From cce132d1460b4f52541cb4a6f13219fb8fe4f907 Mon Sep 17 00:00:00 2001
From: felixocker <felix.ocker@googlemail.com>
Date: Wed, 25 Oct 2023 22:36:57 +0200
Subject: [PATCH] fix sparql queries for relations in schema description
 (#9136)

- **Description**: Fix for the SPARQL QA chain: fixed SPARQL queries for
retrieving information about relations in the graph to create a textual
description of the schema for the language model. This should resolve
#8907
- **Issue**: #8907
- **Dependencies**: None
- **Tag maintainer**: @baskaryan, @hwchase17
---
 libs/langchain/langchain/graphs/rdf_graph.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/libs/langchain/langchain/graphs/rdf_graph.py b/libs/langchain/langchain/graphs/rdf_graph.py
index f3388238ed..1a2b89ba87 100644
--- a/libs/langchain/langchain/graphs/rdf_graph.py
+++ b/libs/langchain/langchain/graphs/rdf_graph.py
@@ -45,7 +45,7 @@ rel_query_rdf = prefixes["rdfs"] + (
     """SELECT DISTINCT ?rel ?com\n"""
     """WHERE { \n"""
     """    ?subj ?rel ?obj . \n"""
-    """    OPTIONAL { ?cls rdfs:comment ?com } \n"""
+    """    OPTIONAL { ?rel rdfs:comment ?com } \n"""
     """}"""
 )
 
@@ -56,7 +56,7 @@ rel_query_rdfs = (
         """SELECT DISTINCT ?rel ?com\n"""
         """WHERE { \n"""
         """    ?rel a/rdfs:subPropertyOf* rdf:Property . \n"""
-        """    OPTIONAL { ?cls rdfs:comment ?com } \n"""
+        """    OPTIONAL { ?rel rdfs:comment ?com } \n"""
         """}"""
     )
 )
@@ -68,7 +68,7 @@ op_query_owl = (
         """SELECT DISTINCT ?op ?com\n"""
         """WHERE { \n"""
         """    ?op a/rdfs:subPropertyOf* owl:ObjectProperty . \n"""
-        """    OPTIONAL { ?cls rdfs:comment ?com } \n"""
+        """    OPTIONAL { ?op rdfs:comment ?com } \n"""
         """}"""
     )
 )
@@ -80,7 +80,7 @@ dp_query_owl = (
         """SELECT DISTINCT ?dp ?com\n"""
         """WHERE { \n"""
         """    ?dp a/rdfs:subPropertyOf* owl:DatatypeProperty . \n"""
-        """    OPTIONAL { ?cls rdfs:comment ?com } \n"""
+        """    OPTIONAL { ?dp rdfs:comment ?com } \n"""
         """}"""
     )
 )