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croissant/inverse_relations_croissant.json

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+{
+  "@context": {
+    "@language": "en",
+    "@vocab": "https://schema.org/",
+    "citeas": "cr:citeAs",
+    "column": "cr:column",
+    "conformsTo": "cr:conformsTo",
+    "cr": "http://mlcommons.org/croissant/",
+    "data": { "@id": "cr:data", "@type": "@json" },
+    "dataType": { "@id": "cr:dataType", "@type": "@vocab" },
+    "extract": "cr:extract",
+    "field": "cr:field",
+    "fileObject": "cr:fileObject",
+    "fileSet": "cr:fileSet",
+    "format": "cr:format",
+    "includes": "cr:includes",
+    "isLiveDataset": "cr:isLiveDataset",
+    "jsonPath": "cr:jsonPath",
+    "key": "cr:key",
+    "md5": "cr:md5",
+    "parentField": "cr:parentField",
+    "path": "cr:path",
+    "recordSet": "cr:recordSet",
+    "references": "cr:references",
+    "reltype": "cr:reltype",
+    "sc": "https://schema.org/",
+    "source": "cr:source",
+    "structure": "cr:structure",
+    "variable": "cr:variable"
+  },
+  "@type": "sc:Dataset",
+  "name": "InverseRelationsBenchmark",
+  "description": "Comprehensive benchmark including FewRel and TekGen datasets with original entity mentions and artificial 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": "artificial_fewrel",
+      "name": "artificial_fewrel_inverse.json",
+      "contentUrl": "artificial_fewrel_inverse.json",
+      "encodingFormat": "application/json"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "original_tekgen",
+      "name": "original_tekgen_inverse.json",
+      "contentUrl": "original_tekgen_inverse.json",
+      "encodingFormat": "application/json"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "artificial_tekgen",
+      "name": "artificial_tekgen_inverse.json",
+      "contentUrl": "artificial_tekgen_inverse.json",
+      "encodingFormat": "application/json"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "fewrel_meta",
+      "name": "fewrel_inverse_relations.json",
+      "contentUrl": "fewrel_inverse_relations.json",
+      "encodingFormat": "application/json"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "tekgen_meta",
+      "name": "tekgen_relations.json",
+      "contentUrl": "tekgen_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": "$[*].tail" } }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "relation_prop_wiki",
+          "description": "Full Wikidata URI properties for the relation.",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "original_fewrel" }, "extract": { "jsonPath": "$[*].relation_prop_wiki" } }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "artificial_data",
+          "description": "Mapping of Original to Artifical entity names.",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "artificial_fewrel" }, "extract": { "jsonPath": "$[*].artificial_data" } }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "name": "tekgen_records",
+      "description": "Records from the TekGen dataset distribution.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "name": "id",
+          "description": "Unique record identifier.",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "original_tekgen" }, "extract": { "jsonPath": "$[*].id" } }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "head_to_tail",
+          "description": "Relation string (e.g., 'creator').",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "original_tekgen" }, "extract": { "jsonPath": "$[*].head_to_tail" } }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "tail_to_head",
+          "description": "Inverse relation string.",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "original_tekgen" }, "extract": { "jsonPath": "$[*].tail_to_head" } }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "sent",
+          "description": "Full sentence string.",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "original_tekgen" }, "extract": { "jsonPath": "$[*].sent" } }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "head",
+          "description": "Head entity name.",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "original_tekgen" }, "extract": { "jsonPath": "$[*].head" } }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "tail",
+          "description": "Tail entity name.",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "original_tekgen" }, "extract": { "jsonPath": "$[*].tail" } }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "artificial_data",
+          "description": "Substituted entity names for TekGen.",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "artificial_tekgen" }, "extract": { "jsonPath": "$[*].artificial_data" } }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "name": "relation_metadata",
+      "description": "Merged metadata for FewRel property IDs and TekGen relation strings.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "name": "relation_identifier",
+          "description": "The P-ID for FewRel or the name for TekGen.",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "fewrel_meta" }, "extract": { "jsonPath": "$[*].pid" } }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "description",
+          "description": "Semantic definition of the relation.",
+          "dataType": "sc:Text",
+          "source": { "fileObject": { "@id": "tekgen_meta" }, "extract": { "jsonPath": "$.*.[inverse].description" } }
+        }
+      ]
+    }
+  ]
+}

fewrel_inverse_relations.json

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+[
+    {
+        "pid":"P25",
+        "name":"mother",
+        "definition":"female parent of the subject. For stepmother, use \"stepparent\" (P3448)"
+    },
+    {
+        "pid":"P22",
+        "name":"father",
+        "definition":"male parent of the subject. For stepfather, use \"stepparent\" (P3448)"
+    },
+    {
+        "pid":"P156",
+        "name":"followed by",
+        "definition":"immediately following item in a series of which the subject is a part [if the subject has been replaced, e.g. political offices, use \"replaced by\" (P1366)]"
+    },
+    {
+        "pid":"P155",
+        "name":"follows",
+        "definition":"immediately prior item in a series of which the subject is a part [if the subject has replaced the preceding item, e.g. political offices, use \"replaces\" (P1365)]"
+    },
+    {
+        "pid":"P527",
+        "name":"has part",
+        "definition":"part of this subject; inverse property of \"part of\" (P361). See also \"has parts of the class\" (P2670)."
+    },
+    {
+        "pid":"P3373",
+        "name":"sibling",
+        "definition":"the subject has the object as their sibling (brother, sister, etc.). Use \"relative\" (P1038) for siblings-in-law (brother-in-law, sister-in-law, etc.) and step-siblings (step-brothers, step-sisters, etc.)"
+    },
+    {
+        "pid":"P40",
+        "name":"child",
+        "definition":"subject has object as biological, foster, and\/or adoptive child"
+    },
+    {
+        "pid":"P361",
+        "name":"part of",
+        "definition":"object of which the subject is a part (it's not useful to link objects which are themselves parts of other objects already listed as parts of the subject). Inverse property of \"has part\" (P527, see also \"has parts of the class\" (P2670))."
+    }
+]

