In the context of ingesting unstructured data for an agent, what specific data characteristic does 'normalization' primarily address to ensure consistent representation?

The specific data characteristic that 'normalization' primarily addresses to ensure consistent representation is variability or inconsistency in how information is expressed within the unstructured data. Unstructured data, such as natural language text from documents, emails, or web pages, inherently lacks a fixed schema or predefined format. This means the same underlying piece of information can be presented in numerous different forms, leading to ....