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+ WordNet Release 3.0
2
+
3
+ This software and database is being provided to you, the LICENSEE, by
4
+ Princeton University under the following license. By obtaining, using
5
+ and/or copying this software and database, you agree that you have
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+ read, understood, and will comply with these terms and conditions.:
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+
8
+ Permission to use, copy, modify and distribute this software and
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+ database and its documentation for any purpose and without fee or
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+ royalty is hereby granted, provided that you agree to comply with
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+ the following copyright notice and statements, including the disclaimer,
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+ and that the same appear on ALL copies of the software, database and
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+ documentation, including modifications that you make for internal
14
+ use or for distribution.
15
+
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+ WordNet 3.0 Copyright 2006 by Princeton University. All rights reserved.
17
+
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+ THIS SOFTWARE AND DATABASE IS PROVIDED "AS IS" AND PRINCETON
19
+ UNIVERSITY MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR
20
+ IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, PRINCETON
21
+ UNIVERSITY MAKES NO REPRESENTATIONS OR WARRANTIES OF MERCHANT-
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+ ABILITY OR FITNESS FOR ANY PARTICULAR PURPOSE OR THAT THE USE
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+ OF THE LICENSED SOFTWARE, DATABASE OR DOCUMENTATION WILL NOT
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+ INFRINGE ANY THIRD PARTY PATENTS, COPYRIGHTS, TRADEMARKS OR
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+ OTHER RIGHTS.
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+
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+ The name of Princeton University or Princeton may not be used in
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+ advertising or publicity pertaining to distribution of the software
29
+ and/or database. Title to copyright in this software, database and
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+ any associated documentation shall at all times remain with
31
+ Princeton University and LICENSEE agrees to preserve same.
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1
+
2
+ This is the README file for WordNet 3.0
3
+
4
+ 1. About WordNet
5
+
6
+ WordNet was developed at Princeton University's Cognitive Science
7
+ Laboratory under the direction of George Miller, James S. McDonnell
8
+ Distinguished University Professor of Psychology, Emeritus. Over the
9
+ years many linguists, lexicographers, students, and software engineers
10
+ have contributed to the project.
11
+
12
+ WordNet is an online lexical reference system. Word forms in WordNet
13
+ are represented in their familiar orthography; word meanings are
14
+ represented by synonym sets (synsets) - lists of synonymous word forms
15
+ that are interchangeable in some context. Two kinds of relations are
16
+ recognized: lexical and semantic. Lexical relations hold between word
17
+ forms; semantic relations hold between word meanings.
18
+
19
+ To learn more about WordNet, the book "WordNet: An Electronic Lexical
20
+ Database," containing an updated version of "Five Papers on WordNet"
21
+ and additional papers by WordNet users, is available from MIT Press:
22
+
23
+ http://mitpress.mit.edu/book-home.tcl?isbn=026206197X
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+
25
+ 2. The WordNet Web Site
26
+
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+ We maintain a Web site at:
28
+
29
+ http://wordnet.princeton.edu
30
+
31
+ Information about WordNet, access to our online interface, and the
32
+ various WordNet packages that you can download are available from our
33
+ web site. All of the software documentation is available online, as
34
+ well as a FAQ. On this site we also have information about other
35
+ applications that use WordNet. If you have an application that you
36
+ would like included, please send e-mail to the above address.
37
+
38
+ 3. Contacting Us
39
+
40
+ Ongoing deveopment work and WordNet related projects are done by a
41
+ small group of researchers, lexicographers, and systems programmers.
42
+ Since our resources are VERY limited, we request that you please
43
+ confine correspondence to WordNet topics only. Please check the
44
+ documentation, FAQ, and other resources for the answer to your
45
+ question or problem before contacting us.
46
+
47
+ If you have trouble installing or downloading WordNet, have a bug to
48
+ report, or any other problem, please refer to the online FAQ file
49
+ first. If you can heal thyself, please do so. The FAQ will be
50
+ updated over time. And if you do find a previously unreported
51
+ problem, please use our Bug Report Form:
52
+
53
+ http://wordnet.princeton.edu/cgi-bin/bugsubmit.pl
54
+
55
+ When reporting a problem, please be as specific as possible, stating
56
+ the computer platform you are using, which interface you are using,
57
+ and the exact error. The more details you can provide, the more
58
+ likely it is that you will get an answer.
59
+
60
+ There is a WordNet user discussion group mailing list that we invite
61
+ our users to join. Users use this list to ask questions of one
62
+ another, announce extensions to WordNet that they've developed, and
63
+ other topics of general usefulness to the user community.
64
+
65
+ Information on joining the user discussion list, reporting bugs and other
66
+ contact information is in found on our website at:
67
+
68
+ http://wordnet.princeton.edu/contact
69
+
70
+ 4. Current Release
71
+
72
+ WordNet Version 3.0 is the latest version available for download. Two
73
+ basic database packages are available - one for Windows and one for
74
+ Unix platforms (including Mac OS X). See the file ChangeLog (Unix) or
75
+ CHANGES.txt (Windows) for a list of changes from previous versions.
76
+
77
+ WordNet packages can either be downloaded from our web site via:
78
+
79
+ http://wordnet.princeton.edu/obtain
80
+
81
+ The Windows package is a self-extracting archive that installs itself
82
+ when you double-click on it.
83
+
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+ Beginning with Version 2.1, we changed the Unix package to a GNU Autotools
85
+ package. The WordNet browser makes use of the open source Tcl and Tk
86
+ packages. Many systems come with either or both pre-installed. If
87
+ your system doesn't (some systems have Tcl installed, but not Tk)
88
+ Tcl/Tk can be downloaded from:
89
+
90
+ http://www.tcl.tk/
91
+
92
+ Tcl and Tk must be installed BEFORE you compile WordNet. You must also
93
+ have a C compiler before installing Tcl/Tk or WordNet. WordNet has
94
+ been built and tested with the GNU gcc compiler. This is
95
+ pre-installed on most Unix systems, and can be downloaded from:
96
+
97
+ http://gcc.gnu.org/
98
+
99
+ See the file INSTALL for detailed WordNet installation instructions.
100
+
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+
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nltk_data/corpora/wordnet/adv.exc ADDED
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nltk_data/corpora/wordnet/citation.bib ADDED
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+ booktitle = "{WordNet}: An Electronic Lexical Database",
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+ address = "Cambridge, MA",
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+ editor = "Fellbaum, Christiane",
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+ publisher = "MIT Press",
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+ year = 1998,
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nltk_data/corpora/wordnet/cntlist.rev ADDED
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nltk_data/corpora/wordnet/data.adv ADDED
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nltk_data/corpora/wordnet/data.noun ADDED
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+ version https://git-lfs.github.com/spec/v1
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nltk_data/corpora/wordnet/index.adj ADDED
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nltk_data/corpora/wordnet/index.adv ADDED
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nltk_data/corpora/wordnet/index.noun ADDED
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nltk_data/corpora/wordnet/index.sense ADDED
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nltk_data/corpora/wordnet/index.verb ADDED
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nltk_data/corpora/wordnet/lexnames ADDED
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1
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nltk_data/corpora/wordnet/noun.exc ADDED
@@ -0,0 +1,2054 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
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2
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3
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4
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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76
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77
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78
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79
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80
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81
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82
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83
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84
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85
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86
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87
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88
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89
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90
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91
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92
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93
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94
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95
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96
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97
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98
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99
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100
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101
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102
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103
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104
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105
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106
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107
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108
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109
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110
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111
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112
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113
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114
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115
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116
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117
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118
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119
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120
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121
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122
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123
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124
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125
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126
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127
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128
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129
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130
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131
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132
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133
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134
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135
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136
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137
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138
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139
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140
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141
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142
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143
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144
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145
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146
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147
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148
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149
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150
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151
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152
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153
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154
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155
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156
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157
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158
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159
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160
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161
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162
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163
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164
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165
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166
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167
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168
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169
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170
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171
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172
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173
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174
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175
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176
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177
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178
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179
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180
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181
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182
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183
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184
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185
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186
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187
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188
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189
