ENTANGLE
A disaster-response desk where agents share one event history, and a human approves every action.
Built at AgentX Hackathon 2026
Team RESONA: Sarthak Yadav, Aafiya, 30_Aarya Pal
Built with React, TypeScript, Vite, Zustand, Tailwind CSS, Express
About the project
Disaster response coordinators juggle noisy citizen reports, duplicate rumors and too few boats and responders. A chat transcript cannot show which facts a recommendation rested on, or why it changed.
ENTANGLE is a simulated Mumbai flood and heatwave control room built from cooperating agents: credibility scoring, triage, dispatch planning, simulation and comms drafting. All of them read one shared, append-only event history, so a new report can change credibility, which makes triage and dispatch reconsider, which triggers a new simulation.
Every action that matters needs a person. An operator approves one dispatch plan, each message needs its own approval, and a kill switch freezes all writes.
The Quantum Lab uses quantum-inspired mathematics on an ordinary computer. No quantum hardware is used and no speed-up is claimed. It measures how incidents' outcomes depend on each other across 600 seeded simulated worlds, lets an operator condition on one observed result, plans several crews jointly under a return floor, and combines report evidence like interfering waves so repeated messages cannot inflate trust.
Also included: a hash-chained audit log, pre-alerts for neighbouring incidents, a wait-or-act advisor for unverified reports, a counterfactual comparison of plans, equity across wards, live weather with a seeded fallback, and an offline mock outbox.
All data is demonstration data. Nothing contacts responders or sends public messages.