Well, for one, a dwarf star probably was a star to begin with, but ran out of fuel or something.

A dwarf planet, on the other hand, isn’t the same once you strip away the rocks that make it qualify.

I am almost certainly missing something given that this is based on stuff I read almost a decade or more ago.