[DL-Learner SVN] SF.net SVN: dl-learner:[2822] trunk/components-ext

[<chr...@us...>]

Revision: 2822
          http://dl-learner.svn.sourceforge.net/dl-learner/?rev=2822&view=rev
Author:   christinaunger
Date:     2011-05-25 16:01:55 +0000 (Wed, 25 May 2011)

Log Message:
-----------
[tbsl] integrated manually corrected tagged input

Modified Paths:
--------------
    trunk/components-ext/failed.txt
    trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/ltag/parser/Preprocessor.java
    trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/drs/reader/DRSParser.java
    trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/drs/reader/DRSParser.jj
    trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/dudes/reader/DUDE_Parser.java
    trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/dudes/reader/DUDE_Parser.jj
    trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/templator/SlotBuilder.java
    trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/templator/Templator.java
    trunk/components-ext/src/main/resources/tbsl/lexicon/english.lex
    trunk/components-ext/src/test/java/org/dllearner/algorithm/tbsl/TemplateGenerationTest.java
    trunk/components-ext/src/test/java/org/dllearner/algorithm/tbsl/TestFrontend.java
    trunk/components-ext/successful.txt

Added Paths:
-----------
    trunk/components-ext/src/main/resources/tbsl/evaluation/dbpedia-test-questions-tagged(ideal).xml
    trunk/components-ext/src/main/resources/tbsl/evaluation/dbpedia-train-tagged(ideal).xml
    trunk/components-ext/src/test/java/org/dllearner/algorithm/tbsl/GoldTagger.java

Modified: trunk/components-ext/failed.txt
===================================================================
--- trunk/components-ext/failed.txt	2011-05-25 08:44:33 UTC (rev 2821)
+++ trunk/components-ext/failed.txt	2011-05-25 16:01:55 UTC (rev 2822)
@@ -1,16 +1,10 @@
-Who is the daughter of Bill Clinton married to?
-Where did Abraham Lincoln die?
-In which country does the Nile start?
-Is proinsulin a protein?
-Which classis does the Millepede belong to?
-How tall is Claudia Schiffer?
-Give me the capitals of all U.S. states.
-Is Egypts largest city also its capital?
-In which country is the Limerick Lake?
-In which films directed by Garry Marshall was Julia Roberts starring?
-Was U.S. president Jackson involved in a war?
-Which state of the United States of America has the highest density?
-Which countries in the European Union adopted the Euro?
-Through which countries does the Yenisei river flow?
-When was the Battle of Gettysburg?
-What did Bruce Carver die from?
+Which/WDT presidents/NNS were/VBD born/VBN in/IN 1945/CD
+List/VB all/DT episodes/NNS of/IN the/DT first/JJ season/NN of/IN the/DT HBO/NNP television/NN series/NN The/DT Sopranos/NNPS
+Which/WDT people/NNS have/VBP as/IN their/PRP$ given/VBN name/NN Jimmy/NNP
+Is/VBZ there/RB a/DT video/NN game/NN called/VBN Battle/NNP Chess/NNP
+Which/WDT companies/NNS work/VBP in/IN the/DT aerospace/NN industry/NN as/RB well/RB as/IN on/IN nuclear/JJ reactor/NN technology/NN
+Which/WDT cities/NNS have/VBP more/JJR than/IN 2/CD million/CD inhabitants/NNS
+Who/WP has/VBZ been/VBN the/DT 5th/JJ president/NN of/IN the/DT United/NNP States/NNPS of/IN America/NNP
+In/IN which/WDT films/NNS did/VBD Julia/NNP Roberts/NNP as/RB well/RB as/IN Richard/NNP Gere/NNP play/VB
+Who/WP wrote/VBD the/DT book/NN The/DT pillars/NNS of/IN the/DT Earth/NNP
+Which/WDT organizations/NNS were/VBD founded/VBN in/IN 1950/CD

Modified: trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/ltag/parser/Preprocessor.java
===================================================================
--- trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/ltag/parser/Preprocessor.java	2011-05-25 08:44:33 UTC (rev 2821)
+++ trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/ltag/parser/Preprocessor.java	2011-05-25 16:01:55 UTC (rev 2822)
@@ -49,22 +49,25 @@
 		String condensedstring = taggedstring;
 		Matcher m;
 		
-		Pattern compAdjPattern   = Pattern.compile("\\s(\\w+/RBR.([a-zA-Z_0-9]+)/JJ)");
-		Pattern superAdjPattern  = Pattern.compile("\\s(\\w+/RBS.([a-zA-Z_0-9]+)/JJ)");
-		Pattern howAdjPattern    = Pattern.compile("\\s(\\w+/WRB.([a-zA-Z_0-9]+)/JJ)"); 
-		Pattern nprepPattern     = Pattern.compile("\\s((\\w+)/NNS?.of/IN)");
-		Pattern didPattern       = Pattern.compile("(?i)(\\s((did)|(do)|(does))/VB.?)\\s"); 
-		Pattern passivePattern1a = Pattern.compile("(((has)|(have)|(had))/VB[A-Z]?.been/VBN.(\\w+)/VBN.by/IN)");
-		Pattern passivePattern1b = Pattern.compile("(\\s((has)|(have)|(had))/VB[A-Z]?(.+\\s)been/VBN\\s(\\w+)/VB(N|D))");
-		Pattern passivePattern2a = Pattern.compile("(((is)|(are)|(was)|(were))/VB[A-Z]?.(\\w+)/VBN.by/IN)");
-		Pattern passivePattern2b = Pattern.compile("(((is)|(are)|(was)|(were))/VB[A-Z]?.(.+)(\\s\\w+)/VB(N|D))");
-		Pattern passpartPattern  = Pattern.compile("\\s((\\w+)/VBN.by/IN)");
-		Pattern vpassPattern     = Pattern.compile("\\s(\\w+/VBD.(\\w+)/VBN)");
-		Pattern vpassinPattern   = Pattern.compile("\\s((\\w+)/VPASS.\\w+/IN)");
-		Pattern gerundinPattern  = Pattern.compile("\\s((\\w+)/((VBG)|(VBN)).\\w+/IN)");
-		Pattern vprepPattern     = Pattern.compile("\\s((\\w+)/V[A-Z]+\\s\\w+/(IN|TO))");
-		Pattern whenPattern      = Pattern.compile("(?i)(when/WRB\\s(.+\\s)(\\w+)/((V[A-Z]+)|(PASS[A-Z]+)))");
-		Pattern wherePattern     = Pattern.compile("(?i)(where/WRB\\s(.+\\s)(\\w+)/((V[A-Z]+)|(PASS[A-Z]+)))");
+		Pattern compAdjPattern    = Pattern.compile("(\\w+/RBR.(\\w+)/JJ)");
+		Pattern superAdjPattern   = Pattern.compile("(\\w+/RBS.(\\w+)/JJ)");
+		Pattern howAdjPattern     = Pattern.compile("(\\w+/WRB.(\\w+)/JJ)"); 
+		Pattern nprepPattern      = Pattern.compile("\\s((\\w+)/NNS?.of/IN)");
+		Pattern didPattern        = Pattern.compile("(?i)(\\s((did)|(do)|(does))/VB.?)\\s"); 
+		Pattern prepfrontPattern  = Pattern.compile("(\\A\\w+/((TO)|(IN)).)\\w+/WDT"); // TODO (Nicht ganz sauber. Bei P-Stranding immer zwei Querys, hier nur eine.)
+		Pattern passivePattern1a  = Pattern.compile("(((has)|(have)|(had))/VB[A-Z]?.been/VBN.(\\w+)/VBN.by/IN)");
+		Pattern passivePattern1b  = Pattern.compile("(\\s((has)|(have)|(had))/VB[A-Z]?(.+\\s)been/VBN\\s(\\w+)/VB(N|D))");
+		Pattern passivePattern2a  = Pattern.compile("(((is)|(are)|(was)|(were))/VB[A-Z]?.(\\w+)/VBN.by/IN)");
+		Pattern pseudopassPattern = Pattern.compile("(((is)|(are)|(was)|(were))/VB[A-Z]?.(\\w+)/VBN.\\w+/TO)");
+		Pattern pseudopwhPattern  = Pattern.compile("(((is)|(are)|(was)|(were))/VB[A-Z]?.(.+)\\s(\\w+)/VBN.\\w+/TO)");
+		Pattern passivePattern2b  = Pattern.compile("(((is)|(are)|(was)|(were))/VB[A-Z]?.(.+)(\\s\\w+)/VB(N|D))");
+		Pattern passpartPattern   = Pattern.compile("\\s((\\w+)/VBN.by/IN)");
+		Pattern vpassPattern      = Pattern.compile("\\s(\\w+/VBD.(\\w+)/VBN)");
+		Pattern vpassinPattern    = Pattern.compile("\\s((\\w+)/VPASS.\\w+/IN)");
+		Pattern gerundinPattern   = Pattern.compile("\\s((\\w+)/((VBG)|(VBN)).\\w+/IN)");
+		Pattern vprepPattern      = Pattern.compile("\\s((\\w+)/V[A-Z]+\\s\\w+/(IN|TO))");
+		Pattern whenPattern       = Pattern.compile("(?i)(when/WRB\\s(.+\\s)(\\w+)/((V[A-Z]+)|(PASS[A-Z]+)))");
+		Pattern wherePattern      = Pattern.compile("(?i)(where/WRB\\s(.+\\s)(\\w+)/((V[A-Z]+)|(PASS[A-Z]+)))");
 		
