At the HS level, mechanically speaking at least, that's how it's supposed to go. I assume the NCAA mechanics are the same but don't know
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From that video the first-base ump signaled 'safe' because the pitcher threw the ball to the 2nd baseman. Then the home-plate ump came in and called him 'out'--presumable for running inside the baseline.