Theo Commands Files

This page gives a view of the predictions made by NELL's different learning modules over the most recent 3 iterations, and the decisions made by NELL about which candidate beliefs to promote and depromote from its knowledge base.

Predictions marked "revision" indicate that the KB, at the time of prediction, already contained that prediction from that tinker toy, and that this pre-existing score (and possibly the associated provenance information) is being revised. Predictions marked "novel" indicate that the KB, at the time of prediction, did not already contain that prediction from that tinker toy.

Complete list of beliefs promoted and depromoted from the KB

Recommendations by individual modules to promote and delete beliefs

Recommendations aggregated by predicate

Categories

Relations

  • academicfield 998
  • actor 998
  • agent 998
  • agriculturalproduct 998
  • airport 998
  • amphibian 998
  • animal 998
  • aquarium 998
  • arachnid 998
  • archaea 998
  • architect 998
  • artery 998
  • arthropod 998
  • astronaut 998
  • athlete 998
  • attraction 998
  • automobileengine 998
  • automobilemaker 998
  • automobilemodel 998
  • awardtrophytournament 998
  • bacteria 998
  • bakedgood 998
  • bank 998
  • bathroomitem 998
  • beach 998
  • bedroomitem 998
  • beverage 998
  • biotechcompany 998
  • bird 998
  • blog 998
  • boardgame 998
  • bodypart 998
  • bombingevent 998
  • bone 998
  • book 998
  • braintissue 998
  • bridge 998
  • building 998
  • buildingfeature 998
  • buildingmaterial 998
  • candy 998
  • cardgame 998
  • cave 998
  • celebrity 998
  • celltype 998
  • ceo 998
  • charactertrait 998
  • cheese 998
  • chef 998
  • chemical 998
  • city 998
  • clothing 998
  • coach 998
  • cognitiveactions 998
  • color 998
  • comedian 998
  • company 998
  • condiment 998
  • conference 998
  • consumerelectronicitem 998
  • convention 998
  • country 998
  • county 998
  • creditunion 998
  • crimeorcharge 998
  • criminal 998
  • crustacean 998
  • currency 998
  • date 998
  • director 998
  • disease 998
  • drug 998
  • earthquakeevent 998
  • economicsector 998
  • election 998
  • emotion 998
  • ethnicgroup 998
  • eventoutcome 998
  • farm 998
  • female 998
  • filmfestival 998
  • fish 998
  • flooritem 998
  • food 998
  • fruit 998
  • fungus 998
  • furniture 998
  • geometricshape 998
  • geopoliticallocation 998
  • geopoliticalorganization 998
  • governmentorganization 998
  • grain 998
  • grandprix 998
  • hallwayitem 998
  • highway 998
  • hobby 998
  • hospital 998
  • hotel 998
  • householditem 998
  • insect 998
  • invertebrate 998
  • island 998
  • jobposition 998
  • journalist 998
  • judge 998
  • kitchenitem 998
  • lake 998
  • landscapefeatures 998
  • language 998
  • legume 998
  • lymphnode 998
  • magazine 998
  • male 998
  • mammal 998
  • meat 998
  • mediatype 998
  • medicalprocedure 998
  • militaryconflict 998
  • mlalgorithm 998
  • mlarea 998
  • mlauthor 998
  • mlconference 998
  • mldataset 998
  • mlmetric 998
  • mlsoftware 998
  • model 998
  • mollusk 998
  • monarch 998
  • monument 998
  • mountain 998
  • mountainrange 998
  • movie 998
  • muscle 998
  • museum 998
  • musicalbum 998
  • musicartist 998
  • musicfestival 998
  • musicgenre 998
  • musician 998
  • musicinstrument 998
  • musicsong 998
  • nerve 998
  • newspaper 998
  • nondiseasecondition 998
  • nongovorganization 998
  • nonprofitorganization 998
  • nut 998
  • officebuildingroom 998
  • officeitem 998
  • oilgasfield 998
  • olympics 998
  • organization 998
  • park 998
  • parlourgame 998
  • perceptionaction 998
  • perceptionevent 998
  • person 998
  • personafrica 998
  • personalcareitem 998
  • personasia 998
  • personaustralia 998
  • personcanada 998
  • personeurope 998
  • personmexico 998
  • personnorthamerica 998
