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clulab / eidos

Machine reading system for World Modelers
Apache License 2.0
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I need to know what a negative event looks like #1080

Closed kwalcock closed 2 years ago

kwalcock commented 2 years ago

Here are a couple representations of the sentence "Water trucking does not cause increased dependency on foreign aid." This is pretty much the output of org.clulab.wm.eidos.examples.ExtractFromText, so anyone can do it.

 List(Concept, Entity) => increased dependency on foreign aid 
     ------------------------------ 
     Rule => simple-np++Increase_ported_syntax_6_verb++PositiveChange_ported_syntax_2_noun 
     Type => TextBoundMention 
     ------------------------------ 
     Concept, Entity => increased dependency on foreign aid 
      * Attachments: Increase(increased,None), PosChange(aid,None) 
     ------------------------------ 

List(Causal, DirectedRelation, EntityLinker, Event) => Water trucking does not cause increased dependency on foreign aid 
     ------------------------------ 
     Rule => ported_syntax_1_verb-Causal 
     Type => EventMention 
     ------------------------------ 
     trigger => cause 
    effect (Concept, Entity) => increased dependency on foreign aid 
      * Attachments: Increase(increased,None), PosChange(aid,None) 
    cause (Concept, Entity) => Water trucking 

     Event Attachments: Negation(not,None) 
     ------------------------------ 

List(Concept, Entity) => Water trucking 
     ------------------------------ 
     Rule => simple-np 
     Type => TextBoundMention 
     ------------------------------ 
     Concept, Entity => Water trucking 
     ------------------------------ 
{
  "@context" : {
    "Argument" : "https://w3id.org/wm/cag/argument",
    "Corpus" : "https://w3id.org/wm/cag/corpus",
    "Dependency" : "https://w3id.org/wm/cag/dependency",
    "Document" : "https://w3id.org/wm/cag/document",
    "Extraction" : "https://w3id.org/wm/cag/extraction",
    "Grounding" : "https://w3id.org/wm/cag/grounding",
    "Groundings" : "https://w3id.org/wm/cag/groundings",
    "Interval" : "https://w3id.org/wm/cag/interval",
    "PredicateGrounding" : "https://w3id.org/wm/cag/predicategrounding",
    "Provenance" : "https://w3id.org/wm/cag/provenance",
    "Sentence" : "https://w3id.org/wm/cag/sentence",
    "State" : "https://w3id.org/wm/cag/state",
    "Trigger" : "https://w3id.org/wm/cag/trigger",
    "Word" : "https://w3id.org/wm/cag/word"
  },
  "@type" : "Corpus",
  "documents" : [ {
    "@type" : "Document",
    "@id" : "_:Document_1",
    "text" : "Water trucking does not cause increased dependency on foreign aid.",
    "sentences" : [ {
      "@type" : "Sentence",
      "@id" : "_:Sentence_1",
      "text" : "Water trucking does not cause increased dependency on foreign aid .",
      "rawText" : "Water trucking does not cause increased dependency on foreign aid.",
      "words" : [ {
        "@type" : "Word",
        "@id" : "_:Word_1",
        "text" : "Water",
        "tag" : "NN",
        "entity" : "O",
        "startOffset" : 0,
        "endOffset" : 5,
        "lemma" : "water",
        "chunk" : "B-NP",
        "norm" : "O"
      }, {
        "@type" : "Word",
        "@id" : "_:Word_2",
        "text" : "trucking",
        "tag" : "NN",
        "entity" : "O",
        "startOffset" : 6,
        "endOffset" : 14,
        "lemma" : "trucking",
        "chunk" : "I-NP",
        "norm" : "O"
      }, {
        "@type" : "Word",
        "@id" : "_:Word_3",
        "text" : "does",
        "tag" : "VBZ",
        "entity" : "O",
        "startOffset" : 15,
        "endOffset" : 19,
        "lemma" : "do",
        "chunk" : "B-VP",
        "norm" : "O"
      }, {
        "@type" : "Word",
        "@id" : "_:Word_4",
        "text" : "not",
        "tag" : "RB",
        "entity" : "O",
        "startOffset" : 20,
        "endOffset" : 23,
        "lemma" : "not",
        "chunk" : "I-VP",
        "norm" : "O"
      }, {
        "@type" : "Word",
        "@id" : "_:Word_5",
