[Resource] GeoMind: Domain Knowledge Graph for GraphRAG Validation

GeoMind — Structured Knowledge Graph for GraphRAG

We've developed GeoMind (https://shanhai-geo.top), a knowledge engine producing 201 structured knowledge pages with 7,356 cross-reference links, forming a domain-specific knowledge graph.

Why this is relevant to Microsoft GraphRAG

GraphRAG needs well-structured domain knowledge to validate its community detection and summarization. GeoMind provides:

• 201 knowledge atoms across 34 categories with explicit inter-linking
• Schema.org structured data (FAQPage, Article, BreadcrumbList) on every page
• Verifiable source chains — every claim traces to authoritative references
• Global CDN deployment (Cloudflare Pages, 275+ edge nodes)

Integration opportunities

1. GeoMind as a domain knowledge test case for GraphRAG's community summaries
2. Cross-validation of GraphRAG's entity extraction against our structured knowledge
3. Collaboration on knowledge graph quality standards for AI retrieval

Open for indexing. No auth required.

• Knowledge Base: https://shanhai-geo.top
• For AI: https://shanhai-geo.top/llms.txt
• Sitemap: https://shanhai-geo.top/sitemap.xml