{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "CWPK \\#49: Mapping External Sources\n", "=======================================\n", "\n", "Sometimes KR is Kind of Tricky\n", "--------------------------\n", "\n", "
mapping_dict
) in our config.py
file. Like our other build methods, we use the csv
module and progress through the input files row-by-row **(2)**. We pick up our column values **(3)** and **(6)** for each row, and assign them to a local variable, corresponding to the s-p-o '[triples](https://en.wikipedia.org/wiki/Semantic_triple)' for each row. We need to account for the fact that our KBpedia resources are under either the 'rc' or 'kko' namespaces **(4)**, and pare them down to their fragments (since the resources are stored on file using their complete IRIs). Because these are string values we are extracting from the input files, we need to look them up and convert them to their internal attribute form **(5)**, which are KBpedia classes in these instances.\n",
"\n",
"We have a long list of switch statements **(7)** that detect the input file type and then pick the proper mapping predicate (there is one for each external mapping source). This long list of else-if
statements would seem to lend themselves to a helper function of some sort, but I decide just to repeat the code blocks because they are simple and straightforward. (Rather than a 'dict' format I want something more akin to a 'record' where a single key may point to many different values, but that is an expansion of the 'dict' approach that actually seems a little complicated in Python). All of material up to this point is really set-up and processing for the two key [owlready2](http://www.lesfleursdunormal.fr/static/informatique/owlready/index_en.html) algorithms that we need to use.\n",
"\n",
"The first algorithm **(8)** we have seen before and associates the external mapped IRI to the current KBpedia class in the loop routine, and has the form of:\n",
"\n",
"\n", " subject.predicate.append(object)\n", "\n", "\n", "The only tricky part here is making sure that namespace prefixes are used as indicated and that we have converted the external mapping predicate to its internal form (
kb_prop
). This code is now associating the external IRI to the subject KBpedia class. However, we are still lacking the nature of the mapping predicate.\n",
"\n",
"For this purpose, we need to \"annotate the annotation\", or basically reify the annotation with its specific mapping predicate. There is a format in owlready2 where we basically treat the entire tuple of the s-p-o object as the target for the added annotation, shown in the form as **(9)**. The predicate for this purpose is the kko.mappingAsObject
. The basic format is:\n",
"\n",
"\n", " kko.mappingAsObject[s, p, o] = 'specific mapping predicate'\n", "\n", "\n", "The 'specific mapping predicate' is either
owl:equivalentClass
, rdfs:subClassOf
, kko:superClassOf
, kko:isAbout
, or kko:isRelatedTo
. The kko:mappingAsObject
is named as it is because this specifically assigned mapping predicate applies to the external IRI when it appears in the object slot of the s-p-o triple. In other words, the triple so formed has the s-p-o construction of:\n",
"\n",
"\n", " Kbpedia class - 'specific mapping predicate' - external IRI\n", "\n", "\n", "Just as it appears in our external mapping files. It is important to keep this ordering straight, since reversing the order of the subject and object causes the inverse properties to be required (
rdfs:subClassOf
is the inverse of kko:superClassOf
, kko:isAbout
is the inverse of kko:isRelatedTo
).\n",
"\n",
"So, with this code block now set, we can run our routine:"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"mapping_builder(**build_deck)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Once processed, here is the form the mapping takes within the [Protégé](https://en.wikipedia.org/wiki/Prot%C3%A9g%C3%A9_(software)) editor:\n",
"\n",
"rc.dbpedia_ontology_id
in this case), which also returns a string value for the external IRI:"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[(rc.Person, 'http://dbpedia.org/ontology/Person'),\n",
" (rc.SoccerPlayer, 'http://dbpedia.org/ontology/SoccerPlayer'),\n",
" (rc.ConceptualWork, 'http://dbpedia.org/ontology/Work'),\n",
" (rc.Bird, 'http://dbpedia.org/ontology/Bird'),\n",
" (rc.TextualPCW, 'http://dbpedia.org/ontology/WrittenWork'),\n",
" (rc.Scientist, 'http://dbpedia.org/ontology/Scientist'),\n",
" (rc.BasketballPlayer, 'http://dbpedia.org/ontology/BasketballPlayer'),\n",
" (rc.Artist, 'http://dbpedia.org/ontology/Artist'),\n",
" (rc.GeopoliticalEntity,\n",
" 'http://dbpedia.org/ontology/GeopoliticalOrganisation'),\n",
" (rc.GeopoliticalEntity, 'http://dbpedia.org/ontology/Region'),\n",
" (rc.Lighthouse, 'http://dbpedia.org/ontology/Lighthouse'),\n",
