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-rw-r--r--.github/workflows/scala.yml6
-rw-r--r--src/main/scala/uk/ac/ox/cs/rsacomb/Main.scala1
-rw-r--r--src/main/scala/uk/ac/ox/cs/rsacomb/RSAOntology.scala35
-rw-r--r--src/main/scala/uk/ac/ox/cs/rsacomb/converter/RDFoxConverter.scala2
-rw-r--r--src/main/scala/uk/ac/ox/cs/rsacomb/util/DataFactory.scala2
-rw-r--r--src/main/scala/uk/ac/ox/cs/rsacomb/util/Logger.scala2
-rw-r--r--src/main/scala/uk/ac/ox/cs/rsacomb/util/RDFoxUtil.scala19
-rw-r--r--src/main/scala/uk/ac/ox/cs/rsacomb/util/RSA.scala7
-rw-r--r--src/test/scala/uk/ac/ox/cs/rsacomb/functional/Functional.scala41
-rw-r--r--tests/dbpedia/queries.sparql94
-rw-r--r--tests/dbpedia/results.json5882
-rwxr-xr-xtests/dbpedia/setup.sh7
12 files changed, 6086 insertions, 12 deletions
diff --git a/.github/workflows/scala.yml b/.github/workflows/scala.yml
index 3b18bf9..24bb8d6 100644
--- a/.github/workflows/scala.yml
+++ b/.github/workflows/scala.yml
@@ -37,5 +37,11 @@ jobs:
37 - name: Build RSAComb 37 - name: Build RSAComb
38 run: sbt compile 38 run: sbt compile
39 39
40 - name: Download benchmarks
41 run: |
42 pushd tests/dbpedia/
43 ./setup.sh
44 popd
45
40 - name: Run tests 46 - name: Run tests
41 run: sbt "testOnly * -- -l org.scalatest.tags.Slow" 47 run: sbt "testOnly * -- -l org.scalatest.tags.Slow"
diff --git a/src/main/scala/uk/ac/ox/cs/rsacomb/Main.scala b/src/main/scala/uk/ac/ox/cs/rsacomb/Main.scala
index fe7a6db..1aa748a 100644
--- a/src/main/scala/uk/ac/ox/cs/rsacomb/Main.scala
+++ b/src/main/scala/uk/ac/ox/cs/rsacomb/Main.scala
@@ -59,6 +59,7 @@ object RSAComb extends App {
59 ) 59 )
60 60
61 val answers = rsa ask queries 61 val answers = rsa ask queries
62 Logger print s"Number of answers: ${answers.length}"
62 63
63 /* Write answers to output file */ 64 /* Write answers to output file */
64 os.write( 65 os.write(
diff --git a/src/main/scala/uk/ac/ox/cs/rsacomb/RSAOntology.scala b/src/main/scala/uk/ac/ox/cs/rsacomb/RSAOntology.scala
index 2b165c4..a0d567e 100644
--- a/src/main/scala/uk/ac/ox/cs/rsacomb/RSAOntology.scala
+++ b/src/main/scala/uk/ac/ox/cs/rsacomb/RSAOntology.scala
@@ -214,7 +214,7 @@ class RSAOntology(
214 /** Retrieve individuals/literals in the ontology */ 214 /** Retrieve individuals/literals in the ontology */
215 private val individuals: List[IRI] = 215 private val individuals: List[IRI] =
216 ontology 216 ontology
217 .getIndividualsInSignature() 217 .getIndividualsInSignature(Imports.INCLUDED)
218 .asScala 218 .asScala
219 .map(_.getIRI) 219 .map(_.getIRI)
220 .map(implicits.RDFox.owlapiToRdfoxIri) 220 .map(implicits.RDFox.owlapiToRdfoxIri)
@@ -588,23 +588,44 @@ class RSAOntology(
588 RDFoxUtil.addData(data, RSAOntology.CanonGraph, datafiles: _*) 588 RDFoxUtil.addData(data, RSAOntology.CanonGraph, datafiles: _*)
589 589
590 /* Top/equality axiomatization */ 590 /* Top/equality axiomatization */
591 RDFoxUtil.updateData(data,
592 s"""
593 INSERT {
594 GRAPH ${RSAOntology.CanonGraph} { ?X a ${IRI.THING} }
595 } WHERE {
596 GRAPH ${RSAOntology.CanonGraph} { ?X ?Y ?Z }
597 }
598 """
599 )
600 RDFoxUtil.updateData(data,
601 s"""
602 INSERT {
603 GRAPH ${RSAOntology.CanonGraph} { ?Z a ${RSA.NAMED} }
604 } WHERE {
605 GRAPH ${RSAOntology.CanonGraph} { ?X ?Y ?Z }.
606 FILTER( ?Y != a )
607 }
608 """
609 )
591 RDFoxUtil.addRules(data, topAxioms ++ equalityAxioms) 610 RDFoxUtil.addRules(data, topAxioms ++ equalityAxioms)
592 Logger.write(topAxioms.mkString("\n"), "axiomatisation.dlog") 611 Logger.write(topAxioms.mkString("\n"), "axiomatisation.dlog")
593 Logger.write(equalityAxioms.mkString("\n"), "axiomatisation.dlog") 612 Logger.write(equalityAxioms.mkString("\n"), "axiomatisation.dlog")
594 613
595 /* Introduce `rsacomb:Named` concept */ 614 /* Introduce `rsacomb:Named` concept */
596 data.evaluateUpdate( 615 /* From data */
597 null, // the base IRI for the query (if null, a default is used) 616 RDFoxUtil.updateData(data,
598 RSA.Prefixes,
599 s""" 617 s"""
600 INSERT { 618 INSERT {
601 GRAPH ${RSAOntology.CanonGraph} { ?X a ${RSA.NAMED} } 619 GRAPH ${RSAOntology.CanonGraph} { ?X a ${RSA.NAMED} }
602 } WHERE { 620 } WHERE {
603 GRAPH ${RSAOntology.CanonGraph} { ?X a ${IRI.THING} } 621 GRAPH ${RSAOntology.CanonGraph} { ?X a ${IRI.THING} }
604 } 622 }
605 """, 623 """
606 new java.util.HashMap[String, String]
607 ) 624 )
625 /* From ontology */
626 val named = individuals.map(RSA.Named(RSAOntology.CanonGraph)(_))
627 RDFoxUtil.addFacts(data, RSAOntology.CanonGraph, named)
628 Logger.write(named.mkString("", ".\n", ".\n"), "canonical_model.dlog")
608 629
609 /* Add canonical model */ 630 /* Add canonical model */
610 Logger print s"Canonical model facts: ${this.canonicalModel.facts.length}" 631 Logger print s"Canonical model facts: ${this.canonicalModel.facts.length}"
@@ -630,7 +651,7 @@ class RSAOntology(
630 RDFoxUtil.addRules(data, filter.rules) 651 RDFoxUtil.addRules(data, filter.rules)
631 652
632 // TODO: We remove the rules, should we drop the tuple table as well? 653 // TODO: We remove the rules, should we drop the tuple table as well?
633 data.clearRulesAxiomsExplicateFacts() 654 //data.clearRulesAxiomsExplicateFacts()
634 655
635 /* Gather answers to the query */ 656 /* Gather answers to the query */
636 val answers = RDFoxUtil 657 val answers = RDFoxUtil
diff --git a/src/main/scala/uk/ac/ox/cs/rsacomb/converter/RDFoxConverter.scala b/src/main/scala/uk/ac/ox/cs/rsacomb/converter/RDFoxConverter.scala
index 505937b..d9f000d 100644
--- a/src/main/scala/uk/ac/ox/cs/rsacomb/converter/RDFoxConverter.scala
+++ b/src/main/scala/uk/ac/ox/cs/rsacomb/converter/RDFoxConverter.scala
@@ -350,7 +350,7 @@ trait RDFoxConverter {
350 (List(atom), List()) 350 (List(atom), List())
351 } 351 }
352 352
353 /** Existential class expression (for data properties). 353 /** Existential class expression (for object properties).
