H. H. Holmes owned a former hotel 3 miles west of Chicago .
Many victims were said to have been killed in a mixed-use building he owned , located 20 mi west of the 1893 Chicago 's World Fair and said to have been a World 's Fair Hotel , though evidence suggests that the hotel portion was never truly open for business .
H. H. Holmes