A eukaryotic organism is defined as an organism whose cells contain a nucleus enclosed within membranes. This includes a wide range of life forms, such as animals, plants, fungi, and protists. Eukaryotic cells also contain membrane-bound organelles, allowing for complex functions and cellular organization.