import sys
import os
sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from src.sparql_query_wikibase import *
fashion_collection_images_question = Template("Images of collections produced by $x")
fashion_collection_images_query = Template("""
PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?statement ?fashion_collectionLabel ?image_url ?reference_URL
?fashion_seasonLabel (YEAR(?fashion_year) AS ?year) ?categoryLabel WHERE {
{ ?fashion_house rdfs:label $x@en.} # Match label
UNION
{ ?fashion_house skos:altLabel $x@en. } # Match alias
?fashion_house p:P31 ?statement.
?statement ps:P31 ?fashion_collection.
OPTIONAL { ?fashion_collection wbt:P32 ?fashion_season. }
OPTIONAL {?fashion_collection wbt:P28 ?fashion_year.}
OPTIONAL {?fashion_collection wbt:P38 ?category.}
OPTIONAL {
?statement pq:P35 ?image_url.
}
OPTIONAL {
?statement prov:wasDerivedFrom ?reference.
?reference pr:P24 ?reference_URL.
}
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". } }
""")
year_designers_birth_question = Template("Which designers were born in $x?")
year_designers_birth_query = Template("""
PREFIX wbt:
PREFIX wb:
PREFIX ps:
PREFIX pq:
PREFIX p:
PREFIX prov:
PREFIX xsd:
SELECT ?designerLabel ?birthdate WHERE {
?designer wbt:P3 ?birthdate .
FILTER (YEAR(?birthdate) = $x)
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
} """)
fashion_house_directors_question = Template("Which designers have been creative directors of $x ?")
fashion_house_directors_query = Template("""
PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT
?creative_directorLabel (COALESCE(YEAR(?start_time), YEAR(?point_time), YEAR(?inception)) AS ?start_year)
(YEAR(?end_time) AS ?end_year) ?title ?statement ?reference_URL_source
WHERE {
# Fashion house identified by brand name
?fashion_house wbt:P2 wb:Q1.
{ ?fashion_house rdfs:label $x@en.} # Match label
UNION
{ ?fashion_house skos:altLabel $x@en. } # Match alias
# Link through designer employed (P29) property for the fashion house - the property for designer employment is P10
{
?fashion_house p:P29 ?statement.
?statement ps:P29 ?creative_director.
# Optional qualifiers for P29 regarding the time frame
OPTIONAL { ?statement pq:P15 ?start_time. }
OPTIONAL { ?statement pq:P28 ?point_time. }
OPTIONAL { ?statement pq:P16 ?end_time. }
OPTIONAL { ?statement pq:P25 ?title. }
OPTIONAL { ?fashion_house wbt:P11 ?inception. }
# Retrieve references for P29
OPTIONAL {
?statement prov:wasDerivedFrom ?reference.
?reference pr:P24 ?reference_URL.
BIND(
IF(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt"), ?reference_URL, "") AS ?reference_URL_model
)
BIND(
IF(!(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt")), ?reference_URL, "") AS ?reference_URL_source
)
}
}
UNION
# Link through founded_by (P14) property for the fashion house
{
?fashion_house p:P14 ?statement.
?statement ps:P14 ?creative_director.
# Optional qualifiers for P14 (start_year as inception)
OPTIONAL { ?statement pq:P15 ?start_time. }
OPTIONAL { ?statement pq:P28 ?point_time. }
OPTIONAL { ?statement pq:P16 ?end_time. }
OPTIONAL { ?statement pq:P25 ?title. }
# Retrieve references for P14
OPTIONAL {
?statement prov:wasDerivedFrom ?reference.
?reference pr:P24 ?reference_URL.
BIND(
IF(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt"), ?reference_URL, "") AS ?reference_URL_model
)
BIND(
IF(!(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt")), ?reference_URL, "") AS ?reference_URL_source
)
}
}
# Filter for relevant titles (creative director, founder, etc.) to retrieve relevant employment as creative director
FILTER (
REGEX(?title, "director", "i") ||
REGEX(?title, "head designer", "i") ||
REGEX(?title, "chief", "i") ||
REGEX(?title, "founder", "i")
)
FILTER(?reference_URL_source != "")
# Retrieve labels
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
} ORDER BY ?start_year """)
designer_fashion_house_directors_question = Template("In which fashion house did $x work as a creative director?")
designer_fashion_house_directors_query = Template("""
PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?fashion_houseLabel
(COALESCE(YEAR(?start_time), YEAR(?point_time), YEAR(?inception)) AS ?start_year)
(YEAR(?end_time) AS ?end_year)
?title ?reference_URL_source ?statement
WHERE {
# Designer linked to fashion house through roles or founded_by
?fashion_designer wbt:P2 wb:Q5.
