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"map_content": "Bottom line: Modeling legal ownership as O = J(E, D) is a solid abstraction. Treat J as a decision rule that (a) aggregates noisy evidence, (b) applies thresholds tied to legal standards, and (c) enforces constraints from statutes and precedent. The \u201canalog-to-digital converter with digital controls\u201d metaphor is apt, provided you allow for multi-stage review, path dependence, and the possibility that O is a structured, possibly multi-valued allocation rather than a single label.",
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"timestamp": "2025-11-09T07:56:18.000Z",
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