Finding 4244Emerging EvidenceValidation V0
Dataset: 305,360 entities, 9,625 triples, 19 relations. Ablations: Event Graph essentialremoval slashes performance >80%. FinKario-RAG beats vanilla/graph-light RAG. Strengths: dynamic updates, schema-automation; limits: short window, China-only, LLM reliance, no costs/live.
78%Confidence
1Evidence objects
v1Version
DraftStatus
Evidence trail
Supporting78% linkage confidence
Dataset: 305,360 entities, 9,625 triples, 19 relations. Ablations: Event Graph essentialremoval slashes performance >80%. FinKario-RAG beats vanilla/graph-light RAG. Strengths: dynamic updates, schema-automation; limits: short window, China-only, LLM reliance, no costs/live.
key_findings bullet 3 · key_findings
Inspect source: FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph →This Finding was extracted from the configured corpus. It is versioned, traceable, and may evolve through editorial review or new corpus evidence.