 		m = compAdjPattern.matcher(condensedstring); 
 		while (m.find()) {
@@ -86,6 +89,10 @@
 		while (m.find()) {
 			condensedstring = condensedstring.replaceFirst(m.group(1),"");
 		}
+		m = prepfrontPattern.matcher(condensedstring);
+		while (m.find()) {
+			condensedstring = condensedstring.replaceFirst(m.group(1),"");
+		}
 		m = passivePattern1a.matcher(condensedstring);
 		while (m.find()) {
 			condensedstring = condensedstring.replaceFirst(m.group(1),m.group(6)+"/PASSIVE");
@@ -98,6 +105,14 @@
 		while (m.find()) {
 			condensedstring = condensedstring.replaceFirst(m.group(1),m.group(7)+"/PASSIVE");
 		}
+		m = pseudopassPattern.matcher(condensedstring);
+		while (m.find()) {
+			condensedstring = condensedstring.replaceFirst(m.group(1),m.group(7)+"/VPREP");
+		}
+		m = pseudopwhPattern.matcher(condensedstring);
+		while (m.find()) {
+			condensedstring = condensedstring.replaceFirst(m.group(1),m.group(7)+" "+m.group(8)+"/VPREP");
+		}
 		m = passivePattern2b.matcher(condensedstring);
 		while (m.find()) {
 			condensedstring = condensedstring.replaceFirst(m.group(1),m.group(7) + m.group(8)+"/PASSIVE");
@@ -167,6 +182,10 @@
 		
 		String out = tagged;
 		
+		String[] postags = {"NN","NNS","NNP","NNPS","NPREP","JJ","JJR","JJS","JJH",
+				"VB","VBD","VBG","VBN","VBP","VBZ","PASSIVE","PASSPART","VPASS","VPASSIN",
+				"GERUNDIN","VPREP","WHEN","WHERE","IN","TO","DT"};
+		
 		NER ner = new LingPipeNER();
 		List<String> namedentities = ner.getNamedEntitites(untagged);
 		List<String> usefulnamedentities = new ArrayList<String>();
@@ -176,7 +195,7 @@
 		// keep only longest matches (e.g. keep 'World of Warcraft' and forget about 'Warcraft') 
 		// containing at least one upper case letter (in order to filter out errors like 'software')
 		for (String s1 : namedentities) {
-			if (s1.matches(".*[A-Z].*")) {
+			if (s1.matches(".*[A-Z].*") && !Arrays.asList(postags).contains(s1)) { 
 				boolean isLongestMatch = true;
 				for (String s2 : namedentities) {
 					if (!s2.equals(s1) && s2.contains(s1)) {

Modified: trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/drs/reader/DRSParser.java
===================================================================
--- trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/drs/reader/DRSParser.java	2011-05-25 08:44:33 UTC (rev 2821)
+++ trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/drs/reader/DRSParser.java	2011-05-25 16:01:55 UTC (rev 2822)
@@ -177,7 +177,7 @@
         jj_consume_token(-1);
         throw new ParseException();
       }
-      dr = jj_consume_token(WORD);
+      dr = dr();
       drs2 = DRS();
                 Complex_DRS_Condition drs;
         drs = new Complex_DRS_Condition();

Modified: trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/drs/reader/DRSParser.jj
===================================================================
--- trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/drs/reader/DRSParser.jj	2011-05-25 08:44:33 UTC (rev 2821)
+++ trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/drs/reader/DRSParser.jj	2011-05-25 16:01:55 UTC (rev 2822)
@@ -174,7 +174,7 @@
     |
 
     drs1=DRS()  (quantifier=<EVERY> | quantifier=<SOME> | quantifier=<AFEW> | quantifier=<MOST> | quantifier=<THEMOST> | quantifier=<THELEAST> |
-                 quantifier=<HOWMANY> | quantifier=<MANY> | quantifier=<NO>) dr= <WORD> drs2=DRS()
+                 quantifier=<HOWMANY> | quantifier=<MANY> | quantifier=<NO>) dr=dr() drs2=DRS()
     {
 		Complex_DRS_Condition drs;
         drs = new Complex_DRS_Condition();

Modified: trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/dudes/reader/DUDE_Parser.java
===================================================================
--- trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/dudes/reader/DUDE_Parser.java	2011-05-25 08:44:33 UTC (rev 2821)
+++ trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/dudes/reader/DUDE_Parser.java	2011-05-25 16:01:55 UTC (rev 2822)
@@ -395,7 +395,7 @@
         jj_consume_token(-1);
         throw new ParseException();
       }
-      dr = jj_consume_token(WORD);
+      dr = dr();
       drs2 = DRS();
                 Complex_DRS_Condition drs;
         drs = new Complex_DRS_Condition();

