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Glossary entry groundedness

Groundedness

How tightly a generated answer's claims map to retrieved source content. High groundedness = low hallucination risk.

Filed under
Metrics
In the rubric
Citation density

Definition

Groundedness measures the degree to which every claim in an AI-generated answer can be traced to a retrieved source passage. High groundedness: every fact in the answer maps to a citation. Low groundedness: the model fills gaps with training-data knowledge or interpolation. Engines like Perplexity score groundedness internally and prefer to cite sources that contribute to high-groundedness answers.

Example

Answer with 4 facts and 4 citations, each citation supporting one fact = high groundedness. Answer with 4 facts and 1 citation = low groundedness.

How to optimize

Make your content easy to extract one fact at a time: short sentences, numbered facts, clear attribution to sources you cite. Avoid generic claims without backing.

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