Which phrase is more correct, "one" or "the one"?

Which phrase is more correct, "one" or "the one"?

a. I need an orange for this recipe. I'll go buy one from the supermarket.
b. I need an orange for this recipe. I'll go buy the one from the supermarket.
4 answers 4