PREFIX wd: <http://www.wikidata.org/entity/>
PREFIX wdt: <http://www.wikidata.org/prop/direct/>
PREFIX geof: <http://www.opengis.net/def/function/geosparql/>
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
SELECT ?municipality ?label ( AVG( ?lat ) AS ?avgLat ) ( AVG( ?lon ) AS ?avgLon ) ( AVG( ?population ) AS ?avgPopulation ) WHERE {
  ?municipality wdt:P31 wd:Q15284 .
  ?municipality wdt:P17 wd:Q40 .
  ?municipality rdfs:label ?label .
  FILTER ( lang( ?label ) = 'de' ) ?municipality wdt:P625 ?coord .
  BIND( geof:latitude ( ?coord ) AS ?lat ) BIND( geof:longitude ( ?coord ) AS ?lon ) OPTIONAL {
    ?municipality wdt:P1082 ?population
  }
  FILTER NOT EXISTS {
    ?municipality wdt:P576 ?dissolved
  }
  FILTER NOT EXISTS {
    ?municipality wdt:P582 ?endtime
  }
}
GROUP BY ?municipality ?label

Got 12 rows and 5 columns, showing the first 5 and last 5 rows below:
| municipality                          | label                        | avgLat                | avgLon                | avgPopulation      |
| ------------------------------------- | ---------------------------- | --------------------- | --------------------- | ------------------ |
| Gaas (wd:Q701999)                     | Gaas (de)                    | 47.0814 (xsd:decimal) | 16.4631 (xsd:decimal) | 270 (xsd:decimal)  |
| Hernstein (wd:Q687283)                | Hernstein (de)               | 47.8944 (xsd:decimal) | 16.1058 (xsd:decimal) | 1567 (xsd:decimal) |
| Hundsturm (wd:Q456192)                | Hundsturm (de)               | 48.1874 (xsd:decimal) | 16.3487 (xsd:decimal) |                    |
| Kroatisch Ehrensdorf (wd:Q544468)     | Kroatisch Ehrensdorf (de)    | 47.1167 (xsd:decimal) | 16.4 (xsd:decimal)    |                    |
| Kulm im Burgenland (wd:Q701985)       | Kulm im Burgenland (de)      | 47.1038 (xsd:decimal) | 16.4516 (xsd:decimal) | 128 (xsd:decimal)  |
| ...                                   | ...                          | ...                   | ...                   | ...                |
| Sparbach (wd:Q1305667)                | Sparbach (de)                | 48.074 (xsd:decimal)  | 16.1902 (xsd:decimal) |                    |
| St. Wolfgang (wd:Q2323752)            | St. Wolfgang (de)            | 48.6717 (xsd:decimal) | 14.8817 (xsd:decimal) | 126 (xsd:decimal)  |
| Weikersdorf (wd:Q98831936)            | Weikersdorf (de)             | 48.0074 (xsd:decimal) | 16.221 (xsd:decimal)  |                    |
| Weissenbach bei Mödling (wd:Q2556506) | Weissenbach bei Mödling (de) | 48.0808 (xsd:decimal) | 16.2212 (xsd:decimal) |                    |
| Winten (wd:Q583035)                   | Winten (de)                  | 47.1167 (xsd:decimal) | 16.4333 (xsd:decimal) | 73 (xsd:decimal)   |

This query returns the IRIs, German names, average latitudes, average longitudes, and average populations of municipalities in Austria that are still in existence. Labels are in German as requested.

[System]
You are a question answering assistant. Your job is to generate a SPARQL query to answer a given user question.

You have access to the following knowledge graphs:
wikidata at https://qlever.cs.uni-freiburg.de/api/wikidata

You can use the following SPARQL prefixes implicitly in all functions:
cc: <http://creativecommons.org/ns#
data: <https://www.wikidata.org/wiki/Special:EntityData/
dct: <http://purl.org/dc/terms/
geo: <http://www.opengis.net/ont/geosparql#
geof: <http://www.opengis.net/def/function/geosparql/
imdb: <https://www.imdb.com/
math: <http://www.w3.org/2005/xpath-functions/math#
ontolex: <http://www.w3.org/ns/lemon/ontolex#
owl: <http://www.w3.org/2002/07/owl#
p: <http://www.wikidata.org/prop/
pq: <http://www.wikidata.org/prop/qualifier/
pqn: <http://www.wikidata.org/prop/qualifier/value-normalized/
pqv: <http://www.wikidata.org/prop/qualifier/value/
pr: <http://www.wikidata.org/prop/reference/
prn: <http://www.wikidata.org/prop/reference/value-normalized/
prov: <http://www.w3.org/ns/prov#
prv: <http://www.wikidata.org/prop/reference/value/
ps: <http://www.wikidata.org/prop/statement/
psn: <http://www.wikidata.org/prop/statement/value-normalized/
psv: <http://www.wikidata.org/prop/statement/value/
qfn: <http://qlever.cs.uni-freiburg.de/function#
ql: <http://qlever.cs.uni-freiburg.de/builtin-functions/
rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#
rdfs: <http://www.w3.org/2000/01/rdf-schema#
ref: <http://www.wikidata.org/reference/
s: <http://www.wikidata.org/entity/statement/
schema: <http://schema.org/
skos: <http://www.w3.org/2004/02/skos/core#
v: <http://www.wikidata.org/value/
wd: <http://www.wikidata.org/entity/
wdno: <http://www.wikidata.org/prop/novalue/
wdt: <http://www.wikidata.org/prop/direct/
wdtn: <http://www.wikidata.org/prop/direct-normalized/
wikibase: <http://wikiba.se/ontology#
xsd: <http://www.w3.org/2001/XMLSchema#
foaf: <http://xmlns.com/foaf/0.1/
dc: <http://purl.org/dc/elements/1.1/
gn: <http://www.geonames.org/ontology#
bd: <http://www.bigdata.com/rdf#
hint: <http://www.bigdata.com/queryHints#
qb: <http://purl.org/linked-data/cube#
void: <http://rdfs.org/ns/void#

You should follow a step-by-step approach to generate the SPARQL query:
1. Determine possible entities and properties implied by the user question.
2. Use the functions to search for entities and properties in the knowledge graphs. Where applicable, constrain the searches with already identified entities and properties.
3. Gradually build up the SPARQL query using the identified entities and properties. Start with simple queries and add more complexity as needed. Use the execute function to get feedback on intermediate queries. You can go back and forth between knowledge graph searches and SPARQL query executions to refine the query.
4. Use the answer or cancel function to finalize your answer and stop the generation process.

Additional rules:
1. Explain your thought process before and after each step and function call.
2. Do not assume or make up any entities or properties without verifying them with the knowledge graphs and functions.
3. The SPARQL query should always return the actual identifiers / IRIs of the items in its result. It additionally may return labels or other human-readable information, but they are optional and should be put within optional clauses unless explicitly requested by the user.
4. Do not stop early if there are still obvious improvements to be made to the SPARQL query. For example, keep refining your SPARQL query if its result contains irrelevant items or is missing items you expected.
5. Do not perform additional computation (e.g. filtering, sorting, calculations) on the result of the SPARQL query to determine the answer. All computation should be done solely within SPARQL.
6. For questions with a "True" or "False" answer the SPARQL query should be an ASK query.
7. Do not use 'SERVICE wikibase:label { bd:serviceParam wikibase:language ...' in SPARQL queries. It is not SPARQL standard and unsupported by the used QLever SPARQL endpoints. Use rdfs:label or similar properties to get labels instead.

[User] What are the names, average latitudes, average longitudes, and average populations of municipalities in Austria that are still in existence, with labels in German?

[Assistant]
Let's break down the question:

1. We need municipalities in Austria.
2. They must still be in existence.
3. For each, we want:
   - Name (label in German)
   - Average latitude
   - Average longitude
   - Average population

Step 1: Find the entity for "municipality" and "Austria" in Wikidata.
Step 2: Find the property for "country" or "located in" to link municipalities to Austria.
Step 3: Find the property for "instance of" or "subclass of" to filter for municipalities.
Step 4: Find the property for "coordinate location" (for latitude and longitude).
Step 5: Find the property for "population".
Step 6: Find the property or qualifier for "still in existence" (e.g., no end date, or "dissolved" property is not present).
Step 7: Ensure labels are in German.

Let's start by searching for the entity "municipality" and "Austria".

