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[Research tracking] Freeze Grace ownership, milestone, and evidence boundary #2

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@ShuhaoZhangTony

Hongru Gao (hongrugao) is the confirmed researcher responsible for Grace. This issue provides a repository-local carrier for the current milestone without changing repository permissions or historical authorship.\n\nPlease record: (1) the active branch and exact commit, (2) the current research question and nearest falsifiable milestone, (3) baseline/treatment or correctness contract, (4) available data/runtime path, (5) evidence level—real runtime/data, host correctness, simulation/readiness, or none—and (6) blockers and stop condition.\n\nAcceptance for the first update is a compact owner-authored plan linked to an existing branch/commit. Do not reuse Dynamic-GraphRAG ownership, data, or claims as Grace evidence.

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