This feature is directly counted from Wikipedia's anchor fields and measures the link probability of an entity e given a mention m. Prior is a strong indicator (Fader et al., 2009) to select the correct entity.
it is unwise to take prior as a feature all the time because prior usually get a very large weight, which overfits the training data.