diff --git a/docs/graph-production-workflow/enrichment-by-pid/orcid-enrichment.md b/docs/graph-production-workflow/enrichment-by-pid/orcid-enrichment.md
index 7bd5be0..1dce9c1 100644
--- a/docs/graph-production-workflow/enrichment-by-pid/orcid-enrichment.md
+++ b/docs/graph-production-workflow/enrichment-by-pid/orcid-enrichment.md
@@ -72,7 +72,7 @@ Then the *Exact reverse fullname match* strategy is applied on the graph and orc
 - Orcid List: James Carl Miller-Jones, Kong Albert
 
 The process is similar to step one, but the ORCID fullname is constructed by reversing the order of given name and family name.
-This step accomodates variation in name formatting. As before if an exact match is found, the ORCID identifier is used to update the metadata of the
+This step accommodates variation in name formatting. As before if an exact match is found, the ORCID identifier is used to update the metadata of the
 graph author, and the ORCID author is removed from the list for subsequent comparisons. With this strategy we can find a match for
 Albert Kong.
 
@@ -84,7 +84,7 @@ The tokens from the two lists are pairwise compared. The outcome of each compari
 - Short Match: A short match happens when both tokens begin with the same character, but one token consists solely of that character.
 - Long Match: Exact correspondence between the two compared words
 
-When a no match is encountered due to different initial characters the starting character, the algorithm proceeds
+When a no match is encountered due to different initial characters, the algorithm proceeds
 to compare the next token in the list with the lexicographically lower preceding token. This allows to be tolerant with missing
 words in one of the two names.
 
@@ -104,7 +104,7 @@ Let us consider directly the names that can be matched by this strategy:
 graph name = James C. A. Miller-Jones
 orcid name = Carl James Miller-Jones
 
-So the two names are broken down into individual words or token that sorted alphabetically to standardize the comparison process.
+So the two names are broken down into individual words or token and sorted alphabetically to standardize the comparison process.
 graph = A C James Miller-Jones
 orcid = Carl James Miller-Jones
 
@@ -130,5 +130,5 @@ Example:
 graph = Mario Enrico Rossi, Mario Rossi
 ORCID = Mario Rossi
 
-As you can see applying only the third strategy, we would associate Mario Rossi's ORCID to Mario Fabrizio Rossi if this one would have been first in teh author list.
+As you can see applying only the third strategy, we would associate Mario Rossi's ORCID to Mario Fabrizio Rossi if this one was first in the author list.