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

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Title: LLM-Reflex-GeoKG: A reflexion-enhanced LLM framework for automated geographic knowledge graph construction.
Authors: Wei, Zongjun1 (AUTHOR), Chen, Gang1,2 (AUTHOR) chengang@nju.edu.cn, Xu, Youheng1 (AUTHOR), Yang, Xiangfei3 (AUTHOR), Cao, Mengting1 (AUTHOR), Liao, Minyi1 (AUTHOR)
Source: PLoS ONE. 4/2/2026, Vol. 21 Issue 4, p1-22. 22p.
Database: Academic Search Ultimate
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  Data: LLM-Reflex-GeoKG: A reflexion-enhanced LLM framework for automated geographic knowledge graph construction.
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  Data: <searchLink fieldCode="AR" term="%22Wei%2C+Zongjun%22">Wei, Zongjun</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Chen%2C+Gang%22">Chen, Gang</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> chengang@nju.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Xu%2C+Youheng%22">Xu, Youheng</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yang%2C+Xiangfei%22">Yang, Xiangfei</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Cao%2C+Mengting%22">Cao, Mengting</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Liao%2C+Minyi%22">Liao, Minyi</searchLink><relatesTo>1</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22PLoS+ONE%22">PLoS ONE</searchLink>. 4/2/2026, Vol. 21 Issue 4, p1-22. 22p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192736364
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        Value: 10.1371/journal.pone.0344565
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              Text: 4/2/2026
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