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ProvenanceHub
Community-Driven Verification
ProvenanceHub is an open-source provenance and lineage intelligence system designed to track the origin, evolution, and transformation of digital artifacts, specifications, and ideas over time.
It combines:
- immutable provenance recording,
- semantic search and similarity analysis,
- AI-driven lineage reconstruction,
- and community-driven verification
to build a living graph of how creations emerge, evolve, and propagate.
Overview
Modern digital systems lack a unified way to verify:
- where something originated,
- how it evolved,
- what influenced it,
- and what derived from it.
ProvenanceHub solves this by building a global provenance graph that records and analyzes lineage across:
- software
- AI systems
- research
- digital media
- specifications
- and data artifacts
Every object becomes part of an evolving, verifiable history network.
Core Features
1. Public Specification Registry
- Register any digital artifact or specification
- Assign immutable provenance IDs
- Store cryptographic hashes of submissions
- Maintain public or private visibility modes
2. Immutable Provenance Ledger
- Append-only event system
- No overwriting of historical records
- Chronological integrity enforcement
- Full audit trail for every object
3. Multi-Layer Timestamp System
Tracks multiple independent timestamps:
- Original public appearance timestamp
- Earliest verifiable source timestamp
- ProvenanceHub registration timestamp
- Discovery/indexing timestamp
- Derivative creation timestamps
Prevents timeline manipulation and ensures historical accuracy.
4. Semantic Search Engine
- Natural language querying of lineage data
- Search by concept, architecture, or behavior
- Identify related systems and ideas
- Discover historical or conceptual ancestors
Example queries:
- “Find systems derived from this architecture”
- “Show earlier similar protocols”
- “Map competing implementations of this idea”
5. AI Lineage Intelligence
- Detects derivative relationships between artifacts
- Identifies probable origin sources
- Reconstructs evolutionary chains of ideas
- Maps influence propagation across systems
6. Design Difference Analysis
The system explicitly compares:
- architectural structure
- data flow models
- protocol behavior
- security design
- state management
- system topology
It explains:
- what changed,
- how it differs,
- and whether it represents meaningful innovation or direct derivation.
7. Innovation Delta Scoring
Quantifies:
- degree of transformation from origin
- architectural divergence
- novelty introduced
- ecosystem impact
Used to distinguish minor forks from major innovations.
8. Global Lineage Graph
- Graph-based representation of all artifacts
- Tracks forks, merges, descendants, influences, and references
Visualizes the evolution of ideas as a living system.
9. Full Provenance Reports
Each artifact includes a full report containing:
- origin analysis
- timestamp breakdown
- semantic similarity scoring
- lineage tree
- evidence sources
- cryptographic verification
- AI-generated evolutionary insights
10. Evidence-Based Verification System
Supports multiple evidence sources:
- Git repositories
- web archives
- package registries
- academic citations
- blockchain records
- signed artifacts
All claims must be traceable.
11. Historical Reconstruction Engine
AI attempts to reconstruct:
- missing ancestors
- undocumented forks
- probable inspiration sources
- evolutionary development paths
12. Community-Driven Verification
- Users validate lineage claims
- Disputes are tracked transparently
- Evidence can be appended over time
- No single authority controls truth
13. Mutation & Evolution Tracking
- Detects how systems evolve over time
- Tracks removed, added, or modified concepts
- Maps conceptual “mutations” in designs
14. Influence Mapping
- Tracks how ideas propagate across ecosystems
- Measures adoption and replication
- Identifies highly influential nodes in the graph
System Principles
- Immutability — history is never rewritten
- Transparency — all lineage is inspectable
- Evidence-first — claims require proof
- Neutrality — system reports relationships, not legal ownership
- Open participation — community contributes to verification
Use Cases
Software Development
- supply chain provenance
- architecture lineage tracking
- dependency evolution analysis
AI Systems
- model lineage tracking
- prompt evolution history
- dataset provenance
Research & Academia
- citation and idea evolution tracking
- replication and influence mapping
Digital Media
- content authenticity verification
- AI-generated media tracing
- edit history reconstruction
Philosophy
ProvenanceHub is designed to answer a fundamental question:
Not just “who created this?”
but “how did this come to exist?”
It treats creation as an evolving system of ideas rather than isolated artifacts.
Specification Branding License (SBL)
Standard
- Fully AGPL-3.0+ compliant system
- Copyleft enforced for network deployments
- Required attribution:
- Roxanne Ardary
- https://roxanneardary.com/
Optional
- Specification Branding License (SBL)
- Attribution-free commercial deployment
- Pricing based on scale, usage, and deployment scope
- https://roxanneardary.com/provenancehub/
License & Notice Requirements
ProvenanceHub is released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+).
By contributing to this project, you agree that your contributions will also be released under this license.
Please note the following:
- All contributions must comply with the AGPL-3.0+ terms.
- Under Section 7 of the license, all redistributions, forks, and derivative works must preserve attribution to Roxanne Ardary and roxanneardary.com.
- ProvenanceHub specifications are free to use with attribution. A Specification Branding License can be negotiated upon request.
- The project’s notice.md file tracks attribution requirements and contributor acknowledgments. Any update that adds new contributors or modifies attribution should also update
notice.md. - When submitting a pull request, ensure that any new files maintain the attribution headers where applicable.
- Network-deployed versions of this software must also remain fully AGPL-3.0+ compliant, including exposure of source code modifications when applicable under the license.
For full legal details, please refer to the AGPL-3.0+ license and the project’s notice.md file.
Notice – ProvenanceHub
Attribution Requirement: Under Section 7 of the AGPL 3.0+ license, all redistributions, forks, and derivative works, including network-deployed versions of this project, must provide attribution to Roxanne Ardary and roxanneardary.com.
Contributors
This file tracks contributors and their specific contributions to the project.
- Roxanne Ardary, roxanneardary.com – May 14, 2026
Created the repository for ProvenanceHub. Designed the open-source provenance, lineage intelligence, semantic analysis, and community-driven verification architecture for the platform. - [Add other contributors here] – [Date]
[Describe contribution in one sentence]
License – ProvenanceHub
This repository is licensed under the GNU Affero General Public License v3.0 or later (AGPL-3.0+).
Key Points
- You are free to use, modify, and distribute the code.
- All redistributions, forks, and derivative works or network-deployed versions must also be licensed under AGPL-3.0+ and provide attribution to Roxanne Ardary and roxanneardary.com as required under Section 7 of the license.
- The software is provided “as is,” without warranty of any kind.
For the full license text, see GNU AGPL-3.0 License.