it's just a packaging. Williamette cores (which are considered the "sucky" P4's) came in both 473 and 478 (early on it was 473, then later it was 478), and northwoods (a, b, and c) came in 478. Prescott also comes in 478.
Basically, the socket itself doesn't mean anything, but the fact that only williamette processors came in 473 tells you, you want 478. It's compatible with newer, better P4's.