Computing system for entity disambiguation and not-in-list entity detection in a knowledge graph

A method, comprising:

• obtaining computer-readable text comprising an identifier for an entity and an additional word;
• determining, by way of an encoder, relevance scores for entries for entities in a computer-implemented knowledge graph based upon the text, titles for the entities in the knowledge graph, and descriptions of the entities in the knowledge graph;
• identifying an entry for the entity in the knowledge graph based upon the relevance scores;
• and
• generating a link in the text between the identifier for the entity and the entry for the entity in the knowledge graph, wherein data from the entry for the entity in the knowledge graph is presented to a user upon the link being selected.

A client computing device comprising:

• a display;
• a processor;
• and
• memory that stores instructions that, when executed by the processor, cause the processor to perform acts comprising:
• causing computer-readable text that comprises an identifier for an entity and an additional word to be provided to a server computing device that maintains a computer-implemented knowledge graph, wherein responsive to receipt of the text the server computing device determines relevance scores for entries for entities in the knowledge graph based upon the text, titles for the entities in the knowledge graph, and descriptions of the entities in the knowledge graph and generates a link in the text between the identifier for the entity and an entry in the knowledge graph based upon the relevance scores;
• displaying the text on the display, the text including the link for the identifier for the entity;
• responsive to the link being selected by a user of the client computing device, transmitting a query that comprises an identifier for the entry in the knowledge graph to the server computing device;
• receiving, from the server computing device and in response to the query, data from the entry in the knowledge graph;
• and
• displaying the data from the entry on the display.