Modified: trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/dudes/reader/DUDE_Parser.jj
===================================================================
--- trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/dudes/reader/DUDE_Parser.jj	2011-05-25 08:44:33 UTC (rev 2821)
+++ trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/sem/dudes/reader/DUDE_Parser.jj	2011-05-25 16:01:55 UTC (rev 2822)
@@ -365,7 +365,7 @@
     |
 
     drs1=DRS()  (quantifier=<EVERY> | quantifier=<SOME> | quantifier=<AFEW> | quantifier=<MOST> | quantifier=<THEMOST> | quantifier=<THELEAST> |
-                 quantifier=<HOWMANY> | quantifier=<MANY> | quantifier=<NO>) dr= <WORD> drs2=DRS()
+                 quantifier=<HOWMANY> | quantifier=<MANY> | quantifier=<NO>) dr=dr() drs2=DRS()
     {
 		Complex_DRS_Condition drs;
         drs = new Complex_DRS_Condition();

Modified: trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/templator/SlotBuilder.java
===================================================================
--- trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/templator/SlotBuilder.java	2011-05-25 08:44:33 UTC (rev 2821)
+++ trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/templator/SlotBuilder.java	2011-05-25 16:01:55 UTC (rev 2822)
@@ -14,7 +14,7 @@
 	private String[] noun = {"NN","NNS","NNP","NNPS","NPREP"};
 	private String[] adjective = {"JJ","JJR","JJS","JJH"};
 	private String[] verb = {"VB","VBD","VBG","VBN","VBP","VBZ","PASSIVE","PASSPART","VPASS","VPASSIN","GERUNDIN","VPREP","WHEN","WHERE"};
-	private String[] preps = {"IN"};
+	private String[] preps = {"IN","TO"};
 	
 	public SlotBuilder() {
 		
@@ -144,7 +144,7 @@
 							"<x,l1,t,[ l1:[|], l4:[ | SLOT_" + token + "(y,x) ] ],[(l2,x,subj,<<e,t>,t>),(l3,y,obj,<<e,t>,t>)],[ l2<l1,l3<l1,l4<scope(l2),l4<scope(l3) ],[" + slot + "]>"};
 					String[] passEntry2 = {token,
 							"(S DP[wh] (VP DP[dp] V:'" + token + "'))",
-							"<x,l1,t,[ l1:[|], l4:[ | SLOT_" + token + "(y,x) ] ],[(l2,x,wh,<<e,t>,t>),(l3,y,dp,<<e,t>,t>)],[ l2<l1,l3<l1,l4<scope(l2),l4<scope(l3) ],[" + slot + "]>"};
+							"<x,l1,t,[ l1:[|], l4:[ | SLOT_" + token + "(x,y) ] ],[(l2,x,wh,<<e,t>,t>),(l3,y,dp,<<e,t>,t>)],[ l2<l1,l3<l1,l4<scope(l2),l4<scope(l3) ],[" + slot + "]>"};
 					result.add(passEntry1);
 					result.add(passEntry2);
 				}
@@ -180,14 +180,24 @@
 					String[] passEntry = {token,
 							"(S DP[subj] (VP V:'" + token + "' DP[obj]))",
 							"<x,l1,t,[ l1:[|], l4:[ | SLOT_" + token + "(x,y) ] ],[(l2,x,subj,<<e,t>,t>),(l3,y,obj,<<e,t>,t>)],[ l2<l1,l3<l1,l4<scope(l2),l4<scope(l3) ],[" + slot + "]>"};
+					String[] whEntry = {token,
+							"(S DP[obj] (VP DP[subj] V:'" + token + "'))",
+							"<x,l1,t,[ l1:[|], l4:[ | SLOT_" + token + "(x,y) ] ],[(l2,x,subj,<<e,t>,t>),(l3,y,obj,<<e,t>,t>)],[ l2<l1,l3<l1,l4<scope(l2),l4<scope(l3) ],[" + slot + "]>"};
 					result.add(passEntry);
+					result.add(whEntry);
 				}
-				else if (pos.equals("VBD") || pos.equals("VBZ") || pos.equals("VBP") || pos.equals("VB")) {
+				else if (pos.equals("VBD") || pos.equals("VBZ") || pos.equals("VBP")) {
 					String[] vEntry = {token,
 							"(S DP[subj] (VP V:'" + token + "' DP[obj]))",
 							"<x,l1,t,[ l1:[|], l4:[ | SLOT_" + token + "(x,y) ] ],[(l2,x,subj,<<e,t>,t>),(l3,y,obj,<<e,t>,t>)],[ l2<l1,l3<l1,l4<scope(l2),l4<scope(l3) ],[" + slot + "]>"};
 					result.add(vEntry);
 				} 
+				else if (pos.equals("VB")) {
+					String[] whEntry = {token,
+							"(S DP[obj] (VP DP[subj] V:'" + token + "'))",
+							"<x,l1,t,[ l1:[|], l4:[ | SLOT_" + token + "(x,y) ] ],[(l2,x,subj,<<e,t>,t>),(l3,y,obj,<<e,t>,t>)],[ l2<l1,l3<l1,l4<scope(l2),l4<scope(l3) ],[" + slot + "]>"};
+					result.add(whEntry);
+				} 
 				else if (pos.equals("VBG") || pos.equals("VBN")) {
 					String[] gerEntry = {token,
 							"(NP NP* (VP V:'" + token + "' DP[dp]))",

Modified: trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/templator/Templator.java
===================================================================
--- trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/templator/Templator.java	2011-05-25 08:44:33 UTC (rev 2821)
+++ trunk/components-ext/src/main/java/org/dllearner/algorithm/tbsl/templator/Templator.java	2011-05-25 16:01:55 UTC (rev 2822)
@@ -31,6 +31,7 @@
 	Parser p;
 	
 	boolean ONE_SCOPE_ONLY = true;
+	boolean UNTAGGED_INPUT = true;
 	
 	public Templator() {
 		
@@ -43,6 +44,10 @@
 	    p.USE_DPS_AS_INITTREES = true;
 	    p.CONSTRUCT_SEMANTICS = true;
 	}
+	
+	public void setUNTAGGED_INPUT(boolean b) {
+		UNTAGGED_INPUT = b;
+	}
 
 	public Set<Template> buildTemplates(String s) {
 		
@@ -50,13 +55,19 @@
         DRS2SPARQL_Converter d2s = new DRS2SPARQL_Converter();
 		boolean clearAgain = true;
         
-	    s = Preprocessor.normalize(s);
-        String tagged = tagger.tag(s);
-        System.out.println("Tagged input: " + tagged);
- 
+		String tagged;
+		if (UNTAGGED_INPUT) {		
+			s = Preprocessor.normalize(s);
+			tagged = tagger.tag(s);
+			System.out.println("Tagged input: " + tagged);
+		}
+		else {
+			tagged = s;
+		}
+		
 		String newtagged = Preprocessor.condenseNominals(Preprocessor.findNEs(tagged,s));
-        newtagged = Preprocessor.condense(newtagged);
-		System.out.println("Preprocessed: " + newtagged);
+		newtagged = Preprocessor.condense(newtagged);
+		System.out.println("Preprocessed: " + newtagged); 
         
         p.parse(newtagged,g);
         

