Hunter Fan Company 5/1/1 Programmable Thermostat "furnace keeps running temp" Questions

...furnace keeps on running when it should be shutting off. You have a 70 degree set point to shut it down and it's 71 degrees in the room, and the furnace keeps on running - why? Shouldn't it shut off ...