{"query":"Stale Dimensions","corpusVersion":"local","generatedAt":"2026-09-13T05:24:01.305Z","results":[{"blockId":"troubleshooting.stale-dimensions#stale-dimensions","pageId":"troubleshooting.stale-dimensions","title":"Stale Dimensions","pageTitle":"Stale Dimensions","url":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","humanUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions#stale-dimensions","markdownUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","sectionId":"stale-dimensions","kind":"error","productArea":"troubleshooting","score":1170.3174583293692,"reasons":["search_match","title_match","display_title_match","term_match"],"markdown":"# Stale Dimensions"},{"blockId":"troubleshooting.stale-dimensions#confirm-staleness","pageId":"troubleshooting.stale-dimensions","title":"Confirm staleness","pageTitle":"Stale Dimensions","url":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","humanUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions#confirm-staleness","markdownUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","sectionId":"confirm-staleness","kind":"error","productArea":"troubleshooting","score":578.2517365553491,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Confirm staleness\n\nFirst distinguish a stale schema from incomplete classification. Sample new and old Cases using the current Dimension definition. If the existing values still describe the behavior and only new Cases are unlabeled, repair classification. If reviewers need a new concept, different source authority, or changed applicability to classify consistently, the Dimension or ontology may be stale."},{"blockId":"concepts.dimensions-ontology#why-it-matters","pageId":"concepts.dimensions-ontology","title":"Why it matters","pageTitle":"Dimensions and ontology","url":"https://teammately.ai/docs/concepts/dimensions-and-ontology.md","humanUrl":"https://teammately.ai/docs/concepts/dimensions-and-ontology#why-it-matters","markdownUrl":"https://teammately.ai/docs/concepts/dimensions-and-ontology.md","sectionId":"why-it-matters","kind":"concept","productArea":"object_model","score":400.9252955464954,"reasons":["search_match","term_match"],"markdown":"## Why it matters\n\nThis matters because aggregate benchmark results can hide an unsafe gap. A candidate may pass common cases while missing a stale-source segment, a boundary condition, a product tier, or a policy exception that reviewers care about."},{"blockId":"troubleshooting.stale-dimensions#related-task-pages","pageId":"troubleshooting.stale-dimensions","title":"Related task pages","pageTitle":"Stale Dimensions","url":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","humanUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions#related-task-pages","markdownUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","sectionId":"related-task-pages","kind":"error","productArea":"troubleshooting","score":385.4535572198612,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Related task pages\n\n{% related-card-grid title=\"Related workflows\" %}\n- [Refresh coverage after product change](/docs/coverage-engineering/coverage-refresh)\n- [Dimensions and ontology](/docs/coverage-engineering/dimensions-ontology)\n- [Detect and route stale evidence](/docs/governance/staleness-detection)\n- [Dimension classification troubleshooting](/docs/troubleshooting/dimension-classification)\n{% /related-card-grid %}"},{"blockId":"troubleshooting.stale-dimensions#related-reference-pages","pageId":"troubleshooting.stale-dimensions","title":"Related reference pages","pageTitle":"Stale Dimensions","url":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","humanUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions#related-reference-pages","markdownUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","sectionId":"related-reference-pages","kind":"error","productArea":"troubleshooting","score":369.3802160411261,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Related reference pages\n\n{% related-card-grid title=\"Related reference\" %}\n- [Coverage dimensions](/docs/object-model/coverage-dimensions)\n- [Ontology](/docs/object-model/ontology)\n- [Versions, staleness, and resolution](/docs/object-model/versions-staleness-and-resolution)\n{% /related-card-grid %}"},{"blockId":"troubleshooting.stale-dimensions#source-confidence","pageId":"troubleshooting.stale-dimensions","title":"Source confidence","pageTitle":"Stale Dimensions","url":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","humanUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions#source-confidence","markdownUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","sectionId":"source-confidence","kind":"error","productArea":"troubleshooting","score":366.851740430175,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Source confidence\n\nCode-backed: Dimension types, Dimensions and Ontology, Coverage Management, and Get Started show the editable vocabulary and its use in benchmark planning. The product does not automatically prove conceptual staleness; the trigger comes from changed evidence and reviewer interpretation."},{"blockId":"troubleshooting.stale-dimensions#likely-causes","pageId":"troubleshooting.stale-dimensions","title":"Likely causes","pageTitle":"Stale Dimensions","url":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","humanUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions#likely-causes","markdownUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","sectionId":"likely-causes","kind":"error","productArea":"troubleshooting","score":351.34967011669755,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Likely causes\n\n- Product behavior or source authority changed while the coverage vocabulary did not.\n- New Cases reveal an axis the existing schema never represented.\n- Ontology values were renamed or repurposed without reviewing old classifications.\n- The apparent staleness is actually incomplete Case classification."},{"blockId":"troubleshooting.stale-dimensions#fix","pageId":"troubleshooting.stale-dimensions","title":"Fix","pageTitle":"Stale Dimensions","url":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","humanUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions#fix","markdownUrl":"https://teammately.ai/docs/troubleshooting/stale-dimensions.md","sectionId":"fix","kind":"error","productArea":"troubleshooting","score":347.33695892658346,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Fix\n\n1. Record the change that made the current vocabulary inadequate.\n2. Inspect the Dimension definition, values, examples, origin, and where it is used in coverage plans.\n3. Decide whether to rename a value, add a value, split the Dimension, replace it, or preserve it with a historical time boundary.\n4. Review representative Cases against the proposed schema before broad reclassification.\n5. Reclassify affected current Cases and inspect whether coverage gaps or target distributions changed.\n6. Update **Coverage Management → Get Started** and the overview deliberately. Do not change selected Dataset membership merely to preserve an old-looking distribution.\n7. Create a new Snapshot when the classification or selected evidence boundary used by the Benchmark changes.\n\nHistorical Snapshots and Runs should retain their original interpretation. A new Dimension schema can supersede the current planning model without making the old model disappear."}]}