package edu.stanford.nlp.pipeline

Get desktop application:
View/edit binary Protocol Buffers messages

A coreference chain. These fields are not *really* optional. CoreNLP will crash without them.

Used in: Document

• required int32 chainID = 1

• repeated CorefChain.CorefMention mention = 2

• required uint32 representative = 3

Used in: CorefChain

• optional int32 mentionID = 1

• optional string mentionType = 2

• optional string number = 3

• optional string gender = 4

• optional string animacy = 5

• optional uint32 beginIndex = 6

• optional uint32 endIndex = 7

• optional uint32 headIndex = 9

• optional uint32 sentenceIndex = 10

• optional uint32 position = 11

  the second element of position

A dependency graph representation.

Used in: RelationTriple, Sentence

• repeated DependencyGraph.Node node = 1

• repeated DependencyGraph.Edge edge = 2

• repeated uint32 root = 3

Used in: DependencyGraph

• required uint32 source = 1

• required uint32 target = 2

• optional string dep = 3

• optional bool isExtra = 4

• optional uint32 sourceCopy = 5

• optional uint32 targetCopy = 6

• optional Language language = 7

Used in: DependencyGraph

• required uint32 sentenceIndex = 1

• required uint32 index = 2

• optional uint32 copyAnnotation = 3

A document; that is, the equivalent of an Annotation.

• required string text = 1

• repeated Sentence sentence = 2

• repeated CorefChain corefChain = 3

• optional string docID = 4

• optional string docDate = 7

• optional uint64 calendar = 8

• repeated Token sentencelessToken = 5

  * A peculiar field, for the corner case when a Document is serialized without any sentences. Otherwise

• repeated Quote quote = 6

• repeated NERMention mentions = 9

  * This field is for entity mentions across the document.

A representation of an entity in a relation. This corresponds to the EntityMention, and more broadly the ExtractionObject classes.

