On: Wikipedia2Vec: Optimized Implementation for Learni...

[ikuyamada]

My past paper describes an entity linking method based on Wikipedia2Vec: https://arxiv.org/abs/1601.01343

You need to extract entity names using an NER software (e.g., SpaCy, Stanford NER), and resolve the names to knowledge base entities using the entity linking method.