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JSON-NLP.schema.json
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JSON-NLP.schema.json
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{
"$schema": "http://json-schema.org/draft-07/schema#",
"title": "The JSON-NLP Schema",
"type": "object",
"definitions": {
"meta": {
"type": "object",
"additionalProperties": false,
"required": ["DC.conformsTo"],
"properties": {
"DC.conformsTo": {
"type": "string",
"description": "The JSON-NLP Schema Version",
"pattern": "^\\d+\\.\\d+(\\.\\d+)*$"
},
"DC.source": {
"type": "string",
"description": "The NLP system from which this document was created",
"examples": [
"CoreNLP",
"SpaCy"
],
"pattern": "^(.+)$"
},
"DC.created": {
"type": "string",
"description": "The parse time of the document, in ISO 8601 format",
"examples": [
"2018-11-09T13:03:27.789244"
],
"pattern": "^(.+)$"
},
"DC.date": {
"type": "string",
"description": "The time of the most recent modification to the document, in ISO 8601 format",
"examples": [
"2018-11-09T13:05:27.789244"
],
"pattern": "^(.+)$"
},
"DC.creator": {
"type": "string",
"description": "The person at whose behest the document was parsed",
"examples": [
"Jane Smith"
],
"pattern": "^(.+)$"
},
"DC.publisher": {
"type": "string",
"description": "Organization associated with this parse",
"examples": [
"Indiana University"
],
"pattern": "^(.+)$"
},
"DC.title": {
"type": "string",
"description": "The title of the document parsed",
"examples": [
"Dublin Core",
"dhsjuy5.txt"
],
"pattern": "^(.+)$"
},
"DC.description": {
"type": "string",
"examples": [
"A website providing a metadata standard"
],
"pattern": "^(.+)$"
},
"DC.identifier": {
"type": "string",
"description": "Complete reference to the original document that was parsed",
"examples": [
"http://www.dublincore.org",
"file:///dhsjuy5.txt"
],
"pattern": "^(.+)$"
},
"DC.language": {
"type": "string",
"description": "ISO 639-1 or 639-2 language specification",
"examples": [
"en, eng, dud (B)"
],
"pattern": "^[a-z]{2}([a-z]( \\([BT]\\)?))?$"
},
"DC.subject" : {
"type": "string"
},
"DC.contributors" : {
"type": "string"
},
"DC.type" : {
"type": "string"
},
"DC.format" : {
"type": "string"
},
"DC.relation" : {
"type": "string"
},
"DC.coverage" : {
"type": "string"
},
"DC.rights" : {
"type": "string"
},
"counts": {
"type": "object",
"additionalProperties": false,
"properties": {
"tokens": {
"type": "integer"
},
"sentences": {
"type": "integer"
},
"clauses": {
"type": "integer"
},
"paragraphs": {
"type": "integer"
},
"documents": {
"type": "integer"
},
"entities": {
"type": "integer"
}
}
}
}
},
"tokenIdList": {
"type": "array",
"description": "Token id lists cannot be empty",
"minItems": 1,
"uniqueItems": true,
"items": {
"type": "integer"
}
},
"tokenIdsWithHead": {
"type": "object",
"additionalProperties": false,
"required": [
"head",
"tokens"
],
"properties": {
"head": {
"type": "integer"
},
"tokens": {
"$ref": "#/definitions/tokenIdList"
}
}
},
"grammar": {
"type": "object",
"required": ["head", "semantic", "phrase"],
"additionalProperties": false,
"properties": {
"head": {
"type": "integer"
},
"semantic": {
"$ref": "#/definitions/tokenIdList"
},
"phrase": {
"$ref": "#/definitions/tokenIdList"
}
}
},
"nodeIdList": {
"type": "array",
"description": "Node id lists can be empty",
"uniqueItems": true,
"items": {
"type": "integer"
}
},
"scores": {
"description": "Confidence levels of a particular attribute",
"type": "object",
"patternProperties": {
"^[A-Za-z]+$": {
"type": "number"
}
},
"additionalProperties": false
},
"features": {
