{ "_comment": "Temporal chain example: multi-event sequence with explicit and implicit ordering.", "input_text": "The meeting started at 9am. Alice arrived after it began. She left before noon.", "stage_post_gate": { "gate_signals": [ { "gate_id": "has_entity_reference", "activated": true, "confidence": 0.97 }, { "gate_id": "has_coreference", "activated": true, "confidence": 0.88 }, { "gate_id": "has_temporal_relation", "activated": true, "confidence": 0.99, "evidence_spans": [{"text": "at 9am"}, {"text": "after"}, {"text": "before noon"}] }, { "gate_id": "has_state_change", "activated": true, "confidence": 0.85 } ] }, "stage_post_proposal": { "objects": { "E1": { "object_id": "E1", "object_kind": "entity", "status": "active", "confidence": 0.96, "canonical_label": "Alice", "aliases": ["She", "her"], "source_module": "entity_specialist" }, "EV_meeting": { "object_id": "EV_meeting", "object_kind": "event", "status": "active", "confidence": 0.97, "surface_span": { "text": "meeting", "start": 4, "end": 11 }, "canonical_label": "meeting", "source_module": "entity_specialist" }, "EV_meeting_start": { "object_id": "EV_meeting_start", "object_kind": "event", "status": "active", "confidence": 0.97, "surface_span": { "text": "started", "start": 12, "end": 19 }, "canonical_label": "meeting_start", "source_module": "entity_specialist" }, "EV_arrival": { "object_id": "EV_arrival", "object_kind": "event", "status": "active", "confidence": 0.95, "surface_span": { "text": "arrived", "start": 33, "end": 40 }, "canonical_label": "alice_arrival", "source_module": "entity_specialist" }, "EV_departure": { "object_id": "EV_departure", "object_kind": "event", "status": "active", "confidence": 0.94, "surface_span": { "text": "left", "start": 57, "end": 61 }, "canonical_label": "alice_departure", "source_module": "entity_specialist" }, "T_9am": { "object_id": "T_9am", "object_kind": "quantity", "status": "active", "confidence": 0.99, "surface_span": { "text": "9am", "start": 23, "end": 26 }, "canonical_label": "09:00", "source_module": "temporal_specialist" }, "T_noon": { "object_id": "T_noon", "object_kind": "quantity", "status": "active", "confidence": 0.99, "surface_span": { "text": "noon", "start": 69, "end": 73 }, "canonical_label": "12:00", "source_module": "temporal_specialist" } } }, "stage_post_specialist": { "constraints": { "C_t1": { "constraint_id": "C_t1", "constraint_type": "starts_at", "argument_refs": ["EV_meeting_start", "T_9am"], "polarity": "positive", "strength": "hard", "status": "unresolved", "expression": "starts_at(meeting_start, 09:00)", "confidence": 0.97, "source_module": "temporal_specialist" }, "C_t2": { "constraint_id": "C_t2", "constraint_type": "after", "argument_refs": ["EV_arrival", "EV_meeting_start"], "polarity": "positive", "strength": "hard", "status": "unresolved", "expression": "after(alice_arrival, meeting_start)", "confidence": 0.96, "source_module": "temporal_specialist" }, "C_t3": { "constraint_id": "C_t3", "constraint_type": "before", "argument_refs": ["EV_departure", "T_noon"], "polarity": "positive", "strength": "hard", "status": "unresolved", "expression": "before(alice_departure, 12:00)", "confidence": 0.95, "source_module": "temporal_specialist" }, "C_t4": { "constraint_id": "C_t4", "constraint_type": "before", "argument_refs": ["EV_arrival", "EV_departure"], "polarity": "positive", "strength": "soft", "status": "unresolved", "expression": "before(alice_arrival, alice_departure)", "confidence": 0.88, "source_module": "temporal_specialist" }, "C_coref": { "constraint_id": "C_coref", "constraint_type": "same_entity", "argument_refs": ["E1", "E_she"], "polarity": "positive", "strength": "hard", "status": "unresolved", "expression": "same_entity(Alice, She)", "confidence": 0.90, "source_module": "entity_specialist" } } }, "stage_resolved": { "_notes": "All temporal constraints resolved. Ordering chain: meeting_start (09:00) → alice_arrival → alice_departure (< 12:00).", "open_contradictions": [], "ordering_chain": [ "EV_meeting_start at T_9am", "EV_arrival after EV_meeting_start", "EV_departure before T_noon", "EV_arrival before EV_departure (soft, consistent)" ] }, "stage_synthesized": { "synthesis_mode": "explain", "answer": "The meeting started at 9am. Alice arrived after it began and left before noon.", "confidence": 0.93, "derivation_trace": [ "C_t1: starts_at(meeting_start, 09:00) — resolved", "C_t2: after(alice_arrival, meeting_start) — resolved", "C_t3: before(alice_departure, 12:00) — resolved", "C_t4: before(alice_arrival, alice_departure) — resolved (consistent with C_t2, C_t3)", "C_coref: same_entity(Alice, She) — merged" ] } }