diff --git a/src/deprecations.csv b/src/deprecations.csv
index 46d3a9b9..0fe0e0bc 100644
--- a/src/deprecations.csv
+++ b/src/deprecations.csv
@@ -122,3 +122,4 @@
 "ewn-09369905-n","i85747","ewn-09372942-n","i85763","Duplicate (#1044)"
 "ewn-08893374-n","i83377","ewn-08879115-n","i83373","Merged with hypernym (#1044)"
 "ewn-90010441-n","","ewn-09067337-n","i84182","Merge with hypernym (#1044)"
+"ewn-00596900-v","i24739","ewn-01311849-s","i7131","Not attested (#1060)"
diff --git a/src/yaml/adj.all.yaml b/src/yaml/adj.all.yaml
index e71f0e0a..451a05d3 100644
--- a/src/yaml/adj.all.yaml
+++ b/src/yaml/adj.all.yaml
@@ -61999,7 +61999,7 @@
   - 00896734-a
 00897728-s:
   definition:
-  - of someone or something that balances himself or itself
+  - of someone or something that balances themself or itself
   ili: i4904
   members:
   - self-balancing
diff --git a/src/yaml/adj.pert.yaml b/src/yaml/adj.pert.yaml
index b3e6d525..52ed8f19 100644
--- a/src/yaml/adj.pert.yaml
+++ b/src/yaml/adj.pert.yaml
@@ -2286,7 +2286,7 @@
   partOfSpeech: a
 02650423-a:
   definition:
-  - of or relating to an archdeacon or his office
+  - of or relating to an archdeacon or the archdeacon's office
   ili: i14724
   members:
   - archidiaconal
@@ -15128,7 +15128,7 @@
   partOfSpeech: a
 02872572-a:
   definition:
-  - of or relating to a count palatine and his royal prerogatives
+  - of or relating to a count palatine and the palatine's royal prerogatives
   ili: i16259
   members:
   - palatine
@@ -26065,7 +26065,7 @@
   partOfSpeech: a
 03067709-a:
   definition:
-  - having to do with a consul or his office or duties
+  - having to do with a consul or their office or duties
   ili: i17512
   members:
   - consular
@@ -26602,7 +26602,7 @@
   partOfSpeech: a
 03077232-a:
   definition:
-  - of or pertaining to the relation of a feudal vassal to his lord
+  - of or pertaining to the relation of a feudal vassal to their lord
   example:
   - a feudatory relationship
   ili: i17571
diff --git a/src/yaml/entries-i.yaml b/src/yaml/entries-i.yaml
index 1ebcec91..7bcfee93 100644
--- a/src/yaml/entries-i.yaml
+++ b/src/yaml/entries-i.yaml
@@ -7064,7 +7064,6 @@ ignorance:
     - derivation:
       - ignorant%5:00:02:uneducated:00
       - ignorant%5:00:00:uninformed:00
-      - 'ignore%2:31:01::'
       id: 'ignorance%1:09:00::'
       synset: 05997167-n
 ignorant:
@@ -7135,17 +7134,6 @@ ignore:
       - vtaa
       - vtai
       synset: 00618547-v
-    - antonym:
-      - 'know%2:31:01::'
-      derivation:
-      - 'ignorance%1:09:00::'
-      id: 'ignore%2:31:01::'
-      state:
-      - 'ignorance%1:09:00::'
-      subcat:
-      - via-that
-      - vtai
-      synset: 00596900-v
 ignored:
   a:
     sense:
diff --git a/src/yaml/entries-k.yaml b/src/yaml/entries-k.yaml
index 6225fa67..252f498c 100644
--- a/src/yaml/entries-k.yaml
+++ b/src/yaml/entries-k.yaml
@@ -11154,8 +11154,6 @@ know:
     sense:
     - agent:
       - 'knower%1:18:00::'
-      antonym:
-      - 'ignore%2:31:01::'
       derivation:
       - 'knowable%3:00:00::'
       - 'knower%1:18:00::'
diff --git a/src/yaml/noun.act.yaml b/src/yaml/noun.act.yaml
index 90063232..97fd854f 100644
--- a/src/yaml/noun.act.yaml
+++ b/src/yaml/noun.act.yaml
@@ -2017,7 +2017,7 @@
 00070738-n:
   definition:
   - violation (either through fraud or negligence) by a trustee of a duty that equity
-    requires of him
+    requires of them
   hypernym:
   - 00069993-n
   ili: i35776
@@ -3038,7 +3038,7 @@
 00088669-n:
   definition:
   - (Roman law) a formal award by a magistrate of a thing or person to another person
-    (as the award of a debtor to his creditor); a surrender to a master
+    (as the award of a debtor to their creditor); a surrender to a master
   domain_topic:
   - 06546650-n
   example:
@@ -4300,7 +4300,7 @@
 00110047-n:
   definition:
   - an illegal pitch in which a foreign substance (spit or Vaseline) is applied to
-    the ball by the pitcher before he throws it
+    the ball by the pitcher before they throws it
   hypernym:
   - 00107092-n
   ili: i35981
@@ -5826,7 +5826,7 @@
   partOfSpeech: n
 00134801-n:
   definition:
-  - a blow that knocks the opponent off his feet
+  - a blow that knocks the opponent off their feet
   hypernym:
   - 01175528-n
   ili: i36117
@@ -6075,7 +6075,7 @@
 00138529-n:
   definition:
   - a free kick from the corner awarded to the other side when a player has sent the
-    ball behind his own goal line
+    ball behind their own goal line
   hypernym:
   - 00138354-n
   ili: i36139
@@ -6182,7 +6182,7 @@
 00140364-n:
   definition:
   - (American football) a catch of a punt on the fly by a defensive player who has
-    signalled that he will not run and so should not be tackled
+    signalled that they will not run and so should not be tackled
   domain_topic:
   - 00470726-n
   hypernym:
@@ -8923,7 +8923,7 @@
 00188348-n:
   definition:
   - (soccer) a goal that results when a player inadvertently knocks the ball into
-    the goal he is defending
+    the goal they is defending
   domain_topic:
   - 00479273-n
   example:
@@ -9002,7 +9002,7 @@
   partOfSpeech: n
 00189469-n:
   definition:
-  - a score in American football; a player is tackled behind his own goal line
+  - a score in American football; a player is tackled behind their own goal line
   domain_topic:
   - 00470726-n
   hypernym:
@@ -21622,7 +21622,7 @@
   partOfSpeech: n
 00416553-n:
   definition:
-  - the practice of making a debtor work for his creditor until the debt is discharged
+  - the practice of making a debtor work for their creditor until the debt is discharged
   hypernym:
   - 00411260-n
   ili: i37588
@@ -22644,7 +22644,7 @@
   partOfSpeech: n
 00435784-n:
   definition:
-  - a gymnastic exercise performed on the rings when the gymnast supports himself
+  - a gymnastic exercise performed on the rings when the gymnast supports themself
     with both arms extended horizontally
   hypernym:
   - 00436718-n
@@ -22665,7 +22665,7 @@
 00436122-n:
   definition:
   - a gymnastic exercise performed on the pommel horse when the gymnast (with legs
-    together) swings his legs in a circle while alternating hands on the pommels
+    together) swings their legs in a circle while alternating hands on the pommels
   hypernym:
   - 00436718-n
   ili: i37683
@@ -22862,7 +22862,7 @@
   partOfSpeech: n
 00439665-n:
   definition:
-  - a gymnastic exercise performed on the pommel horse when the gymnast moves his
+  - a gymnastic exercise performed on the pommel horse when the gymnast moves their
     legs as the blades of scissors move
   hypernym:
   - 00436718-n
@@ -23349,7 +23349,7 @@
 00447617-n:
   definition:
   - 'a boxing tactic: pretending to be trapped against the ropes while your opponent
-    wears himself out throwing punches'
+    wears themself out throwing punches'
   hypernym:
   - 00446787-n
   ili: i37750
@@ -25291,7 +25291,7 @@
   partOfSpeech: n
 00485921-n:
   definition:
-  - a game in which a child covers his eyes while the other players hide then tries
+  - a game in which a child covers their eyes while the other players hide then tries
     to find them
   hypernym:
   - 00484946-n
@@ -25594,7 +25594,7 @@
 00492377-n:
   definition:
   - a variety of bridge in which the bidder receives points toward game only for the
-    number of tricks he bid
+    number of tricks they bid
   hypernym:
   - 00491580-n
   ili: i37962
@@ -25679,7 +25679,7 @@
   partOfSpeech: n
 00493735-n:
   definition:
-  - a card game in which players bet against the dealer on the cards he will draw
+  - a card game in which players bet against the dealer on the cards they will draw
     from a dealing box
   hypernym:
   - 00489236-n
@@ -25713,7 +25713,7 @@
   definition:
   - a gambling card game in which chips are placed on the ace and king and queen and
     jack of separate suits (taken from a separate deck); a player plays the lowest
-    card of a suit in his hand and successively higher cards are played until the
+    card of a suit in their hand and successively higher cards are played until the
