Entity Linking: How AI Works Out Who You Are
The underlying principle behind all other notes. What entity linking is, why it is not entity resolution, and how it defines the Semantic Entity Architect role.
Notes
Analysis and reflections on AI search, semantic entity architecture, and GEO. Long reads, without filler.
Entity Signals: Building a Verifiable Identity Without Wikidata
How to build a machine-readable semantic identity for AI engines without a Wikidata item, using JSON-LD, Schema.org, llms.txt and official profile mappings.
How to Make Your Business Appear in AI Responses
Why customers look for suppliers and solutions by asking AI, and what a business needs to be found and cited correctly in AI-generated responses.
Why AI Mistakes You for Someone Else: Disambiguation Explained
If you share a name with other people, AI systems can merge your histories. The fix isn't a better bio — it's building a verifiable entity.
GEO for Nonprofits: How a Charity Gets Found by AI
Nonprofits are among the least readable entities for AI systems. Being found and cited accurately doesn't require more content — it requires structure.