If you are pregnant with your 2nd/3rd/4th/etc child, do your other children know there is a baby in your stomach?

My oldest (3 years old) gets confused and thinks that my boobs are two babies. He's also asked DH if he has a baby in his stomach. My youngest is 11 months and of course has no idea.