{
  "$schema": "https://kosprotocol.dev/v1/schema.json",
  "entity": {
    "name": "MapOfLogic",
    "type": "Product",
    "id": "kos:mapoflogic",
    "url": "https://mapoflogic.com",
    "description": "Free AI-powered conceptual search engine that discovers verifiable logical connections between any two concepts using BFS pathfinding, SPARQL ontological reasoning, TF-IDF cosine similarity, and formal logic propositions."
  },
  "knowledge": [
    {
      "id": "kos:search-engine",
      "type": "asset",
      "label": "Conceptual Search Engine",
      "description": "Client-side web application that finds hidden connections between any two concepts. Uses four algorithmic methods: BFS pathfinding through Wikipedia's link graph, SPARQL reasoning over Wikidata, TF-IDF cosine similarity, and formal logic proposition generation with verifiable premises.",
      "provenance": {
        "created": "2026-04-06",
        "verified": "2026-04-06",
        "source": "owner",
        "method": "manual-review",
        "confidence": 0.95
      },
      "properties": {
        "url": "https://mapoflogic.com/app.html",
        "platform": "Web Browser",
        "cost": "Free",
        "version": "2.0",
        "languages": ["en", "es"],
        "requires_account": false
      },
      "relations": [
        { "target": "kos:bfs-pathfinding", "type": "dep", "label": "Core algorithm" },
        { "target": "kos:sparql-reasoning", "type": "dep", "label": "Core algorithm" },
        { "target": "kos:tfidf-analysis", "type": "dep", "label": "Core algorithm" },
        { "target": "kos:logic-propositions", "type": "dep", "label": "Core algorithm" }
      ],
      "tags": ["search-engine", "ai", "free", "conceptual", "knowledge-graph"]
    },
    {
      "id": "kos:bfs-pathfinding",
      "type": "concept",
      "label": "BFS Pathfinding",
      "description": "Breadth-First Search algorithm that traverses Wikipedia's internal link graph to find the shortest path between two concepts. Discovers Direct Reference and BFS Path connections.",
      "provenance": {
        "created": "2026-04-06",
        "verified": "2026-04-06",
        "source": "owner",
        "method": "manual-review",
        "confidence": 0.95
      },
      "properties": {
        "data_source": "Wikipedia (public API)",
        "connection_types": ["Direct Reference", "BFS Path"]
      },
      "tags": ["algorithm", "bfs", "pathfinding", "wikipedia"]
    },
    {
      "id": "kos:sparql-reasoning",
      "type": "concept",
      "label": "SPARQL Ontological Reasoning",
      "description": "Queries Wikidata's knowledge graph via SPARQL to find common ontological ancestors between two concepts. Discovers Common Ancestor connections with semantic depth.",
      "provenance": {
        "created": "2026-04-06",
        "verified": "2026-04-06",
        "source": "owner",
        "method": "manual-review",
        "confidence": 0.95
      },
      "properties": {
        "data_source": "Wikidata (SPARQL endpoint)",
        "connection_types": ["Common Ancestor"]
      },
      "tags": ["algorithm", "sparql", "wikidata", "ontology"]
    },
    {
      "id": "kos:tfidf-analysis",
      "type": "concept",
      "label": "TF-IDF Cosine Similarity",
      "description": "Computes Term Frequency-Inverse Document Frequency vectors for concept descriptions and measures cosine similarity to find structural connections not visible through link analysis.",
      "provenance": {
        "created": "2026-04-06",
        "verified": "2026-04-06",
        "source": "owner",
        "method": "manual-review",
        "confidence": 0.95
      },
      "properties": {
        "connection_types": ["Structural Similarity"]
      },
      "tags": ["algorithm", "tfidf", "similarity", "nlp"]
    },
    {
      "id": "kos:logic-propositions",
      "type": "concept",
      "label": "Formal Logic Propositions",
      "description": "Generates formal logical statements with verifiable premises and conclusions connecting two concepts. Each proposition includes a confidence score based on the strength of the underlying evidence.",
      "provenance": {
        "created": "2026-04-06",
        "verified": "2026-04-06",
        "source": "owner",
        "method": "manual-review",
        "confidence": 0.95
      },
      "properties": {
        "connection_types": ["Semantic Bridge"]
      },
      "tags": ["algorithm", "logic", "propositions", "formal"]
    },
    {
      "id": "kos:niseus-creator",
      "type": "entity",
      "label": "Niseus LLC — Creator",
      "description": "MapOfLogic was designed, built, and is maintained by Niseus LLC, a digital infrastructure agency based in Cape Coral, Florida. Niseus is also the creator of the KOS Protocol.",
      "provenance": {
        "created": "2026-04-06",
        "verified": "2026-04-06",
        "source": "owner",
        "method": "manual-review",
        "confidence": 0.95
      },
      "properties": {
        "url": "https://niseus.com",
        "location": "Cape Coral, FL"
      },
      "relations": [
        { "target": "https://niseus.com/.well-known/kos.json#kos:mapoflogic", "type": "rel", "label": "Cross-entity: Niseus owns MapOfLogic" },
        { "target": "https://kosprotocol.dev/.well-known/kos.json#kos:niseus", "type": "rel", "label": "Cross-entity: Niseus created KOS Protocol" }
      ],
      "tags": ["creator", "niseus", "owner"]
    },
    {
      "id": "kos:data-sources",
      "type": "asset",
      "label": "Data Sources",
      "description": "MapOfLogic queries Wikipedia and Wikidata public APIs in real-time. No proprietary datasets. All results are verifiable from primary sources. The application runs entirely client-side — no user data is collected or stored.",
      "provenance": {
        "created": "2026-04-06",
        "verified": "2026-04-06",
        "source": "owner",
        "method": "manual-review",
        "confidence": 0.95
      },
      "properties": {
        "sources": ["Wikipedia (public API)", "Wikidata (SPARQL endpoint)"],
        "client_side": true,
        "data_collection": "none"
      },
      "tags": ["data", "wikipedia", "wikidata", "privacy"]
    }
  ],
  "relations": [
    {
      "source": "kos:search-engine",
      "target": "kos:niseus-creator",
      "type": "dep",
      "label": "Built and maintained by Niseus"
    },
    {
      "source": "kos:search-engine",
      "target": "kos:data-sources",
      "type": "dep",
      "label": "Requires these data sources to function"
    }
  ],
  "meta": {
    "version": "1.0",
    "generated": "2026-04-06T12:30:00Z",
    "generator": "manual/1.0",
    "draft": false,
    "total_nodes": 7,
    "avg_freshness": 1.0,
    "stale_count": 0,
    "audit": {
      "date": "2026-04-06",
      "by": "owner",
      "scope": "full",
      "notes": "Initial kos.json for MapOfLogic. All data verified against live application and source code."
    },
    "license": "Copyright (c) 2026 Niseus LLC. Knowledge data published under KOS Protocol. See kosprotocol.dev/LICENSE for protocol terms."
  }
}