Neighbours called police saying there was a crying toddler and that he was attempting to get back inside the home but was unable to open the door.
The neighbour reported the parents of the boy did not appear to be home.
When officers arrived they brought the child inside the unlocked home where they waited with him until the Daleys returned.
Officers were able to identify they were in the child's rightful home by pictures of him in the house.
While they waited they called a number the found inside and a man answered.
Deputies told the man they found a child but the man allegedly responded with "whatever" before hanging up.
The Daleys returned an hour after police arrived and were taken into custody.
They told officers they went to fill their car with gas and drove around the neighborhood a few times playing the game.
The Arizona Department of Child Safety has since taken over care of the boy.