Truth might as well be synonymous with common consensus, it has nothing to do with facts.
To use the Earth and Sun example again, when Galileo said "And yet [the Earth] moves."[1] he meant that truths and facts do not care for the other. The Church and the world-at-large might say the truth is the Sun orbits the Earth, but the fact is the Earth orbits the Sun.