Have you thought to research the family of Stewarts that are living in the same street in 1871 as your James and Isabella,
James Stewart a shoemaker widower born Scotland,his wife was possibly Margaret,
children born Morpeth
James Stewart and Margaret have a son,James, baptised 11th April 1843 Morpeth,as well as the other children in the 1871 census,