Used in: Relation, Sentence

• optional uint32 headStart = 6

• optional uint32 headEnd = 7

• optional string mentionType = 8

• optional string normalizedName = 9

• optional uint32 headTokenIndex = 10

• optional string corefID = 11

• optional string objectID = 1

  inherited from ExtractionObject

• optional uint32 extentStart = 2

• optional uint32 extentEnd = 3

• optional string type = 4

• optional string subtype = 5

  Implicit uint32 sentence @see implicit in sentence

Used in: Mention

• optional uint32 sentenceNum = 1

• optional uint32 tokenIndex = 2

• optional uint32 docID = 3

• optional uint32 copyCount = 4

An enumeration for the valid languages allowed in CoreNLP

Used in: DependencyGraph.Edge

• Unknown = 0

• Any = 1

• Arabic = 2

• Chinese = 3

• English = 4

• German = 5

• French = 6

• Hebrew = 7

• Spanish = 8

• UniversalEnglish = 9

A map from integers to strings. Used, minimally, in the CoNLLU featurizer

Used in: Token

• repeated uint32 key = 1

• repeated string value = 2

A map from strings to strings. Used, minimally, in the CoNLLU featurizer

Used in: Token

• repeated string key = 1

• repeated string value = 2

Used in: Sentence

• optional int32 mentionID = 1

• optional string mentionType = 2

• optional string number = 3

• optional string gender = 4

• optional string animacy = 5

• optional string person = 6

• optional uint32 startIndex = 7

• optional uint32 endIndex = 9

• optional uint32 headIndex = 10

• optional string headString = 11

• optional string nerString = 12

• optional uint32 originalRef = 13

• optional int32 goldCorefClusterID = 14

• optional int32 corefClusterID = 15

• optional uint32 mentionNum = 16

• optional uint32 sentNum = 17

• optional uint32 utter = 18

• optional uint32 paragraph = 19

• optional bool isSubject = 20

• optional bool isDirectObject = 21

• optional bool isIndirectObject = 22

• optional bool isPrepositionObject = 23

• optional bool hasTwin = 24

• optional bool generic = 25

• optional bool isSingleton = 26

• optional bool hasBasicDependency = 27

• optional bool hasEnhancedDepenedncy = 28

• optional bool hasContextParseTree = 29

• optional IndexedWord headIndexedWord = 30

• optional IndexedWord dependingVerb = 31

• optional IndexedWord headWord = 32

• optional SpeakerInfo speakerInfo = 33

• repeated IndexedWord sentenceWords = 50

• repeated IndexedWord originalSpan = 51

• repeated string dependents = 52

• repeated string preprocessedTerms = 53

• repeated int32 appositions = 54

• repeated int32 predicateNominatives = 55

• repeated int32 relativePronouns = 56

• repeated int32 listMembers = 57

• repeated int32 belongToLists = 58

An NER mention in the text

Used in: Document, Sentence

• optional uint32 sentenceIndex = 1

• required uint32 tokenStartInSentenceInclusive = 2

• required uint32 tokenEndInSentenceExclusive = 3

• required string ner = 4

• optional string normalizedNER = 5

• optional string entityType = 6

• optional Timex timex = 7

• optional string wikipediaEntity = 8

The seven informative Natural Logic relations

Used in: Polarity

• EQUIVALENCE = 0

• FORWARD_ENTAILMENT = 1

• REVERSE_ENTAILMENT = 2

• NEGATION = 3

• ALTERNATION = 4

• COVER = 5

• INDEPENDENCE = 6

A Natural Logic operator

Used in: Token

• required string name = 1

• required int32 quantifierSpanBegin = 2

• required int32 quantifierSpanEnd = 3

• required int32 subjectSpanBegin = 4

• required int32 subjectSpanEnd = 5

• required int32 objectSpanBegin = 6

• required int32 objectSpanEnd = 7

A syntactic parse tree, with scores.

Used in: Sentence

• repeated ParseTree child = 1

• optional string value = 2

• optional uint32 yieldBeginIndex = 3

• optional uint32 yieldEndIndex = 4

• optional double score = 5

• optional Sentiment sentiment = 6

The polarity of a word, according to Natural Logic

Used in: Token

• required NaturalLogicRelation projectEquivalence = 1

• required NaturalLogicRelation projectForwardEntailment = 2

• required NaturalLogicRelation projectReverseEntailment = 3

• required NaturalLogicRelation projectNegation = 4

• required NaturalLogicRelation projectAlternation = 5

• required NaturalLogicRelation projectCover = 6

• required NaturalLogicRelation projectIndependence = 7

A quotation marker in text

Used in: Document

• optional string text = 1

• optional uint32 begin = 2

• optional uint32 end = 3

• optional uint32 sentenceBegin = 5

• optional uint32 sentenceEnd = 6

• optional uint32 tokenBegin = 7

• optional uint32 tokenEnd = 8

• optional string docid = 9

• optional uint32 index = 10

A representation of a relation, mirroring RelationMention

Used in: Sentence

• repeated string argName = 6

• repeated Entity arg = 7

• optional string signature = 8

• optional string objectID = 1

  inherited from ExtractionObject

• optional uint32 extentStart = 2

• optional uint32 extentEnd = 3

• optional string type = 4

• optional string subtype = 5

  Implicit uint32 sentence @see implicit in sentence

An OpenIE relation triple. Created by the openie annotator.

Used in: Sentence

• optional string subject = 1

  The surface form of the subject

• optional string relation = 2

  The surface form of the relation (required)

• optional string object = 3

  The surface form of the object

• optional double confidence = 4

  The [optional] confidence of the extraction

• repeated TokenLocation subjectTokens = 13

  The tokens comprising the subject of the triple

• repeated TokenLocation relationTokens = 14

  The tokens comprising the relation of the triple

• repeated TokenLocation objectTokens = 15

  The tokens comprising the object of the triple

• optional DependencyGraph tree = 8

  The dependency graph fragment for this triple

• optional bool istmod = 9

  If true, this expresses an implicit tmod relation

• optional bool prefixBe = 10

  If true, this relation string is missing a 'be' prefix

• optional bool suffixBe = 11

  If true, this relation string is missing a 'be' suffix

• optional bool suffixOf = 12

  If true, this relation string is missing a 'of' prefix

The serialized version of a CoreMap representing a sentence.

Used in: Document

• repeated Token token = 1

• required uint32 tokenOffsetBegin = 2

• required uint32 tokenOffsetEnd = 3

• optional uint32 sentenceIndex = 4

• optional uint32 characterOffsetBegin = 5

• optional uint32 characterOffsetEnd = 6

• optional ParseTree parseTree = 7

• optional ParseTree binarizedParseTree = 31

• optional ParseTree annotatedParseTree = 32

• optional string sentiment = 33

• repeated ParseTree kBestParseTrees = 34

• optional DependencyGraph basicDependencies = 8

• optional DependencyGraph collapsedDependencies = 9

• optional DependencyGraph collapsedCCProcessedDependencies = 10

• optional DependencyGraph alternativeDependencies = 13

• repeated RelationTriple openieTriple = 14

  The OpenIE triples in the sentence

• repeated RelationTriple kbpTriple = 16

  The KBP triples in this sentence

• repeated SentenceFragment entailedSentence = 15

  The entailed sentences, by natural logic

• optional DependencyGraph enhancedDependencies = 17

• optional DependencyGraph enhancedPlusPlusDependencies = 18

• optional uint32 paragraph = 11

• optional string text = 12

  Only needed if we're only saving the sentence.