Added: trunk/components-ext/src/main/resources/tbsl/evaluation/dbpedia-test-questions-tagged(ideal).xml
===================================================================
--- trunk/components-ext/src/main/resources/tbsl/evaluation/dbpedia-test-questions-tagged(ideal).xml	                        (rev 0)
+++ trunk/components-ext/src/main/resources/tbsl/evaluation/dbpedia-test-questions-tagged(ideal).xml	2011-05-25 16:01:55 UTC (rev 2822)
@@ -0,0 +1,152 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?><dataset id="dbpedia-test">
+<question id="23">
+<string>Which/WDT presidents/NNS of/IN the/DT United/NNP States/NNPS had/VBD more/JJR than/IN three/CD children/NNS</string>
+</question>
+<question id="3">
+<string>Give/VB me/PRP the/DT official/JJ websites/NNS of/IN actors/NNS of/IN the/DT television/NN show/NN Charmed/VBN</string>
+</question>
+<question id="37">
+<string>Who/WP is/VBZ the/DT daughter/NN of/IN Bill/NNP Clinton/NNP married/VBN to/TO</string>
+</question>
+<question id="43">
+<string>Which/WDT river/NN does/VBZ the/DT Brooklyn/NNP Bridge/NNP cross/VB</string>
+</question>
+<question id="21">
+<string>How/WRB many/JJ monarchical/JJ countries/NNS are/VBP there/RB in/IN Europe/NNP</string>
+</question>
+<question id="7">
+<string>Where/WRB did/VBD Abraham/NNP Lincoln/NNP die/VB</string>
+</question>
+<question id="10">
+<string>Is/VBZ the/DT wife/NN of/IN President/NNP Obama/NNP called/VBD Michelle/NNP</string>
+</question>
+<question id="28">
+<string>Which/WDT states/NNS of/IN Germany/NNP are/VBP governed/VBN by/IN the/DT Social/NNP Democratic/NNP Party/NNP</string>
+</question>
+<question id="39">
+<string>Which/WDT US/NNP states/NNS possess/VBP gold/NN minerals/NNS</string>
+</question>
+<question id="50">
+<string>In/IN which/WDT country/NN does/VBZ the/DT Nile/NNP start/VB</string>
+</question>
+<question id="44">
+<string>Which/WDT locations/NNS have/VBP more/JJR than/IN two/CD caves/NNS</string>
+</question>
+<question id="30">
+<string>Is/VBZ proinsulin/NNP a/DT protein/NN</string>
+</question>
+<question id="12">
+<string>Which/WDT classis/NN does/VBZ the/DT Millepede/NNP belong/VBP to/TO</string>
+</question>
+<question id="49">
+<string>How/WRB tall/JJ is/VBZ Claudia/NNP Schiffer/NNP</string>
+</question>
+<question id="33">
+<string>Who/WP created/VBD Goofy/NNP</string>
+</question>
+<question id="4">
+<string>Give/VB me/PRP the/DT capitals/NNS of/IN all/DT US/NNP states/NNS</string>
+</question>
+<question id="18">
+<string>Give/VB me/PRP all/DT cities/NNS in/IN New/NNP Jersey/NNP with/IN more/JJR than/IN 100000/CD inhabitants/NNS</string>
+</question>
+<question id="31">
+<string>Which/WDT museum/NN exhibits/VBZ The/DT Scream/NNP by/IN Munch/NNP</string>
+</question>
+<question id="35">
+<string>Is/NNP Egypts/NNPS largest/JJS city/NN also/RB its/PRP$ capital/NN</string>
+</question>
+<question id="27">
+<string>What/WP is/VBZ the/DT revenue/NN of/IN IBM/NNP</string>
+</question>
+<question id="38">
+<string>Which/WDT states/VBZ border/VBZ Utah/NNP</string>
+</question>
+<question id="13">
+<string>In/IN which/WDT country/NN is/VBZ the/DT Limerick/NNP Lake/NNP</string>
+</question>
+<question id="32">
+<string>Which/WDT television/NN shows/NNS were/VBD created/VBN by/IN Walt/NNP Disney/NNP</string>
+</question>
+<question id="45">
+<string>Which/WDT mountain/NN is/VBZ the/DT highest/JJS after/IN the/DT Annapurna/NNP</string>
+</question>
+<question id="29">
+<string>In/IN which/WDT films/NNS directed/VBN by/IN Garry/NNP Marshall/NNP was/VBD Julia/NNP Roberts/NNP starring/VBG</string>
+</question>
+<question id="42">
+<string>Which/WDT bridges/NNS are/VBP of/IN the/DT same/JJ type/NN as/IN the/DT Manhattan/NNP Bridge/NNP</string>
+</question>
+<question id="14">
+<string>Was/VBD US/NNP president/NNP Jackson/NNP involved/VBD in/IN a/DT war/NN</string>
+</question>
+<question id="20">
+<string>Which/WDT European/JJ countries/NNS are/VBP a/DT constitutional/JJ monarchy/NN</string>
+</question>
+<question id="40">
+<string>Who/WP is/VBZ the/DT author/NN of/IN WikiLeaks/NNS</string>
+</question>
+<question id="17">
+<string>Which/WDT state/NN of/IN the/DT United/NNP States/NNPS of/IN America/NNP has/VBZ the/DT highest/JJS density/NN</string>
+</question>
+<question id="19">
+<string>What/WP is/VBZ the/DT currency/NN of/IN the/DT Czech/JJ Republic/NNP</string>
+</question>
+<question id="22">
+<string>Which/WDT countries/NNS in/IN the/DT European/NNP Union/NNP adopted/VBD the/DT Euro/NNP</string>
+</question>
+<question id="11">
+<string>What/WP is/VBZ the/DT area/NN code/NN of/IN Berlin/NNP</string>
+</question>
+<question id="9">
+<string>Which/WDT countries/NNS have/VBP more/JJR than/IN two/CD official/JJ languages/NNS</string>
+</question>
+<question id="16">
+<string>Who/WP is/VBZ the/DT owner/NN of/IN Universal/NNP Studios/NNPS</string>
+</question>
+<question id="34">
+<string>Through/IN which/WDT countries/NNS does/VBZ the/DT Yenisei/NNP river/NN flow/VB</string>
+</question>
+<question id="48">
+<string>When/WRB did/VBD Germany/NNP join/VB the/DT EU/NNP</string>
+</question>
+<question id="36">
+<string>Which/WDT monarchs/NNS of/IN the/DT United/NNP Kingdom/NNP were/VBD married/VBN to/TO a/DT German/JJ</string>
+</question>
+<question id="8">
+<string>When/WRB was/VBD the/DT Battle/NNP of/IN Gettysburg/NNP</string>
+</question>
+<question id="24">
+<string>What/WP is/VBZ the/DT highest/JJS mountain/NN in/IN Germany/NNP</string>
+</question>
+<question id="26">
+<string>Give/VB me/PRP all/DT soccer/NN clubs/NNS in/IN Spain/NNP</string>
+</question>
+<question id="5">
+<string>What/WP are/VBP the/DT official/JJ languages/NNS of/IN the/DT Philippines/NNPS</string>
+</question>
+<question id="6">
+<string>Who/WP is/VBZ the/DT mayor/NN of/IN New/NNP York/NNP City/NNP</string>
+</question>
+<question id="41">
+<string>Who/WP designed/VBD the/DT Brooklyn/NNP Bridge/NNP</string>
+</question>
+<question id="2">
+<string>Which/WDT telecommunications/NN organizations/NNS are/VBP located/VBN in/IN Belgium/NNP</string>
+</question>
+<question id="15">
+<string>What/WP is/VBZ the/DT profession/NN of/IN Frank/NNP Herbert/NNP</string>
+</question>
+<question id="46">
+<string>What/WP is/VBZ the/DT highest/JJS place/NN of/IN Karakoram/NNP</string>
+</question>
+<question id="25">
+<string>Give/VB me/PRP the/DT homepage/NN of/IN Forbes/NNP</string>
+</question>
+<question id="1">
+<string>Which/WDT companies/NNS are/VBP in/IN the/DT computer/NN software/NN industry/NN</string>
+</question>
+<question id="47">
+<string>What/WP did/VBD Bruce/NNP Carver/NNP die/VB from/IN</string>
+</question>
+</dataset>
\ No newline at end of file


