Named entity disambiguation contests
Some of the GREC shared task challenges included a named entity recognition &amp; coreference resolution component (i.e., disambiguation), but I don't think they've run GREC since 2010...?

https://sites.google.com/site/genchalrepository/reg-in-context/grec-ner