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Run identity resolution behind one service rather than each downstream system maintaining its own join logic, so a single resolution rule survives the next stack change
Use probabilistic signals when deterministic identifiers are absent, carrying the confidence bound forward so the systems acting on the match know whether they are reading a high-confidence resolution or a guess