├── .gitignore
├── README.md
├── amrreader
    ├── main.py
    ├── src
    │   ├── __init__.py
    │   ├── _nequery.py
    │   ├── models
    │   │   ├── Namedentity.py
    │   │   ├── Node.py
    │   │   └── Sentence.py
    │   ├── ne.py
    │   ├── path.py
    │   ├── producer.py
    │   ├── reader.py
    │   └── visualizer.py
    ├── static
    │   ├── html_head
    │   ├── ne_types
    │   │   ├── GPE.txt
    │   │   ├── ORG.txt
    │   │   ├── PER.txt
    │   │   └── isi_ne-type-sc.txt
    │   └── tables
    │   │   ├── ne-table.txt
    │   │   └── wikification-lookup-table.txt
    └── test
    │   └── test_amr_doc
    │       └── test
└── docs
    └── example.png


/.gitignore:
--------------------------------------------------------------------------------
 1 | tmp/
 2 | 
 3 | # Byte-compiled / optimized / DLL files
 4 | __pycache__/
 5 | *.py[cod]
 6 | *$py.class
 7 | 
 8 | # C extensions
 9 | *.so
10 | 
11 | # Distribution / packaging
12 | .Python
13 | env/
14 | build/
15 | develop-eggs/
16 | dist/
17 | downloads/
18 | eggs/
19 | .eggs/
20 | lib/
21 | lib64/
22 | parts/
23 | sdist/
24 | var/
25 | *.egg-info/
26 | .installed.cfg
27 | *.egg
28 | 
29 | # PyInstaller
30 | #  Usually these files are written by a python script from a template
31 | #  before PyInstaller builds the exe, so as to inject date/other infos into it.
32 | *.manifest
33 | *.spec
34 | 
35 | # Installer logs
36 | pip-log.txt
37 | pip-delete-this-directory.txt
38 | 
39 | # Unit test / coverage reports
40 | htmlcov/
41 | .tox/
42 | .coverage
43 | .coverage.*
44 | .cache
45 | nosetests.xml
46 | coverage.xml
47 | *,cover
48 | .hypothesis/
49 | 
50 | # Translations
51 | *.mo
52 | *.pot
53 | 
54 | # Django stuff:
55 | *.log
56 | local_settings.py
57 | 
58 | # Flask stuff:
59 | instance/
60 | .webassets-cache
61 | 
62 | # Scrapy stuff:
63 | .scrapy
64 | 
65 | # Sphinx documentation
66 | docs/_build/
67 | 
68 | # PyBuilder
69 | target/
70 | 
71 | # IPython Notebook
72 | .ipynb_checkpoints
73 | 
74 | # pyenv
75 | .python-version
76 | 
77 | # celery beat schedule file
78 | celerybeat-schedule
79 | 
80 | # dotenv
81 | .env
82 | 
83 | # virtualenv
84 | venv/
85 | ENV/
86 | 
87 | # Spyder project settings
88 | .spyderproject
89 | 
90 | # Rope project settings
91 | .ropeproject


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
 1 | ## Quickstart
 2 | 
 3 |       python amrreader/main.py [-h] [-g GRAPH] [-n] [-p] [-e] [-v VISUALIZATION] indir outdir
 4 |       e.g., python amrreader/main.py amrreader/test/test_amr_doc/ output/ -v=n
 5 | 
 6 | 
 7 |       positional arguments:
 8 |         indir                 directory to AMR input files
 9 |         outdir                output directory
10 | 
11 |       optional arguments:
12 |         -g GRAPH, --graph GRAPH
13 |                               generate AMR graphs -g=n: standard graphs
14 |                                                   -g=s: simplified graphs
15 |         -n, --node            generate AMR nodes
16 |         -p, --path            generate AMR paths
17 |         -e, --entity          generate named entities
18 |         -v VISUALIZATION, --visualization VISUALIZATION
19 |                               generate html visualization -v=n: standard graphs
20 |                                                           -v=s: simplified graphs
21 | 
22 | - Ptyhon3
23 | - Your input should be raw AMR format (see amr-reader/tests/test_amr_doc/test).
24 | - If you would like to use AMR visualization functionality, please install [PyGraphviz](https://pygraphviz.github.io/) first.<br>
25 | 
26 | ## Example
27 |       # ::snt I am cautiously anticipating the GOP nominee in 2012 not to be Mitt Romney.
28 | 
29 |       (a / anticipate-01
30 |       :ARG0 (i / i)
31 |       :ARG1 (n / nominate-01 :polarity -
32 |             :ARG0 (p2 / political-party 
33 |                         :wiki "Republican_Party_(United_States)" 
34 |                         :name (n3 / name :op1 "GOP"))
35 |             :ARG1 (p / person
36 |                   :wiki "Mitt_Romney" 
37 |                   :name (n2 / name :op1 "Mitt" :op2 "Romney"))
38 |             :time (d / date-entity :year 2012)))
39 | 
40 |   Visualization:<br>
41 | 
42 |       Green Ellispe: concept
43 |       Orange Ellispe: predict with sense
44 |       Black Ellispe: constant
45 |       Blue Rectangle: named entity
46 | ![alt tag](https://github.com/panx27/amr-reader/blob/master/docs/example.png)
47 | 
48 | ## Citation
49 | If you would like to cite this work, please cite the following publication: <br>
50 | [Unsupervised Entity Linking with Abstract Meaning Representation](http://nlp.cs.rpi.edu/paper/amrel.pdf).
51 | 
52 | ## Demo
53 | [AMR based Entity Linker](http://panx27.github.io/amr)
54 | 
55 | ## API
56 | [AMR based Entity Linker](http://panx27.github.io/amr_api)
57 | 


--------------------------------------------------------------------------------
/amrreader/main.py:
--------------------------------------------------------------------------------
 1 | import os
 2 | import sys
 3 | import re
 4 | import argparse
 5 | import logging
 6 | from src import reader
 7 | from src import ne
 8 | from src import producer
 9 | from src import path
10 | 
11 | 
12 | logger = logging.getLogger()
13 | logging.basicConfig(format='%(asctime)s: %(levelname)s: %(message)s')
14 | logging.root.setLevel(level=logging.INFO)
15 | 
16 | 
17 | if __name__ == '__main__':
18 |     parser = argparse.ArgumentParser()
19 |     parser.description = 'AMR Reader'
20 |     parser.add_argument('indir', help='directory to AMR input files')
21 |     parser.add_argument('outdir', help='outpu directory')
22 |     parser.add_argument('-g', '--graph',
23 |                         help='generate AMR graphs -g=n: standard graphs \
24 |                         -g=s: simplified graphs ', type=str)
25 |     parser.add_argument('-n', '--node',
26 |                         help='generate AMR nodes', action='store_true')
27 |     parser.add_argument('-p', '--path',
28 |                         help='generate AMR paths', action='store_true')
29 |     parser.add_argument('-e', '--entity',
30 |                         help='generate named entities', action='store_true')
31 |     parser.add_argument('-v', '--visualization',
32 |                         help='generate html visualization \
33 |                         -v=n standard graphs -v=s: simplified graphs', type=str)
34 | 
35 |     args = parser.parse_args()
36 |     indir = args.indir
37 |     outdir = args.outdir
38 |     os.makedirs(outdir, exist_ok=True)
39 | 
40 |     for i in os.listdir(indir):
41 |         logger.info('processing %s' % i)
42 |         raw_amrs = open('%s/%s' % (indir, i), 'r').read()
43 | 
44 |         # Read raw AMR and add named entities
45 |         sents = reader.main(raw_amrs)
46 |         ne.add_named_entity(sents)
47 | 
48 |         if args.graph == 'n':
49 |             producer.get_graph(sents, outdir)
50 | 
51 |         if args.graph == 's':
52 |             producer.get_graph(sents, outdir, curt=True)
53 | 
54 |         if args.node:
55 |             producer.get_node(sents, outdir)
56 | 
57 |         if args.entity:
58 |             producer.get_namedentity(sents, outdir)
59 | 
60 |         if args.path:
61 |             path.main(sents)
62 |             producer.get_path(sents, outdir)
63 | 
64 |         if args.visualization == 'n':
65 |             producer.get_html(sents, 'visualization', outdir)
66 | 
67 |         if args.visualization == 's':
68 |             producer.get_html(sents, 'visualization', outdir, curt=True)
69 | 


--------------------------------------------------------------------------------
/amrreader/src/__init__.py:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/panx27/amr-reader/d6161066c5b5c77ecf1a0347e70850e2a9814094/amrreader/src/__init__.py


