> ## Documentation Index > Fetch the complete documentation index at: https://docs.narrative.io/llms.txt > Use this file to discover all available pages before exploring further. # Normalized Datasets Interface > Reference for the Normalized Datasets listing and detail pages This reference documents the UI elements, metrics, and actions available in the Normalized Datasets interface. ## Listing page **Path:** Rosetta Stone → Normalized Datasets The listing page displays all datasets that have Rosetta Stone mappings applied. ### Columns | Column | Description | Sortable | | ------------------- | ----------------------------------------------------------------- | -------- | | **Dataset name** | Display name of the dataset; click to navigate to detail page | Yes | | **Mappings** | Count of non-system mappings on the dataset | Yes | | **Rows** | Total record count in the dataset | Yes | | **Avg. Confidence** | Average confidence score across all evaluated mappings | Yes | | **Updated** | Timestamp of the last modification to the dataset or its mappings | Yes | ### Average confidence display The average confidence column uses color coding: | Color | Score range | Interpretation | | ------ | ------------- | ----------------------------------- | | Green | 80-100% | Mappings are generally high quality | | Yellow | 50-79% | Some mappings may need attention | | Red | 0-49% | Significant mapping issues likely | | Gray | Not evaluated | No evaluation has been run | ### Empty state When no datasets have mappings, the listing displays a message with a link to the mapping documentation. *** ## Detail page **Path:** Rosetta Stone → Normalized Datasets → {dataset_name} The detail page shows evaluation results and mapping suggestions for a specific dataset. It has two tabs: **Evaluate** and **Normalize**. *** ## Evaluate tab The Evaluate tab displays AI-powered quality scores for existing mappings. ### Confidence gradient bar A horizontal bar at the top showing the distribution of mappings across confidence tiers: | Section | Color | Represents | | ----------------- | ------ | ------------------------ | | High confidence | Green | Mappings scoring 80-100% | | Medium confidence | Yellow | Mappings scoring 50-79% | | Low confidence | Red | Mappings scoring 0-49% | | Not scored | Gray | Mappings without scores | The bar width of each section is proportional to the count of mappings in that tier. ### Confidence level cards Four clickable cards showing mapping counts by confidence tier: | Card | Score range | Click action | | -------------- | ----------- | ---------------------------------------------- | | **High** | 80-100% | Filter to show only high-confidence mappings | | **Medium** | 50-79% | Filter to show only medium-confidence mappings | | **Low** | 0-49% | Filter to show only low-confidence mappings | | **Not Scored** | N/A | Filter to show only unscored mappings | Click the active filter again or click **All** to clear the filter. ### Overview cards Five cards displaying dataset statistics: | Card | Description | | --------------------- | -------------------------------------------------------- | | **Total Columns** | Number of columns in the source dataset | | **Attributes Mapped** | Count of distinct Rosetta Stone attributes with mappings | | **System Mappings** | Mappings auto-generated for internal columns | | **AI Mappings** | Mappings created from accepted AI suggestions | | **User Mappings** | Mappings created manually by users | Click a mapping type card to filter the mapping list to that type. ### LLM summary section When an evaluation completes, this section displays an AI-generated analysis including: * Overall quality assessment * Key issues identified * Recommended actions * Patterns observed across mappings ### Transformation cards Each mapping displays as a card showing: | Element | Description | | ---------------- | --------------------------------------- | | Source column | The column being mapped | | Arrow indicator | Visual showing the mapping direction | | Target attribute | The Rosetta Stone attribute | | Confidence badge | Score with color indicator | | Mapping type | Icon indicating system/AI/user/lineage | | Expand button | Shows detailed AI feedback when clicked | **Expanded card view:** | Element | Description | | --------------- | -------------------------------------------- | | Score breakdown | Factors contributing to the confidence score | | Issues | Specific problems identified by the AI | | Recommendations | Suggested improvements | | Sample analysis | Before/after values from the dataset | ### Evaluate mappings button **Location:** Top right of the Evaluate tab **Action:** Triggers a new AI evaluation of all mappings on the dataset **States:** * **Ready:** Button displays "Evaluate Mappings" * **Running:** Button shows loading animation; icon animates * **Complete:** Results display in the interface *** ## Normalize tab The Normalize tab generates and displays AI mapping suggestions for unmapped