cacao-hati-suci

The profile is three views fused for resonance matching. Structural weights come from personalized PageRank across the graph — multi-hop resonance with natural attenuation, not just direct edges. Categorical weights come from IDF (rare domain/keyword/type values carry more signal; values on every node carry near-zero signal). Semanticweights come from text frequency-scoring markers. Every weight emerges from the graph's own statistics, not hand-tuned constants. Resonance between two entities = cosine per view, fused by inverse-variance so no view dominates by scale alone.