diff --git a/spacy/ner_feats.pxd b/spacy/ner_feats.pxd
deleted file mode 100644
index e69de29bb..000000000
diff --git a/spacy/ner_feats.pyx b/spacy/ner_feats.pyx
deleted file mode 100644
index 18e073c5b..000000000
--- a/spacy/ner_feats.pyx
+++ /dev/null
@@ -1,169 +0,0 @@
-from spacy.context cimport FIELD_IDS, Token
-
-
-cdef Token P4 = FIELD_IDS.P4
-cdef Token P3 = FIELD_IDS.P3
-cdef Token P2 = FIELD_IDS.P2
-cdef Token P1 = FIELD_IDS.P1
-cdef Token N0 = FIELD_IDS.N0
-cdef Token N1 = FIELD_IDS.N1
-cdef Token N2 = FIELD_IDS.N2
-cdef Token N3 = FIELD_IDS.N3
-cdef Token N4 = FIELD_IDS.N4
-
-"""
-TEMPLATES = (
-    (N0.sic,),
-    (N0.cluster,),
-
-    (P1.pos,),
-    (P1.sic,),
-
-    (N1.norm,),
-    (N1.pos,),
-
-    (P1.ner,),
-    (P2.ner,),
-
-    (N0.cluster,),
-    (P1.cluster,),
-    (N1.cluster,),
-
-    (N0.is_alpha,),
-    (N0.is_digit,),
-    (N0.is_title,),
-    (N0.is_upper,),
-
-    (N0.is_title, N0.oft_title),
-    (N0.is_upper, N0.oft_upper),
-
-    (P1.cluster, N0.norm),
-    (N0.norm, N1.cluster),
-
-    (P1.ner, N0.pos),
-    (P2.ner, P1.ner, N0.pos),
-
-    (P2.pos, P1.pos, N0.sic),
-    (N0.sic, N1.pos, N2.pos)
-)
-"""
-
-LOCAL = (
-    (N0.sic,),
-    (P1.sic,),
-    (N1.sic,),
-    (P2.sic,),
-    (N2.sic,),
-    (P3.sic,),
-    (N3.sic,),
-    (P4.sic,),
-    (N4.sic,),
-    
-    (P1.sic, N0.sic,),
-    (N0.sic, N1.sic),
-    
-    (N0.prefix,),
-    (N0.suffix,),
-
-    (P1.shape,),
-    (N0.shape,),
-    (N1.shape,),
-    (P1.shape, N0.shape,),
-    (N0.shape, P1.shape,),
-    (P1.shape, N0.shape, N1.shape),
-    (N2.shape,),
-    (P2.shape,),
-    (P3.shape,),
-    (N3.shape,),
-    (P4.shape,),
-    (N4.shape,),
-
-    (P2.norm, P1.norm, N0.norm),
-    (P1.norm, N0.norm, N1.norm),
-    (N0.norm, N1.norm, N2.norm)
-)
-
-BOOLS = (
-    (N0.is_title,),
-)
-
-
-HISTORY = (
-    (P1.ner,),
-    (P1.ner, N0.sic,),
-    (P2.ner,),
-    (P2.ner, P1.ner),
-    (P2.ner, P1.ner, N0.sic),
-    (P2.pos, P1.ner, N0.pos),
-    (P2.ner, P1.pos, N0.pos),
-    (P3.ner,),
-    (P4.ner,),
-)
-
-POS = (
-    (P4.pos,),
-    (P3.pos,),
-    (P2.pos,),
-    (P1.pos,),
-    (N0.pos,),
-    (N1.pos,),
-    (N2.pos,),
-    (N3.pos,),
-    (N4.pos,),
-
-    (P1.pos, N0.pos),
-    (N0.pos, N1.pos),
-    (P2.pos, P1.pos, N0.pos),
-    (P1.pos, N0.pos, N1.pos),
-    (N0.pos, N1.pos, N2.pos)
-)
-
-CLUSTERS = (
-    (P4.cluster,),
-    (P3.cluster,),
-    (P2.cluster,),
-    (P1.cluster,),
-    (N0.cluster,),
-    (N1.cluster,),
-    (N2.cluster,),
-    (N3.cluster,),
-    (N4.cluster,),
-
-    (P1.cluster, N0.cluster),
-    (N0.cluster, N1.cluster),
-)
-
-
-CLUSTER_POS = (
-    (P1.cluster, N0.pos),
-    (N0.pos, P1.cluster),
-    (N0.cluster, N1.pos),
-    (N0.pos, N1.cluster)
-)
-
-
-GAZ = (
-    (N0.in_males,),
-    (N0.in_females,),
-    (N0.in_surnames,),
-    (N0.in_places,),
-    (N0.in_games,),
-    (N0.in_celebs,),
-    (N0.in_names,),
-    (P1.in_males,),
-    (P1.in_females,),
-    (P1.in_surnames,),
-    (P1.in_places,),
-    (P1.in_games,),
-    (P1.in_celebs,),
-    (P1.in_names,),
-    (N1.in_males,),
-    (N1.in_females,),
-    (N1.in_surnames,),
-    (N1.in_places,),
-    (N1.in_games,),
-    (N1.in_celebs,),
-    (N1.in_names,),
-)
-
-TEMPLATES = LOCAL + HISTORY + CLUSTERS + POS + CLUSTER_POS + GAZ + BOOLS