metadata.txt

{
  "@context": {
    "@language": "en",
    "@vocab": "https://schema.org/",
    "cr": "http://mlcommons.org/croissant/",
    "sc": "https://schema.org/",
    "conformsTo": "cr:conformsTo",
    "dataType": { "@id": "cr:dataType", "@type": "@vocab" },
    "extract": "cr:extract",
    "fileObject": "cr:fileObject",
    "field": "cr:field",
    "jsonPath": "cr:jsonPath",
    "recordSet": "cr:recordSet",
    "source": "cr:source"
  },
  "@type": "sc:Dataset",
  "name": "InverseRelationsBenchmark",
  "description": "Benchmark based on FewRel with original entity mentions and synthetic substitutions for robustness testing.",
  "conformsTo": "http://mlcommons.org/croissant/1.0",
  "distribution": [
    {
      "@type": "cr:FileObject",
      "@id": "#original_fewrel",
      "name": "original_fewrel_inverse.json",
      "contentUrl": "original_fewrel_inverse.json",
      "encodingFormat": "application/json"
    },
    {
      "@type": "cr:FileObject",
      "@id": "#synthetic_fewrel",
      "name": "synthetic_fewrel_inverse.json",
      "contentUrl": "synthetic_fewrel_inverse.json",
      "encodingFormat": "application/json"
    },
    {
      "@type": "cr:FileObject",
      "@id": "#fewrel_meta",
      "name": "fewrel_inverse_relation_descriptions",
      "contentUrl": "fewrel_inverse_relations.json",
      "encodingFormat": "application/json"
    }
  ],
  "recordSet": [
    {
      "@type": "cr:RecordSet",
      "name": "fewrel_records",
      "description": "Records from the FewRel dataset distribution.",
      "field": [
        {
          "@type": "cr:Field",
          "name": "head_to_tail",
          "description": "The relation ID from head to tail.",
          "dataType": "sc:Text",
          "source": {
            "fileObject": { "@id": "#original_fewrel" },
            "extract": { "jsonPath": "$[*].head_to_tail" }
          }
        },
        {
          "@type": "cr:Field",
          "name": "tail_to_head",
          "description": "The inverse relation ID.",
          "dataType": "sc:Text",
          "source": {
            "fileObject": { "@id": "#original_fewrel" },
            "extract": { "jsonPath": "$[*].tail_to_head" }
          }
        },
        {
          "@type": "cr:Field",
          "name": "tokens",
          "description": "Tokenized sentence representation.",
          "dataType": "sc:Text",
          "source": {
            "fileObject": { "@id": "#original_fewrel" },
            "extract": { "jsonPath": "$[*].tokens" }
          }
        },
        {
          "@type": "cr:Field",
          "name": "head",
          "description": "Array containing [label, Wikidata ID, token indices] for the head entity.",
          "dataType": "sc:Text",
          "source": {
            "fileObject": { "@id": "#original_fewrel" },
            "extract": { "jsonPath": "$[*].head" }
          }
        },
        {
          "@type": "cr:Field",
          "name": "tail",
          "description": "Array containing [label, Wikidata ID, token indices] for the tail entity.",
          "dataType": "sc:Text",
          "source": {
            "fileObject": { "@id": "#original_fewrel" },
            "extract": { "jsonPath": "$[*].tail" }
          }
        },
        {
          "@type": "cr:Field",
          "name": "artificial_data",
          "description": "Mapping of original to synthetic entity names.",
          "dataType": "sc:Text",
          "source": {
            "fileObject": { "@id": "#synthetic_fewrel" },
            "extract": { "jsonPath": "$[*].artificial_data" }
          }
        }
      ]
    },
    {
      "@type": "cr:RecordSet",
      "name": "relation_metadata",
      "description": "Metadata for FewRel property IDs.",
      "field": [
        {
          "@type": "cr:Field",
          "name": "pid",
          "description": "The Wikidata property ID for the FewRel relation.",
          "dataType": "sc:Text",
          "source": {
            "fileObject": { "@id": "#fewrel_meta" },
            "extract": { "jsonPath": "$[*].pid" }
          }
        },
        {
          "@type": "cr:Field",
          "name": "name",
          "description": "The name of the relation.",
          "dataType": "sc:Text",
          "source": {
            "fileObject": { "@id": "#fewrel_meta" },
            "extract": { "jsonPath": "$[*].name" }
          }
        },
        {
          "@type": "cr:Field",
          "name": "definition",
          "description": "Semantic definition of the relation.",
          "dataType": "sc:Text",
          "source": {
            "fileObject": { "@id": "#fewrel_meta" },
            "extract": { "jsonPath": "$[*].definition" }
          }
        }
      ]
    }
  ]
}