According to LASORS, schedule 8 of the ANO states:
'Cross-country flight' means any flight during the course of which the aircraft is more than 3 nautical miles from the aerodrome of departure.
This seems to be a general definition as the PPL and some ratings (eg ATPL) also have requirements for cross countrys with given distances and landaways.
Brooklands