Temporal consistency refers to the principle that the association between an exposure and an outcome should remain stable over time, indicating that the relationship is not just a fleeting occurrence. This concept is crucial in evaluating the reliability of epidemiologic evidence, as it helps establish whether observed associations are likely to be causal rather than coincidental. If results show consistent patterns across different time periods or populations, it strengthens the argument for a causal relationship.