What is meant by saying that God is a trinity?

The Mystery of the Trinity refers to the fact that God is The Son, The Father and the Holy Spirit, the three of them at the same time, and it's a mystery because there is no way to figure out why or how is that. This is because it was added in by the church fathers and its so unbelievable that it is called a mystery.