Do you mean this case?
https://en.wikipedia.org/wiki/Leo_Frank
It was child murder, not rape, and seems like the weight of evidence shows the guy wasn't guilty of the crime, but was framed for it by the actual murderer. Nevertheless the guy was lynched two years after his sentence was commuted...