trustgraph/tests/unit/test_provenance
cybermaggedon d2751553a3
Add agent explainability instrumentation and unify envelope field naming (#795)
Addresses recommendations from the UX developer's agent experience report.
Adds provenance predicates, DAG structure changes, error resilience, and
a published OWL ontology.

Explainability additions:

- Tool candidates: tg:toolCandidate on Analysis events lists the tools
  visible to the LLM for each iteration (names only, descriptions in config)
- Termination reason: tg:terminationReason on Conclusion/Synthesis events
  (final-answer, plan-complete, subagents-complete)
- Step counter: tg:stepNumber on iteration events
- Pattern decision: new tg:PatternDecision entity in the DAG between
  session and first iteration, carrying tg:pattern and tg:taskType
- Latency: tg:llmDurationMs on Analysis events, tg:toolDurationMs on
  Observation events
- Token counts on events: tg:inToken/tg:outToken/tg:llmModel on
  Grounding, Focus, Synthesis, and Analysis events
- Tool/parse errors: tg:toolError on Observation events with tg:Error
  mixin type. Parse failures return as error observations instead of
  crashing the agent, giving it a chance to retry.

Envelope unification:

- Rename chunk_type to message_type across AgentResponse schema,
  translator, SDK types, socket clients, CLI, and all tests.
  Agent and RAG services now both use message_type on the wire.

Ontology:

- specs/ontology/trustgraph.ttl — OWL vocabulary covering all 26 classes,
  7 object properties, and 36+ datatype properties including new predicates.

DAG structure tests:

- tests/unit/test_provenance/test_dag_structure.py verifies the
  wasDerivedFrom chain for GraphRAG, DocumentRAG, and all three agent
  patterns (react, plan, supervisor) including the pattern-decision link.
2026-04-13 16:16:42 +01:00
..
__init__.py Updated test suite for explainability & provenance (#696) 2026-03-13 14:27:42 +00:00
test_agent_provenance.py Additional agent DAG tests (#750) 2026-04-01 13:59:58 +01:00
test_dag_structure.py Add agent explainability instrumentation and unify envelope field naming (#795) 2026-04-13 16:16:42 +01:00
test_explainability.py Additional agent DAG tests (#750) 2026-04-01 13:59:58 +01:00
test_graph_rag_chain.py Forward missing explain_triples through RAG clients and agent tool callback (#768) 2026-04-08 11:41:17 +01:00
test_triples.py Add agent explainability instrumentation and unify envelope field naming (#795) 2026-04-13 16:16:42 +01:00
test_uris.py Use UUID-based URNs for page and chunk IDs (#703) 2026-03-21 21:17:03 +00:00
test_vocabulary.py Updated test suite for explainability & provenance (#696) 2026-03-13 14:27:42 +00:00