     sequence stops; the player who plays a card matching one in the layout wins all
     the chips on that card
   hypernym:
@@ -30770,8 +30770,8 @@
   partOfSpeech: n
 00580601-n:
   definition:
-  - (law) the acts performed by an English feudal tenant for the benefit of his lord
-    which formed the consideration for the property granted to him
+  - (law) the acts performed by an English feudal tenant for the benefit of their
+    lord which formed the consideration for the property granted to them
   domain_topic:
   - 06547026-n
   hypernym:
@@ -33301,7 +33301,7 @@
   partOfSpeech: n
 00622566-n:
   definition:
-  - unpaid labor (as for the maintenance of roads) required by a lord of his vassals
+  - unpaid labor (as for the maintenance of roads) required by a lord of their vassals
     in lieu of taxes
   hypernym:
   - 00621992-n
@@ -39135,7 +39135,7 @@
 00727818-n:
   definition:
   - (American football) the position of the football player in the backfield who directs
-    the offensive play of his team
+    the offensive play of their team
   example:
   - quarterback is the most important position on the team
   hypernym:
@@ -43981,7 +43981,7 @@
   partOfSpeech: n
 00815636-n:
   definition:
-  - a wrestling hold in which the opponent's arm is twisted up behind his back
+  - a wrestling hold in which the opponent's arm is twisted up behind their back
   hypernym:
   - 00816119-n
   ili: i39683
@@ -44000,8 +44000,8 @@
   partOfSpeech: n
 00815935-n:
   definition:
-  - a wrestling hold in which the opponent's arms are crossed in front of his own
-    neck to exert pressure on his windpipe
+  - a wrestling hold in which the opponent's arms are crossed in front of their own
+    neck to exert pressure on their windpipe
   hypernym:
   - 00814638-n
   ili: i39685
@@ -45513,7 +45513,7 @@
   partOfSpeech: n
 00843188-n:
   definition:
-  - a dinner where each person pays for his own
+  - a dinner where each person pays for their own
   hypernym:
   - 00842178-n
   ili: i39823
@@ -49532,7 +49532,7 @@
   definition:
   - combining audio and video recording in such a way that the sound is perfectly
     synchronized with the action that produced it; especially synchronizing the movements
-    of a speaker's lips with the sound of his speech
+    of a speaker's lips with the sound of their speech
   hypernym:
   - 00911901-n
   ili: i40193
@@ -52784,7 +52784,7 @@
 00974423-n:
   definition:
   - an amphibious operation conducted for the purpose of deceiving the enemy and leading
-    him into a course of action unfavorable to him
+    them into a course of action unfavorable to them
   hypernym:
   - 00983266-n
   ili: i40494
@@ -53489,7 +53489,8 @@
 00987602-n:
   definition:
   - a method of reconnaissance in which fire is placed on a suspected enemy position
-    in order to cause the enemy to disclose his presence by moving or returning fire
+    in order to cause the enemy to disclose their presence by moving or returning
+    fire
   hypernym:
   - 00986695-n
   ili: i40559
@@ -56501,7 +56502,7 @@
   partOfSpeech: n
 01041339-n:
   definition:
-  - (Roman Catholic Church) the act of a penitent disclosing his sinfulness before
+  - (Roman Catholic Church) the act of a penitent disclosing their sinfulness before
     a priest in the sacrament of penance in the hope of absolution
   domain_topic:
   - 08100476-n
@@ -58760,7 +58761,7 @@
 01078787-n:
   definition:
   - the military doctrine that an enemy will be deterred from using nuclear weapons
-    as long as he can be destroyed as a consequence
+    as long as they can be destroyed as a consequence
   domain_topic:
   - 08215965-n
   example:
@@ -64975,7 +64976,7 @@
 01191273-n:
   definition:
   - a judgment entered in favor of the defendant when the plaintiff has not continued
-    his action (e.g., has not appeared in court)
+    their action (e.g., has not appeared in court)
   domain_topic:
   - 08458195-n
   hypernym:
@@ -65516,7 +65517,7 @@
   partOfSpeech: n
 01200558-n:
   definition:
-  - the prosecution of a defendant for a criminal offense for which he has already
+  - the prosecution of a defendant for a criminal offense for which they have already
     been tried; prohibited in the fifth amendment to the United States Constitution
   domain_topic:
   - 08458195-n
@@ -65553,7 +65554,7 @@
   partOfSpeech: n
 01201240-n:
   definition:
-  - a defendant's answer or plea denying the truth of the charges against him
+  - a defendant's answer or plea denying the truth of the charges against them
   domain_topic:
   - 08458195-n
   example:
diff --git a/src/yaml/noun.artifact.yaml b/src/yaml/noun.artifact.yaml
index e706efde..519d58ec 100644
--- a/src/yaml/noun.artifact.yaml
+++ b/src/yaml/noun.artifact.yaml
@@ -8125,8 +8125,8 @@
   partOfSpeech: n
 02802601-n:
   definition:
-  - a trading card with a picture of a baseball player and information about his playing
-    record
+  - a trading card with a picture of a baseball player and information about their
+    playing record
   hypernym:
   - 04473030-n
   ili: i50508
@@ -15182,7 +15182,7 @@
   partOfSpeech: n
 02908613-n:
   definition:
-  - place where a broker conducts his business
+  - place where a broker conducts their business
   hypernym:
   - 04609402-n
   ili: i51173
@@ -19628,7 +19628,7 @@
   partOfSpeech: n
 02979048-n:
   definition:
-  - (printing) the receptacle in which a compositor has his type, which is divided
+  - (printing) the receptacle in which a compositor has their type, which is divided
     into compartments for the different letters, spaces, or numbers
   domain_topic:
   - 01105064-n
@@ -30278,7 +30278,7 @@
   partOfSpeech: n
 03150385-n:
   definition:
-  - the ball that the billiard player or pool player strikes with his cue
+  - the ball that the billiard player or pool player strikes with their cue
   hypernym:
   - 02842580-n
   ili: i52599
@@ -33701,7 +33701,7 @@
   partOfSpeech: n
 03206680-n:
   definition:
-  - a pail in which a workman carries his lunch or dinner
+  - a pail in which a workman carries their lunch or dinner
   hypernym:
   - 02913195-n
   ili: i52930
@@ -42968,7 +42968,7 @@
   partOfSpeech: n
 03360884-n:
   definition:
-  - the ship that carries the commander of a fleet and flies his flag
+  - the ship that carries the commander of a fleet and flies their flag
   hypernym:
   - 04201332-n
   ili: i53802
@@ -84847,7 +84847,7 @@
   definition:
   - a small board full of holes; each hole contains a slip of paper with symbols printed
     on it; a gambler pays a small sum for the privilege of pushing out a slip in the
-    hope of obtaining one that entitles him to a prize
+    hope of obtaining one that entitles them to a prize
   hypernym:
   - 02860303-n
   ili: i57774
@@ -107162,7 +107162,7 @@
 04385576-n:
   definition:
   - a short sleeveless outer tunic emblazoned with a coat of arms; worn by a knight
-    over his armor or by a herald
+    over the knight's armor or by a herald
   hypernym:
   - 04504865-n
   ili: i59917
diff --git a/src/yaml/noun.attribute.yaml b/src/yaml/noun.attribute.yaml
index 46631f30..c83ab669 100644
--- a/src/yaml/noun.attribute.yaml
+++ b/src/yaml/noun.attribute.yaml
@@ -10206,7 +10206,7 @@
 04812863-n:
   definition:
   - belief of the Roman Catholic Church that God protects the pope from error when
-    he speaks about faith or morality
+    the pope speaks about faith or morality
   hypernym:
   - 04812364-n
   ili: i62258
@@ -31598,7 +31598,8 @@
   partOfSpeech: n
 05187365-n:
   definition:
-  - the right of a lawyer to refuse to divulge confidential information from his client
+  - the right of a lawyer to refuse to divulge confidential information from their
+    client
   hypernym:
   - 05187094-n
   ili: i64194
@@ -31907,7 +31908,7 @@
   definition:
   - a civil right guaranteed by the 6th amendment to the US Constitution, requiring
     that the government provide a quick and public trial for the accused and produce
-    an impartial jury to try him with
+    an impartial jury to try them with