"description": "Linguistic features, corresponding to the CoNLL format",
"type": "object",
"patternProperties": {
"^[A-Z0-9][A-Z0-9a-z]*(\\[[a-z0-9]+\\])?$": {
"type": "string",
"pattern": "^[A-Z0-9][a-zA-Z0-9]*$"
}
},
"additionalProperties": false
},
"misc": {
"description": "Miscellaneous features, corresponding to the CoNLL format",
"type": "object",
"patternProperties": {
"^[A-Z0-9][A-Z0-9a-z]*(\\[[a-z0-9]+\\])?$": {
"type": "string",
"pattern": "^[A-Z0-9][a-zA-Z0-9]*$"
}
},
"additionalProperties": false
},
"label": {
"type": "object",
"required": ["type", "label"],
"additionalProperties": false,
"properties": {
"type": {
"type": "string"
},
"label": {
"type": "string"
},
"scores": {
"$ref": "#/definitions/scores"
}
}
},
"labels": {
"description": "Classification labels applied to a given section",
"type": "array",
"minItems": 1,
"items": {
"$ref": "#/definitions/label"
}
},
"embeddings": {
"description": "Allow for embeddings from multiple sources",
"type": "array",
"items": {
"type": "object",
"required": [
"vector",
"model"
],
"additionalProperties": false,
"properties": {
"vector": {
"type": "array",
"items": {
"type": "number"
}
},
"model": {
"type": "string",
"description": "Which model, language, version are these embeddings from?",
"examples": [
"USE",
"Skip-Thought",
"GloVe"
]
}
}
}
}
},
"required": ["documents"],
"additionalProperties": false,
"properties": {
"meta": {
"$ref": "#/definitions/meta"
},
"conll": {
"description": "Metadata for parsing to and from CoNLL formats",
"type": "object",
"additionalProperties": false,
"properties": {
"sentence_ids": {
"description": "Are sentence IDs provided for each sentence",
"type": "boolean",
"default": false
}
}
},
"documents": {
"$id": "#/properties/documents",
"type": "object",
"additionalProperties": {
"type": "object",
"additionalProperties": false,
"required": ["tokenList"],
"properties": {
"id": {
"type": "string",
"description": "Document ID",
"pattern": "^.+$"
},
"meta": {
"$ref": "#/definitions/meta"
},
"text": {
"$id": "#/properties/documents/text",
"type": "string",
"description": "The unprocessed text of the document",
"examples": [
"I fed my dog yesterday. He is the best."
],
"pattern": "^(.+)$"
},
"embeddings": {
"$ref": "#/definitions/embeddings"
},
"features": {
"$ref": "#/definitions/features"
},
"scores": {
"$ref": "#/definitions/scores"
},
"labels": {
"$ref": "#/definitions/labels"
},
"paragraphs": {
"$id": "#/properties/documents/paragraphs",
"type": "object",
"additionalProperties": {
"type": "object",
"required": [
"id",
"tokens"
],
"additionalProperties": false,
"properties": {
"id": {
"type": "integer",
"description": "Unique paragraph ID"
},
"conllId": {
"type": "string",
"description": "Unique paragraph ID"
},
"tokens": {
"$ref": "#/definitions/tokenIdList"
},
"embeddings": {
"$ref": "#/definitions/embeddings"
},
"features": {
"$ref": "#/definitions/features"
},
"scores": {
"$ref": "#/definitions/scores"
},
"labels": {
"$ref": "#/definitions/labels"
}
}
}
},
"sentences": {
"$id": "#/properties/documents/sentences",
"type": "object",
"additionalProperties": {
"type": "object",
"required": [
"tokenFrom",
"tokenTo"
],
"additionalProperties": false,
"properties": {
"id": {
"type": "integer",
"description": "Unique sentence ID"
},
"conllId": {
"type": "string",
"description": "Unique sentence ID"
},
"text": {
"type": "string",
"description": "The text of this sentence"
},
"translations": {
"type": "array",
"items": {
"type": "object",
"required": [
"lang",
"text"
],
"additionalProperties": false,
"properties": {
"lang": {
"type": "string",
"description": "Two-character language code",
