Normalized Datasets Interface

This reference documents the UI elements, metrics, and actions available in the Normalized Datasets interface.

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Listing page

Path: Rosetta Stone → Normalized Datasets The listing page displays all datasets that have Rosetta Stone mappings applied.

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Columns

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Average confidence display

The average confidence column uses color coding:

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Empty state

When no datasets have mappings, the listing displays a message with a link to the mapping documentation.

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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.

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Evaluate tab

The Evaluate tab displays AI-powered quality scores for existing mappings.

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Confidence gradient bar

A horizontal bar at the top showing the distribution of mappings across confidence tiers: The bar width of each section is proportional to the count of mappings in that tier.

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Confidence level cards

Four clickable cards showing mapping counts by confidence tier: Click the active filter again or click All to clear the filter.

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Overview cards

Five cards displaying dataset statistics: Click a mapping type card to filter the mapping list to that type.

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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

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Transformation cards

Each mapping displays as a card showing: Expanded card view:

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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

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Normalize tab

The Normalize tab generates and displays AI mapping suggestions for unmapped columns.

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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

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Global warnings section

Displays dataset-level warnings from the AI analysis:

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Confidence group sections

Suggestions are organized into collapsible sections by confidence tier: Click section headers to expand or collapse.

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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

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Suggestion cards

Each suggestion displays as a card showing: Sample display format: Up to 5 sample pairs are shown per suggestion.

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Actions reference

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Dataset-level actions

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Mapping-level actions

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Suggestion-level actions

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Status indicators

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Evaluation status

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Suggestion status

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Filtering and sorting

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Listing page

• Click column headers to sort by that column
• Default sort: Updated (descending)

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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

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