Personality, for something that's supposed to be constant, changes a lot throughout life.
I'm referring to:
However, that's debatable, and I've seen other studies that report higher rates. That said, while it's an older study, it compiles a lot of research to come to that conclusion (of ~.50 long-term reliability), so it's a particularly good source. That journal also has a pretty high impact factor.