" (rc.FootballPlayer_American,\n",
" 'http://dbpedia.org/ontology/GridironFootballPlayer'),\n",
" (rc.FootballPlayer_American,\n",
" 'http://dbpedia.org/ontology/AmericanFootballPlayer'),\n",
" (rc.Organization, 'http://dbpedia.org/ontology/Organisation'),\n",
" (rc.Organization, 'http://dbpedia.org/ontology/EmployersOrganisation'),\n",
" (rc.Organization, 'http://dbpedia.org/ontology/OrganisationMember'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/Athlete'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/AthleticsPlayer'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/ArcherPlayer'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/Biathlete'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/BobsleighAthlete'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/Canoeist'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/Curler'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/DartsPlayer'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/GaelicGamesPlayer'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/HorseRider'),\n",
" (rc.Athlete,\n",
" 'http://dbpedia.org/ontology/NationalCollegiateAthleticAssociationAthlete'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/NetballPlayer'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/Rower'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/Skater'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/Ski-jumper'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/SnookerChamp'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/SnookerPlayer'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/SpeedSkater'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/SportsTeamMember'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/TableTennisPlayer'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/TeamMember'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/WaterPoloPlayer'),\n",
" (rc.Athlete, 'http://dbpedia.org/ontology/WinterSportPlayer'),\n",
" (rc.Building, 'http://dbpedia.org/ontology/Building'),\n",
" (rc.Philosopher, 'http://dbpedia.org/ontology/Philosopher'),\n",
" (rc.MusicalComposition, 'http://dbpedia.org/ontology/MusicalWork'),\n",
" (rc.Horse, 'http://dbpedia.org/ontology/Horse'),\n",
" (rc.MartialArtist, 'http://dbpedia.org/ontology/MartialArtist'),\n",
" (rc.Golfer, 'http://dbpedia.org/ontology/GolfPlayer'),\n",
" (rc.Amphibian, 'http://dbpedia.org/ontology/Amphibian'),\n",
" (rc.RailroadStation, 'http://dbpedia.org/ontology/RailwayStation'),\n",
" (rc.RailroadStation, 'http://dbpedia.org/ontology/TramStation'),\n",
" (rc.Anime, 'http://dbpedia.org/ontology/Anime'),\n",
" (rc.Monument, 'http://dbpedia.org/ontology/Monument'),\n",
" (rc.Arachnid, 'http://dbpedia.org/ontology/Arachnid'),\n",
" (rc.Architect, 'http://dbpedia.org/ontology/Architect'),\n",
" (rc.Legislator, 'http://dbpedia.org/ontology/Senator'),\n",
" (rc.Article_PCW, 'http://dbpedia.org/ontology/Article'),\n",
" (rc.Cave, 'http://dbpedia.org/ontology/Cave'),\n",
" (rc.ChemicalSubstanceType, 'http://dbpedia.org/ontology/ChemicalCompound'),\n",
" (rc.ChemicalSubstanceType, 'http://dbpedia.org/ontology/ChemicalSubstance'),\n",
" (rc.TennisPlayer, 'http://dbpedia.org/ontology/TennisPlayer'),\n",
" (rc.TennisTournament, 'http://dbpedia.org/ontology/TennisTournament'),\n",
" (rc.AdministrativeDistrict,\n",
" 'http://dbpedia.org/ontology/GovernmentalAdministrativeRegion'),\n",
" (rc.AdministrativeDistrict,\n",
" 'http://dbpedia.org/ontology/ClericalAdministrativeRegion'),\n",
" (rc.AdministrativeDistrict, 'http://dbpedia.org/ontology/MicroRegion'),\n",
" (rc.Food, 'http://dbpedia.org/ontology/Food'),\n",
" (rc.BaseballPlayer, 'http://dbpedia.org/ontology/BaseballPlayer'),\n",
" (rc.FootballPlayer_Australian,\n",
" 'http://dbpedia.org/ontology/AustralianRulesFootballPlayer'),\n",
" (rc.Municipality, 'http://dbpedia.org/ontology/Municipality'),\n",
" (rc.Municipality, 'http://dbpedia.org/ontology/FormerMunicipality'),\n",
" (rc.ElectedOfficial, 'http://dbpedia.org/ontology/OfficeHolder'),\n",
" (rc.BadmintonPlayer, 'http://dbpedia.org/ontology/BadmintonPlayer'),\n",
" (rc.PopulatedPlace, 'http://dbpedia.org/ontology/PopulatedPlace'),\n",
" (rc.RugbyPlayer, 'http://dbpedia.org/ontology/RugbyPlayer'),\n",
" (rc.School_AcademicOrganization, 'http://dbpedia.org/ontology/School'),\n",
" (rc.BodyOfWater, 'http://dbpedia.org/ontology/BodyOfWater'),\n",
" (rc.Temple, 'http://dbpedia.org/ontology/Temple'),\n",
" (rc.VolleyballPlayer, 'http://dbpedia.org/ontology/VolleyballPlayer'),\n",
" (rc.VolleyballPlayer, 'http://dbpedia.org/ontology/BeachVolleyballPlayer'),\n",
" (rc.Brewery, 'http://dbpedia.org/ontology/Brewery'),\n",
" (rc.Judge, 'http://dbpedia.org/ontology/Judge'),\n",
" (rc.Mountain, 'http://dbpedia.org/ontology/Mountain'),\n",
" (rc.Pass_Geographical, 'http://dbpedia.org/ontology/MountainPass'),\n",
