verify-names-and-locations
Installation
SKILL.md
Verify Names, Locations, & Entities (Entity Grounding) (AI Skill)
Overview
Large Language Models do not possess a live GPS or relational database of human beings; they generate names and locations based on statistical token probability.
When asked to generate market research ("Who is the Head of Procurement at Company X?" or "List 5 boutique coffee roasters in Austin, Texas"), AI models frequently synthesize plausible-sounding names, fake street addresses, and nonexistent executives.
The Entity Grounding Protocol establishes strict rules for detecting entity hallucinations and verifying proper nouns against external ground truth.