There's a component for Entity Linking available in spaCy, but you have to train it yourself, as the use-cases (type of entities, type of knowledge base etc) can vary greatly. See more here: https://spacy.io/api/entitylinker

there is also BLINK by Facebook

https://github.com/facebookresearch/BLINK