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      <title>An Evidence Graph Built From Extracted Claims Keeps Contradictions Attached to Their Sources</title>
      <link>https://appcoding.com/an-evidence-graph-built-from-extracted-claims-keeps-contradictions-attached-to-their-sources/</link>
      <pubDate>Mon, 05 Oct 2026 00:00:00 +0000</pubDate>
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      <description>&lt;p&gt;Feed forty articles about a rumored plant restart to a summarizer and you get one smooth paragraph: several outlets report that production will resume in March, though the ministry has pushed back. It reads well. It also throws away what you&amp;rsquo;d need to act on it. You can&amp;rsquo;t tell which outlets reported it, whether each had its own source or all copied one wire story, or what the ministry actually said, a denial or a polite refusal to comment.&lt;/p&gt;</description>
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