{
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  "conformsTo": "http://mlcommons.org/croissant/1.1",
  "@id": "https://hlido.eu/data/open/#dataset",
  "name": "Hlido agent evaluation corpus",
  "alternateName": "Hlido open data dump",
  "description": "Independent evaluations of 835 AI agents and agentic tools: Laddoo score, tier, per-claim marketing-claim-vs-evidence verdicts with short evidence quotes, EU AI Act Article-50 transparency readiness, recorded incident count, and the date each verdict was established. Published by Hlido, an independent review desk that never takes payment to rank or review. Scoring weights are not included.",
  "url": "https://hlido.eu/data/open/",
  "identifier": [
    "https://hlido.eu/data/open/hlido-corpus.jsonl"
  ],
  "keywords": [
    "AI agents",
    "agent evaluation",
    "trust and safety",
    "claim verification",
    "EU AI Act",
    "Article 50 transparency",
    "MCP",
    "agent reliability"
  ],
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "isAccessibleForFree": true,
  "creator": {
    "@type": "Organization",
    "name": "Hlido",
    "url": "https://hlido.eu",
    "email": "ankit@hlido.eu"
  },
  "publisher": {
    "@type": "Organization",
    "name": "Hlido",
    "url": "https://hlido.eu"
  },
  "dateModified": "2026-07-29",
  "temporalCoverage": "2026-03-21/2026-07-29",
  "version": "1.1",
  "variableMeasured": [
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      "@type": "PropertyValue",
      "name": "score",
      "description": "Laddoo score, 0-100 (weights private)"
    },
    {
      "@type": "PropertyValue",
      "name": "tier",
      "description": "VITAL / STEADY / FADING / FLATLINE"
    },
    {
      "@type": "PropertyValue",
      "name": "claims[].verdict",
      "description": "pass / fail / unverified per marketing claim"
    },
    {
      "@type": "PropertyValue",
      "name": "art50.band",
      "description": "EU AI Act Art-50 transparency band"
    },
    {
      "@type": "PropertyValue",
      "name": "incident_count",
      "description": "incidents recorded against this agent"
    },
    {
      "@type": "PropertyValue",
      "name": "last_tested",
      "description": "ISO date the verdict was established"
    }
  ],
  "distribution": [
    {
      "@type": "cr:FileObject",
      "@id": "hlido-corpus.jsonl",
      "name": "hlido-corpus.jsonl",
      "description": "One evaluated agent per line (JSON Lines).",
      "contentUrl": "https://hlido.eu/data/open/hlido-corpus.jsonl",
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  "sameAs": [
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  "recordSet": [
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      "@type": "cr:RecordSet",
      "@id": "review",
      "name": "review",
      "description": "One independent Hlido evaluation of an AI agent or agentic tool.",
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          "@type": "cr:Field",
          "@id": "review/slug",
          "name": "slug",
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          "dataType": "sc:Text",
          "source": {
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            },
            "extract": {
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          }
        },
        {
          "@type": "cr:Field",
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          "name": "name",
          "description": "Product name.",
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              "@id": "hlido-corpus.jsonl"
            },
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              "@id": "hlido-corpus.jsonl"
            },
            "extract": {
              "column": "category"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "review/score",
          "name": "score",
          "description": "Laddoo score 0-100.",
          "dataType": "sc:Integer",
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              "@id": "hlido-corpus.jsonl"
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            "extract": {
              "column": "score"
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          }
        },
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          "@id": "review/tier",
          "name": "tier",
          "description": "VITAL / STEADY / FADING / FLATLINE.",
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            },
            "extract": {
              "column": "review_url"
            }
          }
        },
        {
          "@type": "cr:Field",
          "@id": "review/scorecard_url",
          "name": "scorecard_url",
          "description": "Machine-readable scorecard JSON.",
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            },
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              "column": "scorecard_url"
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          }
        },
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          "@id": "review/incident_count",
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}