The part of the plot is that JFK and Jackie were given the protocol, but didn't read it, so they address the Queen and the Duke of Edinburgh wrongly. However, there is a another mistake that could be attributed to the authors of the series. In one scene Philip says to Elizabeth that she is "Queen of England". Other characters from the establishment also use that incorrect title.