Elstree is only a mile or so north of RAF Bentley Priory, which was the home of Fighter Command in the Battle of Britain. As a result they have lots of commemorations for the 'old boys', and often a Spitfire from the BBMF does a 'fly-past' and then heads off north on his way home again. Maybe this is what you saw.