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Triple-Phase Precision Control for Fire Safety Regulations Retrieval Combating LLM Hallucination Risks

Published Online: 2026-01-07

Published Print: 2026-01

Authors

Sun, Mengyao https://orcid.org/0000-0002-4911-3861
Chen, Ying

Bai, Jing
Funding

Funding for this research was provided by:

Fundamental Research Funds for the Central Universities (BSKY202404)

Fundamental Research Funds for the Central Universities (BSKYZX202414)
License Information

Text and Data Mining valid from 2026-01-01

Version of Record valid from 2026-01-01
More Information

Article History

Received: 10 April 2025

Accepted: 18 November 2025

First Online: 7 January 2026

Declarations

:

: The authors declare no Conflict of interest.

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