E10 — Master Content Ingestion Engine

E10 — Master Content Ingestion Engine

Architecture specification. The official gateway through which every verified intellectual asset enters the ecosystem. External ingestion NOT executed by this build.

Scope & Boundary

This build defines the ingestion architecture, source registry, and workflows only. No external sources were crawled and no copyrighted full text was imported. Actual ingestion runs are executed by Codex under owner authorization.

Source Registry

  • Primary: KBA13 Insight, Academy, Research Center, Digital Library, Publishing
  • Secondary: Amazon KDP, Google Scholar, Crossref, OpenAlex, ORCID, Scopus, SINTA, DOAJ, Semantic Scholar, SSRN, institutional repositories, publisher sites, conference proceedings
  • Tertiary: personal site, media, opinion columns, magazines, newspapers, slides, lecture/teaching/research notes
  • Manual: Books, PDF, DOCX, PPTX, CSV, images, video, audio, datasets, ZIP

Identity Matching

  • Author name & alternatives
  • ORCID, ISBN, DOI
  • Institution, publisher, year
  • Known publication history
  • Metadata similarity

Confidence Score

  • 100% Verified
  • 90% Highly probable
  • 70% Probable
  • 50% Possible
  • Below 50% — reject until manual review

Approval Workflow (never auto-publish)

  • Pending Review
  • Approved
  • Rejected
  • Merged
  • Duplicate
  • Archived

After Approval

AI reading (only where legally available) extracts title, abstract, keywords, thinkers, concepts, methodologies, countries, School classification. Metadata enriched via Crossref/OpenAlex/internal graph. Then distributed to Registry, Knowledge Graph, Digital Library, Research, Publishing, Courses, Reading Lists, Recommendation, Discovery, Pathway engines.

Duplicate & Version Control

  • Detect duplicate books/articles/reports/metadata/URL/DOI/ISBN, merged editions
  • Track Original / Revision / Update / Replacement / Translation / New Edition

Admin Dashboard

  • New / Pending / Approved / Rejected assets
  • Duplicate candidates, failed imports
  • Import history, source statistics

Restrictions

  • Never create fake publications.
  • Never import copyrighted full texts without permission.
  • Never publish unverified assets.
  • Never overwrite verified metadata.
  • Never duplicate existing assets.
  • Do NOT crawl external sources in this build — owner/Codex executes ingestion.

Codex Handover

Deliver source registry, import/approval/metadata/distribution workflows, and dashboard spec. Ingestion execution handed to Codex. Stop.

Content status: Draft. Architecture specification only — no academic content generated, no data fabricated, no external content crawled or imported. Domain: kba13academy.com. Engine: E10 Content Ingestion. Handover: Codex / Owner.