Research questionHow can urban trajectory systems screen collective anomalies cheaply yet provide source-verifiable event details on demand?Urban monitoring must process many trajectory windows with low latency, but anomaly scores alone do not establish what happened, who was involved, or where and when. Detailed diagnosis requires tracing claims back to source trajectories, creating tension between continuous screening and evidence-backed reporting.