The story
Likely from Scots lilly (“lovely”) + low (“flame”). The first term might also directly come from liefly.
Etymology from Wiktionary, CC BY-SA 4.0.
lilly-low
Today it means: A flame, especially a bright, small or lovely one. Full definition →