Jesse Gibson was a resident of Mansfield on December 15, 1864 when he enlisted as a Private in the 5th Regiment Connecticut Volunteer Infantry; he was an unassigned recruit and he was discharged for disability on January 31, 1865.

He was not a resident of Mansfield in the 1860 U.S. census; no further information is known.