JSON-LD Format

Structure

{
  "@context": "https://mif-spec.dev/schema/context.jsonld",
  "@type": "Memory",
  "@id": "urn:mif:550e8400-e29b-41d4-a716-446655440000",

  "content": "User prefers dark mode for all applications",
  "memoryType": "semantic",
  "title": "Dark Mode Preference",

  "created": "2026-01-15T10:30:00Z",
  "modified": "2026-01-20T14:22:00Z",

  "namespace": "_semantic/preferences",
  "tags": ["preference", "ui", "accessibility"],

  "entities": [...],
  "relationships": [...],
  "temporal": {...},
  "provenance": {...},
  "embedding": {...},
  "extensions": {...}
}

Full Example

{
  "@context": [
    "https://mif-spec.dev/schema/context.jsonld",
    {
      "prov": "http://www.w3.org/ns/prov#",
      "dc": "http://purl.org/dc/terms/",
      "subcog": "https://github.com/zircote/subcog/ns/"
    }
  ],
  "@type": ["Memory", "prov:Entity"],
  "@id": "urn:mif:550e8400-e29b-41d4-a716-446655440000",

  "content": "User prefers dark mode for all applications. This applies to:\n- IDE themes\n- Terminal colors\n- Web applications\n- Mobile apps",
  "memoryType": "semantic",
  "title": "Dark Mode Preference",

  "dc:created": "2026-01-15T10:30:00Z",
  "dc:modified": "2026-01-20T14:22:00Z",

  "ontology": {
    "@type": "OntologyReference",
    "id": "mif-base",
    "version": "1.0.0"
  },

  "namespace": "_semantic/preferences",
  "tags": ["preference", "ui", "accessibility"],
  "aliases": ["Dark Mode Preference", "UI Theme Choice"],

  "entities": [
    {
      "@type": "EntityReference",
      "entity": {"@id": "urn:mif:entity:person:jane-doe"},
      "role": "subject"
    },
    {
      "@type": "EntityReference",
      "entity": {"@id": "urn:mif:entity:concept:dark-mode"},
      "role": "topic"
    }
  ],

  "relationships": [
    {
      "@type": "Relationship",
      "relationshipType": "RelatesTo",
      "target": {"@id": "urn:mif:memory:ui-preferences"},
      "strength": 0.85
    },
    {
      "@type": "Relationship",
      "relationshipType": "Supersedes",
      "target": {"@id": "urn:mif:memory:old-theme-preference"}
    }
  ],

  "temporal": {
    "@type": "TemporalMetadata",
    "validFrom": "2026-01-15T00:00:00Z",
    "validUntil": null,
    "recordedAt": "2026-01-15T10:30:00Z",
    "ttl": "P90D",
    "decay": {
      "model": "exponential",
      "halfLife": "P7D",
      "currentStrength": 0.85
    },
    "accessCount": 5,
    "lastAccessed": "2026-01-20T14:22:00Z"
  },

  "provenance": {
    "@type": "prov:Entity",
    "sourceType": "user_explicit",
    "prov:wasGeneratedBy": {
      "@type": "prov:Activity",
      "prov:wasAssociatedWith": {
        "@id": "urn:mif:agent:claude-3-opus",
        "@type": "prov:SoftwareAgent"
      }
    },
    "prov:wasDerivedFrom": {
      "@id": "urn:mif:conversation:conv-456"
    },
    "prov:wasAttributedTo": {
      "@id": "urn:mif:entity:person:jane-doe"
    },
    "confidence": 0.95,
    "trustLevel": "user_stated"
  },

  "embedding": {
    "@type": "EmbeddingReference",
    "model": "text-embedding-3-small",
    "modelVersion": "2024-01",
    "dimensions": 1536,
    "sourceText": "User prefers dark mode for all applications",
    "vectorUri": "urn:mif:vector:550e8400-e29b-41d4-a716-446655440000"
  },

  "citations": [
    {
      "@type": "Citation",
      "citationType": "article",
      "citationRole": "supports",
      "title": "Dark Mode UI Benefits for Developer Productivity",
      "url": "https://example.com/dark-mode-research",
      "author": {
        "@type": "EntityReference",
        "entity": {"@id": "urn:mif:entity:person:jane-smith"},
        "entityType": "Person",
        "name": "Jane Smith"
      },
      "date": "2024-03-15",
      "accessed": "2026-01-18",
      "relevance": 0.92,
      "note": "Research supporting dark mode preference for reduced eye strain"
    }
  ],

  "extensions": {
    "subcog:domain": "user",
    "subcog:hash": "sha256:4c04b32ddc2053b5..."
  }
}