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@@ -42,10 +42,9 @@ Figure 3: Grown knowledge graph based on the prompt ```Discuss protein design ba
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  title={In-situ graph reasoning and knowledge expansion using Graph-PReFLexOR},
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  author={Markus J. Buehler},
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  year={2025},
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- eprint={},
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  archivePrefix={arXiv},
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  primaryClass={cs.AI},
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- url={https://arxiv.org/abs/XXX.YYYYY},
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  }
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- ```
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  ```
 
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  title={In-situ graph reasoning and knowledge expansion using Graph-PReFLexOR},
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  author={Markus J. Buehler},
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  year={2025},
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+ eprint={2501.08120},
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  archivePrefix={arXiv},
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  primaryClass={cs.AI},
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+ url={https://arxiv.org/abs/2501.08120},
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  }
 
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  ```