Detecting and mitigating bias in natural language processing

A computer system, the computer system comprising:

• one or more processors, one or more computer-readable memories, one or more computer-readable tangible storage medium, and program instructions stored on at least one of the one or more tangible storage medium for execution by at least one of the one or more processors via at least one of the one or more memories, wherein the computer system is capable of performing a method comprising:
• receiving real-world data from a database;
• creating an inverted index from the real-world data;
• analyzing words in the inverted index, wherein the analyzation identifies a plurality of categories in the real-world data;
• and
• generating a structure template containing various entities within each category of the plurality of categories.

A computer program product, the computer program product comprising:

• one or more computer-readable tangible storage medium and program instructions stored on at least one of the one or more tangible storage medium, the program instructions executable by a processor capable of performing a method, the method comprising:
• receiving real-world data from a database;
• creating an inverted index from the real-world data;
• analyzing words in the inverted index, wherein the analyzation identifies a plurality of categories in the real-world data;
• and
• generating a structure template containing various entities within each category of the plurality of categories.