Named Entity Recognition (NER) is a fundamental component in natural language processing, empowering systems to pinpoint and categorize key entities within text. These entities can include people, organizations, locations, dates, and more, providing valuable context and meaning. By annotating these entities, NER unlocks hidden relationships within