--------------------------------------------------------------------------------
/amrreader/src/_nequery.py:
--------------------------------------------------------------------------------
  1 | '''
  2 |  Generate AMR named entity query
  3 | '''
  4 | 
  5 | import copy
  6 | import re
  7 | 
  8 | '''
  9 |  Adding name coreference
 10 | '''
 11 | def add_name_coreference(amr_table):
 12 |     for docid in sorted(amr_table):
 13 |         named_entities_doc_level = list()
 14 |         for senid in sorted(amr_table[docid]):
 15 |             sen = amr_table[docid][senid]
 16 |             for i in sen.named_entities_:
 17 |                 ne = sen.named_entities_[i]
 18 |                 named_entities_doc_level.append(ne)
 19 | 
 20 |         '''
 21 |          PER name coreference:
 22 |            main type is PER;
 23 |            subtypes of mi and mj are same;
 24 |            mi != mj;
 25 |            number of tokens of mi is 1;
 26 |            mj contain mi;
 27 |         '''
 28 |         for i in named_entities_doc_level:
 29 |             if i.maintype_ != 'PER':
 30 |                 continue
 31 |             for j in named_entities_doc_level:
 32 |                 if i.subtype_ == j.subtype_ and \
 33 |                    i.entity_name_ != j.entity_name_:
 34 |                     namei = i.entity_name_.split(' ')
 35 |                     namej = j.entity_name_.split(' ')
 36 |                     if len(namei) == 1 and namei[0] in namej:
 37 |                         ne = amr_table[docid][i.senid_].named_entities_[i.name_]
 38 |                         ne.coreference_ = j.entity_name_
 39 | 
 40 |         '''
 41 |          ORG name coreference:
 42 |            main type is ORG;
 43 |            capital letters;
 44 |            subtypes of mi and mj are same;
 45 |         '''
 46 |         for i in named_entities_doc_level:
 47 |             if i.maintype_ != 'ORG':
 48 |                 continue
 49 |             if i.entity_name_.isupper() != True:
 50 |                 continue
 51 |             for j in named_entities_doc_level:
 52 |                 if i.subtype_ == j.subtype_:
 53 |                     namei = i.entity_name_
 54 |                     namej = j.entity_name_.split(' ')
 55 |                     if len(namei) == len(namej) and len(namej) > 1:
 56 |                             match = True
 57 |                             for n in range(len(namej)):
 58 |                                 if namej[n][0] != namei[n]:
 59 |                                     match = False
 60 |                                     break
 61 |                             if match == True:
 62 |                                 ne = amr_table[docid][i.senid_]. \
 63 |                                      named_entities_[i.name_]
 64 |                                 ne.coreference_ = j.entity_name_
 65 | 
 66 | '''
 67 |  Adding coherent set
 68 | '''
 69 | def add_coherence(amr_table):
 70 |     '''
 71 |      If multiple named entity nodes are connected by a same node,
 72 |      those named entity nodes are considered as coherent set
 73 |     '''
 74 |     # conjunction_list = ["and", "or", "contrast-01", "either",
 75 |     #                     "neither", "slash", "between", "both"]
 76 |     for docid in sorted(amr_table):
 77 |         for senid in sorted(amr_table[docid]):
 78 |             sen = amr_table[docid][senid]
 79 |             amr_nodes = sen.amr_nodes_
 80 |             for n in amr_nodes:
 81 |                 node = amr_nodes[n]
 82 |                 tmp = list()
 83 |                 for i in node.next_:
 84 |                     if i.is_entity_:
 85 |                         tmp.append((node, i.edge_label_,
 86 |                                     sen.named_entities_[i.name_]))
 87 | 
 88 |                 for i in tmp:
 89 |                     ne = i[2]
 90 |                     for j in tmp:
 91 |                         if i != j:
 92 |                             node_name = j[0].ful_name_
 93 |                             edge_label = j[1]
 94 |                             coherent_ne = j[2]
 95 |                             ne.coherence_.add((node_name, edge_label,
 96 |                                                coherent_ne))
 97 | 
 98 | '''
 99 |  Search: :ARGn-of
100 | '''
101 | def search_argnof(node, amr_nodes):
102 |     for i in amr_nodes:
103 |         for j in amr_nodes[i].next_:
104 |             if j.name_ == node.name_:
105 |                 m = re.search('(:ARG\d)-of' ,j.edge_label_)
106 |                 if m != None:
107 |                     tmp = copy.copy(amr_nodes[i])
108 |                     tmp.edge_label_ = m.group(1)
109 |                     tmp.next_ = list()
110 |                     node.next_.append(tmp)
111 | 
112 | '''
113 |  Adding special role: have-org-role-91
114 | '''
115 | def add_haveorgrole91(amr_table):
116 |     for docid in sorted(amr_table):
117 |         for senid in sorted(amr_table[docid]):
118 |             sen = amr_table[docid][senid]
119 |             amr_nodes = sen.amr_nodes_
120 |             named_entities = sen.named_entities_
121 | 
122 |             ### have-org-role-91
123 |             for n in amr_nodes:
124 |                 node = amr_nodes[n]
125 |                 if node.ful_name_ != 'have-org-role-91':
126 |                     continue
127 |                 else:
128 |                     search_argnof(node, amr_nodes)
129 |                     haveorgrole91 = dict()
130 |                     for i in node.next_:
131 |                         haveorgrole91[i.edge_label_] = i
132 |                     if ':ARG0' in haveorgrole91:
133 |                         arg0 = haveorgrole91[':ARG0']
134 |                         if arg0.is_entity_:
135 |                             organization = ''
136 |                             title = ''
137 |                             per = named_entities[arg0.name_]
138 |                             per.neighbors_.add(('have-org-role-91:arg0',
139 |                                                 'office holder'))
140 |                             if ':ARG1' in haveorgrole91:
141 |                                 arg1 = haveorgrole91[':ARG1']
142 |                                 if arg1.is_entity_:
143 |                                     org = named_entities[arg1.name_]
144 |                                     organization = org.entity_name_
145 |                                     ### Adding coherence set
146 |                                     per.coherence_.add(('have-org-role-91',
147 |                                                         ':ARG1', org))
148 |                                     org.coherence_.add(('have-org-role-91',
149 |                                                         ':ARG0', per))
150 |                                 else:
151 |                                     organization = arg1.ful_name_
152 |                                 per.neighbors_.add(('have-org-role-91:arg1',
153 |                                                     organization))
154 | 
155 |                             if ':ARG2' in haveorgrole91:
156 |                                 arg2 = haveorgrole91[':ARG2']
157 |                                 title = arg2.ful_name_ # TO-DO::id DF-202-185837-43_8915.18 :ARG2 is a subtree
158 |                                 per.neighbors_.add(('have-org-role-91:arg2',
159 |                                                     title))
160 | 
161 |                             if organization != '' and title != '':
162 |                                 per.neighbors_.add(('have-org-role-91:arg1arg2',
163 |                                                     organization + ' ' + title))
164 | 
165 | '''
166 |  Adding special role: have-rel-role-91
167 | '''
168 | def add_haverelrole91(amr_table):
169 |     for docid in sorted(amr_table):
170 |         for senid in sorted(amr_table[docid]):
171 |             sen = amr_table[docid][senid]
172 |             amr_nodes = sen.amr_nodes_
173 |             named_entities = sen.named_entities_
174 | 
175 |             ### have-rel-role-91
176 |             for n in amr_nodes:
177 |                 node = amr_nodes[n]
178 |                 if node.ful_name_ != 'have-rel-role-91':
179 |                     continue
180 |                 else:
181 |                     search_argnof(node, amr_nodes)
182 |                     haverelrole91 = dict()
183 |                     for i in node.next_:
184 |                         haverelrole91[i.edge_label_] = i
185 |                     if ':ARG0' in haverelrole91 and ':ARG1' in haverelrole91:
186 |                         arg0 = haverelrole91[':ARG0']
187 |                         arg1 = haverelrole91[':ARG1']
188 |                         if arg0.is_entity_ and arg1.is_entity_:
189 |                             rel = 'have-rel-role-91'
190 |                             if ':ARG2' in haverelrole91:
191 |                                 rel = haverelrole91[':ARG2'].ful_name_
192 |                             ### Adding coherence set
193 |                             arg0_ne = named_entities[arg0.name_]
194 |                             arg1_ne = named_entities[arg1.name_]
195 |                             arg0_ne.coherence_.add(('have-rel-role-91',
196 |                                                     rel, arg1_ne))
197 |                             arg1_ne.coherence_.add(('have-rel-role-91',
198 |                                                     rel, arg0_ne))
199 | 
200 | '''
201 |  Convert cardinal number to ordinal number
202 | '''
203 | def cardinal_to_ordinal(num):
204 |     if num[-1] == '1':
205 |         return num + 'st'
206 |     if num[-1] == '2':
207 |         return num + 'nd'
208 |     if num[-1] == '3':
209 |         return num + 'rd'
210 |     else:
211 |         return num + 'th'
212 | 
213 | '''
214 |  Adding global time
215 | '''
216 | def add_date_entity(amr_table):
217 |     num_to_month = dict()
218 |     months = ['January', 'February', 'March', 'April', 'May', 'June', \
219 |               'July', 'August', 'September', 'October', 'November', 'December']
220 |     for i in range(1, 13):
221 |         num_to_month[str(i)] = months[i-1]
222 | 
223 |     for docid in sorted(amr_table):
224 |         ### Find global time in doc level
225 |         global_time_doc_level = set()
226 |         for senid in sorted(amr_table[docid]):
227 |             sen = amr_table[docid][senid]
228 |             amr_nodes = sen.amr_nodes_
229 | 
230 |             ### date-entity
231 |             for n in amr_nodes:
232 |                 node = amr_nodes[n]
233 |                 if node.ful_name_ != 'date-entity':
234 |                     continue
235 |                 else:
236 |                     time = ''
237 |                     year = ''
238 |                     month = ''
239 |                     day = ''
240 |                     date_entity = dict()
241 |                     for i in node.next_:
242 |                         date_entity[i.edge_label_] = i
243 | 
244 |                     ### Date: month/day/yaer
245 |                     if ':year' in date_entity:
246 |                         year = date_entity[':year'].name_
247 |                     if ':month' in date_entity:
248 |                         month = date_entity[':month'].name_
249 |                     if ':day' in date_entity:
250 |                         day = date_entity[':day'].name_
251 |                     if year != '' and month != '' and day != '':
252 |                         date = '%s/%s/%s' % (month, day, year)
253 |                         global_time_doc_level.add(('global-time', date))
254 |                         try:
255 |                             date = '%s %s %s' % (num_to_month[month],
256 |                                                  cardinal_to_ordinal(day), year)
257 |                             global_time_doc_level.add(('global-time', date))
258 |                         except:
259 |                             pass
260 |                     elif month != '' and day != '':
261 |                         date = '%s/%s' % (month, day)
262 |                         global_time_doc_level.add(('global-time', date))
263 |                         try:
264 |                             date = '%s %s' % (num_to_month[month],
265 |                                               cardinal_to_ordinal(day))
266 |                             global_time_doc_level.add(('global-time', date))
267 |                         except:
268 |                             pass
269 |                     elif year != '':
270 |                         date = year
271 |                         global_time_doc_level.add(('global-time', date))
272 | 
273 |                     ### Other
274 |                     if ':century' in date_entity:
275 |                         m = re.search('(\d\d)\d*',
276 |                                       date_entity[':century'].name_)
277 |                         if m != None:
278 |                             time = cardinal_to_ordinal(m.group(1)) + ' century'
279 |                     if ':weekday' in date_entity:
280 |                         time = date_entity[':weekday'].ful_name_
281 |                     if ':season' in date_entity:
282 |                         time = date_entity[':season'].ful_name_
283 |                     if ':decade' in date_entity:
284 |                         time = date_entity[':decade'].name_
285 |                     if time != '':
286 |                         global_time_doc_level.add(('global-time', time))
287 | 
288 |         ### Propagate golbal time in doc level
289 |         for senid in sorted(amr_table[docid]):
290 |             sen = amr_table[docid][senid]
291 |             named_entities = sen.named_entities_
292 |             for n in named_entities:
293 |                 ne = named_entities[n]
294 |                 if global_time_doc_level != set():
295 |                     ne.neighbors_ = ne.neighbors_.union(global_time_doc_level)
296 | 
297 | '''
298 |  Adding global location
299 | '''
300 | def add_location(amr_table):
301 |     for docid in sorted(amr_table):
302 |         ### Find global location (named entities only) in doc level
303 |         global_loc_doc_level = set()
304 |         for senid in sorted(amr_table[docid]):
305 |             sen = amr_table[docid][senid]
306 |             amr_nodes = sen.amr_nodes_
307 |             named_entities = sen.named_entities_
308 | 
309 |             ### :location
310 |             for n in amr_nodes:
311 |                 node = amr_nodes[n]
312 |                 if node.edge_label_ != ':location':
313 |                     continue
314 |                 else:
315 |                     for i in node.next_:
316 |                         if i.is_entity_:
317 |                             ne = named_entities[i.name_]
318 |                             global_loc_doc_level.add(('global-loc',
319 |                                                       ':location', ne))
320 | 
321 |         ### Propagate global location in doc level
322 |         for senid in sorted(amr_table[docid]):
323 |             sen = amr_table[docid][senid]
324 |             for n in named_entities:
325 |                 ne = named_entities[n]
326 |                 if global_loc_doc_level != set():
327 |                     ne.coherence_ = ne.coherence_.union(global_loc_doc_level)
328 | 
329 | '''
330 |  Retrieve AMR subtree - concept to leaf
331 | '''
332 | def retrieve_ctl(node, path, paths_ctl, named_entities, amr_nodes):
333 |     tmp = path[:] # Passing by value
334 |     if (node.is_entity_) or \
335 |        (node.name_ in named_entities and node.ful_name_ == ''):
336 |         ne = named_entities[node.name_]
337 |         tmp.append((node.edge_label_, ne))
338 |     else:
339 |         if node.ful_name_ == '':
340 |             if amr_nodes[node.name_].ful_name_ != '':
341 |                 tmp.append((node.edge_label_, amr_nodes[node.name_].ful_name_))
342 |             else:
343 |                 tmp.append((node.edge_label_, node.name_)) # In case of :value
344 |         else:
345 |             tmp.append((node.edge_label_, node.ful_name_))
346 | 
347 |     if node.next_ == list():
348 |         paths_ctl.append(tmp)
349 |     for i in node.next_:
350 |         retrieve_ctl(i, tmp, paths_ctl, named_entities, amr_nodes)
351 | 
352 | '''
353 |  Adding semantic role
354 | '''
355 | def add_semantic_role(amr_table):
356 |     for docid in sorted(amr_table):
357 |         for senid in sorted(amr_table[docid]):
358 |             sen = amr_table[docid][senid]
359 |             amr_nodes = sen.amr_nodes_
360 |             named_entities = sen.named_entities_
361 | 
362 |             for n in amr_nodes:
363 |                 node = amr_nodes[n]
364 |                 for i in node.next_:
365 |                     if i.is_entity_:
366 |                         for j in node.next_:
367 |                             if i != j:
368 |                                 paths_ctl = list()
369 |                                 retrieve_ctl(j, list(), paths_ctl,
370 |                                              named_entities, amr_nodes)
371 |                                 ne = named_entities[i.name_]
372 |                                 for path in paths_ctl:
373 |                                     for k in path:
374 |                                         if isinstance(k[1], str): # Node
375 |                                             ne.neighbors_.add(k)
376 |                                         elif k[1] != ne:          # Named entity
377 |                                             ne.coherence_.add((node.ful_name_,
378 |                                                                k[0], k[1]))
379 | 
380 | '''
381 |  Merge coreferential named entities as a coreferential chian in doc level
382 | 
383 |  We treat a coreferential chain of mentions as a single mention.
384 |  In doing so, the collaborator set for the entire chain is computed
385 |  as the union over all of the chain's mentions' collaborator sets.
386 | '''
387 | def get_chain_doc_level(amr_table):
388 |     from Namedentity import NamedEntity
389 | 
390 |     for docid in sorted(amr_table):
391 |         chain = dict()
392 |         ### Merge
393 |         for senid in sorted(amr_table[docid]):
394 |             sen = amr_table[docid][senid]
395 |             for i in sen.named_entities_:
396 |                 ne = sen.named_entities_[i]
397 |                 name = ne.name()
398 |                 if name not in chain:
399 |                     chain[name] = NamedEntity(entity_name=name,
400 |                                               subtype=ne.subtype_,
401 |                                               maintype=ne.maintype_,
402 |                                               wiki=ne.wiki_)
403 |                 chain[name].neighbors_ = chain[name].neighbors_. \
404 |                                          union(ne.neighbors_)
405 |                 chain[name].coherence_ = chain[name].coherence_. \
406 |                                          union(ne.coherence_)
407 | 
408 |         ### Propagate
409 |         for senid in sorted(amr_table[docid]):
410 |             sen = amr_table[docid][senid]
411 |             for i in sen.named_entities_:
412 |                 ne = sen.named_entities_[i]
413 |                 name = ne.name()
414 |                 ne.chain_ = chain[name]
415 | 
416 | def list2dict(amres):
417 |     res = dict()
418 |     for snt in amres:
419 |         senid = snt.senid_
420 |         try:
421 |             docid = re.search('(.+)\.\d+', senid).group(1)
422 |         except:
423 |             docid = ''
424 |         if docid not in res:
425 |             res[docid] = dict()
426 |         res[docid][senid] = snt
427 |     return res
428 | 
429 | def main(amres, coref=True, coherence=True, hor=True,
430 |          hrr=True, time=True, loc=True, sr=True, chain=True):
431 | 
432 |     ### Convert list to dict
433 |     amr_table = list2dict(amres)
434 | 
435 |     ### Adding name coreference
436 |     if coref:
437 |         add_name_coreference(amr_table)
438 | 
439 |     ### Adding coherent set
440 |     if coherence:
441 |         add_coherence(amr_table)
442 | 
443 |     ### Adding have-org-rol-91
444 |     if hor:
445 |         add_haveorgrole91(amr_table)
446 | 
447 |     ### Adding have-rel-rol-91
448 |     if hrr:
449 |         add_haverelrole91(amr_table)
450 | 
451 |     ### Adding global time
452 |     if time:
453 |         add_date_entity(amr_table)
454 | 
455 |     ### Adding global location
456 |     if loc:
457 |         add_location(amr_table)
458 | 
459 |     ### Adding semantic role
460 |     if sr:
461 |         add_semantic_role(amr_table)
462 | 
463 |     ### Adding coreferential chain
464 |     if chain:
465 |         get_chain_doc_level(amr_table)
466 | 