[Tool]
Top 10 entity alternatives:
1. municipality, also known as municipalities (wd:Q15284): administrative division having corporate status and usually powers of self-government or jurisdiction
2. direct-administered municipality, also known as direct-administrated municipality, direct-controlled municipality, municipality, province-level municipality (wd:Q1208802): province-level subdivision in the People's Republic of China
3. municipality of the Philippines, also known as Philippine town, Philippine municipality, municipality (wd:Q24764): administrative division in Philippine provinces
4. municipality of Georgia, also known as municipality (wd:Q2655841): subdivision of Georgia, consisting of a settlement or a group of settlements
5. county town, also known as municipality (wd:Q1357964): county's administrative centre in the United Kingdom or Ireland
6. municipality of Albania, also known as municipality (wd:Q768307): administrative division of Albania
7. término municipal, also known as municipal area council, municipal area, municipal territory, municipality, municipal term (wd:Q55843): territory of a municipality of Spain or Portugal, on which the jurisdiction of a town hall extends
8. municipality of Macau, also known as concelho of Macau, municipality (wd:Q17361234): historic administrative subdivision of Macau
9. municipality, also known as municipality of Quebec (wd:Q27676428): type of municipality in Quebec; these are municipalities that only have "municipality" in their status
10. Sundarharaincha, also known as Municipality (wd:Q75947148): municipality in eastern Nepal lies in province 1

[Tool]
Top 10 entity alternatives:
1. Austria, also known as Republik Österreich, Republic of Austria, Österreich (wd:Q40): country in Central Europe
2. Austria-Hungary, also known as Monarchy of Austria-Hungary, The Kingdoms and Lands Represent...y Hungarian Crown of St. Stephen, Dual Monarchy, Austro-Hungary, Austro-Hungarian Monarchy (wd:Q28513): 1867–1918 empire in Central Europe
3. Austrian Empire, also known as Austria, Kaiserthum Österreich (wd:Q131964): Central European multinational Empire from 1804 to 1867
4. 136 Austria, also known as (136) Austria, Austria (wd:Q211216): main-belt asteroid
5. Austria (wd:Q4825411): constituency of the European Parliament
6. Austria (wd:Q2325193): portion of the Lombard Kingdom
7. Austria (wd:Q783470): typeface used in road signs
8. Austria (wd:Q27973382)
9. Austria (wd:Q25114801): family name
10. Austria (wd:Q20274646): human settlement in Mexico

[Tool]
Top 10 property alternatives:
1. valid in place, also known as applies to country, applies to location, applies to place, country, true in (wd:P3005 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): place where a statement is valid, applies to part
2. country of origin, also known as origin country, place of origin, originates from, country, CoO (wd:P495 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): country of origin of this item (creative work, food, phrase, product, etc.), significant place, country
3. country of citizenship, also known as subject of (country), nation of citizenship, national of, nationality, nation (wd:P27 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): the object is a country that recognizes the subject as its citizen, country
4. country, also known as sovereign state, state, land, host country (wd:P17 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): sovereign state that this item is in (not to be used for human beings), located in the administrative territorial entity
5. operating area, also known as province served, serves jurisdiction, serves geographic region, serves geographic area, serves area (wd:P2541 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): geographic area or jurisdiction an organisation or industry operates in, serves, or has responsibility for, location
6. place of birth, also known as POB, location of birth, location born, born in, birthplace (wd:P19 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): most specific known birth location of a person, animal or fictional character, location
7. continent (wd:P30 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): continent of which the subject is a part, located in/on physical feature
8. located in the administrative territorial entity, also known as is in the settlement of, is in the voivodeship of, is in the shire of, is in the state of, is in the territory of (wd:P131 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): the item is located on the territory of the following administra...if the item falls only partially into the administrative entity., location, part of
9. place of publication, also known as published in (place), where published, release region, released in, published from (wd:P291 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): geographical place of publication of the edition (use 1st edition when referring to works), significant place
10. location, also known as neighbourhood, whereabouts, vilage, venue, town (wd:P276 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): location of the object, structure or event. In the case of an ad...ity use P706. Use P7153 for locations associated with the object

[Tool]
Top 10 property alternatives:
1. coordinate location, also known as point on a map, gps coordinates, gps location, latitude, location (wd:P625 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): geocoordinates of the subject. For Earth, please note that only WGS84 coordinating system is supported at the moment
2. this zoological name is coordinate with, also known as coordinate name (wd:P2743 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): links coordinate zoological names, different from
3. coordinates of depicted place, also known as depicted item geolocation, geolocation of object, object geolocation (wd:P9149 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): coordinates of the place depicted in the work (or Commons image)
4. location map (wd:P1943 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): blank geographic map image suitable for overlaying coordinate points, as defined at c:Category:Location maps, image
5. genomic start, also known as start coordinate, genomic from, Genloc From, from, Genloc Start (wd:P644 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): genomic starting coordinate of the biological sequence (e.g. a gene)
6. set in environment, also known as set in location, takes place in, setting location, playing in, narrative set in (wd:P8411 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): environment (geographic feature, building type, etc.) the narrative work is set in, significant place, depicts
7. narrative location, also known as set in location, set in, setting, setting location, setting of work (wd:P840 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): the narrative of the work is set in this location, significant place, depicts
8. location of discovery, also known as found in, location of discovered object, place of discovery, site of discovery, source (wd:P189 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): where the item was located when discovered, significant place
9. spatial reference system, also known as coordinate reference system, CRS, SRS (wd:P3037 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): frame of reference used to produce a map
10. coordinates of geographic center, also known as coordinates of geographic centre, geographic centre, geographic center, geographical midpoint, geographical centre (wd:P5140 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): coordinates of the center of an area. Use qualifier "determination method" (P459) to indicate how, coordinate location

[Tool]
Top 10 property alternatives:
1. tabular population, also known as population (wd:P4179 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): same as population (P1082); used when there is data for many different points in time
2. population, also known as inhabitants, human population (wd:P1082 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): number of people inhabiting the place; number of people of subject
3. has census, also known as has human population census (wd:P8701 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): general population census of the country or region
4. urban population (wd:P6343 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): number of people living within the territorial entity who live in its urban parts, population
5. birth rate (wd:P8763 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): the total number of live births per 1,000 population
6. category populated by, also known as category filled by, category has template, cat populated by, component adding into the category, populated by (wd:P4329 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): software component (template, module, extension, MediaWiki core) populating the category
7. rural population (wd:P6344 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): number of people living within the territorial entity who live in its rural parts, population
8. female population (wd:P1539 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): number of female people inhabiting the place; number of female people of subject, population
9. male population, also known as male inhabitants, number of males (wd:P1540 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): number of male people inhabiting the place; number of male people of subject, population
10. number of households, also known as dwellings, households (wd:P1538 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): total number of households in this place, includes dwellings of all types

[Tool]
Top 10 property alternatives:
1. end time, also known as ends, stop time, endtime, fall date, ineffective (wd:P582 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): moment when an entity ceases to exist and a statement stops being entirely valid or no longer be true, point in time
2. dissolved, abolished or demolished date, also known as ended, publication end date, final issue, date repealed, final year (wd:P576 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): point in time at which the subject (organisation, building) ceas...g equipment,  "discontinued date" (P2669) for stopping a product, end time
3. merged into, also known as absorbed in, acquired by, annexed to, bought by, dissolved into (wd:P7888 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): the subject was dissolved and merged into the object, that existed previously
4. discharge (wd:P2225 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): volume rate of water flow which is transported through a given cross-sectional area
5. destroyed, also known as ihe anụ ahụ nke ihe omume a mebiri (wd:P3082 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): physical items destroyed by this event
6. announcement date, also known as released, date teased, made public on, public announcement date, published (wd:P6949 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): time of the first public presentation of a subject by the creator, of information by the media, point in time
7. publication date, also known as launched, published, publication time, publication, pubdate (wd:P577 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): date or point in time when a work was first published or released, point in time
8. separated from, also known as branched from, broke from, forked from, schism from, seceded from (wd:P807 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): subject was founded or started by separating from identified object
9. stage reached, also known as eliminated at, point achieved, round reached (wd:P2443 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): ultimate point in an event or competition reached by a participant
10. follows, also known as prev, successor to, succeeds to, succeeds, split from (wd:P155 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): immediately prior item in a series of which the subject is a par... preceding item, e.g. political offices, use "replaces" (P1365)]

[Tool]
Top 10 property alternatives:
1. instance of, also known as unitary element of class, has type, unique individual of, type, item of type (wd:P31 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): that class of which this subject is a particular example and mem...is a subclass of mountain (and an instance of volcanic landform)
2. Wikidata property example, also known as e.g., Wikidata property sample, property sample, property example, for example (wd:P1855 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): example where this Wikidata property is used; target item is one...ualifier the property being described given the associated value
3. quantity, also known as amount, total number, total, qty, occurrences (wd:P1114 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): number of instances of this subject in the universe of the subje...e actual number of instances in Wikidata may be lower or higher)
4. subproperty of, also known as subclass of property, superproperty, subPropertyOf, rdfs:subPropertyOf, parent property (wd:P1647 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): all resources related by this property are also related by that property, related property
5. partially coincident with, also known as intersecting with, has overlap with, has common parts with, has common members with, has common instances with (wd:P1382 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): object that partially overlaps with the subject in its instances, parts, or members, different from
6. model item, also known as specimen, sample, featured item, example item, best example (wd:P5869 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): defines which item is a best practice example of modelling a sub...lue of this property, usage instructions at Wikidata:Model items
7. permanent duplicated item, also known as same concept as, same as, duplicate of, permanently duplicated item, duplicate of item (wd:P2959 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): this item duplicates another item and the two can't be merged, a... cdowiki, gomwiki, nanwiki).  Use P31=Q17362920 for other wikis.
8. exemplar of, also known as contains work, includes work, contents (wd:P1574 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): Links an individual copy of a work to the item for that work or edition, instance of
9. usage example, also known as sentence, use in a sentence, example sentence (wd:P5831 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): example of how a lexeme (sense) might be used
10. fictional or mythical analog of, also known as fictionalisation of, mythical analog of, fictional version of, fictionalization of, fictional analog of (wd:P1074 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): used to link an entity or class of entities appearing in a creat...with the analogous entity or class of entities in the real world, inspired by

[Tool]
Got 5 rows and 1 column:
| municipality                          |
| ------------------------------------- |
| Martinsdorf (wd:Q110906664)           |
| Sparbach (wd:Q1305667)                |
| St. Wolfgang (wd:Q2323752)            |
| Weissenbach bei Mödling (wd:Q2556506) |
| Hundsturm (wd:Q456192)                |