   domain_topic:
   - 08458195-n
   hypernym:
@@ -31920,7 +31921,7 @@
   definition:
   - a civil right guaranteed by the 6th amendment to the US Constitution, requiring
     that the government appoint a lawyer for the defendant and/or pay the defendant's
-    legal fees in case he cannot afford a lawyer
+    legal fees in case they cannot afford a lawyer
   domain_topic:
   - 08458195-n
   hypernym:
diff --git a/src/yaml/noun.cognition.yaml b/src/yaml/noun.cognition.yaml
index cb49b778..c4121fe5 100644
--- a/src/yaml/noun.cognition.yaml
+++ b/src/yaml/noun.cognition.yaml
@@ -16605,8 +16605,8 @@
 05914899-n:
   definition:
   - an illegal scheme for making money by manipulating stock prices; the schemer persuades
-    other people to buy the stock and then sells it himself as soon as the price of
-    the stock rises
+    other people to buy the stock and then sells it themself as soon as the price
+    of the stock rises
   hypernym:
   - 05914396-n
   ili: i67878
@@ -17183,7 +17183,7 @@
 05925114-n:
   definition:
   - a suggestion that is made to a person who is hypnotized that specifies an action
-    he will perform (usually in response to a cue) after he has awakened
+    they will perform (usually in response to a cue) after they have awakened
   hypernym:
   - 05924749-n
   ili: i67928
@@ -19405,7 +19405,7 @@
   partOfSpeech: n
 05965773-n:
   definition:
-  - the principle that a person's nationality at birth is the same as that of his
+  - the principle that a person's nationality at birth is the same as that of their
     natural parents
   domain_topic:
   - 08458195-n
@@ -21325,7 +21325,7 @@
 05999866-n:
   definition:
   - (physics) the principle that an observer has no way of distinguishing whether
-    his laboratory is in a uniform gravitational field or is in an accelerated frame
+    their laboratory is in a uniform gravitational field or is in an accelerated frame
     of reference
   domain_topic:
   - 06100457-n
@@ -28220,7 +28220,7 @@
 06170497-n:
   definition:
   - a Roman Catholic system of casuistry that when expert opinions differ an actor
-    can follow any solidly probable opinion that he wishes even though some different
+    can follow any solidly probable opinion that they wish even though some different
     opinion might be more probable
   hypernym:
   - 06169771-n
@@ -30851,7 +30851,7 @@
 06223917-n:
   definition:
   - 'the political doctrine of Machiavelli: any means (however unscrupulous) can be
-    used by a ruler in order to create and maintain his autocratic government'
+    used by a ruler in order to create and maintain their autocratic government'
   hypernym:
   - 06223773-n
   ili: i69186
@@ -34097,7 +34097,7 @@
 92443929-n:
   definition:
   - (Psychology) a school of thought postulating that the personality of an individual
-    is dependent on the type of his physique (somatotype).
+    is dependent on the type of their physique (somatotype).
   example:
   - Constitutional psychology is a now discredited theory, developed in the 1940s
     by American psychologist William Herbert Sheldon, associating body types with
diff --git a/src/yaml/noun.communication.yaml b/src/yaml/noun.communication.yaml
index 0ffb717a..839877bd 100644
--- a/src/yaml/noun.communication.yaml
+++ b/src/yaml/noun.communication.yaml
@@ -15218,7 +15218,7 @@
   partOfSpeech: n
 06534775-n:
   definition:
-  - a contract in which the contractor is paid his total cost plus a stated percentage
+  - a contract in which the contractor is paid their total cost plus a stated percentage
     of profit
   hypernym:
   - 06532935-n
@@ -16538,7 +16538,7 @@
   partOfSpeech: n
 06556832-n:
   definition:
-  - a document written by someone still legally capable requesting that he should
+  - a document written by someone still legally capable requesting that they should
     be allowed to die if subsequently severely disabled or suffering terminal illness
   domain_topic:
   - 08458195-n
@@ -17486,7 +17486,7 @@
 06572930-n:
   definition:
   - (law) an answer of ‘no contest’ by a defendant who does not admit guilt but that
-    subjects him to conviction
+    subjects them to conviction
   domain_topic:
   - 06551169-n
   hypernym:
@@ -17573,7 +17573,7 @@
 06574427-n:
   definition:
   - the written statement of a plaintiff explaining the cause of action (the defamation)
-    and any relief he seeks
+    and any relief they seeks
   domain_topic:
   - 08458195-n
   hypernym:
@@ -23684,7 +23684,7 @@
   partOfSpeech: n
 06676530-n:
   definition:
-  - a commercial principle that without a warranty the buyer takes upon himself the
+  - a commercial principle that without a warranty the buyer takes upon themself the
     risk of quality
   hypernym:
   - 06668133-n
@@ -27743,7 +27743,7 @@
 06744259-n:
   definition:
   - (law) a contention presented by a lawyer to a judge or jury as part of the case
-    he is arguing
+    they are arguing
   domain_topic:
   - 08458195-n
   hypernym:
@@ -28300,8 +28300,8 @@
   partOfSpeech: n
 06753794-n:
   definition:
-  - (law) a defense by an accused person purporting to show that he or she could not
-    have committed the crime in question
+  - (law) a defense by an accused person purporting to show that they could not have
+    committed the crime in question
   domain_topic:
   - 08458195-n
   hypernym:
@@ -55573,7 +55573,7 @@
   partOfSpeech: n
 07207321-n:
   definition:
-  - a demand by a broker that a customer deposit enough to bring his margin up to
+  - a demand by a broker that a customer deposit enough to bring their margin up to
     the minimum requirement
   hypernym:
   - 07205939-n
@@ -60667,7 +60667,7 @@
   partOfSpeech: n
 07291437-n:
   definition:
-  - an Interpol notice describing a wanted person and asking that he or she be arrested
+  - an Interpol notice describing a wanted person and asking that they be arrested
     with a view to extradition; a wanted notice that is issued by Interpol at the
     request of an Interpol member country and distributed to all member countries
   example:
diff --git a/src/yaml/noun.event.yaml b/src/yaml/noun.event.yaml
index 145f0a58..f247518d 100644
--- a/src/yaml/noun.event.yaml
+++ b/src/yaml/noun.event.yaml
@@ -2710,8 +2710,8 @@
   partOfSpeech: n
 07344962-n:
   definition:
-  - (Hinduism and Buddhism) the effects of a person's actions that determine his destiny
-    in his next incarnation
+  - (Hinduism and Buddhism) the effects of a person's actions that determine their
+    destiny in their next incarnation
   domain_topic:
   - 06246956-n
   - 06250374-n
@@ -4127,7 +4127,7 @@
   partOfSpeech: n
 07368680-n:
   definition:
-  - 'drawing position in chess: any of a player''s possible moves would place his
+  - 'drawing position in chess: any of a player''s possible moves would place their
     king in check'
   hypernym:
   - 07368316-n
@@ -10193,8 +10193,8 @@
   definition:
   - a ceremonial feast held by some Indians of the northwestern coast of North America
     (as in celebrating a marriage or a new accession) in which the host gives gifts
-    to tribesmen and others to display his superior wealth (sometimes, formerly, to
-    his own impoverishment)
+    to tribesmen and others to display their superior wealth (sometimes, formerly,
+    to their own impoverishment)
   hypernym:
   - 07465442-n
   - 07464462-n
@@ -10588,8 +10588,8 @@
   partOfSpeech: n
 07476607-n:
   definition:
-  - a horse race in which each owner declares before the race at what price his horse
-    will be offered for sale after the race
+  - a horse race in which each owner declares before the race at what price their
+    horse will be offered for sale after the race
   hypernym:
   - 07476368-n
   ili: i75929
diff --git a/src/yaml/noun.group.yaml b/src/yaml/noun.group.yaml
index 52da0a58..cb049305 100644
--- a/src/yaml/noun.group.yaml
+++ b/src/yaml/noun.group.yaml
@@ -6028,7 +6028,7 @@
   partOfSpeech: n
 08068698-n:
   definition:
-  - the sovereign and his advisers who are the governing power of a state
