Entity Linking Python Packages

spacy

💫 Industrial-strength Natural Language Processing (NLP) in Python

bent

Biomedical Term Annotator

spacyfishing

A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata

word2vec-wikification-py

A package to run wikification

spacyopentapioca

A spaCy wrapper of OpenTapioca for named entity linking on Wikidata

relik

Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget

strwythura

Strwythura: construct an entity-resolved knowledge graph from structured data sources and unstructured content sources, implementing an ontology pipeline, plus context engineering for optimizing AI application outcomes within a specific domain. This produces a Streamlit app, with MLOps instrumentation.

textgraphs

TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph

spacy-lancedb-linker

spaCy pipeline component for ANN Entity Linking using LanceDB

iamsystem

A python implementation of IAMsystem algorithm

multiel

Multilingual Entity Linking model by BELA model

pynif

A small Python library for the NLP Interchange Format (NIF)

cogie

CogIE: An Information Extraction Toolkit for Bridging Text and CogNet

bbw

Entity linking, entity typing and relation extraction: Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup

dandelion-eu

Connect to the dandelion.eu API in a very pythonic way!

extractacy

A SpaCy pipeline object for extracting values that correspond to a named entity (e.g., birth dates, account numbers, or laboratory results)

nifconverter

A tool to convert NIF files across identifier schemes (DBpedia, Wikidata, ...)

docprofiler

A Python package to generate document profiles and extract metadata from text in parallel using several Docker images and NLP tools/frameworks.

druglinker

Simple exact-matching algorithm to standardise drug names appearing on the DrugBank open-access repository

jel

Japanese Entity Linker.

spikex

SPIKEX - SpaCy Pipes for Knowledge Extraction

opentapioca

Simple entity linking service for Wikidata

entity-search-engines

Entity search engines for Google and Wikidata. Helping to link the two together and provide a way to ground entities