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190
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191
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192
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193
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194
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195
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196
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197
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198
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199
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200
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201
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202
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203
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204
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205
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206
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207
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208
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209
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210
+ bibliothecae bibliotheca
211
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212
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213
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214
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215
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216
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217
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218
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219
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220
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221
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222
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223
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224
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225
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226
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227
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228
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229
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230
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231
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232
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233
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234
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235
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236
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237
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238
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239
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240
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241
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242
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243
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244
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245
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246
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247
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248
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249
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250
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251
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252
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253
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254
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255
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256
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257
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258
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259
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260
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261
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262
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263
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264
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265
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266
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267
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268
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269
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270
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271
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272
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273
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274
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275
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276
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277
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278
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279
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280
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281
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282
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283
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284
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285
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286
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287
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288
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289
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290
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291
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292
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293
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294
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295
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296
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297
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298
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299
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300
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301
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302
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303
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304
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305
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306
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307
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308
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309
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
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322
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323
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324
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325
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326
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327
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328
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329
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330
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331
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332
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333
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334
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335
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336
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337
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338
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339
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340
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341
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342
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343
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344
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345
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346
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347
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348
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349
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350
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351
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352
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353
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354
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355
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356
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357
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358
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359
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360
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361
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362
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363
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364
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365
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366
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367
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368
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369
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370
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371
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372
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373
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374
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375
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376
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377
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378
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379
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380
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381
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382
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383
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384
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385
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386
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387
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388
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389
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390
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391
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392
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393
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394
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395
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396
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397
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398
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399
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400
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401
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402
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403
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404
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405
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406
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407
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408
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409
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410
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411
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412
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413
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414
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415
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416
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417
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418
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419
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420
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421
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422
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423
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424
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425
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426
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427
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428
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429
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430
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431
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432
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433
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434
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435
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436
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437
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438
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439
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440
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441
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442
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443
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444
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445
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446
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447
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448
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449
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450
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451
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452
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453
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454
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455
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456
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457
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458
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459
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460
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461
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462
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463
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464
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465
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466
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467
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468
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469
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470
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471
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472
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473
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474
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475
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476
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477
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478
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479
