Real ChatGPT answer · index seedsQK8BG5c4tscompleteB2B software · data and analytics platformshowto

We need to implement column-level data lineage tracking across our modern data stack and I want to know where to start without buying enterprise tools

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We need to implement column-level data lineage tracking across our modern data stack and I want to know where to start without buying enterprise tools
4 real searches · 1 real-search pass
OpenLineage column lineage facets documentation SQL parser integrations 2026Google ↗
OBSERVED
DataHub column-level lineage ingestion dbt OpenLineage documentationGoogle ↗
OBSERVED
OpenMetadata column-level lineage SQL parsing documentation open sourceGoogle ↗
OBSERVED
SQLGlot lineage API column lineage documentationGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
OpenLineage column lineage facets documentation SQL parser integrations 2026 Google ↗
DataHub column-level lineage ingestion dbt OpenLineage documentation Google ↗
OpenMetadata column-level lineage SQL parsing documentation open source Google ↗
SQLGlot lineage API column lineage documentation Google ↗
  1. Official project · openlineage.io
  2. Official project · datahubproject.io
  3. Official project · open-metadata.org
  4. Official documentation · docs.getdbt.com
  5. Documentation · sqlglot.com
  6. sqlglot.lineage API documentation · sqlglot.com
  7. dbt · docs.datahub.com
  8. Column-level lineage · docs.getdbt.com
  9. datahub/docs/lineage/openlineage.md at master · datahub-project/datahub · github.com
  10. How Column-Level Lineage Works | Official Documentation · docs.open-metadata.org

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenLineage column lineage facets documentation SQL parser integrations 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
DataHub column-level lineage ingestion dbt OpenLineage documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
OpenMetadata column-level lineage SQL parsing documentation open source
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SQLGlot lineage API column lineage documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1