Skip to content
Rivul AI
Explore
FeaturesDeep ResearchRivul MCP
PricingDocsBlogAbout
Sign in
FeaturesPricingRivul MCPDocsBlogAbout
Rivul AI

A free Multimodal AI Research Workspace for documents, recordings, papers and your own library.

Explore

FeaturesDeep ResearchRivul MCP

Resources

DocumentationBlogCompare research tools
About Rivul AIContact and support
© 2026 Rivul AI · Built and maintained by Arjun Prabhulal
PrivacyTerms

Start here

  • QuickstartGet started
  • Bring Your Own KeyGet started
  • What Is MCP for AI Research?Agents
  • TroubleshootingTroubleshooting
  • Limits and QuotasReference

↑↓ to move↵ to openesc to close
Skip to article
Documentation
Overview
  • What is Rivul AI
  • Quickstart
  • Bring your own key
  • Workflows
  • On a phone
  • Papers
    • Citations
    • Claim Checking
    • Analyze
    • Review
    • Export
  • Research
  • Ask Rivul
  • Agents and Runs
  • Skills
  • Rivul MCP
    • Claude Code
    • OpenAI Codex
    • Cursor
    • Google Antigravity
    • Meta Muse Code
    • MCP tool reference
    • REST API reference
    • Keys, apps and activity
    • Usage and fair use
  • Library
  • Search Papers
  • Connectors
  • Document OCR
  • Transcribe
  • Listen
  • Citation Tools
  • Settings
  • Privacy and AI use
  • Export and delete data
  • Common problems
  • Limits and quotas
  • Keyboard Shortcuts
  • Glossary
  1. Documentation
  2. Write
  3. Papers
  4. Claim Checking

Claim Checking

Compare selected claim wording with extracted library passages. Rivul AI measures word overlap and flags disagreement; it does not prove a claim is true.

Last updated Sep 24, 2026

On this page
  • What the check measures
  • Evidence rule
  • Procedure
  • Limits
Rivul AI editor beside its Claims panel, which lists claim to evidence map, evidence matrix, check claim, reproducibility checklist, and gaps and contradictions.
Claim checking is a deliberate action in the Claims panel. It does not run silently and it does not replace opening the supporting paper.

What the check measures

The result reports how many of your sentence's content terms were found in the closest passage, for example 6 of 7. That count is the only number shown, and it is a measurement of word overlap. Rivul AI does not report a confidence or a probability, because term overlap does not establish that a claim is true.

A sentence and its own denial share nearly every word. "Statins reduce mortality" and "statins did not reduce mortality" overlap almost completely, so a high term count on its own means nothing about agreement.

Evidence rule

A passage or abstract is used only when it is long enough to be a real excerpt (more than 80 characters). A paper title is never used as evidence, including a long title.

If every cited item lacks extracted text that meets that rule, the result is no match found.

Procedure

  1. Step 1: Select the claim sentence in the editor, or place the cursor in that paragraph.
  2. Step 2: Click Check on the selection bubble, or open Claims then Check claim. With text selected and focus outside the editor text, ⌘⇧V runs the same check; inside the editor it stays paste without formatting.
  3. Step 3: Read the overlap badge, the term count, the explanation, and the quoted passage. Partial term overlap with an explanation that the wording does not agree means the terms matched but the passage negates the claim, reverses its direction, or calls the question open.

Limits

This check does not read for meaning. It catches common phrasings of disagreement, such as "did not", "failed to", "no significant effect", and a reversed direction like increased against decreased, but it will miss disagreement expressed in other ways.

A term match is a prompt to read the passage, never a substitute for reading it. Authors remain responsible for every claim in the manuscript.

Related guides

  • PapersThe editor for drafts: grounded autocomplete, tracked changes, rewrite, equations, figures, Word import, and version history.
  • ReviewSource quality, AI-use footprint, consistency, citation-worthiness, and other review lenses.
  • ExportIEEEtran LaTeX, IEEE-oriented Word, Markdown, plain text, .bib, an IEEE submission source ZIP, and preflight.
PreviousCitationsNextAnalyze

Something here wrong or missing? Use the contact form.

On this page

  • What the check measures
  • Evidence rule
  • Procedure
  • Limits
Back to top
Rivul AI
Explore
FeaturesDeep ResearchRivul MCP
PricingDocsBlogAbout
Sign in
FeaturesPricingRivul MCPDocsBlogAbout