354 * 354 *
355 * Parameter `skolem` is used to determine the skolemization 355 * Parameter `skolem` is used to determine the skolemization
356 * technique (if any) to use for the translation. 356 * technique (if any) to use for the translation.
diff --git a/src/main/scala/uk/ac/ox/cs/rsacomb/util/DataFactory.scala b/src/main/scala/uk/ac/ox/cs/rsacomb/util/DataFactory.scala
index 848c6b5..863122e 100644
--- a/src/main/scala/uk/ac/ox/cs/rsacomb/util/DataFactory.scala
+++ b/src/main/scala/uk/ac/ox/cs/rsacomb/util/DataFactory.scala
@@ -25,5 +25,5 @@ class DataFactory(private var counter: Integer) {
25 Variable.create(f"I${this.getNext()}%05d") 25 Variable.create(f"I${this.getNext()}%05d")
26 26
27 def getOWLClass(): OWLClass = 27 def getOWLClass(): OWLClass =
28 DataFactory.factory.getOWLClass(s"X${this.getNext()}") 28 DataFactory.factory.getOWLClass(RSA(s"tmp${this.getNext()}").getIRI)
29} 29}
diff --git a/src/main/scala/uk/ac/ox/cs/rsacomb/util/Logger.scala b/src/main/scala/uk/ac/ox/cs/rsacomb/util/Logger.scala
index 0fcde53..f3b0232 100644
--- a/src/main/scala/uk/ac/ox/cs/rsacomb/util/Logger.scala
+++ b/src/main/scala/uk/ac/ox/cs/rsacomb/util/Logger.scala
@@ -112,6 +112,8 @@ echo "\n[Import data]"
112 .map(d => s"""import > rsacomb:CanonicalModel \"$d\"""") 112 .map(d => s"""import > rsacomb:CanonicalModel \"$d\"""")
113 .mkString("\n") 113 .mkString("\n")
114 ++ s""" 114 ++ s"""
115insert { graph rsacomb:CanonicalModel { ?x a owl:Thing } } where { graph rsacomb:CanonicalModel { ?x ?y ?z } }
116insert { graph rsacomb:CanonicalModel { ?z a owl:Thing } } where { graph rsacomb:CanonicalModel { ?x ?y ?z } . filter( ?y != a ) }
115import "axiomatisation.dlog" 117import "axiomatisation.dlog"
116insert { graph rsacomb:CanonicalModel { ?x a rsacomb:Named } } where { graph rsacomb:CanonicalModel { ?x a owl:Thing } } 118insert { graph rsacomb:CanonicalModel { ?x a rsacomb:Named } } where { graph rsacomb:CanonicalModel { ?x a owl:Thing } }
117 119
diff --git a/src/main/scala/uk/ac/ox/cs/rsacomb/util/RDFoxUtil.scala b/src/main/scala/uk/ac/ox/cs/rsacomb/util/RDFoxUtil.scala
index e3e7dd4..d4e55d8 100644
--- a/src/main/scala/uk/ac/ox/cs/rsacomb/util/RDFoxUtil.scala
+++ b/src/main/scala/uk/ac/ox/cs/rsacomb/util/RDFoxUtil.scala
@@ -183,7 +183,7 @@ object RDFoxUtil {
183 /** Imports a sequence of files directly into a datastore. 183 /** Imports a sequence of files directly into a datastore.
184 * 184 *
185 * @param data datastore connection. 185 * @param data datastore connection.
186 * @param graph named graph where the data should be uploaded 186 * @param graph named graph where the data should be uploaded.
187 * @param files sequence of files to upload. 187 * @param files sequence of files to upload.
188 */ 188 */
189 def addData(data: DataStoreConnection, graph: IRI, files: os.Path*): Unit = 189 def addData(data: DataStoreConnection, graph: IRI, files: os.Path*): Unit =
@@ -200,6 +200,23 @@ object RDFoxUtil {
200 Logger.DEBUG 200 Logger.DEBUG
201 ) 201 )
202 202
203 /** Execute an update SPARQL query on a datastore.
204 *
205 * @param data datastore connection.
206 * @param query update SPARQL query.
207 */
208 def updateData(data: DataStoreConnection, query: String): Unit =
209 Logger.timed(
210 data.evaluateUpdate(
211 null, // the base IRI for the query (if null, a default is used)
212 RSA.Prefixes,
213 query,
214 new java.util.HashMap[String, String]
215 ),
216 "Updating data",
217 Logger.DEBUG
218 )
219
203 /** Force materialization in RDFox. */ 220 /** Force materialization in RDFox. */
204 def materialize(data: DataStoreConnection): Unit = 221 def materialize(data: DataStoreConnection): Unit =
205 Logger.timed(data.updateMaterialization(), "Materialization", Logger.DEBUG) 222 Logger.timed(data.updateMaterialization(), "Materialization", Logger.DEBUG)
diff --git a/src/main/scala/uk/ac/ox/cs/rsacomb/util/RSA.scala b/src/main/scala/uk/ac/ox/cs/rsacomb/util/RSA.scala
index 5abb83c..6ea4dc6 100644
--- a/src/main/scala/uk/ac/ox/cs/rsacomb/util/RSA.scala
+++ b/src/main/scala/uk/ac/ox/cs/rsacomb/util/RSA.scala
@@ -47,9 +47,12 @@ object RSA {
47 47
48 /** Set of default prefixes to be included in all datastore operations */ 48 /** Set of default prefixes to be included in all datastore operations */
49 val Prefixes: Prefixes = new Prefixes() 49 val Prefixes: Prefixes = new Prefixes()
50 Prefixes.declarePrefix("rsacomb:", "http://www.cs.ox.ac.uk/isg/RSAComb#") 50 Prefixes.declarePrefix("xml:", "http://www.w3.org/XML/1998/namespace")
51 Prefixes.declarePrefix("rdfox:", "http://oxfordsemantic.tech/RDFox#") 51 Prefixes.declarePrefix("rdf:", "http://www.w3.org/1999/02/22-rdf-syntax-ns#")
52 Prefixes.declarePrefix("rdfs:", "http://www.w3.org/2000/01/rdf-schema#")
52 Prefixes.declarePrefix("owl:", "http://www.w3.org/2002/07/owl#") 53 Prefixes.declarePrefix("owl:", "http://www.w3.org/2002/07/owl#")
54 Prefixes.declarePrefix("rdfox:", "http://oxfordsemantic.tech/RDFox#")
55 Prefixes.declarePrefix("rsacomb:", "http://www.cs.ox.ac.uk/isg/RSAComb#")
53 56
54 /** Creates a `rsacomb:<name>` IRI */ 57 /** Creates a `rsacomb:<name>` IRI */
55 def apply(name: Any): IRI = 58 def apply(name: Any): IRI =
diff --git a/src/test/scala/uk/ac/ox/cs/rsacomb/functional/Functional.scala b/src/test/scala/uk/ac/ox/cs/rsacomb/functional/Functional.scala
index 5872de1..08ff283 100644
--- a/src/test/scala/uk/ac/ox/cs/rsacomb/functional/Functional.scala
+++ b/src/test/scala/uk/ac/ox/cs/rsacomb/functional/Functional.scala
@@ -62,3 +62,44 @@ class LUBM extends AnyFunSpec with Matchers {
62 62
63 } 63 }
64} 64}
65
66class DBpedia extends AnyFunSpec with Matchers {
67
68 Logger.level = Logger.QUIET
69
70 private val test = os.pwd / "tests" / "dbpedia"
71
72 /* Approximation algorithms */
73 //private val toLowerbound = new Lowerbound
74 private val toUpperbound = new Upperbound
75
76 /* Normalization algorithms */
77 private val normalizer = new Normalizer
78
79 /* Ontology */
80 private val ontology = Ontology(
81 test / "dbpedia+travel.owl",
82 List(test / "dbpedia+travel.ttl")
83 ) normalize normalizer
84 private val rsa = ontology approximate toUpperbound
85
86 /* Queries and results */
87 private val results = ujson.read(os.read(test / "results.json")).arr
88
89 describe("Full DBpedia + Travel data:") {
90