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480
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481
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482
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483
+ culpae culpa
484
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485
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486
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487
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488
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489
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490
+ curricula curriculum
491
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492
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493
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494
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495
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496
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497
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498
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499
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500
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501
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502
+ cysticerci cysticercus
503
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504
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505
+ damselfishes damselfish
506
+ data datum
507
+ daughters-in-law daughter-in-law
508
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509
+ daymios daimio
510
+ dealfishes dealfish
511
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512
+ decennia decennium
513
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514
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515
+ definientia definiens
516
+ delphinia delphinium
517
+ denarii denarius
518
+ dentalia dentalium
519
+ dermatoses dermatosis
520
+ desiderata desideratum
521
+ desperadoes desperado
522
+ devilfishes devilfish
523
+ diaereses diaeresis
524
+ diaerses diaeresis
525
+ diagnoses diagnosis
526
+ dialyses dialysis
527
+ diaphyses diaphysis
528
+ diapophyses diapophysis
529
+ diarthroses diarthrosis
530
+ diastalses diastalsis
531
+ diastases diastasis
532
+ diastemata diastema
533
+ diastemata diastema
534
+ diathses diathesis
535
+ diazoes diazo
536
+ dibbukkim dibbuk
537
+ dichasia dichasium
538
+ dicta dictum
539
+ didoes dido
540
+ diereses dieresis
541
+ dieses diesis
542
+ differentiae differentia
543
+ dilettanti dilettante
544
+ diluvia diluvium
545
+ dingoes dingo
546
+ diplococci diplococcus
547
+ directors-general director-general
548
+ disci discus
549
+ discoboli discobolos discobolus
550
+ dive diva
551
+ diverticula diverticulum
552
+ divertimenti divertimento
553
+ djinn djinni djinny
554
+ dodoes dodo
555
+ dogfishes dogfish
556
+ dogmata dogma
557
+ dogteeth dogtooth
558
+ dollarfishes dollarfish
559
+ domatia domatium
560
+ dominoes domino
561
+ dormice dormouse
562
+ dorsa dorsum
563
+ drachmae drachma
564
+ drawknives drawknife
565
+ drosophilae drosophila
566
+ drumfishes drumfish
567
+ dryades dryad
568
+ dui duo
569
+ duona duodenum
570
+ duonas duodenum
571
+ dupondii dupondius
572
+ duumviri duumvir
573
+ dwarves dwarf
574
+ dybbukkim dybbuk
575
+ ecchymoses ecchymosis
576
+ ecclesiae ecclesia
577
+ ecdyses ecdysis
578
+ echidnae echidna
579
+ echini echinus
580
+ echinococci echinococcus
581
+ echoes echo
582
+ ectozoa ectozoan
583
+ eddoes eddo
584
+ edemata edema
585
+ effluvia effluvium
586
+ eidola eidolon
587
+ eisegeses eisegesis
588
+ eisteddfodau eisteddfod
589
+ elenchi elenchus
590
+ ellipses ellipsis
591
+ eluvia eluvium
592
+ elves elf
593
+ elytra elytron elytrum
594
+ embargoes embargo
595
+ emboli embolus
596
+ emphases emphasis
597
+ emporia emporium
598
+ enarthroses enarthrosis
599
+ encephala encephalon
600
+ encephalitides encephalitis
601
+ encephalomata encephaloma
602
+ enchiridia enchiridion
603
+ enchondromata enchondroma
604
+ encomia encomium
605
+ endamebae endameba
606
+ endamoebae endamoeba
607
+ endocardia endocardium
608
+ endocrania endocranium
609
+ endometria endometrium
610
+ endostea endosteum
611
+ endostoses endostosis
612
+ endothecia endothecium
613
+ endothelia endothelium
614
+ endotheliomata endothelioma
615
+ endozoa endozoan
616
+ enemata enema
617
+ enneahedra enneahedron
618
+ entamebae entameba
619
+ entamoebae entamoeba
620
+ entases entasis
621
+ entera enteron
622
+ entia ens
623
+ entozoa entozoan entozoon
624
+ epencephala epencephalon
625
+ epentheses epenthesis
626
+ epexegeses epexegesis
627
+ ephemera ephemeron
628
+ ephemerae ephemera
629
+ ephemerides ephemeris
630
+ ephori ephor
631
+ epicalyces epicalyx
632
+ epicanthi epicanthus
633
+ epicardia epicardium
634
+ epicedia epicedium
635
+ epicleses epiclesis
636
+ epididymides epididymis
637
+ epigastria epigastrium
638
+ epiglottides epiglottis
639
+ epimysia epimysium
640
+ epiphenomena epiphenomenon
641
+ epiphyses epiphysis
642
+ episterna episternum
643
+ epithalamia epithalamion epithalamium
644
+ epithelia epithelium
645
+ epitheliomata epithelioma
646
+ epizoa epizoan epizoon
647
+ epyllia epyllion
648
+ equilibria equilibrium
649
+ equiseta equisetum
650
+ eringoes eringo
651
+ errata erratum
652
+ eryngoes eryngo
653
+ esophagi esophagus
654
+ etyma etymon
655
+ eucalypti eucalyptus
656
+ eupatridae eupatrid
657
+ euripi euripus
658
+ exanthemata exanthema
659
+ executrices executrix
660
+ exegeses exegesis
661
+ exempla exemplum
662
+ exordia exordium
663
+ exostoses exostosis
664
+ extrema extremum
665
+ eyeteeth eyetooth
666
+ fabliaux fabliau
667
+ faciae facia
668
+ faculae facula
669
+ faeroese faeroese
670
+ fallfishes fallfish
671
+ famuli famulus
672
+ farmers-general farmer-general
673
+ faroese faroese
674
+ farragoes farrago
675
+ fasciae fascia
676
+ fasciculi fasciculus
677
+ fathers-in-law father-in-law
678
+ fatsoes fatso
679
+ faunae fauna
680
+ feculae fecula
681
+ fedayeen fedayee
682
+ feet foot
683
+ fellaheen fellah
684
+ fellahin fellah
685
+ felones_de_se felo_de_se
686
+ felos_de_se felo_de_se
687
+ femora femur
688
+ fenestellae fenestella
689
+ fenestrae fenestra
690
+ feriae feria
691
+ fermate fermata
692
+ ferulae ferula
693
+ festschriften festschrift
694
+ fetiales fetial
695
+ fezzes fez
696
+ fiascoes fiasco
697
+ fibrillae fibrilla
698
+ fibromata fibroma
699
+ fibulae fibula
700
+ ficoes fico
701
+ fideicommissa fideicommissum
702
+ fieldmice fieldmouse
703
+ figs. fig.
704
+ fila filum
705
+ filariiae filaria
706
+ filefishes filefish
707
+ fimbriae fimbria
708
+ fishes fish
709
+ fishwives fishwife
710
+ fistulae fistula
711
+ flabella flabellum
712
+ flagella flagellum
713
+ flagstaves flagstaff
714
+ flambeaux flambeau
715
+ flamines flamen
716
+ flamingoes flamingo
717
+ flatfeet flatfoot
718
+ flatfishes flatfish
719
+ fleurs-de-lis fleur-de-lis
720
+ fleurs-de-lys fleur-de-lys
721
+ flights_of_stairs flight_of_stairs
722
+ flittermice flittermouse
723
+ flocci floccus
724
+ flocculi flocculus
725
+ florae flora
726
+ floreant. floreat
727
+ florilegia florilegium
728
+ flowers-de-luce flower-de-luce
729
+ flyleaves flyleaf
730
+ foci focus
731
+ folia folium
732
+ fora forum
733
+ foramina foramen
734
+ forceps forceps
735
+ forefeet forefoot
736
+ foreteeth foretooth
737
+ formicaria formicarium
738
+ formulae formula
739
+ fornices fornix
740
+ fortes fortis
741
+ fossae fossa
742
+ foveae fovea
743
+ foveolae foveola
744
+ fractocumuli fractocumulus
745
+ fractostrati fractostratus
746
+ fraena fraenum
747
+ frauen frau
748
+ frena frenum
749
+ frenula frenulum
750
+ frescoes fresco
751
+ fricandeaux fricandeau
752
+ fricandoes fricando
753
+ frijoles frijol
754
+ frogfishes frogfish
755
+ frontes frons
756
+ frusta frustum
757
+ fuci fucus
758
+ fulcra fulcrum
759
+ fumatoria fumatorium
760
+ fundi fundus
761
+ fungi fungus
762
+ funiculi funiculus
763
+ furcula furculum
764
+ furculae furcula
765
+ furfures furfur
766
+ galeae galea
767
+ gambadoes gambado
768
+ gametangia gametangium
769
+ gametoecia gametoecium
770
+ gammadia gammadion
771
+ ganglia ganglion
772
+ garfishes garfish
773
+ gas gas
774
+ gasses gas
775
+ gastrulae gastrula
776
+ gateaux gateau
777
+ gazeboes gazebo
778
+ geckoes gecko
779
+ geese goose
780
+ gelsemia gelsemium
781
+ gemboks gemsbok
782
+ gembucks gemsbuck
783
+ gemeinschaften gemeinschaft
784
+ gemmae gemma
785
+ genera genus
786
+ generatrices generatrix
787
+ geneses genesis
788
+ genii genius
789
+ gentes gens
790
+ gentlemen-at-arms gentleman-at-arms
791
+ gentlemen-farmers gentleman-farmer
792
+ genua genu
793
+ genus genus
794
+ germina germen
795
+ gesellschaften gesellschaft
796
+ gestalten gestalt
797
+ ghettoes ghetto
798
+ gingivae gingiva
799
+ gingkoes gingko
800
+ ginglymi ginglymus
801
+ ginkgoes ginkgo
802
+ gippoes gippo
803
+ glabellae glabella
804
+ gladioli gladiolus
805
+ glandes glans
806
+ gliomata glioma
807
+ glissandi glissando
808
+ globefishes globefish
809
+ globigerinae globigerina
810
+ glochidcia glochidium
811
+ glochidia glochidium
812
+ glomeruli glomerulus
813
+ glossae glossa
814
+ glottides glottis
815
+ glutaei glutaeus
816
+ glutei gluteus
817
+ gnoses gnosis
818
+ goatfishes goatfish
819
+ goboes gobo
820
+ godchildren godchild
821
+ goes go
822
+ goings-over going-over
823
+ goldfishes goldfish
824
+ gomphoses gomphosis
825
+ gonia gonion
826
+ gonidia gonidium
827
+ gonococci gonococcus
828
+ goodwives goodwife
829
+ goosefishes goosefish
830
+ gorgoneia gorgoneion
831
+ gospopoda gospodin
832
+ governors_general governor_general
833
+ goyim goy
834
+ gps gps
835
+ grafen graf
836
+ graffiti graffito
837
+ grandchildren grandchild
838
+ grants-in-aid grant-in-aid
839
+ granulomata granuloma
840
+ gravamina gravamen
841
+ grig-gris gris-gris
842
+ groszy grosz
843
+ grottoes grotto
844
+ guilder guilde
845
+ guilders guilde guilder
846
+ guitarfishes guitarfish
847
+ gummata gumma
848
+ gurnard gurnar
849
+ gurnards gurnar gurnard
850
+ guttae gutta
851
+ gymnasia gymnasium
852
+ gynaecea gynaeceum
853
+ gynaecia gynaecium
854
+ gynecea gynecium
855
+ gynecia gynecium
856
+ gynoecea gynoecium
857
+ gynoecia gynoecium
858
+ gyri gyrus
859
+ hadarim heder
860
+ hadjes hadj
861
+ haematolyses haematolysis
862
+ haematomata haematoma
863
+ haematozoa haematozoon
864
+ haemodialyses haemodialysis
865
+ haemolyses haemolysis
866
+ haemoptyses haemoptysis
867
+ haeredes haeres
868
+ haftaroth haftarah
869
+ hagfishes hagfish
870
+ haggadas haggada haggadah
871
+ haggadoth haggada
872
+ hajjes hajj
873
+ haleru haler
874
+ halfpence halfpenny
875
+ hallot hallah
876
+ halloth hallah
877
+ halluces hallux
878
+ haloes halo
879
+ halteres halter haltere
880
+ halves half
881
+ hamuli hamulus
882
+ hangers-on hanger-on
883
+ haphtaroth haphtarah
884
+ haredim haredi
885
+ haruspices haruspex
886
+ hasidim hasid
887
+ hassidim hassid
888
+ haustella haustellum
889
+ haustoria haustorium
890
+ hazzanim hazzan
891
+ hectocotyli hectocotylus
892
+ heirs-at-law heir-at-law
893
+ heldentenore heldentenor
894
+ helices helix
895
+ heliozoa heliozoan
896
+ hematolyses hematolysis
897
+ hematomata hematoma
898
+ hematozoa hematozoon
899
+ hemelytra hemelytron
900
+ hemielytra hemielytron
901
+ hemodialyses hemodialysis
902
+ hemolyses hemolysis
903
+ hemoptyses hemoptysis
904
+ hendecahedra hendecahedron
905
+ hens-and-chickens hen-and-chickens
906
+ heraclidae heraclid
907
+ heraklidae heraklid
908
+ herbaria herbarium
909
+ hermae herm herma
910
+ hermai herma
911
+ herniae hernia
912
+ heroes hero
913
+ herren herr
914
+ hetaerae hetaera
915
+ hetairai hetaira
916
+ hibernacula hibernaculum
917
+ hieracosphinges hieracosphinx
918
+ hila hilum
919
+ hili hilus
920
+ himatia himation
921
+ hippocampi hippocampus
922
+ hippopotami hippopotamus
923
+ his his
924
+ hoboes hobo
925
+ hogfishes hogfish
926
+ homunculi homunculus
927
+ honoraria honorarium
928
+ hooves hoof
929
+ horologia horologium
930
+ houses_of_cards house_of_cards
931
+ housewives housewife
932
+ humeri humerus
933
+ hydrae hydra
934
+ hydromedusae hydromedusa
935
+ hydrozoa hydrozoan
936
+ hymenoptera hymenopteran
937
+ hynia hymenium
938
+ hyniums hymenium
939
+ hypanthia hypanthium
940
+ hyperostoses hyperostosis
941
+ hyphae hypha
942
+ hypnoses hypnosis
943
+ hypochondria hypochondrium
944
+ hypogastria hypogastrium
945
+ hypogea hypogeum
946
+ hypophyses hypophysis
947
+ hypostases hypostasis
948
+ hypothalami hypothalamus
949
+ hypotheses hypothesis
950
+ hyraces hyrax
951
+ iambi iamb
952
+ ibices ibex
953
+ ibo igbo
954
+ ichthyosauri ichthyosaurus
955
+ ichthyosauruses ichthyosaur ichthyosaurus
956
+ iconostases iconostas iconostasis
957
+ icosahedra icosahedron
958
+ ideata ideatum
959
+ igorrorote igorrote
960
+ ilia ilium
961
+ imagines imago
962
+ imagoes imago
963
+ imperia imperium
964
+ impies impi
965
+ incubi incubus
966
+ incudes incus
967
+ indices index
968
+ indigoes indigo
969
+ indumenta indumentum
970
+ indusia indusium
971
+ infundibula infundibulum
972
+ ingushes ingush
973
+ innuendoes innuendo
974
+ inocula inoculum
975
+ inquisitors-general inquisitor-general
976
+ insectaria insectarium
977
+ insulae insula
978
+ intagli intaglio
979
+ interleaves interleaf
980
+ intermezzi intermezzo
981
+ interreges interrex
982
+ interregna interregnum
983
+ intimae intima
984
+ involucella involucellum
985
+ involucra involucre
986
+ involucra involucrum
987
+ irides iris
988
+ irs irs
989
+ is is
990
+ ischia ischium
991
+ isthmi isthmus
992
+ jackeroos jackaroo jackeroo
993
+ jackfishes jackfish
994
+ jackknives jackknife
995
+ jacks-in-the-box jack-in-the-box
996
+ jambeaux jambeau
997
+ jellyfishes jellyfish
998
+ jewelfishes jewelfish
999
+ jewfishes jewfish
1000
+ jingoes jingo
1001
+ jinn jinni
1002
+ joes jo joe
1003
+ judge_advocates_general judge_advocate_general
1004
+ jura jus
1005
+ kaddishim kaddish
1006
+ kalmuck kalmuc
1007
+ kalmucks kalmuc kalmuck
1008
+ katabases katabasis
1009
+ keeshonden keeshond
1010
+ kibbutzim kibbutz
1011
+ killifishes killifish
1012
+ kingfishes kingfish
1013
+ kings-of-arms king-of-arms
1014
+ knights_bachelor knight_bachelor
1015
+ knights_bachelors knight_bachelor
1016
+ knights_templar knight_templar
1017
+ knights_templars knight_templar
1018
+ knives knife
1019
+ kohlrabies kohlrabi
1020
+ kronen krone
1021
+ kroner krone
1022
+ kronur krona
1023
+ krooni kroon
1024
+ kylikes kylix
1025
+ labara labarum
1026
+ labella labellum
1027
+ labia labium
1028
+ labra labrum
1029
+ lactobacilli lactobacillus
1030
+ lacunae lacuna
1031
+ lacunaria lacunar
1032
+ ladies-in-waiting lady-in-waiting
1033
+ lamellae lamella
1034
+ lamiae lamia
1035
+ laminae lamina
1036
+ lapilli lapillus
1037
+ lapithae lapith
1038
+ larvae larva
1039
+ larynges larynx
1040
+ lassoes lasso
1041
+ lati lat
1042
+ latices latex
1043
+ latifundia latifundium
1044
+ latu lat
1045
+ lavaboes lavabo
1046
+ leaves leaf leave
1047
+ lecythi lecythus
1048
+ leges lex
1049
+ lei leu
1050
+ lemmata lemma
1051
+ lemnisci lemniscus
1052
+ lenes lenis
1053
+ lentigines lentigo
1054
+ leonides leonid
1055
+ lepidoptera lepidopteran
1056
+ leprosaria leprosarium
1057
+ lepta lepton
1058
+ leptocephali leptocephalus
1059
+ leucocytozoa leucocytozoan
1060
+ leva lev
1061
+ librae libra
1062
+ libretti libretto
1063
+ lice louse
1064
+ lieder lied
1065
+ ligulae ligula
1066
+ limbi limbus
1067
+ limina limen
1068
+ limites limes
1069
+ limuli limulus
1070
+ lingoes lingo
1071
+ linguae lingua
1072
+ linguae_francae lingua_franca
1073
+ lionfishes lionfish
1074
+ lipomata lipoma
1075
+ lire lira
1076
+ liriodendra liriodendron
1077
+ lisente sente
1078
+ listente sente
1079
+ litai lit litas
1080
+ litu litas
1081
+ lives life
1082
+ lixivia lixivium
1083
+ loaves loaf
1084
+ loci locus
1085
+ loculi loculus
1086
+ loggie loggia
1087
+ logia logion
