{
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    "relation": "topic-surface-only",
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  "dek": "据报导，黄乐曾于2024及2025年至少两度持香港护照来台，访台期间她频繁接触台湾AI供应链业者，引发国安疑虑。在美国政府建议下，台湾2024年开始监控黄乐的访台行程。内政部长刘世芳11日指出，政府已经将黄乐废证，未来她无法再来台。",
  "desk": "politics",
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  "evidence_groups": [
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      "published_at": "2026-11-11T10:13:05Z",
      "role": "media",
      "source_id": "rfi-chinese",
      "source_name": "RFI",
      "title": "黄乐持香港护照数次来台接触AI供应链业者 是否引发国安疑虑？",
      "url": "https://www.rfi.fr/cn/%E4%B8%AD%E5%9B%BD/20261111-%E9%BB%84%E4%B9%90%E6%8C%81%E9%A6%99%E6%B8%AF%E6%8A%A4%E7%85%A7%E6%95%B0%E6%AC%A1%E6%9D%A5%E5%8F%B0%E6%8E%A5%E8%A7%A6ai%E4%BE%9B%E5%BA%94%E9%93%BE%E4%B8%9A%E8%80%85-%E6%98%AF%E5%90%A6%E5%BC%95%E5%8F%91%E5%9B%BD%E5%AE%89%E7%96%91%E8%99%91",
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  "evidence_strength": "single-source",
  "headline": "黄乐持香港护照数次来台接触AI供应链业者 是否引发国安疑虑？",
  "lead": false,
  "lead_reason": "Current single-source metadata is retained but not promoted as a lead.",
  "limitations": [
    "Palimpsest retained only feed title, canonical link, time, and a bounded plain-text excerpt; it did not fetch the article body.",
    "The evidence-strength label describes source structure, not truth, intent, impact, or causation.",
    "Declared instrument links are topical pointers until a separate scan or economic observation is joined by time and method.",
    "Title-similarity clustering can miss differently worded or cross-language accounts and can join closely worded updates.",
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  "mutation": {
    "kind": "unchanged",
    "previous_version_id": "eventv-d5b2cc51f41c56172c74c5b3"
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      "evidence_item_id": "item-a354e1722b70d1ce9d152b01",
      "published_at": "2026-11-11T10:13:05Z",
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