Training the named entity recognizer in SpaCy

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I am trying to add a new entity to the SpaCy model for which I am followed this resource: Training the Entity Recognizer

As per the documentation SpaCy requires a few 100 examples in order to add a new entity, which I have added accordingly. Yet my model fails to recognize the new entity when presented by a random text. What is it that I am doing wrong.

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