AbstractQuestionsDoubt has recently been shed on the validity of the European patch mosaic‐forest life cycle model involving the assignment of stages of development to natural forests. To partially explain the inconsistency in development stage assignment, we ask: does the high neighborhood‐scale structural heterogeneity inherent to old‐growth beech forests subject to small‐scale gap dynamics transcend development stages?LocationNatural Oriental beech (Fagus orientalisLipsky) forests in four regions of the Elborz Mountain range in northern Iran.MethodsNatural tree neighborhoods at three different scales (ca. 112, 508, and 1,228 m2) were identified within 1.0 ha plots in each of the three main development stages (Initial, Optimum, Decay) in each region using the spatially explicit Delaunay‐triangulation‐based floating neighborhood approach. The diameter distribution across all neighborhoods in all three stages was summarized using Principal Components Analysis. Neighborhoods exhibiting shared structure among stages were identified as those within one standard deviation of the centroid of the 2D ordination space.ResultsShared neighborhoods, which were highly heterogeneous with a weakly rotated sigmoid size class structure, were found to consistently occur in ca. 10%–20% of neighborhoods in all three development stages. Only neighborhoods more than one, and particularly more than two, standard deviations from the centroid differed among development stages in size class structure, with stage‐typical distributions observed in each development stage (i.e., negative exponential in the Initial stage, normal in the Optimum, and bimodal in the Decay).ConclusionsRegardless of development stage, forested beech stands subject to a small‐scale disturbance regime share a common core of tree neighborhoods with similar, heterogeneous live tree structure. We conjecture that this structure reflects temporal and spatial variation in gap dynamics, with variously aged but relatively newer gap patches with relatively high within‐patch homogeneity nested within a matrix of the highly heterogeneous neighborhoods that develop in the absence of recent disturbance.