Are caterpillars good to eat?

Johnny: Daddy, are caterpillars good to eat? Father: Have I not told you never to mention such things during meals! Mother: Why did you say that, Junior? Why did you ask the question? Johnny: It's because I saw one on daddy's lettuce, but now it's gone.