The retraction two citations back: building a citation-path audit on FalkorDB

Описание и применение

Bedrock использует графовую базу FalkorDB для проверки двух‑шаговых цепочек цитирования и выявления ссылок на отозванные работы, предоставляя пользователю точные цепочки и рекомендации по исправлению.

Задача

Researchers risk citing retracted work because citation‑path checks are missing from reference managers.

Результат

Bedrock performs a two‑hop citation audit in 0.05–0.4 s for 9–150 papers, identifies retractions, and provides human‑reviewable edit proposals.

Рабочий процесс

• Paste a list of DOIs into Bedrock
• Bedrock runs a two‑hop Cypher query on FalkorDB
• The query returns paths where an intermediate paper cites a retracted work
• Bedrock displays the chain, retraction date, and reasons
• An AI agent explains the findings and suggests edits
• The user reviews and approves any changes

Доказательства

Bedrock states facts about a fixed corpus, it doesn't guess.

Источник

The first audit of nine papers took 59 seconds. The data was small and the question was simple, so something was off.

Источник

Re‑timed after the fix: 0.05 to 0.4 seconds for nine papers, and 0.15 to 0.4 seconds for 150.

Источник

The agent runs on Groq's free tier with openai/gpt‑oss‑120b.

Источник