{ ?fashion_designer rdfs:label $x@en.} # Match label
UNION
{ ?fashion_designer skos:altLabel $x@en. } # Match alias
# Link through employer (P10)
?fashion_designer p:P10 ?statement.
?statement ps:P10 ?fashion_house.
# Optional start and end time qualifiers for roles
OPTIONAL { ?statement pq:P15 ?start_time. }
OPTIONAL { ?statement pq:P28 ?point_time. }
OPTIONAL { ?statement pq:P16 ?end_time. }
OPTIONAL { ?statement pq:P25 ?title. }
# Inception as fallback for start year
OPTIONAL { ?fashion_house wbt:P11 ?inception. }
# Filter for relevant roles (director, founder, etc.)
FILTER (
REGEX(?title, "director", "i") ||
REGEX(?title, "head designer", "i") ||
REGEX(?title, "chief","i") ||
REGEX(?title, "founder","i")
)
# Retrieve references for the statement
OPTIONAL {
?statement prov:wasDerivedFrom ?reference.
?reference pr:P24 ?reference_URL.
BIND(
IF(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt"), ?reference_URL, "") AS ?reference_URL_model
)
BIND(
IF(!(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt")), ?reference_URL, "") AS ?reference_URL_source
)
}
FILTER(?reference_URL_source != "")
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
""")
designer_fashion_director_question2 = Template("In which fashion house did $x work as a creative director?")
designer_fashion_director_query2 = Template("""PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT
?fashion_houseLabel ?creative_directorLabel (COALESCE(YEAR(?start_time), YEAR(?point_time), YEAR(?inception)) AS ?start_year) (YEAR(?end_time) AS ?end_year) ?title ?statement ?reference_URL_source
WHERE {
# Fashion designer identified by name
?creative_director wbt:P2 wb:Q5.
{ ?creative_director rdfs:label $x@en.} # Match label
UNION
{ ?creative_director skos:altLabel $x@en. } # Match alias
# Link through designer employed (P29) property for the fashion house - the property for designer employment is P30
{
?fashion_house p:P29 ?statement.
?statement ps:P29 ?creative_director.
# Optional qualifiers for P29 regarding the time frame
OPTIONAL { ?statement pq:P15 ?start_time. }
OPTIONAL { ?statement pq:P28 ?point_time. }
OPTIONAL { ?statement pq:P16 ?end_time. }
OPTIONAL { ?statement pq:P25 ?title. }
OPTIONAL { ?fashion_house wbt:P11 ?inception. }
# Retrieve references for P29
OPTIONAL {
?statement prov:wasDerivedFrom ?reference.
?reference pr:P24 ?reference_URL.
BIND(
IF(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt"), ?reference_URL, "") AS ?reference_URL_model
)
BIND(
IF(!(CONTAINS(STR(?reference_URL), "ollama") || CONTAINS(STR(?reference_URL), "gpt")), ?reference_URL, "") AS ?reference_URL_source
)
}
}
FILTER (
REGEX(?title, "director", "i") ||
REGEX(?title, "head designer", "i") ||
REGEX(?title, "chief", "i") ||
REGEX(?title, "founder", "i")
)
FILTER(?reference_URL_source != "")
# Retrieve labels
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
} ORDER BY ?start_year """)
country_designer_question = Template("Which designers are from $x ?")
country_designer_query = Template("""PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?fashion_designerLabel (SAMPLE(?statement) AS ?statement)
(SAMPLE(?reference_URL) AS ?reference_URL) WHERE {
# Restrict to designers who are instances of fashion designer (Q5)
?fashion_designer wbt:P2 wb:Q5.
# Access the statement for the country relationship
?fashion_designer p:P6 ?statement.
?statement ps:P6 ?country.
