Seems Peter, Paul and Mary tweaked an old Leadbelly song, and never gave attribution as far as I can tell.

As for the meaning, there may be a "spiritual" side, but slaveholders took and sold names for a very long time.

I first heard this song when I was ten or eleven...creeped me right out.