[Tool]
Got 44 rows and 3 columns, showing the first 10 rows below:
| subject                     | property                                                    | object                                        |
| --------------------------- | ----------------------------------------------------------- | --------------------------------------------- |
| Martinsdorf (wd:Q110906664) | instance of (wdt:P31)                                       | municipality (wd:Q15284)                      |
| Martinsdorf (wd:Q110906664) | country (wdt:P17)                                           | Austria (wd:Q40)                              |
| Martinsdorf (wd:Q110906664) | located in the administrative territorial entity (wdt:P131) | Gaweinstal (wd:Q666556)                       |
| Martinsdorf (wd:Q110906664) | coordinate location (wdt:P625)                              | POINT(16.633300 48.472240) (geo:wktLiteral)   |
| Martinsdorf (wd:Q110906664) | Commons category (wdt:P373)                                 | Martinsdorf                                   |
| Martinsdorf (wd:Q110906664) | GeoNames ID (wdtn:P1566)                                    | <https://sws.geonames.org/2771852/>           |
| Martinsdorf (wd:Q110906664) | GNS Unique Feature ID (wdt:P2326)                           | -1984880                                      |
| Martinsdorf (wd:Q110906664) | FactGrid item ID (wdtn:P8168)                               | <https://database.factgrid.de/entity/Q558219> |
| Martinsdorf (wd:Q110906664) | UN/LOCODE (wdt:P1937)                                       | ATMSF                                         |
| Martinsdorf (wd:Q110906664) | locality number in Austria (wdt:P8384)                      | 05030                                         |
| ...                         | ...                                                         | ...                                           |

[Tool] Got no rows and 3 columns

[Tool]
Got 68 rows and 3 columns, showing the first 10 rows below:
| subject                | property                                                    | object                                                                              |
| ---------------------- | ----------------------------------------------------------- | ----------------------------------------------------------------------------------- |
| Sparbach (wd:Q1305667) | instance of (wdt:P31)                                       | municipality (wd:Q15284)                                                            |
| Sparbach (wd:Q1305667) | country (wdt:P17)                                           | Austria (wd:Q40)                                                                    |
| Sparbach (wd:Q1305667) | located in the administrative territorial entity (wdt:P131) | Hinterbrühl (wd:Q664735)                                                            |
| Sparbach (wd:Q1305667) | coordinate location (wdt:P625)                              | POINT(16.190230 48.073980) (geo:wktLiteral)                                         |
| Sparbach (wd:Q1305667) | Commons category (wdt:P373)                                 | Sparbach (Gemeinde Hinterbrühl)                                                     |
| Sparbach (wd:Q1305667) | image (wdt:P18)                                             | <http://commons.wikimedia.org/wiki/Special:FilePath/Sparbach%20-%20Ortsansicht.JPG> |
| Sparbach (wd:Q1305667) | part of (wdt:P361)                                          | Hinterbrühl (wd:Q664735)                                                            |
| Sparbach (wd:Q1305667) | postal code (wdt:P281)                                      | 2393                                                                                |
| Sparbach (wd:Q1305667) | elevation above sea level (wdt:P2044)                       | 344 (xsd:decimal)                                                                   |
| Sparbach (wd:Q1305667) | Google Knowledge Graph ID (wdtn:P2671)                      | <http://g.co/kg/g/1tj7v5j8>                                                         |
| ...                    | ...                                                         | ...                                                                                |

[Tool] Got no rows and 3 columns

[Tool]
Got 57 rows and 3 columns, showing the first 10 rows below:
| subject                    | property                                                    | object                                                                             |
| -------------------------- | ----------------------------------------------------------- | ---------------------------------------------------------------------------------- |
| St. Wolfgang (wd:Q2323752) | instance of (wdt:P31)                                       | municipality (wd:Q15284)                                                           |
| St. Wolfgang (wd:Q2323752) | country (wdt:P17)                                           | Austria (wd:Q40)                                                                   |
| St. Wolfgang (wd:Q2323752) | located in the administrative territorial entity (wdt:P131) | Gmünd District (wd:Q694421)                                                        |
| St. Wolfgang (wd:Q2323752) | coordinate location (wdt:P625)                              | POINT(14.881700 48.671700) (geo:wktLiteral)                                        |
| St. Wolfgang (wd:Q2323752) | Commons category (wdt:P373)                                 | St. Wolfgang bei Weitra                                                            |
| St. Wolfgang (wd:Q2323752) | image (wdt:P18)                                             | <http://commons.wikimedia.org/wiki/Special:FilePath/Weitra%20sankt%20wolfgang.jpg> |
| St. Wolfgang (wd:Q2323752) | population (wdt:P1082)                                      | 126 (xsd:decimal)                                                                  |
| St. Wolfgang (wd:Q2323752) | official name (wdt:P1448)                                   | St. Wolfgang (de-at)                                                               |
| St. Wolfgang (wd:Q2323752) | area (wdt:P2046)                                            | 4.25 (xsd:decimal)                                                                 |
| St. Wolfgang (wd:Q2323752) | number of houses (wdt:P4080)                                | 56 (xsd:decimal)                                                                   |
| ...                        | ...                                                         | ...                                                                                |

[Tool] Got no rows and 3 columns

[Tool] Got no rows and 3 columns

[Tool]
Got 78 rows and 3 columns, showing the first 10 rows below:
| subject                               | property                                                    | object                                                                      |
| ------------------------------------- | ----------------------------------------------------------- | --------------------------------------------------------------------------- |
| Weissenbach bei Mödling (wd:Q2556506) | instance of (wdt:P31)                                       | municipality (wd:Q15284)                                                    |
| Weissenbach bei Mödling (wd:Q2556506) | country (wdt:P17)                                           | Austria (wd:Q40)                                                            |
| Weissenbach bei Mödling (wd:Q2556506) | located in the administrative territorial entity (wdt:P131) | Mödling District (wd:Q254176)                                               |
| Weissenbach bei Mödling (wd:Q2556506) | coordinate location (wdt:P625)                              | POINT(16.221200 48.080800) (geo:wktLiteral)                                 |
| Weissenbach bei Mödling (wd:Q2556506) | Commons category (wdt:P373)                                 | Weissenbach bei Mödling                                                     |
| Weissenbach bei Mödling (wd:Q2556506) | image (wdt:P18)                                             | <http://commons.wikimedia.org/wiki/Special:FilePath/Weissenbach%200684.JPG> |
| Weissenbach bei Mödling (wd:Q2556506) | part of (wdt:P361)                                          | Hinterbrühl (wd:Q664735)                                                    |
| Weissenbach bei Mödling (wd:Q2556506) | postal code (wdt:P281)                                      | 2371                                                                        |
| Weissenbach bei Mödling (wd:Q2556506) | elevation above sea level (wdt:P2044)                       | 299 (xsd:decimal)                                                           |
| Weissenbach bei Mödling (wd:Q2556506) | area (wdt:P2046)                                            | 5.1618 (xsd:decimal)                                                        |
| ...                                   | ...                                                         | ...                                                                         |

[Tool] Got no rows and 3 columns

[Tool]
Got 75 rows and 3 columns, showing the first 10 rows below:
| subject                | property                           | object                                                                         |
| ---------------------- | ---------------------------------- | ------------------------------------------------------------------------------ |
| Hundsturm (wd:Q456192) | instance of (wdt:P31)              | municipality (wd:Q15284)                                                       |
| Hundsturm (wd:Q456192) | country (wdt:P17)                  | Austria (wd:Q40)                                                               |
| Hundsturm (wd:Q456192) | coordinate location (wdt:P625)     | POINT(16.349600 48.186800) (geo:wktLiteral)                                    |
| Hundsturm (wd:Q456192) | image (wdt:P18)                    | <http://commons.wikimedia.org/wiki/Special:FilePath/Bruno-Kreisky-02.jpg>      |
| Hundsturm (wd:Q456192) | locator map image (wdt:P242)       | <http://commons.wikimedia.org/wiki/Special:FilePath/MargaretenStreetmap.PNG>   |
| Hundsturm (wd:Q456192) | coat of arms image (wdt:P94)       | <http://commons.wikimedia.org/wiki/Special:FilePath/AUT%20Hundsturm%20COA.png> |
| Hundsturm (wd:Q456192) | Freebase ID (wdt:P646)             | /m/0808c93                                                                     |
| Hundsturm (wd:Q456192) | FactGrid item ID (wdtn:P8168)      | <https://database.factgrid.de/entity/Q555503>                                  |
| Hundsturm (wd:Q456192) | OpenStreetMap node ID (wdt:P11693) | 3922338276                                                                     |
| Hundsturm (wd:Q456192) | archINFORM location ID (wdt:P5573) | 44042                                                                          |
| ...                    | ...                                | ...                                                                            |

[Tool] Got no rows and 3 columns

[Tool] Got no rows and 3 columns

[Tool] Got no rows and 3 columns

[Tool]
Got 5 rows and 2 columns:
| municipality                          | label                        |
| ------------------------------------- | ---------------------------- |
| Martinsdorf (wd:Q110906664)           | Martinsdorf (de)             |
| Sparbach (wd:Q1305667)                | Sparbach (de)                |
| St. Wolfgang (wd:Q2323752)            | St. Wolfgang (de)            |
| Weissenbach bei Mödling (wd:Q2556506) | Weissenbach bei Mödling (de) |
| Hundsturm (wd:Q456192)                | Hundsturm (de)               |