91 val queries = RDFoxUtil.loadQueriesFromFile(test / "queries.sparql")
92 queries foreach { query =>
93 it(s"Tested Query${query.id}") {
94 val answers = rsa.ask(query).answers.map(_._2.mkString("\t"))
95 val reference = results
96 .find(_("queryID").num == query.id)
97 .get("answers")
98 .arr
99 .map(_.str)
100 answers should contain theSameElementsAs reference
101 }
102 }
103 }
104}
105
diff --git a/tests/dbpedia/queries.sparql b/tests/dbpedia/queries.sparql
new file mode 100644
index 0000000..53da60c
--- /dev/null
+++ b/tests/dbpedia/queries.sparql
@@ -0,0 +1,94 @@
1^[Query289]
2PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
3SELECT ?X
4WHERE {
5?X rdf:type <http://dbpedia.org/ontology/Colour>
6}
7
8^[Query352]
9PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
10SELECT ?X
11WHERE {
12?X rdf:type <http://dbpedia.org/ontology/Sport>
13}
14
15^[Query353]
16PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
17SELECT ?X
18WHERE {
19?X rdf:type <http://dbpedia.org/ontology/Currency>
20}
21
22^[Query404]
23PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
24SELECT ?X
25WHERE {
26?X rdf:type <http://www.owl-ontologies.com/travel.owl#RetireeDestination>
27}
28
29^[Query439]
30PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
31SELECT ?X
32WHERE {
33?X rdf:type <http://dbpedia.org/ontology/GovernmentType>
34}
35
36^[Query460]
37SELECT ?X ?Y
38WHERE {
39?X <http://dbpedia.org/ontology/biome> ?Y .
40}
41
42^[Query537]
43SELECT ?X ?Y
44WHERE {
45?X <http://dbpedia.org/ontology/currency> ?Y .
46}
47
48^[Query552]
49SELECT ?X ?Y
50WHERE {
51?X <http://dbpedia.org/ontology/viceChancellor> ?Y .
52}
53
54^[Query558]
55SELECT ?X ?Y
56WHERE {
57?X <http://dbpedia.org/ontology/governorGeneral> ?Y .
58}
59
60^[Query575]
61SELECT ?X ?Y
62WHERE {
63?X <http://dbpedia.org/ontology/highestPosition> ?Y .
64}
65
66^[Query599]
67SELECT ?X ?Y
68WHERE {
69?X <http://dbpedia.org/ontology/memberOfParliament> ?Y .
70}
71
72^[Query607]
73SELECT ?X ?Y
74WHERE {
75?X <http://dbpedia.org/ontology/pastMember> ?Y .
76}
77
78^[Query620]
79SELECT ?X ?Y
80WHERE {
81?X <http://dbpedia.org/ontology/languageRegulator> ?Y .
82}
83
84^[Query629]
85SELECT ?X ?Y
86WHERE {
87?X <http://dbpedia.org/ontology/chairLabel> ?Y .
88}
89
90^[Query639]
91SELECT ?X ?Y
92WHERE {
93?X <http://dbpedia.org/ontology/managementPosition> ?Y .
94}
diff --git a/tests/dbpedia/results.json b/tests/dbpedia/results.json
new file mode 100644
index 0000000..afd325e
--- /dev/null
+++ b/tests/dbpedia/results.json
@@ -0,0 +1,5882 @@
1[
2 {
3 "queryID": 289,
4 "queryText": "PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> SELECT distinct ?X WHERE { ?X rdf:type <http://dbpedia.org/ontology/Colour> }",
5 "answerVariables": [
6 "X"
7 ],
8 "answers": [
9 "<http://dbpedia.org/resource/Clan_Colquhoun>",
10 "<http://dbpedia.org/resource/Sapphire_(color)__Blue_Sapphire__1>",
11 "<http://dbpedia.org/resource/Shades_of_white__Cream__1>",
12 "<http://dbpedia.org/resource/Shades_of_purple__Medium_Purple__1>",
13 "<http://dbpedia.org/resource/Shades_of_orange__Princeton_Orange__1>",
14 "<http://dbpedia.org/resource/Shades_of_yellow__RGB_X11_yellow_color_wheel_yellow_electric__1>",
15 "<http://dbpedia.org/resource/Crimson__Red_Devil__1>",
16 "<http://dbpedia.org/resource/Shades_of_yellow__black__8>",
17 "<http://dbpedia.org/resource/Shades_of_green__Office_Green__1>",
18 "<http://dbpedia.org/resource/Gold_(color)>",
19 "<http://dbpedia.org/resource/Chartreuse_(color)__Olive__1>",
20 "<http://dbpedia.org/resource/Taupe__Pale_Taupe__1>",
21 "<http://dbpedia.org/resource/Presidential_Unit_Citation_(United_States)>",
22 "<http://dbpedia.org/resource/Shades_of_black__white__8>",
23 "<http://dbpedia.org/resource/Variations_of_pink__black__4>",
24 "<http://dbpedia.org/resource/Shades_of_white__Seashell__1>",
25 "<http://dbpedia.org/resource/Tartan>",
26 "<http://dbpedia.org/resource/Shades_of_green__Pine_green__1>",
27 "<http://dbpedia.org/resource/Shades_of_white__White__1>",
28 "<http://dbpedia.org/resource/Orange>",
29 "<http://dbpedia.org/resource/Sky_blue__black__1>",
30 "<http://dbpedia.org/resource/Vanilla_(color)__Vanilla_Xona.com__1>",
31 "<http://dbpedia.org/resource/Shades_of_orange__Tomato__1>",
32 "<http://dbpedia.org/resource/Coffee_(color)__white__2>",
33 "<http://dbpedia.org/resource/Spring_green__Magic_Mint__1>",
34 "<http://dbpedia.org/resource/Lemon_(color)>",
35 "<http://dbpedia.org/resource/Desert_sand_(color)__Field_Drab__1>",
36 "<http://dbpedia.org/resource/Spring_green__Honeydew__1>",
37 "<http://dbpedia.org/resource/Indian_red_(color)__white__2>",
38 "<http://dbpedia.org/resource/Gold_(color)__black__1>",
39 "<http://dbpedia.org/resource/Variations_of_cyan__Midnight_Green__1>",
40 "<http://dbpedia.org/resource/Indigo__Midnight_Blue__1>",
41 "<http://dbpedia.org/resource/Shades_of_purple__white__4>",
42 "<http://dbpedia.org/resource/Chesnut_(horse)>",
43 "<http://dbpedia.org/resource/Brown__Peru__1>",
44 "<http://dbpedia.org/resource/Blue-gray__Air_Force_Blue__1>",
45 "<http://dbpedia.org/resource/Shades_of_violet__JTC__1>",
46 "<http://dbpedia.org/resource/Straw_(colour)>",
47 "<http://dbpedia.org/resource/Shades_of_green__white__8>",
48 "<http://dbpedia.org/resource/Gold_(color)__Metallic_Gold__1>",
49 "<http://dbpedia.org/resource/Shades_of_red__Barn_Red__1>",
50 "<http://dbpedia.org/resource/Shades_of_purple__white__2>",
51 "<http://dbpedia.org/resource/Midnight_blue__Crayola__1>",
52 "<http://dbpedia.org/resource/National_colours_of_Australia>",
53 "<http://dbpedia.org/resource/Chestnut_(coat)>",
54 "<http://dbpedia.org/resource/Shades_of_yellow__Goldenrod__1>",
55 "<http://dbpedia.org/resource/Variations_of_gray__Ash_gray__1>",
56 "<http://dbpedia.org/resource/Sky_Blue_(color)>",
57 "<http://dbpedia.org/resource/Ruby_(color)__Ruby_Red__1>",
58 "<http://dbpedia.org/resource/Red-violet__white__8>",
59 "<http://dbpedia.org/resource/Variations_of_cyan__Teal__1>",
60 "<http://dbpedia.org/resource/Liver_(color)__Dark_Liver_Horses__1>",
61 "<http://dbpedia.org/resource/Shades_of_blue>",
62 "<http://dbpedia.org/resource/Lavender_(color)__Old_lavender__1>",
63 "<http://dbpedia.org/resource/Raspberry_(color)__white__1>",
64 "<http://dbpedia.org/resource/Shades_of_orange__Burnt_Orange__1>",
