Fix Untitled titles: convert all YAML frontmatter to org-style headers
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@@ -3,6 +3,7 @@
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:CREATED: [2026-05-11 Mon]
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:ID: bc537cf8-5ac8-46b9-a625-1d4f678ee9fc
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:END:
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#+title: Knowledge Sources
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* Knowledge Sources
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- [[file:semantic-wikipedia-as-entity-backbone.org][Semantic Wikipedia as Entity Backbone]] — The gate stack provides 50-70 entity classes — adequate for a coding agent where
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@@ -1,16 +1,8 @@
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---
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title: Empirical Validation — MOMo and Modular Ontology Engineering
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type: reference
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tags: :passepartout:architecture:
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---
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* Empirical Validation — MOMo and Modular Ontology Engineering
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:PROPERTIES:
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:ID: b572b3a0-0238-470f-9bf8-63d356f68fe0
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:ID: design-momo
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:CREATED: [2026-05-08 Fri]
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:WEIGHT: 40
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:CREATED: [2026-05-11 Mon]
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:END:
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#+title: Empirical Validation — MOMo and Modular Ontology Engineering
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#+filetags: :passepartout:architecture:
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Shimizu and Hitzler (2025, /Journal of Web Semantics/) argue that LLMs can significantly accelerate knowledge graph and ontology engineering — modeling, extension, population, alignment, and entity disambiguation — but /only/ if ontologies are modular.
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@@ -1,16 +1,8 @@
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---
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title: Semantic Wikipedia as Entity Backbone
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type: reference
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tags: :passepartout:architecture:
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---
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* Semantic Wikipedia as Entity Backbone
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:PROPERTIES:
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:ID: 183253ff-a0b7-468e-9858-6cb8ae2fb246
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:ID: design-wikipedia
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:CREATED: [2026-05-08 Fri]
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:WEIGHT: 40
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:CREATED: [2026-06-04 Thu]
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:END:
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#+title: Semantic Wikipedia as Entity Backbone
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#+filetags: :passepartout:architecture:
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The gate stack provides 50-70 entity classes — adequate for a coding agent where the domain is bounded to files, commands, and code symbols. For a general-knowledge memex, 50-70 is starvation. Your memex mentions Nabokov, /Pale Fire/, Kinbote, Zembla, paranoid reading, unreliable narrators, postmodernism, butterfly migration, chess problems, and the Russian exile experience. The gate stack knows none of these. Organic growth through prose extraction would take years just to cover the entities in one person's engagement with a single novel.
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