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The research aims to create a framework for writing that ensures clarity and eliminates ambiguity in language.

April 24, 2026Open Access

The Three Fundamental Principles of Writing Rhetoric: A Bidirectional Mapping Framework for Eliminating Ambiguity in Natural Language

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The research aims to create a framework for writing that ensures clarity and eliminates ambiguity in language.
Developed a theoretical framework based on three core principles of writing rhetoric.
Established bidirectional equivalence between linguistic units and meaning units.
Applied principles to various fields including technical documentation and AI communication.
Demonstrated that the framework improves clarity in writing across high-precision domains.
Showed that one-to-one correspondence between linguistic and meaning units reduces misunderstanding.
Highlighted the reproducibility of writing outcomes for different writers and readers.

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This preprint presents a framework that eliminates ambiguity in writing, suggesting clearer communication methods.

Kataoka (2026) studied this question.

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