LLM-Reflex-GeoKG: A reflexion-enhanced LLM framework for automated geographic knowledge graph construction

• Zongjun Wei,

  Roles Data curation, Formal analysis, Visualization, Writing – original draft, Writing – review & editing

  Affiliation School of Geography and Ocean Science, Nanjing University, China

  https://orcid.org/0009-0007-3458-8593

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• Gang Chen ,

  Roles Methodology, Validation, Writing – review & editing

  * E-mail: chengang@nju.edu.cn

  Affiliations School of Geography and Ocean Science, Nanjing University, China, Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, Nanjing, China

  https://orcid.org/0009-0002-1446-3885

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• Youheng Xu,

  Roles Data curation, Methodology

  Affiliation School of Geography and Ocean Science, Nanjing University, China

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• Xiangfei Yang,

  Roles Data curation, Visualization

  Affiliation Nanjing Memory Graph Cutural Technology co. Ltd, China

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• Mengting Cao,

  Roles Methodology, Project administration, Writing – review & editing

  Affiliation School of Geography and Ocean Science, Nanjing University, China

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• Minyi Liao

  Roles Formal analysis, Project administration, Writing – review & editing

  Affiliation School of Geography and Ocean Science, Nanjing University, China

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