corenlp-types (empty) → 0.1.0.0
raw patch · 5 files changed
+1912/−0 lines, 5 filesdep +HUnitdep +aesondep +base
Dependencies added: HUnit, aeson, base, bytestring, containers, corenlp-types, raw-strings-qq, tasty, tasty-hunit, text
Files
- CHANGELOG.md +7/−0
- LICENSE +661/−0
- corenlp-types.cabal +101/−0
- src/Text/CoreNLP/Types.hs +238/−0
- tests/test.hs +905/−0
+ CHANGELOG.md view
@@ -0,0 +1,7 @@+# Revision history for corenlp-types++## 0.1.0.0 - 2023-12-04++### Added++- First version. Released on an unsuspecting world.
+ LICENSE view
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+ corenlp-types.cabal view
@@ -0,0 +1,101 @@+cabal-version: 3.0+-- The cabal-version field refers to the version of the .cabal specification,+-- and can be different from the cabal-install (the tool) version and the+-- Cabal (the library) version you are using. As such, the Cabal (the library)+-- version used must be equal or greater than the version stated in this field.+-- Starting from the specification version 2.2, the cabal-version field must be+-- the first thing in the cabal file.++-- Initial package description 'corenlp-types' generated by+-- 'cabal init'. For further documentation, see:+-- http://haskell.org/cabal/users-guide/+--+-- The name of the package.+name: corenlp-types++-- The package version.+-- See the Haskell package versioning policy (PVP) for standards+-- guiding when and how versions should be incremented.+-- https://pvp.haskell.org+-- PVP summary: +-+------- breaking API changes+-- | | +----- non-breaking API additions+-- | | | +--- code changes with no API change+version: 0.1.0.0++-- A short (one-line) description of the package.+synopsis: Types for interaction with CoreNLP++-- A longer description of the package.+description:+ This library introduces types that make it easier to work with [CorenNLP](https://stanfordnlp.github.io/CoreNLP/) server responses (JSON).++ It is mostly a fork of [`corenlp-parser`](https://hackage.haskell.org/package/corenlp-parser-0.4.0.0) however without the rockdb dependency.++-- URL for the project homepage or repository.+homepage: https://gitlab.iscpif.fr/gargantext/corenlp-types++-- The license under which the package is released.+license: AGPL-3.0-or-later++-- The file containing the license text.+license-file: LICENSE++-- The package author(s).+author: Gargantext team++-- An email address to which users can send suggestions, bug reports, and patches.+maintainer: pk@intrepidus.pl++-- A copyright notice.+-- copyright:+category: Language+build-type: Simple++-- Extra doc files to be distributed with the package, such as a CHANGELOG or a README.+extra-doc-files: CHANGELOG.md++-- Extra source files to be distributed with the package, such as examples, or a tutorial module.+-- extra-source-files:++common warnings+ ghc-options: -Wall++library+ -- Import common warning flags.+ import: warnings++ -- Modules exported by the library.+ exposed-modules: Text.CoreNLP.Types++ -- Modules included in this library but not exported.+ -- other-modules:++ -- LANGUAGE extensions used by modules in this package.+ -- other-extensions:++ -- Other library packages from which modules are imported.+ build-depends: base >=4.14 && < 5+ , aeson >= 1.5 && < 2.5+ , containers >= 0.6.5 && < 0.7+ , text >= 1.2.4 && < 1.3++ -- Directories containing source files.+ hs-source-dirs: src++ -- Base language which the package is written in.+ default-language: Haskell2010++test-suite test+ main-is: test.hs+ type: exitcode-stdio-1.0+ hs-source-dirs: tests+ build-depends: base >= 4.14 && < 5+ , aeson >= 1.5 && < 2.5+ , bytestring >= 0.10 && < 0.13+ , corenlp-types+ , HUnit ^>= 1.6.2.0+ , raw-strings-qq ^>= 1.1+ , tasty ^>= 1.5+ , tasty-hunit ^>= 0.10.1+ , text >= 1.2.4 && < 1.3+ default-language: Haskell2010
