Extracting information about entities automatically

I came across an interesting problem, Let's say given two sentences, "Meet Harry and David and take them to London and Athens. These two cities are worth exploring. Here, the second sentence mentions that the two entities are cities. Is there any method to assign these two entities to category city? I am more concerned about different approaches we can use, may be rule based methods to deep learning based methods.

information languagetechnology