{"query":"Unclear Cases","corpusVersion":"local","generatedAt":"2026-09-13T04:37:50.330Z","results":[{"blockId":"troubleshooting.unclear-cases#unclear-cases","pageId":"troubleshooting.unclear-cases","title":"Unclear Cases","pageTitle":"Unclear Cases","url":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases#unclear-cases","markdownUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","sectionId":"unclear-cases","kind":"error","productArea":"troubleshooting","score":1111.8560601188246,"reasons":["search_match","title_match","display_title_match","term_match"],"markdown":"# Unclear Cases"},{"blockId":"troubleshooting.unclear-cases#symptoms","pageId":"troubleshooting.unclear-cases","title":"Symptoms","pageTitle":"Unclear Cases","url":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases#symptoms","markdownUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","sectionId":"symptoms","kind":"error","productArea":"troubleshooting","score":324.6104443740837,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Symptoms\n\n- Reviewers ask what they are supposed to judge.\n- The same Case produces incompatible readings because a source, prior turn, time boundary, or user state is absent.\n- A candidate answer is visible, but it is unclear whether it is the judged output or reference behavior.\n- The Case title or metadata implies context that the review presentation does not contain.\n- Experts can answer only by inventing assumptions."},{"blockId":"troubleshooting.unclear-cases#related-reference-pages","pageId":"troubleshooting.unclear-cases","title":"Related reference pages","pageTitle":"Unclear Cases","url":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases#related-reference-pages","markdownUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","sectionId":"related-reference-pages","kind":"error","productArea":"troubleshooting","score":316.540984397669,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Related reference pages\n\n{% related-card-grid title=\"Related reference\" %}\n- [Cases](/docs/object-model/cases)\n- [Represent conversations in Cases](/docs/object-model/represent-conversations-in-cases)\n- [Metadata and context](/docs/reference/metadata-and-context)\n{% /related-card-grid %}"},{"blockId":"troubleshooting.unclear-cases#related-task-pages","pageId":"troubleshooting.unclear-cases","title":"Related task pages","pageTitle":"Unclear Cases","url":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases#related-task-pages","markdownUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","sectionId":"related-task-pages","kind":"error","productArea":"troubleshooting","score":315.5980561866933,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Related task pages\n\n{% related-card-grid title=\"Related workflows\" %}\n- [Case model overview](/docs/assets)\n- [Complete an Expert Contribution](/docs/expert-contributions/complete-contribution)\n- [Boundary Cases](/docs/coverage-engineering/boundary-cases)\n- [Case Versioning](/docs/governance/case-versioning)\n{% /related-card-grid %}"},{"blockId":"troubleshooting.unclear-cases#source-confidence","pageId":"troubleshooting.unclear-cases","title":"Source confidence","pageTitle":"Unclear Cases","url":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases#source-confidence","markdownUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","sectionId":"source-confidence","kind":"error","productArea":"troubleshooting","score":314.55334339159435,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Source confidence\n\nCode-backed: Cases, Case review, Contribution preview, and Case-content schemas establish the separate input, contextual-material, and presentation boundaries used here. Whether the supplied facts are sufficient for a domain judgment remains reviewer-owned."},{"blockId":"troubleshooting.unclear-cases#prevention","pageId":"troubleshooting.unclear-cases","title":"Prevention","pageTitle":"Unclear Cases","url":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases#prevention","markdownUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","sectionId":"prevention","kind":"error","productArea":"troubleshooting","score":313.7181999806513,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Prevention\n\nReview the Case through the same presentation an expert will see, label output identity explicitly, and include every fact required for judgment. Sample imported and generated Cases before Benchmark selection, and version content changes after evidence exists.\n\n{% example-demo title=\"Example: recommendation without the user's equipment\" %}\nA Case asks whether a product is compatible but omits the equipment model mentioned in an earlier conversation turn. Reviewers alternate between pass and fail. The operator restores the prior turn, confirms the candidate output identity, versions the Case, and repeats the affected review. The old Snapshot retains the earlier ambiguous version.\n{% /example-demo %}"},{"blockId":"troubleshooting.unclear-cases#likely-causes","pageId":"troubleshooting.unclear-cases","title":"Likely causes","pageTitle":"Unclear Cases","url":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases#likely-causes","markdownUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","sectionId":"likely-causes","kind":"error","productArea":"troubleshooting","score":310.22209316475164,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Likely causes\n\n- A prior conversation turn, source, time boundary, or user state is missing.\n- Candidate and reference outputs are swapped or unlabeled.\n- One Case combines multiple situations or requested judgments.\n- Important instructions live in metadata or private project knowledge instead of visible context."},{"blockId":"troubleshooting.unclear-cases#diagnose-the-case-not-the-reviewer","pageId":"troubleshooting.unclear-cases","title":"Diagnose the Case, not the reviewer","pageTitle":"Unclear Cases","url":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","humanUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases#diagnose-the-case-not-the-reviewer","markdownUrl":"https://teammately.ai/docs/troubleshooting/unclear-cases.md","sectionId":"diagnose-the-case-not-the-reviewer","kind":"error","productArea":"troubleshooting","score":310.22209316475164,"reasons":["search_match","page_title_match","term_match"],"markdown":"## Diagnose the Case, not the reviewer\n\n1. Open the Case in its normal review presentation and read only what the assigned expert can see.\n2. Identify the judged input and output separately. For conversations, confirm the turn order and which response is under review.\n3. List every fact required to make the judgment, then verify each fact is present as Case content, context, source material, or an explicitly linked standard.\n4. Check whether metadata is being used as hidden instruction rather than visible context.\n5. Compare reviewer rationale. Repeated invented assumptions usually reveal the missing boundary."}]}