Developed demo
Kartvelian Knowledge Universe
An immersive historical graph interface for people, places, events, inscriptions, manuscripts, institutions, and corpora from AuraDB.
Research
AI research systems for cultural knowledge.
CogLab research products turn PhD questions into working systems: Kartvelian knowledge graphs, source-grounded historical AI, entity linking, and provenance-aware data infrastructure.
Research
Research concept
Graph-Grounded Historian
A historical AI assistant that answers only through visible graph paths, source citations, confidence notes, and human-reviewable evidence.
In Development
Under development
Historical Georgian Entity Linking
A workflow for linking people, places, dates, manuscript references, orthographic variants, and named entities across Georgian sources.
In Development
Under development
Source Ingestion Pipeline
A provenance-aware import layer for corpora, manuscripts, inscriptions, prosopography, and bibliographic datasets into Neo4j.
In Development
Next research work
The Research button now has a home. The next step is to make each product line independently explorable and deployable, with a shared graph schema behind every product.
Stabilize graph schema
Define common fields for source, date, confidence, provenance, and entity aliases.
Move demo toward WebGL
Rebuild the current SVG universe as a Three.js experience after data fields stabilize.
Research workflows
Add question-to-evidence workflows for PhD notes, citations, and graph-grounded answers.
Contact
For research collaboration and PhD-aligned project conversations, connect with Cognitive Systems Lab through LinkedIn.