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sargonxg/README.md

Giulio Catanzariti

Foreign policy · Diplomacy · Multilateral affairs

Former United Nations staffer, based in New York. My focus is foreign policy, international cooperation, and how institutions navigate conflict and disagreement. Columbia University and Sciences Po alumnus.

I’m building TACITUS and PRAXIS to bring that focus into practical tools: organizing evidence, tracing commitments, and making policy analysis easier to inspect, challenge, and reuse.

My work connects political analysis, institutional knowledge, and hands-on software building. I’m interested in tools that help us understand complex situations, ask better questions, and produce better work.

LinkedIn Writing PRAXIS

A dense, layered TACITUS knowledge graph linking evidence, actors, claims, chronology and reasoning to reviewed context, caveated conclusions and proposed next steps.

Architecture illustration · fictional policy scenario · Explore the layers and current capabilities

What I’m building

The practical questions guide the tools: Who said what? What changed? What remains disputed? What can we substantiate?

Project Purpose
PRAXIS A policy workbench: bring documents, review proposed context, attach it to a question, and inspect the sourced answer. In active development.
DIALECTICA Organizing documents and evidence into reusable context packages for analysts and AI tools.
AGON + KAIROS Experimental tools for mapping actors, claims, commitments, and the timing of events.
TCGC A benchmark in development for evaluating AI interpretation of policy and conflict texts.

I work across Rust, Python, and TypeScript, from knowledge models and data pipelines to APIs and web interfaces. These repositories document work in progress, with examples, methods, and limitations.

Rust Python TypeScript Knowledge graphs TCGC CI

Writing & exchange

At Concordia Discors, I write about international affairs, institutions, pluralism, and the human questions behind technology.

For foreign-policy research, collaboration, or a conversation about these tools: connect on LinkedIn.

Pinned Loading

  1. TACITUS-Knowledge-Pipeline-open TACITUS-Knowledge-Pipeline-open Public

    Reference notebooks for turning source documents into evidence-linked knowledge graphs for policy and conflict analysis.

    Jupyter Notebook 4

  2. A3_DIALECTICAbyTACITUS_v3 A3_DIALECTICAbyTACITUS_v3 Public

    DIALECTICA: building reusable, source-grounded context for policy research and analysis. Rust engine for TACITUS / PRAXIS; in development.

    Rust 1

  3. AGON AGON Public

    Experimental Rust engine for mapping actors, claims, commitments, and contradictions in policy and conflict documents.

    Rust 1

  4. KAIROS-temporal-vision-TACITUS KAIROS-temporal-vision-TACITUS Public

    Experimental Rust engine for timelines, events, and commitments in diplomacy and conflict analysis.

    Rust

  5. A_TACITUS_PipelineWork2026 A_TACITUS_PipelineWork2026 Public archive

    Archived: early TACITUS conflict-analysis pipeline. See DIALECTICA v3 and TACITUS-Knowledge-Pipeline-open.

    Python 1

  6. sargonxg sargonxg Public

    Giulio Catanzariti | Diplomacy, multilateral affairs, and building political knowledge tools at TACITUS.

    Python