Well done Suraj and Dinshaw ! Thank you both for sharing, it sounds like an interesting case here. There is indeed a problem to be solved, however, I do wonder whether this proposed solution is sufficiently composed to solve the said issue.
a. I would propose you look at the the input?
Is Twitter or X alone the only trigger for noting an event ( natural disaster)?
What other inputs can be leveraged and further how do you validate the X tweets to
ensure that you are not executing remedial action on false/ inaccurate tweets?
Wishing you both well.