The story
The first word is probably from orpine, another name of this plant. Compare orphan John.
Etymology from Wiktionary, CC BY-SA 4.0.
harping Johnny
Today it means: Hylotelephium telephium, a succulent perennial ground cover native to Eurasia. Full definition →