<p>Systems and methods of managing data via a Semantic Graph Database are provided. Aspects of the methods may include semantically harmonizing unnormalized patient-specific data after it has already been loaded into a data warehouse. Aspects may further include constructing a retrospective record of a patient's health. Systems for use in practicing methods of the invention are also provided.</p>