It has to do with how thick they are, and therefore how many stitches per inch you get out of them. The 'regular' weight that you'd see the most of is worsted weight, about 4-5 stitches per inch.
Dk is about half the thickness, sport a little thinner.
"Trust the pattern!"
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IngridKH on Ravelry