"pattern": "[a-z]{2}"
},
"text": {
"type": "string"
}
}
}
},
"tense": {
"type": "string",
"pattern": "^(past|present|future|past-perfect|future-perfect)$"
},
"transitivity": {
"type": "string",
"pattern": "^(transitive|intransitive|ditransitive)$"
},
"negated": {
"type": "boolean",
"default": false
},
"root": {
"description": "Token id corresponding to the root",
"type": "integer"
},
"mainVerb": {
"$ref": "#/definitions/grammar"
},
"subject": {
"$ref": "#/definitions/grammar"
},
"object": {
"$ref": "#/definitions/grammar"
},
"indirectObject": {
"$ref": "#/definitions/grammar"
},
"tokenFrom": {
"type": "integer",
"description": "Start token, inclusive"
},
"tokenTo": {
"type": "integer",
"description": "End token, exclusive"
},
"tokens": {
"$ref": "#/definitions/tokenIdList"
},
"labels": {
"$ref": "#/definitions/labels"
},
"complex": {
"type": "boolean",
"default": false
},
"compound": {
"type": "boolean",
"default": false
},
"fragment": {
"type": "boolean",
"default": false
},
"type": {
"type": "string",
"pattern": "^(interrogative|alternative_question|declarative_question|direct_question|indirect_question|display_question|echo_question|embedded_question|hypophora|leading_question|declarative|rhetorical_question|tag_question|wh_question|whimperative|yes_no_question)$"
},
"embeddings": {
"$ref": "#/definitions/embeddings"
},
"features": {
"$ref": "#/definitions/features"
},
"scores": {
"$ref": "#/definitions/scores"
}
}
}
},
"clauses": {
"$id": "#/properties/documents/clauses",
"type": "object",
"additionalProperties": {
"type": "object",
"required": [
"id",
"sentenceId",
"type",
"root",
"tokens"
],
"additionalProperties": false,
"properties": {
"id": {
"type": "integer"
},
"sentenceId": {
"type": "integer",
"description": "Reference to the containing sentence"
},
"parentClauseId": {
"type": "integer",
"description": "Reference to the containing clause"
},
"tense": {
"type": "string",
"pattern": "^(past|present|future|past-perfect|future-perfect)$"
},
"type": {
"type": "string",
"pattern": "^(matrix|complement|relative|adverbial|adjectival|subject)$"
},
"transitivity": {
"type": "string",
"pattern": "^(transitive|intransitive|ditransitive)$"
},
"negated": {
"type": "boolean",
"default": false
},
"mainVerb": {
"$ref": "#/definitions/grammar"
},
"subject": {
"$ref": "#/definitions/grammar"
},
"object": {
"$ref": "#/definitions/grammar"
},
"indirectObject": {
"$ref": "#/definitions/grammar"
},
"root": {
"description": "Token id corresponding to the root",
"type": "integer"
},
"tokens": {
"type": "array",
"items": {
"type": "integer"
}
},
"features": {
"$ref": "#/definitions/features"
},
"embeddings": {
"$ref": "#/definitions/embeddings"
},
"scores": {
"$ref": "#/definitions/scores"
},
"labels": {
"$ref": "#/definitions/labels"
}
}
}
},
"tokenList": {
"$id": "#/properties/documents/tokenList",
"type": "object",
"description": "A mapping of tokens objects in the document",
"additionalProperties": {
"$id": "#/properties/documents/tokenList/items",
"type": "object",
"description": "A single token",
"required": [
"id",
"text"
],
"additionalProperties": false,
"properties": {
"id": {
"type": "integer",
"description": "Token ids start from 1, and are cumulative for the entire document.",
"minimum": 1
},
"text": {
"type": "string",
"description": "The character string consisting of the token text",
"examples": [
"This",
"is",
"a",
"schema"
],
"pattern": "^(.+)$"
},
"features": {
"$ref": "#/definitions/features"
},
"misc": {
"$ref": "#/definitions/misc"
},
"scores": {
"$ref": "#/definitions/scores"
},
"lemma": {
