structural-explainability

Authoritative specification of Accountable Entities (AE).

Authoritative specification of Structural Explainability (SE).

Generate and check GitHub CODEOWNERS from accountable surface declarations.

Lean 4 formalization of the neutral structural substrate for Structural Explainability, defining admissibility, separation, and substrate invariants independent of identity regimes.

Administrative tooling and automation for enforcing Structural Explainability (SE) standards across repositories.

Paper defining neutral substrates that preserve shared reference without adopting contested interpretations.

Structural Explainability mapping examples for Grade 8 mathematics (CTX -> NOR), including NAEP, CCSS, and international systems, includes validation and coverage matrix generation.

Lean 4 formalization of the Governance Boundary.

Documentation site for Structural Explainability.

Superseded: Lean 4 formalization of the contextual structural explainability layer.

Authoritative specification of Governance Boundary (GB).

Interactive decision tree for classifying objects into Structural Explainability identity and persistence regimes.

Language-neutral, data-first contract for accountable records, verifiable exports, conformance reports, subject mappings, and package-based verification.

Provides generic contract loading, resolution, and validation machinery for Structural Explainability contract repositories.

Authoritative specification of the Evolution Protocol (EP).

Lean 4 formalization of the exchange protocol schemas.

This paper derives identity regimes that preserve stable reference when neutral substrates are transformed under persistent disagreement.

Lean 4 formalization of identity regimes for Structural Explainability, defining six canonical regimes, nine derived profiles, and transformation-based identity classification.

Lean 4 formalization of the contextual structural explainability layer.

Authoritative specification of Contextual Evidence & Explanations (CEE).