+ src/Text/CoreNLP/Types.hs view
@@ -0,0 +1,238 @@+{-# LANGUAGE DeriveGeneric #-}+{-# LANGUAGE DuplicateRecordFields #-}+{-# LANGUAGE OverloadedStrings #-}+{-# LANGUAGE RecordWildCards #-}+{-# LANGUAGE ScopedTypeVariables #-}++module Text.CoreNLP.Types+ ( Dependency(..)+ , Entitymention(..)+ , Token(..)+ , Sentence(..)+ , PennPOS(..)+ , Coref(..)+ , CorefsId+ , Corefs+ , Document(..)+ , NamedEntity(..)+ ) where++import Control.Applicative+import qualified Data.Aeson as J+import Data.Aeson (FromJSON, ToJSON, (.:), (.:?))+import Data.Map (Map)+import Data.Maybe (fromMaybe)+import Data.Text (Text)+import GHC.Generics (Generic)+++-- | Contains generic "hacks" we put on top to go around limitations like a+-- "type" keyword we can't use+jsonOpts :: J.Options+jsonOpts = J.defaultOptions {J.fieldLabelModifier = fm}+ where+ fm :: String -> String+ fm "type_" = "type"+ fm x = x+++data Dependency = Dependency+ { dep :: Text+ , governor :: Int+ , governorGloss :: Text+ , dependent :: Int+ , dependentGloss :: Text+ } deriving (Show, Eq, Generic)+instance FromJSON Dependency where+ parseJSON = J.genericParseJSON jsonOpts+instance ToJSON Dependency where+ toJSON = J.genericToJSON jsonOpts+++data Entitymention = Entitymention+ { docTokenBegin :: Int+ , docTokenEnd :: Int+ , tokenBegin :: Int+ , tokenEnd :: Int+ , text :: Text+ , characterOffsetBegin :: Int+ , characterOffsetEnd :: Int+ , ner :: Text+ , normalizedNER :: Maybe Text+ } deriving (Show, Eq, Generic)+instance FromJSON Entitymention where+ parseJSON = J.genericParseJSON jsonOpts+instance ToJSON Entitymention where+ toJSON = J.genericToJSON jsonOpts+++data PennPOS+ = CC -- ^ Coordinating conjunction+ | CD -- ^ Cardinal number+ | DT -- ^ Determiner+ | EX -- ^ Existential *there*+ | FW -- ^ Foreign word+ | IN -- ^ Preposition or subordinating conjunction+ | JJ -- ^ Adjective+ | JJR -- ^ Adjective, comparative+ | JJS -- ^ Adjective, superlative+ | LS -- ^ List item marker+ | MD -- ^ Modal+ | NN -- ^ Noun, singular or mass+ | NNS -- ^ Noun, plural+ | NNP -- ^ Proper noun, singular+ | NNPS -- ^ Proper noun, plural+ | PDT -- ^ Predeterminer+ | POS -- ^ Possessive ending+ | PRP -- ^ Personal pronoun+ | PRPDollar -- ^ Possessive pronoun+ | RB -- ^ Adverb+ | RBR -- ^ Adverb, comparative+ | RBS -- ^ Adverb, superlative+ | RP -- ^ Particle+ | SYM -- ^ Symbol+ | TO -- ^ *to*+ | UH -- ^ Interjection+ | VB -- ^ Verb, base form+ | VBD -- ^ Verb, past tense+ | VBG -- ^ Verb, gerund or present participle+ | VBN -- ^ Verb, past participle+ | VBP -- ^ Verb, non-3rd person singular present+ | VBZ -- ^ Verb, 3rd person singular present+ | WDT -- ^ Wh-determiner+ | WP -- ^ Wh-pronoun+ | WPDollar -- ^ Possessive wh-pronoun+ | WRB -- ^ Wh-adverb+ | LRB -- ^ "-LRB-"? No idea what's this+ | RRB -- ^ "-RRB-"? No idea what's this+ | PosPunctuation -- ^ anyOf ".:,''$#$,", sometimes few together+ deriving (Show, Eq, Generic)+instance FromJSON PennPOS where+ parseJSON (J.String "WP$") = pure WPDollar+ parseJSON (J.String "PRP$") = pure PRPDollar+ parseJSON (J.String "-LRB-") = pure LRB+ parseJSON (J.String "-RRB-") = pure RRB+ parseJSON x = J.genericParseJSON jsonOpts x <|> parsePunctuation x+ where+ parsePunctuation (J.String _) = pure PosPunctuation+ parsePunctuation _ = fail "Expecting POS to be a String"+instance ToJSON PennPOS where+ toJSON WPDollar = J.String "WP$"+ toJSON PRPDollar = J.String "PRP$"+ toJSON PosPunctuation = J.String "."