The director's grandfather was Elmer C. Robinson, the cop who investigated the Lonely Hearts murders.
The real Martha Beck was of a very different stature to that of actress Salma Hayek and at the time of her death weighed well over 200lbs. On her execution day it was discovered that she would not fit into the electric chair so was seated on the arm rests when the fatal shock was administered.