The document discusses cleaning and enriching data in a database. It identifies issues like missing agrovoc terms, "dirty" author values, and lack of project information. It proposes solutions like enriching records with agrovoc keywords, disambiguating authors using e-entity, and enriching/linking authors and publications to identifiers and ontologies. It provides examples of XML record formats both current and desired, with additions like linking publications to EU project identifiers. It also suggests better handling of response messages when requested content is not found.