The first and thirds definitions are not inconsistent, although the first one is incomplete. Unfair prejudice is bias in the statistical sense as well. Fair prejudice is not, though, and that's where the use gets corrupted.
I understand that a word can be used in different ways, but it gets corrupted when it gets used in opposite ways.