Mercy was born on August 28th, 1768. Mercy's father was William Milhous and her mother was Hannah Baldwin. Her paternal grandparents were Thomas Milhous and Sarah Miller; her maternal grandparents were Joshua Baldwin and Mercy Brown. She had a brother named William. She was the older of the two children. She died at the age of 37 on October 1st, 1805.