The short fat line on the battery is the negative of the battery, the longer thinner line is the positive.
what is ground then?
Anything you want it to be. But on this occasion it would be the junction between one batteries +ve and the others -ve. The two batteries form what is known as a split supply, one with positive and negative rails.