Bugfix in merge_entities (#6005)

* failing test

* bugfix

spacy/tests/regression/test_issue5918.py

@@ -0,0 +1,31 @@
+# coding: utf8
+from __future__ import unicode_literals
+
+from spacy.lang.en import English
+from spacy.pipeline import merge_entities, EntityRuler
+
+
+def test_issue5918():
+    # Test edge case when merging entities.
+    nlp = English()
+    patterns = [
+        {"label": "ORG", "pattern": "Digicon Inc"},
+        {"label": "ORG", "pattern": "Rotan Mosle Inc's"},
+        {"label": "ORG", "pattern": "Rotan Mosle Technology Partners Ltd"},
+    ]
+    ruler = EntityRuler(nlp)
+    ruler.add_patterns(patterns)
+    nlp.add_pipe(ruler)
+
+    text = """
+        Digicon Inc said it has completed the previously-announced disposition
+        of its computer systems division to an investment group led by
+        Rotan Mosle Inc's Rotan Mosle Technology Partners Ltd affiliate.
+        """
+    doc = nlp(text)
+    assert len(doc.ents) == 3
+    # make it so that the third span's head is within the entity (ent_iob=I)
+    # bug #5918 would wrongly transfer that I to the full entity, resulting in 2 instead of 3 final ents.
+    doc[29].head = doc[33]
+    doc = merge_entities(doc)
+    assert len(doc.ents) == 3

spacy/tokens/_retokenize.pyx

@@ -175,6 +175,8 @@ def _merge(Doc doc, merges):
         spans.append(span)
         # House the new merged token where it starts
         token = &doc.c[start]
+        start_ent_iob = doc.c[start].ent_iob
+        start_ent_type = doc.c[start].ent_type
         # Initially set attributes to attributes of span root
         token.tag = doc.c[span.root.i].tag
         token.pos = doc.c[span.root.i].pos
@@ -187,8 +189,8 @@ def _merge(Doc doc, merges):
             merged_iob = 3
             # If start token is I-ENT and previous token is of the same
             # type, then I-ENT (could check I-ENT from start to span root)
-            if doc.c[start].ent_iob == 1 and start > 0 \
+            if start_ent_iob == 1 and start > 0 \
-                    and doc.c[start].ent_type == token.ent_type \
+                    and start_ent_type == token.ent_type \
                     and doc.c[start - 1].ent_type == token.ent_type:
                 merged_iob = 1
         token.ent_iob = merged_iob