Crop GraphRAG: pest and disease knowledge base Q&A system for sustainable crop protection.

Pairwise tests in Table 5 confirm these results: all four dimensions are significant at α = 0.05 against every baseline, and several remain highly significant at p < 0.01, including Accuracy and Traceability versus DeepSeek-R1 (p<0.001).

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