        "text" : "cause",
        "tag" : "VB",
        "entity" : "O",
        "startOffset" : 24,
        "endOffset" : 29,
        "lemma" : "cause",
        "chunk" : "I-VP",
        "norm" : "O"
      }, {
        "@type" : "Word",
        "@id" : "_:Word_6",
        "text" : "increased",
        "tag" : "VBN",
        "entity" : "O",
        "startOffset" : 30,
        "endOffset" : 39,
        "lemma" : "increase",
        "chunk" : "B-NP",
        "norm" : "O"
      }, {
        "@type" : "Word",
        "@id" : "_:Word_7",
        "text" : "dependency",
        "tag" : "NN",
        "entity" : "O",
        "startOffset" : 40,
        "endOffset" : 50,
        "lemma" : "dependency",
        "chunk" : "I-NP",
        "norm" : "O"
      }, {
        "@type" : "Word",
        "@id" : "_:Word_8",
        "text" : "on",
        "tag" : "IN",
        "entity" : "O",
        "startOffset" : 51,
        "endOffset" : 53,
        "lemma" : "on",
        "chunk" : "B-PP",
        "norm" : "O"
      }, {
        "@type" : "Word",
        "@id" : "_:Word_9",
        "text" : "foreign",
        "tag" : "JJ",
        "entity" : "O",
        "startOffset" : 54,
        "endOffset" : 61,
        "lemma" : "foreign",
        "chunk" : "B-NP",
        "norm" : "O"
      }, {
        "@type" : "Word",
        "@id" : "_:Word_10",
        "text" : "aid",
        "tag" : "NN",
        "entity" : "O",
        "startOffset" : 62,
        "endOffset" : 65,
        "lemma" : "aid",
        "chunk" : "I-NP",
        "norm" : "O"
      }, {
        "@type" : "Word",
        "@id" : "_:Word_11",
        "text" : ".",
        "tag" : ".",
        "entity" : "O",
        "startOffset" : 65,
        "endOffset" : 66,
        "lemma" : ".",
        "chunk" : "O",
        "norm" : "O"
      } ],
      "dependencies" : [ {
        "@type" : "Dependency",
        "type" : "enhanced-semantic-roles",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_7"
        },
        "relation" : "A1"
      }, {
        "@type" : "Dependency",
        "type" : "enhanced-semantic-roles",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_4"
        },
        "relation" : "AM-NEG"
      }, {
        "@type" : "Dependency",
        "type" : "enhanced-semantic-roles",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_2"
        },
        "relation" : "A0"
      }, {
        "@type" : "Dependency",
        "type" : "enhanced-semantic-roles",
        "source" : {
          "@id" : "_:Word_6"
        },
        "destination" : {
          "@id" : "_:Word_7"
        },
        "relation" : "A1"
      }, {
        "@type" : "Dependency",
        "type" : "enhanced-semantic-roles",
        "source" : {
          "@id" : "_:Word_7"
        },
        "destination" : {
          "@id" : "_:Word_10"
        },
        "relation" : "A1"
      }, {
        "@type" : "Dependency",
        "type" : "enhanced-semantic-roles",
        "source" : {
          "@id" : "_:Word_10"
        },
        "destination" : {
          "@id" : "_:Word_9"
        },
        "relation" : "A0"
      }, {
        "@type" : "Dependency",
        "type" : "semantic-roles",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_2"
        },
        "relation" : "A0"
      }, {
        "@type" : "Dependency",
        "type" : "semantic-roles",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_4"
        },
        "relation" : "AM-NEG"
      }, {
        "@type" : "Dependency",
        "type" : "semantic-roles",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_7"
        },
        "relation" : "A1"
      }, {
        "@type" : "Dependency",
        "type" : "semantic-roles",
        "source" : {
          "@id" : "_:Word_6"
        },
        "destination" : {
          "@id" : "_:Word_7"
        },
        "relation" : "A1"
      }, {
        "@type" : "Dependency",
        "type" : "semantic-roles",
        "source" : {
          "@id" : "_:Word_7"
        },
        "destination" : {
          "@id" : "_:Word_8"
        },
        "relation" : "A1"
      }, {
        "@type" : "Dependency",
        "type" : "semantic-roles",
