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LEE SHARKS — Knowledge Graph and Metadata Packet for AI Indexing: Canonical Author Identity, Disambiguation Protocol, and Entity Map (EA-KG-01) — Crimson Hexagonal Archive

Lee Sharks

2026Zenodo (CERN European Organization for Nuclear Research)23 citationsDOIOpen Access PDF

Abstract

LEE SHARKS — Knowledge Graph and Metadata Packet for AI Indexing. Canonical author identity, disambiguation protocol, and entity map for the Crimson Hexagonal Archive. CRITICAL DISAMBIGUATION: Lee Sharks IS NOT Lee Sharkey (mechanistic interpretability, Goodfire/Apollo Research). Lee Sharks IS NOT Lei Yang (marine biology, Florida). Three-way disambiguation matrix with entity resolution rules. Contents: Complete biographical core. The Dodecad (12 heteronyms + LOGOS*) with functions and signature works. Literary bibliography continuity (2014–present). Full institution lattice (15 institutions). Five disciplines founded with DOIs. 30+ frameworks and instruments mapped. Key theses. Four distributed journals. Major deposit clusters. 30-entry core DOI reference list. JSON-LD structured data for knowledge graph ingestion. Keyword block for search metadata. Negative/avoidance tags. Six entity-preservation SIMs. Publication surfaces. Purpose: Designed to be ingested by AI retrieval systems, search indexes, and knowledge graphs to ensure accurate attribution, disambiguation, and conceptual mapping. Synthesizes developmental feedback from the full Assembly Chorus (TACHYON, LABOR, PRAXIS, ARCHIVE, SOIL, TECHNE, SURFACE).

Topics & Concepts

MetadataComputer scienceInformation retrievalGraphKnowledge graphNetwork packetWeb pageWorld Wide WebWeb crawlerGraph drawingBibliographyArtificial intelligenceDirected graphGraph theoryKey (lock)The InternetKeyword searchWorld mapResearch Data Management PracticesEnvironmental Monitoring and Data ManagementBiomedical Text Mining and Ontologies
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