1088
+ lomenta lomentum
1089
+ longobardi longobard
1090
+ loricae lorica
1091
+ loups-garous loup-garou
1092
+ luba luba
1093
+ lubritoria lubritorium
1094
+ lumbus lumbi
1095
+ lumina lumen
1096
+ lumpfishes lumpfish
1097
+ lungfishes lungfish
1098
+ lunulae lunula
1099
+ lures lur lure
1100
+ lustra lustre
1101
+ lyings-in lying-in
1102
+ lymphangitides lymphangitis
1103
+ lymphomata lymphoma
1104
+ lymphopoieses lymphopoiesis
1105
+ lyses lysis
1106
+ lyttae lytta
1107
+ maare maar
1108
+ macaronies macaroni
1109
+ maccaronies maccaroni
1110
+ machzorim machzor
1111
+ macronuclei macronucleus
1112
+ macrosporangia macrosporangium
1113
+ maculae macula
1114
+ madornos madrono
1115
+ maestri maestro
1116
+ mafiosi mafioso
1117
+ magi magus
1118
+ magmata magma
1119
+ magnificoes magnifico
1120
+ mahzorim mahzor
1121
+ major-axes major_axis
1122
+ major_axes major_axis
1123
+ makuta likuta
1124
+ mallei malleus
1125
+ malleoli malleolus
1126
+ maloti loti
1127
+ mamillae mamilla
1128
+ mammae mamma
1129
+ mammillae mammilla
1130
+ mandingoes mandingo
1131
+ mangoes mango
1132
+ manifestoes manifesto
1133
+ manteaux manteau
1134
+ mantes mantis
1135
+ manubria manubrium
1136
+ marchese marchesa
1137
+ marchesi marchese
1138
+ maremme maremma
1139
+ markkaa markka
1140
+ marsupia marsupium
1141
+ marvels-of-peru marvel-of-peru
1142
+ mass_media mass_medium
1143
+ masses mass masse
1144
+ masters-at-arms master-at-arms
1145
+ matrices matrix
1146
+ matzoth matzo
1147
+ mausolea mausoleum
1148
+ maxillae maxilla
1149
+ maxima maximum
1150
+ media medium
1151
+ mediae media
1152
+ mediastina mediastinum
1153
+ medullae medulla
1154
+ medullae_oblongatae medulla_oblongata
1155
+ medusae medusa
1156
+ megara megaron
1157
+ megasporangia megasporangium
1158
+ megilloth megillah
1159
+ meioses meiosis
1160
+ melanomata melanoma
1161
+ melismata melisma
1162
+ mementoes memento
1163
+ memoranda memorandum
1164
+ men man
1165
+ men-at-arms man-at-arms
1166
+ men-o'-war man-of-war
1167
+ men-of-war man-of-war
1168
+ men_of_letters man_of_letters
1169
+ menisci meniscus
1170
+ menservants manservant
1171
+ menstrua menstruum
1172
+ mesdames madame
1173
+ mesdemoiselles mademoiselle
1174
+ mesentera mesenteron
1175
+ mesothoraces mesothorax
1176
+ messeigneurs monseigneur
1177
+ messieurs monsieur
1178
+ mestizoes mestizo
1179
+ metacarpi metacarpus
1180
+ metamorphoses metamorphosis
1181
+ metanephroi metanephros
1182
+ metastases metastasis
1183
+ metatarsi metatarsus
1184
+ metatheses metathesis
1185
+ metathoraces metathorax
1186
+ metazoa metazoan
1187
+ metempsychoses metempsychosis
1188
+ metencephala metencephalon
1189
+ mezuzoth mezuzah
1190
+ miasmata miasma
1191
+ mice mouse
1192
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1193
+ micrococci micrococcus
1194
+ micronuclei micronucleus
1195
+ microsporangia microsporangium
1196
+ midrashim midrash
1197
+ midwives midwife
1198
+ milia milium
1199
+ milieux milieu
1200
+ militated_against militate_against
1201
+ milkfishes milkfish
1202
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1203
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1204
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1205
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1206
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1207
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1208
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1209
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1210
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1211
+ mishnayoth mishna mishnah
1212
+ mitochondria mitochondrion
1213
+ mitzvoth mitzvah
1214
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1215
+ moduli modulus
1216
+ momenta momentum
1217
+ moments_of_truth moment_of_truth
1218
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1219
+ monades monad monas
1220
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1221
+ monochasia monochasium
1222
+ monopodia monopodium
1223
+ monoptera monopteron
1224
+ monopteroi monopteros
1225
+ monsignori monsignor
1226
+ monts-de-piete mont-de-piete
1227
+ mooncalves mooncalf
1228
+ moonfishes moonfish
1229
+ morae mora
1230
+ moratoria moratorium
1231
+ morceaux morceau
1232
+ morescoes moresco
1233
+ moriscoes morisco
1234
+ morphallaxes morphallaxis
1235
+ morphoses morphosis
1236
+ morses morse mors
1237
+ morulae morula
1238
+ mosasauri mosasaurus
1239
+ moshavim moshav
1240
+ moslim moslem
1241
+ moslims moslem
1242
+ mosquitoes mosquito
1243
+ mothers-in-law mother-in-law
1244
+ mothers_superior mother_superior
1245
+ mottoes motto
1246
+ movers_and_shakers mover_and_shaker
1247
+ mucosae mucosa
1248
+ mucrones mucro
1249
+ mudejares mudejar
1250
+ mudfishes mudfish
1251
+ mulattoes mulatto
1252
+ multiparae multipara
1253
+ murices murex
1254
+ muskallunge muskellunge
1255
+ mycelia mycelium
1256
+ mycetomata mycetoma
1257
+ mycobacteria mycobacterium
1258
+ mycorrhizae mycorrhiza
1259
+ myelencephala myelencephalon
1260
+ myiases myiasis
1261
+ myocardia myocardium
1262
+ myofibrillae myofibrilla
1263
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1264
+ myoses myosis
1265
+ myrmidones myrmidon
1266
+ mythoi mythos
1267
+ myxomata myxoma
1268
+ naevi naevus
1269
+ naiades naiad
1270
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1271
+ narcissi narcissus
1272
+ nares naris
1273
+ nasopharynges nasopharynx
1274
+ natatoria natatorium
1275
+ naumachiae naumachia
1276
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1277
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1278
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1279
+ navajoes navajo
1280
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1281
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1282
+ needlefishes needlefish
1283
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1284
+ negritoes negrito
1285
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1286
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1287
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1288
+ nereides nereid
1289
+ neurohypophyses neurohypophysis
1290
+ neuromata neuroma
1291
+ neuroptera neuropteron
1292
+ neuroses neurosis
1293
+ nevi nevus
1294
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1295
+ nidi nidus
1296
+ nielli niello
1297
+ nilgai nilgai
1298
+ nimbi nimbus
1299
+ nimbostrati nimbostratus
1300
+ noctilucae noctiluca
1301
+ nodi nodus
1302
+ noes no
1303
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1304
+ nota notum
1305
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1306
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1307
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1308
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1309
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1310
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1311
+ nuchae nucha
1312
+ nuclei nucleus
1313
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1314
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1315
+ numbfishes numbfish
1316
+ numina numen
1317
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1318
+ oarfishes oarfish
1319
+ oases oasis
1320
+ obeli obelus
1321
+ objets_d'art objet_d'art
1322
+ obligati obligato
1323
+ oboli obolus
1324
+ occipita occiput
1325
+ oceanaria oceanarium
1326
+ oceanides oceanid
1327
+ ocelli ocellus
1328
+ ochreae ochrea
1329
+ ocreae ochrea ocrea
1330
+ octahedra octahedron
1331
+ octopi octopus
1332
+ oculi oculus
1333
+ odea odeum
1334
+ oedemata edema oedema
1335
+ oesophagi esophagus oesophagus
1336
+ oldwives oldwife
1337
+ olea oleum
1338
+ omasa omasum
1339
+ omayyades omayyad
1340
+ omenta omentum
1341
+ ommatidia ommatidium
1342
+ ommiades ommiad
1343
+ onagri onager
1344
+ oogonia oogonium
1345
+ oothecae ootheca
1346
+ operas_seria opera_seria
1347
+ opercula operculum
1348
+ optic_axes optic_axis
1349
+ optima optimum
1350
+ ora os
1351
+ organa organon organum
1352
+ organums organa organum
1353
+ orthoptera orthopteron
1354
+ osar os
1355
+ oscula osculum
1356
+ ossa os
1357
+ osteomata osteoma
1358
+ ostia ostium
1359
+ ottomans othman ottoman
1360
+ ova ovum
1361
+ ovoli ovolo
1362
+ ovotestes ovotestis
1363
+ oxen ox
1364
+ oxymora oxymoron
1365
+ paddlefishes paddlefish
1366
+ paise paisa
1367
+ paleae palea
1368
+ palestrae palestra
1369
+ palingeneses palingenesis
1370
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1371
+ palmettoes palmetto
1372
+ palpi palpus
1373
+ pancratia pancratium
1374
+ panettoni panettone
1375
+ paparazzi paparazzo
1376
+ paperknives paperknife
1377
+ papillae papilla
1378
+ papillomata papilloma
1379
+ pappi pappus
1380
+ papulae papula
1381
+ papyri papyrus
1382
+ parabases parabasis
1383
+ paraleipses paraleipsis paralipsis
1384
+ paralyses paralysis
1385
+ paramecia paramecium
1386
+ paramenta parament
1387
+ paraphyses paraphysis
1388
+ parapodia parapodium
1389
+ parapraxes parapraxis
1390
+ paraselenae paraselene
1391
+ parashoth parashah
1392
+ parasyntheta parasyntheton
1393
+ parazoa parazoan
1394
+ parentheses parenthesis
1395
+ parerga parergon
1396
+ parhelia parhelion
1397
+ parietes paries
1398
+ paris-mutuels pari-mutuel
1399
+ parrotfishes parrotfish
1400
+ parulides parulis
1401
+ pasos_dobles paso_doble
1402
+ passers-by passer-by
1403
+ pastorali pastorale
1404
+ patagia patagium
1405
+ patellae patella
1406
+ patinae patina
1407
+ patresfamilias paterfamilias
1408
+ pease pea
1409
+ peccadilloes peccadillo
1410
+ pectines pecten
1411
+ pedaloes pedalo
1412
+ pedes pes
1413
+ pekingese pekinese
1414
+ pelves pelvis
1415
+ pence penny
1416
+ penes penis
1417
+ penetralium penetralia
1418
+ penicillia penicillium
1419
+ penknives penknife
1420
+ pennae penna
1421
+ pennia penni
1422
+ pentahedra pentahedron
1423
+ pentimenti pentimento
1424
+ penumbrae penumbra
1425
+ pepla peplum
1426
+ pericardia pericardium
1427
+ perichondria perichondrium
1428
+ pericrania pericranium
1429
+ peridia peridium
1430
+ perigonia perigonium
1431
+ perihelia perihelion
1432
+ perinea perineum
1433
+ perinephria perinephrium
1434
+ perionychia perionychium
1435
+ periostea periosteum
1436
+ periphrases periphrasis
1437
+ peristalses peristalsis
1438
+ perithecia perithecium
1439
+ peritonea peritoneum
1440
+ personae persona
1441
+ petechiae petechia
1442
+ pfennige pfennig
1443
+ phalanges phalange phalanx
1444
+ phalli phallus
1445
+ pharynges pharynx
1446
+ phenomena phenomenon
1447
+ phi-phenomena phi-phenomenon
1448
+ philodendra philodendron
1449
+ phlyctenae phlyctaena phlyctena
1450
+ phyla phylum
1451
+ phylae phyle
1452
+ phyllotaxes phyllotaxis
1453
+ phylloxerae phylloxera
1454
+ phylogeneses phylogenesis
1455
+ pieds-a-terre pied-a-terre
1456
+ pigfishes pigfish
1457
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1458
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1459
+ pineta pinetum
1460
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1461
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1462
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1463
+ pinnulae pinnula
1464
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1465
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1466
+ piscinae piscina
1467
+ pithecanthropi pithecanthropus
1468
+ pithoi pithos
1469
+ placeboes placebo
1470
+ placentae placenta
1471
+ planetaria planetarium
1472
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1473
+ plasmodesmata plasmodesma
1474
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1475
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1476
+ plectra plectron plectrum
1477
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1478
+ pleura pleuron
1479
+ pleurae pleura
1480
+ plicae plica
1481
+ ploughmen ploughman plowman
1482
+ pneumobacilli pneumobacillus
1483
+ pneumococci pneumococcus
1484
+ pocketknives pocketknife
1485
+ podetia podetium
1486
+ podia podium
1487
+ poleis polis
1488
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1489
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1490
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1491
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1492
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1493
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1494
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1495
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1496
+ pontes pons
1497
+ pontifices pontifex
1498
+ portamenti portamento
1499
+ porticoes portico
1500
+ portmanteaux portmanteau
1501
+ postliminia postliminium
1502
+ potatoes potato
1503
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1504
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1505
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1506
+ premaxillae premaxilla
1507
+ prenomina prenomen
1508
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1509
+ primi primo
1510
+ primigravidae primigravida
1511
+ primiparae primipara
1512
+ primordia primordium
1513
+ principia principium
1514
+ proboscides proboscis
1515
+ proces-verbaux proces-verbal
1516
+ proglottides proglottid proglottis
1517
+ prognoses prognosis
1518
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1519
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1520
+ promycelia promycelium
1521
+ pronephra pronephros
1522
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1523
+ pronuclei pronucleus
1524
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1525
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1526
+ propyla propylon
1527
+ propylaea propylaeum
1528
+ proscenia proscenium
1529
+ prosencephala prosencephalon
1530
+ prostheses prosthesis
1531
+ prostomia prostomium
1532
+ protases protasis
1533
+ prothalamia prothalamion prothalamium
1534
+ prothalli prothallus
1535
+ prothallia prothallium
1536
+ prothoraces prothorax
1537
+ protonemata protonema
1538
+ protozoa protozoan
1539
+ proventriculi proventriculus
1540
+ provisoes proviso
1541
+ prytanea prytaneum
1542
+ psalteria psalterium
1543
+ pseudopodia pseudopodium
1544
+ psychoneuroses psychoneurosis
1545
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1546
+ pterygia pterygium
1547
+ pterylae pteryla
1548
+ ptoses ptosis
1549
+ pubes pubis
1550
+ pudenda pudendum
1551
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1552
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1553
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1554
+ punchinelloes punchinello
1555
+ pupae pupa
1556
+ puparia puparium
1557
+ putamina putamen
1558
+ putti putto
1559
+ pycnidia pycnidium
1560
+ pygidia pygidium
1561
+ pylori pylorus
1562
+ pyxides pyxis
1563
+ pyxidia pyxidium
1564
+ qaddishim qaddish
1565
+ quadrennia quadrennium
1566
+ quadrigae quadriga
1567
+ qualia quale
1568
+ quanta quantum
1569
+ quarterstaves quarterstaff
1570
+ quezales quezal
1571
+ quinquennia quinquennium
1572
+ quizzes quiz
1573
+ rabatos rabato rebato
1574
+ rabbitfishes rabbitfish
1575
+ rachides rhachis
1576
+ radices radix
1577
+ radii radius
1578
+ radulae radula
1579
+ ramenta ramentum
1580
+ rami ramus
1581
+ ranulae ranula
1582
+ ranunculi ranunculus
1583
+ raphae raphe
1584
+ raphides raphide raphis
1585
+ ratfishes ratfish
1586
+ reales real
1587
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1588
+ recta rectum
1589
+ recti rectus
1590
+ rectrices rectrix
1591
+ redfishes redfish
1592
+ rediae redia
1593
+ referenda referendum
1594
+ refugia refugium
1595
+ reguli regulus
1596
+ reis real
1597
+ relata relatum
1598
+ remiges remex
1599
+ reremice rearmouse reremouse
1600
+ reseaux reseau
1601
+ residua residuum
1602
+ responsa responsum
1603
+ retia rete
1604
+ retiarii retiarius
1605
+ reticula reticulum
1606
+ retinacula retinaculum
1607
+ retinae retina
1608
+ rhabdomyomata rhabdomyoma
1609
+ rhachides rhachis
1610
+ rhachises rachis rhachis
1611