--------------------------------------------------------------------------------
/amrreader/src/models/Namedentity.py:
--------------------------------------------------------------------------------
 1 | '''
 2 |  AMR Named Entity Object
 3 | '''
 4 | 
 5 | class NamedEntity(object):
 6 |     def __init__(self, sentid='', name='', entity_name='',
 7 |                  subtype=None, maintype=None, wiki=''):
 8 |         self.sentid = sentid           # Sentence id
 9 |         self.name = name               # Name (acronym)
10 |         self.entity_name = entity_name # Full entity name
11 |         self.subtype = subtype         # AMR sub-type
12 |         self.maintype = maintype       # PER, ORG, GPE
13 |         self.wiki = wiki               # Wikipedia title
14 |         self.coreference = ''          # Coreferential name
15 |         self.neighbors = set()         # AMR neighbors
16 |         self.coherence = set()         # Coherent named entities
17 |         self.chain = NamedEntity       # Coreferential chain
18 | 
19 |     def __str__(self):
20 |         sentid = '# ::id %s\n' % self.sentid
21 |         name = 'name: %s\n' % self.entity_name
22 |         ne_type = 'entity type: %s\t%s\n' % (self.subtype, self.maintype)
23 |         coreference = 'coreference: %s\n' % self.coreference
24 |         wiki = '%s\n' % self.wiki
25 |         return '%s' % (self.entity_name)
26 | 
27 |     def name(self):
28 |         if self.coreference:
29 |             return self.coreference
30 |         else:
31 |             return self.entity_name
32 | 


--------------------------------------------------------------------------------
/amrreader/src/models/Node.py:
--------------------------------------------------------------------------------
 1 | '''
 2 |  AMR Node Object
 3 | '''
 4 | 
 5 | class Node(object):
 6 |     def __init__(self, name='', ful_name='', next_nodes=[], edge_label='',
 7 |                  is_entity=False, entity_type='', entity_name='', wiki='',
 8 |                  polarity=False, content=''):
 9 |         self.name = name               # Node name (acronym)
10 |         self.ful_name = ful_name       # Full name of the node
11 |         self.next_nodes = next_nodes   # Next nodes (list)
12 |         self.edge_label = edge_label   # Edge label between two nodes
13 |         self.is_entity = is_entity     # Whether the node is named entity
14 |         self.entity_type = entity_type # Entity type
15 |         self.entity_name = entity_name # Entity name
16 |         self.wiki = wiki               # Entity Wikipedia title
17 |         self.polarity = polarity       # Whether the node is polarity
18 |         self.content = content         # Original content
19 | 
20 |     def __str__(self):
21 |         if not self.ful_name:
22 |             name = 'NODE NAME: %s\n' % self.name
23 |         else:
24 |             name = 'NODE NAME: %s / %s\n' % (self.name, self.ful_name)
25 |         polarity = 'POLARITY: %s\n' % self.polarity
26 |         children = 'LINK TO:\n'
27 |         for i in self.next_nodes:
28 |             if not i.ful_name:
29 |                 children += '\t(%s) -> %s\n' % (i.edge_label, i.name)
30 |             else:
31 |                 children += '\t(%s) -> %s / %s\n' % \
32 |                             (i.edge_label, i.name, i.ful_name)
33 |         if not self.is_entity:
34 |             return name + polarity + children
35 |         else:
36 |             s = 'ENTITY TYPE: %s\nENTITY NAME: %s\nWIKIPEDIA TITLE: %s\n' % \
37 |                 (self.entity_type, self.entity_name, self.wiki)
38 |             return name + polarity + s + children
39 | 


--------------------------------------------------------------------------------
/amrreader/src/models/Sentence.py:
--------------------------------------------------------------------------------
 1 | '''
 2 |  AMR Sentence Object
 3 | '''
 4 | 
 5 | class Sentence(object):
 6 |     def __init__(self, sentid='', sent='', raw_amr='', comments='',
 7 |                  amr_nodes=dict(), graph=list()):
 8 |         self.sentid = sentid         # Sentence id
 9 |         self.sent = sent             # Sentence
10 |         self.raw_amr = raw_amr       # Raw AMR
11 |         self.comments = comments     # Comments
12 |         self.amr_nodes = amr_nodes   # AMR ndoes table
13 |         self.graph = graph           # Path of the whole graph
14 |         self.amr_paths = dict()      # AMR paths
15 |         self.named_entities = dict() # Named entities
16 | 
17 |     def __str__(self):
18 |         return '%s%s\n' % (self.comments, self.raw_amr)
19 | 


