diff --git a/docs/graph-production-workflow/deduplication/research-products.md b/docs/graph-production-workflow/deduplication/research-products.md
index 5942fb6..8cb1aef 100644
--- a/docs/graph-production-workflow/deduplication/research-products.md
+++ b/docs/graph-production-workflow/deduplication/research-products.md
@@ -163,18 +163,19 @@ are included in the group, while the remaining elements are kept ungrouped.
 #### Selection of the pivot record
 
 Each group of duplicate records needs to be identified in the final graph with
-an OpenAIRE identifier, derived from a record of the group known as the pivot
-record. The pivot record is determined after sorting by the following criteria:
+an OpenAIRE identifier, derived from a record of the group known as the _pivot
+record_. It is determined after sorting the group of duplicate records by the 
+following criteria:
 
 1. Records previously chosen as pivot records in the graph's previous
    generations.
-2. Records with identifiers from a "PID authority".
+2. Records with identifiers from a [PID authority](/data-model/pids-and-identifiers#pid-authorities).
 3. Publications from CrossRef or datasets from DataCite.
 4. Records with an earlier date of acceptance.
 5. Records with smaller IDs in lexicographical order.
 
 The first sorting criterion is possible because a state table, called "pivot
-history," is maintained across graph generations. It keeps track of which
+history", is maintained across graph generations. It keeps track of which
 records were used as pivot records in what graph, guaranteed to retain data for
 the last 12 months.