  • personsouthamerica 998
  • personus 998
  • petroleumrefiningcompany 998
  • physicalaction 998
  • physicalcharacteristic 998
  • physicsterm 998
  • physiologicalcondition 998
  • placeofworship 998
  • planet 998
  • plant 998
  • politicaloffice 998
  • politicalparty 998
  • politician 998
  • politicianus 998
  • politicsbill 998
  • politicsblog 998
  • politicsissue 998
  • port 998
  • product 998
  • profession 998
  • professionalorganization 998
  • professor 998
  • programminglanguage 998
  • protein 998
  • protestevent 998
  • publication 998
  • race 998
  • radiostation 998
  • recipe 998
  • recordlabel 998
  • refineryproduct 998
  • religion 998
  • reptile 998
  • researchproject 998
  • restaurant 998
  • retailstore 998
  • river 998
  • roadaccidentevent 998
  • room 998
  • scientificterm 998
  • scientist 998
  • shoppingmall 998
  • skiarea 998
  • skyscraper 998
  • sociopolitical 998
  • software 998
  • sport 998
  • sportsequipment 998
  • sportsevent 998
  • sportsgame 998
  • sportsleague 998
  • sportsteam 998
  • sportsteamposition 998
  • stadiumoreventvenue 998
  • stateorprovince 998
  • street 998
  • tableitem 998
  • televisionshow 998
  • televisionstation 998
  • terroristorganization 998
  • time 998
  • tool 998
  • tradeunion 998
  • traditionalgame 998
  • trail 998
  • trainstation 998
  • transportation 998
  • university 998
  • vegetable 998
  • vehicle 998
  • vein 998
  • vertebrate 998
  • victim 998
  • videogame 998
  • videogamesystem 998
  • virus 998
  • visualartform 998
  • visualartist 998
  • visualartmovement 998
  • visualizableattribute 998
  • visualizableobject 998
  • visualizablescene 998
  • visualizablething 998
  • wallitem 998
  • weapon 998
  • weatherphenomenon 998
  • website 998
  • wine 998
  • winery 998
  • writer 998
  • year 998
  • zipcode 998
  • zoo 998
  • academicfieldconcernssubject 998
  • academicfieldhassubfield 998
  • academicfieldsuchasacademicfield 998
  • academicfieldusedbyeconomicsector 998
  • academicprogramatuniversity 998
  • acquired 998
  • actorstarredinmovie 998
  • agentactsinlocation 998
  • agentbelongstoorganization 998
  • agentcollaborateswithagent 998
  • agentcompeteswithagent 998
  • agentcontributedtocreativework 998
  • agentcontrols 998
  • agentcreated 998
  • agentcreatedorganization 998
  • agenthaswebsite 998
  • agentinvolvedwithitem 998
  • agentparticipatedinevent 998
  • agriculturalproductcamefromcountry 998
  • agriculturalproductcomingfromvertebrate 998
  • agriculturalproductcontainchemical 998
  • agriculturalproductcookedwithagriculturalproduct 998
  • agriculturalproductcutintogeometricshape 998
  • agriculturalproductgrowinginstateorprovince 998
  • agriculturalproductgrowninlandscapefeatures 998
  • agriculturalproductincludingagriculturalproduct 998
  • agriculturalproducttoattractinsect 998
  • airportincity 998
  • airportsuchasairport 998
  • animaldevelopdisease 998
  • animaleatfood 998
  • animaleatvegetable 998
  • animalistypeofanimal 998
  • animalpreyson 998
  • animalssuchasmammals 998
  • animalsuchasfish 998
  • animalsuchasinsect 998
  • animalsuchasinvertebrate 998
  • animalsuchasmollusk 998
  • animalthatfeedoninsect 998
  • aquariumincity 998
  • arteryarisesfromartery 998
  • arterycalledartery 998
  • arthropodandotherarthropod 998
  • arthropodbesometimesconfusewithinsect 998
  • arthropodcalledarthropod 998
  • arthropodcanbeveryirritatingtomammal 998
  • arthropodlookslikeinsect 998
  • arthropodthatfeedoninsect 998
  • astronautwasonamissionwithastronaut 998
  • atdate 998
  • athletealsoknownas 998
  • athletebeatathlete 998
  • athletecoach 998
  • athleteflyouttosportsteamposition 998
  • athletehomestadium 998
  • athleteinjuredhisbodypart 998
  • athleteledsportsteam 998
  • athleteplaysforteam 998
  • athleteplaysinleague 998