+  - the sovereign and their advisers who are the governing power of a state
   hypernym:
   - 08067430-n
   ili: i79520
@@ -6756,7 +6756,7 @@
   partOfSpeech: n
 08081359-n:
   definition:
-  - the defendant and his legal advisors collectively
+  - the defendant and their legal advisors collectively
   example:
   - the defense called for a mistrial
   hypernym:
@@ -25777,7 +25777,7 @@
   wikidata: Q213283
 08419785-n:
   definition:
-  - an ambassador and his entourage collectively
+  - an ambassador and their entourage collectively
   hypernym:
   - 08419399-n
   ili: i81257
diff --git a/src/yaml/noun.location.yaml b/src/yaml/noun.location.yaml
index cfed6e9c..8655a280 100644
--- a/src/yaml/noun.location.yaml
+++ b/src/yaml/noun.location.yaml
@@ -4841,7 +4841,7 @@
   partOfSpeech: n
 08604380-n:
   definition:
-  - the seat within a bishop's diocese where his cathedral is located
+  - the seat within a bishop's diocese where the bishop's cathedral is located
   hypernym:
   - 08665520-n
   ili: i82099
diff --git a/src/yaml/noun.person.yaml b/src/yaml/noun.person.yaml
index b8b0ab71..c0c28f9c 100644
--- a/src/yaml/noun.person.yaml
+++ b/src/yaml/noun.person.yaml
@@ -14110,7 +14110,7 @@
   partOfSpeech: n
 09746665-n:
   definition:
-  - a ruler of the Incas (or a member of his family)
+  - a ruler of the Incas (or a member of their family)
   hypernym:
   - 10560786-n
   ili: i87814
@@ -14300,7 +14300,7 @@
   partOfSpeech: n
 09750074-n:
   definition:
-  - a woman who is a Scot
+  - a female native or inhabitant of Scotland
   hypernym:
   - 09749875-n
   - 10807146-n
@@ -18162,7 +18162,7 @@
   partOfSpeech: n
 09812936-n:
   definition:
-  - a specialist who administers an anesthetic to a patient before he is treated
+  - a specialist who administers an anesthetic to a patient before they are treated
   hypernym:
   - 10651974-n
   ili: i88213
@@ -18601,8 +18601,8 @@
   partOfSpeech: n
 09820054-n:
   definition:
-  - someone who humbles himself as a sign of respect; who behaves as if he had no
-    self-respect
+  - someone who humbles themself as a sign of respect; who behaves as if they had
+    no self-respect
   hypernym:
   - 10704310-n
   ili: i88257
@@ -19316,7 +19316,7 @@
   partOfSpeech: n
 09833786-n:
   definition:
-  - someone who is a member of a legislative assembly
+  - a man who is a member of a legislative assembly
   hypernym:
   - 10541628-n
   - 10306910-n
@@ -19326,7 +19326,7 @@
   partOfSpeech: n
 09833893-n:
   definition:
-  - a woman assemblyman
+  - a woman who is a member of a legislative assembly
   hypernym:
   - 10541628-n
   - 10807146-n
@@ -19797,7 +19797,7 @@
   partOfSpeech: n
 09844815-n:
   definition:
-  - a person who has taught himself
+  - a person who has taught themself
   hypernym:
   - 09786620-n
   ili: i88368
@@ -19865,7 +19865,7 @@
   partOfSpeech: n
 09846007-n:
   definition:
-  - a woman aviator
+  - a female who operates an aircraft
   hypernym:
   - 09845606-n
   - 10807146-n
@@ -20351,7 +20351,7 @@
   partOfSpeech: n
 09853111-n:
   definition:
-  - an acrobat who balances himself in difficult positions
+  - an acrobat who balances themself in difficult positions
   hypernym:
   - 09783804-n
   ili: i88420
@@ -21812,7 +21812,7 @@
   partOfSpeech: n
 09873051-n:
   definition:
-  - a prejudiced person who is intolerant of any opinions differing from his own
+  - a prejudiced person who is intolerant of any opinions differing from their own
   hypernym:
   - 10421831-n
   ili: i88562
@@ -22893,7 +22893,7 @@
   partOfSpeech: n
 09889614-n:
   definition:
-  - someone who fights with his fists for sport
+  - someone who fights with their fists for sport
   hypernym:
   - 09958771-n
   ili: i88668
@@ -23060,7 +23060,7 @@
   partOfSpeech: n
 09892462-n:
   definition:
-  - someone whose profession involves using his head to solve problems
+  - someone whose profession involves using their head to solve problems
   hypernym:
   - 10728103-n
   ili: i88683
@@ -23289,8 +23289,8 @@
   partOfSpeech: n
 09895618-n:
   definition:
-  - a financial specialist who trades for his own account and so acts both as a broker
-    and principal
+  - a financial specialist who trades for their own account and so acts both as a
+    broker and principal
   hypernym:
   - 10494031-n
   ili: i88706
@@ -23418,7 +23418,7 @@
   partOfSpeech: n
 09897417-n:
   definition:
-  - a close friend who accompanies his buddies in their activities
+  - a close friend who accompanies their buddies in their activities
   hypernym:
   - 10132360-n
   ili: i88718
@@ -23603,7 +23603,7 @@
   definition:
   - a citizen of an English borough
   hypernym:
-  - 09720999-n
+  - 09720544-n
   ili: i88733
   members:
   - burgess
@@ -23707,8 +23707,7 @@
   partOfSpeech: n
 09901459-n:
   definition:
-  - a person engaged in commercial or industrial business (especially an owner or
-    executive)
+  - a man engaged in commercial or industrial business
   hypernym:
   - 09902168-n
   - 10306910-n
@@ -23719,7 +23718,7 @@
   partOfSpeech: n
 09902067-n:
   definition:
-  - a female businessperson
+  - a woman engaged in commercial or industrial business
   hypernym:
   - 09902168-n
   - 10807146-n
@@ -23740,7 +23739,7 @@
   wikidata: Q43845
 09902499-n:
   definition:
-  - a traveler whose expenses are paid by the business he works for
+  - a traveler whose expenses are paid by the business they works for
   hypernym:
   - 09652940-n
   ili: i88747
@@ -23887,7 +23886,7 @@
   partOfSpeech: n
 09904267-n:
   definition:
-  - a fighter who strikes the opponent with his head
+  - a fighter who strikes the opponent with their head
   hypernym:
   - 09958771-n
   ili: i88760
@@ -24601,7 +24600,7 @@
   partOfSpeech: n
 09914674-n:
   definition:
-  - a professional who is intent on furthering his or her career by any possible means
+  - a professional who is intent on furthering their career by any possible means
     and often at the expense of their own integrity
   hypernym:
   - 10499838-n
@@ -24731,8 +24730,8 @@
   partOfSpeech: n
 09916622-n:
   definition:
-  - a knight who spends his time in luxury and idleness (knighted on the carpet at
-    court rather than on the field of battle)
+  - a knight who spends their time in luxury and idleness (knighted on the carpet
+    at court rather than on the field of battle)
   hypernym:
   - 10258072-n
   ili: i88841
@@ -24741,8 +24740,8 @@
   partOfSpeech: n
 09916802-n:
   definition:
-  - (medicine) a person (or animal) who has some pathogen to which he is immune but
-    who can pass it on to others
+  - (medicine) a person (or animal) who has some pathogen to which they are immune
+    but who can pass it on to others
   domain_topic:
   - 06052606-n
   hypernym:
@@ -28137,7 +28136,7 @@
   partOfSpeech: n
 09974358-n:
   definition:
-  - a swindler who exploits the confidence of his victim
+  - a swindler who exploits the confidence of their victim
   exemplifies:
   - 06730109-n
   hypernym:
@@ -28799,7 +28798,7 @@
   partOfSpeech: n
 09984954-n:
   definition:
-  - a chef famous for his great skill
+  - a chef famous for their great skill
   hypernym:
   - 09983053-n
   ili: i89228
@@ -29629,7 +29628,7 @@
   partOfSpeech: n
 09997050-n:
   definition:
-  - a peddler who shouts to advertise the goods he sells
+  - a peddler who shouts to advertise the goods they sell
   hypernym:
   - 10431296-n
   - 10553540-n
@@ -30828,7 +30827,7 @@
   partOfSpeech: n
 10015842-n:
   definition:
-  - a nonenterprising person who is not paying his way
+  - a nonenterprising person who is not paying their way
   example:
   - the deadheads on the payroll should be eased out as fast as possible
   hypernym:
@@ -31408,7 +31407,7 @@
   partOfSpeech: n
 10024942-n:
   definition:
-  - an assistant with power to act when his superior is absent
+  - an assistant with power to act when their superior is absent
   hypernym:
   - 09835195-n
   ili: i89475
@@ -31511,8 +31510,8 @@
   partOfSpeech: n
 10026763-n:
   definition:
-  - a disloyal person who betrays or deserts his cause or religion or political party
-    or friend etc.