+ toJSON LRB = J.String "-LRB-"+ toJSON RRB = J.String "-RRB-"+ toJSON x = J.genericToJSON jsonOpts x+++-- | See https:\/\/stanfordnlp.github.io\/CoreNLP\/ner.html+data NamedEntity+ = PERSON+ | LOCATION+ | ORGANIZATION+ | MISC+ | MONEY+ | NUMBER+ | ORDINAL+ | PERCENT+ | DATE+ | TIME+ | DURATION+ | SET+ | EMAIL+ | URL+ | CITY+ | STATE_OR_PROVINCE+ | COUNTRY+ | NATIONALITY+ | RELIGION+ | TITLE -- ^ Job title+ | IDEOLOGY+ | CRIMINAL_CHARGE+ | CAUSE_OF_DEATH+ | O -- ^ Not a named entity? TODO: check somehow+ deriving (Show, Eq, Generic)+instance FromJSON NamedEntity where+ parseJSON = J.genericParseJSON jsonOpts+instance ToJSON NamedEntity where+ toJSON = J.genericToJSON jsonOpts+++data Token = Token+ { index :: Int+ , word :: Text+ , originalText :: Text+ , lemma :: Text+ , characterOffsetBegin :: Int+ , characterOffsetEnd :: Int+ , pos :: PennPOS+ , ner :: NamedEntity+ , speaker :: Maybe Text+ , before :: Text+ , after :: Text+ } deriving (Show, Eq, Generic)+instance FromJSON Token where+ parseJSON = J.genericParseJSON jsonOpts+instance ToJSON Token where+ toJSON = J.genericToJSON jsonOpts+++data Sentence = Sentence+ { index :: Int+ , parse :: Maybe Text+ , basicDependencies :: [Dependency]+ , enhancedDependencies :: [Dependency]+ , enhancedPlusPlusDependencies :: [Dependency]+ , entitymentions :: [Entitymention]+ , tokens :: [Token]+ } deriving (Show, Eq, Generic)+instance FromJSON Sentence where+ parseJSON = J.withObject "sentence" $ \s -> do+ index <- s .: "index"+ parse <- s .:? "parse"+ basicDependencies <- fromMaybe [] <$> s .:? "basicDependencies"+ enhancedDependencies <- fromMaybe [] <$> s .:? "enhancedDependencies"+ enhancedPlusPlusDependencies <- fromMaybe [] <$> s .:? "enhancedPlusPlusDependencies"+ entitymentions <- fromMaybe [] <$> s .:? "entitymentions"+ tokens <- fromMaybe [] <$> s .:? "tokens"+ + pure $ Sentence { .. }+instance ToJSON Sentence where+ toJSON = J.genericToJSON jsonOpts+++data Coref = Coref+ { id :: Int+ , text :: Text+ , type_ :: Text+ , number :: Text+ , gender :: Text+ , animacy :: Text+ , startIndex :: Int+ , endIndex :: Int+ , headIndex :: Int+ , sentNum :: Int+ , position :: [Int]+ , isRepresentativeMention :: Bool+ } deriving (Show, Eq, Generic)+instance FromJSON Coref where+ parseJSON = J.genericParseJSON jsonOpts+instance ToJSON Coref where+ toJSON = J.genericToJSON jsonOpts+++type CorefsId = Text+++type Corefs = Map CorefsId [Coref]+++data Document = Document+ { docId :: Maybe Text+ , sentences :: [Sentence]+ , corefs :: Maybe Corefs+ } deriving (Show, Eq, Generic)+instance FromJSON Document where+ parseJSON = J.genericParseJSON jsonOpts+instance ToJSON Document where+ toJSON = J.genericToJSON jsonOpts
+ tests/test.hs view