65 "<http://dbpedia.org/resource/Shades_of_orange__Dark_Orange__1>",
66 "<http://dbpedia.org/resource/Shades_of_green__Pakistan_Green__1>",
67 "<http://dbpedia.org/resource/Tiffany_Blue>",
68 "<http://dbpedia.org/resource/Magenta__black__1>",
69 "<http://dbpedia.org/resource/United_Kingdom>",
70 "<http://dbpedia.org/resource/Mauve__white__1>",
71 "<http://dbpedia.org/resource/True_Blue_(color)>",
72 "<http://dbpedia.org/resource/Pakistan_Green>",
73 "<http://dbpedia.org/resource/Wikt:bottle_green>",
74 "<http://dbpedia.org/resource/Red-violet__Flirt__1>",
75 "<http://dbpedia.org/resource/Champagne_(color)__black__1>",
76 "<http://dbpedia.org/resource/Cyan__subtractive_primary__1>",
77 "<http://dbpedia.org/resource/Lemon_(color)__black__2>",
78 "<http://dbpedia.org/resource/Bornite>",
79 "<http://dbpedia.org/resource/Rose_(color)__black__12>",
80 "<http://dbpedia.org/resource/Shades_of_purple__white__10>",
81 "<http://dbpedia.org/resource/Carnelian_(color)>",
82 "<http://dbpedia.org/resource/Navy_blue__Persian_Indigo__1>",
83 "<http://dbpedia.org/resource/Blanco>",
84 "<http://dbpedia.org/resource/Magnolia_(color)>",
85 "<http://dbpedia.org/resource/Spring_green__Medium_Spring_Green__1>",
86 "<http://dbpedia.org/resource/Shades_of_purple__Byzantium__1>",
87 "<http://dbpedia.org/resource/Silver_(color)>",
88 "<http://dbpedia.org/resource/Byzantium_(color)__white__3>",
89 "<http://dbpedia.org/resource/White_people>",
90 "<http://dbpedia.org/resource/Navy_blue__Space_Cadet__1>",
91 "<http://dbpedia.org/resource/Blue-gray__Cadet_Grey__1>",
92 "<http://dbpedia.org/resource/Lime_(color)__black__1>",
93 "<http://dbpedia.org/resource/Mikado_yellow>",
94 "<http://dbpedia.org/resource/MultiCam>",
95 "<http://dbpedia.org/resource/Shades_of_green__Paris_Green__1>",
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2557 "<http://dbpedia.org/resource/Lausanne>\t<http://dbpedia.org/resource/Lake_Geneva>",
2558 "<http://dbpedia.org/resource/Roaring_Plains_West_Wilderness>\t<http://dbpedia.org/resource/Onego,_West_Virginia>",
2559 "<http://dbpedia.org/resource/Rapperswil-Jona>\t<http://dbpedia.org/resource/Busskirch>",
2560 "<http://dbpedia.org/resource/West_Doubtful_Canyon>\t<http://dbpedia.org/resource/San_Simon_Valley>",
2561 "<http://dbpedia.org/resource/Candelária_(Madalena)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2562 "<http://dbpedia.org/resource/Lomba_(Lajes_das_Flores)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2563 "<http://dbpedia.org/resource/Candelária_(Ponta_Delgada)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2564 "<http://dbpedia.org/resource/Mohave_Valley>\t<http://dbpedia.org/resource/Topock,_Arizona>",
2565 "<http://dbpedia.org/resource/Bevaix>\t<http://dbpedia.org/resource/Lake_Neuchâtel>",
2566 "<http://dbpedia.org/resource/Gader_Valley>\t<http://dbpedia.org/resource/Blatnica_Valley>",
2567 "<http://dbpedia.org/resource/Norte_Pequeno>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2568 "<http://dbpedia.org/resource/Goose_Lake_Valley>\t<http://dbpedia.org/resource/Goose_Lake_(Oregon-California)>",
2569 "<http://dbpedia.org/resource/Lajes_das_Flores_(Azores)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2570 "<http://dbpedia.org/resource/Santo_Amaro_(São_Roque_do_Pico)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2571 "<http://dbpedia.org/resource/Ajuda_(Lisbon)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2572 "<http://dbpedia.org/resource/Sonoran_Desert>\t<http://dbpedia.org/resource/Salton_Sea>",
2573 "<http://dbpedia.org/resource/Mojave_Desert>\t<http://dbpedia.org/resource/Death_Valley>",
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2575 "<http://dbpedia.org/resource/Ginetes>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2576 "<http://dbpedia.org/resource/Lisbon>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2577 "<http://dbpedia.org/resource/Santa_Cruz_(Lagoa)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2578 "<http://dbpedia.org/resource/Antelope_Island_State_Park>\t<http://dbpedia.org/resource/Great_Salt_Lake>",
2579 "<http://dbpedia.org/resource/Sind_Valley>\t<http://dbpedia.org/resource/Wayil,_Jammu_and_Kashmir>",
2580 "<http://dbpedia.org/resource/Monongahela_National_Forest>\t<http://dbpedia.org/resource/Petersburg,_West_Virginia>",
2581 "<http://dbpedia.org/resource/Santa_Luzia_(São_Roque_do_Pico)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2582 "<http://dbpedia.org/resource/Bütschwil-Ganterschwil>\t<http://dbpedia.org/resource/Thur_(Switzerland)>",
2583 "<http://dbpedia.org/resource/Vilters-Wangs>\t<http://dbpedia.org/resource/Rhine>",
2584 "<http://dbpedia.org/resource/Adirondack_Park>\t<http://dbpedia.org/resource/Lake_Champlain>",
2585 "<http://dbpedia.org/resource/Big_Draft_Wilderness>\t<http://dbpedia.org/resource/Greenbrier_River>",
2586 "<http://dbpedia.org/resource/Criação_Velha>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2587 "<http://dbpedia.org/resource/Fielding_Garr_Ranch>\t<http://dbpedia.org/resource/Great_Salt_Lake>",
2588 "<http://dbpedia.org/resource/Lomba_de_São_Pedro>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2589 "<http://dbpedia.org/resource/Wayne_National_Forest>\t<http://dbpedia.org/resource/Ohio>",
2590 "<http://dbpedia.org/resource/Silves,_Portugal>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2591 "<http://dbpedia.org/resource/Fazenda_(Lajes_das_Flores)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2592 "<http://dbpedia.org/resource/Mellingen>\t<http://dbpedia.org/resource/Reuss_(river)>",
2593 "<http://dbpedia.org/resource/Chinle_Valley>\t<http://dbpedia.org/resource/Chinle_Wash>",
2594 "<http://dbpedia.org/resource/Big_Bend_National_Park>\t<http://dbpedia.org/resource/Rio_Grande>",
2595 "<http://dbpedia.org/resource/Ribeirinha_(Horta)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2596 "<http://dbpedia.org/resource/James_River_Gorge>\t<http://dbpedia.org/resource/James_River>",
2597 "<http://dbpedia.org/resource/Cedros_(Horta)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2598 "<http://dbpedia.org/resource/George_Washington_and_Jefferson_National_Forests>\t<http://dbpedia.org/resource/Virginia>",
2599 "<http://dbpedia.org/resource/Hochdorf,_Lucerne>\t<http://dbpedia.org/resource/Lake_Baldegg>",