{ ?country rdfs:label $x@en.} # Match label
UNION
{ ?country skos:altLabel $x@en. } # Match alias
# Retrieve references from the statement
OPTIONAL {
?statement prov:wasDerivedFrom ?reference.
?reference pr:P24 ?reference_URL.
}
# Retrieve labels for the fashion designer
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
GROUP BY ?fashion_designerLabel
ORDER BY ?fashion_designerLabel """)
country_designer_query = Template("""PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?fashion_designerLabel (SAMPLE(?reference_URL) AS ?reference_URL) {
# Restrict to designers who are instances of fashion designer (Q5)
?fashion_designer wbt:P2 wb:Q5.
?fashion_designer wbt:P6 ?country.
?fashion_designer p:P6 ?statement.
{ ?country rdfs:label $x@en.} # Match label
UNION
{ ?country skos:altLabel $x@en. } # Match alias
# Retrieve references from the statement
OPTIONAL {
?statement prov:wasDerivedFrom ?reference.
?reference pr:P24 ?reference_URL.
}
# Retrieve labels for the fashion designer
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
GROUP BY ?fashion_designerLabel
ORDER BY ?fashion_designerLabel """)
designer_order_fashion_collection_question = Template("Which fashion collections did $x work on?")
designer_order_fashion_collection_query = Template("""PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?fashion_houseLabel
(COALESCE(YEAR(?start_time), YEAR(?point_time), YEAR(?inception)) AS ?start_year)
(YEAR(?end_time) AS ?end_year)
?title ?reference_URL_source ?statement ?fashion_collectionLabel ?image_url
(YEAR(?fashion_year) as ?year ) ?fashion_seasonLabel ?categoryLabel WHERE {
# Designer linked to fashion house through roles or founded_by
?fashion_designer wbt:P2 wb:Q5.
{ ?fashion_designer rdfs:label $x@en.} # Match label
UNION
{ ?fashion_designer skos:altLabel $x@en. } # Match alias
# Link through "creative director" or other roles
?fashion_designer p:P10 ?statement_designer.
?statement_designer ps:P10 ?fashion_house.
OPTIONAL { ?statement_designer pq:P15 ?start_time. }
OPTIONAL { ?statement_designer pq:P28 ?point_time. }
OPTIONAL { ?statement_designer pq:P16 ?end_time. }
OPTIONAL { ?statement_designer pq:P25 ?title. }
OPTIONAL { ?fashion_house wbt:P11 ?inception. }
FILTER (
REGEX(?title, "director", "i") ||
REGEX(?title, "head designer", "i") ||
REGEX(?title, "chief","i") ||
REGEX(?title, "founder","i")
)
?fashion_house p:P31 ?statement.
?statement ps:P31 ?fashion_collection.
OPTIONAL {?fashion_collection wbt:P28 ?fashion_year.}
OPTIONAL { ?fashion_collection wbt:P32 ?fashion_season. }
OPTIONAL {?fashion_collection wbt:P38 ?category.}
OPTIONAL {?statement pq:P35 ?image_url.}
OPTIONAL {?statement pq:P37 ?fashion_date.}
# Use the adjusted fashion year in the FILTER condition
FILTER(
(YEAR(?start_time) <= YEAR(?fashion_year) && (!BOUND(?end_time) || YEAR(?end_time) >= YEAR(?fashion_year))) ||
(YEAR(?point_time) <= YEAR(?fashion_year)) ||
(REGEX(?title, "founder", "i") && YEAR(?inception) <= YEAR(?fashion_year))
)
# Retrieve references for the statement
OPTIONAL {
?statement prov:wasDerivedFrom ?reference.
?reference pr:P24 ?reference_URL_source.
}
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
} ORDER BY ?year """)
education_most_popular_question = "What are the most popular educational institutions for fashion designers?"
education_most_popular_query = """ PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?schoolLabel (COUNT(?fashion_designer) AS ?designer_count) WHERE {
# Retrieve all fashion designers and their schools
?fashion_designer wbt:P9 ?school.
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
GROUP BY ?schoolLabel
ORDER BY DESC(?designer_count) """
brands_founded_question = Template("Which fashion houses were founded in $x")
brands_founded_query = Template(""" PREFIX wbt:
PREFIX wb:
PREFIX p:
SELECT ?fashion_houseLabel ?inception
WHERE {
?fashion_house wbt:P2 wb:Q1.
