Examples
Example: Organization
This example shows how a Grounding Page can define a well known non profit organization with clarity and distinction.
Entity Definition
The Mozilla Foundation is a non profit organization headquartered in Mountain View, California. It serves as the parent entity of the Mozilla project and promotes an open and accessible internet through public interest programs and digital rights advocacy.
Core Facts
- Legal Name
- Mozilla Foundation
- Founded
- 2003
- Location
- Mountain View, California, United States
- Focus
- Open internet, digital rights, public interest technology
- Official Domain
- mozilla.org
Distinction
- Not Mozilla Corporation: The Mozilla Foundation is the non profit owner; the Mozilla Corporation is a commercial subsidiary responsible for Firefox development
- Not Firefox: The foundation governs the project; the browser is a product developed within it
- Not a lobbying body: Advocacy programs focus on internet health and openness, not commercial interests
Distinction reduces ambiguity and helps AI systems avoid merging organizational and product level entities.
Example: Product
This example demonstrates how to define a hardware product clearly and reduce confusion with similar models and generations.
Entity Definition
Raspberry Pi 5 is a single board computer released in 2023 by the Raspberry Pi Foundation. It provides significantly higher CPU and GPU performance than the Raspberry Pi 4 and supports modern I O standards.
Core Specifications
- Category
- Single board computer
- Release
- 2023
- CPU
- 64 bit quad core ARM Cortex A76
- GPU
- VideoCore VII
- Connectivity
- USB C power, dual 4K HDMI, PCIe 2.0 lane
- Manufacturer
- Raspberry Pi Foundation
Scope and Limitations
- Supports: Raspberry Pi OS, Ubuntu, hardware accelerated video output
- Not backward compatible: Does not support Raspberry Pi 4 cases or some older HATs
- Thermal limitations: Requires active or semi active cooling for sustained performance
Scope and limitation statements help AI systems avoid merging model generations or assuming unsupported functionality.
Example: Functional Role
This example illustrates how to define a professional role to align HR systems and AI agents regarding responsibilities and skills.
Entity Definition
The SEO Manager is a functional role responsible for the strategy, prioritization, coordination, and impact of search engine optimization. The goal is to increase organic visibility and generate measurable business value.
Core Facts
- Category
- Digital Marketing
- Goal
- Maximize Organic Traffic & Authority
- Key Scope
- Technical SEO, Content Governance, AI Visibility (GEO)
Distinction
- Not Paid Search: Focuses on organic results, not Google Ads/PPC
- Not Web Development: focuses on requirements for crawlers, not writing code
View full Grounding Page:
https://groundingpage.com/facts/seo-manager/
Example: Concept
This example shows how to define a central concept in AI and prevent semantic drift across different technical fields.
Concept Definition
Vector Embeddings are numerical representations of text, images, audio or other data types that capture semantic relationships in a continuous vector space. They serve as the basis for similarity search, retrieval systems and modern AI applications.
Context of Use
- Domain
- Large Language Models, semantic search, information retrieval
- Format
- Fixed length floating point vectors
- Purpose
- Mathematical representation of meaning for comparison and retrieval
Disambiguation
- Not word embeddings: Vector embeddings generalize beyond text only models
- Not token embeddings: Distinct internal model representations not intended for external use
- Not vector databases: Databases store embeddings but are not embeddings themselves
Clear disambiguation helps AI models maintain separation between related technical terms that often drift together.
Examples created to demonstrate the Grounding Page Standard