They map data from different sources onto a common semantic ontology. From that, relationships can be derived. It works better with nicely structured data, but

They map data from different sources onto a common semantic ontology. From that, relationships can be derived. It works better with nicely structured data, but people can be leveraged to manually tag entities in documents and add those to the appropriate part of the ontology.