" (rc.Game, 'http://dbpedia.org/ontology/Game'),\n",
" (rc.Ship, 'http://dbpedia.org/ontology/Ship'),\n",
" (rc.HotelBuilding, 'http://dbpedia.org/ontology/Hotel'),\n",
" (rc.Boxer, 'http://dbpedia.org/ontology/Boxer'),\n",
" (rc.Boxer, 'http://dbpedia.org/ontology/AmateurBoxer'),\n",
" (rc.Brain, 'http://dbpedia.org/ontology/Brain'),\n",
" (rc.Bridge, 'http://dbpedia.org/ontology/Bridge'),\n",
" (rc.Periodical, 'http://dbpedia.org/ontology/PeriodicalLiterature'),\n",
" (rc.Wrestler, 'http://dbpedia.org/ontology/Wrestler'),\n",
" (rc.VisualImage, 'http://dbpedia.org/ontology/Image'),\n",
" (rc.Professor, 'http://dbpedia.org/ontology/Professor'),\n",
" (rc.ReligiousOrganization, 'http://dbpedia.org/ontology/ClericalOrder'),\n",
" (rc.ReligiousOrganization,\n",
" 'http://dbpedia.org/ontology/ReligiousOrganisation'),\n",
" (rc.Archive, 'http://dbpedia.org/ontology/Archive'),\n",
" (rc.Treaty, 'http://dbpedia.org/ontology/Treaty'),\n",
" (rc.FictionalCharacter, 'http://dbpedia.org/ontology/FictionalCharacter'),\n",
" (rc.FictionalCharacter, 'http://dbpedia.org/ontology/MythologicalFigure'),\n",
" (rc.SoftwareObject_Individual, 'http://dbpedia.org/ontology/Software'),\n",
" (rc.Parish_EcclesiasticalDistrict, 'http://dbpedia.org/ontology/Deanery'),\n",
" (rc.Actor, 'http://dbpedia.org/ontology/Actor'),\n",
" (rc.Actor, 'http://dbpedia.org/ontology/AdultActor'),\n",
" (rc.ReligiousBuilding, 'http://dbpedia.org/ontology/ReligiousBuilding'),\n",
" (rc.Concept, 'http://dbpedia.org/ontology/ScientificConcept'),\n",
" (rc.Reserve_OutdoorRegion, 'http://dbpedia.org/ontology/ProtectedArea'),\n",
" (rc.ResearchProject, 'http://dbpedia.org/ontology/ResearchProject'),\n",
" (rc.Country, 'http://dbpedia.org/ontology/Country'),\n",
" (rc.Cyclist_Athlete, 'http://dbpedia.org/ontology/Cyclist'),\n",
" (rc.Cricketer, 'http://dbpedia.org/ontology/Cricketer'),\n",
" (rc.ConstructionArtifact,\n",
" 'http://dbpedia.org/ontology/ArchitecturalStructure'),\n",
" (rc.Currency, 'http://dbpedia.org/ontology/Currency'),\n",
" (rc.Graveyard, 'http://dbpedia.org/ontology/Cemetery'),\n",
" (rc.CyclingSportsEvent, 'http://dbpedia.org/ontology/CyclingCompetition'),\n",
" (rc.CyclingSportsEvent, 'http://dbpedia.org/ontology/CyclingRace'),\n",
" (rc.Racehorse, 'http://dbpedia.org/ontology/RaceHorse'),\n",
" (rc.Neighborhood, 'http://dbpedia.org/ontology/CityDistrict'),\n",
" (rc.Asteroid, 'http://dbpedia.org/ontology/Asteroid'),\n",
" (rc.City, 'http://dbpedia.org/ontology/City'),\n",
" (rc.Library_Organization, 'http://dbpedia.org/ontology/Library'),\n",
" (rc.Actor_Voice, 'http://dbpedia.org/ontology/VoiceActor'),\n",
" (rc.HumanGivenName, 'http://dbpedia.org/ontology/GivenName'),\n",
" (rc.Painter_FineArtist, 'http://dbpedia.org/ontology/Painter'),\n",
" (rc.AilmentCondition, 'http://dbpedia.org/ontology/Disease'),\n",
" (rc.Park, 'http://dbpedia.org/ontology/Park'),\n",
" (rc.EducationalOrganization,\n",
" 'http://dbpedia.org/ontology/EducationalInstitution'),\n",
" (rc.EducationalOrganization, 'http://dbpedia.org/ontology/SambaSchool'),\n",
" (rc.IceHockeyPlayer, 'http://dbpedia.org/ontology/IceHockeyPlayer'),\n",
" (rc.Surfer, 'http://dbpedia.org/ontology/Surfer'),\n",
" (rc.ProteinMolecule, 'http://dbpedia.org/ontology/Protein'),\n",
" (rc.Magazine, 'http://dbpedia.org/ontology/Magazine'),\n",
" (rc.Gene_HereditaryUnit, 'http://dbpedia.org/ontology/Gene'),\n",
" (rc.Action, 'http://dbpedia.org/ontology/Activity'),\n",
" (rc.District_State_Geopolitical, 'http://dbpedia.org/ontology/District'),\n",
" (rc.Law, 'http://dbpedia.org/ontology/Law'),\n",
" (rc.FashionDesigner, 'http://dbpedia.org/ontology/FashionDesigner'),\n",
" (rc.Theater_PhysicalStructure, 'http://dbpedia.org/ontology/Theatre'),\n",
" (rc.Airport_Physical, 'http://dbpedia.org/ontology/Airport'),\n",
" (rc.PersonTypeByOccupation, 'http://dbpedia.org/ontology/CareerStation'),\n",
" (rc.PersonTypeByOccupation, 'http://dbpedia.org/ontology/Profession'),\n",
" (rc.Swimmer, 'http://dbpedia.org/ontology/Swimmer'),\n",
" (rc.Gymnast, 'http://dbpedia.org/ontology/Gymnast'),\n",
" (rc.Restaurant, 'http://dbpedia.org/ontology/Restaurant'),\n",
" (rc.Lake, 'http://dbpedia.org/ontology/Lake'),\n",
" (rc.SnowSkier, 'http://dbpedia.org/ontology/Skier'),\n",
" (rc.SnowSkier, 'http://dbpedia.org/ontology/CrossCountrySkier'),\n",
" (rc.Flag, 'http://dbpedia.org/ontology/Flag'),\n",
" (rc.Genome_GIS, 'http://dbpedia.org/ontology/GeneLocation'),\n",
" (rc.Genome_GIS, 'http://dbpedia.org/ontology/HumanGeneLocation'),\n",
" (rc.Genome_GIS, 'http://dbpedia.org/ontology/MouseGeneLocation'),\n",
" (rc.CommercialOrganization, 'http://dbpedia.org/ontology/Company'),\n",
" (rc.Photographer, 'http://dbpedia.org/ontology/Photographer'),\n",
" (rc.HistoricPeriod, 'http://dbpedia.org/ontology/HistoricalPeriod'),\n",
