 Whewell explains,

Once one observes the facts, "there is introduced some general conception, which is given, not by the phenomena, but by the mind".Whewell this called this "colligation", uniting the facts with a "hypothesis"—an explanation—that is an "invention" and a "conjecture".In fact, one can colligate the facts via multiple, conflicting hypotheses.