--------------------------------------------------------------------------------
/amrreader/src/ne.py:
--------------------------------------------------------------------------------
 1 | import os
 2 | 
 3 | from .models.Namedentity import NamedEntity
 4 | 
 5 | 
 6 | def get_subtype_mapping_table():
 7 |     '''
 8 |     AMR subtype to main type (PER, ORG, GPE) mapping table
 9 | 
10 |     :return dict mapping:
11 |     '''
12 |     currentpath = os.path.dirname(os.path.abspath(__file__))
13 | 
14 |     mapping = {}
15 |     with open(currentpath+'/../static/ne_types/isi_ne-type-sc.txt', 'r') as f:
16 |         for line in f:
17 |             if line.startswith('#'):
18 |                 continue
19 |             line = line.rstrip('\n').split()
20 |             mapping[line[1]] = line[0]
21 |     return mapping
22 | 
23 | 
24 | def add_named_entity(sents):
25 |     '''
26 |     Add NamedEntity objects into Sentence objects
27 | 
28 |     :param Sentence_object sents: Sentence objects
29 |     '''
30 |     sttable = get_subtype_mapping_table()
31 |     for snt in sents:
32 |         for acr in snt.amr_nodes:
33 |             node = snt.amr_nodes[acr]
34 |             if node.is_entity:
35 |                 if node.entity_type in sttable:
36 |                     maintype = sttable[node.entity_type]
37 |                 else:
38 |                     maintype = None
39 |                 ne_obj = NamedEntity(sentid=snt.sentid, name=node.name,
40 |                                      entity_name=node.entity_name,
41 |                                      subtype=node.entity_type,
42 |                                      maintype=maintype, wiki=node.wiki)
43 |                 snt.named_entities[node.name] = ne_obj
44 | 


--------------------------------------------------------------------------------
/amrreader/src/path.py:
--------------------------------------------------------------------------------
 1 | def retrieve_path_rte(node, path, paths_rte, named_entities):
 2 |     '''
 3 |      Retrieve path - root to entity
 4 |     '''
 5 |     for i in node.next_nodes:
 6 |         tmp = path[:] # Passing by value
 7 |         if i.is_entity:
 8 |             ne = named_entities[i.name]
 9 |             path.append((i.edge_label, ne))
10 |             paths_rte.append(path)
11 |             retrieve_path_rte(i, path, paths_rte, named_entities)
12 |             path = tmp
13 |         else:
14 |             tmp.append((i.edge_label, i.ful_name))
15 |             retrieve_path_rte(i, tmp, paths_rte, named_entities)
16 | 
17 | def retrieve_path_etl(node, path, paths_etl, named_entities, amr_nodes):
18 |     '''
19 |     Retrieve path - entity to leaf
20 |     '''
21 |     if node.next_nodes == []:
22 |         paths_etl.append(path)
23 |     for i in node.next_nodes:
24 |         tmp = path[:] # Passing by value
25 |         if (i.is_entity) or \
26 |            (i.name in named_entities and i.ful_name == ''):
27 |             ne = named_entities[i.name]
28 |             tmp.append((i.edge_label, ne))
29 |             retrieve_path_etl(i, tmp, paths_etl, named_entities, amr_nodes)
30 |         else:
31 |             if i.ful_name == '':
32 |                 if amr_nodes[i.name].ful_name:
33 |                     tmp.append((i.edge_label, amr_nodes[i.name].ful_name))
34 |                 else:
35 |                     tmp.append((i.edge_label, i.name)) # In case of :value
36 |             else:
37 |                 tmp.append((i.edge_label, i.ful_name))
38 |             retrieve_path_etl(i, tmp, paths_etl, named_entities, amr_nodes)
39 | 
40 | 
41 | def main(sents):
42 |     for snt in sents:
43 |         amr_nodes = snt.amr_nodes
44 |         graph = snt.graph
45 |         root = amr_nodes[graph[0][1]]
46 | 
47 |         paths_rte = list() # Path - root to entity
48 |         paths_etl = list() # Path - entity to leaf
49 | 
50 |         # Generate path - root to entity
51 |         retrieve_path_rte(root, [('@root', root.ful_name)],
52 |                           paths_rte, snt.named_entities)
53 |         if paths_rte:
54 |             snt.amr_paths['rte'] = paths_rte
55 | 
56 |         # Generate path - entity to leaf
57 |         for acr in amr_nodes:
58 |             node = amr_nodes[acr]
59 |             if node.is_entity and node.next_nodes:
60 |                 ne = snt.named_entities[node.name]
61 |                 retrieve_path_etl(node, [('@entity', ne)], paths_etl,
62 |                                   snt.named_entities, snt.amr_nodes)
63 |         if paths_etl:
64 |             snt.amr_paths['etl'] = paths_etl
65 | 


--------------------------------------------------------------------------------
/amrreader/src/producer.py:
--------------------------------------------------------------------------------
  1 | import os
  2 | 
  3 | 
  4 | def html_get_ne(ne):
  5 |     name = '<b>%s</b> ---> <code>%s</code> <br>' % \
  6 |            (ne.entity_name, ne.wiki)
  7 |     coreference = '&nbsp;<i>Coref. name: </i><code>%s</code><br>' % \
  8 |                   ne.coreference
  9 |     neighbors = '&nbsp;<i>Neighbors:&nbsp;&nbsp;&nbsp; </i> <code>'
 10 |     for i in ne.neighbors:
 11 |         neighbors += '%s ' % str(i)
 12 |     neighbors += '</code><br>'
 13 |     coherence = '&nbsp;<i>Coheret set:&nbsp </i> <code>'
 14 |     for i in ne.coherence:
 15 |         coherence += '(%s, %s, %s) ' % (i[0], i[1], i[2].entity_name)
 16 |     coherence += '</code><br>'
 17 |     return '%s\n%s\n%s\n%s\n<br>' % (name, coreference, neighbors, coherence)
 18 | 
 19 | 
 20 | def html_get_sentence(sent):
 21 |     graph = '<img src="./graphs/%s.png">' % sent.sentid
 22 |     senid = '<h2>%s</h2>' % sent.sentid
 23 |     comments = '<p><b>%s</b></p>' % sent.comments.split('\n')[0]
 24 |     sentence = '<p><b>%s</b></p>' % sent.sent
 25 |     amr = '<p><code>%s</code></p>' % sent.raw_amr \
 26 |           .replace('\n', '<br>') \
 27 |           .replace(' ', '&nbsp;')
 28 |     nes = '<button type="button" onclick="toggle_visibility(\'%s\');"><b>' \
 29 |           'Named Entities</b></button> &#9660;<br><div id="%s" ' \
 30 |           'style="display: none;">\n' % (sent.sentid, sent.sentid)
 31 |     for i in sent.named_entities:
 32 |         nes += html_get_ne(sent.named_entities[i])
 33 |     nes += '</div>'
 34 |     return '<body>\n%s\n%s\n%s\n%s\n%s\n%s\n</body>\n' % \
 35 |         (senid, sentence, amr, comments, nes, graph)
 36 | 
 37 | 
 38 | def get_html(sents, filename, outdir, curt=False):
 39 |     from src import visualizer
 40 |     with open('%s/%s.html' % (outdir, filename), 'w') as fw:
 41 |         graph_dir = '%s/%s' % (outdir, 'graphs')
 42 |         os.makedirs(graph_dir, exist_ok=True)
 43 |         phead = os.path.dirname(os.path.abspath(__file__)) + '/../static/html_head'
 44 |         fw.write(open(phead, 'r').read())
 45 | 
 46 |         for snt in sents:
 47 |             if curt:
 48 |                 visualizer.visualizer_curt(snt, graph_dir)
 49 |             else:
 50 |                 visualizer.visualizer(snt, graph_dir)
 51 |             fw.write(html_get_sentence(snt))
 52 | 
 53 | 
 54 | def get_graph(sents, outdir, curt=False):
 55 |     from src import visualizer
 56 |     graph_dir = '%s/%s' % (outdir, 'graphs')
 57 |     os.makedirs(graph_dir, exist_ok=True)
 58 |     for snt in sents:
 59 |         if curt:
 60 |             visualizer.visualizer_curt(snt, graph_dir)
 61 |         else:
 62 |             visualizer.visualizer(snt, graph_dir)
 63 | 
 64 | 
 65 | def get_node(sents, outdir):
 66 |     with open('%s/amr_nodes' % outdir, 'w') as fw:
 67 |         for snt in sents:
 68 |             for acr in sorted(snt.amr_nodes):
 69 |                 node = snt.amr_nodes[acr]
 70 |                 if node.ful_name == 'name': # Ingore 'n / name' node
 71 |                     pass
 72 |                 else:
 73 |                     fw.write('%s\n%s\n' % (snt.sentid, node))
 74 | 
 75 | 
 76 | def get_namedentity(sents, outdir):
 77 |     with open('%s/amr_nes' % outdir, 'w') as fw:
 78 |         for snt in sents:
 79 |             for acr in sorted(snt.amr_nodes):
 80 |                 node = snt.amr_nodes[acr]
 81 |                 if node.is_entity:
 82 |                     fw.write('%s\t%s / %s\t%s\t%s\n' % \
 83 |                               (snt.sentid, node.name, node.ful_name,
 84 |                                node.entity_name, node.wiki))
 85 | 
 86 | 
 87 | def get_path(sents, outdir):
 88 |     with open('%s/amr_paths' % outdir, 'w') as fw:
 89 |         for snt in sents:
 90 |             for path_type in snt.amr_paths:
 91 |                 paths = snt.amr_paths[path_type]
 92 |                 for p in paths:
 93 |                     path = ''
 94 |                     for i in p:
 95 |                         path += '(\'%s\', \'%s\'), ' % (i[0], i[1])
 96 |                     fw.write('%s\t%s\t[%s]\n' % \
 97 |                              (snt.sentid, path_type, path.strip(', ')))
 98 | 
 99 | 
100 | def get_query(sents, outdir):
101 |     with open('%s/amr_queries' % outdir, 'w') as fw:
102 |         for snt in sents:
103 |             for i in snt.named_entities:
104 |                 ne = snt.named_entities[i]
105 |                 query = '%s(%s|%s)' % (ne.name(), ne.subtype, ne.maintype)
106 |                 for i in ne.neighbors:
107 |                     query += '%s;' % i[1]
108 |                 query += '|'
109 |                 for i in ne.coherence:
110 |                     query += '%s;' % i[2].name()
111 |                 fw.write('%s\t%s\t%s\n' % \
112 |                          (snt.senid, ne.entity_name, query.strip(';')))
113 | 
114 | 
115 | def get_newiki(amr_corpus, outdir):
116 |     wiki = set()
117 |     with open('%s/amr_nes_wiki' % outdir, 'w') as fw:
118 |         for docid in sorted(amr_corpus):
119 |             for sentid in sorted(amr_corpus[docid]):
120 |                 sent = amr_corpus[docid][sentid]
121 |                 assert sent.senid == sentid
122 |                 amr_nodes = sen.amr_nodes
123 |                 for n in amr_nodes:
124 |                     node = amr_nodes[n]
125 |                     if node.is_entity:
126 |                         wiki.add(node.wiki)
127 |         for i in sorted(wiki):
128 |             fw.write('%s\n' % i)
129 | 


