NTCs are pretty cheap, so I don't see why not. The probe itself probably won't be good for very high or low temperatures and probably isn't built to last for decades... but that's not usually what you need.
They have K type thermocouples for around the same price and you can get temperature meters with display and battery for almost the same price, for $2 for a thermistor is almost paying extra
