The axiom dataset is work-local: 1,448 of 1,455 axioms map to exactly one work¶

Claim · All claims
Evidence · 1 study · design r? · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? The current artifact functions as a set of work-derived records rather than a densely reused cross-work ontology, so cross-work co-occurrence analysis is sparse. → Qiang Liu and Chunyi Zhao 2026

Evidence¶

Qiang Liu and Chunyi Zhao 2026¶

Qiang Liu and Chunyi Zhao. (2026). Literary Axioms: A Conceptual Framework for Literary Creation, Interpretation, and Evaluation. arXiv. https://arxiv.org/abs/2609.25504 doi:10.48550/arxiv.2609.25504

q2 · i? · design · r?

Descriptive audit of the JSON snapshot, recomputed with standard-library Python scripts stored with the manuscript. The audit found 1,455 unique axiom identifiers, 1,464 work-axiom mappings to 149 unique works, and reports that "Only seven axioms map to more than one work, with a maximum of four mappings."

"Only seven axioms map to more than one work, with a maximum of four mappings, so the present artifact is better characterized as a set of work-derived records than as a densely reused cross-work ontology."

Discussion¶

Related Claims¶

• Audit finds the stored context fields do not operationally distinguish contextual-scope Types C and D — related
• Contrasting stored skeletons: Hamlet emphasizes epistemic hesitation and contamination, To Live emphasizes endurance and historical contingency — related
• Educational ontologies are rarely used in practical e-learning platforms, mainly due to cost, complexity, integration, performance, and scalability problems, which ontology reuse can partially overcome — related
• Corpus reuse in the deployed support system is concentrated on a single process step: three certificate/offer-letter entries account for 56.8% of 871 resolutions, with a Gini of 0.586 across entries — related