We also test a hypothetical system, Oracle Wikifier, which is given no information about entities in IMDB, but is assumed to be able to correctly resolve any mention that refers to an entity found in Wikipedia.
this system has perfect accuracy on mentions that can be found in Wikipedia, and accuracy similar to a baseline that predicts randomly on all mentions that fall outside of Wikipedia 1 .