We observed that approximately 48.6% errors were caused by metonymy mentions (Ling et al., 2015) (i.e., mentions with more than one plausible annotation).
our NED method often erred when an incorrect entity was highly popular and exactly matched the mention surface (e.g., "South Africa" referring to the entity South Africa national rugby union team rather than the entity South Africa).