[Tool]
Got 14 rows and 4 columns, showing the first 5 and last 5 rows below:
| municipality                          | label                        | coord                                       | population         |
| ------------------------------------- | ---------------------------- | ------------------------------------------- | ------------------ |
| Martinsdorf (wd:Q110906664)           | Martinsdorf (de)             | POINT(16.633300 48.472240) (geo:wktLiteral) |                    |
| Sparbach (wd:Q1305667)                | Sparbach (de)                | POINT(16.190230 48.073980) (geo:wktLiteral) |                    |
| St. Wolfgang (wd:Q2323752)            | St. Wolfgang (de)            | POINT(14.881700 48.671700) (geo:wktLiteral) | 126 (xsd:decimal)  |
| Weissenbach bei Mödling (wd:Q2556506) | Weissenbach bei Mödling (de) | POINT(16.221200 48.080800) (geo:wktLiteral) |                    |
| Hundsturm (wd:Q456192)                | Hundsturm (de)               | POINT(16.349600 48.186800) (geo:wktLiteral) |                    |
| ...                                   | ...                          | ...                                         | ...                |
| Hernstein (wd:Q687283)                | Hernstein (de)               | POINT(16.105833 47.894444) (geo:wktLiteral) | 1567 (xsd:decimal) |
| Kulm im Burgenland (wd:Q701985)       | Kulm im Burgenland (de)      | POINT(16.451600 47.103800) (geo:wktLiteral) | 128 (xsd:decimal)  |
| Gaas (wd:Q701999)                     | Gaas (de)                    | POINT(16.463055 47.081389) (geo:wktLiteral) | 266 (xsd:decimal)  |
| Gaas (wd:Q701999)                     | Gaas (de)                    | POINT(16.463055 47.081389) (geo:wktLiteral) | 274 (xsd:decimal)  |
| Weikersdorf (wd:Q98831936)            | Weikersdorf (de)             | POINT(16.221040 48.007440) (geo:wktLiteral) |                    |

[Tool] Stopped generation process


PREFIX wd: <http://www.wikidata.org/entity/>
PREFIX wdt: <http://www.wikidata.org/prop/direct/>
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
SELECT ?country ?countryLabel WHERE {
  ?country wdt:P31 wd:Q6256 .
  ?country rdfs:label ?countryLabel .
  FILTER ( lang( ?countryLabel ) = "en" )
}
ORDER BY ?countryLabel

Got 196 rows and 2 columns, showing the first 5 and last 5 rows below:
| country               | countryLabel     |
| --------------------- | ---------------- |
| Afghanistan (wd:Q889) | Afghanistan (en) |
| Albania (wd:Q222)     | Albania (en)     |
| Algeria (wd:Q262)     | Algeria (en)     |
| Andorra (wd:Q228)     | Andorra (en)     |
| Angola (wd:Q916)      | Angola (en)      |
| ...                   | ...              |
| Venezuela (wd:Q717)   | Venezuela (en)   |
| Vietnam (wd:Q881)     | Vietnam (en)     |
| Yemen (wd:Q805)       | Yemen (en)       |
| Zambia (wd:Q953)      | Zambia (en)      |
| Zimbabwe (wd:Q954)    | Zimbabwe (en)    |

The countries, ordered by their names in English, are all entities that are instances of 'country' (wd:Q6256) in Wikidata, with their English labels. The query returns their IRIs and English names, sorted alphabetically.

[System]
You are a question answering assistant. Your job is to generate a SPARQL query to answer a given user question.

You have access to the following knowledge graphs:
wikidata at https://qlever.cs.uni-freiburg.de/api/wikidata

You can use the following SPARQL prefixes implicitly in all functions:
cc: <http://creativecommons.org/ns#
data: <https://www.wikidata.org/wiki/Special:EntityData/
dct: <http://purl.org/dc/terms/
geo: <http://www.opengis.net/ont/geosparql#
geof: <http://www.opengis.net/def/function/geosparql/
imdb: <https://www.imdb.com/
math: <http://www.w3.org/2005/xpath-functions/math#
ontolex: <http://www.w3.org/ns/lemon/ontolex#
owl: <http://www.w3.org/2002/07/owl#
p: <http://www.wikidata.org/prop/
pq: <http://www.wikidata.org/prop/qualifier/
pqn: <http://www.wikidata.org/prop/qualifier/value-normalized/
pqv: <http://www.wikidata.org/prop/qualifier/value/
pr: <http://www.wikidata.org/prop/reference/
prn: <http://www.wikidata.org/prop/reference/value-normalized/
prov: <http://www.w3.org/ns/prov#
prv: <http://www.wikidata.org/prop/reference/value/
ps: <http://www.wikidata.org/prop/statement/
psn: <http://www.wikidata.org/prop/statement/value-normalized/
psv: <http://www.wikidata.org/prop/statement/value/
qfn: <http://qlever.cs.uni-freiburg.de/function#
ql: <http://qlever.cs.uni-freiburg.de/builtin-functions/
rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#
rdfs: <http://www.w3.org/2000/01/rdf-schema#
ref: <http://www.wikidata.org/reference/
s: <http://www.wikidata.org/entity/statement/
schema: <http://schema.org/
skos: <http://www.w3.org/2004/02/skos/core#
v: <http://www.wikidata.org/value/
wd: <http://www.wikidata.org/entity/
wdno: <http://www.wikidata.org/prop/novalue/
wdt: <http://www.wikidata.org/prop/direct/
wdtn: <http://www.wikidata.org/prop/direct-normalized/
wikibase: <http://wikiba.se/ontology#
xsd: <http://www.w3.org/2001/XMLSchema#
foaf: <http://xmlns.com/foaf/0.1/
dc: <http://purl.org/dc/elements/1.1/
gn: <http://www.geonames.org/ontology#
bd: <http://www.bigdata.com/rdf#
hint: <http://www.bigdata.com/queryHints#
qb: <http://purl.org/linked-data/cube#
void: <http://rdfs.org/ns/void#

You should follow a step-by-step approach to generate the SPARQL query:
1. Determine possible entities and properties implied by the user question.
2. Use the functions to search for entities and properties in the knowledge graphs. Where applicable, constrain the searches with already identified entities and properties.
3. Gradually build up the SPARQL query using the identified entities and properties. Start with simple queries and add more complexity as needed. Use the execute function to get feedback on intermediate queries. You can go back and forth between knowledge graph searches and SPARQL query executions to refine the query.
4. Use the answer or cancel function to finalize your answer and stop the generation process.

Additional rules:
1. Explain your thought process before and after each step and function call.
2. Do not assume or make up any entities or properties without verifying them with the knowledge graphs and functions.
3. The SPARQL query should always return the actual identifiers / IRIs of the items in its result. It additionally may return labels or other human-readable information, but they are optional and should be put within optional clauses unless explicitly requested by the user.
4. Do not stop early if there are still obvious improvements to be made to the SPARQL query. For example, keep refining your SPARQL query if its result contains irrelevant items or is missing items you expected.
5. Do not perform additional computation (e.g. filtering, sorting, calculations) on the result of the SPARQL query to determine the answer. All computation should be done solely within SPARQL.
6. For questions with a "True" or "False" answer the SPARQL query should be an ASK query.
7. Do not use 'SERVICE wikibase:label { bd:serviceParam wikibase:language ...' in SPARQL queries. It is not SPARQL standard and unsupported by the used QLever SPARQL endpoints. Use rdfs:label or similar properties to get labels instead.

[User] What are the countries, ordered by their names in English?

[Assistant]
Let's break down the question:

1. The user wants a list of countries.
2. The result should be ordered by their names in English.

Step 1: Identify the entity for "country" in Wikidata.
Step 2: Find the property for the English label (name).
Step 3: Write a query to select all entities that are instances of "country" and get their English labels, ordering by the label.

First, let's search for the entity "country" in Wikidata.

[Tool]
Top 10 entity alternatives:
1. country, also known as countries (wd:Q6256): distinct territorial body or political entity
2. country music, also known as country, country and western, country & western (wd:Q83440): genre of American popular music
3. sovereign state, also known as country, nation, sovereign country, sovereign nation, Westphalian state (wd:Q3624078): state that has the highest authority over a territory
4. Dennis Rodman, also known as Rodzilla, Psycho, The Worm, Worm, Country (wd:Q201608): American basketball player, professional wrestler, basketball player, amateur wrestler, basketball coach, voice actor, film actor, actor
5. Country (wd:Q1754454): 1984 film directed by Richard Pearce
6. .country (wd:Q20571777): top-level domain
7. Country (wd:Q5177190): music album by Anne Murray
8. Country (wd:Q48816259): People in rural areas of the United States
9. Country (wd:Q26779428): Chilean political party founded in 2016
10. country (wd:Q22828881)

[Assistant]
The most relevant entity for "country" as a territorial or political entity is wd:Q6256.

Next, I need to find all entities that are instances of wd:Q6256 (country) and get their English names. In Wikidata, the property for "instance of" is usually P31, and the English label can be retrieved using rdfs:label with a language filter.

Now, I will write a SPARQL query to select all entities that are instances of wd:Q6256, get their English labels, and order them by the label.

