Thermistors are made of various semiconductor materials. They are very much _not_ linear.

Take a look at these guys for datasheets, including resistance versus temperature tables.
http://www.vishay.com/thermistors/ptc/
http://www.vishay.com/thermistors/ntc/

-Jon