--- a
+++ b/doc/figures/introduction/ner_example.py
@@ -0,0 +1,16 @@
+# %%
+import spacy
+from spacy import displacy
+from pathlib import Path
+
+nlp = spacy.load("en_core_web_sm")
+
+sentence_nlp = nlp(
+    "'Don Quixote' is a tragedy written by William Shakespeare sometime between 1599 and 1601."
+)
+html = displacy.render(sentence_nlp, style="ent", page=True, jupyter=False)
+
+with open("ner_hamlet.html", "w") as fin:
+    fin.write(html)
+
+# %%