The distinction of Fact and Theory is only relative. Events and phenomena, considered as particulars which may be colligated by Induction, are Facts; considered as generalities already obtained by colligation of other Facts, they are Theories.
The Philosophy of the Inductive Sciences: Founded Upon Their History, (Volume 2) (2nd edition), Aphorisms Concerning Ideas (p. 471)