A user tried NER tagging using Spacy in two cases but failed to get the desired output.

Case1.

Case2.

This happens because Spacy learns from the contextual structure of the sentence. It considers the surrounding words of the entities and assumes whether it is a person, organization or a place. Let us take an example

Here , ‘Anwarvic’ is used in three cases in three ways which is why Spacy predicted three different types of entities. In the last case, ‘awesome’ is used before the entity which is a generic adjective which describes almost anything. This is why Spacy is confused in the last case.