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

说明与用途

Bedrock 利用 FalkorDB 对两跳引用路径进行审计，检测撤回的论文，并提供精确链条和编辑建议。

问题

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

结果

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.

工作流

• 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

证据

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

来源

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

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

来源

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

来源