Another vote for Hotel Rural de Las Aguedas, if it's in your budget! I have stayed there twice, now. It's around $100US.
Lovely lady, indeed! If you call ahead, you can request her to make her paella! Usually filled with pilgrims.
Also, there is a bodega (Alvia) right outside town that is award...