diff --git a/knowledge-bases.md b/knowledge-bases.md
new file mode 100644
index 000000000..da1c055b1
--- /dev/null
+++ b/knowledge-bases.md
@@ -0,0 +1,10 @@
+# knowledge bases
+
+- An [[agora]] is an [[integration]] of [[knowledge bases]].
+- [[pull]] [[distributed knowledge graph]]
+
+
+[//begin]: # "Autogenerated link references for markdown compatibility"
+[agora]: agora "Agora"
+[pull]: pull "Pull"
+[//end]: # "Autogenerated link references"
\ No newline at end of file
diff --git a/socrates.md b/socrates.md
index 932d3b671..1c3839584 100644
--- a/socrates.md
+++ b/socrates.md
@@ -1,12 +1,12 @@
 # Socrates
 
 - [[person]].
-  - [[philosopher]], [[deseased]].
-  - A [[role model]].
+  - [[philosopher]].
+  - [[role model]].
   - [[never wrote]].
 - A [[javascript library]].
   - A universal query endpoint.
-  - Lets you integrate any browser extension or website with any [[agora]].
+  - Lets you integrate any browser extension or website with the [[knowledge bases]] of your choice.
 
 
 [//begin]: # "Autogenerated link references for markdown compatibility"