From the CCC, which speaks of the Father as the source and origin of the other Two Persons, while all three still possess the same substance:
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The apostolic faith concerning the Spirit was confessed by the second ecumenical council at Constantinople (381): "We believe in the Holy Spirit, the Lord and giver of life, who proceeds from the Father."71 By this confession, the Church recognizes the Father as “the source and origin of the whole divinity”.72 But the eternal origin of the Spirit is not unconnected with the Son’s origin: "The Holy Spirit, the third person of the Trinity, is God, one and equal with the Father and the Son, of the same substance and also of the same nature.