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    "headline": "Images Received Local and Global Text Before Retrieval",
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    "dek": "CEMMKG enriches visual nodes with surrounding, semantically related and passage-level context.",
    "summary": "CEMMKG enriches visual nodes with surrounding, semantically related and passage-level context.",
    "body_text": "The multi-granularity construction improved multimodal knowledge-graph RAG on the selected vision-centric dataset across several retrieval methods. The abstract reports broad applicability within those experiments but no universal hallucination guarantee.",
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    "tags": [
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      "source_id": "source-2026-08-27-017",
      "title": "arXiv preprint 2608.25986",
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    "title": "Images Received Local and Global Text Before Retrieval",
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