If it were a fort there would be evidence of postholes and other remains of defense fortifications. There's a decent amount of fortified sites known from the neolithic, so I assume it would've been ruled out quickly. They also tended to build forts on hills and this structure is on flat ground and the "monument" looks quite small for defense.
The article seems to allude to it having some sort of funeral practices