"type": "string",
"pattern": "^(.+)$"
},
"stem": {
"type": "string",
"pattern": "^(.+)$"
},
"characterOffsetBegin": {
"type": "integer",
"description": "The inclusive character index in the sentence where this token begins"
},
"characterOffsetEnd": {
"type": "integer",
"description": "The exclusive character index in the sentence where this token ends"
},
"upos": {
"type": "string",
"description": "Universal part of speech tag",
"examples": [
"Noun",
"Verb"
],
"pattern": "^(.+)$"
},
"xpos": {
"type": "string",
"description": "Language-specific part of speech tag",
"examples": [
"NNP",
"VBZ"
],
"pattern": "^(.+)$"
},
"morphemes": {
"type": "array",
"minItems": 1,
"uniqueItems": true,
"items": {
"type": "string"
}
},
"shape": {
"type": "string",
"description": "Token shape",
"examples": ["Xxx", "xXxxX"],
"pattern": "^[xX]+$"
},
"entity": {
"type": "string",
"description": "The Named Entity label",
"examples": [
"GPE",
"PERSON",
"EMAIL"
]
},
"entity_iob": {
"type": "string",
"description": "The Named Entity IOB Schema",
"examples": [
"I",
"O",
"B"
],
"pattern": "^[IOB]$"
},
"lang": {
"type": "string",
"description": "ISO 639-2 language code",
"pattern": "^[a-z]{2,3}$"
},
"speaker": {
"type": "string",
"examples": [
"S1",
"S2"
]
},
"synsets": {
"type": "object",
"additionalProperties": {
"type": "object",
"required": ["wordnetId"],
"additionalProperties": false,
"properties": {
"scores": {
"$ref": "#/definitions/scores"
},
"wordnetId": {
"type": "string",
"examples": [
"bank.n.01",
"bank.v.02"
],
"pattern": "^[a-z_]+\\.[a-z]\\.\\d{2}$"
},
"neighbors": {
"type": "array",
"items": {
"type": "string"
}
},
"synonyms": {
"type": "array",
"items": {
"type": "string"
}
},
"antonyms": {
"type": "array",
"items": {
"type": "string"
}
},
"hypernyms": {
"type": "array",
"items": {
"type": "string"
}
},
"hyponyms": {
"type": "array",
"items": {
"type": "string"
}
},
"examples": {
"type": "array",
"items": {
"type": "string"
}
},
"definition": {
"type": "string"
}
}
}
},
"verbFrames": {
"type": "object",
"additionalProperties": {
"type": "object",
"required": ["classId"],
"additionalProperties": true,
"properties": {
"classId": {
"type": "string"
}
}
}
},
"frames": {
"type": "object",
"additionalProperties": {
"type": "object",
"required": ["name", "frameId"],
"additionalProperties": true,
"properties": {
"name": {
"type": "string"
},
"frameId": {
"type": "string"
}
}
}
},
"embeddings": {
"$ref": "#/definitions/embeddings"
},
"characterEmbeddings": {
"$id": "#/properties/documents/tokenList/items/properties/characterEmbeddings",
"type": "array",
"description": "Store character embeddings as 2D matrix",
"items": {
"type": "object",
"additionalProperties": false,
"required": [
"vector"
],
"properties": {
"model": {
"type": "string",
"pattern": "^(.+)$"
},
"vector": {
"type": "array",
"items": {
"type": "array",
"items": {
"type": "number"
}
}
}
}
}
},
"labels": {
"$ref": "#/definitions/labels"
}
}
}
},
"dependencies": {
"$id": "#/properties/documents/dependencies",
"description": "Dependency graphs of any style",
"type": "array",
"items": {
"type": "object",
"additionalProperties": false,
"required": ["arcs", "style"],
"properties": {
"style": {
"type": "string",
"examples": ["collapsed", "universal", "enhanced", "enhanced++"]
},
"arcs": {
"type": "object",
"description": "A mapping of dependent token id to a list of governors",
"additionalProperties": {
"type": "array",
"items": {
"type": "object",
"required": [
"sentenceId",
"label",
"governor"
],
"additionalProperties": false,
"properties": {
"sentenceId": {
"type": "integer"
},
"label": {
