Do I need a sump pump in my new construction sump pump pit?
Sounds like your water table is right at that pipe level.  I have a higher water table when it rains so my basin gets filled frequently  (which then turns the pump on every 30 mins roughly. ) Be safe and keep the pump. Also talk to your neighbors and see if they have sump pumps.