# BEACON-SP: Ontology-Grounded GraphRAG Framework for Clinical Suicide Risk Assessment

**Published:** October 8, 2026
**Author:** Kemal Davaslioglu, Nathan Conger, Sastry Kompella, Yalin E. Sagduyu, Nathaniel D. Bastian
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/beacon-sp-ontology-grounded-graphrag-framework-for-clinical-suicide-risk

We present BEACON-SP, an ontology-grounded Graph Retrieval-Augmented Generation (GraphRAG) framework for clinician-facing decision support in behavioral health settings such as suicide prevention, where effective assessment requires integrating heterogeneous clinical,…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.09026)

**Tags:** #arXiv

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