diff --git a/the agora as a social knowledge graph.md b/the agora as a social knowledge graph.md
index c9f89607b..4ec798bb4 100644
--- a/the agora as a social knowledge graph.md	
+++ b/the agora as a social knowledge graph.md	
@@ -4,7 +4,7 @@
 		- An Agora is a [[distributed knowledge graph]] provisioned and maintained by a community as a [[commons]].
 			- Whereas a [[personal knowledge graph]] usually contains resources authored or collected by a single person, and a wiki usually contains resources produced by a community, an Agora is a [[social knowledge graph]] based on the [[integration]] of both personal and group resources in a social [[context]].
 			- Whereas a [[personal knowledge graph]] is usually maintained using a single [[personal knowledge management]] tool and stored in a single format, an Agora tends to be tool agnostic and support many formats as input.
-		- Being a graph, an Agora can be defined as a set of vertexes or [[nodes]] `N` (entities) and [[edges]] `E` (known links between entities, optionally annotated).
+		- Being a [[graph]], an Agora can be defined as a set of vertexes or [[nodes]] `N` (entities) and [[edges]] `E` (known links between entities, optionally annotated).
 			- Agora [[nodes]] are defined by the set of known resources *about* the entity described by their title or other metadata.
 				- A [[node]] is a community maintained [[collection]] of voice-preserving individual [[subnodes]] defined by the resources contributed by a single user or group.
 			- Because links between two nodes in an Agora can be [[annotated]] (i.e. #tagged or qualified by other nearby links) and have multiplicity, the Agora is in fact a [[hypergraph]].
@@ -17,5 +17,5 @@
 				- Social composition and integration might be sufficient to yield meaning and sufficient order, or at least significantly complement both taxonomic approaches (hierarchical) and individual-scoped eventual convergence (non hierarchical).
 					- A composition of personal [[hierarchies]] yields a social [[heterarchy]].
 					- The social context afforded by an Agora provides a path towards faster eventual convergence (that is, `K` people contributing to `N` nodes as categorized using loose or implicit personal ontologies can converge on useful emergent categories as `K` increases).
-				- Going from a set of voice-preserving [[individual contributions]] to a shared [[group resource]] might be an efficient way to foster opportunistic collaboration.
+				- Going from a set of voice-preserving [[individual contributions]] to a shared [[group resource]] might be an efficient way to foster opportunistic collaboration at scale.
 		-
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