This is a quick sketch of a way to combine existing tools to help clean and annotate data in GBIF, particularly (but not exclusively) occurrence data. GitHub The data provider puts a Darwin Core Archive (expanded, not zipped) into a GitHub repository. GBIF forks the repository, cleans the data, and uploads that to GBIF to populate the database behind the portal.