Entity Linking Script
by Community · open-source · Last verified 2026-03-17
Disambiguates named entities in text by linking them to canonical Wikidata or custom knowledge base entries, using a bi-encoder retriever followed by a cross-encoder reranker. Handles multi-lingual input via mBERT and outputs entity URIs with confidence scores for downstream graph population.
https://github.com/facebookresearch/BLINK ↗C+
C+—Average
Adoption: C+Quality: B+Freshness: ACitations: C+Engagement: F
Specifications
- License
- MIT
- Pricing
- open-source
- Capabilities
- entity-disambiguation, bi-encoder-retrieval, cross-encoder-reranking, multi-lingual
- Integrations
- transformers, faiss, spacy, wikidata-api
- Use Cases
- knowledge-base-population, news-analytics, literature-mining
- API Available
- No
- Language
- python
- Dependencies
- transformers, faiss-cpu, spacy, requests, numpy
- Environment
- Python 3.10+
- Est. Runtime
- 3-10 minutes per 10k documents
- Tags
- entity-linking, nel, wikidata, disambiguation, nlp
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
52.1Adoption
55
Quality
78
Freshness
80
Citations
58
Engagement
0