tekgen_relations.json

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+{
+    "astronaut mission":
+    {
+        "inverse":
+        {
+            "name":"crew member",
+            "description":"person that participated operating or serving aboard this vehicle"
+        },
+        "description":"space mission that the subject is or has been a member of (do not include future missions)"
+    },
+
+    "next higher rank":
+    {
+        "inverse":
+        {
+            "name":"next lower rank",
+            "description":"lower rank or level in a ranked hierarchy like sport league, military ranks. If there are several possible, list each one and qualify with criterion used, avoid using ranks and date qualifiers. For sports leagues/taxa, use specific properties instead."
+        },
+        "description":"higher rank or level in a ranked hierarchy like sport league, military ranks. If there are several possible, list each one and qualify with criterion used, avoid using ranks and date qualifiers. For sports leagues/taxa, use specific properties instead"
+    },
+    "candidacy in election":
+    {
+        "inverse":
+        {
+            "name":"candidate",
+            "description":"person or party that is an option for an office in this election"
+        },
+        "description":"election where the subject is a candidate"
+    },
+    "taxon synonym":
+    {
+        "inverse":
+        {
+            "name":"taxon synonym of",
+            "description":"name considered a preferred name, of which this item's taxon name is a synonym"
+        },
+        "description":"name listed as synonym of this item's taxon name"
+    },
+    "characters":
+    {
+        "inverse":
+        {
+            "name":"present in work",
+            "description":"this (fictional or fictionalized) entity, place, or person appears in that work as part of the narration (use P2860 for works citing other works, P361/P1433 for works being part of other works, P1343 for entities described in non-fictional accounts)"
+        },
+        "description":"characters which appear in this item (like plays, operas, operettas, books, comics, films, TV series, video games)"
+    },
+    "creator":
+    {
+        "inverse":
+        {
+            "name":"notable work",
+            "description":"notable scientific, artistic or literary work, or other work of significance among subject's works"
+        },
+        "description":"maker of this creative work or other object (where no more specific property exists)"
+    },
+    "coach of sports team":
+    {
+        "inverse":
+        {
+            "name":"head coach",
+            "description":"on-field manager or head coach of a sports club (not to be confused with a general manager P505, which is not a coaching position) or person"
+        },
+        "description":"sports club or team for which this person is or was on-field manager or coach"
+    },
+    "depicts":
+    {
+        "inverse":
+        {
+            "name":"depicted by",
+            "description":"object depicting this subject (object being creative works such as books, films, paintings)"
+        },
+        "description":"entity visually depicted in an image, literarily described in a work, or otherwise incorporated into an audiovisual or other medium; see also P921, 'main subject'"
+    },
+    "part of":
+    {
+        "inverse":
+        {
+            "name":"has part",
+            "description":"part of this subject; inverse property of part of (P361). See also has parts of the class (P2670)."
+        },
+        "description":"object of which the subject is a part (if this subject is already part of object A which is a part of object B, then please only make the subject part of object A), inverse property of has part (P527, see also has parts of the class (P2670))"
+    },
+    "position held":
+    {
+        "inverse":
+        {
+            "name":"officeholder",
+            "description":"persons who hold and/or held the position"
+        },
+        "description":"subject currently or formerly holds the object position or public office"
+    },
+    "cast member":
+    {
+        "inverse":
+        {
+            "name":"character role",
+            "description":"specific role played or filled by subject -- use only as qualifier of cast member (P161), voice actor (P725)"
+        },     
+        "description":"actor in the subject production [use character role (P453) and/or name of the character role (P4633) as qualifiers] [use voice actor (P725) for voice-only role] - [use recorded participant (P11108) for non-fiction productions]"
+    },
+    "followed by":
+    {
+        "inverse":
+        {
+            "name":"follows",
+            "description":"immediately prior item in a series of which the subject is a part, preferably use as qualifier of P179 [if the subject has replaced the preceding item, e.g. political offices, use replaces (P1365)]"
+        },
+        "description":"immediately following item in a series of which the subject is a part, preferably use as qualifier of P179 [if the subject has been replaced, e.g. political offices, use replaced by (P1366)]"
+    },
+    "based on":
+    {
+        "inverse":
+        {
+            "name":"derivative work",
+            "description":"new work of art (film, book, software, etc.) derived from major part of this work"
+        },
+        "description":"the work(s) or inputs used as the basis for subject item; for fictional analog use P1074"
+    },
+    "commanded by":
+    {
+        "inverse":
+        {
+            "name":"commander of",
+            "description":"for persons who are notable as commanding officers, the units they commanded"
+        },
+        "description":"commander of a military unit/army/security service, operation, etc."
+    },
+    "reservoir created":
+    {
+        "inverse":
+        {
+            "name":"dam",
+            "description":"construction impounding this watercourse or creating this reservoir"
+        },
+        "description":"reservoir created upstream of a dam by this dam"
+    },
+    "Habitat":
+    {
+        "inverse":
+        {
+            "name":"taxon found at location",
+            "description":"plant or animals taxon described as present in location, not countries or first-level subnational entities. Requires reference. Ref should cover a limited number of taxa for specific location."
+        },
+        "description":"the natural environment in which an organism lives, or the physical environment that surrounds a species population"
+    }
+}