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• Constructs a dynamic interaction graph G_t over recent messages/nodes where edges encode retweets, replies, shared URLs, or semantic similarity above threshold.
• Node features are text embeddings and metadata vectors.
• A temporal GNN (e.g., TGAT or TGN-style) produces temporally-aware node embeddings that capture propagation patterns.
• Outputs are aggregated into window-level representations for event scoring.