+  - a disloyal person who betrays or deserts their cause or religion or political
+    party or friend etc.
   hypernym:
   - 10521631-n
   ili: i89485
@@ -32667,7 +32666,7 @@
   partOfSpeech: n
 10046830-n:
   definition:
-  - an oldster in his dotage; someone whose age has impaired his intellect
+  - an oldster in their dotage; someone whose age has impaired their intellect
   hypernym:
   - 10396222-n
   ili: i89592
@@ -32863,8 +32862,8 @@
   partOfSpeech: n
 10049710-n:
   definition:
-  - British soldier; so-called because of his red coat (especially during the American
-    Revolution)
+  - British soldier; so-called because of the soldier's red coat (especially during
+    the American Revolution)
   hypernym:
   - 10641415-n
   ili: i89610
@@ -34048,7 +34047,7 @@
   partOfSpeech: n
 10071145-n:
   definition:
-  - someone who violates a trust by taking (money) for his own use
+  - someone who violates a trust by taking (money) for their own use
   exemplifies:
   - 06730109-n
   hypernym:
@@ -34390,7 +34389,7 @@
   partOfSpeech: n
 10077079-n:
   definition:
-  - a person who transfers his ownership interest in something by signing a check
+  - a person who transfers their ownership interest in something by signing a check
     or negotiable security
   hypernym:
   - 10616642-n
@@ -35337,7 +35336,7 @@
 10092134-n:
   definition:
   - a witness who has knowledge not normally possessed by the average person concerning
-    the topic that he is to testify about
+    the topic that they are to testify about
   hypernym:
   - 10806193-n
   ili: i89850
@@ -36322,7 +36321,7 @@
 10107637-n:
   definition:
   - a legislator who gives long speeches in an effort to delay or obstruct legislation
-    that he (or she) opposes
+    that they opposes
   hypernym:
   - 10273692-n
   - 10020209-n
@@ -36333,7 +36332,7 @@
   partOfSpeech: n
 10107870-n:
   definition:
-  - a parent who murders his own son or daughter
+  - a parent who murders their own son or daughter
   hypernym:
   - 10419190-n
   ili: i89944
@@ -36700,7 +36699,7 @@
   partOfSpeech: n
 10114089-n:
   definition:
-  - a person who whips himself as a religious penance
+  - a person who whips themself as a religious penance
   hypernym:
   - 10433579-n
   ili: i89979
@@ -36709,7 +36708,7 @@
   partOfSpeech: n
 10114213-n:
   definition:
-  - a person who is whipped or whips himself for sexual gratification
+  - a person who is whipped or whips themself for sexual gratification
   exemplifies:
   - 06730109-n
   hypernym:
@@ -36909,7 +36908,7 @@
   partOfSpeech: n
 10116923-n:
   definition:
-  - the legislator who organizes his party's strategy
+  - the legislator who organizes their party's strategy
   hypernym:
   - 10273692-n
   ili: i90000
@@ -37357,7 +37356,6 @@
   - if you want to leave early you have to ask the foreman
   hypernym:
   - 10696316-n
-  - 10306910-n
   ili: i90042
   members:
   - foreman
@@ -39127,7 +39125,7 @@
   partOfSpeech: n
 10151183-n:
   definition:
-  - someone who devotes himself completely
+  - someone who devotes themself completely
   example:
   - there are no greater givers than those who give themselves
   hypernym:
@@ -39464,7 +39462,7 @@
   partOfSpeech: n
 10155666-n:
   definition:
-  - a soldier who performs his duties without proper care or effort
+  - a soldier who performs their duties without proper care or effort
   hypernym:
   - 10641415-n
   - 10627901-n
@@ -40931,7 +40929,7 @@
   partOfSpeech: n
 10176576-n:
   definition:
-  - a guard who carries a halberd (as a symbol of his duty)
+  - a guard who carries a halberd (as a symbol of their duty)
   hypernym:
   - 10169591-n
   ili: i90388
@@ -42047,7 +42045,7 @@
   partOfSpeech: n
 10192613-n:
   definition:
-  - a protagonist who lacks the characteristics that would make him a hero (or her
+  - a protagonist who lacks the characteristics that would make them a hero (or her
     a heroine)
   hypernym:
   - 10192465-n
@@ -42476,7 +42474,7 @@
 10199542-n:
   definition:
   - the person who is in possession of a check or note or bond or document of title
-    that is endorsed to him or to whoever holds it
+    that is endorsed to them or to whoever holds it
   example:
   - the bond was marked ‘payable to bearer’
   hypernym:
@@ -42512,7 +42510,7 @@
   partOfSpeech: n
 10200422-n:
   definition:
-  - an official who remains in office after his term
+  - an official who remains in office after their term
   hypernym:
   - 10392072-n
   ili: i90537
@@ -42697,7 +42695,7 @@
   partOfSpeech: n
 10203175-n:
   definition:
-  - a driver who causes his car's horn to make a loud honking sound
+  - a driver who causes their car's horn to make a loud honking sound
   example:
   - the honker was fined for disturbing the peace
   hypernym:
@@ -42877,7 +42875,7 @@
   partOfSpeech: n
 10205762-n:
   definition:
-  - a woman horseman
+  - a woman skilled in equitation
   hypernym:
   - 10205412-n
   - 10807146-n
@@ -43000,7 +42998,7 @@
   partOfSpeech: n
 10207329-n:
   definition:
-  - someone who performs dangerous stunts to attract attention to himself
+  - someone who performs dangerous stunts to attract attention to themself
   exemplifies:
   - 06730109-n
   hypernym:
@@ -44040,7 +44038,8 @@
   partOfSpeech: n
 10223301-n:
   definition:
-  - an offensive term for someone who asks you to return a present he has given you
+  - an offensive term for someone who asks you to return a present they have given
+    you
   exemplifies:
   - 06730109-n
   hypernym:
@@ -44269,7 +44268,7 @@
   partOfSpeech: n
 10227300-n:
   definition:
-  - a patient who is residing in the hospital where he is being treated
+  - a patient who is residing in the hospital where they are being treated
   hypernym:
   - 10425439-n
   ili: i90705
@@ -44424,7 +44423,7 @@
 10229489-n:
   definition:
   - a person whose interests are protected by an insurance policy; a person who contracts
-    for an insurance policy that indemnifies him against loss of property or life
+    for an insurance policy that indemnifies them against loss of property or life
     or health etc.
