Update README.md

README.md

@@ -29,4 +29,10 @@ The dashboard integrates a multi-stage pipeline to deliver deep, explainable ins
     *   **Bias & Confidence Analysis**: A scatter plot that correlates "Optimism Bias" with "Mapping Confidence" to help users critically evaluate the sentiment associated with each aspect.
     *   **Ontology Viewer**: Displays the structure of the ESG ontology directly in the dashboard.
 
+Hybrid stage (7 + 8 + 10)
+*   The ontology backbone (Stage 7) structures the ESG knowledge.
+*   The weakly supervised extraction (Stage 8) expands it dynamically.
+*   The dashboard layer (Stage 10) communicates interpretability metrics.
+*   Once you fine-tune embeddings on ESG corpora (Stage 9), your system will reach full maturity — improving confidence and semantic clustering precision.
+
 ## Project Structure