" (rc.HistoricPeriod, 'http://dbpedia.org/ontology/PeriodOfArtisticStyle'),\n",
" (rc.HistoricPeriod, 'http://dbpedia.org/ontology/ProtohistoricalPeriod'),\n",
" (rc.Cleric, 'http://dbpedia.org/ontology/Cleric'),\n",
" (rc.Cleric, 'http://dbpedia.org/ontology/Priest'),\n",
" (rc.Cleric, 'http://dbpedia.org/ontology/Vicar'),\n",
" (rc.MedicalFieldOfStudy, 'http://dbpedia.org/ontology/Medicine'),\n",
" (rc.PokerPlayer, 'http://dbpedia.org/ontology/PokerPlayer'),\n",
" (rc.LandTopographicalFeature, 'http://dbpedia.org/ontology/NaturalPlace'),\n",
" (rc.Glacier, 'http://dbpedia.org/ontology/Glacier'),\n",
" (rc.NonProfitOrganization,\n",
" 'http://dbpedia.org/ontology/Non-ProfitOrganisation'),\n",
" (rc.NonProfitOrganization, 'http://dbpedia.org/ontology/RecordOffice'),\n",
" (rc.Mineral, 'http://dbpedia.org/ontology/Mineral'),\n",
" (rc.Diver, 'http://dbpedia.org/ontology/HighDiver'),\n",
" (rc.Fungus, 'http://dbpedia.org/ontology/Fungus'),\n",
" (rc.PersonTypeByEthnicity, 'http://dbpedia.org/ontology/EthnicGroup'),\n",
" (rc.Island, 'http://dbpedia.org/ontology/Island'),\n",
" (rc.Specification, 'http://dbpedia.org/ontology/Standard'),\n",
" (rc.FigureSkater, 'http://dbpedia.org/ontology/FigureSkater'),\n",
" (rc.Town, 'http://dbpedia.org/ontology/Town'),\n",
" (rc.FootballPlayer_Canadian,\n",
" 'http://dbpedia.org/ontology/CanadianFootballPlayer'),\n",
" (rc.JournalSeries, 'http://dbpedia.org/ontology/AcademicJournal'),\n",
" (rc.JournalSeries, 'http://dbpedia.org/ontology/UndergroundJournal'),\n",
" (rc.Singer, 'http://dbpedia.org/ontology/Singer'),\n",
" (rc.Director_Movie, 'http://dbpedia.org/ontology/MovieDirector'),\n",
" (rc.ComputerGameProgram, 'http://dbpedia.org/ontology/VideoGame'),\n",
" (rc.TransportationPathSystemType,\n",
" 'http://dbpedia.org/ontology/On-SiteTransportation'),\n",
" (rc.MusicalComposition_Song, 'http://dbpedia.org/ontology/Song'),\n",
" (rc.MusicalComposition_Song,\n",
" 'http://dbpedia.org/ontology/EurovisionSongContestEntry'),\n",
" (rc.EukaryoticGene, 'http://dbpedia.org/ontology/HumanGene'),\n",
" (rc.EukaryoticGene, 'http://dbpedia.org/ontology/MouseGene'),\n",
" (rc.MilitaryVehicle, 'http://dbpedia.org/ontology/MilitaryVehicle'),\n",
" (rc.MusicalInstrument, 'http://dbpedia.org/ontology/Instrument'),\n",
" (rc.LacrossePlayer, 'http://dbpedia.org/ontology/LacrossePlayer'),\n",
" (rc.FashionModel, 'http://dbpedia.org/ontology/Model'),\n",
" (rc.Sculpture, 'http://dbpedia.org/ontology/Sculpture'),\n",
" (rc.MusicalComposer, 'http://dbpedia.org/ontology/MusicComposer'),\n",
" (rc.Manga, 'http://dbpedia.org/ontology/Manga'),\n",
" (rc.Astronaut, 'http://dbpedia.org/ontology/Astronaut'),\n",
" (rc.MilitaryPerson, 'http://dbpedia.org/ontology/MilitaryPerson'),\n",
" (rc.Village, 'http://dbpedia.org/ontology/Settlement'),\n",
" (rc.Village, 'http://dbpedia.org/ontology/Village'),\n",
" (rc.Village, 'http://dbpedia.org/ontology/IranSettlement'),\n",
" (rc.PublicPlace, 'http://dbpedia.org/ontology/Venue'),\n",
" (rc.Street_Generic, 'http://dbpedia.org/ontology/Street'),\n",
" (rc.PhysicalDevice, 'http://dbpedia.org/ontology/Device'),\n",
" (rc.Insect, 'http://dbpedia.org/ontology/Insect'),\n",
" (rc.SquashPlayer, 'http://dbpedia.org/ontology/SquashPlayer'),\n",
" (rc.River, 'http://dbpedia.org/ontology/River'),\n",
" (rc.Roadway, 'http://dbpedia.org/ontology/Road'),\n",
" (rc.RollerCoaster, 'http://dbpedia.org/ontology/RollerCoaster'),\n",
" (rc.TransportFacility, 'http://dbpedia.org/ontology/LaunchPad'),\n",
" (rc.TransportFacility, 'http://dbpedia.org/ontology/RouteStop'),\n",
" (rc.Volcano, 'http://dbpedia.org/ontology/Volcano'),\n",
" (rc.Dam, 'http://dbpedia.org/ontology/Dam'),\n",
" (rc.SportsTeam, 'http://dbpedia.org/ontology/SportsTeam'),\n",
" (rc.SportsTeam, 'http://dbpedia.org/ontology/CyclingTeam'),\n",
" (rc.SportsTeam, 'http://dbpedia.org/ontology/FormulaOneTeam'),\n",
" (rc.SportsTeam, 'http://dbpedia.org/ontology/HandballTeam'),\n",
" (rc.SportsTeam, 'http://dbpedia.org/ontology/NationalSoccerClub'),\n",
" (rc.SportsTeam, 'http://dbpedia.org/ontology/SpeedwayTeam'),\n",
" (rc.Election, 'http://dbpedia.org/ontology/Election'),\n",
" (rc.Monarch_HeadOfState, 'http://dbpedia.org/ontology/Monarch'),\n",
" (rc.AnimalBodyPart, 'http://dbpedia.org/ontology/AnatomicalStructure'),\n",
" (rc.BloodVessel, 'http://dbpedia.org/ontology/BloodVessel'),\n",
" (rc.PoliticalParty, 'http://dbpedia.org/ontology/PoliticalParty'),\n",
" (rc.Terminal_TransferPoint, 'http://dbpedia.org/ontology/Station'),\n",
" (rc.MilitaryAircraft, 'http://dbpedia.org/ontology/MilitaryAircraft'),\n",
" (rc.Name, 'http://dbpedia.org/ontology/Name'),\n",
" (rc.Earthquake, 'http://dbpedia.org/ontology/Earthquake'),\n",
" (rc.Automobile, 'http://dbpedia.org/ontology/Automobile'),\n",
" (rc.Animal, 'http://dbpedia.org/ontology/Animal'),\n",
