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It sounds like you want to build a relation extraction model. We have a sample model here, and you can read about the problem more generally in the Jurafsky and Martin book, Chapter 17, which should give you a good overview of the field and the problem definition.

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Answer selected by adrianeboyd
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feat / rel Feature: Relation Extractor
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