How to identify the entity (for named entity recognition) if an entity is only implied but not directly mentioned in the textual data?

Question

Say I have a text which describes a kidnapping event that happened. Say there is a sentence in the text - \'the kidnapper was caught on the way to the buyer\'. Here, it is i