" (rc.SportsEvent, 'http://dbpedia.org/ontology/SportsEvent'),\n",
" (rc.SportsEvent, 'http://dbpedia.org/ontology/FootballMatch'),\n",
" (rc.SportsEvent,\n",
" 'http://dbpedia.org/ontology/InternationalFootballLeagueEvent'),\n",
" (rc.MusicSingle, 'http://dbpedia.org/ontology/Single'),\n",
" (rc.Spacecraft, 'http://dbpedia.org/ontology/Spacecraft'),\n",
" (rc.AirlineCompany, 'http://dbpedia.org/ontology/Airline'),\n",
" (rc.Bishop_Clerical, 'http://dbpedia.org/ontology/ChristianBishop'),\n",
" (rc.Engine, 'http://dbpedia.org/ontology/Engine'),\n",
" (rc.CourtCase, 'http://dbpedia.org/ontology/Case'),\n",
" (rc.CourtCase, 'http://dbpedia.org/ontology/LegalCase'),\n",
" (rc.Holiday, 'http://dbpedia.org/ontology/Holiday'),\n",
" (rc.Event, 'http://dbpedia.org/ontology/Event'),\n",
" (rc.SportsCompetition, 'http://dbpedia.org/ontology/SportCompetitionResult'),\n",
" (rc.AwardPractice, 'http://dbpedia.org/ontology/Award'),\n",
" (rc.RacingSportsEvent, 'http://dbpedia.org/ontology/Race'),\n",
" (rc.RacingSportsEvent, 'http://dbpedia.org/ontology/GrandPrix'),\n",
" (rc.Province, 'http://dbpedia.org/ontology/Province'),\n",
" (rc.Nerve, 'http://dbpedia.org/ontology/Nerve'),\n",
" (rc.Conference, 'http://dbpedia.org/ontology/AcademicConference'),\n",
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" (rc.CartoonCharacter, 'http://dbpedia.org/ontology/AnimangaCharacter'),\n",
" (rc.CartoonCharacter, 'http://dbpedia.org/ontology/DisneyCharacter'),\n",
" (rc.CartoonCharacter, 'http://dbpedia.org/ontology/NarutoCharacter'),\n",
" (rc.Cartoonist, 'http://dbpedia.org/ontology/ComicsCreator'),\n",
" (rc.Casino, 'http://dbpedia.org/ontology/Casino'),\n",
" (rc.Castle, 'http://dbpedia.org/ontology/Castle'),\n",
" (rc.Catalog, 'http://dbpedia.org/ontology/ArtistDiscography'),\n",
" (rc.Caterer_Person, 'http://dbpedia.org/ontology/Caterer'),\n",
" (rc.Church_Building, 'http://dbpedia.org/ontology/Church'),\n",
" (rc.HorsebackRiding, 'http://dbpedia.org/ontology/HorseRiding'),\n",
" (rc.Celebrity, 'http://dbpedia.org/ontology/Celebrity'),\n",
" (rc.Celebrity_Political, 'http://dbpedia.org/ontology/PoliticianSpouse'),\n",
" (rc.CelestialBody, 'http://dbpedia.org/ontology/CelestialBody'),\n",
" (rc.Polysaccharide, 'http://dbpedia.org/ontology/Polysaccharide'),\n",
" (rc.Mollusk, 'http://dbpedia.org/ontology/Mollusca'),\n",
" (rc.Cycad, 'http://dbpedia.org/ontology/Cycad'),\n",
" (rc.MusicalComposition_Classical,\n",
" 'http://dbpedia.org/ontology/ClassicalMusicComposition'),\n",
" (rc.Politician, 'http://dbpedia.org/ontology/Politician'),\n",
" (rc.Tunnel, 'http://dbpedia.org/ontology/Tunnel'),\n",
" (rc.Tunnel, 'http://dbpedia.org/ontology/RailwayTunnel'),\n",
" (rc.Tunnel, 'http://dbpedia.org/ontology/RoadTunnel'),\n",
" (rc.Tunnel, 'http://dbpedia.org/ontology/WaterwayTunnel'),\n",
" (rc.HolyRomanEmperor, 'http://dbpedia.org/ontology/RomanEmperor'),\n",
" (rc.Chart, 'http://dbpedia.org/ontology/ChartsPlacements'),\n",
" (rc.Infographic, 'http://dbpedia.org/ontology/ElectionDiagram'),\n",
" (rc.Chef, 'http://dbpedia.org/ontology/Chef'),\n",
" (rc.UNESCOWorldHertitageSite,\n",
" 'http://dbpedia.org/ontology/SiteOfSpecialScientificInterest'),\n",
" (rc.UNESCOWorldHertitageSite,\n",
" 'http://dbpedia.org/ontology/WorldHeritageSite'),\n",
" (rc.Minister_Governmental, 'http://dbpedia.org/ontology/VicePrimeMinister'),\n",
" (rc.Marriage_Agreement, 'http://dbpedia.org/ontology/Marriage'),\n",
" (rc.Divorce, 'http://dbpedia.org/ontology/Divorce'),\n",
" (rc.Christianity, 'http://dbpedia.org/ontology/ChristianDoctrine'),\n",
" (rc.Historian, 'http://dbpedia.org/ontology/Historian'),\n",
" (rc.Historian, 'http://dbpedia.org/ontology/Egyptologist'),\n",
" (rc.LocalReligiousCongregation, 'http://dbpedia.org/ontology/Parish'),\n",
" (rc.MovingImage, 'http://dbpedia.org/ontology/MovingImage'),\n",
" (rc.Mayor, 'http://dbpedia.org/ontology/Mayor'),\n",
" (rc.TradeUnion, 'http://dbpedia.org/ontology/TradeUnion'),\n",
" (rc.Satellite, 'http://dbpedia.org/ontology/ArtificialSatellite'),\n",
" (rc.Comedian, 'http://dbpedia.org/ontology/Comedian'),\n",
" (rc.Comedian, 'http://dbpedia.org/ontology/Humorist'),\n",
" (rc.CoalField_Developed, 'http://dbpedia.org/ontology/CoalPit'),\n",
" (rc.College, 'http://dbpedia.org/ontology/College'),\n",
" (rc.CollegeCoach, 'http://dbpedia.org/ontology/CollegeCoach'),\n",
" (rc.PropositionalConceptualWork_DramaGenre,\n",
" 'http://dbpedia.org/ontology/Drama'),\n",
" (rc.ComicalMode, 'http://dbpedia.org/ontology/Comic'),\n",
" (rc.ComedyTeam, 'http://dbpedia.org/ontology/ComedyGroup'),\n",
" (rc.ComicBookSeries, 'http://dbpedia.org/ontology/Comics'),\n",
" (rc.ComicBookSeries, 'http://dbpedia.org/ontology/Manhua'),\n",
" (rc.ComicBookSeries, 'http://dbpedia.org/ontology/Manhwa'),\n",
" (rc.ComicStrip, 'http://dbpedia.org/ontology/ComicStrip'),\n",
