LLM Information Extraction Toolkit

Yoon, Hong-Jun [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (0000000254505878); Ashraf, FaisalBin [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (0000000241112258); Ruggles, Thomas [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (0000000215119640); Singh, Debjani [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (0000000277838608)

doi:10.11578/dc.20260605.1

DOE OSTI · code-182498

LLM Information Extraction Toolkit

Yoon, Hong-Jun [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (0000000254505878)·Ashraf, FaisalBin [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (0000000241112258)·Ruggles, Thomas [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (0000000215119640)·Singh, Debjani [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (0000000277838608)

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Abstract

A modular Python framework for information extraction using large language models with support for multiple backends and optional verification workflows.

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Yoon, Hong-Jun [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (0000000254505878), Ashraf, FaisalBin [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (0000000241112258), Ruggles, Thomas [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (0000000215119640), Singh, Debjani [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (0000000277838608). 2026-06-05. LLM Information Extraction Toolkit. https://doi.org/10.11578/dc.20260605.1

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