entity-linking-wikidata-local

What problem does it solve? Authors writing historical or geographically grounded fiction need to verify real-world references without sending private manuscripts to cloud APIs. This Skill resolves entity mentions to Wikidata identifiers entirely offline while keeping fictional characters and places in a separate local ontology. ## Core Features & Use Cases - Local Entity Linking: Matches extracted entities against a local Wikidata SQLite/DuckDB index and resolves ambiguity with cosine similarity over local embeddings (FastText or BERTimbau). - Fiction Filtering: Compares NER output against the novel's own character and location database so fictional entities are never mislinked to real-world QIDs. - Dynamic Fictional Ontology: Builds and maintains an in-memory graph of the author's invented characters and places alongside factual annotations. - Use Case: A novelist writes "Dom Pedro II viajou para Paris" and the Skill returns Paris with QID Q90 at 0.94 confidence, while a fictional character named "Júlio César" is kept in the local fiction graph instead of being linked to the Roman emperor. ## Quick Start Link the entities extracted from my current manuscript chapter to Wikidata entries using the local index and flag any fictional characters separately.