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Transnational Transfer LPG

An article-to-LPG and wiki prototype based on one primary source document.

Live demo

https://yaakovepst.github.io/transnational-transfer-kg/

What this is

This repository contains a static labeled property graph (LPG) and linked wiki demo. It models people, organizations, funders, publications, events, ideas, places, and transnational transfer relationships from the source document.

The source scholarship belongs to Segal and Greenspan. This repository demonstrates Jacob Epstein’s contribution: article-to-LPG modeling, interface design, wiki-page generation from graph relationships, internal wiki navigation, and iterative editorial review.

The project was developed through an AI-with-human-in-the-loop workflow (Mosqueira-Rey et al., 2023), with AI-assisted extraction, modeling, and wiki generation reviewed and revised through human editorial judgment.

Project documentation

Local use

Open docs/index.html locally, or use the GitHub Pages live demo link above.

The demo uses Cytoscape.js and fCoSE through CDN links, so internet access is required.

Version

Final demo version: v0.7.1

Documentation update: v0.7.2-docs

Scope note

This is an interpretive LPG and wiki prototype, not an official dataset from the article authors.

References

See Attribution and source basis for the full primary-source citation and methodological citation.

About

Research prototype using an iterative human in the loop LLM workflow to transform text based PDFs into labeled property graph and self-contained wiki.

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