Argentina's relations with the U.S. took a sharp turn for the worse Monday as the country continued to hold military equipment it confiscated last week from a U.S. Air Force C-17 transport plane sent as part of a training course for local police.

U.S. Assistant Secretary of State for Western Hemisphere Affairs, Arturo Valenzuela, called...