When is a prop not a prop?

I have a debate with a friend of mine about movie props. He went to a movie premiere and the producer told him that "anything an actor touches or wears is a prop."  But obviously costumes aren't considered props, and if an actor leans on a wall, that doesn't make it a prop.  So does anyone have a good definition of what exactly is a move prop?