Here is the reason I don't believe that the cornerstone of the White house is missing or lost. The whole city was designed around that building.
That cornerstone was the bench mark the city was built around. So logically you should be able to locate it with a tape measure if you are not retarded.
https://en.wikipedia.org/wiki/James_Hoban