Caret is respecting the seed. When you set a seed, the output of the code that follows is then reproducible, which is why you consistently get 212213 222311 211333 212132 312211 213231 in that order. Setting seed does not mean that every function call that involves random number generation will give the same output, just that any sequence of function calls will give reproducible output.