diff --git a/ADD_A_COUNTRY.md b/ADD_A_COUNTRY.md
index f8662952ec9..df1c2998330 100644
--- a/ADD_A_COUNTRY.md
+++ b/ADD_A_COUNTRY.md
@@ -56,7 +56,10 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul,sv" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  OPTIONAL { ?org rdfs:label ?orgLabelSv FILTER(LANG(?orgLabelSv) = "sv") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, ?orgLabelSv, STR(?org)) AS ?orgLabel)
 }
 ORDER BY ?type ?orgLabel
 ```
@@ -108,7 +111,10 @@ These values are all of the various "instance of"/types the various government o
 
 
 ```sparql
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul,sv" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  OPTIONAL { ?org rdfs:label ?orgLabelSv FILTER(LANG(?orgLabelSv) = "sv") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, ?orgLabelSv, STR(?org)) AS ?orgLabel)
 ```
 
 All government organizations in a country might not have a name in English and therefore one should configure one or more fallback languages. In the example above Swedish is set as a fallback language.
@@ -173,13 +179,23 @@ WHERE {
     ?wikipedia schema:about ?uri ;
                schema:isPartOf <https://en.wikipedia.org/> .
   }
-  SERVICE wikibase:label {
-    # this might need to be updated when new countries are added
-    bd:serviceParam wikibase:language "en,mul,sv,de" .
-    ?headOfState rdfs:label ?headOfStateLabel .
-    ?headOfGov rdfs:label ?headOfGovLabel .
-    ?typeOfGov rdfs:label ?typeOfGovLabel .
-  }
+  OPTIONAL { ?headOfState rdfs:label ?headOfStateLabelEn FILTER(LANG(?headOfStateLabelEn) = "en") }
+  OPTIONAL { ?headOfState rdfs:label ?headOfStateLabelMul FILTER(LANG(?headOfStateLabelMul) = "mul") }
+  OPTIONAL { ?headOfState rdfs:label ?headOfStateLabelSv FILTER(LANG(?headOfStateLabelSv) = "sv") }
+  OPTIONAL { ?headOfState rdfs:label ?headOfStateLabelDe FILTER(LANG(?headOfStateLabelDe) = "de") }
+  BIND(COALESCE(?headOfStateLabelEn, ?headOfStateLabelMul, ?headOfStateLabelSv, ?headOfStateLabelDe) AS ?headOfStateLabel)
+
+  OPTIONAL { ?headOfGov rdfs:label ?headOfGovLabelEn FILTER(LANG(?headOfGovLabelEn) = "en") }
+  OPTIONAL { ?headOfGov rdfs:label ?headOfGovLabelMul FILTER(LANG(?headOfGovLabelMul) = "mul") }
+  OPTIONAL { ?headOfGov rdfs:label ?headOfGovLabelSv FILTER(LANG(?headOfGovLabelSv) = "sv") }
+  OPTIONAL { ?headOfGov rdfs:label ?headOfGovLabelDe FILTER(LANG(?headOfGovLabelDe) = "de") }
+  BIND(COALESCE(?headOfGovLabelEn, ?headOfGovLabelMul, ?headOfGovLabelSv, ?headOfGovLabelDe) AS ?headOfGovLabel)
+
+  OPTIONAL { ?typeOfGov rdfs:label ?typeOfGovLabelEn FILTER(LANG(?typeOfGovLabelEn) = "en") }
+  OPTIONAL { ?typeOfGov rdfs:label ?typeOfGovLabelMul FILTER(LANG(?typeOfGovLabelMul) = "mul") }
+  OPTIONAL { ?typeOfGov rdfs:label ?typeOfGovLabelSv FILTER(LANG(?typeOfGovLabelSv) = "sv") }
+  OPTIONAL { ?typeOfGov rdfs:label ?typeOfGovLabelDe FILTER(LANG(?typeOfGovLabelDe) = "de") }
+  BIND(COALESCE(?typeOfGovLabelEn, ?typeOfGovLabelMul, ?typeOfGovLabelSv, ?typeOfGovLabelDe) AS ?typeOfGovLabel)
 }
 GROUP BY ?uri ?name ?safeName ?description ?parts ?headOfGovLabel ?headOfStateLabel ?geoshape ?wikipedia
 ORDER BY ?name
diff --git a/queries/account-data.rq b/queries/account-data.rq
index 83938e514f9..71eb3e91a88 100644
--- a/queries/account-data.rq
+++ b/queries/account-data.rq
@@ -21,7 +21,9 @@ WHERE {
 
   BIND(IRI(REPLACE(?formatter, '\\$1', ?value)) AS ?url)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul" }
+  OPTIONAL { ?platform rdfs:label ?platformLabelEn FILTER(LANG(?platformLabelEn) = "en") }
+  OPTIONAL { ?platform rdfs:label ?platformLabelMul FILTER(LANG(?platformLabelMul) = "mul") }
+  BIND(COALESCE(?platformLabelEn, ?platformLabelMul, STR(?platform)) AS ?platformLabel)
 }
 # we order by property to ensure a consistent order, we use the URI as its incremental ID is the best indication of "importance" we have
 ORDER BY ?property
diff --git a/queries/countries.rq b/queries/countries.rq
index c6b8b3a5637..bb0f6026eb1 100644
--- a/queries/countries.rq
+++ b/queries/countries.rq
@@ -4,8 +4,8 @@ SELECT
   ?safeName
   ?description
   ?parts
-  (SAMPLE(?website) AS ?website)
-  (SAMPLE(?nativeLabel) AS ?nativeLabel)
+  (SAMPLE(?website_) AS ?website)
+  (SAMPLE(?nativeLabel_) AS ?nativeLabel)
   (GROUP_CONCAT(DISTINCT ?typeOfGovLabel; separator=",") AS ?typeOfGovList)
   ?headOfStateLabel
   ?headOfGovLabel
@@ -59,42 +59,54 @@ WHERE {
 
     (wd:Q145 'United Kingdom' 'united-kingdom' 'Current content includes ministerial departments.' 'Scotland|scotland')
     (wd:Q22 'Scotland' 'united-kingdom/scotland' 'Current content includes executive agencies, executive non-departmental public bodies, advisory non-departmental public bodies, non-ministerial offices,local authorities, NHS boards, courts, public corporations, tribunals, parole boards, King\'s printer, commissioners, ombudsmen, Health and social care partnerships and government of Scotland.' '')
-
+    
     (wd:Q30 'United States' 'united-states' 'Current content includes departments, Executive Office of the President, legislative branch agencies, interstate compacts for low-level radioactive waste and energy, offices of small and disadvantaged business utilization, representations, consulates, consulate generals and embassies.' 'New York|new-york,North Carolina|north-carolina')
     (wd:Q1454 'North Carolina' 'united-states/north-carolina' 'Current content includes the general assembly, cabinet, council of state, counties, county election boards, state agencies, supreme and appellate courts.' '')
     (wd:Q1384 'New York' 'united-states/new-york' 'Current content includes state agencies and counties.' '')
-
+  
   }
 
+  OPTIONAL { ?uri wdt:P3896 ?geoshape . }
+  OPTIONAL { ?wikipedia schema:about ?uri ; schema:isPartOf <https://en.wikipedia.org/> . }
+  
   OPTIONAL {
-    ?uri wdt:P856 ?website .
-    ?uri wdt:P37 ?lang .
-    OPTIONAL {
-      ?uri p:P856 ?ws .
