Update README.md

Updates due to dataset name change

README.md

@@ -1,5 +1,5 @@
 ---
-pretty_name: RevX Revolutionary War Era Named Entities
+pretty_name: RevX Revolutionary War Era Named Entity Occurrences
 license: cc0-1.0
 language:
   - en
@@ -32,7 +32,7 @@ configs:
     data_files: parquet/collection=chronam/*.parquet
 ---
 
-# Dataset Card for RevX Revolutionary War Era Named Entities
+# Dataset Card for RevX Revolutionary War Era Named Entity Occurrences
 
 ## Table of Contents
 
@@ -195,7 +195,7 @@ This dataset may be updated as source data is revised or extraction is re-run. A
 ```python
 from datasets import load_dataset
 
-dataset_name = "RevolutionCrossroads/RevX_NER_Entities"
+dataset_name = "RevolutionCrossroads/RevX_NER_Entity_Occurrences
 commit_tag = "NER_v1"
 
 ds = load_dataset(dataset_name, "all", revision=commit_tag, split="train")
@@ -455,18 +455,18 @@ This dataset is released under CC0 1.0 Universal. For rights and reuse informati
 **BibTeX**
 
 ```bibtex
-@dataset{RevolutionCrossroads_NER_Entities_2026,
+@dataset{RevolutionCrossroads_NER_Entity_Occurrences_2026,
   author = {Revolution Crossroads Project Team},
-  title = {RevX Revolutionary War Era Named Entities},
+  title = {RevX Revolutionary War Era Named Entity Occurrences},
   year = {2026},
   publisher = {Hugging Face},
-  url = {https://huggingface.co/datasets/RevolutionCrossroads/RevX_NER_Entities}
+  url = {https://huggingface.co/datasets/RevolutionCrossroads/RevX_NER_Entity_Occurrences}
 }
 ```
 
 **APA**
 
-Revolution Crossroads Project Team. (2026). *RevX Revolutionary War Era Named Entities* [Data set]. Hugging Face. https://huggingface.co/datasets/RevolutionCrossroads/RevX_NER_Entities
+Revolution Crossroads Project Team. (2026). *RevX Revolutionary War Era Named Entity Occurrences* [Data set]. Hugging Face. https://huggingface.co/datasets/RevolutionCrossroads/RevX_NER_Entity_Occurrences
 
 A DOI can be added to both forms if one is assigned to this dataset.