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#artificial intelligence Preprint Sep 2026

Verifiable Disaster Storylines and Causal Knowledge Graphs: A Citation-Grounded Pipeline from Heterogeneous Humanitarian Sources

A pipeline that combines structured disaster records from EM-DAT with unstructured documents from ReliefWeb and the European Media Monitor to produce source-grounded disaster storylines and causal knowledge graphs supporting situational awareness for responders and analysts is presented.

Ivan Decostanzi, Michele Ronco, Sergio Consoli et al. · 0 citations

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