Rinehart married Anna Ransom Johnson (daughter of Willard Bemis Johnson and Phebe Jane Carpenter) on 5 September 1885 in Denver County, Colorado.
Rinehart si vzal Annu Ransom Johnsonovou (dceru Willarda Bemise Johnsona a Phebe Jane Carpenterové) 5. září 1885 v Denver County, Colorado.