The programme and JJW himself in interviews make that clear (and I think it's been discussed here previously too; JJW makes the point that when he was in the gaol it was segregated, so the man he was with was obviously white). Others interviewed in the programme were no so happy about the association people make from the song to the more famous, and as you say rather more salubrious, Bojangles Robinson.

Mick