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In robotics, "Ground Truth" is the most accurate measurement available. New methods, algorithms and sensors are often quantified by comparing them to a ground truth measurement. Ground truth can come either directly from a simulator, or from a much more accurate (and expensive) sensor.

In gazebo, this is the exact position of your robot within the simulator.