Water lillies not only are not dangerous, they’re partially edible and have also been used in medicines. Do you mean peace lilly or calla lilly? Neither is deadly, but they can make you ill. Water hemlock is deadly and has white flowers?
The joke here is that: If you stand under a water lily for 10 minutes, you are underwater for 10 minutes