Her mother was Margaretta Large Harrison and her father was William Wonderly Fitler, Jr., an heir to a cordage fortune. Rockefeller is known by her nickname, "Happy", given when she was a child. She is a great-great-granddaughter of Union general George G. Meade, the commander in the Battle of Gettysburg.