I've got three tire air pressure gauges and none of them agree with the gauge on the air pump at the local Speedway. How do I find out which gauge is right and/or calibrate the ones that are wrong?

generally they are not recallibratable. Go to a quality store and buy a top end gauge made of all metal and use that one