   hypernym:
   - 00007846-n
@@ -45326,7 +45325,7 @@
   partOfSpeech: n
 10244116-n:
   definition:
-  - a person believed to bring bad luck to those around him
+  - a person believed to bring bad luck to those around them
   hypernym:
   - 09653829-n
   ili: i90805
@@ -46161,7 +46160,7 @@
   partOfSpeech: n
 10259932-n:
   definition:
-  - someone who thinks he knows everything and refuses to accept advice or information
+  - someone who thinks they know everything and refuses to accept advice or information
     from others
   exemplifies:
   - 07089193-n
@@ -52512,7 +52511,7 @@
   partOfSpeech: n
 10357502-n:
   definition:
-  - a Muslim engaged in what he considers to be a jihad
+  - a Muslim engaged in what they consider to be a jihad
   hypernym:
   - 09701687-n
   ili: i91496
@@ -54467,7 +54466,7 @@
   wikidata: Q893169
 10388794-n:
   definition:
-  - a woman oarsman
+  - a female who rows a boat
   hypernym:
   - 10388619-n
   - 10807146-n
@@ -55304,7 +55303,7 @@
   partOfSpeech: n
 10402793-n:
   definition:
-  - an employee who sacrifices his own individuality for the good of an organization
+  - an employee who sacrifices their own individuality for the good of an organization
   hypernym:
   - 10073616-n
   ili: i91768
@@ -55617,7 +55616,7 @@
   partOfSpeech: n
 10407535-n:
   definition:
-  - a person who lives away from his place of work
+  - a person who lives away from their place of work
   hypernym:
   - 10543112-n
   ili: i91799
@@ -55626,7 +55625,7 @@
   partOfSpeech: n
 10407635-n:
   definition:
-  - a patient who does not reside in the hospital where he is being treated
+  - a patient who does not reside in the hospital where they are being treated
   hypernym:
   - 10425439-n
   ili: i91800
@@ -56863,7 +56862,7 @@
   partOfSpeech: n
 10430185-n:
   definition:
-  - a young child who is small for his age
+  - a young child who is small for their age
   hypernym:
   - 09937051-n
   ili: i91922
@@ -56941,7 +56940,7 @@
   wikidata: Q2066166
 10431296-n:
   definition:
-  - someone who travels about selling his wares (as on the streets or at carnivals)
+  - someone who travels about selling their wares (as on the streets or at carnivals)
   hypernym:
   - 10596736-n
   ili: i91929
@@ -57010,12 +57009,11 @@
   partOfSpeech: n
 10432655-n:
   definition:
-  - a nobleman (duke or marquis or earl or viscount or baron) who is a member of the
-    British peerage
+  - a nobleman or noblewoman who is a member of the British peerage
   domain_region:
   - 08879115-n
   hypernym:
-  - 10291374-n
+  - 09827177-n
   ili: i91935
   members:
   - peer
@@ -57317,7 +57315,7 @@
   partOfSpeech: n
 10437588-n:
   definition:
-  - a diplomat who is acceptable to the government to which he is sent
+  - a diplomat who is acceptable to the government to which they are sent
   hypernym:
   - 10033672-n
   ili: i91965
@@ -57326,7 +57324,7 @@
   partOfSpeech: n
 10437714-n:
   definition:
-  - a diplomat who is unacceptable to the government to which he is sent
+  - a diplomat who is unacceptable to the government to which they are sent
   hypernym:
   - 10033672-n
   ili: i91966
@@ -58039,7 +58037,7 @@
   partOfSpeech: n
 10453818-n:
   definition:
-  - a niggardly person who starves himself (and others)
+  - a niggardly person who starves themself (and others)
   hypernym:
   - 10377436-n
   ili: i92033
@@ -58248,7 +58246,7 @@
   partOfSpeech: n
 10457029-n:
   definition:
-  - someone who uses another person's words or ideas as if they were his own
+  - someone who uses another person's words or ideas as if they were their own
   exemplifies:
   - 06730109-n
   hypernym:
@@ -58838,7 +58836,7 @@
   partOfSpeech: n
 10468986-n:
   definition:
-  - a woman policeman
+  - a female member of a police force
   hypernym:
   - 10468557-n
   - 10807146-n
@@ -59015,7 +59013,7 @@
   partOfSpeech: n
 10472308-n:
   definition:
-  - a man who is effeminate in his manner and fussy in the way he dresses
+  - a man who is effeminate in their manner and fussy in the way they dress
   hypernym:
   - 10306910-n
   ili: i92127
@@ -59179,7 +59177,7 @@
   partOfSpeech: n
 10475481-n:
   definition:
-  - a person who habitually pretends to be something he is not
+  - a person who habitually pretends to be something they are not
   exemplifies:
   - 06730109-n
   hypernym:
@@ -60102,7 +60100,6 @@
   - a person who performs religious duties and ceremonies in a non-Christian religion
   hypernym:
   - 09528285-n
-  - 10306910-n
   ili: i92230
   members:
   - priest
@@ -60295,7 +60292,7 @@
 10494031-n:
   definition:
   - the major party to a financial transaction at a stock exchange; buys and sells
-    for his own account
+    for their own account
   hypernym:
   - 10109789-n
   ili: i92249
@@ -61529,7 +61526,7 @@
   partOfSpeech: n
 10515341-n:
   definition:
-  - one who intrudes or pushes himself forward
+  - one who intrudes or pushes themself forward
   exemplifies:
   - 06730109-n
   hypernym:
@@ -62194,7 +62191,7 @@
   partOfSpeech: n
 10525052-n:
   definition:
-  - executive who is very successful in bringing in business to his company or firm
+  - executive who is very successful in bringing in business to their company or firm
   exemplifies:
   - 07089193-n
   hypernym:
@@ -62683,7 +62680,7 @@
   definition:
   - a recently enlisted soldier
   hypernym:
-  - 10078393-n
+  - 10078585-n
   ili: i92478
   members:
   - recruit
@@ -63246,7 +63243,7 @@
   partOfSpeech: n
 10541446-n:
   definition:
-  - a female newsperson
+  - a female person who investigates and reports or edits news stories
   hypernym:
   - 10541255-n
   - 10807146-n
@@ -63326,7 +63323,7 @@
   partOfSpeech: n
 10542669-n:
   definition:
-  - a scientist who devotes himself to doing research
+  - a scientist who devotes themself to doing research
   hypernym:
   - 10580065-n
   ili: i92540
@@ -64995,7 +64992,7 @@
   partOfSpeech: n
 10569482-n:
   definition:
-  - someone who deceives you about his true nature or intent in order to take advantage
+  - someone who deceives you about their true nature or intent in order to take advantage
     of you
   exemplifies:
   - 06730109-n
@@ -67774,7 +67771,7 @@
 10612003-n:
   definition:
   - a commercial agent who shops at the competitor's store in order to compare their
-    prices and merchandise with those of the store that employs her
+    prices and merchandise with those of the store that employs them
   hypernym:
   - 09796794-n
   ili: i92963
@@ -68665,7 +68662,7 @@
   partOfSpeech: n
 10627901-n:
   definition:
-  - a person who shirks his work or duty (especially one who tries to evade military
+  - a person who shirks their work or duty (especially one who tries to evade military
     service in wartime)
   domain_topic:
   - 08215965-n
@@ -70211,7 +70208,7 @@
   partOfSpeech: n
 10654388-n:
   definition:
-  - an orator who can hold his listeners spellbound
+  - an orator who can hold their listeners spellbound
   hypernym:
   - 10400371-n
   ili: i93196
@@ -70266,7 +70263,7 @@
   partOfSpeech: n
 10655186-n:
   definition:
-  - an inscrutable person who keeps his thoughts and intentions secret
+  - an inscrutable person who keeps their thoughts and intentions secret
   hypernym:
   - 09786620-n
   ili: i93201
@@ -70487,8 +70484,8 @@
   partOfSpeech: n
 10658445-n:
   definition:
-  - a person known for the way she (or he) behaves when teased or defeated or subjected
-    to trying circumstances
+  - a person known for the way they behave when teased or defeated or subjected to
+    trying circumstances
   example:
   - a good sport
   - a poor sport
@@ -71248,7 +71245,7 @@
   partOfSpeech: n
 10671950-n:
   definition:
-  - a woman statesman
+  - a woman who is a respected leader in national or international affairs
   hypernym:
   - 10669601-n
   - 10807146-n
@@ -71980,7 +71977,7 @@
   partOfSpeech: n
 10682391-n:
   definition:
-  - a child who spends most of his time in the streets especially in slum areas
+  - a child who spends most of their time in the streets especially in slum areas
   hypernym:
   - 10761024-n
   ili: i93365
@@ -72637,7 +72634,7 @@
   partOfSpeech: n
 10693108-n:
   definition:
-  - a person who kills himself intentionally
+  - a person who kills themself intentionally
   hypernym:
   - 10250784-n
   ili: i93426
@@ -72647,7 +72644,7 @@
   partOfSpeech: n
 10693215-n:
   definition:
-  - a terrorist who blows himself up in order to kill or injure other people