• optional bool hasRelationAnnotations = 51

  Fields set by other annotators in CoreNLP

• repeated Entity entity = 52

• repeated Relation relation = 53

• optional bool hasNumerizedTokensAnnotation = 54

• repeated NERMention mentions = 55

• repeated Mention mentionsForCoref = 56

• optional bool hasCorefMentionsAnnotation = 57

• optional string sentenceID = 58

  Useful when storing sentences (e.g. ForEach)

An entailed sentence fragment. Created by the openie annotator.

Used in: Sentence

• repeated uint32 tokenIndex = 1

• optional uint32 root = 2

• optional bool assumedTruth = 3

• optional double score = 4

An enumeration of valid sentiment values for the sentiment classifier.

Used in: ParseTree

• STRONG_NEGATIVE = 0

• WEAK_NEGATIVE = 1

• NEUTRAL = 2

• WEAK_POSITIVE = 3

• STRONG_POSITIVE = 4

A Span of text

Used in: Token

• required uint32 begin = 1

• required uint32 end = 2

Used in: Mention

• optional string speakerName = 1

• repeated int32 mentions = 2

A Timex object, representing a temporal expression (TIMe EXpression) These fields are not *really* optional. CoreNLP will crash without them.

Used in: NERMention, Token

• optional string value = 1

• optional string altValue = 2

• optional string text = 3

• optional string type = 4

• optional string tid = 5

• optional uint32 beginPoint = 6

• optional uint32 endPoint = 7

The serialized version of a Token (a CoreLabel).

Used in: Document, Sentence

• required string word = 1

  Fields set by the default annotators [new CoreNLP(new Properties())]

  the word's gloss (post-tokenization)

• optional string pos = 2

  The word's part of speech tag

• optional string value = 3

  The word's 'value', (e.g., parse tree node)

• optional string category = 4

  The word's 'category' (e.g., parse tree node)

• optional string before = 5

  The whitespace/xml before the token

• optional string after = 6

  The whitespace/xml after the token

• optional string originalText = 7

  The original text for this token

• optional string ner = 8

  The word's NER tag

• optional string normalizedNER = 9

  The word's normalized NER tag

• optional string lemma = 10

  The word's lemma

• optional uint32 beginChar = 11

  The character offset begin, in the document

• optional uint32 endChar = 12

  The character offset end, in the document

• optional uint32 utterance = 13

  The utterance tag used in dcoref

• optional string speaker = 14

  The speaker speaking this word

• optional uint32 beginIndex = 15

  The begin index of, e.g., a span

• optional uint32 endIndex = 16

  The begin index of, e.g., a span

• optional uint32 tokenBeginIndex = 17

  The begin index of the token

• optional uint32 tokenEndIndex = 18

  The end index of the token

• optional Timex timexValue = 19

  The time this word refers to

• optional bool hasXmlContext = 21

  Used by clean xml annotator

• repeated string xmlContext = 22

  Used by clean xml annotator

• optional uint32 corefClusterID = 23

  The [primary] cluster id for this token

• optional string answer = 24

  A temporary annotation which is occasionally left in

• optional uint32 headWordIndex = 26

  optional string projectedCategory = 25; // The syntactic category of the maximal constituent headed by the word. Not used anywhere, so deleted.

  The index of the head word of this word.

• optional Operator operator = 27

  If this is an operator, which one is it and what is its scope (as per Natural Logic)?

• optional Polarity polarity = 28

  The polarity of this word, according to Natural Logic

• optional Span span = 29

  The span of a leaf node of a tree

• optional string sentiment = 30

  The final sentiment of the sentence

• optional int32 quotationIndex = 31

  The index of the quotation this token refers to

• optional MapStringString conllUFeatures = 32

• optional string coarseTag = 33

  The coarse POS tag (used to store the UPOS tag)

• optional Span conllUTokenSpan = 34

• optional string conllUMisc = 35

• optional MapIntString conllUSecondaryDeps = 36

• optional string wikipediaEntity = 37

• optional string gender = 51

  Fields set by other annotators in CoreNLP

  gender annotation (machine reading)

• optional string trueCase = 52

  true case type of token

• optional string trueCaseText = 53

  true case gloss of token

The index of a token in a document, including the sentence index and the offset.

Used in: RelationTriple

• optional uint32 sentenceIndex = 1

• optional uint32 tokenIndex = 2