%0 Journal Article %T VERIFICATION OF QUANTITATIVE RESULTS OF NATIONAL PROJECT ACTIVITIES BASED ON LARGE LANGUAGE MODELS %A Matveev, A.S. %K automated audit, national projects, large language models, quantitative verification, transaction deduplication, on-premise large language model %J Scientific and analytical journal «Vestnik Saint-Petersburg university of State fire service of EMERCOM of Russia» %D 2026 %N 2026 %P 7 %I Saint-Petersburg University of State Fire Service of Emercom of Russia