The phase of database design where you identify entities, attribute domains, and relationships is the Conceptual phase. During this phase, the focus is on defining what the system contains. It involves creating a conceptual schema that outlines the structure of the data, independent of how it will be physically implemented. This includes identifying the entities, their attributes, and the relationships between the entities.