Update README.md

README.md

@@ -14,9 +14,9 @@ pretty_name: sf-nexus-named-entities
 
 ### Dataset Summary
 
-The SF Nexus Extracted Features Full Texts dataset contains text and metadata from 403 mid-twentieth century science fiction books, originally digitized from Temple University Libraries' Paskow Science Fiction Collection.
+The SF Nexus EF Named Entities dataset contains named entity files generated from 403 mid-twentieth century science fiction books, originally digitized from Temple University Libraries' Paskow Science Fiction Collection.
 After digitization, the books were cleaned using Abbyy FineReader.
-The dataframes in this repository were generated using BookNLP and contain information about the "named entities" in te texts. 
+The dataframes in this repository were generated using BookNLP and contain information about the named entities in the texts. 
 
 ### About the SF Nexus Corpus
 The Paskow Science Fiction collection contains primarily materials from post-WWII, especially mass-market works of the New Wave era (often dated to 1964-1980).