What does the Verified badge mean in Dishaya?

It means the claim was checked against the exact source passage it cites, and that passage supports the claim. It is a rigor tool, not a guarantee of truth: a source can itself be wrong, and Dishaya labels the claim by how well the source supports it, not by whether the source is correct.

What do Partial, Unverified, and Contradicted mean?

Partial: the quote supports part of the claim but not all of it, for example the claim adds a number the quote does not contain. Unverified: the quote does not actually support the claim. Contradicted: the quote says the opposite of the claim. Claims that fail the check are disclosed, not hidden.

Does Dishaya publish its accuracy?

Dishaya measures its verifier against human-labelled examples and will publish a recurring Verification Accuracy Report as the beta produces enough runs to report honestly. The methodology is public before the numbers are, so the standard cannot move to fit the result.

Dishaya / Verification Methodology

What "Verified" Means, Exactly

A trust product should tell you precisely what its badge does and does not promise. Here is ours, in plain language, including the limits.

Updated 8 July 2026 · methodology published before the numbers, on purpose

The promise

Every claim in a Dishaya report is checked against its exact source passage before it is written. A claim that is not actually supported is dropped before it ever reaches the page, and every claim that stays carries a label you can act on. What fails the check is disclosed, never hidden. Every report closes with a Confidence Ledger: how many claims were checked, how many held, and what the run cost. Tapping any claim opens the exact source passage behind it, so you never have to take the label on faith.

The four labels

Verified. The quoted source passage directly supports the claim.
Partial. The quote supports part of the claim but not all of it, for example the claim adds a number, a scope, or a certainty the quote does not contain.
Unverified. The quote does not actually support the claim.
Contradicted. The quote says the opposite of the claim.

Claims that fail the check are disclosed in the report, not quietly removed.

What this does not promise

Verification is a rigor tool, not an oracle. It tells you whether a claim is supported by the source it cites, not whether that source is itself correct. A confidently wrong source can still produce a "Verified" label, which is why Dishaya also tracks how reliable different sources tend to be over time. Treat any output as a well-checked draft to build on, not as professional advice. For legal, medical, or financial decisions, have a qualified human review it.

How we hold ourselves to it

We measure how often our labels are right against human judgment, and as the first accounts produce enough real runs to report honestly, we will publish a recurring Verification Accuracy Report with the numbers, whatever they are, as versioned releases. We are publishing this definition first, before the numbers, so the standard cannot be moved later to fit the result.

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