Shepherd's purse (Capsela bursa-pastoris)

 

Collins, 100; Readers Digest,

This low to medium height annual/bi-annual plant flowers late into the year and throughout the year with little white flowers and triangular pods.  It is extremely common and grows in our verges and fields.  It is also successful in the rest of the world growing as far north as Greenland.