Director of National Intelligence Tulsi Gabbard and CIA director John Ratcliffe - both of whom were in the chat - testified before the Senate Intelligence Committee that no classified material was shared in the group chat on Signal, an encrypted commercial messaging app.
But Democratic senators voiced scepticism about that claim, noting that the journalist, The Atlantic editor-in-chief Jeffrey Goldberg, reported that Defense Secretary Pete Hegseth posted operational details about pending strikes against Yemen's Houthi militants "including information about targets, weapons the US would be deploying and attack sequencing".
"It's hard for me to believe that targets and timing and weapons would not have been classified," Senator Angus King, an independent who caucuses with Democrats, said at the contentious hearing which featured several sharp exchanges.
The revelation on Monday triggered outrage and disbelief among national security experts and prompted Democrats - and some of Trump's fellow Republicans - to call for an investigation of what they described as a major security breach.
"I am of the view that there ought to be resignations, starting with the national security adviser and the secretary of defense," Democratic Senator Ron Wyden said at the hearing.
Democratic Senator Jon Ossoff appeared to grow frustrated after Ratcliffe answered "I don't recall" to a series of questions about the content of the Signal chat.
"Director Ratcliffe, surely you prepared for this hearing today," Ossoff said.
"You are part of a group of principals, senior echelons of the US government, and now a widely publicised breach of sensitive information."
"We will get the full transcript of this chain, and your testimony will be measured carefully against its content," he added.
A former US official told Reuters that operational details for military actions are typically classified and known to only a few people at the Pentagon.
Such top secret information is usually kept on computers that use a separate network, the official said.
Earlier on Tuesday, Trump expressed support for his national security adviser, Michael Waltz, who had mistakenly added Goldberg to the Signal discussion.
"Michael Waltz has learned a lesson, and he's a good man," Trump told NBC News in a phone interview.
National Security Council spokesman Brian Hughes said on Monday that the chat group appeared to be authentic.
The White House said it was looking into how Goldberg's number was added to the thread.
Classified and sensitive information is not supposed to be shared on commercial mobile phone apps, and unknown numbers - such as Goldberg's - should not be included.
Accounts that appeared to represent Vice President JD Vance, US Secretary of State Marco Rubio, Ratcliffe, Gabbard, Treasury Secretary Scott Bessent, White House chief of staff Susie Wiles and senior National Security Council officials were assembled in the chat group, Goldberg wrote on Monday.
White House press secretary Karoline Leavitt accused Goldberg of sensationalising the story in a post on X and asserted that no war plans were discussed and no classified material was sent to the thread.
Goldberg did not include the planning details that he said Hegseth had posted in the chat but he termed it "shockingly reckless".
Hegseth told reporters on Monday that no one had texted war plans.
Goldberg, appearing on CNN on Monday, called those comments "a lie".
It remained unclear why the officials chose to chat via Signal rather than the secure government channels typically used for sensitive discussions.
Signal has a "stellar reputation and is widely used and trusted in the security community," said Rocky Cole, whose cybersecurity firm iVerify helps protect smartphone users from hackers.
"The risk of discussing highly sensitive national security information on Signal isn't so much that Signal itself is insecure," Cole added.
"It's the fact that nation-states threat actors have a demonstrated ability to remotely compromise the entire mobile phone itself. If the phone itself isn't secure, all the Signal messages on that device can be read."
Republican representative Don Bacon, a retired Air Force general who sits on the House Armed Services Committee, told reporters that Hegseth needed to take responsibility for the breach, which he said put lives at risk.
Asked about the White House claim that no classified details were shared, Bacon responded: "They ought to just be honest and own up to it."