-      ?ws pq:P407 ?language .
-      FILTER (?language IN  (?lang, wd:Q1860 ))
-    }
+    ?uri wdt:P856 ?website_ .
+    ?uri p:P856 [ ps:P856 ?website_; pq:P407 ?language ] .
+    FILTER (?language IN (wd:Q1860, wdt:P37))
+  }
+
+  OPTIONAL { 
+    ?uri wdt:P1705 ?nativeLabel_ . 
+    ?uri wdt:P37/wdt:P424 ?langCode . 
+    FILTER(LANG(?nativeLabel_) = ?langCode) 
   }
-  OPTIONAL { ?uri wdt:P35 ?headOfState }
-  OPTIONAL { ?uri wdt:P6 ?headOfGov }
-  OPTIONAL { ?uri wdt:P122 ?typeOfGov }
-  OPTIONAL { ?uri wdt:P1705 ?nativeLabel . ?lang wdt:P424 ?langCode . FILTER(LANG(?nativeLabel)=?langCode) }
 
   OPTIONAL {
-    ?uri wdt:P3896 ?geoshape .
+    ?uri wdt:P35 ?headOfState .
+    OPTIONAL { ?headOfState rdfs:label ?hos_en FILTER(LANG(?hos_en) = "en") }
+    OPTIONAL { ?headOfState rdfs:label ?hos_sv FILTER(LANG(?hos_sv) = "sv") }
+    OPTIONAL { ?headOfState rdfs:label ?hos_de FILTER(LANG(?hos_de) = "de") }
+    OPTIONAL { ?headOfState rdfs:label ?hos_mul FILTER(LANG(?hos_mul) = "mul") }
+    BIND(COALESCE(?hos_en, ?hos_sv, ?hos_de, ?hos_mul, STR(?headOfState)) AS ?headOfStateLabel)
   }
 
   OPTIONAL {
-    ?wikipedia schema:about ?uri ;
-               schema:isPartOf <https://en.wikipedia.org/> .
+    ?uri wdt:P6 ?headOfGov .
+    OPTIONAL { ?headOfGov rdfs:label ?hog_en FILTER(LANG(?hog_en) = "en") }
+    OPTIONAL { ?headOfGov rdfs:label ?hog_sv FILTER(LANG(?hog_sv) = "sv") }
+    OPTIONAL { ?headOfGov rdfs:label ?hog_de FILTER(LANG(?hog_de) = "de") }
+    OPTIONAL { ?headOfGov rdfs:label ?hog_mul FILTER(LANG(?hog_mul) = "mul") }
+    BIND(COALESCE(?hog_en, ?hog_sv, ?hog_de, ?hog_mul, STR(?headOfGov)) AS ?headOfGovLabel)
   }
-  SERVICE wikibase:label {
-    # this might need to be updated when new countries are added
-    bd:serviceParam wikibase:language "en,sv,de,mul" .
-    ?headOfState rdfs:label ?headOfStateLabel .
-    ?headOfGov rdfs:label ?headOfGovLabel .
-    ?typeOfGov rdfs:label ?typeOfGovLabel .
+
+  OPTIONAL {
+    ?uri wdt:P122 ?typeOfGov .
+    OPTIONAL { ?typeOfGov rdfs:label ?tog_en FILTER(LANG(?tog_en) = "en") }
+    OPTIONAL { ?typeOfGov rdfs:label ?tog_sv FILTER(LANG(?tog_sv) = "sv") }
+    OPTIONAL { ?typeOfGov rdfs:label ?tog_de FILTER(LANG(?tog_de) = "de") }
+    OPTIONAL { ?typeOfGov rdfs:label ?tog_mul FILTER(LANG(?tog_mul) = "mul") }
+    BIND(COALESCE(?tog_en, ?tog_sv, ?tog_de, ?tog_mul, STR(?typeOfGov)) AS ?typeOfGovLabel)
   }
 }
 GROUP BY ?uri ?name ?safeName ?description ?parts ?headOfGovLabel ?headOfStateLabel ?geoshape ?wikipedia
-ORDER BY ?name
+ORDER BY ?name
\ No newline at end of file
diff --git a/queries/generators/austria.rq b/queries/generators/austria.rq
index 45a077ce190..6d207c23481 100644
--- a/queries/generators/austria.rq
+++ b/queries/generators/austria.rq
@@ -35,6 +35,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,de,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelDe FILTER(LANG(?orgLabelDe) = "de") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelDe, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescDe FILTER(LANG(?orgDescDe) = "de") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescDe, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelDe FILTER(LANG(?typeLabelDe) = "de") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelDe, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/bangladesh.rq b/queries/generators/bangladesh.rq
index 4a2fb0a2ac7..2ae09957c14 100644
--- a/queries/generators/bangladesh.rq
+++ b/queries/generators/bangladesh.rq
@@ -36,6 +36,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul,bn" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  OPTIONAL { ?org rdfs:label ?orgLabelBn FILTER(LANG(?orgLabelBn) = "bn") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, ?orgLabelBn, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  OPTIONAL { ?org schema:description ?orgDescBn FILTER(LANG(?orgDescBn) = "bn") }
+  BIND(COALESCE(?orgDescEn, ?orgDescMul, ?orgDescBn) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  OPTIONAL { ?type rdfs:label ?typeLabelBn FILTER(LANG(?typeLabelBn) = "bn") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, ?typeLabelBn, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?typeLabel ?orgLabel
diff --git a/queries/generators/belgium.rq b/queries/generators/belgium.rq
index 7e8d7fe9587..142f1bd8d31 100644
--- a/queries/generators/belgium.rq
+++ b/queries/generators/belgium.rq
@@ -47,6 +47,25 @@ UNION
   
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul,nl,fr,de" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  OPTIONAL { ?org rdfs:label ?orgLabelNl FILTER(LANG(?orgLabelNl) = "nl") }
+  OPTIONAL { ?org rdfs:label ?orgLabelFr FILTER(LANG(?orgLabelFr) = "fr") }
+  OPTIONAL { ?org rdfs:label ?orgLabelDe FILTER(LANG(?orgLabelDe) = "de") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, ?orgLabelNl, ?orgLabelFr, ?orgLabelDe, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  OPTIONAL { ?org schema:description ?orgDescNl FILTER(LANG(?orgDescNl) = "nl") }
+  OPTIONAL { ?org schema:description ?orgDescFr FILTER(LANG(?orgDescFr) = "fr") }
+  OPTIONAL { ?org schema:description ?orgDescDe FILTER(LANG(?orgDescDe) = "de") }
+  BIND(COALESCE(?orgDescEn, ?orgDescMul, ?orgDescNl, ?orgDescFr, ?orgDescDe) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  OPTIONAL { ?type rdfs:label ?typeLabelNl FILTER(LANG(?typeLabelNl) = "nl") }
+  OPTIONAL { ?type rdfs:label ?typeLabelFr FILTER(LANG(?typeLabelFr) = "fr") }
+  OPTIONAL { ?type rdfs:label ?typeLabelDe FILTER(LANG(?typeLabelDe) = "de") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, ?typeLabelNl, ?typeLabelFr, ?typeLabelDe, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?typeLabel ?orgLabel
diff --git a/queries/generators/bermuda.rq b/queries/generators/bermuda.rq
index 44ba594fd09..3e63b648166 100644
--- a/queries/generators/bermuda.rq
+++ b/queries/generators/bermuda.rq
@@ -23,6 +23,16 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/bulgaria.rq b/queries/generators/bulgaria.rq
index 3c934c216ee..7fd2485653e 100644
--- a/queries/generators/bulgaria.rq
+++ b/queries/generators/bulgaria.rq
@@ -34,6 +34,20 @@ WHERE {
   MINUS { ?org wdt:P576 [] }
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul,bg". }
+
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  OPTIONAL { ?org rdfs:label ?orgLabelBg FILTER(LANG(?orgLabelBg) = "bg") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, ?orgLabelBg, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  OPTIONAL { ?org schema:description ?orgDescBg FILTER(LANG(?orgDescBg) = "bg") }
+  BIND(COALESCE(?orgDescEn, ?orgDescMul, ?orgDescBg) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  OPTIONAL { ?type rdfs:label ?typeLabelBg FILTER(LANG(?typeLabelBg) = "bg") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, ?typeLabelBg, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/cameroon.rq b/queries/generators/cameroon.rq
index 04a29835a2d..0c53f6178d4 100644
--- a/queries/generators/cameroon.rq
+++ b/queries/generators/cameroon.rq
@@ -20,6 +20,20 @@ WHERE {
   MINUS { ?org wdt:P576 [] }
   MINUS { ?org wdt:P1366 [] }
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,fr,mul" }
+
