{
  "code": null,
  "collection": "tension",
  "href": "https://banes-lab.com/ontology/schema#tension-explainability-recall-vector-search",
  "id": "explainability-recall-vector-search",
  "kind": "tension",
  "layer": null,
  "name": "Vector Search / Explainability/Recall",
  "ref": "tension:explainability-recall-vector-search",
  "relations": [
    {
      "links": [
        {
          "href": "https://banes-lab.com/ontology#architecture-vector-search",
          "json": "https://banes-lab.com/json/records/architecture/vector-search",
          "label": "Vector Search",
          "markdown": "https://banes-lab.com/records/architecture/vector-search.md",
          "ref": "architecture:vector-search"
        },
        {
          "href": "https://banes-lab.com/ontology/lexicon#lexicon-explainability-recall",
          "json": "https://banes-lab.com/json/records/lexicon/explainability-recall",
          "label": "Explainability/Recall",
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          "ref": "lexicon:explainability-recall"
        }
      ],
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    },
    {
      "links": [
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          "href": "https://banes-lab.com/ontology/schema#vocabulary-resolution-mechanism-irreducible-tradeoff",
          "json": "https://banes-lab.com/json/records/vocabulary/resolution-mechanism-irreducible-tradeoff",
          "label": "irreducible-tradeoff",
          "markdown": "https://banes-lab.com/records/vocabulary/resolution-mechanism-irreducible-tradeoff.md",
          "ref": "vocabulary:resolution-mechanism-irreducible-tradeoff"
        }
      ],
      "relation": "mechanism"
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    {
      "links": [
        {
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          "json": "https://banes-lab.com/json/ontology/principles/architecture-category-model-architecture",
          "label": "Model Architecture",
          "markdown": "https://banes-lab.com/ontology/principles/architecture-category-model-architecture.md",
          "ref": "chapter:/ontology#architecture-category-model-architecture"
        },
        {
          "href": "https://banes-lab.com/ontology/schema#the-vocabulary-resolution-mechanism",
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          "label": "Resolution mechanisms",
          "markdown": "https://banes-lab.com/ontology/schema/the-vocabulary-resolution-mechanism.md",
          "ref": "chapter:/ontology/schema#the-vocabulary-resolution-mechanism"
        }
      ],
      "relation": "linked-from"
    }
  ],
  "summary": "\"vector-search\" (correctness-core layer) is traded against \"Explainability/Recall\" (correctness-core layer) — a principle cannot be scope-separated from a quality, metric, or cost it competes with; resolve by measuring \"Explainability/Recall\" and choosing an explicit operating point.",
  "siblings": {
    "next": {
      "href": "https://banes-lab.com/ontology/schema#tension-curation-cost-knowledge-graphs",
      "json": "https://banes-lab.com/json/records/tension/curation-cost-knowledge-graphs",
      "label": "Knowledge Graphs / Curation Cost",
      "markdown": "https://banes-lab.com/records/tension/curation-cost-knowledge-graphs.md",
      "ref": "tension:curation-cost-knowledge-graphs"
    },
    "previous": {
      "href": "https://banes-lab.com/ontology/schema#tension-retrieval-augmented-generation-rag-retrieval-quality-latency",
      "json": "https://banes-lab.com/json/records/tension/retrieval-augmented-generation-rag-retrieval-quality-latency",
      "label": "Retrieval-Augmented Generation (RAG) / Retrieval Quality/Latency",
      "markdown": "https://banes-lab.com/records/tension/retrieval-augmented-generation-rag-retrieval-quality-latency.md",
      "ref": "tension:retrieval-augmented-generation-rag-retrieval-quality-latency"
    }
  },
  "up": {
    "href": null,
    "json": "https://banes-lab.com/json/api/records/tension",
    "label": "Tensions",
    "markdown": "https://banes-lab.com/api/records/tension.md",
    "ref": "api:records/tension"
  }
}