@@ -0,0 +1,905 @@+{-# LANGUAGE OverloadedStrings #-}+{-# LANGUAGE QuasiQuotes #-}++import qualified Data.Aeson as J+import qualified Data.ByteString.Lazy as BSL+import Data.Either (isRight)+import qualified Data.Text.Encoding as TE+import Data.Text+import Test.Tasty+import Test.Tasty.HUnit+import Text.RawString.QQ (r)++import Text.CoreNLP.Types (Document)+++main = defaultMain tests++tests :: TestTree+tests = testGroup "basic" [testCorenlp454, testHeadlines]+++testCorenlp454 = testCase "test corenlp 4.5.4 output" $ do+ let eParsed = parseJsonDoc corenlp454+ case eParsed of+ Right parsed -> pure ()+ Left err -> fail $ show err++testHeadlines = testCase "test headlines" $+ assertBool "Not Right!" $ isRight $ parseJsonDoc headlines +++-- | Parse JSON output of CoreNLP. See 'headlines' source for an example JSON input.+parseJsonDoc :: Text -> Either String Document+parseJsonDoc = J.eitherDecode . BSL.fromStrict . TE.encodeUtf8+++--- DATA++-- | Output of this for CoreNLP 4.5.4+-- ```+-- curl -XPOST 'http://localhost:9000/?properties=%7B%22annotators%22:%20%22tokenize,ssplit,pos,ner%22,%20%22outputFormat%22:%20%22json%22%7D' -d 'Below is a quick snippet of code that demonstrates running a full pipeline on some sample text.'+-- ```+corenlp454 :: Text+corenlp454 =+ [r|+{+ "sentences": [+ {+ "index": 0,+ "entitymentions": [+ ],+ "tokens": [+ {+ "index": 1,+ "word": "Below",+ "originalText": "Below",+ "lemma": "below",+ "characterOffsetBegin": 0,+ "characterOffsetEnd": 5,+ "pos": "RB",+ "ner": "O",+ "before": "",+ "after": " "+ },+ {+ "index": 2,+ "word": "is",+ "originalText": "is",+ "lemma": "be",+ "characterOffsetBegin": 6,+ "characterOffsetEnd": 8,+ "pos": "VBZ",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 3,+ "word": "a",+ "originalText": "a",+ "lemma": "a",+ "characterOffsetBegin": 9,+ "characterOffsetEnd": 10,+ "pos": "DT",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 4,+ "word": "quick",+ "originalText": "quick",+ "lemma": "quick",+ "characterOffsetBegin": 11,+ "characterOffsetEnd": 16,+ "pos": "JJ",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 5,+ "word": "snippet",+ "originalText": "snippet",+ "lemma": "snippet",+ "characterOffsetBegin": 17,+ "characterOffsetEnd": 24,+ "pos": "NN",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 6,+ "word": "of",+ "originalText": "of",+ "lemma": "of",+ "characterOffsetBegin": 25,+ "characterOffsetEnd": 27,+ "pos": "IN",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 7,+ "word": "code",+ "originalText": "code",+ "lemma": "code",+ "characterOffsetBegin": 28,+ "characterOffsetEnd": 32,+ "pos": "NN",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 8,+ "word": "that",+ "originalText": "that",+ "lemma": "that",+ "characterOffsetBegin": 33,+ "characterOffsetEnd": 37,+ "pos": "WDT",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 9,+ "word": "demonstrates",+ "originalText": "demonstrates",+ "lemma": "demonstrate",+ "characterOffsetBegin": 38,+ "characterOffsetEnd": 50,+ "pos": "VBZ",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 10,+ "word": "running",+ "originalText": "running",+ "lemma": "run",+ "characterOffsetBegin": 51,+ "characterOffsetEnd": 58,+ "pos": "VBG",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 11,+ "word": "a",+ "originalText": "a",+ "lemma": "a",+ "characterOffsetBegin": 59,+ "characterOffsetEnd": 60,+ "pos": "DT",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 12,+ "word": "full",+ "originalText": "full",+ "lemma": "full",+ "characterOffsetBegin": 61,+ "characterOffsetEnd": 65,+ "pos": "JJ",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 13,+ "word": "pipeline",+ "originalText": "pipeline",+ "lemma": "pipeline",+ "characterOffsetBegin": 66,+ "characterOffsetEnd": 74,+ "pos": "NN",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 14,+ "word": "on",+ "originalText": "on",+ "lemma": "on",+ "characterOffsetBegin": 75,+ "characterOffsetEnd": 77,+ "pos": "IN",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 15,+ "word": "some",+ "originalText": "some",+ "lemma": "some",+ "characterOffsetBegin": 78,+ "characterOffsetEnd": 82,+ "pos": "DT",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 16,+ "word": "sample",+ "originalText": "sample",+ "lemma": "sample",+ "characterOffsetBegin": 83,+ "characterOffsetEnd": 89,+ "pos": "NN",+ "ner": "O",+ "before": " ",+ "after": " "+ },+ {+ "index": 17,+ "word": "text",+ "originalText": "text",+ "lemma": "text",+ "characterOffsetBegin": 90,+ "characterOffsetEnd": 94,+ "pos": "NN",+ "ner": "O",+ "before": " ",+ "after": ""+ },+ {+ "index": 18,+ "word": ".",+ "originalText": ".",+ "lemma": ".",+ "characterOffsetBegin": 94,+ "characterOffsetEnd": 95,+ "pos": ".",+ "ner": "O",+ "before": "",+ "after": ""+ }+ ]+ }+ ]+}+|]+++-- | Copied from corenlp-parser tests+headlines :: Text+headlines =+ [r|+{+ "docId": "headlines.txt",+ "sentences": [+ {+ "index": 0,+ "parse": "(ROOT\n (S\n (NP\n (NP (NNP Jersey) (NNP Shore) (NN Season) (CD 6) (NN cast) (POS 's))\n (NNS salaries))\n (VP\n (VP (VBD revealed))\n (: ;)\n (NP\n (NP (JJR More))\n (PP (IN than)\n (NP (NNP President) (NNP Obama)))))\n (. !)))",+ "basicDependencies": [+ {+ "dep": "ROOT",+ "governor": 0,+ "governorGloss": "ROOT",+ "dependent": 8,+ "dependentGloss": "revealed"+ },+ {+ "dep": "compound",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 1,+ "dependentGloss": "Jersey"+ },+ {+ "dep": "compound",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 2,+ "dependentGloss": "Shore"+ },+ {+ "dep": "compound",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 3,+ "dependentGloss": "Season"+ },+ {+ "dep": "nummod",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 4,+ "dependentGloss": "6"+ },+ {+ "dep": "nmod:poss",+ "governor": 7,+ "governorGloss": "salaries",+ "dependent": 5,+ "dependentGloss": "cast"+ },+ {+ "dep": "case",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 6,+ "dependentGloss": "'s"+ },+ {+ "dep": "nsubj",+ "governor": 8,+ "governorGloss": "revealed",+ "dependent": 7,+ "dependentGloss": "salaries"+ },+ {+ "dep": "punct",+ "governor": 8,+ "governorGloss": "revealed",+ "dependent": 9,+ "dependentGloss": ";"+ },+ {+ "dep": "dobj",+ "governor": 8,+ "governorGloss": "revealed",+ "dependent": 10,+ "dependentGloss": "More"+ },+ {+ "dep": "case",+ "governor": 13,+ "governorGloss": "Obama",+ "dependent": 11,+ "dependentGloss": "than"+ },+ {+ "dep": "compound",+ "governor": 13,+ "governorGloss": "Obama",+ "dependent": 12,+ "dependentGloss": "President"+ },+ {+ "dep": "nmod",+ "governor": 10,+ "governorGloss": "More",+ "dependent": 13,+ "dependentGloss": "Obama"+ },+ {+ "dep": "punct",+ "governor": 8,+ "governorGloss": "revealed",+ "dependent": 14,+ "dependentGloss": "!"