How can I find associated types of an entity ?

[mailong25]

I want to extract the optimal entity from a list of candidates using Equation 6 from the paper:

But I don't how to find associated types of each candidate entity. Is there any easy way to get associated types from Wikipedia_anchor_text or Wikipedia_ID.

[JonathanRaiman]

It's a two-step process:

1. Use a lookup table in the TypeCollection class such as name2id (https://github.com/openai/deeptype/blob/master/extraction/classifiers/type_classifier.py#L17) to obtain a numerical id
2. load the projections (type, time, location, etc.) using code such as this one

   deeptype/extraction/evaluate_type_system.py

   Line 52 in 1156818

   def load_oracle_classification(path):

3. The classify method

   deeptype/extraction/evaluate_type_system.py

   Line 49 in 1156818

   def classify(self, index):

   of the projections gives you the associated types (e.g. type = load_oracle_classification("/path/to/classifcation").classify(wkd("Human")))