v31.2 Temporal Embeddings & Domain Coverage
Generated: 2026-06-11
Temporal Structure
The knowledge graph contains 2,033 temporal edges connecting 231 entities. These edges represent time-based relationships between entities — the “when” of the graph.
| Metric | Value |
|---|---|
| Temporal edges | 2,033 |
| Entities with temporal connections | 231 |
| Temporal weight mean | 0.914 |
| Temporal weight range | 0.1 – 1.0 |
Most Temporally Connected Entities
| Entity | Connections |
|---|---|
| Executive Orders | 18 |
| Al Aqsa | 18 |
| ARVO | 18 |
| ASCB | 18 |
| Aduro Clean Technologies Inc | 18 |
| Abell 1689 | 18 |
| Accretion Disk | 18 |
| Ain | 18 |
| Donald | 18 |
| Election | 18 |
Domain Coverage
Before v31.2, only 378 of 9,665 entities (3.9%) had domain assignments. After applying domain suggestions:
| Metric | Value |
|---|---|
| Entities with domain | 9,649 / 9,665 (99.8%) |
| Edges inserted | 11,073 |
| Domains covered | 11 (all) |
Domain Distribution
| Domain | Entities |
|---|---|
| military | 1,434 |
| astronomy | 1,355 |
| politics | 1,266 |
| finance | 1,249 |
| biology | 1,089 |
| elements | 1,080 |
| religion | 1,073 |
| technology | 1,021 |
| sports | 804 |
| ancient_texts | 700 |
| health | 598 |
Next Steps
With 99.8% domain coverage and temporal structure analyzed, the foundation is ready for:
- Temporal position encoding in embeddings
- Convergence prediction model
- Forward predictions for Q4 2026 / Q1 2027
v31.2 Stream B — Temporal Embeddings. 2026-06-11.