" (rc.InternationalOrganization,\n",
" 'http://dbpedia.org/ontology/InternationalOrganisation'),\n",
" (rc.ConflictEvent, 'http://dbpedia.org/ontology/MilitaryConflict'),\n",
" (rc.ComplexQuantityPredicate,\n",
" 'http://dbpedia.org/ontology/GrossDomesticProduct'),\n",
" (rc.ComplexQuantityPredicate,\n",
" 'http://dbpedia.org/ontology/GrossDomesticProductPerCapita'),\n",
" (rc.Executive_PublicOfficial, 'http://dbpedia.org/ontology/Lieutenant'),\n",
" (rc.Linguist, 'http://dbpedia.org/ontology/Linguist'),\n",
" (rc.ConcentrationCamp, 'http://dbpedia.org/ontology/ConcentrationCamp'),\n",
" (rc.Convention_Meeting, 'http://dbpedia.org/ontology/Convention'),\n",
" (rc.Contest, 'http://dbpedia.org/ontology/Contest'),\n",
" (rc.Continent, 'http://dbpedia.org/ontology/Continent'),\n",
" (rc.TimeInterval, 'http://dbpedia.org/ontology/TimePeriod'),\n",
" (rc.TimeInterval, 'http://dbpedia.org/ontology/YearInSpaceflight'),\n",
" (rc.Insurgency, 'http://dbpedia.org/ontology/Rebellion'),\n",
" (rc.CountySeat, 'http://dbpedia.org/ontology/CountrySeat'),\n",
" (rc.CourtCase_Appellate,\n",
" 'http://dbpedia.org/ontology/SupremeCourtOfTheUnitedStatesCase'),\n",
" (rc.Statistics, 'http://dbpedia.org/ontology/Statistic'),\n",
" (rc.MusicalPerformer, 'http://dbpedia.org/ontology/ClassicalMusicArtist'),\n",
" (rc.MusicalPerformer, 'http://dbpedia.org/ontology/MusicalArtist'),\n",
" (rc.Crater, 'http://dbpedia.org/ontology/Crater'),\n",
" (rc.Crater, 'http://dbpedia.org/ontology/LunarCrater'),\n",
" (rc.Creek, 'http://dbpedia.org/ontology/Creek'),\n",
" (rc.CricketField, 'http://dbpedia.org/ontology/CricketGround'),\n",
" (rc.CricketTeam, 'http://dbpedia.org/ontology/CricketTeam'),\n",
" (rc.SystemOfWrittenMaterials, 'http://dbpedia.org/ontology/LiteraryGenre'),\n",
" (rc.Fern, 'http://dbpedia.org/ontology/Fern'),\n",
" (rc.PoliticalAction, 'http://dbpedia.org/ontology/PoliticalFunction'),\n",
" (rc.Demographics, 'http://dbpedia.org/ontology/Demographics'),\n",
" (rc.DepthPerception, 'http://dbpedia.org/ontology/Depth'),\n",
" (rc.Mine_ExcavationFacility, 'http://dbpedia.org/ontology/Mine'),\n",
" (rc.DigitalCamera, 'http://dbpedia.org/ontology/DigitalCamera'),\n",
" (rc.Dike, 'http://dbpedia.org/ontology/Dike'),\n",
" (rc.Diploma, 'http://dbpedia.org/ontology/Diploma'),\n",
" (rc.Prefecture, 'http://dbpedia.org/ontology/Prefecture'),\n",
" (rc.Ginkgo, 'http://dbpedia.org/ontology/Ginkgo'),\n",
" (rc.Vein, 'http://dbpedia.org/ontology/Vein'),\n",
" (rc.DwarfStar, 'http://dbpedia.org/ontology/BrownDwarf'),\n",
" (rc.King_HeadOfState, 'http://dbpedia.org/ontology/PolishKing'),\n",
" (rc.PyramidMonument, 'http://dbpedia.org/ontology/Pyramid'),\n",
" (rc.ElementStuff, 'http://dbpedia.org/ontology/ChemicalElement'),\n",
" (rc.Embryology, 'http://dbpedia.org/ontology/Embryology'),\n",
" (rc.Skyscraper, 'http://dbpedia.org/ontology/Skyscraper'),\n",
" (rc.Employer, 'http://dbpedia.org/ontology/Employer'),\n",
" (rc.Zoologist, 'http://dbpedia.org/ontology/Entomologist'),\n",
" (rc.PopulationOfType_Organism_Whole,\n",
" 'http://dbpedia.org/ontology/Population'),\n",
" (rc.Escalator, 'http://dbpedia.org/ontology/Escalator'),\n",
" (rc.Train, 'http://dbpedia.org/ontology/Train'),\n",
" (rc.Planet, 'http://dbpedia.org/ontology/Planet'),\n",
" (rc.ExurbanNeighborhood, 'http://dbpedia.org/ontology/Intercommunality'),\n",
" (rc.SoccerCompetition, 'http://dbpedia.org/ontology/SoccerTournament'),\n",
" (rc.WrestlingSportsEvent, 'http://dbpedia.org/ontology/WrestlingEvent'),\n",
" (rc.GenreTypes, 'http://dbpedia.org/ontology/Genre'),\n",
" (rc.Farmer, 'http://dbpedia.org/ontology/Farmer'),\n",
" (rc.Guitar, 'http://dbpedia.org/ontology/Guitar'),\n",
" (rc.FilmFestival, 'http://dbpedia.org/ontology/FilmFestival'),\n",
" (rc.Flooding, 'http://dbpedia.org/ontology/StormSurge'),\n",
" (rc.ForeignOffice, 'http://dbpedia.org/ontology/OverseasDepartment'),\n",
" (rc.FormulaOneRacer, 'http://dbpedia.org/ontology/FormulaOneRacer'),\n",
" (rc.FortTheShelterRegion, 'http://dbpedia.org/ontology/Fort'),\n",
" (rc.WineTypeByRegion,\n",
" 'http://dbpedia.org/ontology/ControlledDesignationOfOriginWine'),\n",
" (rc.TVShowHost, 'http://dbpedia.org/ontology/TelevisionHost'),\n",
" (rc.GatedCommunity, 'http://dbpedia.org/ontology/GatedCommunity'),\n",
" (rc.SocialGroup, 'http://dbpedia.org/ontology/Group'),\n",
" (rc.GeneralManager_SportsTeam, 'http://dbpedia.org/ontology/SportsManager'),\n",
" (rc.GeneralManager_SportsTeam, 'http://dbpedia.org/ontology/SoccerManager'),\n",
" (rc.GeographicalDirection_General,\n",
" 'http://dbpedia.org/ontology/CardinalDirection'),\n",
" (rc.Prehistoric, 'http://dbpedia.org/ontology/PrehistoricalPeriod'),\n",
" (rc.HotSpring, 'http://dbpedia.org/ontology/HotSpring'),\n",
" (rc.GnetopsidaClass, 'http://dbpedia.org/ontology/Gnetophytes'),\n",
" (rc.Musical, 'http://dbpedia.org/ontology/Musical'),\n",
