Remove income recency
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Not All Deterministic Identity Graphs Are Created Equal

LiveRamp

The graph should be built with an expansive PII reference base to allow linking of PII touchpoints and devices to a persistent representation of a person. Leading deterministic graphs prioritize accuracy and recency of identity over scale. It should also compare incoming emails with a larger match network to remove problematic ones.