diff --git a/README.md b/README.md
index 23eadf4d..0c65ca32 100644
--- a/README.md
+++ b/README.md
@@ -376,7 +376,7 @@ databricks = DatabricksIngestor(
 )
 customers    = databricks.ingest_table("customers", limit=10_000)
 sales        = databricks.ingest_query("SELECT * FROM sales WHERE region = 'EMEA'")
-table_lineage = databricks.get_table_lineage("main", "sales", "customers")  # Unity Catalog lineage
+table_lineage = databricks.get_table_lineage("customers", catalog="main", schema="default")  # Unity Catalog lineage
 
 # pip install semantica[db-snowflake]
 snowflake = SnowflakeIngestor(
diff --git a/docs/guides/ingest.md b/docs/guides/ingest.md
index 87f066fb..76836cce 100644
--- a/docs/guides/ingest.md
+++ b/docs/guides/ingest.md
@@ -301,7 +301,7 @@ for bundle in stix_xml_files:
 
 ## Source 6 — Enterprise Data Platforms (Databricks & Snowflake)
 
-`DatabricksIngestor` and `SnowflakeIngestor` return the same shape as `DBIngestor` — a typed object (`DatabricksData` / `SnowflakeData`) whose `.data` field is `List[Dict]`, one dict per row. The same "transform to text, then store" pattern from Source 3 applies: pull only the tables and columns you need with a targeted query, then build a sentence per record before handing it to `AgentContext.store()`.
+`DatabricksIngestor` and `SnowflakeIngestor` return wrapper objects (`DatabricksData` / `SnowflakeData`) whose `.data` field is `List[Dict]` — the same list-of-dicts row shape that `DBIngestor.execute_query()` returns directly, without a wrapper. The same "transform to text, then store" pattern from Source 3 applies: pull only the tables and columns you need with a targeted query, then build a sentence per record before handing it to `AgentContext.store()`.
 
 ```python
 from semantica.ingest import DatabricksIngestor
diff --git a/docs/modules.md b/docs/modules.md
index 92d510d2..f8eb42a1 100644
--- a/docs/modules.md
+++ b/docs/modules.md
@@ -31,7 +31,7 @@ Semantica is organized into **27 modules** across six logical layers. Each modul
 Loads data from files, web, databases, and streams into a unified `SourceDocument` format.
 
 ```python
-from semantica.ingest import FileIngestor, WebIngestor, ParquetIngestor, XMLIngestor
+from semantica.ingest import FileIngestor, WebIngestor, ParquetIngestor, XMLIngestor, DatabricksIngestor
 
 # Files: PDF, DOCX, CSV, Excel, PPTX, JSON, HTML, archives
 ingestor = FileIngestor()