• Introduction
  • Vision
  • Mission
• Guides & Tutorials
  • 1. Our Indexes
    • 1.1. Wikidata+GeoNames Index (Augmentation)
    • 1.2. WHG Publication Index (Searchable Publication)
    • 1.3. WHG Union Index (Final Integration & Clustering)
  • 2. Workbench
    • 2.1. Individual datasets
    • 2.2. Multiple datasets
    • 2.3. Thematic place collections
      • 2.3.1. Instructional exercise in a class setting, or workshop
      • 2.3.2. Authored publication
  • 3. Publishing Data
    • 3.1. Create and publish a Place Collection
    • 3.2. Create and publish a Dataset Collection
  • 4. Uploading Data
    • 4.1. Choosing an upload data format: LPF or LP-TSV?
    • 4.2. Preparing data for upload
      • 4.2.1. The simple case
      • 4.2.2. The not so simple case: extracting places
  • 5. Reconciliation & Accessioning
    • 5.1. What does closeMatch mean?
  • 6. Reviewing accessioning results
  • 7. Collection Groups
    • 7.1. Create and manage a Collection Group for a class or workshop
• Technical
  • 1. Repositories
  • 2. APIs
    • 2.1. Entity API
    • 2.2. Reconciliation Service API
      • 2.2.1. Using the WHG Reconciliation API in OpenRefine
    • 2.3. API Tokens
      • 2.3.1. Using an API Token
  • 3. Issues
• Development Roadmap
  • v3.5: Toponym Phonetics
    • 1. Overview
    • 2. Components
      • 2.1. Online Components (DigitalOcean)
      • 2.2. Offline Components (Pitt CRC)
      • 2.3. Rationale for Separate Indices
    • 3. Data Flow
      • 3.1. Initial Migration (One-Time, at Pitt)
      • 3.2. Ongoing Ingestion (New Datasets)
      • 3.3. Linking Toponyms to IPA
      • 3.4. Linking IPA to Places (Implicit)
      • 3.5. IPA Generation: Epitran + PanPhon
      • 3.6. IPA Normalisation Rules
    • 4. Elasticsearch Index Design
      • 4.1. IPA Index
      • 4.2. Toponym Index
      • 4.3. Place Index
    • 5. Training the Siamese BiLSTM
      • 5.1. Training Data Construction
      • 5.2. Model Architecture
      • 5.3. Embedding Refresh Cycle
      • 5.4. Real-Time Inference Model
    • 6. Query Pipeline
      • 6.1. Full Pipeline with Fallbacks
      • 6.2. Query-Time Optimisations
      • 6.3. Error Handling
    • 7. Push-Based Synchronisation Strategy
      • 7.1. Rationale
      • 7.2. Bulk Update Workflow
      • 7.3. Authentication & Security
      • 7.4. Resilience Strategy
      • 7.5. Verification Strategy
    • 8. Advantages of This Architecture
    • 9. Monitoring & Observability
      • 9.1. Key Metrics
      • 9.2. Dashboards
      • 9.3. Alerting
    • 10. Future Extensions
    • 11. Deployment Plan
      • 11.1. Phase 1: Development (Week 1-4)
      • 11.2. Phase 2: Initial Migration (Week 5-8)
      • 11.3. Phase 3: Model Training (Week 9-12)
      • 11.4. Phase 4: Production Rollout (Week 13-16)
      • 11.5. Phase 5: Continuous Improvement (Ongoing)
    • 12. Risk Assessment
    • 13. Success Criteria
      • 13.1. Technical Metrics
      • 13.2. User Experience Metrics
      • 13.3. Research Impact
    • 14. Summary
    • 15. References
  • V4: Graph Datamodel
    • 1. User Guide
      • 1.1. Note to Documentation Team
      • 1.2. Getting Help
    • 2. Open Educational Resources (OER)
      • 2.1. Vision
      • 2.2. Strategic Goals
      • 2.3. Technical Requirements
    • 3. Data Model
      • 3.1. Introduction
      • 3.2. Overview
      • 3.3. Attestations & Relations
      • 3.4. Vocabularies
      • 3.5. Special Thing Patterns
      • 3.6. Contribution Types & Data Formats
      • 3.7. RDF Representation
      • 3.8. Platform Use Cases
      • 3.9. Implementation in ArangoDB
      • 3.10. Summary & Future Directions
    • 4. System Architecture
      • 4.1. Database Technology Assessment
      • 4.2. Kubernetes Configuration
      • 4.3. SSH Key Setup
      • 4.4. Deploying the Management Pod
      • 4.5. Deploying Services
      • 4.6. Service Configuration
• License
  • Creative Commons Attribution-NonCommercial 4.0 International Public License
    • Section 1 – Definitions.
    • Section 2 – Scope.
    • Section 3 – License Conditions.
    • Section 4 – Sui Generis Database Rights.
    • Section 5 – Disclaimer of Warranties and Limitation of Liability.
    • Section 6 – Term and Termination.
    • Section 7 – Other Terms and Conditions.
    • Section 8 – Interpretation.