measurement
The IKEDS framework achieved an average overall decision accuracy of 85.7% (± 3.2%), which significantly outperformed the KG-Only (74.6% ± 4.1%), RAG-Only (67.3% ± 4.8%), and Parallel-KG-RAG (77.6% ± 3.9%) approaches.

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