+ }+ ],+ "enhancedDependencies": [+ {+ "dep": "ROOT",+ "governor": 0,+ "governorGloss": "ROOT",+ "dependent": 8,+ "dependentGloss": "revealed"+ },+ {+ "dep": "compound",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 1,+ "dependentGloss": "Jersey"+ },+ {+ "dep": "compound",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 2,+ "dependentGloss": "Shore"+ },+ {+ "dep": "compound",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 3,+ "dependentGloss": "Season"+ },+ {+ "dep": "nummod",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 4,+ "dependentGloss": "6"+ },+ {+ "dep": "nmod:poss",+ "governor": 7,+ "governorGloss": "salaries",+ "dependent": 5,+ "dependentGloss": "cast"+ },+ {+ "dep": "case",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 6,+ "dependentGloss": "'s"+ },+ {+ "dep": "nsubj",+ "governor": 8,+ "governorGloss": "revealed",+ "dependent": 7,+ "dependentGloss": "salaries"+ },+ {+ "dep": "punct",+ "governor": 8,+ "governorGloss": "revealed",+ "dependent": 9,+ "dependentGloss": ";"+ },+ {+ "dep": "dobj",+ "governor": 8,+ "governorGloss": "revealed",+ "dependent": 10,+ "dependentGloss": "More"+ },+ {+ "dep": "case",+ "governor": 13,+ "governorGloss": "Obama",+ "dependent": 11,+ "dependentGloss": "than"+ },+ {+ "dep": "compound",+ "governor": 13,+ "governorGloss": "Obama",+ "dependent": 12,+ "dependentGloss": "President"+ },+ {+ "dep": "nmod:than",+ "governor": 10,+ "governorGloss": "More",+ "dependent": 13,+ "dependentGloss": "Obama"+ },+ {+ "dep": "punct",+ "governor": 8,+ "governorGloss": "revealed",+ "dependent": 14,+ "dependentGloss": "!"+ }+ ],+ "enhancedPlusPlusDependencies": [+ {+ "dep": "ROOT",+ "governor": 0,+ "governorGloss": "ROOT",+ "dependent": 8,+ "dependentGloss": "revealed"+ },+ {+ "dep": "compound",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 1,+ "dependentGloss": "Jersey"+ },+ {+ "dep": "compound",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 2,+ "dependentGloss": "Shore"+ },+ {+ "dep": "compound",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 3,+ "dependentGloss": "Season"+ },+ {+ "dep": "nummod",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 4,+ "dependentGloss": "6"+ },+ {+ "dep": "nmod:poss",+ "governor": 7,+ "governorGloss": "salaries",+ "dependent": 5,+ "dependentGloss": "cast"+ },+ {+ "dep": "case",+ "governor": 5,+ "governorGloss": "cast",+ "dependent": 6,+ "dependentGloss": "'s"+ },+ {+ "dep": "nsubj",+ "governor": 8,+ "governorGloss": "revealed",+ "dependent": 7,+ "dependentGloss": "salaries"+ },+ {+ "dep": "punct",+ "governor": 8,+ "governorGloss": "revealed",+ "dependent": 9,+ "dependentGloss": ";"+ },+ {+ "dep": "dobj",+ "governor": 8,+ "governorGloss": "revealed",+ "dependent": 10,+ "dependentGloss": "More"+ },+ {+ "dep": "case",+ "governor": 13,+ "governorGloss": "Obama",+ "dependent": 11,+ "dependentGloss": "than"+ },+ {+ "dep": "compound",+ "governor": 13,+ "governorGloss": "Obama",+ "dependent": 12,+ "dependentGloss": "President"+ },+ {+ "dep": "nmod:than",+ "governor": 10,+ "governorGloss": "More",+ "dependent": 13,+ "dependentGloss": "Obama"+ },+ {+ "dep": "punct",+ "governor": 8,+ "governorGloss": "revealed",+ "dependent": 14,+ "dependentGloss": "!"