The Big One, an informal way of referring to World War II, previously discussed.
In this episode, the title refers to the big envelope that Rory is hoping to receive from Harvard, accepting her as a student. This episode is all about waiting for college acceptances, and the drama associated with that.
Acceptances from Harvard arrive in late March, so we know when this episode takes place.
The Annotated Gilmore Girls 