Secretary of State Marco Rubio intends to announce the seizure on Thursday during a visit to Santo Domingo, the last stop of his five-nation tour of Latin America, according to a U.S. official.

Seizing the Senate floor is one of the remaining tools the minority party has to stonewall a confirmation. Democrats ...