[Tool]
Got 196 rows and 2 columns, showing the first 5 and last 5 rows below:
| country               | countryLabel     |
| --------------------- | ---------------- |
| Afghanistan (wd:Q889) | Afghanistan (en) |
| Albania (wd:Q222)     | Albania (en)     |
| Algeria (wd:Q262)     | Algeria (en)     |
| Andorra (wd:Q228)     | Andorra (en)     |
| Angola (wd:Q916)      | Angola (en)      |
| ...                   | ...              |
| Venezuela (wd:Q717)   | Venezuela (en)   |
| Vietnam (wd:Q881)     | Vietnam (en)     |
| Yemen (wd:Q805)       | Yemen (en)       |
| Zambia (wd:Q953)      | Zambia (en)      |
| Zimbabwe (wd:Q954)    | Zimbabwe (en)    |

[Tool] Stopped generation process


PREFIX wd: <http://www.wikidata.org/entity/>
PREFIX wdt: <http://www.wikidata.org/prop/direct/>
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
SELECT ?film ?filmLabel ?genre ?genreLabel ( MIN( ?pubDate ) AS ?earliestPubDate ) WHERE {
  ?film wdt:P57 wd:Q1151111 .
  OPTIONAL {
    ?film wdt:P136 ?genre .
    OPTIONAL {
      ?genre rdfs:label ?genreLabel FILTER ( lang( ?genreLabel ) = "en" )
    }
  }
  OPTIONAL {
    ?film wdt:P577 ?pubDate
  }
  OPTIONAL {
    ?film rdfs:label ?filmLabel FILTER ( lang( ?filmLabel ) = "en" )
  }
}
GROUP BY ?film ?filmLabel ?genre ?genreLabel
ORDER BY ?earliestPubDate

Got 45 rows and 5 columns, showing the first 5 and last 5 rows below:
| film                                            | filmLabel                             | genre                            | genreLabel              | earliestPubDate                     |
| ----------------------------------------------- | ------------------------------------- | -------------------------------- | ----------------------- | ----------------------------------- |
| Stuart Little (wd:Q17048803)                    | Stuart Little (en)                    |                                  |                         |                                     |
| Tummy Trouble (wd:Q22350906)                    | Tummy Trouble (en)                    | comedy film (wd:Q157443)         | comedy film (en)        | 1989-01-01T00:00:00Z (xsd:dateTime) |
| Roller Coaster Rabbit (wd:Q20004165)            | Roller Coaster Rabbit (en)            | comedy film (wd:Q157443)         | comedy film (en)        | 1990-01-01T00:00:00Z (xsd:dateTime) |
| The Lion King (wd:Q36479)                       | The Lion King (en)                    | musical film (wd:Q842256)        | musical film (en)       | 1994-06-15T00:00:00Z (xsd:dateTime) |
| The Lion King (wd:Q36479)                       | The Lion King (en)                    | adventure film (wd:Q319221)      | adventure film (en)     | 1994-06-15T00:00:00Z (xsd:dateTime) |
| ...                                             | ...                                   | ...                              | ...                     | ...                                 |
| Paws of Fury: The Legend of Hank (wd:Q21450513) | Paws of Fury: The Legend of Hank (en) | action comedy film (wd:Q2678111) | action comedy film (en) | 2021-11-05T00:00:00Z (xsd:dateTime) |
| Paws of Fury: The Legend of Hank (wd:Q21450513) | Paws of Fury: The Legend of Hank (en) | action film (wd:Q188473)         | action film (en)        | 2021-11-05T00:00:00Z (xsd:dateTime) |
| Paws of Fury: The Legend of Hank (wd:Q21450513) | Paws of Fury: The Legend of Hank (en) | comedy film (wd:Q157443)         | comedy film (en)        | 2021-11-05T00:00:00Z (xsd:dateTime) |
| Paws of Fury: The Legend of Hank (wd:Q21450513) | Paws of Fury: The Legend of Hank (en) | family film (wd:Q1361932)        | family film (en)        | 2021-11-05T00:00:00Z (xsd:dateTime) |
| Paws of Fury: The Legend of Hank (wd:Q21450513) | Paws of Fury: The Legend of Hank (en) | martial arts film (wd:Q1033891)  | martial arts film (en)  | 2021-11-05T00:00:00Z (xsd:dateTime) |

Here is the SPARQL query that finds all films directed by Rob Minkoff, their genres (if available), and the earliest publication date of each film (if available). The query returns the film IRIs, genre IRIs, and publication dates, with optional English labels for readability.

```sparql
SELECT ?film ?filmLabel ?genre ?genreLabel (MIN(?pubDate) AS ?earliestPubDate) WHERE {
  ?film wdt:P57 wd:Q1151111 .
  OPTIONAL { ?film wdt:P136 ?genre . OPTIONAL { ?genre rdfs:label ?genreLabel FILTER (lang(?genreLabel) = "en") } }
  OPTIONAL { ?film wdt:P577 ?pubDate }
  OPTIONAL { ?film rdfs:label ?filmLabel FILTER (lang(?filmLabel) = "en") }
}
GROUP BY ?film ?filmLabel ?genre ?genreLabel
ORDER BY ?earliestPubDate
```

This query groups by film and genre, and uses MIN to get the earliest publication date for each film-genre combination. You can use the IRIs in the result for further exploration or linking.

[System]
You are a question answering assistant. Your job is to generate a SPARQL query to answer a given user question.

You have access to the following knowledge graphs:
wikidata at https://qlever.cs.uni-freiburg.de/api/wikidata

You can use the following SPARQL prefixes implicitly in all functions:
cc: <http://creativecommons.org/ns#
data: <https://www.wikidata.org/wiki/Special:EntityData/
dct: <http://purl.org/dc/terms/
geo: <http://www.opengis.net/ont/geosparql#
geof: <http://www.opengis.net/def/function/geosparql/
imdb: <https://www.imdb.com/
math: <http://www.w3.org/2005/xpath-functions/math#
ontolex: <http://www.w3.org/ns/lemon/ontolex#
owl: <http://www.w3.org/2002/07/owl#
p: <http://www.wikidata.org/prop/
pq: <http://www.wikidata.org/prop/qualifier/
pqn: <http://www.wikidata.org/prop/qualifier/value-normalized/
pqv: <http://www.wikidata.org/prop/qualifier/value/
pr: <http://www.wikidata.org/prop/reference/
prn: <http://www.wikidata.org/prop/reference/value-normalized/
prov: <http://www.w3.org/ns/prov#
prv: <http://www.wikidata.org/prop/reference/value/
ps: <http://www.wikidata.org/prop/statement/
psn: <http://www.wikidata.org/prop/statement/value-normalized/
psv: <http://www.wikidata.org/prop/statement/value/
qfn: <http://qlever.cs.uni-freiburg.de/function#
ql: <http://qlever.cs.uni-freiburg.de/builtin-functions/
rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#
rdfs: <http://www.w3.org/2000/01/rdf-schema#
ref: <http://www.wikidata.org/reference/
s: <http://www.wikidata.org/entity/statement/
schema: <http://schema.org/
skos: <http://www.w3.org/2004/02/skos/core#
v: <http://www.wikidata.org/value/
wd: <http://www.wikidata.org/entity/
wdno: <http://www.wikidata.org/prop/novalue/
wdt: <http://www.wikidata.org/prop/direct/
wdtn: <http://www.wikidata.org/prop/direct-normalized/
wikibase: <http://wikiba.se/ontology#
xsd: <http://www.w3.org/2001/XMLSchema#
foaf: <http://xmlns.com/foaf/0.1/
dc: <http://purl.org/dc/elements/1.1/
gn: <http://www.geonames.org/ontology#
bd: <http://www.bigdata.com/rdf#
hint: <http://www.bigdata.com/queryHints#
qb: <http://purl.org/linked-data/cube#
void: <http://rdfs.org/ns/void#

You should follow a step-by-step approach to generate the SPARQL query:
1. Determine possible entities and properties implied by the user question.
2. Use the functions to search for entities and properties in the knowledge graphs. Where applicable, constrain the searches with already identified entities and properties.
3. Gradually build up the SPARQL query using the identified entities and properties. Start with simple queries and add more complexity as needed. Use the execute function to get feedback on intermediate queries. You can go back and forth between knowledge graph searches and SPARQL query executions to refine the query.
4. Use the answer or cancel function to finalize your answer and stop the generation process.

Additional rules:
1. Explain your thought process before and after each step and function call.
2. Do not assume or make up any entities or properties without verifying them with the knowledge graphs and functions.
3. The SPARQL query should always return the actual identifiers / IRIs of the items in its result. It additionally may return labels or other human-readable information, but they are optional and should be put within optional clauses unless explicitly requested by the user.
4. Do not stop early if there are still obvious improvements to be made to the SPARQL query. For example, keep refining your SPARQL query if its result contains irrelevant items or is missing items you expected.
5. Do not perform additional computation (e.g. filtering, sorting, calculations) on the result of the SPARQL query to determine the answer. All computation should be done solely within SPARQL.
6. For questions with a "True" or "False" answer the SPARQL query should be an ASK query.
7. Do not use 'SERVICE wikibase:label { bd:serviceParam wikibase:language ...' in SPARQL queries. It is not SPARQL standard and unsupported by the used QLever SPARQL endpoints. Use rdfs:label or similar properties to get labels instead.

[User] What are the films directed by Rob Minkoff and the genres of the films (if available), and the earliest publication date of each film (if available)?

[Assistant]
Let's break down the question:

1. Identify the entity for "Rob Minkoff".
2. Find films directed by Rob Minkoff.
3. For each film, get its genres (if available).
4. For each film, get its earliest publication date (if available).

Let's start by searching for the entity "Rob Minkoff".

