Explanation

KP Sharma Oli was sworn in as Prime Minister of Nepal for the 4th time in July 2024. Ram Baran Yadav is incorrect because he has not been sworn in as PM recently. Bidya Devi Bhandari is incorrect because she previously held the presidency, not this role. Shagufta Khan is incorrect because she is not listed as the person who was sworn in.