I am with Paul in that it most likely is soft rot. Soft rot is caused by a bacteria in the soil that invades the rhizome through a cut or "injury". The most likely source of said "injury" would be the iris borer. Another possibility is that your rhizome may be planted too deep. That also seems to lead to more rot than if it were properly situated in the ground.