?fashion_house wbt:P11 ?inception.
FILTER(YEAR(?inception) = $x)
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}""")
how_many_directors_per_fashion_house_question = "How many designers have worked for each fashion house as creative directors?"
how_many_directors_per_fashion_house_query = """ PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?fashion_houseLabel (COUNT(DISTINCT ?fashion_designer) AS ?creative_director_count) WHERE {
# Match fashion houses linked to designers via employer property
?fashion_designer p:P10 ?statement.
?statement ps:P10 ?fashion_house.
# Filter for roles related to creative direction
OPTIONAL { ?statement pq:P25 ?title. }
FILTER (
REGEX(?title, "creative director", "i") ||
REGEX(?title, "head designer", "i") ||
REGEX(?title, "chief", "i") ||
REGEX(?title, "founder", "i")
)
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
GROUP BY ?fashion_houseLabel
ORDER BY DESC(?creative_director_count)
"""
how_many_designers_per_fashion_house_question = "How many designers have worked for each fashion house?"
how_many_designers_per_fashion_house_query = """ PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?fashion_houseLabel (COUNT(?designer) AS ?designer_count) WHERE {
?fashion_house wbt:P29 ?designer .
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
GROUP BY ?fashion_houseLabel
ORDER BY DESC(?designer_count) """
designers_multiple_houses_question = "Which designers have worked for more than one fashion house?"
designers_multiple_houses_query = """PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?designerLabel WHERE {
?designer wbt:P10 ?house .
?designer wbt:P10 ?anotherHouse .
SERVICE wikibase:label { bd:serviceParam wikibase:language 'en'. }
}
GROUP BY ?designerLabel
HAVING (COUNT(?house) > 1)"""
award_question = "Which designers won which awards?"
award_query = """ PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?designerLabel ?awardLabel WHERE {
?designer wbt:P18 ?award .
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}"""
fashion_houses_with_collections_question ="Which distinct fashion houses have at least a fashion collection?"
fashion_houses_with_collections_query = """PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT DISTINCT ?houseLabel WHERE {
?house wbt:P31 ?collection .
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
} """
popular_year_inception_question = "In which years were the most fashion houses founded?"
popular_year_inception_query = """PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
SELECT ?year_inception (COUNT(DISTINCT ?fashion_house) AS ?count)
WHERE {
?fashion_house wbt:P11 ?year.
BIND(YEAR(?year) AS ?year_inception)
}
GROUP BY ?year_inception
ORDER BY DESC(?count) """
longest_serving_director_question = "Which fashion houses have had the longest-serving creative director?"
longest_serving_director_query = """ PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
PREFIX xsd:
PREFIX rdfs:
SELECT ?fashion_houseLabel ?duration ?designerLabel
WHERE {
?fashion_house p:P29 ?statement.
?statement ps:P29 ?designer.
OPTIONAL { ?statement pq:P15 ?startTime. }
OPTIONAL { ?statement pq:P16 ?endTime. }
# Ensure we only calculate when both dates exist
FILTER(BOUND(?startTime) && BOUND(?endTime))
# Compute duration safely
BIND(YEAR(?endTime) - YEAR(?startTime) AS ?duration)
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
ORDER BY DESC(?duration)"""
houses_most_collections_question = "Which fashion houses have the most collections recorded in the database?"
houses_most_collections_query = """ PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?fashionHouseLabel (COUNT(?collection) AS ?collection_count) WHERE {
?fashionHouse wbt:P31 ?collection .
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
}
GROUP BY ?fashionHouseLabel
ORDER BY DESC(?collection_count)"""
collections_sustainability_theme_question = "Which collections include sustainability as a key theme?"
collections_sustainability_theme_query = """PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?collectionLabel ?fashion_houseLabel ?reference_URL WHERE {
?fashion_house p:P31 ?statement.
?statement ps:P31 ?collection.
?statement pq:P34 ?description .
FILTER (regex(?description, "sustainability", "i"))
# Retrieve references for the statement
OPTIONAL {
?statement prov:wasDerivedFrom ?reference.
