According to this site https://www.visionofbritain.org.uk/census/EW1911GEN/9in 1911 the age at which the affliction dated from was to be included. Perhaps this has been added to denote ‘from birth’?
Well he was not blind on the other census's or on his birth certificate. So not too sure about that. I have looked back on them but nothing.