In response to a tweet inquiring about the cause of the stalled train, Amtrak said: “Service disruption due to a mechanical issue, assistance on the way.”

Amtrak's website listed the train arriving in at Union Station in the nation's capital at 8:35 p.m. –- over three hours late.

ABC News' Lucien Bruggeman, Geoffrey Eisler and Benjamin Stein contributed to this report.

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