Out of the 1,253 organization names in our data set at the time, OpenRefine came back with 522 matching DBpedia URIs, many of which needed to be manually confirmed when there were similar DBpedia entries that needed to be disambiguated.We also attempted to search against an RDF dump file of the Library of Congress Name Authority File but were unsuccessful due to OpenRefine experiencing errors while trying to process the 18 gigabyte file.