Key terminology
Before we begin, it’s important to connect these concepts to entities.
Entities
In machine learning, particularly in natural language processing, an entity is a significant thing or concept in a specific context.
For instance, “Apple” could be an entity that represents the technology company or an entity that represents a type of fruit, depending on the context.