2600 "<http://dbpedia.org/resource/Cascais_Municipality>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2601 "<http://dbpedia.org/resource/Maia_(Ribeira_Grande)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2602 "<http://dbpedia.org/resource/Beaver_Valley_(Utah)>\t<http://dbpedia.org/resource/Minersville_Reservoir>",
2603 "<http://dbpedia.org/resource/Ribeira_da_Janela>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2604 "<http://dbpedia.org/resource/Doubtful_Canyon>\t<http://dbpedia.org/resource/Animas_Valley>",
2605 "<http://dbpedia.org/resource/Prainha_(São_Roque_do_Pico)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2606 "<http://dbpedia.org/resource/Aarau>\t<http://dbpedia.org/resource/Aar>",
2607 "<http://dbpedia.org/resource/Three_Ridges_Wilderness>\t<http://dbpedia.org/resource/Tye_River>",
2608 "<http://dbpedia.org/resource/Spruce_Knob-Seneca_Rocks_National_Recreation_Area>\t<http://dbpedia.org/resource/Petersburg,_West_Virginia>",
2609 "<http://dbpedia.org/resource/Piute_Wash>\t<http://dbpedia.org/resource/Needles,_California>",
2610 "<http://dbpedia.org/resource/Bridgeport_Valley>\t<http://dbpedia.org/resource/Bridgeport_Reservoir>",
2611 "<http://dbpedia.org/resource/South_Downs_National_Park>\t<http://dbpedia.org/resource/Sea_level>",
2612 "<http://dbpedia.org/resource/Spice_Run_Wilderness>\t<http://dbpedia.org/resource/Spice_Run,_West_Virginia>",
2613 "<http://dbpedia.org/resource/Beskydy_Protected_Landscape_Area>\t<http://dbpedia.org/resource/Bečva>",
2614 "<http://dbpedia.org/resource/Conceição_(Horta)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2615 "<http://dbpedia.org/resource/Furnas>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2616 "<http://dbpedia.org/resource/Horta_(Azores)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2617 "<http://dbpedia.org/resource/Capelo>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2618 "<http://dbpedia.org/resource/Madalena_do_Mar>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2619 "<http://dbpedia.org/resource/Grand_Valley_(Colorado)>\t<http://dbpedia.org/resource/Colorado_River>",
2620 "<http://dbpedia.org/resource/Milton,_Ulster_County,_New_York>\t<http://dbpedia.org/resource/Hudson_River>",
2621 "<http://dbpedia.org/resource/Antelope_Island_bison_herd>\t<http://dbpedia.org/resource/Great_Salt_Lake>",
2622 "<http://dbpedia.org/resource/Ponta_Delgada,_Santa_Cruz_das_Flores>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2623 "<http://dbpedia.org/resource/Nature_Park_of_Faial>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2624 "<http://dbpedia.org/resource/Cedros_(Santa_Cruz_das_Flores)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2625 "<http://dbpedia.org/resource/Otter_Creek_Wilderness>\t<http://dbpedia.org/resource/Hendricks,_West_Virginia>",
2626 "<http://dbpedia.org/resource/Great_Basin>\t<http://dbpedia.org/resource/Death_Valley>",
2627 "<http://dbpedia.org/resource/Šumava_National_Park>\t<http://dbpedia.org/resource/Otava_(river)>",
2628 "<http://dbpedia.org/resource/Ajuda_da_Bretanha>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2629 "<http://dbpedia.org/resource/Wayne_National_Forest>\t<http://dbpedia.org/resource/Millersport,_Ohio>",
2630 "<http://dbpedia.org/resource/Lagos,_Portugal>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2631 "<http://dbpedia.org/resource/Bern>\t<http://dbpedia.org/resource/Aar>",
2632 "<http://dbpedia.org/resource/Bandeiras_(Madalena)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2633 "<http://dbpedia.org/resource/Gebenstorf>\t<http://dbpedia.org/resource/Limmat>",
2634 "<http://dbpedia.org/resource/Angústias>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2635 "<http://dbpedia.org/resource/Piedade_(Lajes_do_Pico)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2636 "<http://dbpedia.org/resource/Cornwall,_New_York>\t<http://dbpedia.org/resource/Hudson_River>",
2637 "<http://dbpedia.org/resource/Root,_Switzerland>\t<http://dbpedia.org/resource/Reuss_(river)>",
2638 "<http://dbpedia.org/resource/Les_Bois>\t<http://dbpedia.org/resource/Doubs>",
2639 "<http://dbpedia.org/resource/Hünenberg>\t<http://dbpedia.org/resource/Reuss_(river)>",
2640 "<http://dbpedia.org/resource/Wolfenschiessen>\t<http://dbpedia.org/resource/Niederrickenbach_railway_station>",
2641 "<http://dbpedia.org/resource/Laurel_Fork_North_Wilderness>\t<http://dbpedia.org/resource/Glady,_West_Virginia>",
2642 "<http://dbpedia.org/resource/São_João_(Lajes_do_Pico)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2643 "<http://dbpedia.org/resource/Cranberry_Wilderness>\t<http://dbpedia.org/resource/Three_Forks_of_Williams_River,_West_Virginia>",
2644 "<http://dbpedia.org/resource/Hudson_Highlands_State_Park>\t<http://dbpedia.org/resource/Hudson_River>",
2645 "<http://dbpedia.org/resource/Angeja>\t<http://dbpedia.org/resource/Vouga_River>",
2646 "<http://dbpedia.org/resource/Almada_Municipality>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2647 "<http://dbpedia.org/resource/Flamengos>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2648 "<http://dbpedia.org/resource/Hudson,_New_York>\t<http://dbpedia.org/resource/Hudson_River>",
2649 "<http://dbpedia.org/resource/Albany_County,_New_York>\t<http://dbpedia.org/resource/Port_of_Albany–Rensselaer>",
2650 "<http://dbpedia.org/resource/Gränichen>\t<http://dbpedia.org/resource/Wyna_River>",
2651 "<http://dbpedia.org/resource/Praia_(Santa_Cruz_da_Graciosa)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2652 "<http://dbpedia.org/resource/Matriz_(Horta)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2653 "<http://dbpedia.org/resource/Guadalupe_(Santa_Cruz_da_Graciosa)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2654 "<http://dbpedia.org/resource/LaSalle,_Illinois>\t<http://dbpedia.org/resource/Illinois>",
2655 "<http://dbpedia.org/resource/Lajedo_(Lajes_das_Flores)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2656 "<http://dbpedia.org/resource/Höfen,_Thun>\t<http://dbpedia.org/resource/Amsoldingersee>",
2657 "<http://dbpedia.org/resource/Weiach>\t<http://dbpedia.org/resource/Rhine>",
2658 "<http://dbpedia.org/resource/Catskill_Park>\t<http://dbpedia.org/resource/Kingston,_New_York>",
2659 "<http://dbpedia.org/resource/Escalante_Desert>\t<http://dbpedia.org/resource/Lund_Flats>",
