Updated schemas and specs

.gitignore

@@ -13,4 +13,5 @@ trustgraph-flow/trustgraph/flow_version.py
 trustgraph-ocr/trustgraph/ocr_version.py
 trustgraph-parquet/trustgraph/parquet_version.py
 trustgraph-vertexai/trustgraph/vertexai_version.py
+trustgraph-mcp/trustgraph/mcp_version.py
 vertexai/

docs/tech-specs/STRUCTURED_DATA.md

@@ -56,7 +56,7 @@ The structured data integration requires the following technical components:
 
 3. **Object Extraction Module**
    - Enhanced knowledge extractor flow integration
-   - Builds on existing prototype in `trustgraph-flow/trustgraph/extract/objects`
+   - Builds on existing prototype in `trustgraph-flow/trustgraph/extract/object/row/`
    - Identifies and extracts structured objects from unstructured sources
    - Maintains provenance and confidence scores
 

docs/tech-specs/STRUCTURED_DATA_SCHEMAS.md

@@ -82,7 +82,7 @@ class StructuredQueryResponse(Record):
 ```
 
 #### 2.2 Object Extraction Output
-New file: `knowledge/extraction.py`
+New file: `knowledge/object.py`
 
 ```python
 from pulsar.schema import Record, String, Map, Double
@@ -136,4 +136,4 @@ The schemas will be used by new flow modules:
 2. Update existing services to recognize new schema types
 3. Implement flow modules that use these schemas
 4. Add gateway/rev-gateway endpoints for new services
-5. Create unit tests for schema validation
+5. Create unit tests for schema validation

trustgraph-base/trustgraph/schema/knowledge/__init__.py

@@ -5,4 +5,4 @@ from .knowledge import *
 from .nlp import *
 from .rows import *
 from .structured import *
-from .extraction import *
+from .object import *