Knowledge is understanding that tomatoes are a fruit. Wisdom is understanding that they don't belong in a fruit salad.
Or...
Knowledge is understanding that ketchup is tomato jelly. Wisdom is refraining from putting it on your peanut butter and jelly sandwich.