Since the supervised model is trained only on Wikipedia, the mention prior component dominates, and the system incorrectly infers that George Harrison refers to the Beatle.
once we retrain with unlabeled data, the model learns several new relevant features for the correct entity, including Rouse Fenway Racing and Wii, and gaming.