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelFr FILTER(LANG(?orgLabelFr) = "fr") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelFr, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescFr FILTER(LANG(?orgDescFr) = "fr") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescFr, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelFr FILTER(LANG(?typeLabelFr) = "fr") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelFr, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
\ No newline at end of file
diff --git a/queries/generators/canada.rq b/queries/generators/canada.rq
index 04d4df98992..02af2b675bd 100644
--- a/queries/generators/canada.rq
+++ b/queries/generators/canada.rq
@@ -24,6 +24,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,fr,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelFr FILTER(LANG(?orgLabelFr) = "fr") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelFr, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescFr FILTER(LANG(?orgDescFr) = "fr") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescFr, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelFr FILTER(LANG(?typeLabelFr) = "fr") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelFr, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/chile.rq b/queries/generators/chile.rq
index dc2b99e7635..f6b69eb8d25 100644
--- a/queries/generators/chile.rq
+++ b/queries/generators/chile.rq
@@ -37,6 +37,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul,es". }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  OPTIONAL { ?org rdfs:label ?orgLabelEs FILTER(LANG(?orgLabelEs) = "es") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, ?orgLabelEs, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  OPTIONAL { ?org schema:description ?orgDescEs FILTER(LANG(?orgDescEs) = "es") }
+  BIND(COALESCE(?orgDescEn, ?orgDescMul, ?orgDescEs) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  OPTIONAL { ?type rdfs:label ?typeLabelEs FILTER(LANG(?typeLabelEs) = "es") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, ?typeLabelEs, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/cuba.rq b/queries/generators/cuba.rq
index 029d769499f..640997a9022 100644
--- a/queries/generators/cuba.rq
+++ b/queries/generators/cuba.rq
@@ -23,6 +23,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,es,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelEs FILTER(LANG(?orgLabelEs) = "es") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelEs, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescEs FILTER(LANG(?orgDescEs) = "es") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescEs, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelEs FILTER(LANG(?typeLabelEs) = "es") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelEs, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/cyprus.rq b/queries/generators/cyprus.rq
index 60589b58b02..a62ee337715 100644
--- a/queries/generators/cyprus.rq
+++ b/queries/generators/cyprus.rq
@@ -27,6 +27,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul,el" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  OPTIONAL { ?org rdfs:label ?orgLabelEl FILTER(LANG(?orgLabelEl) = "el") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, ?orgLabelEl, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  OPTIONAL { ?org schema:description ?orgDescEl FILTER(LANG(?orgDescEl) = "el") }
+  BIND(COALESCE(?orgDescEn, ?orgDescMul, ?orgDescEl) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  OPTIONAL { ?type rdfs:label ?typeLabelEl FILTER(LANG(?typeLabelEl) = "el") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, ?typeLabelEl, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
\ No newline at end of file
diff --git a/queries/generators/czech-republic.rq b/queries/generators/czech-republic.rq
index 31655c4c67d..427ab1de6d8 100644
--- a/queries/generators/czech-republic.rq
+++ b/queries/generators/czech-republic.rq
@@ -24,6 +24,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,cs,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelCs FILTER(LANG(?orgLabelCs) = "cs") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelCs, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescCs FILTER(LANG(?orgDescCs) = "cs") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescCs, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelCs FILTER(LANG(?typeLabelCs) = "cs") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelCs, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/denmark.rq b/queries/generators/denmark.rq
index 8dc94c78ac2..c5bed0d6c28 100644
--- a/queries/generators/denmark.rq
+++ b/queries/generators/denmark.rq
@@ -32,6 +32,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,da,mul". }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelDa FILTER(LANG(?orgLabelDa) = "da") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelDa, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescDa FILTER(LANG(?orgDescDa) = "da") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescDa, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelDa FILTER(LANG(?typeLabelDa) = "da") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelDa, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?topic
diff --git a/queries/generators/east-timor.rq b/queries/generators/east-timor.rq
index 25cb2264226..db283737040 100644
--- a/queries/generators/east-timor.rq
+++ b/queries/generators/east-timor.rq
@@ -25,6 +25,22 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,pt,tet,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelPt FILTER(LANG(?orgLabelPt) = "pt") }
+  OPTIONAL { ?org rdfs:label ?orgLabelTet FILTER(LANG(?orgLabelTet) = "tet") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelPt, ?orgLabelTet, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescPt FILTER(LANG(?orgDescPt) = "pt") }
+  OPTIONAL { ?org schema:description ?orgDescTet FILTER(LANG(?orgDescTet) = "tet") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescPt, ?orgDescTet, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelPt FILTER(LANG(?typeLabelPt) = "pt") }
+  OPTIONAL { ?type rdfs:label ?typeLabelTet FILTER(LANG(?typeLabelTet) = "tet") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelPt, ?typeLabelTet, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/eswatini.rq b/queries/generators/eswatini.rq
index 6a12c98979a..6529353d370 100644
--- a/queries/generators/eswatini.rq
+++ b/queries/generators/eswatini.rq
@@ -34,6 +34,16 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/european-union.rq b/queries/generators/european-union.rq
index 0bd577bce80..568024b39e5 100644
--- a/queries/generators/european-union.rq
+++ b/queries/generators/european-union.rq
@@ -28,6 +28,16 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/finland.rq b/queries/generators/finland.rq
index 6b4524c89c3..0657a4dade6 100644
--- a/queries/generators/finland.rq
+++ b/queries/generators/finland.rq
@@ -32,6 +32,22 @@ UNION
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,fi,sv,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelFi FILTER(LANG(?orgLabelFi) = "fi") }
+  OPTIONAL { ?org rdfs:label ?orgLabelSv FILTER(LANG(?orgLabelSv) = "sv") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelFi, ?orgLabelSv, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescFi FILTER(LANG(?orgDescFi) = "fi") }