+  - a terrorist who blows themself up in order to kill or injure other people
   domain_topic:
   - 00761047-n
   hypernym:
@@ -73133,7 +73130,7 @@
 10701338-n:
   definition:
   - someone (usually maleficent) who tries to persuade or force another person to
-    do his bidding
+    do their bidding
   hypernym:
   - 10438586-n
   ili: i93474
@@ -73151,8 +73148,8 @@
   partOfSpeech: n
 10701616-n:
   definition:
-  - an itinerant Australian laborer who carries his personal belongings in a bundle
-    as he travels around in search of work
+  - an itinerant Australian laborer who carries their personal belongings in a bundle
+    as they travels around in search of work
   domain_region:
   - 08849996-n
   hypernym:
@@ -75824,7 +75821,7 @@
   partOfSpeech: n
 10742614-n:
   definition:
-  - someone who betrays his country by committing treason
+  - someone who betrays their country by committing treason
   exemplifies:
   - 06730109-n
   hypernym:
@@ -77346,7 +77343,7 @@
   partOfSpeech: n
 10765000-n:
   definition:
-  - a manservant who acts as a personal attendant to his employer
+  - a manservant who acts as a personal attendant to their employer
   example:
   - Jeeves was Bertie Wooster's man
   hypernym:
@@ -77731,7 +77728,7 @@
   definition:
   - one ranking below or serving in the place of a chairman
   hypernym:
-  - 10488547-n
+  - 10488931-n
   ili: i93919
   members:
   - vice chairman
@@ -78622,8 +78619,8 @@
   partOfSpeech: n
 10783796-n:
   definition:
-  - an operative who initiates his own defection (usually to a hostile country) for
-    political asylum
+  - an operative who initiates their own defection (usually to a hostile country)
+    for political asylum
   exemplifies:
   - 06730109-n
   hypernym:
@@ -79914,8 +79911,8 @@
   partOfSpeech: n
 10802308-n:
   definition:
-  - the pilot who positions his aircraft outside and behind (on the wing of) the leader
-    of a flying formation
+  - the pilot who positions their aircraft outside and behind (on the wing of) the
+    leader of a flying formation
   hypernym:
   - 10452928-n
   ili: i94134
@@ -80008,7 +80005,7 @@
   partOfSpeech: n
 10803557-n:
   definition:
-  - one who uses secret influence (i.e. pulls wires or strings) for his own ends
+  - one who uses secret influence (i.e. pulls wires or strings) for their own ends
   exemplifies:
   - 06730109-n
   hypernym:
@@ -80795,7 +80792,7 @@
   partOfSpeech: n
 10823190-n:
   definition:
-  - in former times was free and cultivated his own land
+  - in former times was free and cultivated their own land
   hypernym:
   - 10130056-n
   ili: i94217
diff --git a/src/yaml/noun.possession.yaml b/src/yaml/noun.possession.yaml
index a301a5c5..f1b26f10 100644
--- a/src/yaml/noun.possession.yaml
+++ b/src/yaml/noun.possession.yaml
@@ -349,7 +349,7 @@
 13267561-n:
   definition:
   - extensive landed property (especially in the country) retained by the owner for
-    his own use
+    their own use
   example:
   - the family owned a large estate on Long Island
   hypernym:
@@ -2597,7 +2597,7 @@
   partOfSpeech: n
 13304056-n:
   definition:
-  - compensation for death or injury suffered by a worker in the course of his employment
+  - compensation for death or injury suffered by a worker in the course of their employment
   hypernym:
   - 13303573-n
   ili: i106468
@@ -2709,7 +2709,7 @@
   partOfSpeech: n
 13305585-n:
   definition:
-  - payment made to a person in a position of trust to corrupt his judgment
+  - payment made to a person in a position of trust to corrupt their judgment
   hypernym:
   - 13299398-n
   ili: i106480
@@ -2729,7 +2729,7 @@
   partOfSpeech: n
 13305996-n:
   definition:
-  - a bribe given to a disc jockey to induce him to promote a particular record
+  - a bribe given to a disc jockey to induce them to promote a particular record
   hypernym:
   - 13305585-n
   ili: i106482
@@ -3358,7 +3358,7 @@
 13316383-n:
   definition:
   - an annuity scheme wherein participants share certain benefits and on the death
-    of any participant his benefits are redistributed among the remaining participants;
+    of any participant their benefits are redistributed among the remaining participants;
     can run for a fixed period of time or until the death of all but one participant
   hypernym:
   - 13315526-n
@@ -4335,7 +4335,7 @@
   partOfSpeech: n
 13332007-n:
   definition:
-  - a deduction allowed to a taxpayer because of his status (having certain dependents
+  - a deduction allowed to a taxpayer because of their status (having certain dependents
     or being blind or being over 65 etc.)
   example:
   - additional exemptions are allowed for each dependent
@@ -5152,7 +5152,7 @@
 13344482-n:
   definition:
   - something for something; that which a party receives (or is promised) in return
-    for something he does or gives or promises
+    for something they do or give or promise
   hypernym:
   - 13344335-n
   ili: i106716
@@ -6096,7 +6096,7 @@
   partOfSpeech: n
 13360204-n:
   definition:
-  - a bond made by a reversioner to secure a loan; payable out of his reversion
+  - a bond made by a reversioner to secure a loan; payable out of their reversion
   hypernym:
   - 13438583-n
   ili: i106805
@@ -6214,8 +6214,8 @@
   partOfSpeech: n
 13362365-n:
   definition:
-  - (law) an interest in an estate that reverts to the grantor (or his heirs) at the
-    end of some period (e.g., the death of the grantee)
+  - (law) an interest in an estate that reverts to the grantor (or their heirs) at
+    the end of some period (e.g., the death of the grantee)
   domain_topic:
   - 08458195-n
   hypernym:
@@ -6329,7 +6329,7 @@
   partOfSpeech: n
 13364299-n:
   definition:
-  - (stock market) a series of transactions in which the speculator increases his
+  - (stock market) a series of transactions in which the speculator increases their
     holdings by using the rising market value of those holdings as margin for further
     purchases
   domain_topic:
@@ -6453,8 +6453,8 @@
 13366575-n:
   definition:
   - a system of automobile insurance where a party who is injured in an automobile
-    accident recovers damages up to a specific amount against his own insurance company
-    regardless of who was responsible for the accident
+    accident recovers damages up to a specific amount against their own insurance
+    company regardless of who was responsible for the accident
   example:
   - the amount of litigation resulting from minor accidents is reduced by no fault
     insurance
@@ -6567,7 +6567,7 @@
   partOfSpeech: n
 13368765-n:
   definition:
-  - a form of life insurance whereby on the death or default of a participant his
+  - a form of life insurance whereby on the death or default of a participant their
     share is distributed to the remaining members
   hypernym:
   - 13368252-n
@@ -8479,7 +8479,7 @@
   partOfSpeech: n
 13400437-n:
   definition:
-  - credit opened by an importer at a bank in his own country upon which an exporter
+  - credit opened by an importer at a bank in their own country upon which an exporter
     may draw
   hypernym:
   - 13399691-n
@@ -9984,7 +9984,7 @@
   partOfSpeech: n
 13423863-n:
   definition:
-  - lien of which a tax collector may avail himself in default of taxes (analogous
+  - lien of which a tax collector may avail themself in default of taxes (analogous
     to a judgment lien)
   hypernym:
   - 13422186-n
@@ -10241,7 +10241,7 @@
   partOfSpeech: n
 13428381-n:
   definition:
-  - a creditor's accounts of money owed to him; normally arise from the sale of products
+  - a creditor's accounts of money owed to them; normally arise from the sale of products
     or services
   exemplifies:
   - 06306016-n
@@ -10264,7 +10264,7 @@
   partOfSpeech: n
 13428734-n:
   definition:
-  - a debtor's accounts of money he owes; normally arise from the purchase of products
+  - a debtor's accounts of money they owe; normally arise from the purchase of products
     or services
   hypernym:
   - 13417227-n
diff --git a/src/yaml/noun.quantity.yaml b/src/yaml/noun.quantity.yaml
index 48adcfc0..0e66323a 100644
--- a/src/yaml/noun.quantity.yaml
+++ b/src/yaml/noun.quantity.yaml
@@ -14108,7 +14108,7 @@
   source: plWordNet 4.0
 92414965-n:
   definition:
-  - the minimum amount of classes a teacher has to conduct, as stated in his contract.
+  - the minimum amount of classes a teacher has to conduct, as stated in their contract.
