An example radio frequency identification capsule is disclosed herein. An example radio frequency identification capsule includes a substrate layer; a radio frequency identification layer on the substrate layer, the radio frequency identification layer including a radio frequency identification tag formed from nanoparticle ink; and a protective layer surrounding the radio frequency identification layer.