2660 "<http://dbpedia.org/resource/Avra_Valley>\t<http://dbpedia.org/resource/Marana,_Arizona>",
2661 "<http://dbpedia.org/resource/Caveira>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2662 "<http://dbpedia.org/resource/Flores_Island_(Azores)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2663 "<http://dbpedia.org/resource/São_Caetano_(Madalena)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2664 "<http://dbpedia.org/resource/Mohave_Valley>\t<http://dbpedia.org/resource/Topock_Gorge>",
2665 "<http://dbpedia.org/resource/Estreito_da_Calheta>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2666 "<http://dbpedia.org/resource/Santa_Maria_Maior_(Funchal)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2667 "<http://dbpedia.org/resource/Upstate_California>\t<http://dbpedia.org/resource/North_Coast_(California)>",
2668 "<http://dbpedia.org/resource/Madalena_(Azores)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2669 "<http://dbpedia.org/resource/Lajes_das_Flores_(parish)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2670 "<http://dbpedia.org/resource/Makhtesh_Ramon>\t<http://dbpedia.org/resource/Ein_Saharonim>",
2671 "<http://dbpedia.org/resource/Topo_(Calheta)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2672 "<http://dbpedia.org/resource/Arcas_(Macedo_de_Cavaleiros)>\t<http://dbpedia.org/resource/Macedo_de_Cavaleiros_Municipality>",
2673 "<http://dbpedia.org/resource/Comporta>\t<http://dbpedia.org/resource/Tróia_Peninsula>",
2674 "<http://dbpedia.org/resource/Denning,_New_York>\t<http://dbpedia.org/resource/Sullivan_County,_New_York>",
2675 "<http://dbpedia.org/resource/Achadinha>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2676 "<http://dbpedia.org/resource/Dolly_Sods_Wilderness>\t<http://dbpedia.org/resource/Laneville,_West_Virginia>",
2677 "<http://dbpedia.org/resource/Óbidos_Municipality>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2678 "<http://dbpedia.org/resource/Urzelina>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2679 "<http://dbpedia.org/resource/Yvonand>\t<http://dbpedia.org/resource/Lake_Neuchâtel>",
2680 "<http://dbpedia.org/resource/Santa_Cruz_das_Flores_(parish)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2681 "<http://dbpedia.org/resource/Norte_Grande_(Azores)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2682 "<http://dbpedia.org/resource/Fajã_Grande>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2683 "<http://dbpedia.org/resource/Santo_Antão_(Calheta)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2684 "<http://dbpedia.org/resource/Walchwil>\t<http://dbpedia.org/resource/Lake_Zug>",
2685 "<http://dbpedia.org/resource/Pálava_Protected_Landscape_Area>\t<http://dbpedia.org/resource/Thaya>",
2686 "<http://dbpedia.org/resource/Santa_Cruz_da_Graciosa_(parish)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2687 "<http://dbpedia.org/resource/Texas_Panhandle>\t<http://dbpedia.org/resource/Childress_County,_Texas>",
2688 "<http://dbpedia.org/resource/Lomba_da_Maia>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2689 "<http://dbpedia.org/resource/Salão>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2690 "<http://dbpedia.org/resource/Antelope_Island>\t<http://dbpedia.org/resource/Great_Salt_Lake>",
2691 "<http://dbpedia.org/resource/São_Vicente_Ferreira>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2692 "<http://dbpedia.org/resource/Tivoli,_New_York>\t<http://dbpedia.org/resource/Hudson_River>",
2693 "<http://dbpedia.org/resource/Ribeira_Seca_(Calheta)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2694 "<http://dbpedia.org/resource/Zurich>\t<http://dbpedia.org/resource/Limmat>",
2695 "<http://dbpedia.org/resource/Madeira__Madeira__1>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2696 "<http://dbpedia.org/resource/Fajãzinha>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2697 "<http://dbpedia.org/resource/Praia_do_Norte>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2698 "<http://dbpedia.org/resource/São_Pedro_de_Nordestinho>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2699 "<http://dbpedia.org/resource/Saanen>\t<http://dbpedia.org/resource/Saane/Sarine>",
2700 "<http://dbpedia.org/resource/Vallorbe>\t<http://dbpedia.org/resource/Orbe_River>",
2701 "<http://dbpedia.org/resource/Thun>\t<http://dbpedia.org/resource/Aar>",
2702 "<http://dbpedia.org/resource/Santo_António_(São_Roque_do_Pico)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2703 "<http://dbpedia.org/resource/Pedro_Miguel>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2704 "<http://dbpedia.org/resource/Gebenstorf>\t<http://dbpedia.org/resource/Aar>",
2705 "<http://dbpedia.org/resource/Feteira_(Horta)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2706 "<http://dbpedia.org/resource/Brugg>\t<http://dbpedia.org/resource/Limmat>",
2707 "<http://dbpedia.org/resource/Basel>\t<http://dbpedia.org/resource/Rhine>",
2708 "<http://dbpedia.org/resource/Elsau>\t<http://dbpedia.org/resource/Rümikon>",
2709 "<http://dbpedia.org/resource/Santa_Maria_de_Belém_(Lisbon)>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2710 "<http://dbpedia.org/resource/Faial_da_Terra>\t<http://dbpedia.org/resource/Atlantic_Ocean>",
2711 "<http://dbpedia.org/resource/Vila_do_Porto_(parish)>\t<http://dbpedia.org/resource/Atlantic_Ocean>"
2712 ]
2713 },
2714 {
2715 "queryID": 460,
2716 "queryText": "SELECT distinct ?X ?Y WHERE { ?X <http://dbpedia.org/ontology/biome> ?Y . }",
2717 "answerVariables": [
2718 "X",
2719 "Y"
2720 ],
2721 "answers": [
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2723 "<http://dbpedia.org/resource/Royalston_Falls>\t<http://dbpedia.org/resource/Waterfall>",
2724 "<http://dbpedia.org/resource/Seitseminen_National_Park>\t<http://dbpedia.org/resource/Taiga>",
2725 "<http://dbpedia.org/resource/Punta_de_Manabique>\t<http://dbpedia.org/resource/Mangrove>",
2726 "<http://dbpedia.org/resource/North_Warren_RSPB_reserve>\t<http://dbpedia.org/resource/Lowland_heath>",
2727 "<http://dbpedia.org/resource/Maya_Biosphere_Reserve>\t<http://dbpedia.org/resource/Tropical_and_subtropical_moist_broadleaf_forests>",
2728 "<http://dbpedia.org/resource/Taconic_Mountains>\t<http://dbpedia.org/resource/Taiga>",
