Perhaps one of the shepherds challenged your pit by a look or body movement. Often times behaviour is subtle where we as humans don’t notice. A good excercise might be to see if you and your neighbor can go on walks with your dogs together. Another option when your dog see’s other dogs give lots of treats so he see’s other dogs as a positive thing.
