There is no obstruction merely by being between the runner and the base without the ball. The runner must be impeded, meaning the runner did something that delayed or stopped her progress to the base due to the defender's actions when the defender did not have the ball.
If the defender regained possession of the ball and THEN blocked the runner, that is entirely legal. It is called making a tag.
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Tom
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