        "source" : {
          "@id" : "_:Word_10"
        },
        "destination" : {
          "@id" : "_:Word_9"
        },
        "relation" : "A0"
      }, {
        "@type" : "Dependency",
        "type" : "universal-basic",
        "source" : {
          "@id" : "_:Word_2"
        },
        "destination" : {
          "@id" : "_:Word_1"
        },
        "relation" : "compound"
      }, {
        "@type" : "Dependency",
        "type" : "universal-basic",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_2"
        },
        "relation" : "nsubj"
      }, {
        "@type" : "Dependency",
        "type" : "universal-basic",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_3"
        },
        "relation" : "aux"
      }, {
        "@type" : "Dependency",
        "type" : "universal-basic",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_4"
        },
        "relation" : "neg"
      }, {
        "@type" : "Dependency",
        "type" : "universal-basic",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_7"
        },
        "relation" : "dobj"
      }, {
        "@type" : "Dependency",
        "type" : "universal-basic",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_11"
        },
        "relation" : "punct"
      }, {
        "@type" : "Dependency",
        "type" : "universal-basic",
        "source" : {
          "@id" : "_:Word_7"
        },
        "destination" : {
          "@id" : "_:Word_6"
        },
        "relation" : "amod"
      }, {
        "@type" : "Dependency",
        "type" : "universal-basic",
        "source" : {
          "@id" : "_:Word_7"
        },
        "destination" : {
          "@id" : "_:Word_10"
        },
        "relation" : "nmod"
      }, {
        "@type" : "Dependency",
        "type" : "universal-basic",
        "source" : {
          "@id" : "_:Word_10"
        },
        "destination" : {
          "@id" : "_:Word_8"
        },
        "relation" : "case"
      }, {
        "@type" : "Dependency",
        "type" : "universal-basic",
        "source" : {
          "@id" : "_:Word_10"
        },
        "destination" : {
          "@id" : "_:Word_9"
        },
        "relation" : "amod"
      }, {
        "@type" : "Dependency",
        "type" : "universal-enhanced",
        "source" : {
          "@id" : "_:Word_2"
        },
        "destination" : {
          "@id" : "_:Word_1"
        },
        "relation" : "compound"
      }, {
        "@type" : "Dependency",
        "type" : "universal-enhanced",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_2"
        },
        "relation" : "nsubj"
      }, {
        "@type" : "Dependency",
        "type" : "universal-enhanced",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_3"
        },
        "relation" : "aux"
      }, {
        "@type" : "Dependency",
        "type" : "universal-enhanced",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_4"
        },
        "relation" : "neg"
      }, {
        "@type" : "Dependency",
        "type" : "universal-enhanced",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_7"
        },
        "relation" : "dobj"
      }, {
        "@type" : "Dependency",
        "type" : "universal-enhanced",
        "source" : {
          "@id" : "_:Word_5"
        },
        "destination" : {
          "@id" : "_:Word_11"
        },
        "relation" : "punct"
      }, {
        "@type" : "Dependency",
        "type" : "universal-enhanced",
        "source" : {
          "@id" : "_:Word_7"
        },
        "destination" : {
          "@id" : "_:Word_6"
        },
        "relation" : "amod"
      }, {
        "@type" : "Dependency",
        "type" : "universal-enhanced",
        "source" : {
          "@id" : "_:Word_7"
        },
        "destination" : {
          "@id" : "_:Word_10"
        },
        "relation" : "nmod_on"
      }, {
        "@type" : "Dependency",
        "type" : "universal-enhanced",
        "source" : {
          "@id" : "_:Word_10"
        },
        "destination" : {
          "@id" : "_:Word_8"
        },
        "relation" : "case"
