Third Normal Form (3NF) is a database normalization stage that ensures no transitive dependencies exist, meaning non-key attributes are not dependent on other non-key attributes. This form enhances data integrity and reduces redundancy by ensuring that each non-key attribute is only dependent on the primary key.