I cannot find Edward or Helen/Ellen/Eleanor in 1861.
Francis was unmarried in 1861, so I do not know who Edward's parents were, except that he shows up as a son in 1871.
Possibly he is in 1861 and with his mother's name.
Where did you find the different names for Helen and her marriage information?