?reference pr:P24 ?reference_URL.
}
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
} """
collections_jeans_question = "Which collections showcase products made with jeans?"
collections_jeans_query = """PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?collectionLabel ?fashion_houseLabel ?reference_URL WHERE {
?fashion_house p:P31 ?statement.
?statement ps:P31 ?collection.
?statement pq:P34 ?description .
FILTER (regex(?description, "jeans", "i"))
# Retrieve references for the statement
OPTIONAL {
?statement prov:wasDerivedFrom ?reference.
?reference pr:P24 ?reference_URL.
}
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
} """
creative_directors_school_question = "To which school went most designers who later became creative directors of fashion houses?"
creative_directors_school_query = """ PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?schoolLabel (COUNT(DISTINCT ?designer) AS ?designer_count) WHERE {
?designer p:P10 ?fashion_house .
OPTIONAL { ?fashion_house pq:P25 ?title. }
FILTER (
REGEX(?title, "creative director", "i") ||
REGEX(?title, "head designer", "i") ||
REGEX(?title, "chief", "i") ||
REGEX(?title, "founder", "i")
)
OPTIONAL { ?designer wbt:P9 ?school . }
SERVICE wikibase:label { bd:serviceParam wikibase:language 'en'. }
}
GROUP BY ?schoolLabel
ORDER BY DESC(?designer_count)"""
fashion_houses_thematic_collection_question = "Which fashion houses had collections with a sustainability theme, and how many of them?"
fashion_houses_thematic_collection_query = """PREFIX wbt:
PREFIX wb:
PREFIX pq:
PREFIX pr:
PREFIX ps:
PREFIX p:
PREFIX prov:
SELECT ?fashion_houseLabel (COUNT(DISTINCT ?collection) AS ?collection_count) WHERE {
?fashion_house p:P31 ?statement.
?statement ps:P31 ?collection.
?statement pq:P34 ?description .
FILTER (regex(?description, "sustainability", "i"))
# Retrieve references for the statement
OPTIONAL {
?statement prov:wasDerivedFrom ?reference.
?reference pr:P24 ?reference_URL.
}
SERVICE wikibase:label { bd:serviceParam wikibase:language "en". }
} GROUP BY ?fashion_houseLabel
ORDER BY DESC(?collection_count) """
questions_queries_dict = [ { "question": education_most_popular_question, "query": education_most_popular_query},
{ "question": how_many_designers_per_fashion_house_question, "query": how_many_designers_per_fashion_house_query},
{"question": how_many_directors_per_fashion_house_question, "query": how_many_directors_per_fashion_house_query},
{"question": designers_multiple_houses_question, "query":designers_multiple_houses_query },
{"question": award_question, "query": award_question},
{"question": fashion_houses_with_collections_question, "query": fashion_houses_with_collections_query},
{"question": popular_year_inception_question, "query": popular_year_inception_query},
{"question": longest_serving_director_question, "query": longest_serving_director_query},
{"question": houses_most_collections_question, "query": houses_most_collections_query},
{"question": collections_sustainability_theme_question, "query": collections_sustainability_theme_query},
]
# questions_queries_dict_entity = [{"question": fashion_house_directors_question.substitute({ "x": f"{"Chanel"}"}), "query": fashion_house_directors_query},
# { "question": designer_fashion_house_directors_question.substitute({ "x": f"{"Alexander McQueen"}"}), "query": designer_fashion_house_directors_query},
# { "question": country_designer_question.substitute({ "x": f"{"Italy"}"}), "query": country_designer_query},
# { "question": designer_order_fashion_collection_question.substitute({ "x": f"{"Alexander McQueen"}"}), "query": designer_order_fashion_collection_query},
# { "question": designer_fashion_director_question2.substitute({ "x": f"{"Alexander McQueen"}"}), "query": designer_fashion_director_query2},
# { "question": year_designers_birth_question.substitute({ "x": f"{"1970"}"}), "query": year_designers_birth_query}]
questions_queries_dict_entity = [{"question": fashion_house_directors_question.substitute({ "x": "Chanel"}), "query": fashion_house_directors_query},
{ "question": designer_fashion_house_directors_question.substitute({ "x": "Alexander McQueen"}), "query": designer_fashion_house_directors_query},
{ "question": country_designer_question.substitute({ "x": "Italy"}), "query": country_designer_query},
{ "question": designer_order_fashion_collection_question.substitute({ "x": "Alexander McQueen"}), "query": designer_order_fashion_collection_query},
{ "question": designer_fashion_director_question2.substitute({ "x": "Alexander McQueen"}), "query": designer_fashion_director_query2},
{ "question": year_designers_birth_question.substitute({ "x": "1970"}), "query": year_designers_birth_query}]
# Designers
designers_born_in_year_question = "Which designers were born in year $x?"
