Round
STAGE 1: ANNOTATION STAGE 2: KNOWLEDGE GRAPH STAGE 3: SIMULATION LANES STAGE 4: TIMELINE FORK INFLUENCES OPPOSES MENTIONS FEEDBACK Input Doc Chunker NER Annotator Person Organization Policy Event Twitter Reddit Polymarket Round Summary Inject Event Branch A Branch B