Well it is, I have since learned from looking it up, it is still the most well known episode of The Twilight Zone by a long shot.

Consequently, it's been referenced and parodied everywhere, so you may have just picked it up second hand. Like the way many of us, of a certain age and geekiness, learned about Citizen Kane from "The Homecoming Queen's Got a Gun"