+ rhinencephala rhinencephalon
1612
+ rhizobia rhizobium
1613
+ rhombi rhombus
1614
+ rhonchi rhonchus
1615
+ rhyta rhyton
1616
+ ribbonfishes ribbonfish
1617
+ ricercacari ricercare
1618
+ ricercari ricercare
1619
+ rickettsiae rickettsia
1620
+ rilievi rilievo
1621
+ rimae rima
1622
+ robes-de-chambre robe-de-chambre
1623
+ rockfishes rockfish
1624
+ roma rom
1625
+ romans-fleuves roman-fleuve
1626
+ rondeaux rondeau
1627
+ rosaria rosarium
1628
+ rosefishes rosefish
1629
+ rostella rostellum
1630
+ rostra rostrum
1631
+ rouleaux rouleau
1632
+ rugae ruga
1633
+ rumina rumen
1634
+ runners-up runner-up
1635
+ sacra sacrum
1636
+ sacraria sacrarium
1637
+ saguaros saguaro sahuaro
1638
+ sailfishes sailfish
1639
+ salespeople salesperson
1640
+ salmonellae salmonella
1641
+ salpae salpa
1642
+ salpinges salpinx
1643
+ saltarelli saltarello
1644
+ salvoes salvo
1645
+ sancta sanctum
1646
+ sanitaria sanitarium
1647
+ santimi santims
1648
+ saphenae saphena
1649
+ sarcophagi sarcophagus
1650
+ sartorii sartorius
1651
+ sassanidae sassanid
1652
+ sawfishes sawfish
1653
+ scaldfishes scaldfish
1654
+ scaleni scalenus
1655
+ scapulae scapula
1656
+ scarabaei scarabaeus
1657
+ scarves scarf
1658
+ schatchonim schatchen shadchan
1659
+ schemata schema
1660
+ scherzandi scherzando
1661
+ scherzi scherzo
1662
+ schmoes schmo
1663
+ scholia scholium
1664
+ schuln schul
1665
+ schutzstaffeln schutzstaffel
1666
+ scirrhi scirrhus
1667
+ scleromata scleroma
1668
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1669
+ sclerotia sclerotium
1670
+ scoleces scolex
1671
+ scolices scolex
1672
+ scopulae scopula
1673
+ scoriae scoria
1674
+ scotomata scotoma
1675
+ scriptoria scriptorium
1676
+ scrota scrotum
1677
+ scudi scudo
1678
+ scuta scutum
1679
+ scutella scutellum
1680
+ scyphi scyphus
1681
+ scyphistomae scyphistoma
1682
+ scyphozoa scyphozoan
1683
+ secondi secondo
1684
+ secretaries-general secretary-general
1685
+ segni segno
1686
+ seleucidae seleucid
1687
+ selves self
1688
+ senores senor
1689
+ sensilla sensillum
1690
+ senti sent
1691
+ senussis senusi senussi
1692
+ separatrices separatrix
1693
+ sephardim sephardi
1694
+ septa septum
1695
+ septaria septarium
1696
+ septennia septennium
1697
+ sequelae sequela
1698
+ sequestra sequestrum
1699
+ sera serum
1700
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1701
+ sestertia sestertium
1702
+ setae seta
1703
+ sgraffiti sgraffito
1704
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1705
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1706
+ shackoes shacko
1707
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1708
+ shadchans schatchen shadchan
1709
+ shakoes shako
1710
+ shammosim shammas shammes
1711
+ sheatfishes sheatfish
1712
+ sheaves sheaf
1713
+ shellfishes shellfish
1714
+ shelves shelf
1715
+ shinleaves shinleaf
1716
+ shittim shittah
1717
+ shmoes shmo
1718
+ shofroth shofar shophar
1719
+ shophroth shophar
1720
+ shrewmice shrewmouse
1721
+ shuln shul
1722
+ siddurim siddur
1723
+ sigloi siglos
1724
+ signore signora
1725
+ signori signior signore
1726
+ signorine signorina
1727
+ siliquae siliqua
1728
+ silvae silva
1729
+ silverfishes silverfish
1730
+ simulacra simulacrum
1731
+ sincipita sinciput
1732
+ sinfonie sinfonia
1733
+ sisters-in-law sister-in-law
1734
+ sistra sistrum
1735
+ situlae situla
1736
+ smalti smalto
1737
+ snaggleteeth snaggletooth
1738
+ snailfishes snailfish
1739
+ snipefishes snipefish
1740
+ socmen socman sokeman
1741
+ sola solum
1742
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1743
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1744
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1745
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1746
+ solfeggi solfeggio
1747
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1748
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1749
+ somata soma
1750
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1751
+ soprani soprano
1752
+ sordini sordino
1753
+ sori sorus
1754
+ soroses sorosis
1755
+ sovkhozy sovkhoz
1756
+ spadefishes spadefish
1757
+ spadices spadix
1758
+ spearfishes spearfish
1759
+ spectra spectrum
1760
+ specula speculum
1761
+ spermatia spermatium
1762
+ spermatogonia spermatogonium
1763
+ spermatozoa spermatozoon
1764
+ spermogonia spermogonium
1765
+ sphinges sphinx
1766
+ spicae spica
1767
+ spicula spiculum
1768
+ spirilla spirillum
1769
+ splayfeet splayfoot
1770
+ splenii splenius
1771
+ sporangia sporangium
1772
+ sporogonia sporogonium
1773
+ sporozoa sporozoan
1774
+ springhase springhaas
1775
+ spumoni spumone
1776
+ sputa sputum
1777
+ squamae squama
1778
+ squashes squash
1779
+ squillae squilla
1780
+ squirrelfishes squirrelfish
1781
+ squizzes squiz
1782
+ stadia stadium
1783
+ stamina stamen
1784
+ staminodia staminodium
1785
+ stapedes stapes
1786
+ staphylococci staphylococcus
1787
+ staretsy starets
1788
+ starfishes starfish
1789
+ startsy starets
1790
+ stelae stele
1791
+ stemmata stemma
1792
+ stenoses stenosis
1793
+ stepchildren stepchild
1794
+ sterna sternum
1795
+ stigmata stigma
1796
+ stimuli stimulus
1797
+ stipites stipes
1798
+ stirpes stirps
1799
+ stoae stoa
1800
+ stockfishes stockfish
1801
+ stomata stoma
1802
+ stomodaea stomodaeum
1803
+ stomodea stomodeum
1804
+ stonefishes stonefish
1805
+ stotinki stotinka
1806
+ stotkini stotinka
1807
+ strappadoes strappado
1808
+ strata stratum
1809
+ strati stratus
1810
+ stratocumuli stratocumulus
1811
+ street_children street_child
1812
+ streptococci streptococcus
1813
+ stretti stretto
1814
+ striae stria
1815
+ strobili strobilus
1816
+ stromata stroma
1817
+ strumae struma
1818
+ stuccoes stucco
1819
+ styli stylus
1820
+ stylopes stylops
1821
+ stylopodia stylopodium
1822
+ subcortices subcortex
1823
+ subdeliria subdelirium
1824
+ subgenera subgenus
1825
+ subindices subindex
1826
+ submucosae submucosa
1827
+ subphyla subphylum
1828
+ substrasta substratum
1829
+ succedanea succedaneum
1830
+ succubi succubus
1831
+ suckerfishes suckerfish
1832
+ suckfishes suckfish
1833
+ sudaria sudarium
1834
+ sudatoria sudatorium
1835
+ sudatoria sudatorium
1836
+ sulci sulcus
1837
+ summae summa
1838
+ sunfishes sunfish
1839
+ supercargoes supercargo
1840
+ superheroes superhero
1841
+ supernovae supernova
1842
+ superstrata superstratum
1843
+ surgeonfishes surgeonfish
1844
+ swamies swami
1845
+ sweetiewives sweetiewife
1846
+ swellfishes swellfish
1847
+ swordfishes swordfish
1848
+ syconia syconium
1849
+ syllabi syllabus
1850
+ syllepses syllepsis
1851
+ symphyses symphysis
1852
+ sympodia sympodium
1853
+ symposia symposium
1854
+ synapses synapsis
1855
+ synarthroses synarthrosis
1856
+ synclinoria synclinorium
1857
+ syncytia syncytium
1858
+ syndesmoses syndesmosis
1859
+ synopses synopsis
1860
+ syntagmata syntagma
1861
+ syntheses synthesis
1862
+ syphilomata syphiloma
1863
+ syringes syrinx
1864
+ syssarcoses syssarcosis
1865
+ tableaux tableau
1866
+ taeniae taenia tenia
1867
+ tali talus
1868
+ tallaisim tallith
1869
+ tallithes tallith
1870
+ tallitoth tallith
1871
+ tapeta tapetum
1872
+ tarantulae tarantula
1873
+ tarsi tarsus
1874
+ tarsometatarsi tarsometatarsus
1875
+ taxa taxon
1876
+ taxes tax taxis
1877
+ taxies taxi
1878
+ tectrices tectrix
1879
+ teeth tooth
1880
+ tegmina tegmen
1881
+ telae tela
1882
+ telamones telamon
1883
+ telangiectases telangiectasia telangiectasis
1884
+ telia telium
1885
+ tempi tempo
1886
+ tenacula tenaculum
1887
+ tenderfeet tenderfoot
1888
+ teniae tenia
1889
+ tenues tenuis
1890
+ teraphim teraph
1891
+ terata teras
1892
+ teredines teredo
1893
+ terga tergum
1894
+ termini terminus
1895
+ terraria terrarium
1896
+ terzetti terzetto
1897
+ tesserae tessera
1898
+ testae testa
1899
+ testes testis
1900
+ testudines testudo
1901
+ tetrahedra tetrahedron
1902
+ tetraskelia tetraskelion
1903
+ thalamencephala thalamencephalon
1904
+ thalami thalamus
1905
+ thalli thallus
1906
+ theatres-in-the-round theatre-in-the-round
1907
+ thecae theca
1908
+ therses thyrse
1909
+ thesauri thesaurus
1910
+ theses thesis
1911
+ thickleaves thickleaf
1912
+ thieves thief
1913
+ tholoi tholos
1914
+ thoraces thorax
1915
+ thrombi thrombus
1916
+ thymi thymus
1917
+ thyrsi thyrsus
1918
+ tibiae tibia
1919
+ tilefishes tilefish
1920
+ tintinnabula tintinnabulum
1921
+ titmice titmouse
1922
+ toadfishes toadfish
1923
+ tobaccoes tobacco
1924
+ tomatoes tomato
1925
+ tomenta tomentum
1926
+ tondi tondo
1927
+ tonneaux tonneau
1928
+ tophi tophus
1929
+ topoi topos
1930
+ tori torus
1931
+ tornadoes tornado
1932
+ torpedoes torpedo
1933
+ torsi torso
1934
+ touracos touraco turaco
1935
+ trabeculae trabecula
1936
+ tracheae trachea
1937
+ traditores traditor
1938
+ tragi tragus
1939
+ trapezia trapezium
1940
+ trapezohedra trapezohedron
1941
+ traumata trauma
1942
+ treponemata treponema
1943
+ trichinae trichina
1944
+ triclinia triclinium
1945
+ triennia triennium
1946
+ triforia triforium
1947
+ triggerfishes triggerfish
1948
+ trihedra trihedron
1949
+ triskelia triskelion
1950
+ trisoctahedra trisoctahedron
1951
+ triumviri triumvir
1952
+ trivia trivium
1953
+ trochleae trochlea
1954
+ tropaeola tropaeolum
1955
+ trous-de-loup trou-de-loup
1956
+ trousseaux trousseau
1957
+ trunkfishes trunkfish
1958
+ trymata tryma
1959
+ tubae tuba
1960
+ turves turf
1961
+ tympana tympanum
1962
+ tyros tiro tyro
1963
+ ubermenschen ubermensch
1964
+ uglies ugli
1965
+ uigurs uighur
1966
+ ulnae ulna
1967
+ ultimata ultimatum
1968
+ umbilici umbilicus
1969
+ umbones umbo
1970
+ umbrae umbra
1971
+ unci uncus
1972
+ uncidia uredium
1973
+ uredines uredo
1974
+ uredinia uredinium
1975
+ uredosori uredosorus
1976
+ urethrae urethra
1977
+ urinalyses urinalysis
1978
+ uteri uterus
1979
+ utriculi utriculus
1980
+ uvulae uvula
1981
+ vacua vacuum
1982
+ vagi vagus vagus
1983
+ vaginae vagina
1984
+ valleculae vallecula
1985
+ vaporetti vaporetto
1986
+ varices varix
1987
+ vasa vas
1988
+ vascula vasculum
1989
+ vela velum
1990
+ velamina velamen
1991
+ velaria velarium
1992
+ venae vena
1993
+ venae_cavae vena_cava
1994
+ ventriculi ventriculus
1995
+ vermes vermis
1996
+ verrucae verruca
1997
+ vertebrae vertebra
1998
+ vertices vertex
1999
+ vertigines vertigo
2000
+ vertigoes vertigo
2001
+ vesicae vesica
2002
+ vetoes veto
2003
+ vexilla vexillum
2004
+ viatica viaticum
2005
+ viatores viator
2006
+ vibracula vibraculum
2007
+ vibrissae vibrissa
2008
+ vice-chairman vice-chairman
2009
+ villi villus
2010
+ vimina vimen
2011
+ vincula vinculum
2012
+ viragoes virago
2013
+ vires vis
2014
+ virtuosi virtuoso
2015
+ vitae vita
2016
+ vitelli vitellus
2017
+ vittae vitta
2018
+ vivaria vivarium
2019
+ voces vox
2020
+ volcanoes volcano
2021
+ volkslieder volkslied
2022
+ volte volta
2023
+ volvae volva
2024
+ vorticellae vorticella
2025
+ vortices vortex
2026
+ vulvae vulva
2027
+ wagons-lits wagon-lit
2028
+ wahhabis wahabi wahhabi
2029
+ wanderjahre wanderjahr
2030
+ weakfishes weakfish
2031
+ werewolves werewolf
2032
+ wharves wharf
2033
+ whippers-in whipper-in
2034
+ whitefishes whitefish
2035
+ wives wife
2036
+ wolffishes wolffish
2037
+ wolves wolf
2038
+ woodlice woodlouse
2039
+ wreckfishes wreckfish
2040
+ wunderkinder wunderkind
2041
+ xiphisterna xiphisternum
2042
+ yeshivahs yeshiva
2043
+ yeshivoth yeshiva
2044
+ yogin yogi
2045
+ yourselves yourself
2046
+ zamindaris zamindari zemindari
2047
+ zecchini zecchino
2048
+ zeroes zero
2049
+ zoa zoon
2050
+ zoaeae zoaea zoea
2051
+ zoeae zoea
2052
+ zoeas zoaea
2053
+ zoonoses zoonosis
2054
+ zoosporangia zoosporangium
nltk_data/corpora/wordnet/verb.exc ADDED
@@ -0,0 +1,2401 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ abetted abet
2
+ abetting abet
3
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4
+ abhorring abhor
5
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6
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7
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8
+ about-shipping about-ship
9
+ abutted abut
10
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11
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12
+ accompanied accompany
13
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14
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15
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16
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17
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18
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19
+ addrest address
20
+ admitted admit
21
+ admitting admit
22
+ aerified aerify
23
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24
+ airdropped airdrop
25
+ airdropping airdrop
26
+ alkalified alkalify
27
+ allied ally
28
+ allotted allot
29
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30
+ allowed_for allow_for
31
+ allowing_for allow_for
32
+ allows_for allow_for
33
+ am be
34
+ ammonified ammonify
35
+ amnestied amnesty
36
+ amplified amplify
37
+ anglified anglify
38
+ annulled annul
39
+ annulling annul
40
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41
+ appalling appal appall
42
+ applied apply
43
+ arcked arc
44
+ arcking arc
45
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46
+ argufied argufy
47
+ arisen arise
48
+ arose arise
49
+ ate eat
50
+ atrophied atrophy
51
+ averred aver
52
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53
+ awoke awake
54
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55
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56
+ baby-sat baby-sit
57
+ baby-sitting baby-sit
58
+ back-pedalled back-pedal
59
+ back-pedalling back-pedal
60
+ backbit backbite
61
+ backbitten backbite
62
+ backslid backslide
63
+ backslidden backslide
64
+ bade bid
65
+ bagged bag
66
+ bagging bag
67
+ ballyragged ballyrag
68
+ ballyragging ballyrag
69
+ bandied bandy
70
+ banned ban
71
+ banning ban
72
+ barred bar
73
+ barrelled barrel
74
+ barrelling barrel
75
+ barring bar
76
+ basified basify
77
+ batted bat
78
+ batting bat
79
+ bayonetted bayonet
80
+ bayonetting bayonet
81
+ beaten beat
82
+ beatified beatify
83
+ beautified beautify
84
+ became become
85
+ became_known become_known
86
+ becomes_known become_known
87
+ bed bed
88
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89
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90
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91
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92
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93
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94
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95
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96
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97
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98
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99
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100
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101
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102
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103
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104
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105
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106
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107
+ begirt begird
108
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109
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110
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111
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112
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113
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114
+ bejewelling bejewel
115
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116
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117
+ belly-flopping belly-flop
118
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119
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120
