The following terms are used in this web shop:

Tread – the surface that actually runs on the rail, the quoted wheel diameter is measured over this.
Flange – the larger part that fits between the rails.
Journal – the protruding part of the axle that fits into the bearing.
Gauge – the width between running rails.