E04 — Master Knowledge Relationship Engine

E04 — Master Knowledge Relationship Engine

Architecture specification. Establishes and maintains academic relationships across the ecosystem. Runs after E02/E03.

Purpose

Establish and maintain academic relationships between existing assets. It never recreates assets, never duplicates data, never generates academic content.

Relationship Types

  • Parent / Child
  • Prerequisite / Postrequisite
  • Related / Similar
  • Cites / Cited-by
  • Author / Work
  • Concept / Sub-concept

Networks

  • Thinker network
  • Book network
  • Course network
  • Concept network
  • Cross-disciplinary network

Consistency Detection (report only)

  • Broken relationships
  • Duplicate relationships
  • Orphan nodes
  • Circular dependencies

Restrictions

  • Never recreate assets.
  • Never duplicate data.
  • Never generate academic content.
  • Only establish and maintain relationships.

Codex Handover

Deliver relationship taxonomy, network models, recommendation-edge rules, and consistency-check report spec. Stop.

Content status: Draft. Architecture specification only — no academic content generated, no data fabricated, no external content crawled or imported. Domain: kba13academy.com. Engine: E04 Knowledge Relationship. Handover: Codex / Owner.