Assumptions about equality of effects, across time periods or across individuals are commonly made in causal inference tasks. For example, the difference-in-differences method assumes that confounding remains the same across time periods. Similarly, it is often reasonable to assume that causal effects apply equally to units undergoing interference. Finally, sensitivity analysis often hypothesizes equality among existing and unaccounted for confounders. Despite the ubiquity of these ``equality co…