"type": "string",
"examples": ["nsubj"]
},
"governor": {
"type": "integer",
"description": "Token Id corresponding to the governor"
},
"dependent": {
"type": "integer",
"description": "Token Id corresponding to the dependent"
},
"scores": {
"$ref": "#/definitions/scores"
}
}
}
}
}
}
}
},
"coreferences": {
"$id": "#/properties/documents/coreferences",
"type": "array",
"items": {
"type": "object",
"required": [
"id",
"representative",
"referents"
],
"additionalProperties": false,
"properties": {
"id": {
"type": "integer"
},
"scores": {
"$ref": "#/definitions/scores"
},
"representative": {
"type": "object",
"additionalProperties": false,
"required": [
"head",
"tokens"
],
"properties": {
"head": {
"type": "integer"
},
"entity": {
"type": "string",
"description": "What type of entity is this",
"examples": ["PERSON", "GPE"],
"pattern": ".+"
},
"tokens": {
"$ref": "#/definitions/tokenIdList"
}
}
},
"referents": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": false,
"required": [
"head",
"tokens"
],
"properties": {
"head": {
"type": "integer"
},
"type": {
"type": "string",
"description": "What type of reference is this",
"examples": ["coreference", "anaphora"],
"pattern": ".+"
},
"tokens": {
"$ref": "#/definitions/tokenIdList"
}
}
}
}
}
}
},
"constituents": {
"$id": "#/properties/documents/constituents",
"type": "array",
"items": {
"type": "object",
"$id": "#/properties/documents/constituents",
"required": [
"sentenceId",
"labeledBracketing"
],
"additionalProperties": false,
"properties": {
"scores": {
"$ref": "#/definitions/scores"
},
"sentenceId": {
"type": "integer"
},
"labeledBracketing": {
"type": "string",
"examples": [
"(ROOT (S (NP (NP (NNP Charles) (NNP Bradford)) (, ,) (NP (NP (DT an) (NN analyst)) (PP (IN with) (NP (NNP Merrill) (NNP Lynch) (NNP Capital) (NNP Markets)))) (, ,)) (VP (VBD said) (SBAR (S (NP (NNP USX)) (VP (MD may) (VP (VB have) (VP (VBN received) (NP (NP (NNS orders)) (VP (VBN lost) (PP (IN by) (NP (NP (NNS competitors)) (SBAR (WHNP (WP who)) (S (VP (VBD were) (VP (VBN involved) (PP (IN in) (NP (NN labor) (NNS contracts))) (NP-TMP (RBR earlier) (DT this) (NN year)))))))))))))))) (. .)))"
],
"pattern": "^[(\\[]ROOT"
},
"enumeratedLabeledBracketing": {
"type": "string",
"examples": [
"(ROOT_0 (S_1 (NP_2 (NP_3 (NNP_4 Charles_5 ) (NNP_6 Bradford_7 )) (, ,) (NP (NP (DT an) (NN analyst)) (PP (IN with) (NP (NNP Merrill) (NNP Lynch) (NNP Capital) (NNP Markets)))) (, ,)) (VP (VBD said) (SBAR (S (NP (NNP USX)) (VP (MD may) (VP (VB have) (VP (VBN received) (NP (NP (NNS orders)) (VP (VBN lost) (PP (IN by) (NP (NP (NNS competitors)) (SBAR (WHNP (WP who)) (S (VP (VBD were) (VP (VBN involved) (PP (IN in) (NP (NN labor) (NNS contracts))) (NP-TMP (RBR earlier) (DT this) (NN year)))))))))))))))) (. .)))"
],
"pattern": "^[(\\[]ROOT_0"
},
"nodes": {
"type": "array",
"items": {
"type": "object",
"required": [
"id",
"tokenId",
"label",
"children"
],
"additionalProperties": false,
"properties": {
"id": {
"type": "integer",
"description": "Enumerated id of this node"
},
"tokenId": {
"description": "-1 if not a token",
"type": "integer"
},
"label": {
"type": "string",
"description": "The syntactic label of this node. Blank if a token",
"examples": [
"ROOT",
"",
"NNP"
]
},
"children": {
"$ref": "#/definitions/nodeIdList"
},
"dominates": {
"$ref": "#/definitions/nodeIdList"
},
"precedes": {
"$ref": "#/definitions/nodeIdList"
},
"scopes": {
"$ref": "#/definitions/nodeIdList"
},
"cCommands": {
"$ref": "#/definitions/nodeIdList"
},
"mCommands": {
"$ref": "#/definitions/nodeIdList"
},
"binds": {
"$ref": "#/definitions/nodeIdList"
},