CEOs of three of the internet’s largest social media platforms will make a virtual appearance on Capitol Hill Thursday as lawmakers question them about the spread of misinformation on their networks.

Senate lawmakers announced Wednesday that a Jan. 31 hearing will call big tech CEOs to address child sexual abuse material on their platforms. Witnesses before the Senate Judiciary Committee will ...