Property changes on: trunk/components-ext/src/main/resources/tbsl/evaluation/dbpedia-test-questions-tagged(ideal).xml
___________________________________________________________________
Added: svn:mime-type
   + text/plain

Added: trunk/components-ext/src/main/resources/tbsl/evaluation/dbpedia-train-tagged(ideal).xml
===================================================================
--- trunk/components-ext/src/main/resources/tbsl/evaluation/dbpedia-train-tagged(ideal).xml	                        (rev 0)
+++ trunk/components-ext/src/main/resources/tbsl/evaluation/dbpedia-train-tagged(ideal).xml	2011-05-25 16:01:55 UTC (rev 2822)
@@ -0,0 +1,26538 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?><dataset id="dbpedia-train">
+<question id="23">
+<string>Give/VB me/PRP all/DT school/NN types/NNS</string>
+<query>
+PREFIX rdfs: &lt;http://www.w3.org/2000/01/rdf-schema#&gt;
+PREFIX rdf: &lt;http://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;
+PREFIX yago: &lt;http://dbpedia.org/class/yago/&gt;
+SELECT DISTINCT ?uri ?string
+WHERE
+{ 
+	?uri rdf:type yago:SchoolTypes .
+        OPTIONAL {?uri rdfs:label ?string . FILTER (lang(?string) = 'en') }
+}
+</query>
+<answers>
+<answer>
+<uri>
+http://dbpedia.org/resource/Byzantine_university
+</uri>
+<string>
+Byzantine university
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Abendgymnasium
+</uri>
+<string>
+Abendgymnasium
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Adult_high_school
+</uri>
+<string>
+Adult high school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Alternative_school
+</uri>
+<string>
+Alternative school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Area_school
+</uri>
+<string>
+Area school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Art_school
+</uri>
+<string>
+Art school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Beacon_School
+</uri>
+<string>
+Beacon School
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Berufsoberschule
+</uri>
+<string>
+Berufsoberschule
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Birmingham_board_schools
+</uri>
+<string>
+Birmingham board schools
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Boarding_school
+</uri>
+<string>
+Boarding school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Campus_university
+</uri>
+<string>
+Campus university
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Cathedral_school
+</uri>
+<string>
+Cathedral school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Catholic_school
+</uri>
+<string>
+Catholic school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Central_school
+</uri>
+<string>
+Central school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Charity_school
+</uri>
+<string>
+Charity school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Charter_school
+</uri>
+<string>
+Charter school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Christian_school
+</uri>
+<string>
+Christian school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/City_Technology_College
+</uri>
+<string>
+City Technology College
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Co-institutional
+</uri>
+<string>
+Co-institutional
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Collegiate_institute
+</uri>
+<string>
+Collegiate institute
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Collegiate_university
+</uri>
+<string>
+Collegiate university
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Common_school
+</uri>
+<string>
+Common school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Comprehensive_high_school
+</uri>
+<string>
+Comprehensive high school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Comprehensive_school
+</uri>
+<string>
+Comprehensive school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Combined_school
+</uri>
+<string>
+Combined school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Community_school
+</uri>
+<string>
+Community school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Continuation_high_school
+</uri>
+<string>
+Continuation high school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Cram_schools_in_Hong_Kong
+</uri>
+<string>
+Cram schools in Hong Kong
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Cram_school
+</uri>
+<string>
+Cram school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Dance_studio
+</uri>
+<string>
+Dance studio
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Dalton_Plan
+</uri>
+<string>
+Dalton Plan
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Dame_school
+</uri>
+<string>
+Dame school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Darul_uloom
+</uri>
+<string>
+Darul uloom
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Day_school
+</uri>
+<string>
+Day school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Elementary_Middle_School
+</uri>
+<string>
+Elementary Middle School
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Elementary_school
+</uri>
+<string>
+Elementary school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Faith_school
+</uri>
+<string>
+Faith school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Federated_school
+</uri>
+<string>
+Federated school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Film_school
+</uri>
+<string>
+Film school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/First_school
+</uri>
+<string>
+First school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Finishing_school
+</uri>
+<string>
+Finishing school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Folk_high_school
+</uri>
+<string>
+Folk high school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Foundation_school
+</uri>
+<string>
+Foundation school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Gaelscoil
+</uri>
+<string>
+Gaelscoil
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Graduate_school
+</uri>
+<string>
+Graduate school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Grammar_school
+</uri>
+<string>
+Grammar school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Grant-maintained_school
+</uri>
+<string>
+Grant-maintained school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Gurukul
+</uri>
+<string>
+Gurukul
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Halau
+</uri>
+<string>
+Halau
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Han_school
+</uri>
+<string>
+Han school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Hedge_school
+</uri>
+<string>
+Hedge school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/High_school
+</uri>
+<string>
+High school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Independent_school
+</uri>
+<string>
+Independent school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Infant_school
+</uri>
+<string>
+Infant school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Institute_of_technology
+</uri>
+<string>
+Institute of technology
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/International_school
+</uri>
+<string>
+International school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Jewish_day_school
+</uri>
+<string>
+Jewish day school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Juku
+</uri>
+<string>
+Juku
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Junior_school
+</uri>
+<string>
+Junior school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Kendriya_Vidyalaya
+</uri>
+<string>
+Kendriya Vidyalaya
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Laboratory_school
+</uri>
+<string>
+Laboratory school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Latin_school
+</uri>
+<string>
+Latin school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Law_school_in_the_United_States
+</uri>
+<string>
+Law school in the United States
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Liceo_classico
+</uri>
+<string>
+Liceo classico
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Liceo_scientifico
+</uri>
+<string>
+Liceo scientifico
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Liceum_og%C3%B3lnokszta%C5%82c%C4%85ce
+</uri>
+<string>
+Liceum ogólnokształcące
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Lower_School
+</uri>
+<string>
+Lower School
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Lutheran_school
+</uri>
+<string>
