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Split Analysis into Analysis+ToolUse and Observation, add message_id
Refactor agent provenance so that the decision (thought + tool selection) and the result (observation) are separate DAG entities: Question ← Analysis+ToolUse ← Observation ← ... ← Conclusion Analysis gains tg:ToolUse as a mixin RDF type and is emitted before tool execution via an on_action callback in react(). This ensures sub-traces (e.g. GraphRAG) appear after their parent Analysis in the streaming event order. Observation becomes a standalone prov:Entity with tg:Observation type, emitted after tool execution. The linear DAG chain runs through Observation — subsequent iterations and the Conclusion derive from it, not from the Analysis. message_id is populated on streaming AgentResponse for thought and observation chunks, using the provenance URI of the entity being built. This lets clients group streamed chunks by entity. Wire changes: - provenance/agent.py: Add ToolUse type, new agent_observation_triples(), remove observation from iteration - agent_manager.py: Add on_action callback between reason() and tool execution - orchestrator/pattern_base.py: Split emit, wire message_id, chain through observation URIs - orchestrator/react_pattern.py: Emit Analysis via on_action before tool runs - agent/react/service.py: Same for non-orchestrator path - api/explainability.py: New Observation class, updated dispatch and chain walker - api/types.py: Add message_id to AgentThought/AgentObservation - cli: Render Observation separately, [analysis: tool] labels
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28 changed files with 661 additions and 350 deletions
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@ -14,7 +14,7 @@ from trustgraph.provenance import (
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from trustgraph.provenance.namespaces import (
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RDF_TYPE, RDFS_LABEL,
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PROV_ENTITY, PROV_WAS_DERIVED_FROM, PROV_WAS_GENERATED_BY,
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PROV_ENTITY, PROV_WAS_DERIVED_FROM,
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TG_DECOMPOSITION, TG_FINDING, TG_PLAN_TYPE, TG_STEP_RESULT,
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TG_SYNTHESIS, TG_ANSWER_TYPE, TG_DOCUMENT,
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TG_SUBAGENT_GOAL, TG_PLAN_STEP,
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@ -63,7 +63,7 @@ class TestDecompositionTriples:
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"urn:decompose", "urn:session", ["goal-a"],
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)
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ts = _triple_set(triples)
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assert ("urn:decompose", PROV_WAS_GENERATED_BY, "urn:session") in ts
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assert ("urn:decompose", PROV_WAS_DERIVED_FROM, "urn:session") in ts
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def test_includes_goals(self):
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goals = ["What is X?", "What is Y?", "What is Z?"]
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@ -141,7 +141,7 @@ class TestPlanTriples:
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"urn:plan", "urn:session", ["step-a"],
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)
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ts = _triple_set(triples)
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assert ("urn:plan", PROV_WAS_GENERATED_BY, "urn:session") in ts
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assert ("urn:plan", PROV_WAS_DERIVED_FROM, "urn:session") in ts
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def test_includes_steps(self):
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steps = ["Define X", "Research Y", "Analyse Z"]
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