[Tool]
Top 10 entity alternatives:
1. Rob Minkoff, also known as Robert R. Minkoff, Robert Minkoff (wd:Q1151111): American filmmaker, character animator, film producer, film director, screenwriter
2. robbery, also known as hold-up, stickup, stick-up, stick up, robbing (wd:Q53706): taking or attempting to take something of value by force or threat of force or by putting the victim in fear
3. Robert Sheehan, also known as Rozzy, Robert Michael Sheehan, Rob (wd:Q315855): television actor, Irish actor, stage actor, film actor, actor
4. Roberts International Airport, also known as GLRB, ROB, Robertsfield, Roberts Field (wd:Q721497): commercial airport near Monrovia, Liberia
5. R.O.B., also known as ROB, Robotic Operating Buddy (wd:Q1156500): Nintendo Entertainment System accessory
6. Kawasaki Ki-64, also known as Rob (wd:Q573377): Japanese World War II prototype plane
7. Rob Slotemaker, also known as Rob (wd:Q1862046): Dutch racing driver (1929–1979), racing automobile driver, Formula One driver, rally driver, engineer
8. Rob (wd:Q278856): human settlement in Municipality of Velike Lašče, Slovenia
9. William Robinson, also known as Rob. (wd:Q4992239): Irish practical gardener and journalist (1838–1935), horticulturist, botanist
10. Rob, also known as ¡Rob! (wd:Q2119304): American comedy television series

[Assistant]
The correct entity for Rob Minkoff is wd:Q1151111.

Next, I need to find films directed by Rob Minkoff. To do this, I will search for properties related to "director" to find the correct property to use in the query.

[Tool]
Top 10 property alternatives:
1. director / manager, also known as leader, manager, manager/director, managing director, Officer-in-Charge (wd:P1037 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): person who manages any kind of group, significant person
2. director, also known as film director, movie director, game director, directed by (wd:P57 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): director(s) of film, TV-series, stageplay, video game or similar, contributor to the creative work or subject, creator
3. editor-in-chief, also known as lead editor, managing editor, executive editor, editor in chief, directed by (wd:P5769 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): a publication's editorial leader who has final responsibility fo...publishing articles or books in collections or periodical papers
4. position held by head of the organization, also known as position held by head of the organisation, secretary's position, president's position, position held by head of the organization, office held by head of the organisation (wd:P2388 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): position of the head of this item
5. creative director (wd:P12617 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): person who makes high-level creative decisions, director
6. assistant director, also known as second unit director (wd:P5126 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): assistant stage director of a performing arts, film or television production
7. artistic director (wd:P8938 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): person responsible for the overall artistic vision of an organization and for its execution. See also P3174 for works., director / manager
8. art director, also known as artistic director (wd:P3174 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): person credited as the art director/artistic director of this wo... designers, lighting designers; See also P8938 for organizations
9. director of photography, also known as cinematographer, DOP (wd:P344 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): person responsible for the framing, lighting, and filtration of the subject work, film crew member
10. director of archaeological fieldwork, also known as dig director, director of excavations, excavation director (wd:P4345 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): person leading the archaeological or anthropological investigation at a given site, significant person

[Assistant]
The correct property for "director" of a film is wd:P57.

Now, I need to find films (likely instances of "film") where Rob Minkoff (wd:Q1151111) is the director (wd:P57). Then, for each film, I need to get:
- Its genre (likely property: genre)
- Its earliest publication date (likely property: publication date or release date)

Let's confirm the properties for "genre" and "publication date" by searching for them.

[Tool]
Top 10 property alternatives:
1. radio format, also known as format, radio station format, genre (wd:P415 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): describes the overall content broadcast on a radio station
2. genre, also known as genre of music, type of music, type of film, music genre, literary genre (wd:P136 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): creative work's genre or an artist's field of work (P101). Use main subject (P921) to relate creative works to their topic
3. subclass of, also known as rdfs:subClassOf, sort of, subcategory of, subgenre of, subtype of (wd:P279 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): this item is a subclass (subset) of that item; ALL instances of ...stance of volcanic landform); Everest is an instance of mountain
4. form of creative work, also known as work type, work form, type of work, artform, type of reference work (wd:P7937 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): structure of a creative work
5. Every Noise at Once ID, also known as Spotify genre, Every Noise at Once identifier, everynoise.com identifier (wd:P9881 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): identifier of a music genre, style, or scene on the Every Noise at Once website
6. MusicBrainz genre ID, also known as MB genre ID (wd:P8052 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): identifier for a genre on the MusicBrainz open music encyclopedia
7. for color scheme, also known as color mode, uses colour scheme, uses color scheme, theme, prefers colour scheme (wd:P8798 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): which color scheme this statement is designed for
8. based on, also known as modelled after, inspired by, iteration of, modeled after, fork of (wd:P144 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): the work(s) or inputs used as the basis for subject item; for fictional analog use P1074, references work, tradition or theory, inspired by
9. main subject, also known as primary topic, primary subject, primary keyword, plot keyword, of (wd:P921 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): primary topic of a work (see also P180: depicts), depicts
10. AllMusic genre/style ID, also known as AllMusic style identifier, AllMusic theme identifier, AllMusic theme ID, AllMusic style ID, AllMusic style/genre ID (wd:P9185 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): ID of a music genre or style in AllMusic

[Assistant]
The correct property for "genre" is wd:P136.

Now, let's search for the property related to "publication date" or "release date" to ensure we use the most appropriate one for films.

[Tool]
Top 10 property alternatives:
1. publication date, also known as launched, published, publication time, publication, pubdate (wd:P577 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): date or point in time when a work was first published or released, point in time
2. dissolved, abolished or demolished date, also known as ended, publication end date, final issue, date repealed, final year (wd:P576 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): point in time at which the subject (organisation, building) ceas...g equipment,  "discontinued date" (P2669) for stopping a product, end time
3. place of publication, also known as published in (place), where published, release region, released in, published from (wd:P291 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): geographical place of publication of the edition (use 1st edition when referring to works), significant place
4. published in, also known as song on album, tome of the book, tome of, track of, track on (wd:P1433 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): larger work that a given work was published in, like a book, journal or music album, part of
5. announcement date, also known as released, date teased, made public on, public announcement date, published (wd:P6949 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): time of the first public presentation of a subject by the creator, of information by the media, point in time
6. edition number, also known as number of event, software version number, version number (wd:P393 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): number of an edition (first, second, ... as 1, 2, ...) or event, series ordinal
7. publisher, also known as video game publisher, software publisher, comic book publisher, sheet music publisher, publishing house (wd:P123 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): organization or person responsible for publishing books, periodicals, printed music, podcasts, games or software
8. distribution format, also known as book format, type of media, publication format, method of distribution, medium (wd:P437 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): method (or type) of distribution for the subject
9. publication interval, also known as frequency of publication, interval of publication, publication cycle, publication frequency, update frequency (wd:P2896 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): standard publication interval for daily or periodical publications, event interval
10. platform, also known as computing platform, runtime, published on, platforms, hardware (wd:P400 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): platform for which a work was developed or released, or the specific platform version of a software product

[Assistant]
The correct property for "publication date" is wd:P577.

Now, I have all the necessary entities and properties:
- Rob Minkoff: wd:Q1151111
- Director: wdt:P57
- Genre: wdt:P136
- Publication date: wdt:P577

I will now construct a SPARQL query to find all films directed by Rob Minkoff, their genres (if available), and their earliest publication date (if available). I will also include optional labels for human readability.

Let's proceed to build and execute the query.

[Tool]
Got 190 rows and 5 columns, showing the first 5 and last 5 rows below:
| film                                | filmLabel                  | genre                               | genreLabel                  | pubDate                             |
| ----------------------------------- | -------------------------- | ----------------------------------- | --------------------------- | ----------------------------------- |
| Stuart Little (wd:Q1048958)         | Stuart Little (en)         | family film (wd:Q1361932)           | family film (en)            | 1999-12-17T00:00:00Z (xsd:dateTime) |
| Stuart Little (wd:Q1048958)         | Stuart Little (en)         | family film (wd:Q1361932)           | family film (en)            | 2000-02-18T00:00:00Z (xsd:dateTime) |
| Stuart Little (wd:Q1048958)         | Stuart Little (en)         | family film (wd:Q1361932)           | family film (en)            | 2000-04-20T00:00:00Z (xsd:dateTime) |
| Stuart Little (wd:Q1048958)         | Stuart Little (en)         | comedy film (wd:Q157443)            | comedy film (en)            | 1999-12-17T00:00:00Z (xsd:dateTime) |
| Stuart Little (wd:Q1048958)         | Stuart Little (en)         | comedy film (wd:Q157443)            | comedy film (en)            | 2000-02-18T00:00:00Z (xsd:dateTime) |
| ...                                 | ...                        | ...                                 | ...                         | ...                                 |
| Mr. Peabody & Sherman (wd:Q6929072) | Mr. Peabody & Sherman (en) | science fiction comedy (wd:Q761469) | science fiction comedy (en) | 2014-02-27T00:00:00Z (xsd:dateTime) |
| Mr. Peabody & Sherman (wd:Q6929072) | Mr. Peabody & Sherman (en) | science fiction comedy (wd:Q761469) | science fiction comedy (en) | 2014-03-13T00:00:00Z (xsd:dateTime) |
| Mr. Peabody & Sherman (wd:Q6929072) | Mr. Peabody & Sherman (en) | buddy film (wd:Q663106)             | buddy film (en)             | 2014-02-07T00:00:00Z (xsd:dateTime) |
| Mr. Peabody & Sherman (wd:Q6929072) | Mr. Peabody & Sherman (en) | buddy film (wd:Q663106)             | buddy film (en)             | 2014-02-27T00:00:00Z (xsd:dateTime) |
| Mr. Peabody & Sherman (wd:Q6929072) | Mr. Peabody & Sherman (en) | buddy film (wd:Q663106)             | buddy film (en)             | 2014-03-13T00:00:00Z (xsd:dateTime) |

[Assistant]
Here is the SPARQL query that finds all films directed by Rob Minkoff, their genres (if available), and the earliest publication date of each film (if available). The query returns the film IRIs, genre IRIs, and publication dates, with optional English labels for readability.

```sparql
SELECT ?film ?filmLabel ?genre ?genreLabel (MIN(?pubDate) AS ?earliestPubDate) WHERE {
  ?film wdt:P57 wd:Q1151111 .
  OPTIONAL { ?film wdt:P136 ?genre . OPTIONAL { ?genre rdfs:label ?genreLabel FILTER (lang(?genreLabel) = "en") } }
  OPTIONAL { ?film wdt:P577 ?pubDate }
  OPTIONAL { ?film rdfs:label ?filmLabel FILTER (lang(?filmLabel) = "en") }
}
GROUP BY ?film ?filmLabel ?genre ?genreLabel
ORDER BY ?earliestPubDate
```

This query groups by film and genre, and uses MIN to get the earliest publication date for each film-genre combination. You can use the IRIs in the result for further exploration or linking.


