A Knowledge Graph is a structural framework that represents real-world entities and their relationships. It organizes data in a way that makes it easy to access and connect, for instance allowing search engines to understand queries better by relating concepts. Similar to a semantic network, it can enhance tasks like information retrieval and natural language processing by providing context through interconnected data points.