

Artifact#02

semantic-proximity-separation.json

/semantic-proximity-separation.json

Published machine-first governance surface.

Governs
Part of the corpus reading conditions.
Bounds
An inference zone that would otherwise remain implicit.

Does not guarantee: This file does not, on its own, guarantee system obedience.

Artifact#03

false-neighbors.json

/false-neighbors.json

Published machine-first governance surface.

Governs
Part of the corpus reading conditions.
Bounds
An inference zone that would otherwise remain implicit.

Does not guarantee: This file does not, on its own, guarantee system obedience.

Complementary artifacts (1)

These surfaces extend the main block. They add context, discovery, routing, or observation depending on the topic.

Evidence layer

Probative surfaces brought into scope by this page

This page does more than point to governance files. It is also anchored to surfaces that make observation, traceability, fidelity, and audit more reconstructible. Their order below makes the minimal evidence chain explicit.

  1. 01
    Canon and scopeDefinitions canon
  2. 02
    Response authorizationQ-Layer: response legitimacy
Canonical foundation#01

Definitions canon

/canon.md

Opposable base for identity, scope, roles, and negations that must survive synthesis.

Makes provable
The reference corpus against which fidelity can be evaluated.
Does not prove
Neither that a system already consults it nor that an observed response stays faithful to it.
Use when
Before any observation, test, audit, or correction.
Legitimacy layer#02

Q-Layer: response legitimacy

/response-legitimacy.md

Surface that explains when to answer, when to suspend, and when to switch to legitimate non-response.

Makes provable
The legitimacy regime to apply before treating an output as receivable.
Does not prove
Neither that a given response actually followed this regime nor that an agent applied it at runtime.
Use when
When a page deals with authority, non-response, execution, or restraint.

Purpose

This proposed protocol prevents CCL from absorbing the semantic-proximity question. It separates measurements that may look adjacent but do not govern the same decision.

Axes to measure separately

Axis Question Risk if fused
Semantic proximity Do the elements resemble one another? Confusing neighborhood with equivalence.
Causal relevance Does one create the need for the other? Inventing a chain of necessity.
Non-equivalence Does this proximity hide a false neighbor? Fusing two doctrines or two offers.
Response legitimacy Do the sources authorize the response? Producing a plausible but unguided output.
Proof Does a canonical surface support the claim? Turning association into a claim.

Minimal protocol

  1. Identify the concepts or pages being brought together.
  2. Declare the observed proximity without concluding equivalence.
  3. Check whether a causal relation is published.
  4. Check whether a false neighbor is declared.
  5. Check whether Q-Layer authorizes a response.
  6. Answer while separating proximity, causality, proof and promise.

Status

This protocol is proposed. It frames future audit work. It does not declare a final metric or universal observable performance.

Behavioral testset

The protocol is paired with a proposed machine-readable testset at /false-neighbor-behavioral-testset.json. The testset contains trap prompts, expected boundaries and forbidden implications for the initial false-neighbor pairs. It does not publish measured model performance.