An approach is provided that receives input from multiple data sources and transforms it into a common, intermediate format, where only one generic parser is required for the purpose of transformation into RDF, and the subsequent input to a triplestore database. A triplestore management tool provides this capability. The triplestore management tool includes a formatting component configured to receive data sources from a plurality of data source parsers, and transform each of the data sources into a single format. A parsing component parses each transformed data source at a common parser, and loads each of the transformed data sources from the common parser to a triplestore database.