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64e3f6bd0d
Replace per-triple provenance reification with subgraph model Extraction provenance previously created a full reification (statement URI, activity, agent) for every single extracted triple, producing ~13 provenance triples per knowledge triple. Since each chunk is processed by a single LLM call, this was both redundant and semantically inaccurate. Now one subgraph object is created per chunk extraction, with tg:contains linking to each extracted triple. For 20 extractions from a chunk this reduces provenance from ~260 triples to ~33. - Rename tg:reifies -> tg:contains, stmt_uri -> subgraph_uri - Replace triple_provenance_triples() with subgraph_provenance_triples() - Refactor kg-extract-definitions and kg-extract-relationships to generate provenance once per chunk instead of per triple - Add subgraph provenance to kg-extract-ontology and kg-extract-agent (previously had none) - Update CLI tools and tech specs to match Also rename tg-show-document-hierarchy to tg-show-extraction-provenance. Added extra typing for extraction provenance, fixed extraction prov CLI |
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TrustGraph Documentation
Welcome to TrustGraph! For comprehensive documentation, please visit:
📖 https://docs.trustgraph.ai
The main documentation site includes:
- Overview - Introduction to TrustGraph concepts and architecture
- Guides - Step-by-step tutorials and how-to guides
- Deployment - Deployment options and configuration
- Reference - API specifications and CLI documentation
Getting Started
New to TrustGraph? Start with the Overview to understand the system.
Ready to deploy? Check out the Deployment Guide.
Integrating with code? See the API Reference for REST, WebSocket, and SDK documentation.