These finds were made well below ground level of the original mound. In general the people of the lowest level had 'long heads' than the round skulls found above them.
The artifacts were unearthed beneath the base of the original mound. Typically, those buried in the deepest layer possessed elongated skulls as opposed to the rounded skulls discovered above.