The primary way that researchers know anything about the distribution of species in the natural world is via the specimen collections housed in museums all around the world. As a result, tremendous effort is being put into uploading data on those collections into free and accessible databases. But researcher have uncovered a big problem: mistaken identities in those collections are incredibly common, at least among tropical plants.