IIRC this is a class divide indicator. The fact that class maps well onto geography is just correlation.
Middle class has breakfast, lunch, and dinner.
Working class has breakfast, dinner, and tea.
Supper is an outlier and definitely more unusual. In my experience it usually indicates a smaller evening meal.