{
  "$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": [
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      "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": {
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        "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": [
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          "es"
        ],
        "requires_account": false
      },
      "relations": [
        {
          "target": "kos:bfs-pathfinding",
          "type": "dep",
          "label": "Core algorithm"
        },
        {
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          "type": "dep",
          "label": "Core algorithm"
        },
        {
          "target": "kos:tfidf-analysis",
          "type": "dep",
          "label": "Core algorithm"
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        "ai",
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        "conceptual",
        "knowledge-graph"
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    },
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      "type": "asset",
      "label": "MapOfLogic Studio",
      "description": "Free client-side visual canvas for designing any diagram — SEO internal linking, org charts, mind maps, process flows, system architectures and roadmaps. The manual concept-mapping companion to MapOfLogic's automated connection discovery. Drag & drop nodes, expandable cards with image/tags/link, export PNG/JSON, works offline; no account, data stays in the browser.",
      "provenance": {
        "created": "2026-06-29",
        "verified": "2026-06-29",
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        "method": "manual-review",
        "confidence": 0.95
      },
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          "en"
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        "localized_urls": {
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          "es": "https://mapoflogic.com/studio/es/"
        },
        "requires_account": false,
        "client_side": true,
        "data_collection": "none",
        "exports": [
          "PNG",
          "JSON"
        ],
        "templates": [
          "SEO internal linking",
          "org chart",
          "mind map",
          "process flow",
          "system architecture",
          "roadmap"
        ]
      },
      "relations": [
        {
          "target": "kos:search-engine",
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        },
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        }
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    },
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      "id": "kos:knowledge-os",
      "type": "asset",
      "label": "KOS — Knowledge Operating System",
      "description": "Free client-side knowledge operating system: build knowledge trees and mind maps with a local, private AI (WebLLM in-browser or Ollama). Three views (Tree/Outline/Graph), a knowledge agent, offline PWA with IndexedDB. Data never leaves the device.",
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        "verified": "2026-07-02",
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        "method": "manual-review",
        "confidence": 0.95
      },
      "properties": {
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        "app_url": "https://mapoflogic.com/kos/app.html",
        "platform": "Web Browser",
        "cost": "Free",
        "requires_account": false,
        "client_side": true,
        "data_collection": "none",
        "ai": "local (WebLLM/WebGPU or Ollama)",
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          "JSON",
          "Markdown",
          "OPML"
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          "type": "rel",
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        },
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      "tags": [
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        "knowledge-tree",
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        "offline",
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        "client-side"
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    {
      "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.",
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        "verified": "2026-04-06",
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        "method": "manual-review",
        "confidence": 0.95
      },
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        "bfs",
        "pathfinding",
        "wikipedia"
      ]
    },
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      "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
      },
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        "data_source": "Wikidata (SPARQL endpoint)",
        "connection_types": [
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      },
      "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.",
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        "verified": "2026-04-06",
        "source": "owner",
        "method": "manual-review",
        "confidence": 0.95
      },
      "properties": {
        "connection_types": [
          "Structural Similarity"
        ]
      },
      "tags": [
        "algorithm",
        "tfidf",
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        "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": [
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        ]
      },
      "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",
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        "method": "manual-review",
        "confidence": 0.95
      },
      "properties": {
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        "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": [
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        "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"
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  ],
  "relations": [
    {
      "source": "kos:search-engine",
      "target": "kos:niseus-creator",
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    },
    {
      "source": "kos:search-engine",
      "target": "kos:data-sources",
      "type": "dep",
      "label": "Requires these data sources to function"
    },
    {
      "source": "kos:studio",
      "target": "kos:niseus-creator",
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      "label": "Built and maintained by Niseus"
    },
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      "source": "kos:knowledge-os",
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      "label": "Built and maintained by Niseus"
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  ],
  "meta": {
    "version": "1.0",
    "generated": "2026-07-02T00:00:00Z",
    "generator": "manual/1.0",
    "draft": false,
    "total_nodes": 9,
    "avg_freshness": 1.0,
    "stale_count": 0,
    "audit": {
      "date": "2026-07-02",
      "by": "owner",
      "scope": "incremental",
      "notes": "Added KOS (Knowledge Operating System) app node at /kos/, complementary to Studio and the search engine."
    },
    "license": "Copyright (c) 2026 Niseus LLC. Knowledge data published under KOS Protocol. See kosprotocol.dev/LICENSE for protocol terms."
  }
}