Add license train and test files
Browse files
LICENSE
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MIT License
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Copyright (c) 2024 Neagoi Mihai
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Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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test.csv
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@@ -0,0 +1,297 @@
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1 |
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NR_1,NL_Query,SPARQL
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1,What treats AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?s a rdf:Treatment .
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?amd a rdf:AMD .
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?s rdf:treats ?amd .
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}"
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2,What treats Wet AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?s a rdf:Treatment .
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?s rdf:treats rdf:Wet_AMD .
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}"
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3,What medication treats dry AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?s a rdf:Medication .
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?s rdf:treats rdf:Dry_AMD .
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}"
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4,What diseases cause blindness?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?s a rdf:Disease .
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?s rdf:causes rdf:Blindness .
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}
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"
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5,Does dry AMD cause blindness?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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ask where {
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rdf:Dry_AMD rdf:causes rdf:Blindness .
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}
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"
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6,What are the signs of AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?amd a rdf:AMD .
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?s rdf:presentIn ?amd .
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}
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"
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7,What are some early signs of AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?amd a rdf:AMD .
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?s a rdf:Early_sign .
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?s rdf:presentIn ?amd .
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}
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"
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8,What does AMD affect?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?amd a rdf:AMD .
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?amd rdf:affects ?s .
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}"
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9,What does Dry AMD affect?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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rdf:Dry_AMD rdf:affects ?s .
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}"
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10,Does Avastin treat Dry AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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ask where {
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rdf:Avastin rdf:treats rdf:Dry_AMD .
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}"
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11,Is blurry vision a symptom of AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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ask where {
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rdf:Dry_AMD rdf:causes rdf:Blurry_vision .
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}"
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12,Does AMD affect the Elderly?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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ask where {
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?amd a rdf:AMD .
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?amd rdf:affects rdf:Elderly .
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}"
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13,What category of people does Age-related Macular Degeneration affect?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?s a rdf:Group_of_people .
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?amd a rdf:AMD .
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?amd rdf:affects ?s .
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}"
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14,What actions does AMD impair?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?s a rdf:Action .
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?amd a rdf:Age-related_macular_degeneration .
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?amd rdf:impairs ?s .
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}"
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15,What medical procedures are used to treat AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?s a rdf:Medical_Procedure .
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?amd a rdf:AMD .
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?s rdf:treats ?amd .
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}"
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16,What type of AMD presents CNV?,"PREFIX : <http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16/>
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prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?s a rdf:AMD .
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rdf:CNV rdf:presentIn ?s .
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}"
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17,What type of AMD causes drusen and reduced contrast?,"PREFIX : <http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16/>
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prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?s a rdf:AMD .
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rdf:Reduced_contrast rdf:presentIn ?s .
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rdf:Drusen rdf:presentIn ?s .
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}"
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18,Give me all signs of AMD.,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?amd a rdf:AMD .
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?s rdf:presentIn ?amd .
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}"
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19,Give me all treatments for AMD.,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
|
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?s a rdf:Treatment .
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108 |
+
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?s rdf:treats rdf:Wet_AMD .
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}"
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20,Give me all types of AMD.,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?s a rdf:AMD .
|
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}"
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115 |
+
21,Give me all medical procedures used to treat AMD.,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?s a r+C22df:Symptom .
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118 |
+
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rdf:Wet_AMD rdf:causes ?s .
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120 |
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}"
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22,Give me all signs of AMD.,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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select distinct ?s where {
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?amd a rdf:AMD .
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?s rdf:presentIn ?amd .
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}"
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23,Give me all symptoms of AMD.,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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127 |
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select distinct ?s where {
|
128 |
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?s a rdf:Symptom .
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129 |
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?amd a rdf:AMD .
|
130 |
+
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?amd rdf:causes ?s .
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}"
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24,Give me all symptoms of Wet AMD.,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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134 |
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select distinct ?s where {
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135 |
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?s a rdf:Symptom .
|
136 |
+
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rdf:Wet_AMD rdf:causes ?s .
|
138 |
+
}"
|
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+
25,Give me all types of AMD and their corresponding treatments,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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+
select distinct ?amd ?s where {
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141 |
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?s a rdf:Treatment .
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142 |
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?amd a rdf:AMD .
|
143 |
+
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?s rdf:treats ?amd .
|
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+
}"
|
146 |
+
26,Give me all type of AMD and their corresponding symptoms,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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147 |
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select distinct ?amd ?s where {
|
148 |
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?s a rdf:Symptom .
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149 |
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?amd a rdf:AMD .
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150 |
+
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?amd rdf:causes ?s .
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152 |
+
}"
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153 |
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27,For every type of AMD give me the groups of people it affects,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
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154 |
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select distinct ?amd ?s where {
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155 |
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?s a rdf:Group_of_people .
|
156 |
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?amd a rdf:AMD .
|
157 |
+
|
158 |
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?amd rdf:affects ?s .
|
159 |
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}"
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160 |
+
28,What treatment for AMD has a success rate of over 90%?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
161 |
+
select distinct ?s where {
|
162 |
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?s a rdf:Medical_Procedure .
|
163 |
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?amd a rdf:AMD .
|
164 |
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?s rdf:treats ?amd .
|
165 |
+
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?s rdf:success_rate ?success_rate .