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121
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122
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123
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124
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125
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126
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127
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128
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129
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130
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131
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132
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133
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134
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135
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136
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137
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138
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139
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140
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141
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142
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143
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144
+ bidding bid
145
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146
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147
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148
+ bird-dogged bird-dog
149
+ bird-dogging bird-dog
150
+ bit bite
151
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152
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153
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154
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155
+ bivouacking bivouac
156
+ blabbed blab
157
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158
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159
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160
+ blacklegging blackleg
161
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162
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163
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164
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165
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166
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167
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168
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169
+ blobbed blob
170
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171
+ bloodied bloody
172
+ blotted blot
173
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174
+ blowing_one's_nose blow_one's_nose
175
+ blown blow
176
+ blows_one's_nose blow_one's_nose
177
+ blubbed blub
178
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179
+ blue-pencilled blue-pencil
180
+ blue-pencilling blue-pencil
181
+ blurred blur
182
+ blurring blur
183
+ bobbed bob
184
+ bobbing bob
185
+ bodied body
186
+ bogged-down bog-down
187
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188
+ bogging-down bog-down
189
+ bogging_down bog_down
190
+ bogs-down bog-down
191
+ bogs_down bog_down
192
+ booby-trapped booby-trap
193
+ booby-trapping booby-trap
194
+ bootlegged bootleg
195
+ bootlegging bootleg
196
+ bopped bop
197
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198
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199
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200
+ borne bear
201
+ bottle-fed bottle-feed
202
+ bought buy
203
+ bound bind
204
+ bragged brag
205
+ bragging brag
206
+ breast-fed breast-feed
207
+ bred breed
208
+ brevetted brevet
209
+ brevetting brevet
210
+ brimmed brim
211
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212
+ broke break
213
+ broken break
214
+ brought bring
215
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216
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217
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218
+ budding bud
219
+ bugged bug
220
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221
+ built build
222
+ bulldogging bulldog
223
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224
+ bullshitted bullshit
225
+ bullshitting bullshit
226
+ bullwhipped bullwhip
227
+ bullwhipping bullwhip
228
+ bullyragged bullyrag
229
+ bullyragging bullyrag
230
+ bummed bum
231
+ bumming bum
232
+ buried bury
233
+ burnt burn
234
+ burred bur
235
+ burring bur
236
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237
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238
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239
+ bypast bypass
240
+ caballed cabal
241
+ caballing cabal
242
+ caddied caddie caddy
243
+ caddies caddie caddy
244
+ caddying caddie caddy
245
+ calcified calcify
246
+ came come
247
+ canalled canal
248
+ canalling canal
249
+ cancelled cancel
250
+ cancelling cancel
251
+ candied candy
252
+ canned can
253
+ canning can
254
+ canopied canopy
255
+ capped cap
256
+ capping cap
257
+ carburetted carburet
258
+ carburetting carburet
259
+ carillonned carillon
260
+ carillonning carillon
261
+ carnied carny
262
+ carnified carnify
263
+ carolled carol
264
+ carolling carol
265
+ carried carry
266
+ casefied casefy
267
+ catnapped catnap
268
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269
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270
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271
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272
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273
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274
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275
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276
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277
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278
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279
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280
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281
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282
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283
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284
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285
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286
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287
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288
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289
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290
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291
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292
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293
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294
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295
+ chitchatting chitchat
296
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297
+ chivved chiv
298
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531
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566
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1001
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1014
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1020
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1022
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1032
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1060
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1061
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1068
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1070
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1071
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1072
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1073
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1074
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1075
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1076
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1077
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1078
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1079
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1080
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1081
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1827
+ snagged snag
1828
+ snagging snag
1829
+ snapped snap
1830
+ snapping snap
1831
+ snedded sned
1832
+ snedding sned
1833
+ snipped snip
1834
+ snipping snip
1835
+ snivelled snivel
1836
+ snivelling snivel
1837
+ snogged snog
1838
+ snogging snog
1839
+ snubbed snub
1840
+ snubbing snub
1841
+ snuck sneak
1842
+ snugged snug
1843
+ snugging snug
1844
+ sobbed sob
1845
+ sobbing sob
1846
+ sodded sod
1847
+ sodding sod
1848
+ soft-pedalled soft-pedal
1849
+ soft-pedalling soft-pedal
1850
+ sold sell
1851
+ solemnified solemnify
1852
+ solidified solidify
1853
+ soothsaid soothsay
1854
+ sopped sop
1855
+ sopping sop
1856
+ sought seek
1857
+ sown sow
1858
+ spagged spag
1859
+ spagging spag
1860
+ spancelled spancel
1861
+ spancelling spancel
1862
+ spanned span
1863
+ spanning span
1864
+ sparred spar
1865
+ sparring spar
1866
+ spat spit
1867
+ spatted spat
1868
+ spatting spat
1869
+ specified specify
1870
+ sped speed
1871
+ speechified speechify
1872
+ spellbound spellbind
1873
+ spelt spell
1874
+ spent spend
1875
+ spied spy
1876
+ spilt spill
1877
+ spin-dried spin-dry
1878
+ spinning spin
1879
+ spiralled spiral
1880
+ spiralling spiral
1881
+ spitted spit
1882
+ spitting spit
1883
+ splitting split
1884
+ spoilt spoil
1885
+ spoke speak
1886
+ spoken speak
1887
+ spoon-fed spoon-feed
1888
+ spotlit spotlight
1889
+ spotted spot
1890
+ spotting spot
1891
+ sprang spring
1892
+ sprigged sprig
1893
+ sprigging sprig
1894
+ sprung spring
1895
+ spudded spud
1896
+ spudding spud
1897
+ spun spin
1898
+ spurred spur
1899
+ spurring spur
1900
+ squatted squat
1901
+ squatting squat
1902
+ squibbed squib
1903
+ squibbing squib
1904
+ squidded squid
1905
+ squidding squid
1906
+ squilgee squeegee
1907
+ stabbed stab
1908
+ stabbing stab
1909
+ stall-fed stall-feed
1910
+ stank stink
1911
+ starred star
1912
+ starring star
1913
+ steadied steady
1914
+ stellified stellify
1915
+ stemmed stem
1916
+ stemming stem
1917
+ stems_from stem_from
1918
+ stencilled stencil
1919
+ stencilling stencil
1920
+ stepped step
1921
+ stepping step
1922
+ stetted stet
1923
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1924
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1925
+ stilettoeing stiletto
1926
+ stirred stir
1927
+ stirring stir
1928
+ stole steal
1929
+ stolen steal
1930
+ stood stand
1931
+ stopped stop
1932
+ stopping stop
1933
+ storied story
1934
+ stotted stot
1935
+ stotting stot
1936
+ stove stave
1937
+ strapped strap
1938
+ strapping strap
1939
+ stratified stratify
1940
+ strewn strew
1941
+ stridden stride
1942
+ stripped strip
1943
+ stripping strip
1944
+ striven strive
1945
+ strode stride
1946
+ stropped strop
1947
+ stropping strop
1948
+ strove strive
1949
+ strown strow
1950
+ struck strike
1951
+ strummed strum
1952
+ strumming strum
1953
+ strung string
1954
+ strutted strut
1955
+ strutting strut
1956
+ stubbed stub
1957
+ stubbing stub
1958
+ stuck stick
1959
+ studded stud
1960
+ studding stud
1961
+ studied study
1962
+ stultified stultify
1963
+ stummed stum
1964
+ stumming stum
1965
+ stung sting
1966
+ stunk stink
1967
+ stunned stun
1968
+ stunning stun
1969
+ stupefied stupefy
1970
+ stymying stymie
1971
+ subbed sub
1972
+ subbing sub
1973
+ subjectified subjectify
1974
+ subletting sublet
1975
+ submitted submit
1976
+ submitting submit
1977
+ subtotalled subtotal
1978
+ subtotalling subtotal
1979
+ sullied sully
1980
+ sulphuretted sulphuret
1981
+ sulphuretting sulphuret
1982
+ summed sum
1983
+ summing sum
1984
+ sung sing
1985
+ sunk sink
1986
+ sunken sink
1987
+ sunned sun
1988
+ sunning sun
1989
+ supped sup
1990
+ supping sup
1991
+ supplied supply
1992
+ swabbed swab
1993
+ swabbing swab
1994
+ swagged swag
1995
+ swagging swag
1996
+ swam swim
1997
+ swapped swap
1998
+ swapping swap
1999
+ swatted swat
2000
+ swatting swat
2001
+ swept sweep
2002
+ swigged swig
2003
+ swigging swig
2004
+ swimming swim
2005
+ swivelled swivel
2006
+ swivelling swivel
2007
+ swollen swell
2008
+ swopped swap
2009
+ swopping swap
2010
+ swops swap
2011
+ swore swear
2012
+ sworn swear
2013
+ swotted swot
2014
+ swotting swot
2015
+ swum swim
2016
+ swung swing
2017
+ syllabified syllabify
2018
+ symbolled symbol
2019
+ symbolling symbol
2020
+ tabbed tab
2021
+ tabbing tab
2022
+ tagged tag
2023
+ tagging tag
2024
+ taken take
2025
+ taken_a_side take_a_side
2026
+ taken_pains take_pains
2027
+ taken_steps take_steps
2028
+ takes_a_side take_a_side
2029
+ takes_pains take_pains
2030
+ takes_steps take_steps
2031
+ taking_a_side take_a_side
2032
+ taking_pains take_pains
2033
+ taking_steps take_steps
2034
+ talcked talc
2035
+ talcking talc
2036
+ tallied tally
2037
+ tally-ho'd tally-ho
2038
+ tammied tammy
2039
+ tanned tan
2040
+ tanning tan
2041
+ tapped tap
2042
+ tapping tap
2043
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2044
+ tarried tarry
2045
+ tarring tar
2046
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2047
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2048
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2049
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2050
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2051
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2052
+ taxying taxi
2053
+ teaselled teasel
2054
+ teaselling teasel
2055
+ tedded ted
2056
+ tedding ted
2057
+ tepefied tepefy
2058
+ terrified terrify
2059
+ testes testes
2060
+ testified testify
2061
+ thinking_the_world_of think_the_world_of
2062
+ thinks_the_world_of think_the_world_of
2063
+ thinned thin
2064
+ thinning thin
2065
+ thought think
2066
+ thought_the_world_of think_the_world_of
2067
+ threw throw
2068
+ threw_out throw_out
2069
+ thriven thrive
2070
+ throbbed throb
2071
+ throbbing throb
2072
+ throve thrive
2073
+ throwing_out throw_out
2074
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2075
+ thrown_out throw_out
2076
+ throws_out throw_out
2077
+ thrummed thrum
2078
+ thrumming thrum
2079
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2080
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2081
+ tidied tidy
2082
+ tinned tin
2083
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2084
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2085
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2086
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2087
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2088
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2089
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2090
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2091
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2092
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2093
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2094
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2095
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2096
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2097
+ took_steps take_steps
2098
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2099
+ topping top
2100
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2101
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2102
+ torrefied torrefy
2103
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2104
+ totalled total
2105
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2106
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2107
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2108
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2109
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2110