--------------------------------------------------------------------------------
/amrreader/src/reader.py:
--------------------------------------------------------------------------------
  1 | import sys
  2 | sys.setrecursionlimit(10000)
  3 | import os
  4 | import re
  5 | import copy
  6 | import urllib.parse
  7 | import uuid
  8 | 
  9 | from .models.Node import Node
 10 | from .models.Sentence import Sentence
 11 | 
 12 | 
 13 | def amr_validator(raw_amr): # TODO: add more test cases
 14 |     '''
 15 |     AMR validator
 16 | 
 17 |     :param str raw_amr:
 18 |     :return bool:
 19 |     '''
 20 |     if raw_amr.count('(') == 0:
 21 |         return False
 22 |     if raw_amr.count(')') == 0:
 23 |         return False
 24 |     if raw_amr.count('(') != raw_amr.count(')'):
 25 |         return False
 26 |     return True
 27 | 
 28 | 
 29 | def split_amr(raw_amr, contents):
 30 |     '''
 31 |     Split raw AMR based on '()'
 32 | 
 33 |     :param str raw_amr:
 34 |     :param list contentss:
 35 |     '''
 36 |     if not raw_amr:
 37 |         return
 38 |     else:
 39 |         if raw_amr[0] == '(':
 40 |             contents.append([])
 41 |             for i in contents:
 42 |                 i.append(raw_amr[0])
 43 |         elif raw_amr[0] == ')':
 44 |             for i in contents:
 45 |                 i.append(raw_amr[0])
 46 |             amr_contents.append(''.join(contents[-1]))
 47 |             contents.pop(-1)
 48 |         else:
 49 |             for i in contents:
 50 |                 i.append(raw_amr[0])
 51 |         raw_amr = raw_amr[1:]
 52 |         split_amr(raw_amr, contents)
 53 | 
 54 | 
 55 | def generate_node_single(content, amr_nodes_content, amr_nodes_acronym):
 56 |     '''
 57 |     Generate Node object for single '()'
 58 | 
 59 |     :param str context:
 60 |     :param dict amr_nodes_content: content as key
 61 |     :param dict amr_nodes_acronym: acronym as key
 62 |     '''
 63 |     try:
 64 |         assert content.count('(') == 1 and content.count(')') == 1
 65 |     except AssertionError:
 66 |         raise Exception('Unmatched parenthesis')
 67 | 
 68 |     predict_event = re.search('(\w+)\s/\s(\S+)', content)
 69 |     if predict_event:
 70 |         acr = predict_event.group(1) # Acronym
 71 |         ful = predict_event.group(2).strip(')') # Full name
 72 |     else:
 73 |         acr, ful = '-', '-'
 74 | 
 75 |     # In case of :polarity -
 76 |     is_polarity = True if re.search(":polarity\s-", content) else False
 77 | 
 78 |     # :ARG ndoes
 79 |     arg_nodes = []
 80 |     nodes = re.findall(':\S+\s\S+', content)
 81 |     for i in nodes:
 82 |         i = re.search('(:\S+)\s(\S+)', i)
 83 |         role = i.group(1)
 84 |         concept = i.group(2).strip(')')
 85 |         if role == ':wiki':
 86 |             continue
 87 |         if role == ':polarity':
 88 |             continue
 89 |         if concept in amr_nodes_acronym:
 90 |             node = copy.copy(amr_nodes_acronym[concept])
 91 |             node.next_nodes = []
 92 |         # In case of (d / date-entity :year 2012)
 93 |         else:
 94 |             node = Node(name=concept)
 95 |             amr_nodes_acronym[concept] = node
 96 |         node.edge_label = role
 97 |         arg_nodes.append(node)
 98 | 
 99 |     # Node is a named entity
100 |     names = re.findall(':op\d\s\"\S+\"', content)
101 |     if len(names) > 0:
102 |         entity_name = ''
103 |         for i in names:
104 |             entity_name += re.match(':op\d\s\"(\S+)\"', i).group(1) + ' '
105 |         entity_name = urllib.parse.unquote_plus(entity_name.strip())
106 |         new_node = Node(name=acr, ful_name=ful, next_nodes=arg_nodes,
107 |                         entity_name=entity_name,
108 |                         polarity=is_polarity, content=content)
109 |         amr_nodes_content[content] = new_node
110 |         amr_nodes_acronym[acr] = new_node
111 |     else:
112 |         new_node = Node(name=acr, ful_name=ful, next_nodes=arg_nodes,
113 |                         polarity=is_polarity, content=content)
114 |         amr_nodes_content[content] = new_node
115 |         amr_nodes_acronym[acr] = new_node
116 | 
117 | 
118 | def generate_nodes_multiple(content, amr_nodes_content, amr_nodes_acronym):
119 |     '''
120 |     Generate Node object for nested '()'
121 | 
122 |     :param str context:
123 |     :param dict amr_nodes_content: content as key
124 |     :param dict amr_nodes_acronym: acronym as key
125 |     '''
126 |     try:
127 |         assert content.count('(') > 1 and content.count(')') > 1
128 |         assert content.count('(') == content.count(')')
129 |     except AssertionError:
130 |         raise Exception('Unmatched parenthesis')
131 | 
132 |     _content = content
133 |     arg_nodes = []
134 |     is_named_entity = False
135 | 
136 |     # Remove existing nodes from the content, and link these nodes to the root
137 |     # of the subtree
138 |     for i in sorted(amr_nodes_content, key=len, reverse=True):
139 |         if i in content:
140 |             e = content.find(i)
141 |             s = content[:e].rfind(':')
142 |             role = re.search(':\S+\s', content[s:e]).group() # Edge label
143 |             content = content.replace(role+i, '', 1)
144 |             amr_nodes_content[i].edge_label = role.strip()
145 |             if ':name' in role:
146 |                 is_named_entity = True
147 |                 ne = amr_nodes_content[i]
148 |             else:
149 |                 arg_nodes.append(amr_nodes_content[i])
150 | 
151 |     predict_event = re.search('\w+\s/\s\S+', content).group().split(' / ')
152 |     if predict_event:
153 |         acr = predict_event[0] # Acronym
154 |         ful = predict_event[1] # Full name
155 |     else:
156 |         acr, ful = '-', '-'
157 | 
158 |     # In case of :polarity -
159 |     is_polarity = True if re.search(":polarity\s-", content) else False
160 | 
161 |     nodes = re.findall(':\S+\s\S+', content)
162 |     for i in nodes:
163 |         i = re.search('(:\S+)\s(\S+)', i)
164 |         role = i.group(1)
165 |         concept = i.group(2).strip(')')
166 |         if role == ':wiki' and is_named_entity:
167 |             continue
168 |         if role == ':polarity':
169 |             continue
170 |         if concept in amr_nodes_acronym:
171 |             node = copy.copy(amr_nodes_acronym[concept])
172 |             node.next_nodes = []
173 |         # In case of (d / date-entity :year 2012)
174 |         else:
175 |             node = Node(name=concept)
176 |             amr_nodes_acronym[concept] = node
177 |         node.edge_label = role
178 |         arg_nodes.append(node)
179 | 
180 |         # Named entity is a special node, so the subtree of a
181 |         # named entity will be merged. For example,
182 |         #     (p / person :wiki -
183 |         #        :name (n / name
184 |         #                 :op1 "Pascale"))
185 |         # will be merged as one node.
186 |         # According to AMR Specification, "we fill the :instance
187 |         # slot from a special list of standard AMR named entity types".
188 |         # Thus, for named entity node, we will use entity type
189 |         # (p / person in the example above) instead of :instance
190 | 
191 |     if is_named_entity:
192 |         # Get Wikipedia title:
193 |         if re.match('.+:wiki\s-.*', content):
194 |             wikititle = '-' # Entity is NIL, Wiki title does not exist
195 |         else:
196 |             m = re.search(':wiki\s\"(.+?)\"', content)
197 |             if m:
198 |                 wikititle = urllib.parse.unquote_plus(m.group(1)) # Wiki title
199 |             else:
200 |                 wikititle = '' # There is no Wiki title information
201 | 
202 |         new_node = Node(name=acr, ful_name=ful, next_nodes=arg_nodes,
203 |                         edge_label=ne.ful_name, is_entity=True,
204 |                         entity_type=ful, entity_name=ne.entity_name,
205 |                         wiki=wikititle, polarity=is_polarity, content=content)
206 |         amr_nodes_content[_content] = new_node
207 |         amr_nodes_acronym[acr] = new_node
208 | 
209 |     elif len(arg_nodes) > 0:
210 |         new_node = Node(name=acr, ful_name=ful, next_nodes=arg_nodes,
211 |                         polarity=is_polarity, content=content)
212 |         amr_nodes_content[_content] = new_node
213 |         amr_nodes_acronym[acr] = new_node
214 | 
215 | 
216 | def revise_node(content, amr_nodes_content, amr_nodes_acronym):
217 |     '''
218 |     In case of single '()' contains multiple nodes
219 |     e.x. (m / moment :poss p5)
220 | 
221 |     :param str context:
222 |     :param dict amr_nodes_content: content as key
223 |     :param dict amr_nodes_acronym: acronym as key
224 |     '''
225 |     m = re.search('\w+\s/\s\S+\s+(.+)', content.replace('\n', ''))
226 |     if m and ' / name' not in content and ':polarity -' not in content:
227 |         arg_nodes = []
228 |         acr = re.search('\w+\s/\s\S+', content).group().split(' / ')[0]
229 |         nodes = re.findall('\S+\s\".+\"|\S+\s\S+', m.group(1))
230 |         for i in nodes:
231 |             i = re.search('(:\S+)\s(.+)', i)
232 |             role = i.group(1)
233 |             concept = i.group(2).strip(')')
234 |             if concept in amr_nodes_acronym:
235 |                 node = copy.copy(amr_nodes_acronym[concept])
236 |                 node.next_nodes = []
237 |             else: # in case of (d / date-entity :year 2012)
238 |                 node = Node(name=concept)
239 |                 amr_nodes_acronym[concept] = node
240 |             node.edge_label = role
241 |             arg_nodes.append(node)
242 |         amr_nodes_acronym[acr].next_nodes = arg_nodes
243 |         amr_nodes_content[content].next_nodes = arg_nodes
244 | 
245 | 
246 | def retrieve_path(node, parent, path):
247 |     '''
248 |     Retrieve AMR nodes path
249 | 
250 |     :param Node_object node:
251 |     :param str parent:
252 |     :param list path:
253 |     '''
254 |     path.append((parent, node.name, node.edge_label))
255 |     for i in node.next_nodes:
256 |         retrieve_path(i, node.name, path)
257 | 
258 | 
259 | def amr_reader(raw_amr):
260 |     '''
261 |     :param str raw_amr: input raw amr
262 |     :return dict amr_nodes_acronym:
263 |     :return list path:
264 |     '''
265 |     global amr_contents
266 |     amr_contents = []
267 |     amr_nodes_content = {} # Content as key
268 |     amr_nodes_acronym = {} # Acronym as key
269 |     path = [] # Nodes path
270 | 
271 |     split_amr(raw_amr, [])
272 |     for i in amr_contents:
273 |         if i.count('(') == 1 and i.count(')') == 1:
274 |             generate_node_single(i, amr_nodes_content, amr_nodes_acronym)
275 |     for i in amr_contents:
276 |         if i.count('(') > 1 and i.count(')') > 1:
277 |             generate_nodes_multiple(i, amr_nodes_content, amr_nodes_acronym)
278 |     for i in amr_contents:
279 |         if i.count('(') == 1 and i.count(')') == 1:
280 |             revise_node(i, amr_nodes_content, amr_nodes_acronym)
281 | 
282 |     # The longest node (entire AMR) should be the root
283 |     root = amr_nodes_content[sorted(amr_nodes_content, key=len, reverse=True)[0]]
284 |     retrieve_path(root, '@', path)
285 | 
286 |     return amr_nodes_acronym, path
287 | 
288 | 
289 | def main(raw_amrs):
290 |     '''
291 |     :param str raw_amrs: input raw amrs, separated by '\n'
292 |     :return list res: Sentence objects
293 |     '''
294 |     res = []
295 |     for i in re.split('\n\s*\n', raw_amrs):
296 |         sent = re.search('::snt (.*?)\n', i)
297 |         sent = sent.group(1) if sent else ''
298 |         sentid = re.search('::id (.*?) ', i)
299 |         if sentid:
300 |             sentid = sentid.group(1)
301 |         else:
302 |             sentid = uuid.uuid4()
303 | 
304 |         raw_amr = ''
305 |         comments = ''
306 |         for line in i.splitlines(True):
307 |             if line.startswith('# '):
308 |                 comments += line
309 |                 continue
310 | 
311 |             # convert '( )' to '%28 %29' in :wiki
312 |             m = re.search(':wiki\s\"(.+?)\"', line)
313 |             if m:
314 |                 line = line.replace(m.group(1),
315 |                                     urllib.parse.quote_plus(m.group(1)))
316 | 
317 |             # convert '( )' to '%28 %29' in :name
318 |             m = re.findall('\"(\S+)\"', line)
319 |             for i in m:
320 |                 if '(' in i or ')' in i:
321 |                     line = line.replace(i, urllib.parse.quote_plus(i))
322 |             raw_amr += line
323 | 
324 |         if not raw_amr:
325 |             continue
326 |         if not amr_validator(raw_amr):
327 |             raise Exception('Invalid raw AMR: %s' % sentid)
328 | 
329 |         amr_nodes_acronym, path = amr_reader(raw_amr)
330 |         sent_obj = Sentence(sentid, sent, raw_amr, comments,
331 |                             amr_nodes_acronym, path)
332 |         res.append(sent_obj)
333 | 
334 |     return res
335 | 


