An ontology-guided LightRAG framework for knowledge-graph construction and question answering on precarious rock hazards Ke Li Yan-Wu Pan Zong-Wang Yi Sheng-Bao Guo Peng-Fei Liu Liu-Juan-Hai Dong Lin-Feng Wang Yan-Lei Wang Wu-Yang Qin Xiao-En Cheng Na She Jie-Ling Yuan Oct 2026 · Earth Science Informatics · Vol 19 · 0 citations · 53 references DOI Semantic Scholar Save View source Cite { copied='apa'; setTimeout(() => { copied=null; open=false }, 1000) })" class="flex w-full items-center justify-between rounded-lg px-3 py-2 text-left text-sm hover:bg-gray-100 dark:hover:bg-ink-800"> Copy APA Copied ✓ { copied='mla'; setTimeout(() => { copied=null; open=false }, 1000) })" class="flex w-full items-center justify-between rounded-lg px-3 py-2 text-left text-sm hover:bg-gray-100 dark:hover:bg-ink-800"> Copy MLA Copied ✓ { copied='bibtex'; setTimeout(() => { copied=null; open=false }, 1000) })" class="flex w-full items-center justify-between rounded-lg px-3 py-2 text-left text-sm hover:bg-gray-100 dark:hover:bg-ink-800"> Copy BibTeX Copied ✓ Share