knowledge Graph Kernel: Complex Reasoning and Retrieval Project by Randy Johnsonknowledge Graph Kernel: Complex Reasoning and Retrieval Project by Randy Johnson

knowledge Graph Kernel: Complex Reasoning and Retrieval Project

Randy Johnson

Randy Johnson

Event-Sourced Primacy
Immutable Assertions & Soft Retractions
Bi-Temporal Reasoning
Epistemic Perspectives & Modalities
Bayesian Deduplication & Confidence Decay
Multi-Modal Hybrid Retrieval & Pathfinding
Document Drivers & Span Provenance
ACID Storage Backends
Domain Client Layer
Statement Immutability
Non-Destructive Invalidation
Lineage Completeness
Dual Temporal Dimensions
Perspective Modality
Acyclic Consolidation
Event Primacy
Ingestion Idempotency
Explicit Conflict Lifecycle
Storage Subservience
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Posted Aug 25, 2026

KGK is a modular knowledge graph kernel that gives AI agents traceable memory—connecting facts, sources, and context without hiding where knowledge came from.