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The Edit Terrain/Object tool brings up the appropriate lab or editor depending on what object is selected. Unlike the Edit Materials tool, you must have an object selected in order to use this tool.
To use the Edit Terrain/Object tool, select an object and click on the Edit Terrain/Object tool.