Other contributors have said "Is it bail hay or bale hay?" is the same question as "Is it bale of hay or bail of hay?" If you believe that these are not asking the same thing and should be answered differently, click here
Bail means taking leave from a jail legally by giving some penalty, like 'Bailing out of jail' or to remove something, such as 'bailing water out of a boat.'