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FILTER(?success_rate > 0.90)
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}"
|
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29,For each AMD type what treatments are recommended?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
170 |
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select distinct ?s ?amd where {
|
171 |
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?amd a rdf:AMD .
|
172 |
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?s a rdf:Treatment .
|
173 |
+
|
174 |
+
?s rdf:treats ?amd .
|
175 |
+
}"
|
176 |
+
30,What imaging techniques are used to diagnose and monitor AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
177 |
+
select distinct ?s where {
|
178 |
+
?s a rdf:Imaging_technique .
|
179 |
+
?amd a rdf:AMD .
|
180 |
+
?s rdf:monitors ?amd .
|
181 |
+
}"
|
182 |
+
31,What are the pharmacological treatments available for AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
183 |
+
select distinct ?s where {
|
184 |
+
?s a rdf:Medication .
|
185 |
+
?amd a rdf:AMD .
|
186 |
+
?s rdf:treats ?amd .
|
187 |
+
}"
|
188 |
+
32,What are the pharmacological treatments are used for wet and dry AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
189 |
+
select distinct ?s where {
|
190 |
+
?s a rdf:Medication .
|
191 |
+
?s rdf:treats rdf:Wet_AMD .
|
192 |
+
?s rdf:treats rdf:Dry_AMD .
|
193 |
+
}"
|
194 |
+
33,How effective is retinal laser photocoagulation in treating AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
195 |
+
select distinct ?s where {
|
196 |
+
rdf:Retinal_laser_photocoagulation rdf:success_rate ?s .
|
197 |
+
}"
|
198 |
+
34,Does retinal laser photocoagulation tread dry AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
199 |
+
ask where {
|
200 |
+
rdf:Retinal_laser_photocoagulation rdf:treats rdf:Dry_AMD .
|
201 |
+
}"
|
202 |
+
35,Does retinal laser photocoagulation tread wet AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
203 |
+
ask where {
|
204 |
+
rdf:Retinal_laser_photocoagulation rdf:treats rdf:Wet_AMD .
|
205 |
+
}"
|
206 |
+
36,Are there any medical procedures for Wet AMD that have the success rate over 90%?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
207 |
+
ask where {
|
208 |
+
?procedure a rdf:Medical_Procedure .
|
209 |
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?procedure rdf:treats rdf:Wet_AMD .
|
210 |
+
?procedure rdf:success_rate ?success_rate .
|
211 |
+
FILTER(?success_rate > 0.9)
|
212 |
+
}"
|
213 |
+
37,What medical procedures for Wet AMD have a success rate of over 90%?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
214 |
+
select distinct ?procedure where {
|
215 |
+
?procedure a rdf:Medical_Procedure .
|
216 |
+
?procedure rdf:treats rdf:Wet_AMD .
|
217 |
+
?procedure rdf:success_rate ?success_rate .
|
218 |
+
FILTER(?success_rate > 0.9)
|
219 |
+
}"
|
220 |
+
38,What medical procedures for AMD require a follow up?,"PREFIX : <http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16/>
|
221 |
+
prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
222 |
+
select distinct ?procedure where {
|
223 |
+
?procedure a rdf:Medical_Procedure .
|
224 |
+
?amd a rdf:AMD .
|
225 |
+
?procedure rdf:treats ?amd .
|
226 |
+
?procedure rdf:follow_up_necessary true .
|
227 |
+
}"
|
228 |
+
39,What groups of people are not affected by AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
229 |
+
select distinct ?s where {
|
230 |
+
?s a rdf:Group_of_people .
|
231 |
+
?amd a rdf:AMD .
|
232 |
+
FILTER NOT EXISTS { ?amd rdf:affects ?s } .
|
233 |
+
}"
|
234 |
+
40,What medical procedure for wet AMD has the highest success rate?,"PREFIX : <http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16/>
|
235 |
+
prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
236 |
+
select distinct ?s where {
|
237 |
+
?s rdf:treats rdf:Wet_AMD .
|
238 |
+
?s a rdf:Medical_Procedure .
|
239 |
+
?s rdf:success_rate ?success_rate .
|
240 |
+
} ORDER BY DESC (?success_rate) LIMIT 1"
|
241 |
+
41,What actions does wet AMD not affect?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
242 |
+
select distinct ?s where {
|
243 |
+
?s a rdf:Action .
|
244 |
+
FILTER NOT EXISTS { rdf:Dry_AMD rdf:impairs ?s } .
|
245 |
+
}"
|
246 |
+
42,What imaging techniques are not used to monitor AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
247 |
+
select distinct ?s where {
|
248 |
+
?s a rdf:Imaging_technique .
|
249 |
+
?amd a rdf:AMD .
