This document provides an overview of facts, rules, and queries in Prolog. It describes how Prolog programming involves writing knowledge bases consisting of facts and rules. Facts are used to state unconditionally true information, while rules state conditionally true information. Several knowledge base examples are provided to illustrate different types of facts and rules, and how queries can be posed to a knowledge base to answer questions based on the information provided. The document also covers Prolog syntax including atoms, numbers, variables, and complex terms.