This is an angel trumpet (brugmansia)
I got the picture from Mail online (where the OP got the story) This is pictured as the bush where the poisonous stuff comes from.
As I said, there used to be one of these at an apt complex here and I’m sure they called it an angel trumpet.
It’s got to be different from that poison bush. They couldn’t have anything so poisonous growing out in public.