Authoritative specification of Accountable Entities (AE).
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Updated
Aug 1, 2026 - Python
Authoritative specification of Accountable Entities (AE).
Structural Explainability mapping examples for Grade 8 mathematics (CTX -> NOR), including NAEP, CCSS, and international systems, includes validation and coverage matrix generation.
Authoritative specification of Structural Explainability (SE).
Documentation site for Structural Explainability.
Paper defining neutral substrates that preserve shared reference without adopting contested interpretations.
Superseded: Lean 4 formalization of the contextual structural explainability layer.
Lean 4 formalization of the neutral structural substrate for Structural Explainability, defining admissibility, separation, and substrate invariants independent of identity regimes.
Lean 4 formalization of the Governance Boundary.
Administrative tooling and automation for enforcing Structural Explainability (SE) standards across repositories.
Generate and check GitHub CODEOWNERS from accountable surface declarations.
Authoritative specification of Governance Boundary (GB).
Interactive decision tree for classifying objects into Structural Explainability identity and persistence regimes.
Invariant primitives and structural constants for the Structural Explainability (SE) ecosystem.
Lean 4 formalization of Accountable Entities (AE): six named entity kinds and their mapping to six identity regimes.
Judicial accountable record system for opinions, claims, holdings, citations, dependencies, and later treatment.
Lean 4 formalization of the contextual structural explainability layer.
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.
Structural Explainability education mathematics mapping patterns and NOR (ACU) definitions for cross-system alignment (CTX -> NOR).
Lean 4 formalization of Structural Explainability integration, composing substrate and identity regimes into cross-cutting theorems, traceability, and system-level invariants.
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