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Please take a look at prior answer, it has a very good explanation:

https://answers.ros.org/question/258491/help-initializing-ekf-to-a-set-position/

All set_pose is doing is sending your robot to the location you send it. If you then give it measurements that tell it that it is somewhere else, it's going to jump back.

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