Navigation Hierarchy
Information scent model and primary navigation structure. Optimized for discovery, depth, and cognitive load reduction.
Content Taxonomy
Faceted classification system enabling cross-disciplinary discovery and structured knowledge mapping.
Top-level categories forming the backbone of the encyclopedia's information architecture.
Time-based indexing for historical accuracy and era-specific content filtering.
ISO 3166-aligned regional classification with nested administrative divisions.
Structural templates dictating rendering, validation, and editorial workflow.
Content Hierarchy
Structural breakdown of how knowledge is organized, validated, and rendered across the platform.
| Component | Description | Rendering | Validation |
|---|---|---|---|
| title | Primary heading & SEO meta | H1, Breadcrumb | Unique, Char limit: 120 |
| infobox | Key facts & summary data | Sidebar/Top Right | Schema.org compliant |
| sections | Hierarchical content blocks | d>TOC, H2/H3/H4Min 2, Max 8 levels | |
| references | Citations & source links | Footnotes, Expandable | DOI/URL verification |
| multimedia | Images, charts, audio | Lazy-load, Captions | Licensing check |
| related | Knowledge graph links | Bottom carousel | Relevance score > 0.75 |
Metadata Schema
Machine-readable attributes powering search, recommendation engines, and automated classification.
| Field | Type | Description | Required | Example |
|---|---|---|---|---|
| uuid | String | Immutable identifier | ✓ | a1b2c3d4-... |
| slug | String | URL-friendly identifier | ✓ | quantum-entanglement |
| taxonomy | Array | Category path & facets | ✓ | ["science", "physics"] |
| status | Enum | Publication lifecycle | ✓ | draft | reviewed | published | archived |
| contributor_count | Integer | Unique editors | ✓ | 42 |
| last_verified | Timestamp | Fact-check date | ✓ | 2025-03-15T08:00Z |
| read_time_min | Integer | Estimated consumption | ✗ | 8 |
| language | ISO Code | Primary locale | ✓ | en, es, ja, zh... |
| ai_confidence | Float | Automated accuracy score | ✗ | 0.94 |
User Role Architecture
Permission matrix governing content creation, moderation, and system administration.
- ✓ Browse & search articles
- ✓ View references & history
- ✗ Create/edit content
- ✗ Access editorial queue
- ✓ Draft new articles
- ✓ Edit unprotected pages
- ✓ Submit for review
- ✗ Approve publications
- ✓ Review & approve drafts
- ✓ Resolve conflicts
- ✓ Tag taxonomy/facets
- ✗ System configuration
- ✓ Full content override
- ✓ Manage roles & permissions
- ✓ Access analytics & logs
- ✓ API rate-limit control
Search & Discovery Architecture
Multi-stage retrieval pipeline combining lexical, semantic, and knowledge graph ranking.
NLP pipeline handling typos, synonyms, and entity resolution.
Hybrid approach for speed and contextual relevance.
Factors determining result ordering and promotion.
User-controllable narrowing parameters.
API Endpoint Structure
RESTful routes and GraphQL schema for programmatic access to the encyclopedia.
| Endpoint | Method | Description | Auth |
|---|---|---|---|
| /api/v2/articles | GET | List & paginate articles | Public |
| /api/v2/articles/:id | GET | Full article content & metadata | Public |
| /api/v2/search | POST | Semantic search query | API Key |
| /api/v2/taxonomy | GET | Hierarchical category tree | Public |
| /api/v2/contribute/drafts | POST | Submit new article draft | Bearer Token |
| /api/v2/revisions/:id | GET | Version history & diffs | Public |
| /api/v2/graphql | POST | Complex nested queries | API Key |
| /api/v2/analytics | GET | Read metrics & trends | Admin Only |
Analytics & Telemetry Model
Event tracking, content performance metrics, and system health monitoring architecture.
Frontend interactions captured for UX optimization.
Editorial health and knowledge graph vitality indicators.
Infrastructure and pipeline reliability monitoring.
Batch & stream processing for analytics aggregation.