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    "slug": "knowledge-graph-and-memory-8",
    "title": "Knowledge Graph and Memory",
    "description": "The long-memory setup and reports point toward a graph-friendly archive: claims, sources, entities, events, topics, contradictions, and review states should be modeled separately.Core IdeasEntity pagesFuture records can track people, organizations, texts, doctrines, places, technologies, claims, and signals.Claim prove…",
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    "published_utc": "2026-05-14T21:11:40Z",
    "modified_utc": "2026-05-14T21:11:40Z",
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        "html": "<div class=\"editorial-callout\">\n<p>The long-memory setup and reports point toward a graph-friendly archive: claims, sources, entities, events, topics, contradictions, and review states should be modeled separately.</p>\n</div>\n<section class=\"section-directory\">\n<h2>Core Ideas</h2>\n<div class=\"section-directory-grid\">\n<article class=\"section-directory-card\"><strong>Entity pages</strong><span>Future records can track people, organizations, texts, doctrines, places, technologies, claims, and signals.</span></article>\n<article class=\"section-directory-card\"><strong>Claim provenance</strong><span>Every strong claim should keep source spans, review state, contradiction state, and last-reviewed dates.</span></article>\n<article class=\"section-directory-card\"><strong>Memory boundary</strong><span>Raw sources stay in archive; hot memory keeps only current routing and reviewed summaries.</span></article>\n</div>\n</section>\n",
        "plain_text": "The long-memory setup and reports point toward a graph-friendly archive: claims, sources, entities, events, topics, contradictions, and review states should be modeled separately. Core Ideas Entity pagesFuture records can track people, organizations, texts, doctrines, places, technologies, claims, and signals. Claim provenanceEvery strong claim should keep source spans, review state, contradiction state, and last-reviewed dates. Memory boundaryRaw sources stay in archive; hot memory keeps only current routing and reviewed summaries."
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