What makes it quietly unusual is not what is present but what is absent: a church once stood here, yet no trace of it survives above ground. The site carries its ecclesiastical past entirely in its name, Kilpatrick, where the element "kil" derives from the Irish "cill", meaning a church or monastic cell, and in the continued use of the ground for burial long after the building itself had vanished.

By the 1840s, when the Ordnance Survey Letters were compiled, the graveyard was recorded as still being actively used for burials. Those letters, later published by O'Flanagan in 1930, offer one of the few documentary glimpses of the site during that period. The headstones visible today correspond to the location marked on the 1903 Ordnance Survey six-inch map, confirming a continuity of use across at least several generations. The church whose dedication gave the townland its name has left no masonry, no foundation line, nothing a visitor could point to, only the persistence of the burial ground around the space where it once stood.