Great, powerful and understated song, sung by several people, but made famous by Pete Seeger. And to correct Drummond's review, it was the "Smothers Brothers show" that he was going to sing it on. He eventually did sing it on a later episode of the show, at the end of a medley.
http://www.youtube.com/watch?v=ENXhShuof1I