ONTOLOGY_TECHNICAL_DETAILS

A meta-documentation node cataloguing the technical structure, bidirectional link patterns, missing parent audits, and inheritance statistics of the NarrativeGoldmine ontology graph. It serves as a diagnostic reference for ontology engineers, documenting cross-domain isolation rules, broken reference inventories, and recommended file structures for parent concept pages.

Semantic Classification

Content

• This page catalogues the technical structure, bidirectional link patterns, missing parent audits, and inheritance statistics of the NarrativeGoldmine ontology graph. It serves as a diagnostic reference for ontology engineers.

  PART 1: BIDIRECTIONAL PAIR EXAMPLES

  Example 1: Hyperledger Implementation Cluster

  File: BC-0426-hyperledger-fabric.md references back to: BC-0427-hyperledger-besu, BC-0428-enterprise-blockchain-architecture, BC-0429-permissioned-blockchain, BC-0430-private-channels, Hyperledger Besu, Enterprise Blockchain Architecture, Permissioned Blockchain, Private Channels

  File: BC-0427-hyperledger-besu.md references back to: BC-0426-hyperledger-fabric, BC-0428-enterprise-blockchain-architecture, BC-0429-permissioned-blockchain, Hyperledger Fabric, Enterprise Blockchain Architecture, Permissioned Blockchain

  Pattern: Bidirectional peer references showing related implementations (Fabric vs Besu), parent architecture (Enterprise Blockchain Architecture), and related patterns (Permissioned Blockchain). Assessment: APPROPRIATE — these are alternative implementations that naturally reference each other.

  Example 2: Enterprise Architecture Cross-References

  File: BC-0428-enterprise-blockchain-architecture.md references: BC-0426-hyperledger-fabric (reciprocal), BC-0427-hyperledger-besu (reciprocal), BC-0429-permissioned-blockchain (reciprocal), Hyperledger Fabric, Hyperledger Besu, Permissioned Blockchain

  Pattern: Hub-and-spoke — BC-0428 (Enterprise Blockchain Architecture) is the hub with mutual refs to Hyperledger Fabric, Hyperledger Besu, and Permissioned Blockchain. Assessment: EXPECTED — hub pages naturally reference their implementation pages.

  PART 2: MISSING PARENT PAGE ANALYSIS

  Critical Issue: “Blockchain Entity” Parent

  95 BC pages (e.g., BC-0047, BC-0054, BC-0018, etc.) use is-subclass-of:: [[Blockchain Entity]] but the page Blockchain Entity.md does not exist. Logseq Impact: cannot click Blockchain Entity in BC pages; no backlinks visible in graph; ontology visualisation breaks; knowledge graph traversal fails.

  Missing parent tree (Blockchain Entity):

• BC-0047-preimage-resistance, BC-0054-miner, BC-0018-transaction-pool, BC-0019-mempool, BC-0013-block-size, BC-0014-block-time, BC-0015-chain-reorganization, … (88 more pages — total: 95 children)

  Other Missing Parents

• BC-0001-blockchain.md uses is-subclass-of:: [[Distributed Data Structure]] — page Distributed Data Structure.md missing

• BC-0051-consensus-mechanism.md uses is-subclass-of:: [[Distributed Protocol]] — page Distributed Protocol.md missing

• BC-0001-blockchain.md uses is-subclass-of:: [[Cryptographic System]] — page Cryptographic System.md missing

• BC-0026-cryptography.md uses is-subclass-of:: [[Mathematical Science]] — page Mathematical Science.md missing

  PART 3: GOOD INHERITANCE EXAMPLES (One-Way)

  BC-0002-distributed-ledger.md has real parent links: is-subclass-of:: [[Data Structure]], [[Distributed System]], [[Record-Keeping System]] — however all three parent pages are also missing. Even the “good” inheritance links point to missing parents.

  Newer BC-0426+ files use the updated ontology structure and do NOT use is-subclass-of:: with BC-#### parents.

  PART 4: INHERITANCE STATISTICS BY DOMAIN

  Blockchain Domain (BC-####)

• Total BC files: 200

• Files with is-subclass-of: 100 — of which: pointing to BC-#### ontology: 0; pointing to KB pages: 1; pointing to MISSING pages: 99

• Missing parent files: “Blockchain Entity” (95 children), “Data Structure” (1 child), “Distributed Data Structure” (1 child), “Distributed Protocol” (1 child), “Distributed System” (many children), “Cryptographic System” (many), “Mathematical Science” (1 child)

  AI Domain (AI-####)

• Total AI files: 63; files with is-subclass-of: 1 — pointing to KB pages: 1; pointing to MISSING pages: 0

• Status: Better than BC domain — only 1 file with broken inheritance

  PART 5: COMPLETE MISSING PARENT AUDIT

  Pages that need to be created:

• Blockchain Entity.md — parent of BC-0001, BC-0003, BC-0006, BC-0009–BC-0015, … (95 total children). Create with structure similar to BC-0002-distributed-ledger.md

• Distributed Data Structure.md — children: BC-0001-blockchain

• Distributed Protocol.md — children: BC-0051-consensus-mechanism

• Cryptographic System.md — children: BC-0001-blockchain

• Mathematical Science.md — children: BC-0026-cryptography

• Data Structure.md — children: BC-0002-distributed-ledger

• Record-Keeping System.md — children: BC-0002-distributed-ledger

• Distributed System.md — children: BC-0002-distributed-ledger and others

  PART 6: DOMAIN ISOLATION VERIFICATION

• All BC-#### files checked for inheritance from AI-#### files: NONE — perfect domain isolation achieved

• All AI-#### files checked for inheritance from BC-#### files: NONE

• All wiki-style references … checked between domains: NONE — no bidirectional pairs span domains

  PART 7: RECOMMENDED FILE STRUCTURE FOR MISSING PARENTS

  When creating missing parent pages (e.g., Blockchain Entity.md), include: Definition section, Related Concepts linking to Block, Transaction, Node, Consensus Mechanism, See Also linking to Distributed Ledger, Cryptographic System, Peer-to-Peer Network, and a Children list enumerating BC-0001-blockchain, BC-0003-block, BC-0006-transaction, etc.

Provenance