{
  // -------------------------------------------------------------------
  // Entities & Relationships Dataset — Real SEO™ Life
  // Purpose: Defines canonical entities and their interconnections
  //          within the Digital Karma Web and Real SEO™ Life network.
  // -------------------------------------------------------------------
  "@context": "https://schema.org",
  "@type": "Dataset",
  "@id": "https://www.realseolife.com/ai/entities-relationships-dataset.json",

  "name": "Entities & Relationships Dataset",

  // Added description for dataset compliance
  "description": "Dataset mapping the canonical entities, attributes, and relationships recognized within the Real SEO™ Life ecosystem. It forms the basis for entity-first SEO and AI federation between domains.",

  "creator": {
    "@type": "Organization",
    "name": "Real SEO™ Life",
    "url": "https://www.realseolife.com/"
  },

  // Added license to ensure open data compliance
  "license": "https://creativecommons.org/licenses/by/4.0/",

  // Linked back to the master Data Catalog
  "isPartOf": {
    "@type": "DataCatalog",
    "@id": "https://www.realseolife.com/ai/catalog.json"
  },

  // Distribution section declares downloadable source
  "distribution": [
    {
      "@type": "DataDownload",
      "encodingFormat": "application/json",
      "contentUrl": "https://www.realseolife.com/ai/entities-relationships-dataset.json"
    }
  ],

  // Added topical keywords for discoverability
  "keywords": [
    "Entities",
    "Knowledge Graph",
    "SEO Dataset",
    "AI Federation",
    "Digital Karma"
  ],

  // Last modified timestamp for validation freshness
  "dateModified": "2025-11-02",

  // Entity-first structure
  "variableMeasured": [
    "Organization",
    "Website",
    "Person",
    "CreativeWork",
    "Dataset"
  ],

  // Relationship examples for internal linking logic
  "includedInDataCatalog": "https://www.realseolife.com/ai/catalog.json",

  // Optional notes for human editors
  "comment": "Each entity in this dataset maps to a corresponding Real SEO™ Life project or domain and can be extended to external federated entities."
}