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Hi Burns, Mary Lou,
Thank you for clearly outlining your scenario—what you’re seeing is consistent with the current behavior of Microsoft Purview Unified Catalog.
Today, the Enterprise Glossary in the Unified Catalog does not support direct column-level glossary term assignment via the UI (unlike the Classic Glossary). This is a known gap, and there isn’t a published ETA yet for parity.
Given your goal (exposing column-level definitions to both users and AI models), here are the most effective approaches:
- Use Column Descriptions (Recommended baseline)
- Add business definitions directly to column descriptions in Fabric (semantic models, lakehouse tables, etc.)
These are ingested into Purview and are visible in search, discovery, and AI experiences
This is the most scalable and low-maintenance way to surface column-level meaning broadly.
2. Use Critical Data Elements (CDEs) selectively
- Create CDEs only for high-value / business-critical columns
Associate glossary terms with those CDEs and link them to columns
Avoids creating excessive objects while still enabling governed, curated mappings where it matters most
3. Use Purview REST (Atlas) APIs for bulk column mapping
- You can programmatically assign glossary terms directly to column entities using their GUIDs
- This avoids creating a CDE per column
This is currently the closest alternative to Classic Glossary-style column mapping at scale, especially if you automate it
Recommended Approach (Balanced Strategy)
In practice, most customers adopt a hybrid model:
Use column descriptions for broad coverage (including AI scenarios)
Use CDEs for a small set of critical data elements
Use APIs if you need scalable glossary-term-to-column relationships
Microsoft is actively evolving the Unified Catalog, and feedback around column-level glossary mapping has been acknowledged. While there’s no committed timeline, it’s worth tracking updates in the official release notes.
At this time, there isn’t a single feature in Enterprise Glossary that fully replaces Classic Glossary’s column-level mapping via UI. However, the combination of column descriptions, selective CDE usage, and API-based automation provides a workable and scalable approach until this capability is enhanced.
Microsoft Reference Links
Enterprise Glossary (Unified Catalog):
https://learn.microsoft.com/purview/unified-catalog-enterprise-glossary
Critical Data Elements in Purview:
https://learn.microsoft.com/azure/purview/concept-critical-data-elements
Assign glossary terms via REST API:
https://learn.microsoft.com/rest/api/purview/catalogdataplane/glossary/assign-term-to-entities
Microsoft Fabric + Purview integration (metadata ingestion):
https://learn.microsoft.com/fabric/governance/microsoft-purview-integration
What’s new / roadmap updates:
https://learn.microsoft.com/purview/whats-new