Moreover, for subsequent applications such as search engines or chatbot platforms to easily utilize the FG-NER results, we want to classify an entity to exactly one category in the hierarchy based on the context in which the entity appears.
we need an entity category hierarchy that does not allow overlap between the categories (Sekine, 2008).