What was almost certainly a circular enclosure, a form common across early medieval Ireland and typically associated with settlement, ritual, or livestock management, has been reduced over time to a scarp, a gentle earthen slope, tracing an arc from the south-east, around through the west, and up to the north. The overall footprint, roughly 46 metres on its longer north-north-west to south-south-east axis and about 30.5 metres across the other way, gives some sense of the original scale, but the regularity that would once have defined it is largely gone.

Two forces have worked against the monument. A field fence bisects it at the north and south-east, the kind of practical agricultural boundary that over generations quietly dismantles older earthworks without any deliberate intention to do so. More damaging still, the ground to the east of that fence has been heavily disturbed by quarrying, which has removed or obscured whatever features survived on that side. What remains is the western arc of the scarp, which at least preserves the memory of a perimeter even if the interior is largely illegible. Enclosures of this type are among the most numerous and least studied monument classes in the Irish landscape, present in almost every townland yet rarely commanding attention, and Cloverpark is a fairly typical example of how easily they are absorbed into the working countryside.