I ve found some trees which name as George's parents:
John Wilson (16 nov 1781 in Clitheroe - 1868 in Clitheroe)
Ann/Anne Hyde/Hide (about 1781 in Bailey - 2 jan 1865 in Clithero)
The John Wilson, aged 70, cotton twister, whom heywood found in Clitheroe on 1851 census had "Bailey" as birthplace (transcription on Family Search), which I suggested might be Barley.
His wife Ann was aged 70 on that census and had Dutton for birthplace. Is there information that she was born elsewhere? Their children, Grace, John, Ann and Catherine who were with them had Dutton for birthplace. Some of those names match children of John Wilson & Ann (Hide) baptised at SS Peter & Paul, Ribchester, although ages aren't accurate. Dutton parish is NE of Ribchester.
There were at least 2 burials at St. Wilfrid, Ribchester, of children of John Wilson of Dutton which match baptisms of children of John & Ann (Hide) at SS Peter & Paul.
1803 Grace
1815 James aged 6 Note Papist.
A John, son of John aged 11, abode Ribchester, was buried 1819. Note: Papist.
(A John & Ann who were "paupers & tinkers" appear in St. Wilfrid, Ribchester baptism register 1818.)
3 children of a Richard Wilson of Dutton were buried at St. Wilfrid, Ribchester, Betty 1797, Grace 1805 and Joseph 1806. Also Joseph 1809, son of Richard junior, abode Ribchester.
Other Wilson burials at St. Wilfrid:
1816 Ellen aged 20, wife of George
1818 Ann 59, wife of James
1825 George son of James
All 3 abode Ribchester and all noted as "Papist".
There seems to have been a connection between the Hyde family and a family Limen/Liming/Leeming, fellow parishioners at SS Peter & Paul. Richard & Ann Limen were godparents of John & Ann Wilson's 2nd James 1816. 4 children of John & Christian Liming had a Hyde godparent. John Wilson was godfather with Grace Hyde to John Liming 1797. (John Leeming married Christian Cavis 1792 Blackburn.)
I'm trying to understand the wider Wilson and Hyde families in Ribchester.
Have you discounted John (67) & Ann (64) Wilson, farmer, Clitheroe on 1851 census as parents of George?