--------------------------------------------------------------------------------
/amrreader/src/visualizer.py:
--------------------------------------------------------------------------------
  1 | import re
  2 | import pygraphviz as pgv
  3 | 
  4 | 
  5 | def visualizer(sent, outdir, show_wiki=True):
  6 |     '''
  7 |     AMR visualizer
  8 |     Please install
  9 |       - graphviz
 10 |       - pygraphviz
 11 | 
 12 |     :param Sentence_object sent: input Sentence object
 13 |     :param str outdir: output dir
 14 |     :param bool show_wiki: visualize wiki title
 15 |     '''
 16 | 
 17 |     nodes = set()
 18 |     for i in sent.graph:
 19 |         nodes.add(i[0])
 20 |         nodes.add(i[1])
 21 | 
 22 |     # Draw nodes
 23 |     G = pgv.AGraph(strict=False, directed=True)
 24 |     for i in nodes:
 25 |         if i == '@': # Root
 26 |             continue
 27 |         node = sent.amr_nodes[i]
 28 |         pol = ''
 29 |         if node.polarity:
 30 |             pol = '\npolarity'
 31 |         if node.ful_name:
 32 |             # 1. Node is a named entity
 33 |             if node.is_entity:
 34 |                 ne = sent.named_entities[node.name]
 35 |                 if show_wiki:
 36 |                     ne_name = '%s\nwiki: %s' % (ne.entity_name, ne.wiki)
 37 |                 else:
 38 |                     ne_name = '%s\n' % ne.entity_name
 39 |                 G.add_node(i, shape='point', fillcolor='red')
 40 |                 G.add_node(i + '#' + ne.subtype, shape='box', color='blue',
 41 |                            label=ne_name)
 42 |                 G.add_edge(i, i + '#' + ne.subtype,
 43 |                            label=ne.subtype + pol)
 44 |             # 2. Node is an instance
 45 |             else:
 46 |                 full_name = '%s' % node.ful_name
 47 |                 G.add_node(i, shape='point', fillcolor='red')
 48 |                 if re.match('\S+-\d+', full_name): # Node has sense tag
 49 |                     G.add_node(i + '#instance', shape='egg', color='orange',
 50 |                                label=full_name)
 51 |                 else:
 52 |                     G.add_node(i + '#instance', shape='egg', color='green',
 53 |                                label=full_name)
 54 |                 G.add_edge(i, i + '#instance', label='instance' + pol,
 55 |                            fontname='times italic')
 56 |         # 3. Node is a concept
 57 |         else:
 58 |             G.add_node(i, shape='ellipse', color='black')
 59 | 
 60 |     # Draw edge label
 61 |     for i in sent.graph:
 62 |         if i[0] == '@':
 63 |             continue
 64 |         G.add_edge(i[0], i[1], label=i[2], fontname='monospace')
 65 | 
 66 |     G.layout()
 67 |     G.layout(prog='dot')
 68 |     G.draw('%s/%s.png' % (outdir, sent.sentid))
 69 | 
 70 | 
 71 | def visualizer_curt(sen, outdir, show_wiki=True):
 72 |     '''
 73 |     AMR visualizer simplified graph
 74 |     Please install
 75 |       - graphviz
 76 |       - pygraphviz
 77 | 
 78 |     :param Sentence_object sent: input Sentence object
 79 |     :param str outdir: output dir
 80 |     :param bool show_wiki: visualize wiki title
 81 |     '''
 82 | 
 83 |     nodes = set()
 84 |     for i in sen.graph:
 85 |         nodes.add(i[0])
 86 |         nodes.add(i[1])
 87 | 
 88 |     # Draw nodes
 89 |     G = pgv.AGraph(strict=False, directed=True)
 90 |     for i in nodes:
 91 |         if i == '@': # Root
 92 |             continue
 93 |         node = sen.amr_nodes[i]
 94 |         pol = ''
 95 |         if node.polarity:
 96 |             pol = '\n- polarity'
 97 |         if node.ful_name:
 98 |             # 1. Node is a named entity
 99 |             if node.is_entity:
100 |                 if show_wiki:
101 |                     ne_name = '%s\nwiki: %s' % (node.entity_name, node.wiki)
102 |                 else:
103 |                     ne_name = '%s\n' % node.entity_name
104 |                 G.add_node(i, shape='box', color='blue',
105 |                            label=node.ful_name + '\n' + ne_name + pol)
106 |             # 2. Node is an instance
107 |             else:
108 |                 full_name = '%s' % node.ful_name
109 |                 if re.match('\S+-\d+', full_name): # Node has sense tag
110 |                     G.add_node(i, shape='egg', color='orange',
111 |                                label=full_name + pol)
112 |                 else:
113 |                     G.add_node(i, shape='egg', color='green',
114 |                                label=full_name + pol)
115 |         # 3. Node is a concept
116 |         else:
117 |             G.add_node(i, shape='ellipse', color='black')
118 | 
119 |     # Draw edge label
120 |     for i in sen.graph:
121 |         if i[0] == '@':
122 |             continue
123 |         G.add_edge(i[0], i[1], label=i[2], fontname='monospace')
124 | 
125 |     G.layout()
126 |     G.layout(prog='dot')
127 |     G.draw('%s/%s.png' % (outdir, sen.sentid))
128 | 


--------------------------------------------------------------------------------
/amrreader/static/html_head:
--------------------------------------------------------------------------------
 1 | <meta charset="utf-8">
 2 | <head>
 3 | 	<meta http-equiv="content-type" content="text/html; charset=utf-8" />
 4 | 
 5 | 	<!-- Button show hide -->
 6 | 	<script type="text/javascript">
 7 | 	  function toggle_visibility(id) {
 8 | 	  var e = document.getElementById(id);
 9 | 	  if(e.style.display == 'block')
10 |           e.style.display = 'none';
11 | 	  else
12 |           e.style.display = 'block';
13 | 	  }
14 | 	</script>
15 | </head>
16 | 


--------------------------------------------------------------------------------
/amrreader/static/ne_types/GPE.txt:
--------------------------------------------------------------------------------
 1 | nation
 2 | republic
 3 | township
 4 | country-region
 5 | village
 6 | state
 7 | local-region
 8 | capital
 9 | country
10 | region
11 | world-region
12 | county
13 | city-district
14 | city
15 | district
16 | area
17 | valley
18 | town
19 | territory
20 | site
21 | province
22 | suburb
23 | street
24 | cosmodrome
25 | city-disctrict
26 | gpe
27 | continent