  • athleteplayssport 998
  • athleteplayssportsteamposition 998
  • athletewinsawardtrophytournament 998
  • atlocation 998
  • attractionbefallincity 998
  • attractionmadeofbuildingmaterial 998
  • attractionofcity 998
  • automakerproducesmodel 998
  • automobilemakercardealersinstateorprovince 998
  • automobilemakerchiefexecutiveceo 998
  • automobilemakerdealersincity 998
  • automobilemakerdealersincountry 998
  • awardtrophytournamentisthechampionshipgameofthenationalsport 998
  • bacteriacancauseillnessfromfood 998
  • bacteriaisthecausativeagentofphysiologicalcondition 998
  • bakedgoodservedwithbeverage 998
  • bakegoodistypicalincountry 998
  • bankbankincountry 998
  • bankboughtbank 998
  • bankchiefexecutiveceo 998
  • beveragecansoftendisease 998
  • beveragecontainsprotein 998
  • beveragemadefrombeverage 998
  • bodypartcontainsbodypart 998
  • bombinghaswitness 998
  • bookwriter 998
  • buildingfeaturemadefrombuildingmaterial 998
  • buildinglocatedincity 998
  • celebritycanbethesameasceo 998
  • celebritysuchascelebrity 998
  • ceoof 998
  • chemicalistypeofchemical 998
  • cityalsoknownas 998
  • citycapitalofcountry 998
  • cityliesonriver 998
  • citylocatedincountry 998
  • citylocatedingeopoliticallocation 998
  • citylocatedinstate 998
  • clothingmadefromplant 998
  • clothingtogowithclothing 998
  • clothmadeofplant 998
  • coachesinleague 998
  • coachesteam 998
  • coachwontrophy 998
  • coachworksincountry 998
  • collidedwith 998
  • colorassociatedwithvisualizableattribute 998
  • comediancanbethesameasfemale 998
  • comediancanbethesameasmale 998
  • companyalsoknownas 998
  • companyeconomicsector 998
  • companyproducesvideogamesystem 998
  • competeswith 998
  • conceptprerequisiteof 998
  • countriessuchascountries 998
  • countryalsoknownas 998
  • countrycurrency 998
  • countryisthehomeofsportsteam 998
  • countrylocatedingeopoliticallocation 998
  • criminalssuchascriminals 998
  • directordirectedmovie 998
  • diseasecausesphysiologicalcondition 998
  • diseasemaybecausedbydrug 998
  • drughassideeffect 998
  • drugpossiblytreatsphysiologicalcondition 998
  • drugworkedonbyagent 998
  • emotionassociatedwithdisease 998
  • eventatlocation 998
  • eventsubeventof 998
  • fatherofperson 998
  • fishservedwithfood 998
  • foodcancausedisease 998
  • fooddecreasestheriskofdisease 998
  • furniturefoundinroom 998
  • hasbrother 998
  • hasfamilymember 998
  • hashusband 998
  • hasofficeincity 998
  • hasofficeincountry 998
  • hassibling 998
  • hassister 998
  • hasspouse 998
  • haswife 998
  • headquarteredin 998
  • hobbiessuchashobbies 998
  • hospitalincity 998
  • hotelincity 998
  • insecteatsgrain 998
  • invertebratefeedonfood 998
  • invertebrateturnintoinsect 998
  • ismultipleof 998
  • istallerthan 998
  • itemexistsatlocation 998
  • itemfoundinroom 998
  • jobpositionusesacademicfield 998
  • journalistwritesforpublication 998
  • lakeinstate 998
  • languageofcity 998
  • languageofcountry 998
  • languageofuniversity 998
  • languageschoolincity 998
  • languagespokenatisland 998
  • latitudeLongitude 998
  • launchingproductcompany 998
  • leaguestadiums 998
  • locationlocatedwithinlocation 998
  • locationofprotest 998
  • locationofroadaccident 998
  • malemovedtostateorprovince 998
  • mammaleatsinsect 998
  • mammalinducesemotion 998
  • mammalsuchasmammal 998
  • marriedinyear 998
  • meatcomesfromanimal 998
  • meetingeventtitleinbuilding 998
  • meetingeventtitleinofficebuildingroom 998
  • mlareaexpert 998
  • motherofperson 998
  • mountainatgeopoliticallocation 998
  • mountaininstate 998
  • musclelocatedinbodypart 998
  • museumincity 998
  • musicartistgenre 998
  • musicgenressuchasmusicgenres 998
  • musicianinmusicartist 998
  • musicianplaysinstrument 998
  • musicsongisatrackofmusicalbum 998
  • mutualproxyfor 998
  • newspaperincity 998