+  OPTIONAL { ?org schema:description ?orgDescSv FILTER(LANG(?orgDescSv) = "sv") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescFi, ?orgDescSv, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelFi FILTER(LANG(?typeLabelFi) = "fi") }
+  OPTIONAL { ?type rdfs:label ?typeLabelSv FILTER(LANG(?typeLabelSv) = "sv") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelFi, ?typeLabelSv, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/germany.rq b/queries/generators/germany.rq
index e79ebac6a6a..00d0d7dfb22 100644
--- a/queries/generators/germany.rq
+++ b/queries/generators/germany.rq
@@ -43,6 +43,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,de,mul". }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelDe FILTER(LANG(?orgLabelDe) = "de") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelDe, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescDe FILTER(LANG(?orgDescDe) = "de") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescDe, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelDe FILTER(LANG(?typeLabelDe) = "de") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelDe, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?topic
diff --git a/queries/generators/ghana.rq b/queries/generators/ghana.rq
index 96f237198b9..6862b458ec7 100644
--- a/queries/generators/ghana.rq
+++ b/queries/generators/ghana.rq
@@ -30,6 +30,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,ak,mul". }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelAk FILTER(LANG(?orgLabelAk) = "ak") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelAk, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescAk FILTER(LANG(?orgDescAk) = "ak") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescAk, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelAk FILTER(LANG(?typeLabelAk) = "ak") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelAk, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?topic
diff --git a/queries/generators/greenland.rq b/queries/generators/greenland.rq
index 550b39414fe..cc10493ae01 100644
--- a/queries/generators/greenland.rq
+++ b/queries/generators/greenland.rq
@@ -28,6 +28,22 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,kl,da,mul". }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelKl FILTER(LANG(?orgLabelKl) = "kl") }
+  OPTIONAL { ?org rdfs:label ?orgLabelDa FILTER(LANG(?orgLabelDa) = "da") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelKl, ?orgLabelDa, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescKl FILTER(LANG(?orgDescKl) = "kl") }
+  OPTIONAL { ?org schema:description ?orgDescDa FILTER(LANG(?orgDescDa) = "da") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescKl, ?orgDescDa, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelKl FILTER(LANG(?typeLabelKl) = "kl") }
+  OPTIONAL { ?type rdfs:label ?typeLabelDa FILTER(LANG(?typeLabelDa) = "da") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelKl, ?typeLabelDa, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?topic
diff --git a/queries/generators/iceland.rq b/queries/generators/iceland.rq
index 26db1ac5058..fd31fef1ca2 100644
--- a/queries/generators/iceland.rq
+++ b/queries/generators/iceland.rq
@@ -24,6 +24,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,is,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelIs FILTER(LANG(?orgLabelIs) = "is") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelIs, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionIs FILTER(LANG(?orgDescriptionIs) = "is") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionIs, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelIs FILTER(LANG(?typeLabelIs) = "is") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelIs, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/india.rq b/queries/generators/india.rq
index 2627c17fcfb..55b985233a1 100644
--- a/queries/generators/india.rq
+++ b/queries/generators/india.rq
@@ -28,6 +28,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,hi,mul". }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelHi FILTER(LANG(?orgLabelHi) = "hi") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelHi, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionHi FILTER(LANG(?orgDescriptionHi) = "hi") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionHi, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelHi FILTER(LANG(?typeLabelHi) = "hi") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelHi, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?topic
diff --git a/queries/generators/indonesia.rq b/queries/generators/indonesia.rq
index 0f2ee4d4b8b..b465ba39b66 100644
--- a/queries/generators/indonesia.rq
+++ b/queries/generators/indonesia.rq
@@ -40,6 +40,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,id,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelId FILTER(LANG(?orgLabelId) = "id") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelId, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescId FILTER(LANG(?orgDescId) = "id") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescId, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelId FILTER(LANG(?typeLabelId) = "id") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelId, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/ireland.rq b/queries/generators/ireland.rq
index 72619efaccd..6012fc335e0 100644
--- a/queries/generators/ireland.rq
+++ b/queries/generators/ireland.rq
@@ -33,6 +33,19 @@ UNION
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,ga,mul". }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelGa FILTER(LANG(?orgLabelGa) = "ga") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelGa, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescGa FILTER(LANG(?orgDescGa) = "ga") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescGa, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelGa FILTER(LANG(?typeLabelGa) = "ga") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelGa, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?topic
\ No newline at end of file
diff --git a/queries/generators/japan.rq b/queries/generators/japan.rq
index 7194f9b404a..eb3dd361891 100644
--- a/queries/generators/japan.rq
+++ b/queries/generators/japan.rq
@@ -28,6 +28,19 @@ UNION
   
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul,ja" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  OPTIONAL { ?org rdfs:label ?orgLabelJa FILTER(LANG(?orgLabelJa) = "ja") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, ?orgLabelJa, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  OPTIONAL { ?org schema:description ?orgDescriptionJa FILTER(LANG(?orgDescriptionJa) = "ja") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionMul, ?orgDescriptionJa) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  OPTIONAL { ?type rdfs:label ?typeLabelJa FILTER(LANG(?typeLabelJa) = "ja") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, ?typeLabelJa, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?typeLabel ?orgLabel
\ No newline at end of file
diff --git a/queries/generators/latvia.rq b/queries/generators/latvia.rq
index ad65f872c7b..8cc5aa5f4aa 100644
--- a/queries/generators/latvia.rq
+++ b/queries/generators/latvia.rq
@@ -32,6 +32,20 @@ WHERE { BIND(wd:Q211 AS ?country)
     MINUS { ?cofog wdt:P279 [] }
   }