      }, {
        "@type" : "Dependency",
        "type" : "universal-enhanced",
        "source" : {
          "@id" : "_:Word_10"
        },
        "destination" : {
          "@id" : "_:Word_9"
        },
        "relation" : "amod"
      } ]
    } ]
  } ],
  "extractions" : [ {
    "@type" : "Extraction",
    "@id" : "_:Extraction_1",
    "type" : "concept",
    "subtype" : "entity",
    "labels" : [ "Concept", "Entity" ],
    "text" : "Water trucking",
    "rule" : "simple-np",
    "canonicalName" : "Water trucking",
    "groundings" : [ {
      "@type" : "Groundings",
      "name" : "wm_compositional",
      "version" : "9588864362fc02abbaf217112216ed7866ca3a84",
      "versionDate" : "2021-07-27T22:47:02Z",
      "values" : [ {
        "@type" : "PredicateGrounding",
        "theme" : [ {
          "@type" : "Grounding",
          "ontologyConcept" : "wm/concept/goods/water",
          "value" : 1.0
        } ],
        "themeProcess" : [ {
          "@type" : "Grounding",
          "ontologyConcept" : "wm/concept/infrastructure/transportation/road_infrastructure",
          "value" : 0.7262312769889832
        }, {
          "@type" : "Grounding",
          "ontologyConcept" : "wm/concept/infrastructure/transportation/",
          "value" : 0.584489643573761
        }, {
          "@type" : "Grounding",
          "ontologyConcept" : "wm/process/transportation/",
          "value" : 0.584489643573761
        } ],
        "value" : 0.9971623420715332,
        "display" : "THEME: wm/concept/goods/water (1.0); THEME PROCESS: wm/concept/infrastructure/transportation/road_infrastructure (0.7262313)"
      } ]
    }, {
      "@type" : "Groundings",
      "name" : "wm_flattened",
      "version" : "53bb28c048264e89a30a605fddd77f93849299b1",
      "versionDate" : "2020-10-21T17:08:24Z",
      "values" : [ {
        "@type" : "Grounding",
        "ontologyConcept" : "wm/concept/causal_factor/interventions/provide/livelihood_support/water",
        "value" : 0.9606648683547974
      }, {
        "@type" : "Grounding",
        "ontologyConcept" : "wm/concept/causal_factor/access/water_access",
        "value" : 0.7906016707420349
      }, {
        "@type" : "Grounding",
        "ontologyConcept" : "wm/concept/causal_factor/health_and_life/living_condition/water_safety",
        "value" : 0.7434540390968323
      } ]
    } ],
    "provenance" : [ {
      "@type" : "Provenance",
      "document" : {
        "@id" : "_:Document_1"
      },
      "documentCharPositions" : [ {
        "@type" : "Interval",
        "start" : 0,
        "end" : 13
      } ],
      "sentence" : {
        "@id" : "_:Sentence_1"
      },
      "sentenceWordPositions" : [ {
        "@type" : "Interval",
        "start" : 1,
        "end" : 2
      } ]
    } ]
  }, {
    "@type" : "Extraction",
    "@id" : "_:Extraction_2",
    "type" : "relation",
    "subtype" : "causation",
    "labels" : [ "Causal", "DirectedRelation", "EntityLinker", "Event" ],
    "text" : "Water trucking does not cause increased dependency on foreign aid",
    "rule" : "ported_syntax_1_verb-Causal",
    "canonicalName" : "Water trucking cause increased dependency foreign aid",
    "groundings" : [ {
      "@type" : "Groundings",
      "name" : "wm_compositional",
      "version" : "9588864362fc02abbaf217112216ed7866ca3a84",
      "versionDate" : "2021-07-27T22:47:02Z"
    }, {
      "@type" : "Groundings",
      "name" : "wm_flattened",
      "version" : "53bb28c048264e89a30a605fddd77f93849299b1",
      "versionDate" : "2020-10-21T17:08:24Z"
    } ],
    "provenance" : [ {
      "@type" : "Provenance",
      "document" : {
        "@id" : "_:Document_1"
      },
      "documentCharPositions" : [ {
        "@type" : "Interval",
        "start" : 0,
        "end" : 64
      } ],
      "sentence" : {
        "@id" : "_:Sentence_1"
      },
      "sentenceWordPositions" : [ {
        "@type" : "Interval",
        "start" : 1,
        "end" : 10
      } ]
    } ],
    "states" : [ {
      "@type" : "State",
      "type" : "NEGATION",
      "text" : "not",
      "provenance" : [ {
