The party takes place on a Saturday night, but Osgood makes reference to a mayoral election that took place the day before (Friday), which is impossible.
When the guests tie up the butler and the cook, no effort is made to locate Jones, the assistant butler. When Jones reappears, no real attempt is made to interrogate him.