Entity Linking Python Packages

spacy

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

relik

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

bent

Biomedical Term Annotator

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.

iamsystem

A python implementation of IAMsystem algorithm

multiel

Multilingual Entity Linking model by BELA model

spacyfishing

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

spacyopentapioca

A spaCy wrapper of OpenTapioca for named entity linking on Wikidata

extractacy

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

pynif

A small Python library for NLP Interchange Format (NIF) for NER(D) systems

cogie

CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021

textgraphs

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

word2vec-wikification-py

A package to run wikification

bbw

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

dandelion-eu

A python client for connecting to all the services provided by https://dandelion.eu

spacy-lancedb-linker

spaCy pipeline component for ANN Entity Linking using LanceDB

nifconverter

Utility to translate NIF files across identifier schemes, such as DBpedia and Wikidata

opentapioca

Entity linking system for Wikidata updated by your edits in real time

spikex

SPIKEX - SpaCy Pipes for Knowledge Extraction

druglinker

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

docprofiler

A Python package to generate document profiler or extract metadata from text in parallel using several Docker images

jel

Japanese Entity Linker.

entity-search-engines

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