Marriage transcription on FindMyPast states her maiden name was Thorn rather than Horn! Just because he was married in Bedford doesn't mean he was born there.
Since children were baptised at Cambridge I would suggest that Robert Chapel (lots of variants on spelling) was the Robert Chappel bp.26/11/1775 Littleport, Cambridge, son of William and Jane.
Annette