+Lutheran school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Magnet_school
+</uri>
+<string>
+Magnet school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Maktab
+</uri>
+<string>
+Maktab
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Medical_school
+</uri>
+<string>
+Medical school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Menntask%C3%B3li
+</uri>
+<string>
+Menntaskóli
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Medieval_university
+</uri>
+<string>
+Medieval university
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Middle_school
+</uri>
+<string>
+Middle school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Military_academy
+</uri>
+<string>
+Military academy
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Minor_seminary
+</uri>
+<string>
+Minor seminary
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Monitorial_schools
+</uri>
+<string>
+Monitorial schools
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Mixed-sex_education
+</uri>
+<string>
+Mixed-sex education
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Multidenominational_school
+</uri>
+<string>
+Multidenominational school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Normal_school
+</uri>
+<string>
+Normal school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Nursery_school
+</uri>
+<string>
+Nursery school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Nursing_school
+</uri>
+<string>
+Nursing school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/One-room_school
+</uri>
+<string>
+One-room school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Parochial_school
+</uri>
+<string>
+Parochial school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Pit_school
+</uri>
+<string>
+Pit school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Pre-kindergarten
+</uri>
+<string>
+Pre-kindergarten
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Pre-school_playgroup
+</uri>
+<string>
+Pre-school playgroup
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Pregnancy_school
+</uri>
+<string>
+Pregnancy school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Primary_education
+</uri>
+<string>
+Primary education
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Primary_school
+</uri>
+<string>
+Primary school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Private_school
+</uri>
+<string>
+Private school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Public_high_school
+</uri>
+<string>
+Public high school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Realschule
+</uri>
+<string>
+Realschule
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Reform_school
+</uri>
+<string>
+Reform school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Reggio_Emilia_approach
+</uri>
+<string>
+Reggio Emilia approach
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Roma_Special_School
+</uri>
+<string>
+Roma Special School
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Sail_training
+</uri>
+<string>
+Sail training
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/School_of_the_Air
+</uri>
+<string>
+School of the Air
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/School_of_Infantry
+</uri>
+<string>
+School of Infantry
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Secondary_education
+</uri>
+<string>
+Secondary education
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Secondary_modern_school
+</uri>
+<string>
+Secondary modern school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Selective_school
+</uri>
+<string>
+Selective school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Separate_school
+</uri>
+<string>
+Separate school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Secondary_school
+</uri>
+<string>
+Secondary school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Sixth_form_college
+</uri>
+<string>
+Sixth form college
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Ski_school
+</uri>
+<string>
+Ski school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Specialist_school
+</uri>
+<string>
+Specialist school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Special_school
+</uri>
+<string>
+Special school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Specialized_school
+</uri>
+<string>
+Specialized school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/State_school
+</uri>
+<string>
+State school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Sudbury_school
+</uri>
+<string>
+Sudbury school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Summer_school
+</uri>
+<string>
+Summer school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Technikon
+</uri>
+<string>
+Technikon
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Taxonomy_of_schools
+</uri>
+<string>
+Taxonomy of schools
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Technicum
+</uri>
+<string>
+Technicum
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Training_ship
+</uri>
+<string>
+Training ship
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Upper_school
+</uri>
+<string>
+Upper school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/University-preparatory_school
+</uri>
+<string>
+University-preparatory school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Utraquist_school
+</uri>
+<string>
+Utraquist school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Veterinary_school
+</uri>
+<string>
+Veterinary school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Vocational_technical_school
+</uri>
+<string>
+Vocational technical school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Voluntary_controlled_school
+</uri>
+<string>
+Voluntary controlled school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Voluntary_aided_school
+</uri>
+<string>
+Voluntary aided school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Voluntary_secondary_school
+</uri>
+<string>
+Voluntary secondary school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Vocational_school
+</uri>
+<string>
+Vocational school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Waldorf_education
+</uri>
+<string>
+Waldorf education
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Year-round_school
+</uri>
+<string>
+Year-round school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/%C4%B0mam_Hatip_school
+</uri>
+<string>
+İmam Hatip school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/International_Preschool
+</uri>
+<string>
+International Preschool
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Integral_education
+</uri>
+<string>
+Integral education
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Forest_kindergarten
+</uri>
+<string>
+Forest kindergarten
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/K-8_school
+</uri>
+<string>
+K-8 school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Cursinho
+</uri>
+<string>
+Cursinho
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Hospital_school
+</uri>
+<string>
+Hospital school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Akademie
+</uri>
+<string>
+Akademie
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Monastic_school
+</uri>
+<string>
+Monastic school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Abendhauptschule
+</uri>
+<string>
+Abendhauptschule
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Orphan_school
+</uri>
+<string>
+Orphan school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Forest_schools
+</uri>
+<string>
+Forest schools
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Canadian_Indian_residential_school_system
+</uri>
+<string>
+Canadian Indian residential school system
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Ungraded_school
+</uri>
+<string>
+Ungraded school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Kolleg
+</uri>
+<string>
+Kolleg
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Sports_school
+</uri>
+<string>
+Sports school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Church_school
+</uri>
+<string>
+Church school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/New_tech_high_school
+</uri>
+<string>
+New tech high school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Semester_school
+</uri>
+<string>
+Semester school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Maryshore_Seminary
+</uri>
+<string>
