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Check whether an answer includes the right facts—and only those facts.

Illustrative idea, not a published runnable template. Grunt is prelaunch; live service is paused and live provider connections and outcomes remain unverified. The steps, providers, and outcomes below describe a concept.

Assess a response against a set of verified facts by identifying information that is supported, information that is added without support, and expected details that are missing. Combine those findings with an overall similarity signal to help prioritize review. Keep individual examples visible because a summary score cannot decide whether a nuance or omission changes the meaning.

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Actual availability depends on published steps, supported connections, permissions, and provider approval.

Illustrative workflow and outcome
A fact-based response needs reviewA question, a response, and the verified facts expected in a complete answer
“Surface supported, unsupported, and omitted facts in a response while keeping correctness decisions with a qualified reviewer.”
Work through the request.

Clear tasks, with review where it matters.

  1. Prepare the verified facts for comparison
  2. Identify supported details
  3. Find unsupported additions and omissions
See all 5 tasks
A fact-by-fact comparison and summary score with the source question and references available for assessment.

What this workflow could do

Helps teams assess whether a longer, conversational response is accurate and complete against agreed reference facts.

Review points proposed in this idea

Automated classifications and aggregate scores may miss context, partial truths, or important differences in meaning. Have a qualified person inspect the response and each cited reference, resolve uncertain cases, and approve any evaluation conclusion before it affects users, policy, or an external report.

How the idea could work

Select an illustrative task to explore its proposed role. No workflow runs here.

Explore the sequenceStep 1 of 5

  1. List the reference details that a correct answer should include and keep their trusted sources available.

Step 1 of 5

Prepare the verified facts for comparison

List the reference details that a correct answer should include and keep their trusted sources available.

Proposed setup considerations

These are planning notes for the concept, not instructions for a currently available template.

  1. 01

    Build a balanced set of reference facts

    Include essential points, acceptable paraphrases, and relevant qualifications for each evaluation question.

  2. 02

    Agree how evidence will be judged

    Set consistent guidance for partial support, contradictions, missing details, and unsupported claims.

  3. 03

    Keep source material available to reviewers

    Provide the original reference alongside each claim so reviewers can verify the comparison.

  4. 04

    Assign subject-matter decision makers

    Name who resolves ambiguous findings and approves any conclusions or external communication.

Read the prelaunch status

Published templates and verified customer availability remain pending.

A little help with the whole task

A little less busywork.
A little more room for you.

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