My type is a guy who is actually clean but looks dirty and sketchy.
Something so pure it's pure twice must be really clean! Cleanliness is next to pure...liness, after all. I'm sure that's how the saying goes.
This is a jukugo word, which usually means on'yomi readings from the kanji. If you know the readings of your kanji you'll know how to read this as well.