Named Entity Recognition (NER) is a fundamental pillar in natural language processing, empowering systems to recognize and categorize key entities within text. These entities can comprise people, organizations, locations, dates, and more, providing valuable context and structure. By annotating these entities, NER reveals hidden patterns within text