Entity Linking and Recognition

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I'm trying to build an entity recognition model using Spacy and that links any recognized set of entities to documents in the database.

My holdup for now is that I haven't found a good way of integrating the Sentiment analysis I'm to use with my model. Do I really need a sentiment analysis?

All suggestions are welcome!!!

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