Vocabulary for TrustGraph provenance, extraction metadata, and explainability.
A set of triples extracted from a chunk.
A question answered via graph-based RAG.
A question answered via document-based RAG.
A question answered via the agent orchestrator.
Concept extraction step (query decomposition into search terms).
Edge selection and scoring step (GraphRAG).
Final answer synthesis from retrieved context.
One agent iteration: reasoning followed by tool selection.
Mixin type applied to Analysis when a tool is invoked.
Mixin type applied to events where a failure occurred (tool error, parse error).
Meta-router decision recording which execution pattern was selected.
Unifying type for any terminal answer (Synthesis, Conclusion, Finding, StepResult).
Unifying type for intermediate commentary (Thought, Observation).
Agent reasoning text within an iteration.
Supervisor pattern: question decomposed into sub-goals.
Plan-then-execute pattern: structured plan of steps.
Links a parent entity to a child (e.g. Document contains Page, Subgraph contains triple).
A seed entity retrieved during exploration.
Link to an edge selection entity within a Focus event.
A quoted triple representing a knowledge graph edge.
LLM-generated reasoning for an edge selection.
Reference to a document stored in the librarian.
Number of document chunks retrieved (DocumentRAG).
Links an Analysis iteration to its Thought sub-entity.
The tool/action name selected by the agent.
JSON-encoded arguments passed to the tool.
Links an Analysis iteration to its Observation sub-entity.
Name of a tool available to the LLM for this iteration. One triple per candidate.
Explicit 1-based step counter for iteration events.
Why the agent loop stopped: final-answer, plan-complete, subagents-complete, max-iterations, error.
Selected execution pattern (react, plan-then-execute, supervisor).
Identified task type from the meta-router (general, research, etc.).
Time spent in the LLM prompt call, in milliseconds.
Time spent executing the tool, in milliseconds.
Error message from a failed tool execution.
Input token count for the LLM call associated with this event.
Output token count for the LLM call associated with this event.
Goal string assigned to a sub-agent (Decomposition, Finding).
Goal string for a plan step (Plan, StepResult).