ADMI26 Hackathon · Origin Track

Where did it really start?

OriginZero crawls Wikipedia, builds a knowledge graph, and uses PageRank to trace health disparities in underrepresented communities back to their true historical origins.

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Historical
Economic
Health
Social

01
Crawl Network
Live API pulls articles and links connected to the topic — seeding the knowledge tree
02
Assemble Graph
NetworkX constructs a directed graph of 60+ nodes and 474 edges from real Wikipedia data
03
Run PageRank
Algorithm scores every node by influence — separating true root causes from related topics
04
AI Narrative
Groq Llama3 generates the plain English origin story, with fine-tuned Gemma-4 as a general fallback.