Hope below document may provide you better explanation how characteristic , class and values tied up with material and you can figure out when this material is used is sales order and production order which characteristic become relevant.
Configuration information flow with an example ... | SCN
Go through it and come back with further question.
Please also provide information on what do you want to do with characteristic once you find it. may be forum can help you better.
Thanks
Ritesh