MapaKalamidad.ph maps disasters in real-time using both crowd-sourced reporting and government agency validations. Powered by CogniCity Open Source Software, the platform uses humanitarian chatbots on social media to solicit real-time updates from disaster-affected communities. Verified user reports are displayed alongside relevant emergency data collected by local and government agencies. By integrating localized knowledge from a variety of sources into a single, robust platform, MapaKalamidad.ph is able to provide a comprehensive overview of disaster events, enabling residents, humanitarian agencies, and government agencies to make more informed decisions during emergencies.