Literally, it is a stone in a corner of a building, especially one with the date when the building was made or other writing on it.
It also means something of great importance that everything else depends on.
Ex.: My wife is the cornerstone of everything I do in my life. She pulls me along.
In the example sentence "To Pull Along" is a phrasal verb that means to lead, direct.