The Broad Twitter Corpus is a named entity-annotated dataset of tweets, collected in order to capture temporal, spatial and social diversity. The goal of the corpus is to provide a representative example of named entities in social media. Its annotations have high agreement and quality, and it has about 12000 entity annotations, of types Person, Location and Organization.