You could contact them and ask:
https://www.livingdesert.org/a...
It's not one of the plants listed on their native plant list. Depending on which area it is located, it could be an introduced plant or even a hybrid of some sort.
Plant ID suggests wild petunia, but that's only a 3.8% likelihood.
To me, the flowers look similar to a chilopsis a trumpet but they don't quiet fit either.