SAGE achieves 98.8% score convergence and over 94% inter-rater agreement on 100 stories, statistically confirming canonical works outperform pulp fiction and LLM-generated narratives especially in cultural critique and philosophical depth.
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SAGE: Hierarchical LLM-Based Literary Evaluation through Ontology-Grounded Interpretive Dimensions
SAGE achieves 98.8% score convergence and over 94% inter-rater agreement on 100 stories, statistically confirming canonical works outperform pulp fiction and LLM-generated narratives especially in cultural critique and philosophical depth.