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Knowledge graphs, algebra, and verifiable AI reasoning

Knowledge graphs can give an AI system structured mathematical evidence, but they do not prove an algebraic result by themselves. A practical look at neurosymbolic pipelines, Paths-over-Graph, KG-RAR, and where formal verification belongs.