+Maryshore Seminary
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Village_college
+</uri>
+<string>
+Village college
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Early_college_high_school
+</uri>
+<string>
+Early college high school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Pirivena
+</uri>
+<string>
+Pirivena
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Therapeutic_boarding_school
+</uri>
+<string>
+Therapeutic boarding school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Cadet_Corps
+</uri>
+<string>
+Cadet Corps
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Direct_grant_grammar_school
+</uri>
+<string>
+Direct grant grammar school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Approved_school
+</uri>
+<string>
+Approved school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Dental_school
+</uri>
+<string>
+Dental school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Escalator_school
+</uri>
+<string>
+Escalator school
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Abendrealschule
+</uri>
+<string>
+Abendrealschule
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Independent_school_(United_Kingdom)
+</uri>
+<string>
+ 
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Gymnasium_(school)
+</uri>
+<string>
+ 
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Mechanics'_Institutes
+</uri>
+<string>
+ 
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/National_school_(Ireland)
+</uri>
+<string>
+ 
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Special_school_(Netherlands)
+</uri>
+<string>
+ 
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Academy_(English_school)
+</uri>
+<string>
+ 
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Wirtschaftsschule_(Bavaria)
+</uri>
+<string>
+ 
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Preparatory_school_(UK)
+</uri>
+<string>
+ 
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Partially_selective_school_(England)
+</uri>
+<string>
+ 
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Law_school_in_South_Korea
+</uri>
+<string>
+Law school in South Korea
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Language%2Fculture_based_charter_school
+</uri>
+<string>
+ 
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/S%C3%A1mi_school_(Sweden)
+</uri>
+<string>
+ 
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Independent_school_(Australia)
+</uri>
+<string>
+ 
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Free_school_(England)
+</uri>
+<string>
+ 
+</string>
+</answer>
+</answers>
+</question>
+<question id="11">
+<string>Which/WDT presidents/NNS were/VBD born/VBN in/IN 1945/CD</string>
+<query>
+PREFIX rdfs: &lt;http://www.w3.org/2000/01/rdf-schema#&gt;
+PREFIX rdf: &lt;http://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;
+PREFIX onto: &lt;http://dbpedia.org/ontology/&gt;
+PREFIX yago: &lt;http://dbpedia.org/class/yago/&gt;
+SELECT DISTINCT ?uri ?string
+WHERE 
+{
+	{
+		?uri rdf:type onto:President .
+		?uri onto:birthDate ?date .
+		FILTER regex(?date,'^1945') .
+                OPTIONAL {?uri rdfs:label ?string . FILTER (lang(?string) = 'en') }
+	}
+	UNION
+	{
+		?uri rdf:type yago:President.
+		?uri onto:birthDate ?date .
+		FILTER regex(?date, '^1945') .
+                OPTIONAL {?uri rdfs:label ?string . FILTER (lang(?string) = 'en') }
+	}
+}
+</query>
+<answers>
+<answer>
+<uri>
+http://dbpedia.org/resource/Akbar_Tanjung
+</uri>
+<string>
+Akbar Tanjung
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Charles_Margai
+</uri>
+<string>
+Charles Margai
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Daniel_Ortega
+</uri>
+<string>
+Daniel Ortega
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Igor_Ivanov
+</uri>
+<string>
+Igor Ivanov
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Joe_Ghiz
+</uri>
+<string>
+Joe Ghiz
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Joe_Robert_Pemagbi
+</uri>
+<string>
+Joe Robert Pemagbi
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/John_Fahey_%28politician%29
+</uri>
+<string>
+John Fahey (politician)
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/John_Olsen
+</uri>
+<string>
+John Olsen
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Jorge_Serrano_El%C3%ADas
+</uri>
+<string>
+Jorge Serrano Elías
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Laurent_Gbagbo
+</uri>
+<string>
+Laurent Gbagbo
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Lee_Jong-wook
+</uri>
+<string>
+Lee Jong-wook
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Levon_Ter-Petrossian
+</uri>
+<string>
+Levon Ter-Petrossian
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Luc_Van_den_Brande
+</uri>
+<string>
+Luc Van den Brande
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Luiz_In%C3%A1cio_Lula_da_Silva
+</uri>
+<string>
+Luiz Inácio Lula da Silva
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Mom%C4%8Dilo_Kraji%C5%A1nik
+</uri>
+<string>
+Momčilo Krajišnik
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Moshe_Katsav
+</uri>
+<string>
+Moshe Katsav
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Radovan_Karad%C5%BEi%C4%87
+</uri>
+<string>
+Radovan Karadžić
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Vladislav_Ardzinba
+</uri>
+<string>
+Vladislav Ardzinba
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Zlatko_Tom%C4%8Di%C4%87
+</uri>
+<string>
+Zlatko Tomčić
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Yuriy_Meshkov
+</uri>
+<string>
+Yuriy Meshkov
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Abdirahman_Mohamud_Farole
+</uri>
+<string>
+Abdirahman Mohamud Farole
+</string>
+</answer>
+</answers>
+</question>
+<question id="1">
+<string>Who/WP are/VBP the/DT presidents/NNS of/IN the/DT United/NNP States/NNPS</string>
+<query>
+PREFIX rdf: &lt;http://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;
+PREFIX yago: &lt;http://dbpedia.org/class/yago/&gt;
+PREFIX onto: &lt;http://dbpedia.org/ontology/&gt;
+PREFIX res: &lt;http://dbpedia.org/resource/&gt;
+PREFIX rdfs: &lt;http://www.w3.org/2000/01/rdf-schema#&gt;
+PREFIX prop: &lt;http://dbpedia.org/property/&gt;
+SELECT DISTINCT ?uri ?string
+WHERE 
+{
+        {
+          ?uri rdf:type yago:PresidentsOfTheUnitedStates.         
+        }
+        UNION
+        { 
+          ?uri rdf:type onto:President.
+          ?uri prop:title res:President_of_the_United_States.
+        }
+        OPTIONAL {?uri rdfs:label ?string. FILTER (lang(?string) = 'en') }
+}
+</query>
+<answers>
+<answer>
+<uri>
+http://dbpedia.org/resource/Abraham_Lincoln
+</uri>
+<string>
+Abraham Lincoln
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Andrew_Jackson
+</uri>
+<string>
+Andrew Jackson
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Andrew_Johnson
+</uri>
+<string>
+Andrew Johnson
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Barack_Obama
+</uri>
+<string>
+Barack Obama
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Benjamin_Harrison
+</uri>
+<string>
+Benjamin Harrison
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Bill_Clinton
+</uri>
+<string>
+Bill Clinton
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Calvin_Coolidge
+</uri>
+<string>
+Calvin Coolidge
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Chester_A._Arthur
+</uri>
+<string>
+Chester A. Arthur
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Dwight_D._Eisenhower
+</uri>
+<string>
+Dwight D. Eisenhower
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Franklin_D._Roosevelt
+</uri>
+<string>
+Franklin D. Roosevelt
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Franklin_Pierce
+</uri>
+<string>
+Franklin Pierce
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/George_W._Bush
+</uri>
+<string>
+George W. Bush
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/George_Washington
+</uri>
+<string>
+George Washington
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Gerald_Ford
+</uri>
+<string>
+Gerald Ford
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Grover_Cleveland
+</uri>
+<string>
+Grover Cleveland
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Harry_S._Truman
+</uri>
+<string>
+Harry S. Truman
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Herbert_Hoover
+</uri>
+<string>
+Herbert Hoover
