This appears to be them then.
1871 Census
Hannah Lowe 33 Wellington, Shropshire, England Wife Wellington Shropshire
Henry Lowe 3 Wellington, Shropshire, England Son Wellington Shropshire
James Lowe 13 Wellington, Shropshire, England Son Wellington Shropshire
John Lowe 12 Wrockwardine, Shropshire, England Son Wellington Shropshire
Julia Lowe 7 Wellington, Shropshire, England Daughter Wellington Shropshire
Thomas Lowe 11 months Wellington, Shropshire, England Son Wellington Shropshire
William Lowe 34 Wrockwardine, Shropshire, England Head Wellington Shropshire
William Lowe 4 Wellington, Shropshire, England Son Wellington Shropshire
Hannah Lowe, 33, Wife, born Wellington, Shropshire, England
Wellington, Shropshire
RG10/2808 Folio 71