The key to anything I. Life is drainage. If you just dig out a whole In The lawn and fill it with 6” of gravel you now made a mud pit. The gravel is more porous then the clay and top soil so it will just fill with water. I suspect that is what happens with the one pictured above. If there was a way for the water to drain out of the gravel it would probably be zero issue