creative_directors_of_house_question = "Which designers have been creative directors of $x?"
designers_multiple_houses_question = "Which designers have worked for more than one fashion house?"
educated_at_school_question = "Which designers were educated at $x fashion school?"
won_award_question = "Which designers have won the $x award?"
launched_own_label_question = "Which designers launched their own fashion label?"
worked_at_x_between_years_question = "Which designers worked at $x between year $y and $z?"
designers_multiple_collaborations_question = "Which designers have collaborated with multiple fashion houses?"
designers_lived_in_city_question = "Which designers have lived in $x city?"
designers_active_decade_question = "Which designers were active during the $x decade?"
# Fashion Houses
designers_worked_for_house_question = "Which designers have worked for fashion house $x?"
creative_directors_per_house_question = "How many designers have worked for each fashion house as creative directors?"
houses_founded_in_year_question = "Which fashion houses were founded in year $x?"
houses_most_director_changes_question = "Which fashion houses have undergone the most creative director changes?"
longest_serving_director_question = "Which fashion houses have had the longest-serving creative director?"
houses_collaborations_question = "Which fashion houses have collaborated with other fashion houses or brands?"
houses_haute_couture_question = "Which fashion houses have produced haute couture collections?"
houses_active_decade_question = "Which fashion houses were active during the $x decade?"
houses_most_collections_question = "Which fashion houses have the most collections recorded in the database?"
# Fashion Collections
designer_worked_on_collections_question = "Which fashion collections did $x work on?"
collections_inspired_by_theme_question = "Which fashion house produced a collection inspired by $x theme?"
collections_high_critical_acclaim_question = "Which collections received the highest critical acclaim?"
collections_historical_references_question = "Which collections feature references to historical fashion styles?"
collections_sustainability_theme_question = "Which collections include sustainability as a key theme?"
collections_per_house_per_year_question = "How many collections did each fashion house produce in year $x?"
collections_avant_garde_question = "Which collections have been described as avant-garde?"
collections_stylistic_similarity_question = "Which collections share stylistic similarities with $x?"
collections_evolution_over_time_question = "How has the style of $x fashion house evolved over the years?"
collections_shown_at_fashion_week_question = "Which collections were showcased at $x fashion week?"
# Designers & Fashion Houses
studied_then_director_question = "Which designers who studied at $x fashion school later became creative directors at $y fashion house?"
worked_at_both_houses_question = "Which designers have worked at both $x and $y fashion houses?"
launched_label_after_working_question = "Which designers who launched their own fashion labels had previously worked at $x fashion house?"
won_award_then_worked_question = "Which designers who won the $x award also worked for $y fashion house?"
lived_in_city_and_director_question = "Which designers who lived in $x city have worked as creative directors for $y fashion house?"
worked_for_three_houses_question = "Which designers have worked for at least three different fashion houses during their career?"
designed_for_two_brands_same_year_question = "Which designers who were creative directors at $x fashion house also designed collections for another brand in the same year?"
creative_director_and_label_founder_question = "Which designers were both fashion house creative directors and independent label founders at the same time?"
collaborated_with_two_houses_question = "Which designers have collaborated with both $x and $y fashion houses?"
worked_at_x_before_y_question = "Which designers worked at $x fashion house before moving to $y?"
# Designers & Collections
designed_for_multiple_houses_same_season_question = "Which designers have designed collections for multiple fashion houses in the same season?"
couture_and_ready_to_wear_question = "Which designers who specialized in haute couture have also designed ready-to-wear collections?"
similar_theme_collections_question = "Which designers who worked on $x collection had previously worked on a similar-themed collection for another brand?"
award_winner_inspired_by_history_question = "Which designers who have won an award have produced a collection inspired by $x historical period?"
alma_mater_referenced_in_collection_question = "Which designers who studied at $x school designed a collection that referenced their alma mater?"
