AI RESEARCH
Compass: Navigating Global Marine Lead Data Integration through Expert-Guided LLM Agent
arXiv CS.AI
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ArXi:2605.29966v1 Announce Type: new Marine lead (Pb) and its isotopes are critical tracers for ocean circulation and anthropogenic pollution, yet in-situ observations remain costly and sparse. While vast historical records exist, they lie buried within the unstructured content of academic papers, creating "data silos" inaccessible to comprehensive analysis. Manual extraction is unscalable, while general-purpose Large Language Models (LLMs) lack the necessary domain-specific knowledge, leading to hallucinations and scientifically invalid outputs. To address this, we.