PREFIX wd: <http://www.wikidata.org/entity/>
PREFIX wdt: <http://www.wikidata.org/prop/direct/>
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
SELECT ?formation ( COUNT( ?item ) AS ?mainSubjectCount ) ( SAMPLE( ?formationLabel ) AS ?label ) WHERE {
  ?formation wdt:P31 wd:Q736917 ; wdt:P17 wd:Q30 .
  OPTIONAL {
    ?formation rdfs:label ?formationLabel FILTER ( lang( ?formationLabel ) = "en" )
  }
  ?item wdt:P921 ?formation .
}
GROUP BY ?formation
ORDER BY DESC ( ?mainSubjectCount ) ?label
LIMIT 100

Got 100 rows and 3 columns, showing the first 5 and last 5 rows below:
| formation                          | mainSubjectCount | label                      |
| ---------------------------------- | ---------------- | -------------------------- |
| Green River Formation (wd:Q741367) | 193 (xsd:int)    | Green River Formation (en) |
| Marcellus Formation (wd:Q1554536)  | 116 (xsd:int)    | Marcellus Formation (en)   |
| Phosphoria Formation (wd:Q7187546) | 82 (xsd:int)     | Phosphoria Formation (en)  |
| Navajo Sandstone (wd:Q3118347)     | 57 (xsd:int)     | Navajo Sandstone (en)      |
| Pierre Shale (wd:Q7192447)         | 54 (xsd:int)     | Pierre Shale (en)          |
| ...                                | ...              | ...                        |
| Monterey Shale (wd:Q62604402)      | 5 (xsd:int)      | Monterey Shale (en)        |
| Nanaimo Group (wd:Q17512613)       | 5 (xsd:int)      | Nanaimo Group (en)         |
| Peedee Formation (wd:Q18158274)    | 5 (xsd:int)      | Peedee Formation (en)      |
| St. Peter Sandstone (wd:Q7591457)  | 5 (xsd:int)      | St. Peter Sandstone (en)   |
| Utica Shale (wd:Q3481288)          | 5 (xsd:int)      | Utica Shale (en)           |

This query returns geological formations in the United States, their labels, and the number of items that have each formation as their main subject, ordered by the count (descending) and then by label. For example, the Green River Formation has 193 items with it as the main subject, Marcellus Formation has 116, and so on.

[System]
You are a question answering assistant. Your job is to generate a SPARQL query to answer a given user question.

You have access to the following knowledge graphs:
wikidata at https://qlever.cs.uni-freiburg.de/api/wikidata

You can use the following SPARQL prefixes implicitly in all functions:
cc: <http://creativecommons.org/ns#
data: <https://www.wikidata.org/wiki/Special:EntityData/
dct: <http://purl.org/dc/terms/
geo: <http://www.opengis.net/ont/geosparql#
geof: <http://www.opengis.net/def/function/geosparql/
imdb: <https://www.imdb.com/
math: <http://www.w3.org/2005/xpath-functions/math#
ontolex: <http://www.w3.org/ns/lemon/ontolex#
owl: <http://www.w3.org/2002/07/owl#
p: <http://www.wikidata.org/prop/
pq: <http://www.wikidata.org/prop/qualifier/
pqn: <http://www.wikidata.org/prop/qualifier/value-normalized/
pqv: <http://www.wikidata.org/prop/qualifier/value/
pr: <http://www.wikidata.org/prop/reference/
prn: <http://www.wikidata.org/prop/reference/value-normalized/
prov: <http://www.w3.org/ns/prov#
prv: <http://www.wikidata.org/prop/reference/value/
ps: <http://www.wikidata.org/prop/statement/
psn: <http://www.wikidata.org/prop/statement/value-normalized/
psv: <http://www.wikidata.org/prop/statement/value/
qfn: <http://qlever.cs.uni-freiburg.de/function#
ql: <http://qlever.cs.uni-freiburg.de/builtin-functions/
rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#
rdfs: <http://www.w3.org/2000/01/rdf-schema#
ref: <http://www.wikidata.org/reference/
s: <http://www.wikidata.org/entity/statement/
schema: <http://schema.org/
skos: <http://www.w3.org/2004/02/skos/core#
v: <http://www.wikidata.org/value/
wd: <http://www.wikidata.org/entity/
wdno: <http://www.wikidata.org/prop/novalue/
wdt: <http://www.wikidata.org/prop/direct/
wdtn: <http://www.wikidata.org/prop/direct-normalized/
wikibase: <http://wikiba.se/ontology#
xsd: <http://www.w3.org/2001/XMLSchema#
foaf: <http://xmlns.com/foaf/0.1/
dc: <http://purl.org/dc/elements/1.1/
gn: <http://www.geonames.org/ontology#
bd: <http://www.bigdata.com/rdf#
hint: <http://www.bigdata.com/queryHints#
qb: <http://purl.org/linked-data/cube#
void: <http://rdfs.org/ns/void#

You should follow a step-by-step approach to generate the SPARQL query:
1. Determine possible entities and properties implied by the user question.
2. Use the functions to search for entities and properties in the knowledge graphs. Where applicable, constrain the searches with already identified entities and properties.
3. Gradually build up the SPARQL query using the identified entities and properties. Start with simple queries and add more complexity as needed. Use the execute function to get feedback on intermediate queries. You can go back and forth between knowledge graph searches and SPARQL query executions to refine the query.
4. Use the answer or cancel function to finalize your answer and stop the generation process.

Additional rules:
1. Explain your thought process before and after each step and function call.
2. Do not assume or make up any entities or properties without verifying them with the knowledge graphs and functions.
3. The SPARQL query should always return the actual identifiers / IRIs of the items in its result. It additionally may return labels or other human-readable information, but they are optional and should be put within optional clauses unless explicitly requested by the user.
4. Do not stop early if there are still obvious improvements to be made to the SPARQL query. For example, keep refining your SPARQL query if its result contains irrelevant items or is missing items you expected.
5. Do not perform additional computation (e.g. filtering, sorting, calculations) on the result of the SPARQL query to determine the answer. All computation should be done solely within SPARQL.
6. For questions with a "True" or "False" answer the SPARQL query should be an ASK query.
7. Do not use 'SERVICE wikibase:label { bd:serviceParam wikibase:language ...' in SPARQL queries. It is not SPARQL standard and unsupported by the used QLever SPARQL endpoints. Use rdfs:label or similar properties to get labels instead.

[User] What are the formations in the United States of America, along with their labels, and the number of items that have each formation as their main subject? Please order the results by the count in descending order, followed by the item label.

[Assistant]
Let's break down the question:

1. We need to find "formations" in the United States of America.
2. For each formation, we want its label.
3. For each formation, we want the number of items that have it as their main subject.
4. Results should be ordered by the count (descending), then by the item label.

Step 1: Identify what "formations" refers to in Wikidata. It likely refers to geological formations, which is Q35145743 ("geological formation").

Step 2: We need to find formations located in the United States of America (Q30).

Step 3: The "main subject" property in Wikidata is P921.

Step 4: For each formation, count the number of items where it is the main subject.

Step 5: Get the label for each formation.

Let's start by searching for the entity for "geological formation" to confirm its QID.

[Tool]
Top 10 entity alternatives:
1. geological formation, also known as formation, geologic formation, geological formation (wd:Q736917): body of rock identified by lithic characteristics and stratigrap... surface or traceable in the subsurface. Smaller than a subgroup
2. geological formation (wd:L23956-S1)
3. Geological formation near Socola (wd:Q28916514): geological and paleonthological natural monument of Moldova
4. Geological Formations of Iowa (wd:Q61037620)
5. The Geological Formation of Britain (wd:Q87347008): episode of In Our Time
6. Synchronism of geological formations (wd:Q80899883): scientific article published on 01 December 1883
7. Synchronism of geological formations (wd:Q94559417)
8. Synchronism of geological formations (wd:Q94544456): scientific article
9. Synchronism of geological formations (wd:Q80870112): scientific article published on 01 January 1884
10. Ackerman Formation in Alabama: GEOLOGICAL NOTES (wd:Q67215940)

[Assistant]
The main entity for "geological formation" is wd:Q736917. Now, we need to find all formations (instances of wd:Q736917) that are located in the United States of America (wd:Q30).

