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

Wei Z, Chen G, Xu Y, Yang X, Cao M, Liao M

DOI: 10.1371/journal.pone.0344565
Published: 2026
Container: PloS one
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1371/journal.pone.0344565,
  title = {LLM-Reflex-GeoKG: A reflexion-enhanced LLM framework for automated geographic knowledge graph construction.},
  author = {Wei Z and Chen G and Xu Y and Yang X and Cao M and Liao M},
  year = {2026},
  journal = {PloS one},
  doi = {10.1371/journal.pone.0344565},
  url = {https://doi.org/10.1371/journal.pone.0344565}
}

RIS

TY  - JOUR
TI  - LLM-Reflex-GeoKG: A reflexion-enhanced LLM framework for automated geographic knowledge graph construction.
AU  - Wei Z
AU  - Chen G
AU  - Xu Y
AU  - Yang X
AU  - Cao M
AU  - Liao M
PY  - 2026
JO  - PloS one
DO  - 10.1371/journal.pone.0344565
UR  - https://doi.org/10.1371/journal.pone.0344565
ER  -

APA

Z, W., G, C., Y, X., X, Y., M, C., & M, L. (2026). LLM-Reflex-GeoKG: A reflexion-enhanced LLM framework for automated geographic knowledge graph construction.. PloS one. https://doi.org/10.1371/journal.pone.0344565

Source records

pubmed · retrieved 2026-09-25T07:16:56.529Z