1. A computer system comprising: a processing unit operatively coupled to memory; an artificial intelligence platform, in communication with the processing unit; a tool in communication with the processing unit, the tool to provide a contextual analogy response, comprising the tool to: denote an analogy phrase within segments of a communication; an analogy manager in communication with the tool, the analogy manager to: parse a set of the segments prior to the denoted analogy phrase; detect an anaphora within the analogy phrase, including the analogy manager to: search the set of segments for an entity represented by the detected anaphora; and connect the entity to the detected anaphora; a representation generator in communication with the tool and the analogy manager, the representation generator to: create a sentence structure including an action term from the analogy and a replacement of the anaphora with the entity; populate the created sentence structure with the entity connected with the anaphora; and retrieve a contextual response correlating to a sentiment of the analogy phrase; and output a response including the retrieved contextual response and the populated sentence structure, wherein the contextual response resolves an explanation of the analogy phrase.