columns. ### Start analysis button **Location:** Top of the Normalize tab (when no suggestions exist) **Action:** Triggers AI analysis to generate mapping suggestions for unmapped columns **States:** * **Ready:** Button displays "Start Analysis" * **Running:** Button shows loading animation * **Complete:** Suggestions appear grouped by confidence ### Global warnings section Displays dataset-level warnings from the AI analysis: | Warning type | Description | | -------------------- | ------------------------------------------------ | | High null rate | Many columns have significant null values | | Inconsistent formats | Same column contains multiple data formats | | Low coverage | Few columns could be mapped to known attributes | | Duplicate columns | Multiple columns appear to contain the same data | ### Confidence group sections Suggestions are organized into collapsible sections by confidence tier: | Section | Initial state | Contains | | --------------------- | ------------- | --------------------------- | | **High Confidence** | Expanded | Suggestions scoring 80-100% | | **Medium Confidence** | Collapsed | Suggestions scoring 50-79% | | **Low Confidence** | Collapsed | Suggestions scoring 0-49% | Click section headers to expand or collapse. ### Accept all high confidence button **Location:** Header of the High Confidence section **Action:** Bulk accepts all suggestions in the high-confidence tier **Confirmation:** Displays count of mappings to be created before proceeding ### Suggestion cards Each suggestion displays as a card showing: | Element | Description | | -------------------- | ----------------------------------------------------- | | Source column | The unmapped column in your dataset | | Target attribute | The AI-recommended Rosetta Stone attribute | | Confidence score | 0-100% with color indicator | | Reasoning | Brief explanation of why the AI proposed this mapping | | Before/after samples | Example values showing transformation results | | Accept button | Creates the mapping | | Reject button | Dismisses the suggestion | **Sample display format:** | Before | After | | -------------------------- | ------------------------------- | | Original value from source | Transformed value for attribute | Up to 5 sample pairs are shown per suggestion. *** ## Actions reference ### Dataset-level actions | Action | Location | Description | Result | | --------------------- | ------------- | -------------------------------------------- | ---------------------------------------- | | **Evaluate Mappings** | Evaluate tab | Run AI quality analysis on all mappings | Confidence scores and feedback displayed | | **Start Analysis** | Normalize tab | Generate AI suggestions for unmapped columns | Suggestions displayed by confidence tier | ### Mapping-level actions | Action | Location | Description | Result | | ------------------ | ------------------------ | ------------------------- | ---------------------------------- | | **View Details** | Transformation card | Expand to see AI feedback | Detailed analysis displayed | | **Edit Mapping** | Transformation card menu | Modify the mapping | Opens mapping editor | | **Delete Mapping** | Transformation card menu | Remove the mapping | Mapping deleted after confirmation | ### Suggestion-level actions | Action | Location | Description | Result | | ------------------- | ----------------------- | ------------------------------------------- | ----------------------------------- | | **Accept** | Suggestion card | Create mapping from suggestion | Mapping created; suggestion removed | | **Reject** | Suggestion card | Dismiss the suggestion | Suggestion removed; won't reappear | | **Accept All High** | High Confidence section | Bulk accept all high-confidence suggestions | Multiple mappings created | *** ## Status indicators ### Evaluation status | Indicator | Meaning | | -------------------------- | -------------------------------------- | | **No results** | Evaluation has never been run | | **Evaluating...** | Evaluation in progress | | **Last evaluated: {date}** | Results are from the indicated date | | **Stale** badge | Mappings changed since last evaluation | ### Suggestion status | Indicator | Meaning | | ------------------- | ------------------------------------ | | **No suggestions** | Analysis has never been run | | **Generating...** | Analysis in progress | | **{N} suggestions** | Suggestions available for review | | **All processed** | All suggestions accepted or rejected | *** ## Filtering and sorting ### Listing page * Click column headers to sort by that column * Default sort: Updated (descending) ### Detail page mappings * Click confidence cards to filter by confidence tier * Click overview cards to filter by mapping type * Filters can be combined (e.g., low-confidence user mappings) * Click **All** to clear filters *** ## Related content How to run and interpret evaluations How to review and accept suggestions How confidence scores are calculated Creating mappings manually