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,lv,mul". }
+
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelLv FILTER(LANG(?orgLabelLv) = "lv") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelLv, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionLv FILTER(LANG(?orgDescriptionLv) = "lv") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionLv, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelLv FILTER(LANG(?typeLabelLv) = "lv") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelLv, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?topic
diff --git a/queries/generators/luxembourg.rq b/queries/generators/luxembourg.rq
index a5a083110f2..70cfdfb6013 100644
--- a/queries/generators/luxembourg.rq
+++ b/queries/generators/luxembourg.rq
@@ -37,6 +37,25 @@ WHERE {
   
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,lb,de,fr,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelLb FILTER(LANG(?orgLabelLb) = "lb") }
+  OPTIONAL { ?org rdfs:label ?orgLabelDe FILTER(LANG(?orgLabelDe) = "de") }
+  OPTIONAL { ?org rdfs:label ?orgLabelFr FILTER(LANG(?orgLabelFr) = "fr") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelLb, ?orgLabelDe, ?orgLabelFr, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionLb FILTER(LANG(?orgDescriptionLb) = "lb") }
+  OPTIONAL { ?org schema:description ?orgDescriptionDe FILTER(LANG(?orgDescriptionDe) = "de") }
+  OPTIONAL { ?org schema:description ?orgDescriptionFr FILTER(LANG(?orgDescriptionFr) = "fr") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionLb, ?orgDescriptionDe, ?orgDescriptionFr, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelLb FILTER(LANG(?typeLabelLb) = "lb") }
+  OPTIONAL { ?type rdfs:label ?typeLabelDe FILTER(LANG(?typeLabelDe) = "de") }
+  OPTIONAL { ?type rdfs:label ?typeLabelFr FILTER(LANG(?typeLabelFr) = "fr") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelLb, ?typeLabelDe, ?typeLabelFr, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/malaysia.rq b/queries/generators/malaysia.rq
index 36bba683ebb..f19cb09e92e 100644
--- a/queries/generators/malaysia.rq
+++ b/queries/generators/malaysia.rq
@@ -24,6 +24,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,ms,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMs FILTER(LANG(?orgLabelMs) = "ms") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMs, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMs FILTER(LANG(?orgDescriptionMs) = "ms") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionMs, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMs FILTER(LANG(?typeLabelMs) = "ms") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMs, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/malta.rq b/queries/generators/malta.rq
index 329f35a27e3..d9cb34fbdae 100644
--- a/queries/generators/malta.rq
+++ b/queries/generators/malta.rq
@@ -22,6 +22,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mt,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMt FILTER(LANG(?orgLabelMt) = "mt") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMt, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMt FILTER(LANG(?orgDescriptionMt) = "mt") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionMt, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMt FILTER(LANG(?typeLabelMt) = "mt") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMt, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/morocco.rq b/queries/generators/morocco.rq
index ea61c00c780..50e755995a4 100644
--- a/queries/generators/morocco.rq
+++ b/queries/generators/morocco.rq
@@ -33,6 +33,25 @@ WHERE {
   
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,fr,ar,zgh,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelFr FILTER(LANG(?orgLabelFr) = "fr") }
+  OPTIONAL { ?org rdfs:label ?orgLabelAr FILTER(LANG(?orgLabelAr) = "ar") }
+  OPTIONAL { ?org rdfs:label ?orgLabelZgh FILTER(LANG(?orgLabelZgh) = "zgh") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelFr, ?orgLabelAr, ?orgLabelZgh, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionFr FILTER(LANG(?orgDescriptionFr) = "fr") }
+  OPTIONAL { ?org schema:description ?orgDescriptionAr FILTER(LANG(?orgDescriptionAr) = "ar") }
+  OPTIONAL { ?org schema:description ?orgDescriptionZgh FILTER(LANG(?orgDescriptionZgh) = "zgh") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionFr, ?orgDescriptionAr, ?orgDescriptionZgh, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelFr FILTER(LANG(?typeLabelFr) = "fr") }
+  OPTIONAL { ?type rdfs:label ?typeLabelAr FILTER(LANG(?typeLabelAr) = "ar") }
+  OPTIONAL { ?type rdfs:label ?typeLabelZgh FILTER(LANG(?typeLabelZgh) = "zgh") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelFr, ?typeLabelAr, ?typeLabelZgh, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/nepal.rq b/queries/generators/nepal.rq
index 410bd2e9711..266b155e70b 100644
--- a/queries/generators/nepal.rq
+++ b/queries/generators/nepal.rq
@@ -25,6 +25,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,ne,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelNe FILTER(LANG(?orgLabelNe) = "ne") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelNe, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionNe FILTER(LANG(?orgDescriptionNe) = "ne") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionNe, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelNe FILTER(LANG(?typeLabelNe) = "ne") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelNe, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/netherlands.rq b/queries/generators/netherlands.rq
index d2014553814..e6508d7288f 100644
--- a/queries/generators/netherlands.rq
+++ b/queries/generators/netherlands.rq
@@ -64,6 +64,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,nl,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelNl FILTER(LANG(?orgLabelNl) = "nl") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelNl, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionNl FILTER(LANG(?orgDescriptionNl) = "nl") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionNl, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelNl FILTER(LANG(?typeLabelNl) = "nl") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelNl, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?typeLabel ?orgLabel
diff --git a/queries/generators/new-zealand.rq b/queries/generators/new-zealand.rq
index 77c87e0b5fb..9ac09d37362 100644
--- a/queries/generators/new-zealand.rq
+++ b/queries/generators/new-zealand.rq
@@ -35,7 +35,20 @@ WHERE {
     MINUS { ?cofog wdt:P279 [] }
   }
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mi,mul" }
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMi FILTER(LANG(?orgLabelMi) = "mi") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMi, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMi FILTER(LANG(?orgDescriptionMi) = "mi") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionMi, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMi FILTER(LANG(?typeLabelMi) = "mi") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMi, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 } ORDER BY ?typeLabel
diff --git a/queries/generators/norway.rq b/queries/generators/norway.rq
index eb364a53b0a..6c5519a7e3c 100644
--- a/queries/generators/norway.rq
+++ b/queries/generators/norway.rq
