When building a custom model for entity extraction, I created new entities as well. It seems like there is still no way to change/add to the training data once a model is trained, so I had to train a new model from scratch. When I did that it seems that I lost some of the custom entities that I created before, so I had to create them again, which is yet another additional manual work. Is it possible to define a custom entity that does not 'die' together with the model?
For example I have a trained model with a custom entity - PaymentId, and if I create another model, I don't have access to the PaymentId entity, so I guess the custom entities are limited to the scope of the model where they were created, but the question is can I create an entity that is available to all my models - same as the prebuilt entities.
Trained model using PaymentId entity
NEW Model where I don't have access to the PaymentId entity