""" Associate to each entity a type (exclusive membership). Association is imperfect (e.g. some false positives, false negatives), however the majority of entities are covered under this umbrella and thus a model can learn to predict several of the attributes listed below. """ from numpy import ( logical_and, logical_or, logical_not, logical_xor, where ) from wikidata_linker_utils.logic import logical_negate, logical_ors, logical_ands import wikidata_linker_utils.wikidata_properties as wprop def wkp(c, name): return c.article2id['enwiki/' + name][0][0] def wkd(c, name): return c.name2index[name] def classify(c): TRAVERSIBLE = [wprop.INSTANCE_OF, wprop.SUBCLASS_OF] TRAVERSIBLE_LO = [wprop.INSTANCE_OF, wprop.SUBCLASS_OF, wprop.IS_A_LIST_OF] MALE = wkd(c,"Q6581097") FEMALE = wkd(c,"Q6581072") HUMAN = wkp(c, "Human") TAXON = wkd(c, "Q16521") HORSE = wkd(c, "Q726") RACE_HORSE = wkd(c, "Q10855242") FOSSIL_TAXON = wkd(c, "Q23038290") MONOTYPIC_TAXON = wkd(c, "Q310890") FOOD = wkp(c, "Food") DRINK = wkp(c, "Drink") BIOLOGY = wkp(c, "Biology") GEOGRAPHICAL_OBJECT = wkd(c, "Q618123") LOCATION_GEOGRAPHY = wkd(c, "Q2221906") ORGANISATION = wkp(c, 'Organization') MUSICAL_WORK = wkd(c, 'Q2188189') AUDIO_VISUAL_WORK = wkd(c,'Q2431196') ART_WORK = wkd(c,'Q838948') PHYSICAL_OBJECT = wkp(c, "Physical body") VALUE = wkd(c, 'Q614112') TIME_INTERVAL = wkd(c, 'Q186081') EVENT = wkd(c, 'Q1656682') POPULATED_PLACE = wkd(c, 'Q486972') ACTIVITY = wkd(c, "Q1914636") PROCESS = wkd(c, "Q3249551") BODY_OF_WATER = wkd(c, "Q15324") PEOPLE = wkd(c, "Q2472587") LANGUAGE = wkd(c, "Q34770") ALPHABET = wkd(c, "Q9779") SPEECH = wkd(c, "Q861911") GAS = wkd(c, "Q11432") CHEMICAL_COMPOUND = wkd(c, "Q11173") DRUG = wkd(c, "Q8386") GEOMETRIC_SHAPE = wkd(c, "Q815741") MIND = wkd(c, "Q450") TV_STATION = wkd(c, "Q1616075") AWARD_CEREMONY = wkd(c, "Q4504495") SONG = wkd(c, "Q7366") SINGLE = wkd(c, "Q134556") CHESS_OPENING = wkd(c, "Q103632") BATTLE = wkd(c, "Q178561") BLOCKADE = wkd(c, "Q273976") MILITARY_OFFENSIVE = wkd(c, "Q2001676") DEVELOPMENT_BIOLOGY = wkd(c, "Q213713") UNIT_OF_MASS = wkd(c, "Q3647172") WATERCOURSE = wkd(c, "Q355304") VOLCANO = wkd(c, "Q8072") LAKE = wkd(c, "Q23397") SEA = wkd(c, "Q165") BRAND = wkd(c, "Q431289") AUTOMOBILE_MANUFACTURER = wkd(c, "Q786820") MOUNTAIN = wkd(c, "Q8502") MASSIF = wkd(c, "Q1061151") WAR = wkd(c, "Q198") CRIME = wkd(c, "Q83267") GENE = wkd(c, "Q7187") CHROMOSOME = wkd(c, "Q37748") DISEASE = wkd(c, "Q12136") ASTEROID = wkd(c, "Q3863") COMET = wkd(c, "Q3559") PLANET = wkd(c, "Q634") GALAXY = wkd(c, "Q318") ASTRONOMICAL_OBJECT = wkd(c, "Q6999") FICTIONAL_ASTRONOMICAL_OBJECT = wkd(c, "Q15831598") MATHEMATICAL_OBJECT = wkd(c, "Q246672") REGION = wkd(c, "Q82794") PHYSICAL_QUANTITY = wkd(c, "Q107715") NUMBER = wkd(c, "Q11563") NATURAL_PHENOMENON = wkd(c, "Q1322005") GEOLOGICAL_FORMATION = wkd(c, "Q736917") CURRENCY = wkd(c, "Q8142") MONEY = wkd(c, "Q1368") LANDFORM = wkd(c, "Q271669") COUNTRY = wkd(c, "Q6256") FICTIONAL_HUMAN = wkd(c, "Q15632617") AWARD = wkd(c, "Q618779") RELIGIOUS_TEXT = wkd(c, "Q179461") OCCUPATION = wkd(c, "Q12737077") PROFESSION = wkd(c, "Q28640") POSITION = wkd(c, "Q4164871") RELIGION = wkd(c, "Q9174") SOFTWARE = wkd(c, "Q7397") ELECTRONIC_GAME = wkd(c, "Q2249149") GAME = wkd(c, "Q11410") VIDEO_GAME_FRANCHISES = wkd(c, "Q7213857") TRAIN_STATION = wkd(c, "Q55488") BRIDGE = wkd(c, "Q12280") AIRPORT = wkd(c, "Q62447") SURNAME = wkd(c, "Q101352") GIVEN_NAME = wkd(c, "Q202444") FEMALE_GIVEN_NAME = wkd(c, "Q11879590") MALE_GIVEN_NAME = wkd(c, "Q12308941") GIVEN_NAME = wkd(c, "Q202444") MOLECULE = wkd(c, "Q11369") PROTEIN_FAMILY = wkd(c, "Q417841") PROTEIN_DOMAIN = wkd(c, "Q898273") MULTIPROTEIN_COMPLEX = wkd(c, "Q420927") LAW = wkd(c, "Q7748") VEHICLE = wkd(c, "Q42889") MODE_OF_TRANSPORT = wkd(c, "Q334166") WATERCRAFT = wkd(c, "Q1229765") AIRCRAFT = wkd(c, "Q11436") ROAD_VEHICLE = wkd(c, "Q1515493") AUTOMOBILE_MODEL = wkd(c, "Q3231690") AUTOMOBILE = wkd(c, "Q1420") TRUCK = wkd(c, "Q43193") MOTORCYCLE_MODEL = wkd(c, "Q23866334") TANK = wkd(c, "Q12876") FIRE_ENGINE = wkd(c, "Q208281") AMBULANCE = wkd(c, "Q180481") RAILROAD = wkd(c, "Q22667") RADIO_PROGRAM = wkd(c, "Q1555508") DISCOGRAPHY = wkd(c, "Q273057") WEBSITE = wkd(c, "Q35127") WEAPON = wkd(c, "Q728") PUBLICATION = wkd(c, "Q732577") ARTICLE = wkd(c, "Q191067") FAMILY = wkd(c, "Q8436") FICTIONAL_CHARACTER = wkd(c, "Q95074") FACILITY = wkd(c, "Q13226383") CONCEPT = wkd(c, "Q151885") PROVERB = wkd(c, "Q35102") ANATOMICAL_STRUCTURE = wkd(c, "Q4936952") BREED = wkd(c, "Q38829") PLANT_STRUCTURE = wkd(c, "Q25571752") PLANT = wkd(c, "Q756") SPECIAL_FIELD = wkd(c, "Q1047113") ACADEMIC_DISCIPLINE = wkd(c, "Q11862829") TERM = wkd(c, "Q1969448") SEXUAL_ORIENTATION = wkd(c, "Q17888") PARADIGM = wkd(c, "Q28643") LEGAL_CASE = wkd(c, "Q2334719") SPORT = wkd(c, "Q349") RECURRING_SPORTING_EVENT = wkd(c, "Q18608583") ART_GENRE = wkd(c, "Q1792379") SPORTING_EVENT = wkd(c, "Q16510064") COMIC = wkd(c, "Q1004") CHARACTER = wkd(c, "Q3241972") PERSON = wkd(c, "Q215627") NATIONAL_HERITAGE_SITE = wkd(c, "Q358") ESTATE = wkd(c, "Q2186896") ELECTION = wkd(c, "Q40231") LEGISLATIVE_TERM = wkd(c, "Q15238777") COMPETITION = wkd(c, "Q476300") LEGAL_ACTION = wkd(c, "Q27095657") SEX_TOY = wkd(c, "Q10816") MONUMENT = wkd(c, "Q4989906") ASSOCIATION_FOOTBALL_POSITION = wkd(c, "Q4611891") # ICE_HOCKEY_POSITION = wkd(c, "Q18533987") # PART_OF_LAND = wkd(c, "Q23001306") MUSIC_DOWNLOAD = wkd(c, "Q6473564") OCCUPATION = wkd(c, "Q12737077") KINSHIP = wkd(c, "Q171318") KIN = wkd(c, "Q21073947") PSEUDONYM = wkd(c, "Q61002") STOCK_CHARACTER = wkd(c, "Q162244") TITLE = wkd(c, "Q4189293") DATA_FORMAT = wkd(c, "Q494823") ELECTROMAGNETIC_WAVE = wkd(c, "Q11386") POSTAL_CODE = wkd(c, "Q37447") CLOTHING = wkd(c, "Q11460") NATIONALITY = wkd(c, "Q231002") BASEBALL_POSITION = wkd(c, "Q1151733") AMERICAN_FOOTBALL_POSITIONS = wkd(c, "Q694589") POSITION_TEAM_SPORTS = wkd(c, "Q1781513") FILE_FORMAT_FAMILY = wkd(c, "Q26085352") FILE_FORMAT = wkd(c, "Q235557") TAXONOMIC_RANK = wkd(c, "Q427626") ORDER_HONOUR = wkd(c, "Q193622") BRANCH_OF_SCIENCE = wkd(c, "Q2465832") RESEARCH = wkd(c, "Q42240") METHOD = wkd(c, "Q1799072") ALGORITHM = wkd(c, "Q8366") PROPOSITION = wkd(c, "Q108163") SPORTSPERSON = wkd(c, "Q2066131") LAKES_MINESOTTA = wkd(c, "Q8580663") NAMED_PASSENGER_TRAIN_INDIA = wkd(c, "Q9260591") TOWNSHIPS_MISOURI = wkd(c, "Q8861637") RACE_ETHNICITY_USA = wkd(c, "Q2035701") RECORD_CHART = wkd(c, "Q373899") SINGLE_ENGINE_AIRCRAFT = wkd(c, "Q7405339") SIGNIFICANT_OTHER = wkd(c, "Q841509") BILLBOARDS = wkd(c, "Q19754079") RADIO_STATION = wkd(c, "Q19754079") RADIO_STATION2 = wkd(c, "Q1474493") NOBLE_TITLE = wkd(c, "Q216353") HOUSES_NATIONAL_REGISTER_ARKANSAS = wkd(c, "Q8526394") CLADE = wkd(c, "Q713623") BOARD_GAMES = wkd(c, "Q131436") CLAN = wkd(c, "Q211503") ACCIDENT = wkd(c, "Q171558") MASSACRE = wkd(c, "Q3199915") TORNADO = wkd(c, "Q8081") NATURAL_DISASTER = wkd(c, "Q8065") SPORTS_TEAM = wkd(c, "Q12973014") BAND_ROCK_AND_POP = wkd(c, "Q215380") ORGANIZATION_OTHER = wkd(c, "Q43229") POLITICAL_PARTY = wkd(c, "Q7278") SPECIES = wkd(c, "Q7432") CHEMICAL_SUBSTANCE = wkd(c, "Q79529") THREATENED_SPECIES = wkd(c, "Q515487") HYPOTHETICAL_SPECIES = wkd(c, "Q5961273") CONFLICT = wkd(c, "Q180684") PRIVATE_USE_AREAS = wkd(c, "Q11152836") BARONETCIES_IN_UK = wkd(c, "Q8290061") EXTINCT_BARONETCIES_ENGLAND = wkd(c, "Q8432223") EXTINCT_BARONETCIES_UK = wkd(c, "Q8432226") WIKIPEDIA_DISAMBIGUATION = wkd(c, "Q4167410") WIKIPEDIA_TEMPLATE_NAMESPACE = wkd(c, "Q11266439") WIKIPEDIA_LIST = wkd(c, "Q13406463") WIKIPEDIA_PROJECT_PAGE = wkd(c, "Q14204246") WIKIMEDIA_CATEGORY_PAGE = wkd(c, "Q4167836") WIKIPEDIA_USER_LANGUAGE_TEMPLATE = wkd(c, "Q19842659") WIKIDATA_PROPERTY = wkd(c, "Q18616576") COLLEGIATE_ATHLETICS_PROGRAM = wkd(c, "Q5146583") SPORTS_TRANSFER_AF = wkd(c, "Q1811518") DEMOGRAPHICS_OF_NORWAY = wkd(c, "Q7664203") DOCUMENT = wkd(c, "Q49848") BASIC_STAT_UNIT_NORWAY = wkd(c, "Q4580177") PUBLIC_TRANSPORT = wkd(c, "Q178512") HAZARD = wkd(c, "Q1132455") BASEBALL_RULES = wkd(c, "Q1153773") HIT_BASEBALL = wkd(c, "Q713493") OUT_BASEBALL = wkd(c, "Q1153773") LAWS_OF_ASSOCIATION_FOOTBALL = wkd(c, "Q7215850") CRICKET_LAWS_AND_REGULATION = wkd(c, "Q8427034") MEASUREMENTS_OF_POVERTY = wkd(c, "Q8614855") PROFESSIONAL_WRESTLING_MATCH_TYPES = wkd(c, "Q679633") CITATION = wkd(c, "Q1713") INTERNATIONAL_RELATIONS = wkd(c, "Q166542") WORLD_VIEW = wkd(c, "Q49447") ROCK_GEOLOGY = wkd(c, "Q8063") BASEBALL_STATISTIC = wkd(c, "Q8291081") BASEBALL_STATISTICS = wkd(c, "Q809898") TRAIN_ACCIDENT = wkd(c, "Q1078765") CIRCUS_SKILLS = wkd(c, "Q4990963") FOLKLORE = wkd(c, "Q36192") NEWS_BUREAU = wkd(c, "Q19824398") RECESSION = wkd(c, "Q176494") NYC_BALLET = wkd(c, "Q1336942") SPORTS_RECORD = wkd(c, "Q1241356") WINGSPAN = wkd(c, "Q245097") WIN_LOSS_RECORD_PITCHING = wkd(c, "Q1202506") CRICKET_TERMINOLOGY = wkd(c, "Q8427141") UNION_ARMY = wkd(c, "Q1752901") POPULATION = wkd(c, "Q33829") WIND = wkd(c, "Q8094") TORPEDO_TUBE = wkd(c, "Q1330003") WEAPONS_PLATFORM = wkd(c, "Q7978115") COLOR = wkd(c, "Q1075") SOCIAL_SCIENCE = wkd(c, "Q34749") DISCIPLINE_ACADEMIA = wkd(c, "Q11862829") FORMAL_SCIENCE = wkd(c, "Q816264") ASPHALT = wkd(c, "Q167510") TALK_RADIO = wkd(c, "Q502319") ART_MOVEMENT = wkd(c, "Q968159") IDEOLOGY = wkd(c, "Q7257") # print([c.get_name(idx) for idx in c.relation(wprop.INSTANCE_OF)[wkd(c, "Q14934048")]]) # print([c.get_name(idx) for idx in c.get_inverted_relation(wprop.INSTANCE_OF)[wkd(c, "Q14934048")]]) # print([c.get_name(idx) for idx in c.relation(wprop.PART_OF)[wkd(c, "Q14934048")]]) # print([c.get_name(idx) for idx in c.get_inverted_relation(wprop.PART_OF)[wkd(c, "Q14934048")]]) # print([c.get_name(idx) for idx in c.relation(wprop.SUBCLASS_OF)[wkd(c, "Q14934048")]]) # print([c.get_name(idx) for idx in c.get_inverted_relation(wprop.SUBCLASS_OF)[wkd(c, "Q14934048")]]) # print([c.get_name(idx) for idx in c.relation(wprop.CATEGORY_LINK)[wkd(c, "Q14934048")]]) # print([c.get_name(idx) for idx in c.get_inverted_relation(wprop.CATEGORY_LINK)[wkd(c, "Q14934048")]]) is_sports_terminology = logical_or( c.satisfy(TRAVERSIBLE_LO, [OUT_BASEBALL, HIT_BASEBALL]), c.satisfy( [wprop.CATEGORY_LINK], [ BASEBALL_RULES, LAWS_OF_ASSOCIATION_FOOTBALL, CRICKET_LAWS_AND_REGULATION, PROFESSIONAL_WRESTLING_MATCH_TYPES, CRICKET_TERMINOLOGY ], max_steps=1 ) ) is_accident = c.satisfy(TRAVERSIBLE_LO, [ACCIDENT]) is_taxon = c.satisfy([wprop.INSTANCE_OF, wprop.IS_A_LIST_OF], [ TAXON, FOSSIL_TAXON, MONOTYPIC_TAXON, HORSE, RACE_HORSE, CLADE, SPECIES, THREATENED_SPECIES, HYPOTHETICAL_SPECIES ] ) is_breed = c.satisfy(TRAVERSIBLE_LO, [BREED]) is_taxon_or_breed = logical_or(is_taxon, is_breed) is_human = c.satisfy(TRAVERSIBLE_LO, [HUMAN, FICTIONAL_HUMAN]) is_country = c.satisfy(TRAVERSIBLE_LO, [COUNTRY]) is_people = c.satisfy( TRAVERSIBLE_LO, [ PEOPLE, NATIONALITY, SPORTS_TRANSFER_AF, POPULATION ] ) is_populated_place = logical_or( c.satisfy(TRAVERSIBLE_LO, [POPULATED_PLACE]), c.satisfy([wprop.CATEGORY_LINK], [TOWNSHIPS_MISOURI], max_steps=1) ) is_organization = c.satisfy( TRAVERSIBLE_LO, [ POLITICAL_PARTY, COLLEGIATE_ATHLETICS_PROGRAM, ORGANIZATION_OTHER, ORGANISATION, SPORTS_TEAM, BAND_ROCK_AND_POP, NEWS_BUREAU, NYC_BALLET, UNION_ARMY ] ) is_position = c.satisfy( TRAVERSIBLE_LO, [ POSITION, OCCUPATION, POSITION_TEAM_SPORTS, AMERICAN_FOOTBALL_POSITIONS, ASSOCIATION_FOOTBALL_POSITION, BASEBALL_POSITION, # ICE_HOCKEY_POSITION, SPORTSPERSON ] ) is_kinship = c.satisfy(TRAVERSIBLE_LO, [KINSHIP]) is_kin = c.satisfy([wprop.SUBCLASS_OF, wprop.IS_A_LIST_OF], [KIN]) is_title = logical_or( c.satisfy(TRAVERSIBLE_LO, [TITLE, NOBLE_TITLE]), c.satisfy([wprop.CATEGORY_LINK], [BARONETCIES_IN_UK, EXTINCT_BARONETCIES_UK, EXTINCT_BARONETCIES_ENGLAND], max_steps=1) ) is_art_work = c.satisfy(TRAVERSIBLE_LO, [ART_WORK, COMIC]) is_audio_visual_work = c.satisfy(TRAVERSIBLE_LO, [AUDIO_VISUAL_WORK, TV_STATION]) is_fictional_character = c.satisfy(TRAVERSIBLE_LO, [FICTIONAL_CHARACTER]) is_name = c.satisfy(TRAVERSIBLE_LO, [GIVEN_NAME, SURNAME, FEMALE_GIVEN_NAME, MALE_GIVEN_NAME, PSEUDONYM]) is_stock_character = c.satisfy([wprop.INSTANCE_OF, wprop.IS_A_LIST_OF], [STOCK_CHARACTER]) is_family = c.satisfy(TRAVERSIBLE_LO, [FAMILY, CLAN]) is_award = c.satisfy(TRAVERSIBLE_LO, [AWARD]) is_electromagnetic_wave = c.satisfy(TRAVERSIBLE_LO, [ELECTROMAGNETIC_WAVE]) is_geographical_object = c.satisfy( TRAVERSIBLE_LO, [ GEOGRAPHICAL_OBJECT, BODY_OF_WATER, LOCATION_GEOGRAPHY, GEOLOGICAL_FORMATION, NATIONAL_HERITAGE_SITE, ESTATE, # PART_OF_LAND, PRIVATE_USE_AREAS ] ) is_postal_code = c.satisfy(TRAVERSIBLE_LO, [POSTAL_CODE]) is_person = c.satisfy(TRAVERSIBLE_LO, [PERSON]) is_person_only = logical_or( logical_negate( is_person, [ is_human, is_people, is_populated_place, is_organization, is_position, is_title, is_kinship, is_kin, is_country, is_geographical_object, is_art_work, is_audio_visual_work, is_fictional_character, is_name, is_family, is_award ] ), is_stock_character) is_male = c.satisfy([wprop.SEX_OR_GENDER], [MALE]) is_female = c.satisfy([wprop.SEX_OR_GENDER], [FEMALE]) is_human_male = logical_and(is_human, is_male) is_human_female = logical_and(is_human, is_female) is_musical_work = c.satisfy(TRAVERSIBLE_LO, [MUSICAL_WORK, DISCOGRAPHY]) is_song = c.satisfy(TRAVERSIBLE_LO, [SONG, SINGLE]) is_radio_program = c.satisfy( TRAVERSIBLE_LO, [ RADIO_PROGRAM, RADIO_STATION, RADIO_STATION2, TALK_RADIO ] ) is_sexual_orientation = c.satisfy(TRAVERSIBLE_LO, [SEXUAL_ORIENTATION]) is_taxonomic_rank = c.satisfy([wprop.INSTANCE_OF], [TAXONOMIC_RANK]) is_order = c.satisfy(TRAVERSIBLE_LO, [ORDER_HONOUR]) is_train_station = c.satisfy(TRAVERSIBLE_LO, [TRAIN_STATION]) is_bridge = c.satisfy(TRAVERSIBLE_LO, [BRIDGE]) is_airport = c.satisfy(TRAVERSIBLE_LO, [AIRPORT]) is_sex_toy = c.satisfy(TRAVERSIBLE_LO, [SEX_TOY]) is_monument = c.satisfy(TRAVERSIBLE_LO, [MONUMENT]) is_physical_object = c.satisfy( TRAVERSIBLE_LO, [ PHYSICAL_OBJECT, BOARD_GAMES, ELECTRONIC_GAME, GAME, ROCK_GEOLOGY, ASPHALT ] ) is_clothing = c.satisfy(TRAVERSIBLE_LO, [CLOTHING]) is_mathematical_object = c.satisfy(TRAVERSIBLE_LO, [MATHEMATICAL_OBJECT]) is_physical_quantity = logical_or( c.satisfy( TRAVERSIBLE_LO, [ PHYSICAL_QUANTITY, BASIC_STAT_UNIT_NORWAY, SPORTS_RECORD, WINGSPAN, WIN_LOSS_RECORD_PITCHING, BASEBALL_STATISTICS ] ), c.satisfy( [wprop.CATEGORY_LINK], [ DEMOGRAPHICS_OF_NORWAY, MEASUREMENTS_OF_POVERTY, BASEBALL_STATISTIC ], max_steps=1 ) ) is_number = c.satisfy(TRAVERSIBLE_LO, [NUMBER]) is_astronomical_object = c.satisfy( TRAVERSIBLE_LO, [ ASTEROID, COMET, PLANET, GALAXY, ASTRONOMICAL_OBJECT, FICTIONAL_ASTRONOMICAL_OBJECT ] ) is_hazard = c.satisfy(TRAVERSIBLE_LO, [HAZARD, TRAIN_ACCIDENT]) is_date = c.satisfy(TRAVERSIBLE_LO, [TIME_INTERVAL]) is_algorithm = c.satisfy(TRAVERSIBLE_LO, [ALGORITHM]) is_value = c.satisfy(TRAVERSIBLE_LO, [VALUE]) is_currency = c.satisfy(TRAVERSIBLE_LO, [CURRENCY, MONEY]) is_event = c.satisfy(TRAVERSIBLE_LO, [EVENT, RECESSION]) is_election = c.satisfy(TRAVERSIBLE_LO, [ELECTION]) is_legislative_term = c.satisfy(TRAVERSIBLE_LO, [LEGISLATIVE_TERM]) is_activity = c.satisfy([wprop.INSTANCE_OF, wprop.IS_A_LIST_OF], [ACTIVITY, MUSIC_DOWNLOAD, CIRCUS_SKILLS]) is_activity_subclass = c.satisfy([wprop.SUBCLASS_OF], [ACTIVITY, MUSIC_DOWNLOAD, CIRCUS_SKILLS]) is_food = c.satisfy([wprop.INSTANCE_OF, wprop.PART_OF, wprop.SUBCLASS_OF], [FOOD, DRINK]) is_wikidata_prop = c.satisfy(TRAVERSIBLE_LO, [WIKIDATA_PROPERTY]) is_wikipedia_disambiguation = c.satisfy([wprop.INSTANCE_OF], [WIKIPEDIA_DISAMBIGUATION]) is_wikipedia_template_namespace = c.satisfy([wprop.INSTANCE_OF], [WIKIPEDIA_TEMPLATE_NAMESPACE]) is_wikipedia_list = c.satisfy([wprop.INSTANCE_OF], [WIKIPEDIA_LIST]) is_wikipedia_project_page = c.satisfy([wprop.INSTANCE_OF], [WIKIPEDIA_PROJECT_PAGE]) is_wikipedia_user_language_template = c.satisfy([wprop.INSTANCE_OF], [WIKIPEDIA_USER_LANGUAGE_TEMPLATE]) is_wikimedia_category_page = c.satisfy([wprop.INSTANCE_OF], [WIKIMEDIA_CATEGORY_PAGE]) is_legal_case = c.satisfy(TRAVERSIBLE_LO, [LEGAL_CASE]) is_sport = c.satisfy(TRAVERSIBLE_LO, [SPORT]) is_data_format = c.satisfy(TRAVERSIBLE_LO, [DATA_FORMAT, FILE_FORMAT_FAMILY, FILE_FORMAT]) is_research_method = c.satisfy(TRAVERSIBLE_LO, [RESEARCH, METHOD, RACE_ETHNICITY_USA]) is_proposition = c.satisfy(TRAVERSIBLE_LO, [PROPOSITION]) is_record_chart = c.satisfy(TRAVERSIBLE_LO, [RECORD_CHART, BILLBOARDS]) is_international_relations = c.satisfy(TRAVERSIBLE_LO, [INTERNATIONAL_RELATIONS]) is_union = c.satisfy(TRAVERSIBLE_LO, [SIGNIFICANT_OTHER]) is_recurring_sporting_event = c.satisfy( TRAVERSIBLE_LO, [RECURRING_SPORTING_EVENT] ) is_sport_event = logical_or( logical_and( is_sport, c.satisfy([wprop.PART_OF, wprop.IS_A_LIST_OF], where(is_recurring_sporting_event)[0]) ), c.satisfy(TRAVERSIBLE_LO, [SPORTING_EVENT, COMPETITION]) ) is_genre = c.satisfy(TRAVERSIBLE_LO, [ART_GENRE, ART_MOVEMENT]) is_landform = c.satisfy(TRAVERSIBLE_LO, [LANDFORM]) is_language = c.satisfy(TRAVERSIBLE_LO, [LANGUAGE]) is_alphabet = c.satisfy(TRAVERSIBLE_LO, [ALPHABET]) is_railroad = logical_or( c.satisfy(TRAVERSIBLE_LO, [RAILROAD]), c.satisfy([wprop.CATEGORY_LINK], [NAMED_PASSENGER_TRAIN_INDIA], max_steps=1) ) is_speech = c.satisfy(TRAVERSIBLE_LO, [SPEECH]) is_language_only = logical_negate(is_language, [is_speech]) is_alphabet_only = logical_negate(is_alphabet, [is_speech, is_language]) is_war = c.satisfy(TRAVERSIBLE_LO, [WAR]) is_battle = c.satisfy(TRAVERSIBLE_LO, [BATTLE, BLOCKADE, MILITARY_OFFENSIVE, CONFLICT, MASSACRE]) is_crime = c.satisfy(TRAVERSIBLE_LO, [CRIME]) is_gas = c.satisfy(TRAVERSIBLE_LO, [GAS]) is_chemical_compound = c.satisfy(TRAVERSIBLE_LO, [CHEMICAL_COMPOUND, DRUG, CHEMICAL_SUBSTANCE]) is_chemical_compound_only = logical_negate(is_chemical_compound, [is_food]) is_gas_only = logical_negate(is_gas, [is_chemical_compound]) is_geometric_shape = c.satisfy(TRAVERSIBLE_LO, [GEOMETRIC_SHAPE]) is_award_ceremony = c.satisfy(TRAVERSIBLE_LO, [AWARD_CEREMONY]) is_strategy = c.satisfy(TRAVERSIBLE_LO, [CHESS_OPENING]) is_gene = c.satisfy(TRAVERSIBLE_LO, [GENE, CHROMOSOME]) is_character = c.satisfy(TRAVERSIBLE_LO, [CHARACTER]) is_law = c.satisfy(TRAVERSIBLE_LO, [LAW]) is_legal_action = c.satisfy(TRAVERSIBLE_LO, [LEGAL_ACTION]) is_facility = logical_or( c.satisfy(TRAVERSIBLE_LO, [FACILITY]), c.satisfy([wprop.CATEGORY_LINK], [HOUSES_NATIONAL_REGISTER_ARKANSAS], max_steps=1) ) is_molecule = c.satisfy(TRAVERSIBLE_LO, [MOLECULE, PROTEIN_FAMILY, PROTEIN_DOMAIN, MULTIPROTEIN_COMPLEX]) is_disease = c.satisfy(TRAVERSIBLE_LO, [DISEASE]) is_mind = c.satisfy(TRAVERSIBLE_LO, [MIND]) is_religion = c.satisfy(TRAVERSIBLE_LO, [RELIGION]) is_natural_phenomenon = c.satisfy(TRAVERSIBLE_LO, [NATURAL_PHENOMENON, NATURAL_DISASTER, WIND]) is_anatomical_structure = c.satisfy(TRAVERSIBLE_LO, [ANATOMICAL_STRUCTURE]) is_plant = c.satisfy(TRAVERSIBLE_LO + [wprop.PARENT_TAXON], [PLANT_STRUCTURE, PLANT]) is_region = c.satisfy(TRAVERSIBLE_LO, [REGION]) is_software = logical_or( c.satisfy(TRAVERSIBLE_LO, [SOFTWARE]), c.satisfy([wprop.CATEGORY_LINK], [VIDEO_GAME_FRANCHISES], max_steps=1) ) is_website = c.satisfy(TRAVERSIBLE_LO, [WEBSITE]) is_river = logical_and(c.satisfy(TRAVERSIBLE_LO, [WATERCOURSE]), is_geographical_object) is_lake = logical_or( logical_and(c.satisfy(TRAVERSIBLE_LO, [LAKE]), is_geographical_object), c.satisfy([wprop.CATEGORY_LINK], [LAKES_MINESOTTA], max_steps=1) ) is_sea = logical_and(c.satisfy(TRAVERSIBLE_LO, [SEA]), is_geographical_object) is_volcano = logical_and(c.satisfy(TRAVERSIBLE_LO, [VOLCANO]), is_geographical_object) is_development_biology = c.satisfy([wprop.PART_OF, wprop.SUBCLASS_OF, wprop.INSTANCE_OF], [DEVELOPMENT_BIOLOGY, BIOLOGY]) is_unit_of_mass = c.satisfy(TRAVERSIBLE_LO, [UNIT_OF_MASS]) is_vehicle = c.satisfy(TRAVERSIBLE_LO, [VEHICLE, MODE_OF_TRANSPORT, PUBLIC_TRANSPORT]) is_watercraft = c.satisfy(TRAVERSIBLE_LO, [WATERCRAFT]) is_aircraft = logical_or( c.satisfy(TRAVERSIBLE_LO, [AIRCRAFT]), c.satisfy([wprop.CATEGORY_LINK], [SINGLE_ENGINE_AIRCRAFT], max_steps=1) ) is_road_vehicle = c.satisfy( TRAVERSIBLE_LO, [ ROAD_VEHICLE, TANK, FIRE_ENGINE, AMBULANCE, AUTOMOBILE_MODEL, MOTORCYCLE_MODEL ] ) is_weapon = c.satisfy(TRAVERSIBLE_LO, [WEAPON, TORPEDO_TUBE, WEAPONS_PLATFORM]) is_book_magazine_article_proverb = c.satisfy( TRAVERSIBLE_LO, [ PUBLICATION, ARTICLE, RELIGIOUS_TEXT, PROVERB, DOCUMENT, CITATION, FOLKLORE ] ) is_brand = c.satisfy(TRAVERSIBLE_LO, [BRAND]) is_concept = logical_or( c.satisfy([wprop.INSTANCE_OF], [TERM, ACADEMIC_DISCIPLINE, SPECIAL_FIELD, BRANCH_OF_SCIENCE, WORLD_VIEW] ), c.satisfy([wprop.SUBCLASS_OF], [SOCIAL_SCIENCE, DISCIPLINE_ACADEMIA, FORMAL_SCIENCE, IDEOLOGY]) ) is_color = c.satisfy(TRAVERSIBLE_LO, [COLOR]) is_paradigm = c.satisfy(TRAVERSIBLE_LO, [PARADIGM]) is_vehicle_brand = logical_or( logical_and(c.satisfy([wprop.PRODUCT_OR_MATERIAL_PRODUCED], [AUTOMOBILE, TRUCK]), is_brand), c.satisfy(TRAVERSIBLE_LO, [AUTOMOBILE_MANUFACTURER]) ) is_mountain_massif = logical_and(c.satisfy(TRAVERSIBLE_LO, [MOUNTAIN, MASSIF]), is_geographical_object) is_mountain_only = logical_negate( is_mountain_massif, [ is_volcano ] ) is_physical_object_only = logical_negate( is_physical_object, [ is_audio_visual_work, is_art_work, is_musical_work, is_geographical_object, is_currency, is_gas, is_clothing, is_chemical_compound, is_electromagnetic_wave, is_song, is_food, is_character, is_law, is_software, is_website, is_vehicle, is_lake, is_landform, is_railroad, is_airport, is_aircraft, is_watercraft, is_sex_toy, is_data_format, is_date, is_research_method, is_sport, is_watercraft, is_aircraft, is_brand, is_vehicle_brand, is_road_vehicle, is_railroad, is_radio_program, is_weapon, is_book_magazine_article_proverb, is_brand, is_organization, is_facility, is_anatomical_structure, is_gene, is_monument ] ) is_musical_work_only = logical_negate( is_musical_work, [ is_song ] ) is_geographical_object_only = logical_negate( is_geographical_object, [ is_river, is_lake, is_sea, is_volcano, is_mountain_only, is_region, is_monument, is_country, is_facility, is_food, is_airport, is_bridge, is_train_station ] ) is_event_election_only = logical_negate( logical_ors([is_event, is_election, is_accident]), [ is_award_ceremony, is_war, is_natural_phenomenon ] ) is_region_only = logical_negate( is_region, [ is_populated_place, is_country, is_lake, is_river, is_sea, is_volcano, is_mountain_only ] ) is_astronomical_object_only = logical_negate( is_astronomical_object, [ is_geographical_object ] ) is_date_only = logical_negate( is_date, [ is_strategy, is_development_biology ] ) is_development_biology_date = logical_and(is_development_biology, is_date) is_value_only = logical_negate( is_value, [ is_unit_of_mass, is_event, is_election, is_currency, is_number, is_physical_quantity, is_award, is_date, is_postal_code ] ) is_activity_subclass_only = logical_negate( logical_or(is_activity_subclass, is_activity), [ is_crime, is_war, is_chemical_compound, is_gene, is_molecule, is_mathematical_object, is_sport, is_sport_event, is_event, is_paradigm, is_position, is_title, is_algorithm, is_order, is_organization, is_research_method, is_proposition, is_taxonomic_rank, is_algorithm, is_event, is_election, is_genre, is_concept ] ) is_crime_only = logical_negate( is_crime, [ is_war ] ) is_number_only = logical_negate( is_number, [ is_physical_quantity ] ) is_molecule_only = logical_negate( is_molecule, [ is_gene, is_chemical_compound ] ) # VEHICLES: is_vehicle_only = logical_negate( is_vehicle, [ is_watercraft, is_aircraft, is_road_vehicle ] ) is_watercraft_only = logical_negate( is_watercraft, [ is_aircraft ] ) is_road_vehicle_only = logical_negate( is_road_vehicle, [ is_aircraft, is_watercraft, ] ) # remove groups that have occupations from mathematical objects: is_object_with_occupation = c.satisfy([wprop.INSTANCE_OF, wprop.OCCUPATION], [OCCUPATION, PROFESSION, POSITION]) is_mathematical_object_only = logical_negate( is_mathematical_object, [ is_geometric_shape, is_physical_quantity, is_number, is_object_with_occupation, is_landform ] ) is_organization_only = logical_negate( is_organization, [ is_country, is_geographical_object, is_family, is_people ] ) is_art_work_only = logical_negate( is_art_work, [ is_musical_work, is_audio_visual_work, is_sex_toy, is_monument ] ) is_software_only = logical_negate( is_software, [ is_language, is_organization, is_website ] ) is_website_only = logical_negate( is_website, [ is_organization, is_language ] ) is_taxon_or_breed_only = logical_negate( is_taxon_or_breed, [ is_human, is_plant ] ) is_human_only = logical_negate( is_human, [ is_male, is_female, is_kin, is_kinship, is_title ] ) is_weapon_only = logical_negate( is_weapon, [ is_software, is_website, is_vehicle ] ) is_book_magazine_article_proverb_only = logical_negate( is_book_magazine_article_proverb, [ is_software, is_website, is_musical_work, is_song, is_law, is_legal_action ] ) is_fictional_character_only = logical_negate( is_fictional_character, [ is_human, is_stock_character ] ) is_battle_only = logical_negate( is_battle, [ is_war, is_crime ] ) is_brand_only = logical_negate( is_brand, [ is_vehicle, is_aircraft, is_watercraft, is_website, is_software, is_vehicle_brand ] ) is_vehicle_brand_only = logical_negate( is_vehicle_brand, [ is_vehicle, is_aircraft, is_watercraft, is_website, is_software ] ) is_concept_paradigm_proposition_only = logical_negate( logical_ors([is_concept, is_paradigm, is_proposition]), [ is_physical_object, is_physical_quantity, is_software, is_website, is_color, is_vehicle, is_electromagnetic_wave, is_brand, is_vehicle_brand, is_currency, is_fictional_character, is_human, is_aircraft, is_geographical_object, is_geometric_shape, is_mathematical_object, is_musical_work, is_mountain_massif, is_lake, is_landform, is_language, is_anatomical_structure, is_book_magazine_article_proverb, is_development_biology, is_plant, is_sexual_orientation, is_genre, is_legislative_term ] ) is_anatomical_structure_only = logical_negate( is_anatomical_structure, [ is_plant ] ) is_facility_only = logical_negate( is_facility, [ is_train_station, is_aircraft, is_airport, is_bridge, is_vehicle, is_astronomical_object, is_railroad, is_monument ] ) is_wikipedia_list_only = logical_negate( is_wikipedia_list, [ is_activity_subclass, is_alphabet, is_art_work, is_astronomical_object, is_audio_visual_work, is_award, is_character, is_character, is_chemical_compound, is_color, is_currency, is_disease, is_election, is_electromagnetic_wave, is_facility, is_fictional_character, is_gene, is_genre, is_geographical_object, is_human, is_language, is_law, is_law, is_legal_action, is_legal_case, is_legislative_term, is_mathematical_object, is_mind, is_people, is_person, is_person, is_physical_object, is_populated_place, is_position, is_region, is_religion, is_research_method, is_sexual_orientation, is_software, is_speech, is_sport, is_sport_event, is_stock_character, is_strategy, is_taxon_or_breed, is_value, is_vehicle, is_wikidata_prop, is_weapon ] ) is_sport_only = logical_negate( is_sport, [ is_sport_event ] ) is_legal_action_only = logical_negate( is_legal_action, [ is_law, is_election ] ) is_genre_only = logical_negate( is_genre, [ is_physical_object, is_audio_visual_work, is_art_work, is_book_magazine_article_proverb, is_concept ] ) is_plant_only = logical_negate( is_plant, [ is_food, is_human, is_organization ] ) is_kinship_kin_only = logical_negate( logical_or(is_kinship, is_kin), [ is_family ] ) is_position_only = logical_negate( is_position, [ is_organization, is_human ] ) is_radio_program_only = logical_negate( is_radio_program, [ is_audio_visual_work, ] ) is_taxonomic_rank_only = logical_negate( is_taxonomic_rank, [ is_order ] ) is_research_method_only = logical_negate( is_research_method, [ is_audio_visual_work, is_book_magazine_article_proverb, is_art_work, is_concept, is_crime, is_war, is_algorithm, is_law, is_legal_action, is_legal_case ] ) is_algorithm_only = logical_negate( is_algorithm, [ is_concept, is_paradigm ] ) is_union_only = logical_negate( is_union, [ is_kinship, is_human, is_person ] ) # get all the wikidata items that are disconnected: no_instance_subclass_or_cat_link = logical_ands( [ c.relation(relation_name).edges() == 0 for relation_name in [wprop.PART_OF, wprop.INSTANCE_OF, wprop.SUBCLASS_OF, wprop.CATEGORY_LINK] ] ) is_sports_terminology_only = logical_negate( is_sports_terminology, [ is_organization, is_human, is_person, is_activity, is_title, is_physical_quantity ] ) out = { "aaa_wikidata_prop": is_wikidata_prop, "aaa_wikipedia_disambiguation": is_wikipedia_disambiguation, "aaa_wikipedia_template_namespace": is_wikipedia_template_namespace, "aaa_wikipedia_user_language_template": is_wikipedia_user_language_template, "aaa_wikipedia_list": is_wikipedia_list_only, "aaa_wikipedia_project_page": is_wikipedia_project_page, "aaa_wikimedia_category_page": is_wikimedia_category_page, "aaa_no_instance_subclass_or_link": no_instance_subclass_or_cat_link, "taxon": is_taxon_or_breed_only, "human_male": is_human_male, "human_female": is_human_female, "human": is_human_only, "fictional_character": is_fictional_character_only, "people": is_people, "language": is_language_only, "alphabet": is_alphabet_only, "speech": is_speech, "gas": is_gas_only, "gene": is_gene, "molecule": is_molecule_only, "astronomical_object": is_astronomical_object_only, "disease": is_disease, "mind": is_mind, "song": is_song, "radio_program": is_radio_program_only, "law": is_law, "legal_action": is_legal_action_only, "book_magazine_article": is_book_magazine_article_proverb_only, "chemical_compound": is_chemical_compound_only, "geometric_shape": is_geometric_shape, "mathematical_object": is_mathematical_object_only, "physical_quantity": is_physical_quantity, "number": is_number_only, "geographical_object": is_geographical_object_only, "train_station": is_train_station, "railroad": is_railroad, "concept": is_concept_paradigm_proposition_only, "genre": is_genre_only, "sexual_orientation": is_sexual_orientation, "bridge": is_bridge, "airport": is_airport, "river": is_river, "lake": is_lake, "sea": is_sea, "weapon": is_weapon_only, "region": is_region_only, "country": is_country, "software": is_software_only, "website": is_website_only, "volcano": is_volcano, "mountain": is_mountain_only, "religion": is_religion, "organization": is_organization_only, "musical_work": is_musical_work_only, "other_art_work": is_art_work_only, "audio_visual_work": is_audio_visual_work, "physical_object": is_physical_object_only, "record_chart": is_record_chart, "clothing": is_clothing, "plant": is_plant_only, "anatomical_structure": is_anatomical_structure_only, "facility": is_facility_only, "monument": is_monument, "vehicle": is_vehicle_only, "watercraft": is_watercraft_only, "road_vehicle": is_road_vehicle_only, "vehicle_brand": is_vehicle_brand_only, "brand": is_brand_only, "aircraft": is_aircraft, "legal_case": is_legal_case, "position": is_position_only, "person_role": is_person_only, "populated_place": is_populated_place, "value": is_value_only, "unit_of_mass": is_unit_of_mass, "currency": is_currency, "postal_code": is_postal_code, "name": is_name, "data_format": is_data_format, "character": is_character, "family": is_family, "sport": is_sport_only, "taxonomic_rank": is_taxonomic_rank, "sex_toy": is_sex_toy, "legislative_term": is_legislative_term, "sport_event": is_sport_event, "date": is_date_only, "kinship": is_kinship_kin_only, "union": is_union_only, "research": is_research_method_only, "title": is_title, "hazard": is_hazard, "color": is_color, "sports_terminology": is_sports_terminology_only, "developmental_biology_period": is_development_biology_date, "strategy": is_strategy, "event": is_event_election_only, "natural_phenomenon": is_natural_phenomenon, "electromagnetic_wave": is_electromagnetic_wave, "war": is_war, "award": is_award, "crime": is_crime_only, "battle": is_battle_only, "international_relations": is_international_relations, "food": is_food, "algorithm": is_algorithm, "activity": is_activity_subclass_only, "award_ceremony": is_award_ceremony } # is_other = logical_not(logical_ors([val for key, val in out.items() if key != "aaa_wikipedia_list"])) # c.class_report([wprop.IS_A_LIST_OF, wprop.CATEGORY_LINK], logical_and( # is_other, # is_wikipedia_list_only # ), name="remaining lists") return out