| Spouse | Mary Ballenger (1752 - 1843) |
| Child | William Jessie II Purvis (1760 - 1818) |
| Child | Lewis Purvis (1761 - 1826) |
| Child | James Purvis (1763 - 1840) |
| Child | Needham Purvis (1775 - 1837) |
| Child | Obedience "Beady" Purvis (1780 - 1855) |
| Child | Jincy Margaret Purvis (1784 - 1848) |
| Child | Edward Purvis (1785 - 1820) |
| Child | Nancy Purvis (1786 - 1848) |
| Child | Pharoah Purvis (1786 - ) |
| Child | LAYFAYETTE PURVIS (1789 - ) |
| Child | SARA PURVIS (1792 - ) |
| Child | John Purvis (1794 - 1835) |
| Child | Henry Purvis (1795 - ) |
| Child | Elizabeth Purvis (1797 - ) |
| Child | Bennett Purvis (1798 - 1882) |
| Child | EMANUEL PURVIS (1800 - ) |
| Child | Polly Purvis (1800 - ) |
| Child | Jeptha Purvis (1803 - 1885) |
| Child | Stephen Ashley Purvis (1829 - 1887) |