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/James_A._Garfield
+</uri>
+<string>
+James A. Garfield
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/James_Buchanan
+</uri>
+<string>
+James Buchanan
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/James_K._Polk
+</uri>
+<string>
+James K. Polk
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/James_Madison
+</uri>
+<string>
+James Madison
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/James_Monroe
+</uri>
+<string>
+James Monroe
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Jimmy_Carter
+</uri>
+<string>
+Jimmy Carter
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/John_Adams
+</uri>
+<string>
+John Adams
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/John_Quincy_Adams
+</uri>
+<string>
+John Quincy Adams
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/John_Tyler
+</uri>
+<string>
+John Tyler
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Lyndon_B._Johnson
+</uri>
+<string>
+Lyndon B. Johnson
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Martin_Van_Buren
+</uri>
+<string>
+Martin Van Buren
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Millard_Fillmore
+</uri>
+<string>
+Millard Fillmore
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/President_of_the_United_States
+</uri>
+<string>
+President of the United States
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Richard_Nixon
+</uri>
+<string>
+Richard Nixon
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Ronald_Reagan
+</uri>
+<string>
+Ronald Reagan
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Rutherford_B._Hayes
+</uri>
+<string>
+Rutherford B. Hayes
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Theodore_Roosevelt
+</uri>
+<string>
+Theodore Roosevelt
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Thomas_Jefferson
+</uri>
+<string>
+Thomas Jefferson
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Timeline_of_Presidents_of_the_United_States
+</uri>
+<string>
+Timeline of Presidents of the United States
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Ulysses_S._Grant
+</uri>
+<string>
+Ulysses S. Grant
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Warren_G._Harding
+</uri>
+<string>
+Warren G. Harding
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/William_Henry_Harrison
+</uri>
+<string>
+William Henry Harrison
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/William_Howard_Taft
+</uri>
+<string>
+William Howard Taft
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/William_McKinley
+</uri>
+<string>
+William McKinley
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Woodrow_Wilson
+</uri>
+<string>
+Woodrow Wilson
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Zachary_Taylor
+</uri>
+<string>
+Zachary Taylor
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/George_H._W._Bush
+</uri>
+<string>
+George H. W. Bush
+</string>
+</answer>
+</answers>
+</question>
+<question id="10">
+<string>Who/WP was/VBD the/DT wife/NN of/IN President/NNP Lincoln/NNP</string>
+<query>
+PREFIX rdfs: &lt;http://www.w3.org/2000/01/rdf-schema#&gt;
+PREFIX rdf: &lt;http://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;
+PREFIX foaf: &lt;http://xmlns.com/foaf/0.1/&gt;
+PREFIX onto: &lt;http://dbpedia.org/ontology/&gt;
+SELECT ?uri ?string
+WHERE 
+{
+	?person rdf:type onto:President .
+	?person foaf:surname 'Lincoln'@en .
+	?person onto:spouse ?uri.
+        OPTIONAL {?uri rdfs:label ?string . FILTER (lang(?string) = 'en') }
+}
+</query>
+<answers>
+<answer>
+<uri>
+http://dbpedia.org/resource/Mary_Todd_Lincoln
+</uri>
+<string>
+Mary Todd Lincoln
+</string>
+</answer>
+</answers>
+</question>
+<question id="9">
+<string>Who/WP developed/VBD the/DT video/NN game/NN World/NN of/IN Warcraft/NNP</string>
+<query>
+PREFIX rdfs: &lt;http://www.w3.org/2000/01/rdf-schema#&gt;
+PREFIX rdf: &lt;http://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;
+PREFIX onto: &lt;http://dbpedia.org/ontology/&gt;
+SELECT ?uri ?string
+WHERE 
+{
+	?subject rdf:type onto:Software .
+      	?subject rdfs:label 'World of Warcraft'@en .
+	?subject onto:developer ?uri . 
+        OPTIONAL {?uri rdfs:label ?string . FILTER (lang(?string) = 'en') }
+}
+</query>
+<answers>
+<answer>
+<uri>
+http://dbpedia.org/resource/Blizzard_Entertainment
+</uri>
+<string>
+Blizzard Entertainment
+</string>
+</answer>
+</answers>
+</question>
+<question id="29">
+<string>What/WP is/VBZ the/DT official/JJ website/NN of/IN Tom/NNP Hanks/NNP</string>
+<query>
+PREFIX rdfs: &lt;http://www.w3.org/2000/01/rdf-schema#&gt;
+PREFIX foaf: &lt;http://xmlns.com/foaf/0.1/&gt;
+SELECT ?uri
+WHERE
+{ 
+	?subject  rdfs:label 'Tom Hanks'@en .
+        ?subject foaf:homepage ?uri
+}
+</query>
+<answers>
+<answer>
+<uri>
+http://www.youtube.com/tomhankschannel
+</uri>
+</answer>
+</answers>
+</question>
+<question id="37">
+<string>List/VB all/DT episodes/NNS of/IN the/DT first/JJ season/NN of/IN the/DT HBO/NNP television/NN series/NN The/DT Sopranos/NNPS</string>
+<query>
+PREFIX rdfs: &lt;http://www.w3.org/2000/01/rdf-schema#&gt;
+PREFIX onto: &lt;http://dbpedia.org/ontology/&gt;
+PREFIX res: &lt;http://dbpedia.org/resource/&gt;
+SELECT ?uri ?string
+WHERE
+{
+	?uri onto:series res:The_Sopranos  .
+        ?uri onto:seasonNumber 1 .
+	OPTIONAL {?uri rdfs:label ?string . FILTER (lang(?string) = 'en') }
+}
+</query>
+<answers>
+<answer>
+<uri>
+http://dbpedia.org/resource/46_Long
+</uri>
+<string>
+46 Long
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/A_Hit_Is_a_Hit
+</uri>
+<string>
+A Hit Is a Hit
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Down_Neck
+</uri>
+<string>
+Down Neck
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/I_Dream_of_Jeannie_Cusamano
+</uri>
+<string>
+I Dream of Jeannie Cusamano
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Nobody_Knows_Anything
+</uri>
+<string>
+Nobody Knows Anything
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Pax_Soprana
+</uri>
+<string>
+Pax Soprana
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/The_Legend_of_Tennessee_Moltisanti
+</uri>
+<string>
+The Legend of Tennessee Moltisanti
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Isabella_%28The_Sopranos%29
+</uri>
+<string>
+Isabella (The Sopranos)
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Denial,_Anger,_Acceptance
+</uri>
+<string>
+Denial, Anger, Acceptance
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Meadowlands_%28The_Sopranos%29
+</uri>
+<string>
+Meadowlands (The Sopranos)
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/The_Sopranos_%28episode%29
+</uri>
+<string>
+The Sopranos (episode)
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Boca_%28The_Sopranos%29
+</uri>
+<string>
+Boca (The Sopranos)
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/College_%28The_Sopranos%29
+</uri>
+<string>
+College (The Sopranos)
+</string>
+</answer>
+</answers>
+</question>
+<question id="31">
+<string>Who/WP produced/VBD the/DT most/JJS films/NNS</string>
+<query>
+PREFIX rdfs: &lt;http://www.w3.org/2000/01/rdf-schema#&gt;
+PREFIX rdf: &lt;http://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;
+PREFIX onto: &lt;http://dbpedia.org/ontology/&gt;
+SELECT ?uri ?string
+WHERE 
+{
+	?film rdf:type onto:Film .
+        ?film onto:producer ?uri .
+        OPTIONAL {?uri rdfs:label ?string . FILTER (lang(?string) = 'en') }
+} ORDER BY DESC(COUNT(?film)) LIMIT 1
+</query>
+<answers>
+<answer>
+<uri>
+http://dbpedia.org/resource/Hal_Roach
+</uri>
+<string>
+Hal Roach
+</string>
+</answer>
+</answers>
+</question>
+<question id="8">
+<string>Which/WDT people/NNS have/VBP as/IN their/PRP$ given/VBN name/NN Jimmy/NNP</string>
+<query>
+PREFIX rdfs: &lt;http://www.w3.org/2000/01/rdf-schema#&gt;
+PREFIX rdf: &lt;http://www.w3.org/1999/02/22-rdf-syntax-ns#&gt;
+PREFIX foaf: &lt;http://xmlns.com/foaf/0.1/&gt;
+SELECT DISTINCT ?uri ?string
+WHERE 
+{
+	?uri rdf:type foaf:Person.       
+        ?uri foaf:givenName 'Jimmy'@en   .
+        OPTIONAL {?uri rdfs:label ?string . FILTER (lang(?string) = 'en') }
+}
+</query>
+<answers>
+<answer>
+<uri>
+http://dbpedia.org/resource/Jimmy_Fricke
+</uri>
+<string>
+Jimmy Fricke
+</string>
+</answer>
+<answer>
+<uri>
+http://dbpedia.org/resource/Jimmy_Casella
+</uri>
+<string>...
 
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