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 → 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 |
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 |
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 |
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 |
| 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% |
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 proceedingSuggestion 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 |
| Before | After |
|---|---|
| Original value from source | Transformed value for attribute |
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: | 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 |
| 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