He is not listed with the family in 1841.
It looks as if Tabitha died in 1848 and Jeptha remarried a year later.
In 1851 Joseph, 15, is with his father and sister, Mary, and step mother in Mynyddyslwyn , Monmouthshire. His place of birth is given as Bedwellty.