2729 "<http://dbpedia.org/resource/São_Miguel_Island>\t<http://dbpedia.org/resource/Mediterranean_climate>",
2730 "<http://dbpedia.org/resource/Laguna_Lachuá__National_Park__1>\t<http://dbpedia.org/resource/Wetland>",
2731 "<http://dbpedia.org/resource/Havergate_Island>\t<http://dbpedia.org/resource/Lagoon>",
2732 "<http://dbpedia.org/resource/Wells_State_Park_(Massachusetts)>\t<http://dbpedia.org/resource/Oak-hickory_forest>",
2733 "<http://dbpedia.org/resource/Rocky_Woods>\t<http://dbpedia.org/resource/Oak-hickory_forest>",
2734 "<http://dbpedia.org/resource/Buffalo_Lake_National_Wildlife_Refuge>\t<http://dbpedia.org/resource/Temperate_grasslands,_savannas,_and_shrublands>",
2735 "<http://dbpedia.org/resource/Sevier_Desert>\t<http://dbpedia.org/resource/Deserts_and_xeric_shrublands>",
2736 "<http://dbpedia.org/resource/Patagonian_Desert>\t<http://dbpedia.org/resource/Desert>",
2737 "<http://dbpedia.org/resource/Taconic_Mountains>\t<http://dbpedia.org/resource/Pitch_Pine>",
2738 "<http://dbpedia.org/resource/Wells_State_Park_(Massachusetts)>\t<http://dbpedia.org/resource/Northern_hardwood_forest>",
2739 "<http://dbpedia.org/resource/Arabian_Desert>\t<http://dbpedia.org/resource/Desert>",
2740 "<http://dbpedia.org/resource/Royalston_Falls>\t<http://dbpedia.org/resource/Northern_hardwood_forest>",
2741 "<http://dbpedia.org/resource/Recreational_Forest_Reserve_of_Fontinhas>\t<http://dbpedia.org/resource/Mediterranean_climate>",
2742 "<http://dbpedia.org/resource/Hudson_Highlands_State_Park>\t<http://dbpedia.org/resource/Oak-hickory_forest>",
2743 "<http://dbpedia.org/resource/Atacama_Desert>\t<http://dbpedia.org/resource/Desert>",
2744 "<http://dbpedia.org/resource/North_Norfolk_Coast_Site_of_Special_Scientific_Interest>\t<http://dbpedia.org/resource/Reed_bed>",
2745 "<http://dbpedia.org/resource/Nature_reserves_in_the_North_Norfolk_Coast_Site_of_Special_Scientific_Interest>\t<http://dbpedia.org/resource/Salt_marsh>",
2746 "<http://dbpedia.org/resource/Mountain_Meadow_Preserve>\t<http://dbpedia.org/resource/Wetland>",
2747 "<http://dbpedia.org/resource/Tonopah_Basin>\t<http://dbpedia.org/resource/Central_Basin_and_Range_ecoregion>",
2748 "<http://dbpedia.org/resource/Elliott_Laurel>\t<http://dbpedia.org/resource/Kalmia_latifolia>",
2749 "<http://dbpedia.org/resource/Little_Sandy_Desert>\t<http://dbpedia.org/resource/Desert>",
2750 "<http://dbpedia.org/resource/Hudson_Highlands_State_Park>\t<http://dbpedia.org/resource/Brackish_marsh>",
2751 "<http://dbpedia.org/resource/Big_Round_Top>\t<http://dbpedia.org/resource/Northeastern_coastal_forests>",
2752 "<http://dbpedia.org/resource/Ayubia_National_Park>\t<http://dbpedia.org/resource/Temperate_broadleaf_and_mixed_forest>",
2753 "<http://dbpedia.org/resource/Quinebaug_Woods>\t<http://dbpedia.org/resource/Quinebaug_River>",
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5786 "<http://dbpedia.org/resource/Occitan_language>\t<http://dbpedia.org/resource/Conselh_de_la_Lenga_Occitana>",
5787 "<http://dbpedia.org/resource/Thai_language>\t<http://dbpedia.org/resource/Royal_Institute_of_Thailand>",
5788 "<http://dbpedia.org/resource/Judaeo-Spanish>\t<http://dbpedia.org/resource/Autoridad_Nasionala_del_Ladino>",
5789 "<http://dbpedia.org/resource/Cebuano_language>\t<http://dbpedia.org/resource/Visayan_Academy_of_Arts_and_Letters>",
5790 "<http://dbpedia.org/resource/Maldivian_language>\t<http://dbpedia.org/resource/Dhivehi_Academy>",
5791 "<http://dbpedia.org/resource/Enchanta>\t<http://dbpedia.org/resource/GMA_Network>",
5792 "<http://dbpedia.org/resource/Klingon_language>\t<http://dbpedia.org/resource/Klingon_Language_Institute>",
5793 "<http://dbpedia.org/resource/Galician_language>\t<http://dbpedia.org/resource/Royal_Galician_Academy>",
5794 "<http://dbpedia.org/resource/Czech_language>\t<http://dbpedia.org/resource/Institute_of_the_Czech_Language>",
5795 "<http://dbpedia.org/resource/Frisian_languages>\t<http://dbpedia.org/resource/Fryske_Akademy>",
5796 "<http://dbpedia.org/resource/Talossan_language>\t<http://dbpedia.org/resource/Comità_per_l'Útzil_del_Glheþ>",
5797 "<http://dbpedia.org/resource/K’iche’_language>\t<http://dbpedia.org/resource/Academia_de_Lenguas_Mayas_de_Guatemala>",
5798 "<http://dbpedia.org/resource/Scots_language>\t<http://dbpedia.org/resource/Scotland>",
5799 "<http://dbpedia.org/resource/Urdu>\t<http://dbpedia.org/resource/National_Language_Authority>",
5800 "<http://dbpedia.org/resource/Scots_language>\t<http://dbpedia.org/resource/Ulster-Scots_Agency>",
5801 "<http://dbpedia.org/resource/Ulster_Scots_dialects>\t<http://dbpedia.org/resource/Ulster-Scots_Agency>",
5802 "<http://dbpedia.org/resource/Cora_language>\t<http://dbpedia.org/resource/Secretariat_of_Public_Education_(Mexico)>",
5803 "<http://dbpedia.org/resource/Min_Nan>\t<http://dbpedia.org/resource/Non-governmental_organization>",
5804 "<http://dbpedia.org/resource/Inuvialuk_language>\t<http://dbpedia.org/resource/Inuit_Tapiriit_Kanatami>",
5805 "<http://dbpedia.org/resource/Elfdalian_dialect>\t<http://dbpedia.org/resource/Swedish_Language_Council>",
5806 "<http://dbpedia.org/resource/Central_Bikol_language>\t<http://dbpedia.org/resource/Commission_on_the_Filipino_Language>",
5807 "<http://dbpedia.org/resource/Italian_language>\t<http://dbpedia.org/resource/Accademia_della_Crusca>",
5808 "<http://dbpedia.org/resource/Serbo-Croatian>\t<http://dbpedia.org/resource/Institute_of_Croatian_Language_and_Linguistics>",
5809 "<http://dbpedia.org/resource/Malay_language>\t<http://dbpedia.org/resource/Dewan_Bahasa_dan_Pustaka>",
5810 "<http://dbpedia.org/resource/Dalecarlian_dialects>\t<http://dbpedia.org/resource/Swedish_Language_Council>",
5811 "<http://dbpedia.org/resource/German_language>\t<http://dbpedia.org/resource/Council_for_German_Orthography>",
5812 "<http://dbpedia.org/resource/Sardinian_language>\t<http://dbpedia.org/resource/Limba_Sarda_Comuna>",
5813 "<http://dbpedia.org/resource/Esperanto>\t<http://dbpedia.org/resource/Akademio_de_Esperanto>",
5814 "<http://dbpedia.org/resource/Persian_language>\t<http://dbpedia.org/resource/Academy_of_Persian_Language_and_Literature>",
5815 "<http://dbpedia.org/resource/Western_Persian>\t<http://dbpedia.org/resource/Academy_of_Persian_Language_and_Literature>",
