NLP to find relationship between entities

Question

My current understanding is that it\'s possible to extract entities from a text document using toolkits such as OpenNLP, Stanford NLP.

However, is there a way to fi

Answer 1

Yes absolutely. This is called Relation Extraction. Stanford has developed several useful tools for working on this problem.

Here is there website: http://deepdive.stanford.edu/relation_extraction Here is the github repository: https://github.com/philipperemy/Stanford-OpenIE-Python

In general here is how the process works.

results = entract_entity_relations("Barack Obama was born in Hawaii.")
print(results)
# [['Barack Obama','was born in', 'Hawaii']]

Of some importance is that only triples are extracted of the form (subject,predicate,object).