  • objectfoundinscene 998
  • objectlookslikeobject 998
  • objectpartofobject 998
  • officebuildingroominbuilding 998
  • organizationacronymhasname 998
  • organizationalsoknownas 998
  • organizationcreatedatdate 998
  • organizationdissolvedatdate 998
  • organizationhasofficialwebsite 998
  • organizationheadquarteredincity 998
  • organizationheadquarteredincountry 998
  • organizationheadquarteredinstateorprovince 998
  • organizationhiredperson 998
  • organizationterminatedperson 998
  • parentofperson 998
  • parkincity 998
  • personalsoknownas 998
  • personattendsschool 998
  • personbelongstoorganization 998
  • personbornincity 998
  • personbornincountry 998
  • personborninlocation 998
  • personborninstateorprovince 998
  • personchargedwithcrime 998
  • persondiedatage 998
  • persondiedincity 998
  • persondiedincountry 998
  • persondiedinlocation 998
  • persondiedinstateorprovince 998
  • persongraduatedfromuniversity 998
  • persongraduatedschool 998
  • personhasage 998
  • personhascitizenship 998
  • personhasjobposition 998
  • personhasresidenceincity 998
  • personhasresidenceincountry 998
  • personhasresidenceingeopoliticallocation 998
  • personhasresidenceinlocation 998
  • personhasresidenceinstateorprovince 998
  • personinacademicfield 998
  • personineconomicsector 998
  • personleadscity 998
  • personleadsgeopoliticalorganization 998
  • personleadsorganization 998
  • personmovedtostateorprovince 998
  • personwrittenaboutinpublication 998
  • plantgrowinginplant 998
  • plantincludeplant 998
  • plantrepresentemotion 998
  • politicianholdsoffice 998
  • politicianrepresentslocation 998
  • politicianusendorsedbypoliticianus 998
  • politicianusholdsoffice 998
  • politicianusmemberofpoliticalgroup 998
  • politicsbillconcernsissue 998
  • politicsgroupconcernsissue 998
  • prodctlaunchingproductcompetitor 998
  • producesproduct 998
  • productinstanceof 998
  • productlauchcompetingcompany 998
  • productproducedincountry 998
  • professionactsatthesameareaofpoliticissue 998
  • professionistypeofprofession 998
  • professionssuchasprofessions 998
  • professionusestool 998
  • proxyfor 998
  • radiostationincity 998
  • restaurantincity 998
  • riveremptiesintoriver 998
  • scientistcanbethesameaswriter 998
  • shoppingmallincity 998
  • softwareisprogrammedinprogramminglanguage 998
  • specializationof 998
  • sportfansincountry 998
  • sporthassportsteamposition 998
  • sportnamehasoriginlanguage 998
  • sportschoolincountry 998
  • sportsgameloser 998
  • sportsgamescore 998
  • sportsgamesport 998
  • sportsgameteam 998
  • sportsgamewinner 998
  • sportusesequipment 998
  • sportusesstadium 998
  • stadiumlocatedincity 998
  • stadiumoreventvenuedisclosescompany 998
  • statehascapital 998
  • statelocatedincountry 998
  • statelocatedingeopoliticallocation 998
  • stateorprovinceisborderedbystateorprovince 998
  • streetincity 998
  • subpartof 998
  • subpartoforganization 998
  • synonymfor 998
  • teamalsoknownas 998
  • teamhomestadium 998
  • teammate 998
  • teamplaysagainstteam 998
  • teamplaysincity 998
  • teamplaysinleague 998
  • teamplayssport 998
  • teamwontrophy 998
  • televisionstationaffiliatedwith 998
  • televisionstationincity 998
  • thinghascolor 998
  • thinghasshape 998
  • toolssuchastools 998
  • topmemberoforganization 998
  • touristattractionsuchastouristattraction 998
  • transportationincity 998
  • universityincity 998
  • vegetablecanbeservedwithgrain 998
  • vegetableisproducedatcountry 998
  • vegetableproductioninstateorprovince 998
  • vehicleistypeofvehicle 998
  • victiminbombing 998
  • victiminearthquake 998
  • visualartistartform 998
  • visualartistartmovement 998
  • weaponmadeincountry 998
  • weaponssuchasweapons 998
  • wineryproduceswine 998
  • worksfor 998
  • writerwasbornincity 998
  • zooincity 998