5816 "<http://dbpedia.org/resource/Palula_language>\t<http://dbpedia.org/resource/Khowar_Academy>",
5817 "<http://dbpedia.org/resource/Gilbertese_language>\t<http://dbpedia.org/resource/Kiribati_Language_Board>",
5818 "<http://dbpedia.org/resource/Serbo-Croatian>\t<http://dbpedia.org/resource/Board_for_Standardization_of_the_Serbian_Language>",
5819 "<http://dbpedia.org/resource/Yatzachi_Zapotec>\t<http://dbpedia.org/resource/Instituto_Nacional_de_Lenguas_Indígenas>",
5820 "<http://dbpedia.org/resource/Portuguese_language>\t<http://dbpedia.org/resource/Community_of_Portuguese_Language_Countries>",
5821 "<http://dbpedia.org/resource/Hakka_Chinese>\t<http://dbpedia.org/resource/Guangdong_Romanization>",
5822 "<http://dbpedia.org/resource/Sakapultek_language>\t<http://dbpedia.org/resource/Academia_de_Lenguas_Mayas_de_Guatemala>",
5823 "<http://dbpedia.org/resource/Sierra_Otomi>\t<http://dbpedia.org/resource/Secretariat_of_Public_Education_(Mexico)>",
5824 "<http://dbpedia.org/resource/Volapük>\t<http://dbpedia.org/resource/International_Volapük_Academy>",
5825 "<http://dbpedia.org/resource/Old_Kazeruni_dialect>\t<http://dbpedia.org/resource/Academy_of_Persian_Language_and_Literature>",
5826 "<http://dbpedia.org/resource/Welsh_language>\t<http://dbpedia.org/resource/Meri_Huws>",
5827 "<http://dbpedia.org/resource/Balochi_language>\t<http://dbpedia.org/resource/Balochi_Academy>",
5828 "<http://dbpedia.org/resource/Albanian_language>\t<http://dbpedia.org/resource/Academy_of_Sciences_of_Albania>",
5829 "<http://dbpedia.org/resource/Ukrainian_language>\t<http://dbpedia.org/resource/National_Academy_of_Sciences_of_Ukraine>",
5830 "<http://dbpedia.org/resource/Bokmål>\t<http://dbpedia.org/resource/Norwegian_Academy_for_Language_and_Literature>",
5831 "<http://dbpedia.org/resource/Serbian_language>\t<http://dbpedia.org/resource/Board_for_Standardization_of_the_Serbian_Language>",
5832 "<http://dbpedia.org/resource/Danish_language>\t<http://dbpedia.org/resource/Dansk_Sprognævn>",
5833 "<http://dbpedia.org/resource/Bengali_language>\t<http://dbpedia.org/resource/Paschimbanga_Bangla_Akademi>",
5834 "<http://dbpedia.org/resource/Central_Pashto>\t<http://dbpedia.org/resource/Academy_of_Sciences_of_Afghanistan>",
5835 "<http://dbpedia.org/resource/Catalan_language>\t<http://dbpedia.org/resource/Institut_d'Estudis_Catalans>",
5836 "<http://dbpedia.org/resource/Scots_language>\t<http://dbpedia.org/resource/Good_Friday_Agreement>",
5837 "<http://dbpedia.org/resource/Chinese_language>\t<http://dbpedia.org/resource/Speak_Mandarin_Campaign>",
5838 "<http://dbpedia.org/resource/O'odham_language>\t<http://dbpedia.org/resource/Mexico>"
5839 ]
5840 },
5841 {
5842 "queryID": 629,
5843 "queryText": "SELECT distinct ?X ?Y WHERE { ?X <http://dbpedia.org/ontology/chairLabel> ?Y . }",
5844 "answerVariables": [
5845 "X",
5846 "Y"
5847 ],
5848 "answers": [
5849 "<http://dbpedia.org/resource/Eton_College>\t<http://dbpedia.org/resource/List_of_Provosts_of_Eton_College>",
5850 "<http://dbpedia.org/resource/Turnbull_High_School>\t<http://dbpedia.org/resource/Chaplain>",
5851 "<http://dbpedia.org/resource/Lancing_College>\t<http://dbpedia.org/resource/Chairman>",
5852 "<http://dbpedia.org/resource/Broughton_Hall_High_School>\t<http://dbpedia.org/resource/Chairman>",
5853 "<http://dbpedia.org/resource/The_Cathedral_School,_Llandaff>\t<http://dbpedia.org/resource/Custos>"
5854 ]
5855 },
5856 {
5857 "queryID": 639,
5858 "queryText": "SELECT distinct ?X ?Y WHERE { ?X <http://dbpedia.org/ontology/managementPosition> ?Y . }",
5859 "answerVariables": [
5860 "X",
5861 "Y"
5862 ],
5863 "answers": [
5864 "<http://dbpedia.org/resource/Nature_Park_of_Terceira>\t<http://dbpedia.org/resource/Nature_Park_of_Terceira__managementPosition__1>",
5865 "<http://dbpedia.org/resource/Mendip_Hills>\t<http://dbpedia.org/resource/Mendip_Hills__managementPosition__1>",
5866 "<http://dbpedia.org/resource/Recreational_Forest_Reserve_of_Valverde>\t<http://dbpedia.org/resource/Recreational_Forest_Reserve_of_Valverde__managementPosition__1>",
5867 "<http://dbpedia.org/resource/Black_Rock_Forest>\t<http://dbpedia.org/resource/Black_Rock_Forest__managementPosition__1>",
5868 "<http://dbpedia.org/resource/Ayubia_National_Park>\t<http://dbpedia.org/resource/Ayubia_National_Park__managementPosition__1>",
5869 "<http://dbpedia.org/resource/Blackdown_Hills>\t<http://dbpedia.org/resource/Blackdown_Hills__managementPosition__1>",
5870 "<http://dbpedia.org/resource/Azores>\t<http://dbpedia.org/resource/Azores__managementPosition__1>",
5871 "<http://dbpedia.org/resource/Recreational_Forest_Reserve_of_Fontinhas>\t<http://dbpedia.org/resource/Recreational_Forest_Reserve_of_Fontinhas__managementPosition__1>",
5872 "<http://dbpedia.org/resource/Botanical_Garden_of_Faial>\t<http://dbpedia.org/resource/Botanical_Garden_of_Faial__managementPosition__1>",
5873 "<http://dbpedia.org/resource/Exmoor>\t<http://dbpedia.org/resource/Exmoor__managementPosition__1>",
5874 "<http://dbpedia.org/resource/Madeira>\t<http://dbpedia.org/resource/Madeira__managementPosition__1>",
5875 "<http://dbpedia.org/resource/Peneda-Gerês_National_Park>\t<http://dbpedia.org/resource/Peneda-Gerês_National_Park__managementPosition__1>",
5876 "<http://dbpedia.org/resource/Regional_Natural_Monument_of_Pedreira_do_Campo>\t<http://dbpedia.org/resource/Regional_Natural_Monument_of_Pedreira_do_Campo__managementPosition__1>",
5877 "<http://dbpedia.org/resource/Nature_Park_of_Faial>\t<http://dbpedia.org/resource/Nature_Park_of_Faial__managementPosition__1>",
5878 "<http://dbpedia.org/resource/Hudson_Highlands_State_Park>\t<http://dbpedia.org/resource/Hudson_Highlands_State_Park__managementPosition__1>",
5879 "<http://dbpedia.org/resource/Recreational_Forest_Reserve_of_Pinhal_da_Paz>\t<http://dbpedia.org/resource/Recreational_Forest_Reserve_of_Pinhal_da_Paz__managementPosition__1>"
5880 ]
5881 }
5882]
diff --git a/tests/dbpedia/setup.sh b/tests/dbpedia/setup.sh
new file mode 100755
index 0000000..d64a40c
--- /dev/null
+++ b/tests/dbpedia/setup.sh
@@ -0,0 +1,7 @@
1#!/bin/sh
2
3BENCHMARK=dbpedia
4wget "http://krr-nas.cs.ox.ac.uk/2015/jair/PAGOdA/$BENCHMARK.zip" && \
5 unzip "$BENCHMARK.zip" && \
6 mv "$BENCHMARK"/* ./ && \
7 rm -rf "$BENCHMARK.zip" "$BENCHMARK/"
generated by cgit v1.2.3 (git 2.25.1) at 2025-12-14 22:24:21 +0000