Deterministic data is connected to verified signals tied to real individuals, such as hashed email identifiers or self-reported attributes. Modeled data is based on statistical inference and probability. Both approaches exist in the ecosystem, but deterministic signals can provide stronger confidence when accuracy and identity linkage are important.