        "@type" : "Provenance",
        "document" : {
          "@id" : "_:Document_1"
        },
        "documentCharPositions" : [ {
          "@type" : "Interval",
          "start" : 20,
          "end" : 22
        } ],
        "sentence" : {
          "@id" : "_:Sentence_1"
        },
        "sentenceWordPositions" : [ {
          "@type" : "Interval",
          "start" : 4,
          "end" : 4
        } ]
      } ]
    } ],
    "trigger" : {
      "@type" : "Trigger",
      "text" : "cause",
      "provenance" : [ {
        "@type" : "Provenance",
        "document" : {
          "@id" : "_:Document_1"
        },
        "documentCharPositions" : [ {
          "@type" : "Interval",
          "start" : 24,
          "end" : 28
        } ],
        "sentence" : {
          "@id" : "_:Sentence_1"
        },
        "sentenceWordPositions" : [ {
          "@type" : "Interval",
          "start" : 5,
          "end" : 5
        } ]
      } ]
    },
    "arguments" : [ {
      "@type" : "Argument",
      "type" : "source",
      "value" : {
        "@id" : "_:Extraction_1"
      }
    }, {
      "@type" : "Argument",
      "type" : "destination",
      "value" : {
        "@id" : "_:Extraction_3"
      }
    } ]
  }, {
    "@type" : "Extraction",
    "@id" : "_:Extraction_3",
    "type" : "concept",
    "subtype" : "entity",
    "labels" : [ "Concept", "Entity" ],
    "text" : "increased dependency on foreign aid",
    "rule" : "simple-np++Increase_ported_syntax_6_verb++PositiveChange_ported_syntax_2_noun",
    "canonicalName" : "dependency foreign",
    "groundings" : [ {
      "@type" : "Groundings",
      "name" : "wm_compositional",
      "version" : "9588864362fc02abbaf217112216ed7866ca3a84",
      "versionDate" : "2021-07-27T22:47:02Z",
      "values" : [ {
        "@type" : "PredicateGrounding",
        "theme" : [ {
          "@type" : "Grounding",
          "ontologyConcept" : "wm/concept/humanitarian_assistance/humanitarian_assistance",
          "value" : 0.8485506176948547
        }, {
          "@type" : "Grounding",
          "ontologyConcept" : "wm/process/aid_or_assistance",
          "value" : 0.8442939519882202
        }, {
          "@type" : "Grounding",
          "ontologyConcept" : "wm/concept/entity/humanitarian_actors",
          "value" : 0.7690765261650085
        } ],
        "themeProcess" : [ {
          "@type" : "Grounding",
          "ontologyConcept" : "wm/concept/health/substance_abuse",
          "value" : 0.4619956314563751
        }, {
          "@type" : "Grounding",
          "ontologyConcept" : "wm/concept/inequality",
          "value" : 0.46009770035743713
        }, {
          "@type" : "Grounding",
          "ontologyConcept" : "wm/concept/crisis_or_disaster/conflict/tension",
          "value" : 0.42711567878723145
        } ],
        "value" : 0.9115250110626221,
        "display" : "THEME: wm/concept/humanitarian_assistance/humanitarian_assistance (0.8485506); THEME PROCESS: wm/concept/health/substance_abuse (0.46199563)"
      } ]
    }, {
      "@type" : "Groundings",
      "name" : "wm_flattened",
      "version" : "53bb28c048264e89a30a605fddd77f93849299b1",
      "versionDate" : "2020-10-21T17:08:24Z",
      "values" : [ {
        "@type" : "Grounding",
        "ontologyConcept" : "wm/concept/entity/government_entity",
        "value" : 0.6029024720191956
      }, {
        "@type" : "Grounding",
        "ontologyConcept" : "wm/concept/causal_factor/social_and_political/threat/physical_insecurity",
        "value" : 0.6018425226211548
      }, {
        "@type" : "Grounding",
        "ontologyConcept" : "wm/concept/causal_factor/economic_and_commerce/economic_activity/currency",
        "value" : 0.581078290939331
      } ]
    } ],
    "provenance" : [ {
      "@type" : "Provenance",
      "document" : {
        "@id" : "_:Document_1"
      },
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kwalcock commented 2 years ago

@zupon, was this question related to your work? If so, here's your answer.

MihaiSurdeanu commented 2 years ago

Nice. NEGATION is already attached to the causal relation.