Why are the inside diameters of some pipe larger than the stated size?
1 inch pipe used to have an inside diameter of 1 inch.

As the fittings attached to the outside, the OD had to stay the same for compatibility with the old stuff. The manufacturers fiddled with the wall and the matching of the actual measurements with the named size was abandoned just as it had been at the sawmill.