entity resolution

Resolvi: A Reference Architecture for Extensible, Scalable and Interoperable Entity Resolution (2025)

Context: Entity resolution (ER) plays a pivotal role in data management by determining whether multiple records correspond to the same real-world entity. Because of its critical importance across domains such as healthcare, finance, and machine learning and its long research history designing and implementing ER systems remains challenging in practice due to the wide…

PyResolveMetrics: A Standards-Compliant and Efficient Approach to Entity Resolution Metrics (2024)

Entity resolution, the process of discerning whether multiple data refer to the same real-world entity, is crucial across various domains, including education. Its quality assessment is vital due to the extensive practical applications in fields such as analytics, personalized learning or academic integrity. With Python emerging as the predominant programming language in these areas,…