So looks like Eleanor parents are Thomas Embleton b 1778 and Elaine b 1778?
And Richards parents are William Simpson b 1781 Jane b 1781 though ages were rounded down on 1841 census by 5 years
It's possible, but you need to be careful, as relationships weren't shown on the 1841.
That's why I was looking for baptisms, but they don't appear on the Norham BT's.
If you're near Newcastle Central Library it would be worth dropping in to the Local Studies dept to take a quick look at the Norham Presbyterian* Registers, just in case Richard and Eleanor can be found there
http://www.rootschat.com/links/01lgw/So Richard and Eleanor were quite old when they got married by the looks of it
If they got married

* If I have the right person, Richard's daughter Jane married at a
Presbyterian Church in 1878 (Berwickshire News, 11 June 1878)