Emily,
I remember the song as being on one of Pete Seeger's Columbia albums. I just checked a two disc set that Columbia released a couple years ago and the song wasn't on that one. It's also in an old song book I have called Oh Had I a Golden Thread, New songs by Pete Seeger.