--------------------------------------------------------------------------------
/amrreader/static/ne_types/ORG.txt:
--------------------------------------------------------------------------------
 1 | league
 2 | research-institute
 3 | gang
 4 | committee
 5 | group
 6 | organisation
 7 | federation
 8 | bank
 9 | school
10 | university
11 | team
12 | laboratory
13 | factory
14 | public-institution
15 | government-organization
16 | conglomerate
17 | ministry
18 | institute
19 | alliance
20 | firm
21 | club
22 | academy
23 | company
24 | political-party
25 | subsidiary
26 | institution
27 | criminal-organization
28 | regime
29 | court
30 | corporation
31 | agency
32 | consortium
33 | department
34 | party
35 | organization
36 | force
37 | cartel
38 | government-orgnization
39 | body
40 | military
41 | hospital
42 | government-entity
43 | compnay
44 | convention
45 | organiztion
46 | political-organization
47 | news-agency
48 | conference
49 | government-organzation
50 | bloc
51 | religion
52 | militia
53 | government-organiztion
54 | publication


--------------------------------------------------------------------------------
/amrreader/static/ne_types/PER.txt:
--------------------------------------------------------------------------------
 1 | regional-group
 2 | research-group
 3 | religious-group
 4 | ethnic-group
 5 | nationality
 6 | animal
 7 | scientist
 8 | socialite
 9 | gymnast
10 | citizen
11 | brother
12 | journalist
13 | husband
14 | secretary
15 | attorney
16 | lawyer
17 | girl
18 | accomplice
19 | activist
20 | physicist
21 | boss
22 | princess
23 | boy
24 | sister
25 | daughter
26 | counterpart
27 | family
28 | son
29 | co-leader
30 | king
31 | dissident
32 | general
33 | comedian
34 | terrorist
35 | doctor
36 | idiot
37 | cardinal
38 | cleric
39 | mother
40 | businessman
41 | president
42 | man
43 | correspondent
44 | cosmonaut
45 | wife
46 | person
47 | chief
48 | undersecretary
49 | governor
50 | colonel
51 | spokesman
52 | legend
53 | envoy
54 | deputy
55 | archbishop
56 | commissioner
57 | farmer
58 | someone
59 | brigadier
60 | monarch
61 | colonel-general
62 | secretary-general
63 | lawmaker
64 | major
65 | treasurer
66 | premier
67 | foreign-minister
68 | chairman
69 | colonel-inf
70 | pope
71 | brigadier-general
72 | senior-commander
73 | spokeswoman
74 | expert
75 | senator
76 | guerrilla
77 | dictator
78 | minister
79 | commander
80 | member
81 | director
82 | engineer-01
83 | director-general
84 | president-elect
85 | ambassador
86 | executive
87 | chancellor
88 | officer
89 | emperor
90 | empress
91 | watchdog
92 | head
93 | analyst
94 | monopoly
95 | official
96 | major-general
97 | 


--------------------------------------------------------------------------------
/amrreader/static/ne_types/isi_ne-type-sc.txt:
--------------------------------------------------------------------------------
  1 | # superclass amr-ne-type (as of 3/16/2015)
  2 | GPE area
  3 | GPE city
  4 | GPE city-district
  5 | GPE continent
  6 | GPE country
  7 | GPE country-region
  8 | GPE county
  9 | GPE district
 10 | GPE empire
 11 | GPE enclave
 12 | GPE local-region
 13 | GPE province
 14 | GPE region
 15 | GPE republic
 16 | GPE site
 17 | GPE state
 18 | GPE suburb
 19 | GPE territory
 20 | GPE town
 21 | GPE township
 22 | GPE village
 23 | GPE world-region
 24 | ORG agency
 25 | ORG band
 26 | ORG bank
 27 | ORG bloc
 28 | ORG cartel
 29 | ORG club
 30 | ORG committee
 31 | ORG company
 32 | ORG conference
 33 | ORG conglomerate
 34 | ORG consortium
 35 | ORG corporation
 36 | ORG criminal-organization
 37 | ORG department
 38 | ORG division
 39 | ORG factory
 40 | ORG federation
 41 | ORG firm
 42 | ORG foundation
 43 | ORG gang
 44 | ORG government-organization
 45 | ORG group
 46 | ORG hospital
 47 | ORG institution
 48 | ORG laboratory
 49 | ORG league
 50 | ORG magazine
 51 | ORG military
 52 | ORG monastery
 53 | ORG monopoly
 54 | ORG movement
 55 | ORG network
 56 | ORG organization
 57 | ORG political-party
 58 | ORG public-institution
 59 | ORG publication
 60 | ORG regime
 61 | ORG research-institute
 62 | ORG school
 63 | ORG subsidiary
 64 | ORG team
 65 | ORG think-tank
 66 | ORG tribe
 67 | ORG university
 68 | PER accomplice
 69 | PER activist
 70 | PER athlete
 71 | PER attorney
 72 | PER boy
 73 | PER businessman
 74 | PER child
 75 | PER cleric
 76 | PER comedian
 77 | PER cosmonaut
 78 | PER dissident
 79 | PER doctor
 80 | PER ethnic-group
 81 | PER family
 82 | PER girl
 83 | PER guru
 84 | PER guy
 85 | PER gymnast
 86 | PER idiot
 87 | PER journalist
 88 | PER lawyer
 89 | PER madam
 90 | PER man
 91 | PER person
 92 | PER physicist
 93 | PER poet
 94 | PER politician
 95 | PER prince
 96 | PER princess
 97 | PER regional-group
 98 | PER religious-group
 99 | PER scientist
100 | PER socialite
101 | PER terrorist
102 | PER victim
103 | PER woman
104 | 


