The Collaborative International Dictionary of English v.0.48:

Earthpea \Earth"pea`\, n. (Bot.)
   A species of pea (Amphicarp[ae]a monoica). It is a climbing
   leguminous plant, with hairy underground pods.
   [1913 Webster]