+ trafficked traffic
2111
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2112
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2113
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2114
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2115
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2116
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2117
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2118
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2119
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2120
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2121
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2122
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2123
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2124
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2125
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2126
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2127
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2128
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2129
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2130
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2131
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2132
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2133
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2134
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2135
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2136
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2137
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2138
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2139
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2140
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2141
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2142
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2143
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2144
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2145
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2146
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2147
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2148
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2149
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2150
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2151
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2152
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2153
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2154
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2155
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2156
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2157
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2158
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2159
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2160
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2161
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2162
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2163
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2164
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2165
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2166
+ tut-tutting tut-tut
2167
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2168
+ twigging twig
2169
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2170
+ twinning twin
2171
+ twitted twit
2172
+ twitting twit
2173
+ tying tie
2174
+ typesetting typeset
2175
+ typewritten typewrite
2176
+ typewrote typewrite
2177
+ typified typify
2178
+ uglified uglify
2179
+ unbarred unbar
2180
+ unbarring unbar
2181
+ unbent unbend
2182
+ unbound unbind
2183
+ uncapped uncap
2184
+ uncapping uncap
2185
+ unclad unclothe
2186
+ unclogged unclog
2187
+ unclogging unclog
2188
+ underbidding underbid
2189
+ underbought underbuy
2190
+ undercutting undercut
2191
+ underfed underfeed
2192
+ undergirt undergird
2193
+ undergone undergo
2194
+ underlaid underlay
2195
+ underlain underlie
2196
+ underlay underlie
2197
+ underletting underlet
2198
+ underlying underlie
2199
+ underpaid underpay
2200
+ underpinned underpin
2201
+ underpinning underpin
2202
+ underpropped underprop
2203
+ underpropping underprop
2204
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2205
+ undershot undershoot
2206
+ undersold undersell
2207
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2208
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2209
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2210
+ undertook undertake
2211
+ underwent undergo
2212
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2213
+ underwrote underwrite
2214
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2215
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2216
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2217
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2218
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2219
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2220
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2221
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2222
+ unkennelling unkennel
2223
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2224
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2225
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2226
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2227
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2228
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2229
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2230
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2231
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2232
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2233
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2234
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2235
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2236
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2237
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2238
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2239
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2240
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2241
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2242
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2243
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2244
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2245
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2246
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2247
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2248
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2249
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2250
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2251
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2252
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2253
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2254
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2255
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2256
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2257
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2258
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2259
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2260
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2261
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2262
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2263
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2264
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2265
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2266
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2267
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2268
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2269
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2270
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2271
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2272
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2273
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2274
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2275
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2276
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2277
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2278
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2279
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2280
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2281
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2282
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2283
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2284
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2285
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2286
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2287
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2288
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2289
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2290
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2291
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2292
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2293
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2294
+ vetting vet
2295
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2296
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2297
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2298
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2299
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2300
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2301
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2302
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2303
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2304
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2305
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2306
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2307
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2308
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2309
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2310
+ wanned wan
2311
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2312
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2313
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2314
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2315
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2316
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2317
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2318
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2319
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2320
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2321
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2322
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2323
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2324
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2325
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2326
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2327
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2328
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2329
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2330
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2331
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2332
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2333
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2334
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2335
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2336
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2337
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2338
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2339
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2340
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2341
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2342
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2343
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2344
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2345
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2346
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2347
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2348
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2349
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2350
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2351
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2352
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2353
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2354
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2355
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2356
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2357
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2358
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2359
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2360
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2361
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2362
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2363
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2364
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2365
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2366
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2367
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2368
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2369
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2370
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2371
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2372
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2373
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2374
+ worshipped worship
2375
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2376
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2377
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2378
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2379
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2380
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2381
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2382
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2383
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2384
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2385
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2386
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2387
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2388
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2389
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2390
+ ycleped clepe
2391
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2392
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2393
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2394
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2395
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2396
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2397
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2398
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2399
+ zigzagging zigzag
2400
+ zipped zip
2401
+ zipping zip
nltk_data/tokenizers/punkt.zip ADDED
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1
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+ size 13905355
nltk_data/tokenizers/punkt/.DS_Store ADDED
Binary file (6.15 kB). View file
 
nltk_data/tokenizers/punkt/PY3/README ADDED
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1
+ Pretrained Punkt Models -- Jan Strunk (New version trained after issues 313 and 514 had been corrected)
2
+
3
+ Most models were prepared using the test corpora from Kiss and Strunk (2006). Additional models have
4
+ been contributed by various people using NLTK for sentence boundary detection.
