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CANONTRACE evaluates the global consistency of hypothetical character backstories against complete long-form novels. The system frames narrative verification as a structured decision problem over long contexts, combining advanced Agentic RAGs reasoning with classical NLP techniques to produce evidence-grounded, auditable consistency judgment.