Resolving inherited ambiguity in Chinese historical phonology with Song dynasty corpus evidence

Large digitized corpora and large language models (LLMs) are reshaping how traditional philological evidence can be used in Chinese historical phonology. This study addresses a specific bottleneck: how to systematically resolve inherited ambiguity caused by polyphonic fanqie characters in Qieyun-system rhyme dictionaries. Focusing on Song-dynasty Guǎngyùn and contemporaneous genre-diverse texts, we propose Qieyun System Polyphonic-character Disambiguation (QYSPD), an LLM-assisted pipeline that combines dictionary-internal structure with variant filtering, corpus retrieval, and contextual definition inference. QYSPD infers role-valid primary fanqies and converts branching fanqie ambiguity into explicit primary paths. Posterior dominance analysis shows that most inferred primaries are strongly supported across genres, while genre-conditioned variation is structured by specialized lexical domains. Additional LLM comparison and sensitivity analysis show high primary-assignment agreement and stable JS-distance distributions, supporting the robustness of inference. QYSPD provides a reproducible framework for future work on phonological reconstruction and the diachronic modeling of sound change across periods and sources.

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Publication Details

Journal
npj Heritage Science
Published
2026-08-21
DOI
https://doi.org/10.1038/s40494-026-02919-4
Primary Topic
Authorship Attribution and Profiling
Type
article
Field-Weighted Citation Impact
0.00

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article

Resolving inherited ambiguity in Chinese historical phonology with Song dynasty corpus evidence

Shipeng Zhu, Haiyue Liu, Na Nie, Hui Xue
npj Heritage Science
Authorship Attribution and Profiling
article

Resolving inherited ambiguity in Chinese historical phonology with Song dynasty corpus evidence

Shipeng Zhu, Haiyue Liu, Na Nie, Hui Xue
article en

Abstract

Large digitized corpora and large language models (LLMs) are reshaping how traditional philological evidence can be used in Chinese historical phonology. This study addresses a specific bottleneck: how to systematically resolve inherited ambiguity caused by polyphonic fanqie characters in Qieyun-system rhyme dictionaries. Focusing on Song-dynasty Guǎngyùn and contemporaneous genre-diverse texts, we propose Qieyun System Polyphonic-character Disambiguation (QYSPD), an LLM-assisted pipeline that combines dictionary-internal structure with variant filtering, corpus retrieval, and contextual definition inference. QYSPD infers role-valid primary fanqies and converts branching fanqie ambiguity into explicit primary paths. Posterior dominance analysis shows that most inferred primaries are strongly supported across genres, while genre-conditioned variation is structured by specialized lexical domains. Additional LLM comparison and sensitivity analysis show high primary-assignment agreement and stable JS-distance distributions, supporting the robustness of inference. QYSPD provides a reproducible framework for future work on phonological reconstruction and the diachronic modeling of sound change across periods and sources.

npj Heritage Science
Nanjing Museum (CN), Southeast University (CN), Nanjing University (CN)
National Natural Science Foundation of China, Nanjing University, Southeast University, Fundamental Research Funds for the Central Universities, National Social Science Fund of China
Quality Education
Openalex Percentile: Top 8%
Authorship Attribution and Profiling
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Resolving inherited ambiguity in Chinese historical phonology with Song dynasty corpus evidence — Shipeng Zhu, Haiyue Liu, et al. · npj Heritage Science (2026) | TGRS Research Map | TGRS