   hypernym:
   - 13620591-n
   members:
diff --git a/src/yaml/noun.state.yaml b/src/yaml/noun.state.yaml
index 188e3b5d..2a89bc26 100644
--- a/src/yaml/noun.state.yaml
+++ b/src/yaml/noun.state.yaml
@@ -409,7 +409,7 @@
   partOfSpeech: n
 13952369-n:
   definition:
-  - a brokerage account of someone who sells short (sells securities he does not own)
+  - a brokerage account of someone who sells short (sells securities they do not own)
   hypernym:
   - 13952070-n
   ili: i110142
@@ -31182,7 +31182,7 @@
   partOfSpeech: n
 14486915-n:
   definition:
-  - the character flaw or error of a tragic hero that leads to his downfall
+  - the character flaw or error of a tragic hero that leads to their downfall
   hypernym:
   - 14487410-n
   ili: i113015
@@ -31745,7 +31745,7 @@
   partOfSpeech: n
 14497501-n:
   definition:
-  - a manifestation of God's foresightful care for his creatures
+  - a manifestation of God's foresightful care for their creatures
   hypernym:
   - 14496806-n
   ili: i113065
diff --git a/src/yaml/noun.time.yaml b/src/yaml/noun.time.yaml
index a28a093a..32144c80 100644
--- a/src/yaml/noun.time.yaml
+++ b/src/yaml/noun.time.yaml
@@ -4452,7 +4452,7 @@
   partOfSpeech: n
 15211706-n:
   definition:
-  - if the ground hog emerges and sees his shadow on this day, there will be 6 more
+  - if the ground hog emerges and sees its shadow on this day, there will be 6 more
     weeks of winter
   domain_region:
   - 09067337-n
diff --git a/src/yaml/verb.cognition.yaml b/src/yaml/verb.cognition.yaml
index 34fe5934..1e4b0910 100644
--- a/src/yaml/verb.cognition.yaml
+++ b/src/yaml/verb.cognition.yaml
@@ -262,7 +262,7 @@
   partOfSpeech: v
 00594278-v:
   definition:
-  - accept (someone) to be what is claimed or accept his power and authority
+  - accept (someone) to be what is claimed or accept their power and authority
   example:
   - The Crown Prince was acknowledged as the true heir to the throne
   - We do not recognize your gods
@@ -401,13 +401,6 @@
   members:
   - lose track
   partOfSpeech: v
-00596900-v:
-  definition:
-  - be ignorant of or in the dark about
-  ili: i24739
-  members:
-  - ignore
-  partOfSpeech: v
 00597330-v:
   definition:
   - know how to do or perform something
diff --git a/src/yaml/verb.communication.yaml b/src/yaml/verb.communication.yaml
index ad56015e..ea22581d 100644
--- a/src/yaml/verb.communication.yaml
+++ b/src/yaml/verb.communication.yaml
@@ -1490,7 +1490,7 @@
   partOfSpeech: v
 00769852-v:
   definition:
-  - talk to someone with the aim of persuading him
+  - talk to someone with the aim of persuading them
   hypernym:
   - 00768463-v
   ili: i25531
@@ -4893,7 +4893,7 @@
   partOfSpeech: v
 00833137-v:
   definition:
-  - put someone through a debriefing and make him report
+  - put someone through a debriefing and make them report
   example:
   - The released hostages were debriefed
   hypernym:
@@ -11780,7 +11780,7 @@
   partOfSpeech: v
 00959977-v:
   definition:
-  - repeat monotonously, like a cuckoo repeats his call
+  - repeat monotonously, like a cuckoo repeats its call
   hypernym:
   - 00959711-v
   ili: i26385
diff --git a/src/yaml/verb.contact.yaml b/src/yaml/verb.contact.yaml
index 538e50f5..2be2f29e 100644
--- a/src/yaml/verb.contact.yaml
+++ b/src/yaml/verb.contact.yaml
@@ -8263,7 +8263,7 @@
   partOfSpeech: v
 01340609-v:
   definition:
-  - cover the eyes of (someone) to prevent him from seeing
+  - cover the eyes of (someone) to prevent them from seeing
   example:
   - the hostage was blindfolded and driven away
   hypernym:
@@ -8541,7 +8541,7 @@
   partOfSpeech: v
 01345437-v:
   definition:
-  - turn a rope round an object or person in order to secure it or him
+  - turn a rope round an object or person in order to secure it or them
   hypernym:
   - 01343121-v
   ili: i28403
@@ -15286,7 +15286,7 @@
   partOfSpeech: v
 01453962-v:
   definition:
-  - carry someone against his will upside down such that each limb is held by one
+  - carry someone against their will upside down such that each limb is held by one
     person
   hypernym:
   - 01435234-v
@@ -16443,8 +16443,8 @@
   partOfSpeech: v
 01474177-v:
   definition:
-  - take (someone) against his will for compulsory service, especially on board a
-    ship
+  - take (someone) against their will for compulsory service, especially on board
+    a ship
   domain_topic:
   - 00767761-n
   example:
@@ -16487,7 +16487,8 @@
   partOfSpeech: v
 01475047-v:
   definition:
-  - take someone's car from him by force, usually with the intention of stealing it
+  - take someone's car from them by force, usually with the intention of stealing
+    it
   domain_topic:
   - 00767761-n
   example:
@@ -24457,7 +24458,7 @@
   partOfSpeech: v
 01603521-v:
   definition:
-  - touch a player while he is holding the ball
+  - touch a player while they are holding the ball
   domain_topic:
   - 00472688-n
   hypernym:
@@ -24468,7 +24469,7 @@
   partOfSpeech: v
 01603680-v:
   definition:
-  - tag the base runner to get him out
+  - tag the base runner to get them out
   domain_topic:
   - 00472688-n
   hypernym:
diff --git a/src/yaml/verb.creation.yaml b/src/yaml/verb.creation.yaml
index 7c06f2ec..70ce3443 100644
--- a/src/yaml/verb.creation.yaml
+++ b/src/yaml/verb.creation.yaml
@@ -1494,7 +1494,7 @@
   partOfSpeech: v
 01649842-v:
   definition:
-  - compel somebody to do something, often against his own will or judgment
+  - compel somebody to do something, often against their own will or judgment
   example:
   - She finally drove him to change jobs
   hypernym:
diff --git a/src/yaml/verb.motion.yaml b/src/yaml/verb.motion.yaml
index 9045f247..00085821 100644
--- a/src/yaml/verb.motion.yaml
+++ b/src/yaml/verb.motion.yaml
@@ -5938,7 +5938,7 @@
   partOfSpeech: v
 01938064-v:
   definition:
-  - force a person or an animal into a position from which he cannot escape
+  - force a person or an animal into a position from which they cannot escape
   hypernym:
   - 01935739-v
   ili: i31389
@@ -15284,7 +15284,7 @@
   partOfSpeech: v
 02089014-v:
   definition:
-  - march a person against his will by any method
+  - march a person against their will by any method
   hypernym:
   - 02088627-v
   ili: i32171
diff --git a/src/yaml/verb.social.yaml b/src/yaml/verb.social.yaml
index 86646e7b..8fd06f1e 100644
--- a/src/yaml/verb.social.yaml
+++ b/src/yaml/verb.social.yaml
@@ -1474,7 +1474,7 @@
   - 00892737-v
 02400336-v:
   definition:
-  - help out by taking someone's place and temporarily assuming his responsibilities
+  - help out by taking someone's place and temporarily assuming their responsibilities
   example:
   - She is covering for our secretary who is ill this week
   hypernym:
@@ -6310,8 +6310,8 @@
   - 02489797-v
 02489153-v:
   definition:
-  - pull (a person) apart with four horses tied to his extremities, so as to execute
-    him
+  - pull (a person) apart with four horses tied to their extremities, so as to execute
+    them
   example:
   - in the old days, people were drawn and quartered for certain crimes
   hypernym:
@@ -7464,7 +7464,7 @@
   partOfSpeech: v
 02509282-v:
   definition:
-  - send someone back to his homeland against his will, as of refugees
+  - send someone back to their homeland against their will, as of refugees
   hypernym:
   - 02509014-v
   ili: i34234
@@ -9091,7 +9091,7 @@
   partOfSpeech: v
 02539263-v:
   definition:
-  - test someone's alcohol level in his blood by means of a breathalyzer
+  - test someone's alcohol level in their blood by means of a breathalyzer
   hypernym:
   - 02538948-v
   ili: i34369
@@ -9989,7 +9989,7 @@
   partOfSpeech: v
 02555865-v:
   definition:
-  - watch over like a shepherd, as a teacher of her pupils
+  - watch over like a shepherd, as a teacher of their pupils
   hypernym:
   - 01131763-v
   ili: i34445
@@ -11295,7 +11295,7 @@
   partOfSpeech: v
 02578724-v:
   definition:
-  - cheat someone by not returning him enough money
+  - cheat someone by not returning them enough money
   hypernym:
   - 02578034-v
   ili: i34550
@@ -12355,7 +12355,7 @@
   partOfSpeech: v
 02598049-v:
   definition:
-  - release a criminal from detention and place him on parole
+  - release a criminal from detention and place them on parole
   example:
   - The prisoner was paroled after serving 10 years in prison
   hypernym:
diff --git a/src/yaml/verb.stative.yaml b/src/yaml/verb.stative.yaml
index 32c732aa..d82d18e4 100644
--- a/src/yaml/verb.stative.yaml
+++ b/src/yaml/verb.stative.yaml
@@ -2178,7 +2178,7 @@
   partOfSpeech: v
 02649956-v:
   definition:
-  - put a convicted person on probation by suspending his sentence
+  - put a convicted person on probation by suspending their sentence
   hypernym:
   - 02648898-v
   ili: i34887