When the furnace goes on, it does not automatically shut off. I have to shut the furnace. What could the problem be?

I am going to take a stab at it since I don't have much information

Is it possible the thermostat is sticking on -- that is my guess

Some thermostats can be removed from subbase

And furnace should stop... Please try this