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Day: January 13, 2026

Entity-First Architecture (Knowledge Graph Engineering)

A high-resolution network visualization showing interconnected nodes labeled with topics such as infrastructure, transportation planning, economic development, railroads, and passengers, linked by dense relationship lines. The graphic illustrates how concepts connect to each other, representing the shift from isolated keywords to meaningful entities and relationships—mirroring how large language models (LLMs) organize information based on context and connections rather than single words.

LLMs process concepts, not strings. Learn to engineer a proprietary Knowledge Graph, use nested Schema, and master Entity SEO to future-proof your brand.

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