How to assign an ID to a entity in a Google AuoML natural language entity extraction model?

Question

How to give assign an ID to the entities added into AutoML Natural Language entity recognition model. For example, I Have added an entity "Chelsea" under "Sports" Label. How will I assign "Chelsea" an ID, so that whenever an article with an entity "Chelsea" comes in, it gets auto-tagged to a database?

Answer 1

You'll probably want to follow the documentation which will be helpful in explaining how AutoML Natural Language works.

Basically, you are labeling your entities by category, and then an ML model will be built to recognize when a word or phrase should fall within that category -- even one's you haven't labeled. You are not building a list of future labeled entities to extract from text, that would be a simple algorithm and not machine learning.