@@ -51,6 +51,25 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,nb,no,nn,mul". }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelNb FILTER(LANG(?orgLabelNb) = "nb") }
+  OPTIONAL { ?org rdfs:label ?orgLabelNo FILTER(LANG(?orgLabelNo) = "no") }
+  OPTIONAL { ?org rdfs:label ?orgLabelNn FILTER(LANG(?orgLabelNn) = "nn") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelNb, ?orgLabelNo, ?orgLabelNn, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionNb FILTER(LANG(?orgDescriptionNb) = "nb") }
+  OPTIONAL { ?org schema:description ?orgDescriptionNo FILTER(LANG(?orgDescriptionNo) = "no") }
+  OPTIONAL { ?org schema:description ?orgDescriptionNn FILTER(LANG(?orgDescriptionNn) = "nn") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionNb, ?orgDescriptionNo, ?orgDescriptionNn, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelNb FILTER(LANG(?typeLabelNb) = "nb") }
+  OPTIONAL { ?type rdfs:label ?typeLabelNo FILTER(LANG(?typeLabelNo) = "no") }
+  OPTIONAL { ?type rdfs:label ?typeLabelNn FILTER(LANG(?typeLabelNn) = "nn") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelNb, ?typeLabelNo, ?typeLabelNn, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?topic
diff --git a/queries/generators/peru.rq b/queries/generators/peru.rq
index db7fa41a470..ca4abd36097 100644
--- a/queries/generators/peru.rq
+++ b/queries/generators/peru.rq
@@ -18,6 +18,25 @@ WHERE {
   MINUS { ?org wdt:P1366 [] }
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,es,qu,ay,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelEs FILTER(LANG(?orgLabelEs) = "es") }
+  OPTIONAL { ?org rdfs:label ?orgLabelQu FILTER(LANG(?orgLabelQu) = "qu") }
+  OPTIONAL { ?org rdfs:label ?orgLabelAy FILTER(LANG(?orgLabelAy) = "ay") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelEs, ?orgLabelQu, ?orgLabelAy, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionEs FILTER(LANG(?orgDescriptionEs) = "es") }
+  OPTIONAL { ?org schema:description ?orgDescriptionQu FILTER(LANG(?orgDescriptionQu) = "qu") }
+  OPTIONAL { ?org schema:description ?orgDescriptionAy FILTER(LANG(?orgDescriptionAy) = "ay") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionEs, ?orgDescriptionQu, ?orgDescriptionAy, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelEs FILTER(LANG(?typeLabelEs) = "es") }
+  OPTIONAL { ?type rdfs:label ?typeLabelQu FILTER(LANG(?typeLabelQu) = "qu") }
+  OPTIONAL { ?type rdfs:label ?typeLabelAy FILTER(LANG(?typeLabelAy) = "ay") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelEs, ?typeLabelQu, ?typeLabelAy, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/philippines.rq b/queries/generators/philippines.rq
index 1b884270b39..e73549f1339 100644
--- a/queries/generators/philippines.rq
+++ b/queries/generators/philippines.rq
@@ -27,6 +27,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,tl,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelTl FILTER(LANG(?orgLabelTl) = "tl") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelTl, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionTl FILTER(LANG(?orgDescriptionTl) = "tl") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionTl, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelTl FILTER(LANG(?typeLabelTl) = "tl") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelTl, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/portugal.rq b/queries/generators/portugal.rq
index 3d33e68e30b..da45f088cd4 100644
--- a/queries/generators/portugal.rq
+++ b/queries/generators/portugal.rq
@@ -33,6 +33,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,pt,mul". }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelPt FILTER(LANG(?orgLabelPt) = "pt") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelPt, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionPt FILTER(LANG(?orgDescriptionPt) = "pt") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionPt, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelPt FILTER(LANG(?typeLabelPt) = "pt") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelPt, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?typeLabel ?topic
\ No newline at end of file
diff --git a/queries/generators/russia.rq b/queries/generators/russia.rq
index c66073ae372..05112d7e564 100644
--- a/queries/generators/russia.rq
+++ b/queries/generators/russia.rq
@@ -27,6 +27,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,ru,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelRu FILTER(LANG(?orgLabelRu) = "ru") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelRu, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionRu FILTER(LANG(?orgDescriptionRu) = "ru") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionRu, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelRu FILTER(LANG(?typeLabelRu) = "ru") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelRu, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/singapore.rq b/queries/generators/singapore.rq
index 14ccd2c20e0..d3ed2dfb56f 100644
--- a/queries/generators/singapore.rq
+++ b/queries/generators/singapore.rq
@@ -26,6 +26,22 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,tl,ms,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelTl FILTER(LANG(?orgLabelTl) = "tl") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMs FILTER(LANG(?orgLabelMs) = "ms") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelTl, ?orgLabelMs, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionTl FILTER(LANG(?orgDescriptionTl) = "tl") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMs FILTER(LANG(?orgDescriptionMs) = "ms") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionTl, ?orgDescriptionMs, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelTl FILTER(LANG(?typeLabelTl) = "tl") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMs FILTER(LANG(?typeLabelMs) = "ms") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelTl, ?typeLabelMs, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/south-africa.rq b/queries/generators/south-africa.rq
index 52008992765..d3ccecf57dd 100644
--- a/queries/generators/south-africa.rq
+++ b/queries/generators/south-africa.rq
@@ -33,6 +33,46 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,af,zu,nr,nso,st,ss,ts,tn,ve,xh,mul". }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelAf FILTER(LANG(?orgLabelAf) = "af") }
+  OPTIONAL { ?org rdfs:label ?orgLabelZu FILTER(LANG(?orgLabelZu) = "zu") }
+  OPTIONAL { ?org rdfs:label ?orgLabelNr FILTER(LANG(?orgLabelNr) = "nr") }
+  OPTIONAL { ?org rdfs:label ?orgLabelNso FILTER(LANG(?orgLabelNso) = "nso") }
+  OPTIONAL { ?org rdfs:label ?orgLabelSt FILTER(LANG(?orgLabelSt) = "st") }
+  OPTIONAL { ?org rdfs:label ?orgLabelSs FILTER(LANG(?orgLabelSs) = "ss") }
+  OPTIONAL { ?org rdfs:label ?orgLabelTs FILTER(LANG(?orgLabelTs) = "ts") }
+  OPTIONAL { ?org rdfs:label ?orgLabelTn FILTER(LANG(?orgLabelTn) = "tn") }
+  OPTIONAL { ?org rdfs:label ?orgLabelVe FILTER(LANG(?orgLabelVe) = "ve") }
+  OPTIONAL { ?org rdfs:label ?orgLabelXh FILTER(LANG(?orgLabelXh) = "xh") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelAf, ?orgLabelZu, ?orgLabelNr, ?orgLabelNso, ?orgLabelSt, ?orgLabelSs, ?orgLabelTs, ?orgLabelTn, ?orgLabelVe, ?orgLabelXh, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionAf FILTER(LANG(?orgDescriptionAf) = "af") }