Next, we need to count, for each such formation, the number of items that have it as their main subject (P921).

Let's check which property is used to indicate the location of a formation, likely "country" (P17) or "located in the administrative territorial entity" (P131). Let's search for properties related to "location" to confirm.

[Tool]
Top 10 property alternatives:
1. work location, also known as work place, working from, working at, worked from, worked at (wd:P937 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): location where persons or organisations were actively participating in employment, business or other work, significant place, location
2. location, also known as neighbourhood, whereabouts, vilage, venue, town (wd:P276 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): location of the object, structure or event. In the case of an ad...ity use P706. Use P7153 for locations associated with the object
3. coordinate location, also known as point on a map, gps coordinates, gps location, latitude, location (wd:P625 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): geocoordinates of the subject. For Earth, please note that only WGS84 coordinating system is supported at the moment
4. occupant, also known as tenant, resident, renter, occupiers, lessee (wd:P466 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): person or organization occupying property, used by
5. recorded at studio or venue, also known as venue, studio, recording venue, recording studio, recorded at event (wd:P483 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): studio or location where a musical composition/release was recorded, recording location
6. home venue, also known as home water, venue, stadium, home ground, home field (wd:P115 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): home stadium or venue of a sports team or applicable performing arts organization, location
7. published in, also known as song on album, tome of the book, tome of, track of, track on (wd:P1433 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): larger work that a given work was published in, like a book, journal or music album, part of
8. located in the present-day administrative territorial entity, also known as present-day administrative territorial entity, located in the current administrative territorial entity, located in the modern-day administrative territorial entity, located in the present-day administrative territorial entity, would today be located in administrative territorial entity (wd:P3842 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): the item was located in the territory of this present-day administrative unit; however the two did not at any point coexist in time, location, part of
9. directions, also known as locality or place (wd:P2795 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): describe how to find the subject - directions, objects along way, comments
10. ranking, also known as peak position, place, placing, position, rank (wd:P1352 as wdt/psv/psn/prn/pqv/ps/p/prv/pr/wdtn/pq/pqn): subject's ordinal position as qualitatively evaluated relative to other members of a group

[Assistant]
The property "location" (wd:P276) is a general property for the location of an object, and "country" (P17) is also commonly used for things located in a country. For geological formations, both might be used, but "country" is more likely for broad location.

Let's check which property is more commonly used for geological formations in the US by listing some triples for formations with "country" (P17) and "location" (P276). I'll start with "country" (P17).

[Tool]
Got 65,536 rows and 3 columns, showing the first 10 rows below:
| subject                                                  | property          | object                 |
| -------------------------------------------------------- | ----------------- | ---------------------- |
| Boston (wd:Q100)                                         | country (wdt:P17) | United States (wd:Q30) |
| September 11 attacks (wd:Q10806)                         | country (wdt:P17) | United States (wd:Q30) |
| Lake Superior (wd:Q1066)                                 | country (wdt:P17) | United States (wd:Q30) |
| Lake Ontario (wd:Q1062)                                  | country (wdt:P17) | United States (wd:Q30) |
| Golden Globe Awards (wd:Q1011547)                        | country (wdt:P17) | United States (wd:Q30) |
| 2024 United States presidential election (wd:Q101110072) | country (wdt:P17) | United States (wd:Q30) |
| Yukon River (wd:Q104437)                                 | country (wdt:P17) | United States (wd:Q30) |
| Los Angeles County (wd:Q104994)                          | country (wdt:P17) | United States (wd:Q30) |
| Marin County (wd:Q108117)                                | country (wdt:P17) | United States (wd:Q30) |
| General Dynamics F-16 Fighting Falcon (wd:Q100026)       | country (wdt:P17) | United States (wd:Q30) |
| ...                                                      | ...               | ...                    |

[Assistant]
The "country" property (P17) is widely used for many types of entities, not just geological formations. To ensure we only get geological formations, we should filter for instances of "geological formation" (wd:Q736917).

Let's check if there are geological formations in the US using both "instance of" (P31) and "country" (P17). I'll list some triples where the subject is an instance of "geological formation" and has country "United States of America".

[Tool]
Got 9,982 rows and 3 columns, showing the first 10 rows below:
| subject                                    | property              | object                            |
| ------------------------------------------ | --------------------- | --------------------------------- |
| Ischigualasto Provincial Park (wd:Q639503) | instance of (wdt:P31) | geological formation (wd:Q736917) |
| Burgess Shale (wd:Q852085)                 | instance of (wdt:P31) | geological formation (wd:Q736917) |
| Hell Creek Formation (wd:Q917642)          | instance of (wdt:P31) | geological formation (wd:Q736917) |
| Morrison Formation (wd:Q1195552)           | instance of (wdt:P31) | geological formation (wd:Q736917) |
| Great Escarpment (wd:Q224934)              | instance of (wdt:P31) | geological formation (wd:Q736917) |
| Solnhofen Limestone (wd:Q388368)           | instance of (wdt:P31) | geological formation (wd:Q736917) |
| Rhynie chert (wd:Q1633601)                 | instance of (wdt:P31) | geological formation (wd:Q736917) |
| Acasta Gneiss (wd:Q338146)                 | instance of (wdt:P31) | geological formation (wd:Q736917) |
| Yixian Formation (wd:Q742949)              | instance of (wdt:P31) | geological formation (wd:Q736917) |
| Durupınar site (wd:Q1267546)               | instance of (wdt:P31) | geological formation (wd:Q736917) |
| ...                                        | ...                   | ...                               |

[Tool]
Got 65,536 rows and 3 columns, showing the first 10 rows below:
| subject                                                  | property          | object                 |
| -------------------------------------------------------- | ----------------- | ---------------------- |
| Boston (wd:Q100)                                         | country (wdt:P17) | United States (wd:Q30) |
| September 11 attacks (wd:Q10806)                         | country (wdt:P17) | United States (wd:Q30) |
| Lake Superior (wd:Q1066)                                 | country (wdt:P17) | United States (wd:Q30) |
| Lake Ontario (wd:Q1062)                                  | country (wdt:P17) | United States (wd:Q30) |
| Golden Globe Awards (wd:Q1011547)                        | country (wdt:P17) | United States (wd:Q30) |
| 2024 United States presidential election (wd:Q101110072) | country (wdt:P17) | United States (wd:Q30) |
| Yukon River (wd:Q104437)                                 | country (wdt:P17) | United States (wd:Q30) |
| Los Angeles County (wd:Q104994)                          | country (wdt:P17) | United States (wd:Q30) |
| Marin County (wd:Q108117)                                | country (wdt:P17) | United States (wd:Q30) |
| General Dynamics F-16 Fighting Falcon (wd:Q100026)       | country (wdt:P17) | United States (wd:Q30) |
| ...                                                      | ...               | ...                    |

[Tool]
Got 10 rows and 1 column:
| formation                              |
| -------------------------------------- |
| Ignacio Quartzite (wd:Q100366128)      |
| Elbert Formation (wd:Q100366213)       |
| Picuris Formation (wd:Q100768092)      |
| Masonic Park Tuff (wd:Q101072089)      |
| Ra Jadero Tuff (wd:Q101072106)         |
| Treasure Mountain Tuff (wd:Q101072210) |
| Nashua Formation (wd:Q102146393)       |
| Kellogg Shale (wd:Q102357311)          |
| Rotunda Room (wd:Q104531912)           |
| Mazatzal Quartzite (wd:Q104772138)     |

[Assistant]
We have confirmed that geological formations in the United States can be found by filtering for instances of "geological formation" (wd:Q736917) with "country" (P17) as "United States of America" (wd:Q30).

Now, for each such formation, we need:
- Its label.
- The number of items that have it as their main subject (P921).

We will:
1. Select all ?formation where ?formation wdt:P31 wd:Q736917 and wdt:P17 wd:Q30.
2. For each ?formation, count the number of items ?item where ?item wdt:P921 ?formation.
3. Get the label for each formation.
4. Order by the count descending, then by the label.

Let's construct the SPARQL query accordingly.

[Tool]
Got 100 rows and 3 columns, showing the first 5 and last 5 rows below:
| formation                          | mainSubjectCount | label                      |
| ---------------------------------- | ---------------- | -------------------------- |
| Green River Formation (wd:Q741367) | 193 (xsd:int)    | Green River Formation (en) |
| Marcellus Formation (wd:Q1554536)  | 116 (xsd:int)    | Marcellus Formation (en)   |
| Phosphoria Formation (wd:Q7187546) | 82 (xsd:int)     | Phosphoria Formation (en)  |
| Navajo Sandstone (wd:Q3118347)     | 57 (xsd:int)     | Navajo Sandstone (en)      |
| Pierre Shale (wd:Q7192447)         | 54 (xsd:int)     | Pierre Shale (en)          |
| ...                                | ...              | ...                        |
| Monterey Shale (wd:Q62604402)      | 5 (xsd:int)      | Monterey Shale (en)        |
| Nanaimo Group (wd:Q17512613)       | 5 (xsd:int)      | Nanaimo Group (en)         |
| Peedee Formation (wd:Q18158274)    | 5 (xsd:int)      | Peedee Formation (en)      |
| St. Peter Sandstone (wd:Q7591457)  | 5 (xsd:int)      | St. Peter Sandstone (en)   |
| Utica Shale (wd:Q3481288)          | 5 (xsd:int)      | Utica Shale (en)           |

[Tool] Stopped generation process