Off the Black is a baseball term. It means when a pitch just missed the corner of home plate. The movie in a nutshell is about a high school pitcher who befriends a grumpy umpire.
I thought it was because he was "off the Black Label" and Black label being Jack Daniels and Nick NOlte being an alcoholic he was trying to get off the alcohol