+  OPTIONAL { ?org schema:description ?orgDescriptionZu FILTER(LANG(?orgDescriptionZu) = "zu") }
+  OPTIONAL { ?org schema:description ?orgDescriptionNr FILTER(LANG(?orgDescriptionNr) = "nr") }
+  OPTIONAL { ?org schema:description ?orgDescriptionNso FILTER(LANG(?orgDescriptionNso) = "nso") }
+  OPTIONAL { ?org schema:description ?orgDescriptionSt FILTER(LANG(?orgDescriptionSt) = "st") }
+  OPTIONAL { ?org schema:description ?orgDescriptionSs FILTER(LANG(?orgDescriptionSs) = "ss") }
+  OPTIONAL { ?org schema:description ?orgDescriptionTs FILTER(LANG(?orgDescriptionTs) = "ts") }
+  OPTIONAL { ?org schema:description ?orgDescriptionTn FILTER(LANG(?orgDescriptionTn) = "tn") }
+  OPTIONAL { ?org schema:description ?orgDescriptionVe FILTER(LANG(?orgDescriptionVe) = "ve") }
+  OPTIONAL { ?org schema:description ?orgDescriptionXh FILTER(LANG(?orgDescriptionXh) = "xh") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionAf, ?orgDescriptionZu, ?orgDescriptionNr, ?orgDescriptionNso, ?orgDescriptionSt, ?orgDescriptionSs, ?orgDescriptionTs, ?orgDescriptionTn, ?orgDescriptionVe, ?orgDescriptionXh, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelAf FILTER(LANG(?typeLabelAf) = "af") }
+  OPTIONAL { ?type rdfs:label ?typeLabelZu FILTER(LANG(?typeLabelZu) = "zu") }
+  OPTIONAL { ?type rdfs:label ?typeLabelNr FILTER(LANG(?typeLabelNr) = "nr") }
+  OPTIONAL { ?type rdfs:label ?typeLabelNso FILTER(LANG(?typeLabelNso) = "nso") }
+  OPTIONAL { ?type rdfs:label ?typeLabelSt FILTER(LANG(?typeLabelSt) = "st") }
+  OPTIONAL { ?type rdfs:label ?typeLabelSs FILTER(LANG(?typeLabelSs) = "ss") }
+  OPTIONAL { ?type rdfs:label ?typeLabelTs FILTER(LANG(?typeLabelTs) = "ts") }
+  OPTIONAL { ?type rdfs:label ?typeLabelTn FILTER(LANG(?typeLabelTn) = "tn") }
+  OPTIONAL { ?type rdfs:label ?typeLabelVe FILTER(LANG(?typeLabelVe) = "ve") }
+  OPTIONAL { ?type rdfs:label ?typeLabelXh FILTER(LANG(?typeLabelXh) = "xh") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelAf, ?typeLabelZu, ?typeLabelNr, ?typeLabelNso, ?typeLabelSt, ?typeLabelSs, ?typeLabelTs, ?typeLabelTn, ?typeLabelVe, ?typeLabelXh, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY DESC(?type)
diff --git a/queries/generators/sweden.rq b/queries/generators/sweden.rq
index 7dcf7419674..ad0839bdf7d 100644
--- a/queries/generators/sweden.rq
+++ b/queries/generators/sweden.rq
@@ -1,4 +1,8 @@
 # expected_result_count: 766
+PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
+PREFIX schema: <http://schema.org/>
+PREFIX wd: <http://www.wikidata.org/entity/>
+PREFIX wdt: <http://www.wikidata.org/prop/direct/>
 SELECT DISTINCT
   ?qid
   ?orgLabel
@@ -45,7 +49,7 @@ WHERE {
       wd:Q10475844 # domstolsverket (1) ✔
     }
 
-    BIND("courts administration agency" AS ?typeLabel)
+    BIND("courts administration agency" AS ?typeLabelSpecial)
   }
 
   MINUS { ?org wdt:P576 [] }
@@ -57,7 +61,20 @@ WHERE {
     MINUS { ?cofog wdt:P279 [] }
   }
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,sv,mul" }
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelSv FILTER(LANG(?orgLabelSv) = "sv") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelSv, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionSv FILTER(LANG(?orgDescriptionSv) = "sv") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionSv, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelSv FILTER(LANG(?typeLabelSv) = "sv") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelSpecial, ?typeLabelEn, ?typeLabelSv, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 } ORDER BY ?typeLabel
diff --git a/queries/generators/switzerland.rq b/queries/generators/switzerland.rq
index 225a9cb0887..91fea115b05 100644
--- a/queries/generators/switzerland.rq
+++ b/queries/generators/switzerland.rq
@@ -26,6 +26,25 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,de,fr,it,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelDe FILTER(LANG(?orgLabelDe) = "de") }
+  OPTIONAL { ?org rdfs:label ?orgLabelFr FILTER(LANG(?orgLabelFr) = "fr") }
+  OPTIONAL { ?org rdfs:label ?orgLabelIt FILTER(LANG(?orgLabelIt) = "it") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelDe, ?orgLabelFr, ?orgLabelIt, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionDe FILTER(LANG(?orgDescriptionDe) = "de") }
+  OPTIONAL { ?org schema:description ?orgDescriptionFr FILTER(LANG(?orgDescriptionFr) = "fr") }
+  OPTIONAL { ?org schema:description ?orgDescriptionIt FILTER(LANG(?orgDescriptionIt) = "it") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionDe, ?orgDescriptionFr, ?orgDescriptionIt, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelDe FILTER(LANG(?typeLabelDe) = "de") }
+  OPTIONAL { ?type rdfs:label ?typeLabelFr FILTER(LANG(?typeLabelFr) = "fr") }
+  OPTIONAL { ?type rdfs:label ?typeLabelIt FILTER(LANG(?typeLabelIt) = "it") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelDe, ?typeLabelFr, ?typeLabelIt, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/ukraine.rq b/queries/generators/ukraine.rq
index 1e1a184be25..b30dadc4264 100644
--- a/queries/generators/ukraine.rq
+++ b/queries/generators/ukraine.rq
@@ -24,6 +24,19 @@ WHERE {
 
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,uk,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelUk FILTER(LANG(?orgLabelUk) = "uk") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelUk, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionUk FILTER(LANG(?orgDescriptionUk) = "uk") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionUk, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelUk FILTER(LANG(?typeLabelUk) = "uk") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelUk, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/united-kingdom.rq b/queries/generators/united-kingdom.rq
index 85425acdc8f..9d1bae680c2 100644
--- a/queries/generators/united-kingdom.rq
+++ b/queries/generators/united-kingdom.rq
@@ -25,6 +25,16 @@ WHERE {
     MINUS { ?cofog wdt:P279 [] }
   }
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/generators/united-kingdom/scotland.rq b/queries/generators/united-kingdom/scotland.rq
index 5d5dca1ec5c..22fcf8e4219 100644
--- a/queries/generators/united-kingdom/scotland.rq
+++ b/queries/generators/united-kingdom/scotland.rq
@@ -56,5 +56,22 @@ WHERE {
     MINUS { ?cofog wdt:P279 [] }
   }
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul,sco,gd" }
+
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  OPTIONAL { ?org rdfs:label ?orgLabelSco FILTER(LANG(?orgLabelSco) = "sco") }
+  OPTIONAL { ?org rdfs:label ?orgLabelGd FILTER(LANG(?orgLabelGd) = "gd") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, ?orgLabelSco, ?orgLabelGd, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  OPTIONAL { ?org schema:description ?orgDescSco FILTER(LANG(?orgDescSco) = "sco") }
+  OPTIONAL { ?org schema:description ?orgDescGd FILTER(LANG(?orgDescGd) = "gd") }
+  BIND(COALESCE(?orgDescEn, ?orgDescMul, ?orgDescSco, ?orgDescGd) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  OPTIONAL { ?type rdfs:label ?typeLabelSco FILTER(LANG(?typeLabelSco) = "sco") }
+  OPTIONAL { ?type rdfs:label ?typeLabelGd FILTER(LANG(?typeLabelGd) = "gd") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, ?typeLabelSco, ?typeLabelGd, STR(?type)) AS ?typeLabel)
 }ORDER BY ?type ?orgLabel
