The appraisal district website Wade was talking about in your case would be www.andersoncad.net the Anderson County Central Appraisal District.
In some county's CAD sites it's possible to search by abstract or legal description but I think your only option in Anderson Co. may be doing a name search on those mineral owner names you have to see if any accounts starting with a "G", which are the producing minerals, come up.