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A distributed data stored labels operations with globally unique identifiers that contain approximate timestamps. The labels are used to address causes of inconsistency in the distributed data stored while ensuring progress. A first mode is provided that stores the latest label for each entry is useful if re-inserts and deletes are rare. Another mode is provided that stores a history of labels for each entry can be used if there are many re-inserts and deletes. A further mode is provided that stores a history of labels for queries can report updates to query answers as inserts and deletes settle across the distributed data store (Figure 1).