There is nothing particularly special about that location of the centre of mass. If you were to find yourself at the precise spot that is the centre of mass of the earth-moon system, the only thing unusual that you would notice is that there would be...
Words simply mean what people think they mean when they say them.
Finding something spherical in space indicates that you have found a place where gravity has taken over.