|
250 |
+
FILTER NOT EXISTS { ?s rdf:monitors ?amd . }
|
251 |
+
}"
|
252 |
+
43,Can optical coherence tomography be used to monitor AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
253 |
+
ask where {
|
254 |
+
?amd a rdf:AMD .
|
255 |
+
rdf:Optical_coherence_tomography rdf:monitors ?amd .
|
256 |
+
}"
|
257 |
+
44,What are the other names for dry AMD?,"PREFIX owl: <http://www.w3.org/2002/07/owl#>
|
258 |
+
prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
259 |
+
select distinct ?s where {
|
260 |
+
?s owl:sameAs rdf:Dry_AMD .
|
261 |
+
}"
|
262 |
+
45,What are the other names for wet AMD?,"PREFIX owl: <http://www.w3.org/2002/07/owl#>
|
263 |
+
prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
264 |
+
select distinct ?s where {
|
265 |
+
?s owl:sameAs rdf:Wet_AMD .
|
266 |
+
}"
|
267 |
+
46,Is dry AMD the same as atrophic AMD?,"PREFIX owl: <http://www.w3.org/2002/07/owl#>
|
268 |
+
prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
269 |
+
ask where {
|
270 |
+
rdf:Atrophic_AMD owl:sameAs rdf:Dry_AMD .
|
271 |
+
}"
|
272 |
+
47,Is exudative AMD the same as wet AMD?,"PREFIX owl: <http://www.w3.org/2002/07/owl#>
|
273 |
+
prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
274 |
+
ask where {
|
275 |
+
rdf:Exudative_AMD owl:sameAs rdf:Wet_AMD .
|
276 |
+
}"
|
277 |
+
48,Is neovascular AMD the same as wet AMD?,"PREFIX owl: <http://www.w3.org/2002/07/owl#>
|
278 |
+
prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
279 |
+
ask where {
|
280 |
+
rdf:Neovascular_AMD owl:sameAs rdf:Wet_AMD .
|
281 |
+
}"
|
282 |
+
49,What does CNV stand for?,"PREFIX owl: <http://www.w3.org/2002/07/owl#>
|
283 |
+
prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
284 |
+
select distinct ?s where {
|
285 |
+
rdf:CNV owl:sameAs ?s .
|
286 |
+
}"
|
287 |
+
50,What is scotoma?,"PREFIX owl: <http://www.w3.org/2002/07/owl#>
|
288 |
+
prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
289 |
+
select distinct ?s where {
|
290 |
+
?s owl:sameAs rdf:Scotoma .
|
291 |
+
}"
|
292 |
+
51,What causes type of AMD causes blind spots?,"PREFIX owl: <http://www.w3.org/2002/07/owl#>
|
293 |
+
prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
294 |
+
select distinct ?s where {
|
295 |
+
?s a rdf:AMD .
|
296 |
+
?s rdf:causes rdf:Blind_spot .
|
297 |
+
}"
|
train.csv
ADDED
@@ -0,0 +1,64 @@
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|
|
1 |
+
NR_1,NL_Query,SPARQL
|
2 |
+
1,What are the treatments for AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
3 |
+
select distinct ?s where {
|
4 |
+
?s a rdf:Treatment .
|
5 |
+
?amd a rdf:AMD .
|
6 |
+
|
7 |
+
?s rdf:treats ?amd .
|
8 |
+
}"
|
9 |
+
2,What are the symptoms of AMD?,"prefix rdf:<http://www.semanticweb.org/stefan/ontologies/2024/4/untitled-ontology-16#>
|
10 |
+
select distinct ?s where {
|
11 |
+
?s a rdf:Symptom .
|
12 |
+
?amd a rdf:AMD .
|
13 |
+
|
14 |
+
?amd rdf:causes ?s .
|
15 |
+
}"
|
16 |
+
,,
|
17 |
+
,,
|
18 |
+
,,
|
19 |
+
,,
|
20 |
+
,,
|
21 |
+
,,
|
22 |
+
,,
|
23 |
+
,,
|
24 |
+
,,
|
25 |
+
,,
|
26 |
+
,,
|
27 |
+
,,
|
28 |
+
,,
|
29 |
+
,,
|
30 |
+
,,
|
31 |
+
,,
|
32 |
+
,,
|
33 |
+
,,
|
34 |
+
,,
|
35 |
+
,,
|
36 |
+
,,
|
37 |
+
,,
|
38 |
+
,,
|
39 |
+
,,
|
40 |
+
,,
|
41 |
+
,,
|
42 |
+
,,
|
43 |
+
,,
|
44 |
+
,,
|
45 |
+
,,
|
46 |
+
,,
|
47 |
+
,,
|
48 |
+
,,
|
49 |
+
,,
|
50 |
+
,,
|
51 |
+
,,
|
52 |
+
,,
|
53 |
+
,,
|
54 |
+
,,
|
55 |
+
,,
|
56 |
+
,,
|
57 |
+
,,
|
58 |
+
,,
|
59 |
+
,,
|
60 |
+
,,
|
61 |
+
,,
|
62 |
+
,,
|
63 |
+
,,
|
64 |
+
,,
|