AWESOME FIND!
If you can't get information online through your Appraisal District (Some counties have free record search). By all means go by their office.
Another option besides asking neighbors might be hopping that fence to see if there's a set of tags to trace to the previous owner... risk getting shotgun pellets in yer backside! ha.
Good luck!
Jerry