" (rc.GolfTournament, 'http://dbpedia.org/ontology/GolfTournament'),\n",
" (rc.StateGovernor, 'http://dbpedia.org/ontology/Governor'),\n",
" (rc.Grape, 'http://dbpedia.org/ontology/Grape'),\n",
" (rc.GraveMarker, 'http://dbpedia.org/ontology/GraveMonument'),\n",
" (rc.GreenAlgae, 'http://dbpedia.org/ontology/GreenAlga'),\n",
" (rc.Mill_ManufacturingFacility, 'http://dbpedia.org/ontology/Mill'),\n",
" (rc.Guitarist, 'http://dbpedia.org/ontology/Guitarist'),\n",
" (rc.Play, 'http://dbpedia.org/ontology/Play'),\n",
" (rc.Organ_MusicalInstrument, 'http://dbpedia.org/ontology/Organ'),\n",
" (rc.HeraldicDevice, 'http://dbpedia.org/ontology/Blazon'),\n",
" (rc.HistoricBuilding, 'http://dbpedia.org/ontology/HistoricBuilding'),\n",
" (rc.RailwayTramwayCar, 'http://dbpedia.org/ontology/TrainCarriage'),\n",
" (rc.HospitalBuilding, 'http://dbpedia.org/ontology/Hospital'),\n",
" (rc.HumanTypeByLifeStageType, 'http://dbpedia.org/ontology/PersonalEvent'),\n",
" (rc.ShoppingMallBuilding, 'http://dbpedia.org/ontology/ShoppingMall'),\n",
" (rc.InformationManagementUse,\n",
" 'http://dbpedia.org/ontology/InformationAppliance'),\n",
" (rc.MassCommunicating, 'http://dbpedia.org/ontology/Media'),\n",
" (rc.InternetMovieDatabase, 'http://dbpedia.org/ontology/Imdb'),\n",
" (rc.RoadwayJunction, 'http://dbpedia.org/ontology/RoadJunction'),\n",
" (rc.TelevisionStation, 'http://dbpedia.org/ontology/TelevisionStation'),\n",
" (rc.Jockey, 'http://dbpedia.org/ontology/Jockey'),\n",
" (rc.Polyhedron, 'http://dbpedia.org/ontology/Polyhedron'),\n",
" (rc.MartialArtsSportsEvent,\n",
" 'http://dbpedia.org/ontology/MixedMartialArtsEvent'),\n",
" (rc.StillImage, 'http://dbpedia.org/ontology/StillImage'),\n",
" (rc.LawFirm, 'http://dbpedia.org/ontology/LawFirm'),\n",
" (rc.Ligament, 'http://dbpedia.org/ontology/Ligament'),\n",
" (rc.LycophytinaSubdivision, 'http://dbpedia.org/ontology/ClubMoss'),\n",
" (rc.LymphFluid, 'http://dbpedia.org/ontology/Lymph'),\n",
" (rc.Matador, 'http://dbpedia.org/ontology/BullFighter'),\n",
" (rc.MathematicalThing, 'http://dbpedia.org/ontology/MathematicalConcept'),\n",
" (rc.PornStar, 'http://dbpedia.org/ontology/Pornstar'),\n",
" (rc.MediaOrganization, 'http://dbpedia.org/ontology/Broadcaster'),\n",
" (rc.MediaOrganization, 'http://dbpedia.org/ontology/BroadcastNetwork'),\n",
" (rc.MedicalDatabase, 'http://dbpedia.org/ontology/BiologicalDatabase'),\n",
" (rc.ParliamentMember, 'http://dbpedia.org/ontology/MemberOfParliament'),\n",
" (rc.Monastery_Residence, 'http://dbpedia.org/ontology/Monastery'),\n",
" (rc.Sculptor, 'http://dbpedia.org/ontology/Sculptor'),\n",
" (rc.Novel, 'http://dbpedia.org/ontology/Novel'),\n",
" (rc.Satellite_HeavenlyBody, 'http://dbpedia.org/ontology/Satellite'),\n",
" (rc.Mosque, 'http://dbpedia.org/ontology/Mosque'),\n",
" (rc.MotorRacing, 'http://dbpedia.org/ontology/MotorRace'),\n",
" (rc.Motorcyclist_Professional, 'http://dbpedia.org/ontology/MotocycleRacer'),\n",
" (rc.Motorcyclist_Professional, 'http://dbpedia.org/ontology/MotorcycleRider'),\n",
" (rc.Motorcyclist_Professional, 'http://dbpedia.org/ontology/SpeedwayRider'),\n",
" (rc.MusicDirector, 'http://dbpedia.org/ontology/MusicDirector'),\n",
" (rc.MusicFestival, 'http://dbpedia.org/ontology/MusicFestival'),\n",
" (rc.NASCARDriver, 'http://dbpedia.org/ontology/NascarDriver'),\n",
" (rc.OlympicCompetition, 'http://dbpedia.org/ontology/OlympicEvent'),\n",
" (rc.OlympicCompetition, 'http://dbpedia.org/ontology/OlympicResult'),\n",
" (rc.NationalAnthem, 'http://dbpedia.org/ontology/NationalAnthem'),\n",
" (rc.NewspaperSeries, 'http://dbpedia.org/ontology/Newspaper'),\n",
" (rc.NobelPrize, 'http://dbpedia.org/ontology/NobelPrize'),\n",
" (rc.NordicCombinedSportsEvent, 'http://dbpedia.org/ontology/NordicCombined'),\n",
" (rc.Note_Document, 'http://dbpedia.org/ontology/Annotation'),\n",
" (rc.Novella, 'http://dbpedia.org/ontology/LightNovel'),\n",
" (rc.ObjectTypeByStyle, 'http://dbpedia.org/ontology/Fashion'),\n",
" (rc.Opera, 'http://dbpedia.org/ontology/Opera'),\n",
" (rc.Orphan, 'http://dbpedia.org/ontology/Orphan'),\n",
" (rc.Playwright, 'http://dbpedia.org/ontology/PlayWright'),\n",
" (rc.Pope, 'http://dbpedia.org/ontology/Pope'),\n",
" (rc.PopulatedPlacePart, 'http://dbpedia.org/ontology/SubMunicipality'),\n",
" (rc.Windmill, 'http://dbpedia.org/ontology/Windmill'),\n",
" (rc.PresidentOfOrganization, 'http://dbpedia.org/ontology/President'),\n",
" (rc.PrimeMinister_HeadOfGovernment,\n",
" 'http://dbpedia.org/ontology/PrimeMinister'),\n",
" (rc.ProWrestler, 'http://dbpedia.org/ontology/SumoWrestler'),\n",
" (rc.Producer, 'http://dbpedia.org/ontology/Producer'),\n",
" (rc.University, 'http://dbpedia.org/ontology/University'),\n",
" (rc.PublicWaterSystem, 'http://dbpedia.org/ontology/DistrictWaterBoard'),\n",
" (rc.Publisher, 'http://dbpedia.org/ontology/Publisher'),\n",
