I have never seen a dry block calibrator used on site, it would be too slow in fact I'm not even sure I've seen one in an instrument shop, more of a teaching tool.
A decade box is used for RTD, you cannot adjust the probe only the transmitter.
A thermocouple calibrator for thermocouple transmitters, these used to be based on a Wheatstone bridge and a standard cell with Cold Junction Compensation but I'm surely way out of date.
Ice or boiling water as a quick and dirty check.