diff --git a/queries/generators/united-states.rq b/queries/generators/united-states.rq
index 549870b7e8f..463ea9558ad 100644
--- a/queries/generators/united-states.rq
+++ b/queries/generators/united-states.rq
@@ -65,6 +65,17 @@ WHERE {
   MINUS { ?org wdt:P3999 [] }
   MINUS { ?org wdt:P361/wdt:P31 wd:Q5244910 }
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul". }
+
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY DESC(LCASE(?typeLabel)) ?orgLabel
diff --git a/queries/generators/united-states/new-york.rq b/queries/generators/united-states/new-york.rq
index 89bbf9e229b..2dbe789fed2 100644
--- a/queries/generators/united-states/new-york.rq
+++ b/queries/generators/united-states/new-york.rq
@@ -18,6 +18,17 @@ WHERE {
   MINUS { ?org wdt:P576 [] }
   MINUS { ?org wdt:P1366 [] }
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul" }
+
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
\ No newline at end of file
diff --git a/queries/generators/united-states/north-carolina.rq b/queries/generators/united-states/north-carolina.rq
index 6067df36a7f..2d8a4025dc6 100644
--- a/queries/generators/united-states/north-carolina.rq
+++ b/queries/generators/united-states/north-carolina.rq
@@ -57,6 +57,17 @@ WHERE {
   MINUS { ?org wdt:P1366 [] }
   MINUS { ?org wdt:P576 [] }
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,mul". }
+
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescEn FILTER(LANG(?orgDescEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescMul FILTER(LANG(?orgDescMul) = "mul") }
+  BIND(COALESCE(?orgDescEn, ?orgDescMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?typeLabel ?orgLabel
diff --git a/queries/generators/uruguay.rq b/queries/generators/uruguay.rq
index ccc17e3379d..99b8598373d 100644
--- a/queries/generators/uruguay.rq
+++ b/queries/generators/uruguay.rq
@@ -17,6 +17,19 @@ WHERE {
   MINUS { ?org wdt:P1366 [] }
   BIND(REPLACE(STR(?org), "http://www.wikidata.org/entity/", "") AS ?qid)
 
-  SERVICE wikibase:label { bd:serviceParam wikibase:language "en,es,mul" }
+  OPTIONAL { ?org rdfs:label ?orgLabelEn FILTER(LANG(?orgLabelEn) = "en") }
+  OPTIONAL { ?org rdfs:label ?orgLabelEs FILTER(LANG(?orgLabelEs) = "es") }
+  OPTIONAL { ?org rdfs:label ?orgLabelMul FILTER(LANG(?orgLabelMul) = "mul") }
+  BIND(COALESCE(?orgLabelEn, ?orgLabelEs, ?orgLabelMul, STR(?org)) AS ?orgLabel)
+
+  OPTIONAL { ?org schema:description ?orgDescriptionEn FILTER(LANG(?orgDescriptionEn) = "en") }
+  OPTIONAL { ?org schema:description ?orgDescriptionEs FILTER(LANG(?orgDescriptionEs) = "es") }
+  OPTIONAL { ?org schema:description ?orgDescriptionMul FILTER(LANG(?orgDescriptionMul) = "mul") }
+  BIND(COALESCE(?orgDescriptionEn, ?orgDescriptionEs, ?orgDescriptionMul) AS ?orgDescription)
+
+  OPTIONAL { ?type rdfs:label ?typeLabelEn FILTER(LANG(?typeLabelEn) = "en") }
+  OPTIONAL { ?type rdfs:label ?typeLabelEs FILTER(LANG(?typeLabelEs) = "es") }
+  OPTIONAL { ?type rdfs:label ?typeLabelMul FILTER(LANG(?typeLabelMul) = "mul") }
+  BIND(COALESCE(?typeLabelEn, ?typeLabelEs, ?typeLabelMul, STR(?type)) AS ?typeLabel)
 }
 ORDER BY ?type ?orgLabel
diff --git a/queries/organization-optional.rq b/queries/organization-optional.rq
index 77ce71adb06..85ba0e96462 100644
--- a/queries/organization-optional.rq
+++ b/queries/organization-optional.rq
@@ -1,62 +1,66 @@
-SELECT
-  # note that SAMPLE in Blazegraph always picks the first object
-  (SAMPLE(?website) AS ?website)
-  (SAMPLE(?email) AS ?email)
-  (SAMPLE(?phone) AS ?phone)
-  (SAMPLE(?citizensInitiatives ) AS ?citizensInitiatives)
-  (SAMPLE(?foiUrl) AS ?foiUrl)
-  (SAMPLE(?contactPage) AS ?contactPage)
-  (SAMPLE(?regulatoryText ) AS ?regulatoryText)
-  (SAMPLE(?regulatoryTextTitle ) AS ?regulatoryTextTitle)
-  (SAMPLE(?personLabel) AS ?leadBy)
-  (SAMPLE(?parentOrg) AS ?parent)
-  ?wikipedia
-WHERE {
-  BIND(wd:{{.}} AS ?org)
+SELECT 
+  (SAMPLE(?website_) AS ?website)
+  (SAMPLE(?email_) AS ?email)
+  (SAMPLE(?citizensInitiatives_) AS ?citizensInitiatives)
+  (SAMPLE(?foiUrl_) AS ?foiUrl)
+  (SAMPLE(?contactPage_) AS ?contactPage)
+  (SAMPLE(?regulatoryText_) AS ?regulatoryText)
+  (SAMPLE(?regulatoryTextTitle_) AS ?regulatoryTextTitle)
+  (SAMPLE(?phone_) AS ?phone)
+  (SAMPLE(?ledByLabel_) AS ?ledByLabel)
+  (SAMPLE(?latestStart_) AS ?latestStart)
+  (SAMPLE(?wikipedia_) AS ?wikipedia)
 
-  OPTIONAL { ?org wdt:P856 ?website }
-  OPTIONAL { ?org wdt:P968 ?email }
-  OPTIONAL { ?org wdt:P9732 ?citizensInitiatives }
-  OPTIONAL { ?org wdt:P11266 ?contactPage }
-  OPTIONAL { ?org wdt:P10214 ?foiUrl }
+WHERE {
+  VALUES ?org { wd:{{.}} }
 
   OPTIONAL {
-    ?org wdt:P92 ?regulatoryTextItem .
-    ?regulatoryTextItem wdt:P953 ?regulatoryText ;
-                        wdt:P1476 ?regulatoryTextTitle .
+    # ensures we get the most relevant(the latest) position
+    ?org wdt:P1313 ?position .
+    {
+      SELECT ?position (MAX(?startDate) AS ?latestStart_) WHERE {
+        ?ledBy wdt:P31 wd:Q5 .
+        ?ledBy p:P39 ?posStatement .
+        ?posStatement ps:P39 ?position .
+        ?posStatement pq:P580 ?startDate .
+        FILTER NOT EXISTS { ?posStatement pq:P582 ?endDate . }
+      }
+      GROUP BY ?position
+    }
+    OPTIONAL {
+      ?ledBy wdt:P31 wd:Q5 .
+      ?ledBy p:P39 ?posStatement .
+      ?posStatement ps:P39 ?position .
+      ?posStatement pq:P580 ?latestStart_ .
+      FILTER NOT EXISTS { ?posStatement pq:P582 ?endDate . }
+      OPTIONAL { ?ledBy rdfs:label ?ledByLabelEn . FILTER(LANG(?ledByLabelEn) = "en") }
+      OPTIONAL { ?ledBy rdfs:label ?ledByLabelSv . FILTER(LANG(?ledByLabelSv) = "sv") }
+      OPTIONAL { ?ledBy rdfs:label ?ledByLabelMul . FILTER(LANG(?ledByLabelMul) = "mul") }
+      BIND(COALESCE(?ledByLabelEn, ?ledByLabelSv, ?ledByLabelMul, STR(?ledBy)) AS ?ledByLabel_)
+    }
   }
 
-  OPTIONAL { ?org wdt:P749 ?parentOrg }
+  OPTIONAL { ?org wdt:P856 ?website_ }
+  OPTIONAL { ?org wdt:P968 ?email_ }
+  OPTIONAL { ?org wdt:P9732 ?citizensInitiatives_ }
+  OPTIONAL { ?org wdt:P10214 ?foiUrl_ }
+  OPTIONAL { ?org wdt:P11266 ?contactPage_ }
 
   OPTIONAL {
-    ?org wdt:P2388|wdt:P1313 ?office .
-    ?positionStatement ps:P39 ?office .
-    ?person p:P39 ?positionStatement .
-    ?person wdt:P31 wd:Q5 .
-    MINUS { ?positionStatement pq:P582 ?endtime }
-    MINUS { ?person wdt:P570 [] }
-    FILTER ( ?office != wd:Q30185 )
-  }
-
-  OPTIONAL {
-    ?org wdt:P488|wdt:P169|wdt:P1037|wdt:P3975 ?person .
+    ?org wdt:P92 ?regulatoryTextItem .
+    ?regulatoryTextItem wdt:P953 ?regulatoryText_ ;
+                        wdt:P1476 ?regulatoryTextTitle_ .
   }
 
   OPTIONAL {
-    ?org wdt:P1329 ?phone .
-    ?org p:P1329 ?phoneStatement .
-        ?phoneStatement (ps:P1329) [] .
-        FILTER(EXISTS { ?phoneStatement prov:wasDerivedFrom ?reference. })
+    ?org wdt:P1329 ?phone_ .
+    ?org p:P1329 ?phone_Statement .
+    ?phone_Statement (ps:P1329) [] .
+    FILTER(EXISTS { ?phone_Statement prov:wasDerivedFrom ?reference. })
   }
 
   OPTIONAL {
-    ?wikipedia schema:about ?org ;
+    ?wikipedia_ schema:about ?org ;
                schema:isPartOf <https://en.wikipedia.org/> .
   }
-
-  SERVICE wikibase:label {
-    # this might need to be updated when new countries are added
-    bd:serviceParam wikibase:language "en,sv,mul" .
-    ?person rdfs:label ?personLabel .
-  }
-} GROUP BY ?wikipedia
+}