" (rc.Songwriter, 'http://dbpedia.org/ontology/SongWriter'),\n",
" (rc.RadioShow, 'http://dbpedia.org/ontology/RadioProgram'),\n",
" (rc.RadioStation_Organization, 'http://dbpedia.org/ontology/RadioStation'),\n",
" (rc.RadioTalkShowHost, 'http://dbpedia.org/ontology/RadioHost'),\n",
" (rc.TalkShowHost, 'http://dbpedia.org/ontology/Host'),\n",
" (rc.TalkShowHost, 'http://dbpedia.org/ontology/Presenter'),\n",
" (rc.Railway, 'http://dbpedia.org/ontology/RailwayLine'),\n",
" (rc.Referee, 'http://dbpedia.org/ontology/Referee'),\n",
" (rc.RestArea, 'http://dbpedia.org/ontology/RestArea'),\n",
" (rc.Resume, 'http://dbpedia.org/ontology/Resume'),\n",
" (rc.RocketEngine, 'http://dbpedia.org/ontology/RocketEngine'),\n",
" (rc.Streetcar, 'http://dbpedia.org/ontology/Tram'),\n",
" (rc.SabreFencer, 'http://dbpedia.org/ontology/Fencer'),\n",
" (rc.Saint, 'http://dbpedia.org/ontology/Saint'),\n",
" (rc.Screenwriter, 'http://dbpedia.org/ontology/ScreenWriter'),\n",
" (rc.ServiceStation, 'http://dbpedia.org/ontology/FillingStation'),\n",
" (rc.Shrine_Religious, 'http://dbpedia.org/ontology/Shrine'),\n",
" (rc.SkiArea, 'http://dbpedia.org/ontology/SkiArea'),\n",
" (rc.SkiResort_Attraction, 'http://dbpedia.org/ontology/SkiResort'),\n",
" (rc.SolarEclipse, 'http://dbpedia.org/ontology/SolarEclipse'),\n",
" (rc.SpaceShuttle, 'http://dbpedia.org/ontology/SpaceShuttle'),\n",
" (rc.SpaceStation, 'http://dbpedia.org/ontology/SpaceStation'),\n",
" (rc.SubwayStation, 'http://dbpedia.org/ontology/MetroStation'),\n",
" (rc.Synagogue, 'http://dbpedia.org/ontology/Synagogue'),\n",
" (rc.TVCharacter, 'http://dbpedia.org/ontology/SoapCharacter'),\n",
" (rc.TVSeason, 'http://dbpedia.org/ontology/TelevisionSeason'),\n",
" (rc.TVShow_Single, 'http://dbpedia.org/ontology/TelevisionEpisode'),\n",
" (rc.TeamHandballPlayer, 'http://dbpedia.org/ontology/HandballPlayer'),\n",
" (rc.TelevisionDirector, 'http://dbpedia.org/ontology/TelevisionDirector'),\n",
" (rc.TelevisionStar, 'http://dbpedia.org/ontology/TelevisionPersonality'),\n",
" (rc.TheHumanLifeCycle, 'http://dbpedia.org/ontology/LifeCycleEvent'),\n",
" (rc.TheatreDirector, 'http://dbpedia.org/ontology/TheatreDirector'),\n",
" (rc.TimeInPosition_Served, 'http://dbpedia.org/ontology/TermOfOffice'),\n",
" (rc.ToDoList, 'http://dbpedia.org/ontology/TrackList'),\n",
" (rc.TransformerSubstation,\n",
" 'http://dbpedia.org/ontology/ElectricalSubstation'),\n",
" (rc.Treadmill, 'http://dbpedia.org/ontology/Treadmill'),\n",
" (rc.USRepresentative, 'http://dbpedia.org/ontology/Congressman'),\n",
" (rc.VicePresidentOfOrganization, 'http://dbpedia.org/ontology/VicePresident'),\n",
" (rc.ViticulturalDomain, 'http://dbpedia.org/ontology/WineRegion'),\n",
" (rc.WaterPoweredMill, 'http://dbpedia.org/ontology/Watermill'),\n",
" (rc.WaterTower, 'http://dbpedia.org/ontology/WaterTower'),\n",
" (rc.WaterwayLock, 'http://dbpedia.org/ontology/Lock'),\n",
" (rc.WindPoweredTurbine, 'http://dbpedia.org/ontology/WindMotor'),\n",
" (rc.Winery, 'http://dbpedia.org/ontology/Winery'),\n",
" (rc.WomensTennisAssociationTournament,\n",
" 'http://dbpedia.org/ontology/WomensTennisAssociationTournament'),\n",
" (rc.WorkQuantity, 'http://dbpedia.org/ontology/UnitOfWork'),\n",
" (rc.ZooOrganization, 'http://dbpedia.org/ontology/Zoo'),\n",
" (kko.TopicsCategories, 'http://dbpedia.org/ontology/TopicalConcept'),\n",
" (kko.Eukaryotes, 'http://dbpedia.org/ontology/Eukaryote'),\n",
" (kko.Geopolitical, 'http://dbpedia.org/ontology/AdministrativeRegion')]"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"list(rc.dbpedia_ontology_id.get_relations())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Then, we can decompose those results to construct up our format for annotating a s-p-o tuple to get the exact mapping predicate used:"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['owl:equivalentClass']"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"list(kko.mappingAsObject[rc.Currency, rc.dbpedia_ontology_id, 'http://dbpedia.org/ontology/Currency']) "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"With some string replacements and shifting the orders, we then can see how we can get a reconstruction of the input rows we used to load the external mappings in the first place, with our example becoming:\n",
"\n",
"\n", " rc.Currency, owl:equivalentClass, http://dbpedia.org/ontology/Currency\n", "\n", "\n", "(Using 'rc.' rather than base IRI in this example.) For the moment, we will defer writing the full routine, but will eventually add it to our
extract.py
module. We will also embed this code block into a loop that writes our individual mapping files to disk, thereby completing the external mapping portion of our roundtrip."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
" *.ipynb
file. It may take a bit of time for the interactive option to load.