# Fashion Houses & Collections
same_historical_period_collections_question = "Which fashion houses have produced collections inspired by the same historical period?"
collaborations_with_artists_question = "Which fashion houses have produced collections featuring collaborations with artists from $x field (e.g., photography, sculpture, film)?"
change_director_different_collection_question = "Which fashion houses have changed creative directors and immediately released a significantly different collection?"
avant_garde_and_minimalist_question = "Which fashion houses have produced both avant-garde and minimalist collections?"
inspired_by_other_brands_question = "Which fashion houses have produced a collection inspired by a previous designer’s work from another brand?"
# Multi-Category (Designers, Houses, Collections)
designer_worked_house_then_influenced_question = "Which designers who worked for $x fashion house also designed a collection influenced by $y movement?"
designer_lived_in_city_referenced_collection_question = "Which designers who lived in $x city during year $y produced a collection with references to that place?"
multiple_designers_same_collection_question = "Which fashion houses have had at least three designers contribute to the same collection?"
worked_elsewhere_during_collection_question = "Which collections were created by a designer who was also working at another fashion house at the time?"
education_influenced_collection_question = "Which fashion collections were influenced by a designer’s education at $x fashion school?"
# Designers & Fashion Houses
studied_then_director_question = "Which designers who studied at $x fashion school later became creative directors at $y fashion house?"
worked_at_both_houses_question = "Which designers have worked at both $x and $y fashion houses?"
launched_label_after_working_question = "Which designers who launched their own fashion labels had previously worked at $x fashion house?"
won_award_then_worked_question = "Which designers who won the $x award also worked for $y fashion house?"
lived_in_city_and_director_question = "Which designers who lived in $x city have worked as creative directors for $y fashion house?"
worked_for_three_houses_question = "Which designers have worked for at least three different fashion houses during their career?"
designed_for_two_brands_same_year_question = "Which designers who were creative directors at $x fashion house also designed collections for another brand in the same year?"
creative_director_and_label_founder_question = "Which designers were both fashion house creative directors and independent label founders at the same time?"
collaborated_with_two_houses_question = "Which designers have collaborated with both $x and $y fashion houses?"
worked_at_x_before_y_question = "Which designers worked at $x fashion house before moving to $y?"
# Designers & Collections
designed_for_multiple_houses_same_season_question = "Which designers have designed collections for multiple fashion houses in the same season?"
couture_and_ready_to_wear_question = "Which designers who specialized in haute couture have also designed ready-to-wear collections?"
similar_theme_collections_question = "Which designers who worked on $x collection had previously worked on a similar-themed collection for another brand?"
award_winner_inspired_by_history_question = "Which designers who have won an award have produced a collection inspired by $x historical period?"
alma_mater_referenced_in_collection_question = "Which designers who studied at $x school designed a collection that referenced their alma mater?"
# Fashion Houses & Collections
same_historical_period_collections_question = "Which fashion houses have produced collections inspired by the same historical period?"
collaborations_with_artists_question = "Which fashion houses have produced collections featuring collaborations with artists from $x field (e.g., photography, sculpture, film)?"
change_director_different_collection_question = "Which fashion houses have changed creative directors and immediately released a significantly different collection?"
avant_garde_and_minimalist_question = "Which fashion houses have produced both avant-garde and minimalist collections?"
inspired_by_other_brands_question = "Which fashion houses have produced a collection inspired by a previous designer’s work from another brand?"
# Multi-Category (Designers, Houses, Collections)
designer_worked_house_then_influenced_question = "Which designers who worked for $x fashion house also designed a collection influenced by $y movement?"
designer_lived_in_city_referenced_collection_question = "Which designers who lived in $x city during year $y produced a collection with references to that place?"
multiple_designers_same_collection_question = "Which fashion houses have had at least three designers contribute to the same collection?"
worked_elsewhere_during_collection_question = "Which collections were created by a designer who was also working at another fashion house at the time?"
education_influenced_collection_question = "Which fashion collections were influenced by a designer’s education at $x fashion school?"