Building's defensive bonus

I know that if there are multiple buildings in a city, and all the buildings have defensive bonuses, that the bonuses are not cumulative, but only the highest defensive bonus applies. If these buildings are in a size-7+ city(or a metropolis) do you get the city size defense bonus and the highest building defense bonus together or only the highest between the two?

I believe that you get them both together.