Jaccard distance treats the two objects as sets of characteristics. Thinking about the objects as sets allows one to think about the size of the union of all the characteristics of two objects X and Y, |X ∪ Y|, and the size of the set of characteristics shared by the two objects (the intersection), |X ∩ Y|.
Jaccard distance
