Knowledge Graph refers to a structured representation of knowledge that organizes information as interconnected entities, relationships, and attributes in a graph-based format, enabling artificial intelligence systems to understand, reason about, and retrieve complex information through semantic relationships. These systems represent real-world concepts, people, places, and events as nodes connected by labeled edges that describe relationships,