How can you be back if you never went away? National treasure Betty White, the Golden Girl with the timeless comic panache, is the hottest thing in showbiz—and she’s only 88.

The show saved Gilpin from a life of ill-fitting charming pixie roles: “I always would audition for those parts, and just seem like a 45-year-old in a powdered wig reading the Declaration of ...