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Terminology Rename, and named-graphs for explainability (#682)

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Terminology Rename, and named-graphs for explainability data

Changed terminology:
  - session -> question
  - retrieval -> exploration
  - selection -> focus
  - answer -> synthesis

- uris.py: Renamed query_session_uri → question_uri,
  retrieval_uri → exploration_uri, selection_uri → focus_uri,
  answer_uri → synthesis_uri
- triples.py: Renamed corresponding triple generation functions with
  updated labels ("GraphRAG question", "Exploration", "Focus",
  "Synthesis")
- namespaces.py: Added named graph constants GRAPH_DEFAULT,
  GRAPH_SOURCE, GRAPH_RETRIEVAL
- init.py: Updated exports
- graph_rag.py: Updated to use new terminology
- invoke_graph_rag.py: Updated CLI to display new stage names
  (Question, Exploration, Focus, Synthesis)

Query-Time Explainability → Named Graph
- triples.py: Added set_graph() helper function to set named graph
  on triples
- graph_rag.py: All explainability triples now use GRAPH_RETRIEVAL
  named graph
- rag.py: Explainability triples stored in user's collection (not
  separate collection) with named graph

Extraction Provenance → Named Graph
- relationships/extract.py: Provenance triples use GRAPH_SOURCE
  named graph
- definitions/extract.py: Provenance triples use GRAPH_SOURCE
  named graph
- chunker.py: Provenance triples use GRAPH_SOURCE named graph
- pdf_decoder.py: Provenance triples use GRAPH_SOURCE named graph

CLI Updates
- show_graph.py: Added -g/--graph option to filter by named graph and
  --show-graph to display graph column

Also:
- Fix knowledge core schemas
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cybermaggedon 2026-03-10 14:35:21 +00:00 • committed by GitHub
parent 57eda65674
commit e1bc4c04a4
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17 changed files with 279 additions and 180 deletions
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tests/integration/test_graph_rag_integration.py
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@ -168,7 +168,7 @@ class TestGraphRagIntegration:
assert isinstance(response, str)
assert "machine learning" in response.lower()
# Verify provenance was emitted in real-time (4 events: session, retrieval, selection, answer)
# Verify provenance was emitted in real-time (4 events: question, exploration, focus, synthesis)
assert len(provenance_events) == 4
for triples, prov_id in provenance_events:
assert isinstance(triples, list)