"Geography is three dimensional" doesn't correctly communicate the time dimension.
You can do the same with geography. It's why generally only specify geographical coordinates with latitude and longitude, altitude is a given from those two, since you're as unlikely to be hovering in the air as you are to be immersed in bedrock.
Not workable in practice, though!