5
+
6
+ For information about how to use these models, please confer the tokenization HOWTO:
7
+ http://nltk.googlecode.com/svn/trunk/doc/howto/tokenize.html
8
+ and chapter 3.8 of the NLTK book:
9
+ http://nltk.googlecode.com/svn/trunk/doc/book/ch03.html#sec-segmentation
10
+
11
+ There are pretrained tokenizers for the following languages:
12
+
13
+ File Language Source Contents Size of training corpus(in tokens) Model contributed by
14
+ =======================================================================================================================================================================
15
+ czech.pickle Czech Multilingual Corpus 1 (ECI) Lidove Noviny ~345,000 Jan Strunk / Tibor Kiss
16
+ Literarni Noviny
17
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
18
+ danish.pickle Danish Avisdata CD-Rom Ver. 1.1. 1995 Berlingske Tidende ~550,000 Jan Strunk / Tibor Kiss
19
+ (Berlingske Avisdata, Copenhagen) Weekend Avisen
20
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
21
+ dutch.pickle Dutch Multilingual Corpus 1 (ECI) De Limburger ~340,000 Jan Strunk / Tibor Kiss
22
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
23
+ english.pickle English Penn Treebank (LDC) Wall Street Journal ~469,000 Jan Strunk / Tibor Kiss
24
+ (American)
25
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
26
+ estonian.pickle Estonian University of Tartu, Estonia Eesti Ekspress ~359,000 Jan Strunk / Tibor Kiss
27
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
28
+ finnish.pickle Finnish Finnish Parole Corpus, Finnish Books and major national ~364,000 Jan Strunk / Tibor Kiss
29
+ Text Bank (Suomen Kielen newspapers
30
+ Tekstipankki)
31
+ Finnish Center for IT Science
32
+ (CSC)
33
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
34
+ french.pickle French Multilingual Corpus 1 (ECI) Le Monde ~370,000 Jan Strunk / Tibor Kiss
35
+ (European)
36
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
37
+ german.pickle German Neue Zürcher Zeitung AG Neue Zürcher Zeitung ~847,000 Jan Strunk / Tibor Kiss
38
+ (Switzerland) CD-ROM
39
+ (Uses "ss"
40
+ instead of "ß")
41
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
42
+ greek.pickle Greek Efstathios Stamatatos To Vima (TO BHMA) ~227,000 Jan Strunk / Tibor Kiss
43
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
44
+ italian.pickle Italian Multilingual Corpus 1 (ECI) La Stampa, Il Mattino ~312,000 Jan Strunk / Tibor Kiss
45
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
46
+ norwegian.pickle Norwegian Centre for Humanities Bergens Tidende ~479,000 Jan Strunk / Tibor Kiss
47
+ (Bokmål and Information Technologies,
48
+ Nynorsk) Bergen
49
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
50
+ polish.pickle Polish Polish National Corpus Literature, newspapers, etc. ~1,000,000 Krzysztof Langner
51
+ (http://www.nkjp.pl/)
52
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
53
+ portuguese.pickle Portuguese CETENFolha Corpus Folha de São Paulo ~321,000 Jan Strunk / Tibor Kiss
54
+ (Brazilian) (Linguateca)
55
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
56
+ slovene.pickle Slovene TRACTOR Delo ~354,000 Jan Strunk / Tibor Kiss
57
+ Slovene Academy for Arts
58
+ and Sciences
59
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
60
+ spanish.pickle Spanish Multilingual Corpus 1 (ECI) Sur ~353,000 Jan Strunk / Tibor Kiss
61
+ (European)
62
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
63
+ swedish.pickle Swedish Multilingual Corpus 1 (ECI) Dagens Nyheter ~339,000 Jan Strunk / Tibor Kiss
64
+ (and some other texts)
65
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
66
+ turkish.pickle Turkish METU Turkish Corpus Milliyet ~333,000 Jan Strunk / Tibor Kiss
67
+ (Türkçe Derlem Projesi)
68
+ University of Ankara
69
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
70
+
71
+ The corpora contained about 400,000 tokens on average and mostly consisted of newspaper text converted to
72
+ Unicode using the codecs module.
73
+
74
+ Kiss, Tibor and Strunk, Jan (2006): Unsupervised Multilingual Sentence Boundary Detection.
75
+ Computational Linguistics 32: 485-525.
76
+
77
+ ---- Training Code ----
78
+
79
+ # import punkt
80
+ import nltk.tokenize.punkt
81
+
82
+ # Make a new Tokenizer
83
+ tokenizer = nltk.tokenize.punkt.PunktSentenceTokenizer()
84
+
85
+ # Read in training corpus (one example: Slovene)
86
+ import codecs
87
+ text = codecs.open("slovene.plain","Ur","iso-8859-2").read()
88
+
89
+ # Train tokenizer
90
+ tokenizer.train(text)
91
+
92
+ # Dump pickled tokenizer
93
+ import pickle
94
+ out = open("slovene.pickle","wb")
95
+ pickle.dump(tokenizer, out)
96
+ out.close()
97
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1
+ Pretrained Punkt Models -- Jan Strunk (New version trained after issues 313 and 514 had been corrected)
2
+
3
+ Most models were prepared using the test corpora from Kiss and Strunk (2006). Additional models have
4
+ been contributed by various people using NLTK for sentence boundary detection.
5
+
6
+ For information about how to use these models, please confer the tokenization HOWTO:
7
+ http://nltk.googlecode.com/svn/trunk/doc/howto/tokenize.html
8
+ and chapter 3.8 of the NLTK book:
9
+ http://nltk.googlecode.com/svn/trunk/doc/book/ch03.html#sec-segmentation
10
+
11
+ There are pretrained tokenizers for the following languages:
12
+
13
+ File Language Source Contents Size of training corpus(in tokens) Model contributed by
14
+ =======================================================================================================================================================================
15
+ czech.pickle Czech Multilingual Corpus 1 (ECI) Lidove Noviny ~345,000 Jan Strunk / Tibor Kiss
16
+ Literarni Noviny
17
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
18
+ danish.pickle Danish Avisdata CD-Rom Ver. 1.1. 1995 Berlingske Tidende ~550,000 Jan Strunk / Tibor Kiss
19
+ (Berlingske Avisdata, Copenhagen) Weekend Avisen
20
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
21
+ dutch.pickle Dutch Multilingual Corpus 1 (ECI) De Limburger ~340,000 Jan Strunk / Tibor Kiss
22
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
23
+ english.pickle English Penn Treebank (LDC) Wall Street Journal ~469,000 Jan Strunk / Tibor Kiss
24
+ (American)
25
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
26
+ estonian.pickle Estonian University of Tartu, Estonia Eesti Ekspress ~359,000 Jan Strunk / Tibor Kiss
27
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
28
+ finnish.pickle Finnish Finnish Parole Corpus, Finnish Books and major national ~364,000 Jan Strunk / Tibor Kiss
29
+ Text Bank (Suomen Kielen newspapers
30
+ Tekstipankki)
31
+ Finnish Center for IT Science
32
+ (CSC)
33
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
34
+ french.pickle French Multilingual Corpus 1 (ECI) Le Monde ~370,000 Jan Strunk / Tibor Kiss
35
+ (European)
36
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
37
+ german.pickle German Neue Zürcher Zeitung AG Neue Zürcher Zeitung ~847,000 Jan Strunk / Tibor Kiss
38
+ (Switzerland) CD-ROM
39
+ (Uses "ss"
40
+ instead of "ß")
41
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
42
+ greek.pickle Greek Efstathios Stamatatos To Vima (TO BHMA) ~227,000 Jan Strunk / Tibor Kiss
43
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
44
+ italian.pickle Italian Multilingual Corpus 1 (ECI) La Stampa, Il Mattino ~312,000 Jan Strunk / Tibor Kiss
45
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
46
+ norwegian.pickle Norwegian Centre for Humanities Bergens Tidende ~479,000 Jan Strunk / Tibor Kiss
47
+ (Bokmål and Information Technologies,
48
+ Nynorsk) Bergen
49
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
50
+ polish.pickle Polish Polish National Corpus Literature, newspapers, etc. ~1,000,000 Krzysztof Langner
51
+ (http://www.nkjp.pl/)
52
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
53
+ portuguese.pickle Portuguese CETENFolha Corpus Folha de São Paulo ~321,000 Jan Strunk / Tibor Kiss
54
+ (Brazilian) (Linguateca)
55
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
56
+ slovene.pickle Slovene TRACTOR Delo ~354,000 Jan Strunk / Tibor Kiss
57
+ Slovene Academy for Arts
58
+ and Sciences
59
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
60
+ spanish.pickle Spanish Multilingual Corpus 1 (ECI) Sur ~353,000 Jan Strunk / Tibor Kiss
61
+ (European)
62
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
63
+ swedish.pickle Swedish Multilingual Corpus 1 (ECI) Dagens Nyheter ~339,000 Jan Strunk / Tibor Kiss
64
+ (and some other texts)
65
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
66
+ turkish.pickle Turkish METU Turkish Corpus Milliyet ~333,000 Jan Strunk / Tibor Kiss
67
+ (Türkçe Derlem Projesi)
68
+ University of Ankara
69
+ -----------------------------------------------------------------------------------------------------------------------------------------------------------------------
70
+
71
+ The corpora contained about 400,000 tokens on average and mostly consisted of newspaper text converted to
72
+ Unicode using the codecs module.
73
+
74
+ Kiss, Tibor and Strunk, Jan (2006): Unsupervised Multilingual Sentence Boundary Detection.
75
+ Computational Linguistics 32: 485-525.
76
+
77
+ ---- Training Code ----
78
+
79
+ # import punkt
80
+ import nltk.tokenize.punkt
81
+
82
+ # Make a new Tokenizer
83
+ tokenizer = nltk.tokenize.punkt.PunktSentenceTokenizer()
84
+
85
+ # Read in training corpus (one example: Slovene)
86
+ import codecs
87
+ text = codecs.open("slovene.plain","Ur","iso-8859-2").read()
88
+
89
+ # Train tokenizer
90
+ tokenizer.train(text)
91
+
92
+ # Dump pickled tokenizer
93
+ import pickle
94
+ out = open("slovene.pickle","wb")
95
+ pickle.dump(tokenizer, out)
96
+ out.close()
97
+
98
+ ---------
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