808, there a lot of bugs that some loosely define as sulfurs. Other common names for specific groups within the larger group are various cahills, lady's, pale evening duns, etc.
But there are two closely related bugs that are recognized as THE sulfurs, i.e. pretty much everyone calls them sulfurs and they are rarely called anything else. Jay gave ya one, ephemerella invaria. These generally come first and are a bit larger and darker colored (both in dun and spinner stages), 14-16 hook size. The other is ephemerella dorothea, these come at the end of the hatch (hatch periods overlap some, though), are usually a bit smaller (16-18), and lighter colored (both dun and spinner). They were referred to as "little sulfurs" earlier in this thread. Lots of color variation in both species, though.
http://www.troutnut.com/hatch/458/Mayfly-Ephemerella-dorothea-Sulphur
On these troutnut pages, look on the right, it gives you a list of common names for each bug and ranks them. Usually pretty accurate, though regional variations exist.
Both species are extremely widespread in PA, and have exceptionally fishable hatches with great spinner falls. They are really probably the premier mayfly hatch throughout the state.