Eleanor Rosalynn Smith was born on August 18, 1927, in Plains, Georgia. She was the eldest of four children of Wilburn Edgar Smith and Frances A. Murray Smith. Her brothers were William Jerrold Smith, Murray Lee Smith, and a sister named, Lillian Allethea Smith Wall. Smith was named after Rosa Wise Murray, her maternal grandmother.