Entity Alignment

Entity alignment is a task in knowledge bases that aims to identify entities referring to the same real-world object across two knowledge bases. This task plays a key role in automatically integrating multiple knowledge bases by matching entity descriptions from different sources, enabling cross-database association and fusion of data, thereby enhancing the completeness and consistency of the knowledge bases. Entity alignment is closely related to the task of entity resolution, which focuses on matching structured entity descriptions in different contexts.