diff --git a/spacy/displacy/render.py b/spacy/displacy/render.py
index ba56beca3..406824eb4 100644
--- a/spacy/displacy/render.py
+++ b/spacy/displacy/render.py
@@ -305,7 +305,7 @@ class EntityRenderer:
         """Render entities in text.
 
         text (str): Original text.
-        spans (list): Individual entity spans and their start, end and label.
+        spans (list): Individual entity spans and their start, end, label, kb_id and kb_url.
         title (str / None): Document title set in Doc.user_data['title'].
         """
         markup = ""
@@ -314,6 +314,12 @@ class EntityRenderer:
             label = span["label"]
             start = span["start"]
             end = span["end"]
+            kb_id = span.get("kb_id", "")
+            kb_url = span.get("kb_url", "")
+            if kb_id:
+                kb_link = """<a style="text-decoration: none; color: black; font-weight: bold" href="{}">{}</a>""".format(kb_url, kb_id)
+            else:
+                kb_link = ""
             additional_params = span.get("params", {})
             entity = escape_html(text[start:end])
             fragments = text[offset:start].split("\n")
@@ -323,7 +329,7 @@ class EntityRenderer:
                     markup += "</br>"
             if self.ents is None or label.upper() in self.ents:
                 color = self.colors.get(label.upper(), self.default_color)
-                ent_settings = {"label": label, "text": entity, "bg": color}
+                ent_settings = {"label": label, "text": entity, "bg": color, "kb_link": kb_link}
                 ent_settings.update(additional_params)
                 markup += self.ent_template.format(**ent_settings)
             else:
diff --git a/spacy/displacy/templates.py b/spacy/displacy/templates.py
index b9cbf717b..53fcc1873 100644
--- a/spacy/displacy/templates.py
+++ b/spacy/displacy/templates.py
@@ -51,7 +51,9 @@ TPL_ENTS = """
 TPL_ENT = """
 <mark class="entity" style="background: {bg}; padding: 0.45em 0.6em; margin: 0 0.25em; line-height: 1; border-radius: 0.35em;">
     {text}
-    <span style="font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem">{label}</span>
+    <span style="font-size: 0.8em; font-weight: bold; line-height: 1; border-radius: 0.35em; vertical-align: middle; margin-left: 0.5rem">{label}
+    {kb_link}
+    </span>
 </mark>
 """
 
diff --git a/website/docs/usage/visualizers.md b/website/docs/usage/visualizers.md
index cc73e7e67..cb643aed1 100644
--- a/website/docs/usage/visualizers.md
+++ b/website/docs/usage/visualizers.md
@@ -297,7 +297,7 @@ position.
 >
 > ```python
 > ex = [{"text": "But Google is starting from behind.",
->        "ents": [{"start": 4, "end": 10, "label": "ORG"}],
+>        "ents": [{"start": 4, "end": 10, "label": "ORG", "kb_id": "Q95", "kb_url": "https://www.wikidata.org/entity/Q95"}],
 >        "title": None}]
 > html = displacy.render(ex, style="ent", manual=True)
 > ```
@@ -323,7 +323,7 @@ position.
 ### ENT input
 {
     "text": "But Google is starting from behind.",
-    "ents": [{"start": 4, "end": 10, "label": "ORG"}],
+    "ents": [{"start": 4, "end": 10, "label": "ORG", "kb_id": "Q95", "kb_url": "https://www.wikidata.org/entity/Q95"}],
     "title": None
 }
 ```