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ClaimCheck

Stable

A reply with the sentences no source backs up marked in place.

Also known as fact check, grounding check, hallucination check

Install with npm install @tattva/ui (setup), or copy the code from the kit in Downloads.

Two claims flagged

2 claims have no source. Check them before you rely on them.

Orders slowed after Tuesday's update. The tax check adds about 0.5 s to every order, and most shoppers left before paying. Rolling back would restore last week's speed.

Press a marked claim to see why it was flagged. Take it out or ask for a source.

When to use it

Helps people see which parts of an AI reply they should check before relying on them, without making them read every source.

Made of: Summary line · Reply text · Marked claims · Note with actions

Use it for

  • Replies that make factual claims a check could not match to a source.
  • Claims that a source contradicts.
  • Reports and summaries people will act on or share.

Not for

Do and avoid

1 claim has no source. Check it before you rely on it.

Orders slowed after Tuesday's update. The tax check adds 0.5 s to every order.

Do. Only the claim no source backs up is marked, and a line above says so.

3 claims have no source. Check them before you rely on them.

Orders slowed after Tuesday's update. Tuesday's update added a tax check. Rolling back would help.

Avoid. Marking every sentence means nothing stands out, and people stop reading the marks.

Do

  • Flag only claims a check actually failed to match.
  • Say in the note why it was flagged.
  • Offer a way to fix it: ask for a source, or take it out.

Avoid

  • Do not mark every sentence. Then nothing stands out.
  • Do not use red for unsupported claims. Save it for claims a source contradicts.
  • Do not hide the summary line. People skim.

On a phone

  • Marked claims wrap with the text like ordinary words.
  • The note opens under the whole reply, full width, so it never covers the text.

Seen in products

  • Gemini Apps can show related sources for parts of a response, so people can check what the reply says.

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