This old illustration from Curtis's Botanical Magazine shows that the flowers of Cephalotus have six sepals, six petals (rather hooded), six stamens. The six carpels are at the bottom of a bowl-like disk. These features are somewhat like those of saxifrages, and that was long thought to be the family closest to Cephalotaceae.