+ }+ ],+ "entitymentions": [+ {+ "docTokenBegin": 3,+ "docTokenEnd": 4,+ "tokenBegin": 3,+ "tokenEnd": 4,+ "text": "6",+ "characterOffsetBegin": 20,+ "characterOffsetEnd": 21,+ "ner": "NUMBER",+ "normalizedNER": "6.0"+ },+ {+ "docTokenBegin": 11,+ "docTokenEnd": 12,+ "tokenBegin": 11,+ "tokenEnd": 12,+ "text": "President",+ "characterOffsetBegin": 58,+ "characterOffsetEnd": 67,+ "ner": "TITLE"+ },+ {+ "docTokenBegin": 12,+ "docTokenEnd": 13,+ "tokenBegin": 12,+ "tokenEnd": 13,+ "text": "Obama",+ "characterOffsetBegin": 68,+ "characterOffsetEnd": 73,+ "ner": "PERSON"+ }+ ],+ "tokens": [+ {+ "index": 1,+ "word": "Jersey",+ "originalText": "Jersey",+ "lemma": "Jersey",+ "characterOffsetBegin": 0,+ "characterOffsetEnd": 6,+ "pos": "NNP",+ "ner": "O",+ "speaker": "PER0",+ "before": "",+ "after": " "+ },+ {+ "index": 2,+ "word": "Shore",+ "originalText": "Shore",+ "lemma": "Shore",+ "characterOffsetBegin": 7,+ "characterOffsetEnd": 12,+ "pos": "NNP",+ "ner": "O",+ "speaker": "PER0",+ "before": " ",+ "after": " "+ },+ {+ "index": 3,+ "word": "Season",+ "originalText": "Season",+ "lemma": "season",+ "characterOffsetBegin": 13,+ "characterOffsetEnd": 19,+ "pos": "NN",+ "ner": "O",+ "speaker": "PER0",+ "before": " ",+ "after": " "+ },+ {+ "index": 4,+ "word": "6",+ "originalText": "6",+ "lemma": "6",+ "characterOffsetBegin": 20,+ "characterOffsetEnd": 21,+ "pos": "CD",+ "ner": "NUMBER",+ "normalizedNER": "6.0",+ "speaker": "PER0",+ "before": " ",+ "after": " "+ },+ {+ "index": 5,+ "word": "cast",+ "originalText": "cast",+ "lemma": "cast",+ "characterOffsetBegin": 22,+ "characterOffsetEnd": 26,+ "pos": "NN",+ "ner": "O",+ "speaker": "PER0",+ "before": " ",+ "after": ""+ },+ {+ "index": 6,+ "word": "'s",+ "originalText": "'s",+ "lemma": "'s",+ "characterOffsetBegin": 26,+ "characterOffsetEnd": 28,+ "pos": "POS",+ "ner": "O",+ "speaker": "PER0",+ "before": "",+ "after": " "+ },+ {+ "index": 7,+ "word": "salaries",+ "originalText": "salaries",+ "lemma": "salary",+ "characterOffsetBegin": 29,+ "characterOffsetEnd": 37,+ "pos": "NNS",+ "ner": "O",+ "speaker": "PER0",+ "before": " ",+ "after": " "+ },+ {+ "index": 8,+ "word": "revealed",+ "originalText": "revealed",+ "lemma": "reveal",+ "characterOffsetBegin": 38,+ "characterOffsetEnd": 46,+ "pos": "VBD",+ "ner": "O",+ "speaker": "PER0",+ "before": " ",+ "after": ""+ },+ {+ "index": 9,+ "word": ";",+ "originalText": ";",+ "lemma": ";",+ "characterOffsetBegin": 46,+ "characterOffsetEnd": 47,+ "pos": ":",+ "ner": "O",+ "speaker": "PER0",+ "before": "",+ "after": " "+ },+ {+ "index": 10,+ "word": "More",+ "originalText": "More",+ "lemma": "more",+ "characterOffsetBegin": 48,+ "characterOffsetEnd": 52,+ "pos": "JJR",+ "ner": "O",+ "speaker": "PER0",+ "before": " ",+ "after": " "+ },+ {+ "index": 11,+ "word": "than",+ "originalText": "than",+ "lemma": "than",+ "characterOffsetBegin": 53,+ "characterOffsetEnd": 57,+ "pos": "IN",+ "ner": "O",+ "speaker": "PER0",+ "before": " ",+ "after": " "+ },+ {+ "index": 12,+ "word": "President",+ "originalText": "President",+ "lemma": "President",+ "characterOffsetBegin": 58,+ "characterOffsetEnd": 67,+ "pos": "NNP",+ "ner": "TITLE",+ "speaker": "PER0",+ "before": " ",+ "after": " "+ },+ {+ "index": 13,+ "word": "Obama",+ "originalText": "Obama",+ "lemma": "Obama",+ "characterOffsetBegin": 68,+ "characterOffsetEnd": 73,+ "pos": "NNP",+ "ner": "PERSON",+ "speaker": "PER0",+ "before": " ",+ "after": ""+ },+ {+ "index": 14,+ "word": "!",+ "originalText": "!",+ "lemma": "!",+ "characterOffsetBegin": 73,+ "characterOffsetEnd": 74,+ "pos": ".",+ "ner": "O",+ "speaker": "PER0",+ "before": "",+ "after": "\n"+ }+ ]+ }+ ],+ "corefs": {+ "1": [+ {+ "id": 1,+ "text": "6",+ "type": "PROPER",+ "number": "SINGULAR",+ "gender": "UNKNOWN",+ "animacy": "INANIMATE",+ "startIndex": 4,+ "endIndex": 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