Once a tall or huge amount of structure was already built then it will be called a building. That's the other term used if the structure made of concrete was already done.
Now, it is called a building because the 'ing' in the English language is added to certain verbs to make them nouns. The verb 'built' is suffixed with 'ing' to make the thing a noun- Building.