We study Two-Variable First-Order Logic, FO2, under semantic constraints that model hierarchically structured data. Our first logic extends FO2 with a linear order < and a chain of increasingly coarser equivalence relations E_1, E_2, ... . We show that its finite satisfiability problem is NExpTime-complete. We also demonstrate that a weaker variant of this logic without the linear order enjoys the exponential model property. Our second logic extends FO2 with a chain of nested total preorders. We prove that its finite satisfiability problem is also NExpTime-complete.However, we show that the complexity increases to ExpSpace-complete once access to the successor relations of the preorders is allowed. Our last result is the undecidability of FO2 with two independent chains of nested equivalence relations.

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