Police have revealed the one odd detail about the shooting of Tom Phillips that has detectives stumped.

Police remain at the scene in Waitomo, in western Waikato early Monday morning.

Phillips, who has been on the run with his children for four years, was shot by police after the attempted burglary of a building in Piopio, authorities said