As I understand it, it should technically be "chocks under", just as departure time should technically be "chocks away". Most of the time this is now done automatically by the aircraft, but there are occasionally some grumbles about some airlines which have historically used manual reporting by the flight crew who are, of course, very aware of their airline's reputation for timeliness.