So, @Snowyy, it's been a couple of years - did you ever find a cellar?!
I've just moved house, and there's no sign of a cellar, but the area under the stairs (from ground floor to first floor) is completely blocked off - no under-stairs cupboard/storage/anything. There is a walk-in cupboard...