--------------------------------------------------------------------------------
/amrreader/static/tables/ne-table.txt:
--------------------------------------------------------------------------------
  1 | Aboriginal	Aborigine
  2 | Abyssinian	Abyssinia
  3 | Aeolian	Aeolus
  4 | Afghan	Afghanistan
  5 | Afghani	Afghanistan
  6 | Afghanistani	Afghanistan
  7 | African	Africa
  8 | Albanian	Albania
  9 | Aleutian	Aleut
 10 | Algerian	Algeria
 11 | American	America
 12 | Andorran	Andorra
 13 | Angolan	Angola
 14 | Arabic	Arab
 15 | Arawakan	Arawak
 16 | Argentine	Argentina
 17 | Argentinian	Argentina
 18 | Armenian	Armenia
 19 | Aruban	Aruba
 20 | Asian	Asia
 21 | Athenian	Athens
 22 | Australian	Australia
 23 | Austrian	Austria
 24 | Azerbaijani	Azerbaijan
 25 | Bahamian	Bahamas
 26 | Bahrainian	Bahrain
 27 | Bangladeshi	Bangladesh
 28 | Basotho	Lesotho
 29 | Belarusian	Belarus
 30 | Belgian	Belgium
 31 | Bhutanese	Bhutan
 32 | Bohemian	Bohemia
 33 | Bolivian	Bolivia
 34 | Bosnian	Bosnia and Herzegovina
 35 | Brazilian	Brazil
 36 | British	Great Britain
 37 | Bulgarian	Bulgaria
 38 | Calabrian	Calabria
 39 | Cambodian	Cambodia
 40 | Cameroonian	Cameroon
 41 | Canadian	Canada
 42 | Cantonese	Canton
 43 | Caucasian	Caucasia
 44 | Celtic	Celt
 45 | Central American	Central America
 46 | Central European	Central Europe
 47 | Ceylonese	Ceylon
 48 | Chadian	Chad
 49 | Chechen	Chechnya
 50 | Chilean	Chile
 51 | Chinese	China
 52 | Colombian	Colombia
 53 | Columbian	Columbus
 54 | Congolese	Congo
 55 | Coptic	Copt
 56 | Costa Rican	Costa Rica
 57 | Croatian	Croatia
 58 | Cuban	Cuba
 59 | Cypriot	Cyprus
 60 | Czech	Czechoslovakia
 61 | Czechoslovak	Czechoslovakia
 62 | Czechoslovakian	Czechoslovakia
 63 | Danish	Denmark
 64 | Dutch	Netherlands
 65 | East German	East Germany
 66 | East Pakistani	East Pakistan
 67 | Eastern	East
 68 | Eastern European	Eastern Europe
 69 | Ecuadorian	Ecuador
 70 | Egyptian	Egypt
 71 | El Salvadoran	El Salvador
 72 | English	England
 73 | Equatorial Guinean	Equatorial Guinea
 74 | Eritrean	Eritrea
 75 | Estonian	Estonia
 76 | Ethiopian	Ethiopia
 77 | European	Europe
 78 | Far Eastern	Far East
 79 | Faroese	Faroe Islands
 80 | Fijian	Fiji
 81 | Filipino	Philippines
 82 | Finnish	Finland
 83 | Franciscan	Francis of Assisi
 84 | French	France
 85 | Gabonese	Gabon
 86 | Gallic	Gaul
 87 | Galwegian	Galloway
 88 | Gambian	Gambia
 89 | Georgian	Georgia
 90 | German	Germany
 91 | Ghanaian	Ghana
 92 | Gothic	Goth
 93 | Greek	Greece
 94 | Guatemalan	Guatemala
 95 | Guinean	Guinea
 96 | Guyanan	Guyana
 97 | Haitian	Haiti
 98 | Hawaiian	Hawaii
 99 | Hebraic	Hebrew
100 | Himalayan	Himalaya
101 | Hindu	Hinduism
102 | Honduran	Honduras
103 | Hungarian	Hungary
104 | Icelander	Iceland
105 | Icelandic	Iceland
106 | Indonesian	Indonesia
107 | Iranian	Iran
108 | Iraqi	Iraq
109 | Irish	Ireland
110 | Islamic	Islam
111 | Israeli	Israel
112 | Italian	Italy
113 | Jamaican	Jamaica
114 | Japanese	Japan
115 | Jesuitical	Jesuit
116 | Jewish	Jew
117 | Jewish	Jew
118 | Jewish	Judaism
119 | Jordanian	Jordan
120 | Jovian	Jupiter
121 | Judeo-Christian	Christianity
122 | Judeo-Christian	Judaism
123 | Kashmiri	Kashmir
124 | Kazakh	Kazakhstan
125 | Kazakhstani	Kazakhstan
126 | Kenyan	Kenya
127 | Kenyian	Kenya
128 | Kirghizian	Kirghistan
129 | Korean	Korea
130 | Kosovar	Kosovo
131 | Kurdish	Kurdistan
132 | Kuwaiti	Kuwait
133 | Kyrgyz	Kyrgyzstan
134 | Kyrgyzstani	Kyrgyzstan
135 | Lao	Laos
136 | Laotian	Laos
137 | Latin	Latium
138 | Latin American	Latin America
139 | Latvian	Latvia
140 | Lebanese	Lebanon
141 | Levantine	Levant
142 | Liberian	Liberia
143 | Libyan	Libya
144 | Liechtensteiner	Liechtenstein
145 | Lithuanian	Lithuania
146 | Luxembourger	Luxembourg
147 | Macedonian	Macedonia
148 | Malagasy	Madagascar
149 | Malawian	Malawi
150 | Malaysian	Malaysia
151 | Maldivian	Maldives
152 | Malian	Mali
153 | Maltese	Malta
154 | Masonic	Freemason
155 | Mauritanian	Mauritius
156 | Mauritian	Mauritius
157 | Mayan	Maya
158 | medieval	Middle Ages
159 | Mexican	Mexico
160 | Middle Eastern	Middle East
161 | Moldovan	Moldova
162 | Monacan	Monaco
163 | Monegasque	Monaco
164 | Mongolian	Mongolia
165 | Montenegrin	Montenegro
166 | Moroccan	Morocco
167 | Mosotho	Lesotho
168 | Mozambican	Mozambique
169 | Muslim	Islam
170 | Myanmaran	Myanmar
171 | Namibian	Namibia
172 | Nauruan	Nauru
173 | neolithic	Neolithic Age
174 | Nepalese	Nepal
175 | Nepali	Nepal
176 | New Zealander	New Zealand
177 | Ni-Vanuatu	Vanuatu
178 | Nicaraguan	Nicaragua
179 | Nigeran	Niger
180 | Nilotic	Nile
181 | Nordic	Scandinavia
182 | North American	North America
183 | North Korean	North Korea
184 | Northern	North
185 | Northern European	Northern Europe
186 | Norwegian	Norway
187 | Omani	Oman
188 | Pakistani	Pakistan
189 | Palauan	Palau
190 | Palestinian	Palestine
191 | Panamanian	Panama
192 | Papua New Guinean	Papua New Guinea
193 | Paraguayan	Paraguay
194 | Persian	Persia
195 | Peruvian	Peru
196 | Pharaonic	Pharaoh
197 | Philippine	Philippines
198 | Polish	Poland
199 | Portuguese	Portugal
200 | Puerto Rican	Puerto Rico
201 | Qatari	Qatar
202 | Quechuan	Quechua
203 | Republican	Republican Party
204 | Rhenish	Rhine
205 | Riemannian	Riemann
206 | Roman	Rome
207 | Romanian	Romania
208 | Romany	Gypsy
209 | Romany	Romani
210 | Ruandan	Ruanda
211 | Russian	Russia
212 | Rwandan	Rwanda
213 | Sahraouian	Western Sahara
214 | Sahrawi	Western Sahara
215 | Sahrawian	Western Sahara
216 | Salvadoran	El Salvador
217 | Samoan	Samoa
218 | Saudi Arabian	Saudi Arabia
219 | Scandinavian	Scandinavia
220 | Scottish	Scotland
221 | Senegalese	Senegal
222 | Seychellois	Seychelles
223 | Siamese	Siam
224 | Sierra Leonean	Sierra Leone
225 | Singaporean	Singapore
226 | Sinhala	Sinhalese
227 | Sinitic	Chinese
228 | Siouan	Sioux
229 | Slovak	Slovakia
230 | Slovene	Slovenia
231 | Slovenian	Slovenia
232 | Somali	Somalia
233 | Somalian	Somalia
234 | South African	South Africa
235 | South American	South America
236 | South Korean	South Korea
237 | Southeast Asian	Southeast Asia
238 | Southern	South
239 | Southern European	Southern Europe
240 | Spanish	Spain
241 | SriLankan	Sri Lanka
242 | Stalinist	Stalin
243 | Sudanese	Sudan
244 | Surinamese	Suriname
245 | Swazi	Swaziland
246 | Swedish	Sweden
247 | Swiss	Switzerland
248 | Syrian	Syria
249 | Taiwanese	Taiwan
250 | Tajik	Tajikistan
251 | Tajikistani	Tajikistan
252 | Tanzanian	Tanzania
253 | Tchadian	Tchad
254 | Teutonic	Teuton
255 | Texan	Texas
256 | Thai	Thailand
257 | Tibetan	Tibet
258 | Timorese	Timor
259 | Togolese	Togo
260 | Tongan	Tonga
261 | Trojan	Troy
262 | Tunisian	Tunisia
263 | Turkic	Turki
264 | Turkish	Turkey
265 | Turkmen	Turkmenistan
266 | Tuscan	Tuscany
267 | Tuvaluan	Tuvalu
268 | Ugandan	Uganda
269 | Ukrainian	Ukraine
270 | Uruguayan	Uruguay
271 | Uzbek	Uzbekistan
272 | Uzbekistani	Uzbekistan
273 | Venezuelan	Venezuela
274 | Virginian	Virginia
275 | Welch	Wales
276 | Welsh	Wales
277 | West German	West Germany
278 | West Pakistani	West Pakistan
279 | Western	West
280 | Western European	Western Europe
281 | Western Samoan	Western Samoa
282 | Wilsonian	Wilson
283 | Yemeni	Yemen
284 | Yugoslav	Yugoslavia
285 | Yugoslavian	Yugoslavia
286 | Zairian	Zaire
287 | Zambian	Zambia
288 | Zimbabwean	Zimbabwe
289 | Zoroastrian	Zoroaster
290 | 


--------------------------------------------------------------------------------
/amrreader/static/tables/wikification-lookup-table.txt:
--------------------------------------------------------------------------------
   1 | # biomed list
   2 | ::ne-surf AIDS ::ne-type disease ::wiki HIV%2FAIDS
   3 | ::ne-surf HIV ::ne-type disease ::wiki HIV%2FAIDS
   4 | ::ne-surf HIV/AIDS ::ne-type disease ::wiki HIV%2FAIDS
   5 | ::ne-surf hepatitis B ::ne-type disease ::wiki Hepatitis_B
   6 | ::ne-surf meningitis ::ne-type disease ::wiki Meningitis
   7 | ::ne-surf Alzheimer's disease ::ne-type disease ::wiki Alzheimer's_disease
   8 | ::ne-surf Alzheimers disease ::ne-type disease ::wiki Alzheimer's_disease
   9 | ::ne-surf Alzheimer disease ::ne-type disease ::wiki Alzheimer's_disease
  10 | ::ne-surf Alzheimer's ::ne-type disease ::wiki Alzheimer's_disease
  11 | ::ne-surf Alzheimers ::ne-type disease ::wiki Alzheimer's_disease
  12 | ::ne-surf Alzheimer ::ne-type disease ::wiki Alzheimer's_disease
  13 | ::ne-surf leukemia ::ne-type disease ::wiki Leukemia
  14 | ::ne-surf type 2 diabetes ::ne-type disease ::wiki Diabetes_mellitus_type_2
  15 | ::ne-surf cancer ::ne-type disease ::wiki Cancer
  16 | ::ne-surf lung cancer ::ne-type disease ::wiki Lung_cancer
  17 | ::ne-surf tubercolosis ::ne-type disease ::wiki Tuberculosis
  18 | ::ne-surf tuberculosis ::ne-type disease ::wiki Tuberculosis
  19 | ::ne-surf Parkinson's disease ::ne-type disease ::wiki Parkinson's_disease
  20 | ::ne-surf Parkinsons disease ::ne-type disease ::wiki Parkinson's_disease
  21 | ::ne-surf Parkinson disease ::ne-type disease ::wiki Parkinson's_disease
  22 | ::ne-surf Parkinson's ::ne-type disease ::wiki Parkinson's_disease
  23 | ::ne-surf Parkinsons ::ne-type disease ::wiki Parkinson's_disease
  24 | ::ne-surf Parkinson ::ne-type disease ::wiki Parkinson's_disease
  25 | 
  26 | ::ne-surf citric acid cycle ::ne-type pathway ::wiki Citric_acid_cycle
  27 | ::ne-surf Krebs cycle ::ne-type pathway ::wiki Citric_acid_cycle
  28 | 
  29 | ::ne-surf myoglobin ::ne-type protein ::wiki Myoglobin
  30 | 
  31 | # city list
  32 | ::ne-surf Hong Kong ::ne-type city ::wiki Hong_Kong
  33 | ::ne-surf Moscow ::ne-type city ::wiki Moscow
  34 | ::ne-surf Paris ::ne-type city ::wiki Paris
  35 | ::ne-surf London ::ne-type city ::wiki London
  36 | ::ne-surf Beijing ::ne-type city ::wiki Beijing
  37 | ::ne-surf Vienna ::ne-type city ::wiki Vienna
  38 | ::ne-surf Washington ::ne-type city ::wiki Washington,_D.C.
  39 | ::ne-surf Manokwari ::ne-type city ::wiki Manokwari
  40 | ::ne-surf Tehran ::ne-type city ::wiki Tehran
  41 | ::ne-surf Pyongyang ::ne-type city ::wiki Pyongyang
  42 | ::ne-surf Shanghai ::ne-type city ::wiki Shanghai
  43 | ::ne-surf New Delhi ::ne-type city ::wiki New_Delhi
  44 | ::ne-surf New York ::ne-type city ::wiki New_York_City
  45 | ::ne-surf Tokyo ::ne-type city ::wiki Tokyo
  46 | ::ne-surf Geneva ::ne-type city ::wiki Geneva
  47 | ::ne-surf Hanoi ::ne-type city ::wiki Hanoi
  48 | ::ne-surf Seoul ::ne-type city ::wiki Seoul
  49 | ::ne-surf Sydney ::ne-type city ::wiki Sydney
  50 | ::ne-surf Tianjin ::ne-type city ::wiki Tianjin
  51 | ::ne-surf Zahedan ::ne-type city ::wiki Zahedan
  52 | ::ne-surf Tallinn ::ne-type city ::wiki Tallinn
  53 | ::ne-surf Baghdad ::ne-type city ::wiki Baghdad
  54 | ::ne-surf Berlin ::ne-type city ::wiki Berlin
  55 | ::ne-surf Kabul ::ne-type city ::wiki Kabul
  56 | ::ne-surf Rio de Janeiro ::ne-type city ::wiki Rio_de_Janeiro
  57 | ::ne-surf Riyadh ::ne-type city ::wiki Riyadh
  58 | ::ne-surf Brussels ::ne-type city ::wiki Brussels
  59 | ::ne-surf Cairo ::ne-type city ::wiki Cairo
  60 | ::ne-surf Islamabad ::ne-type city ::wiki Islamabad
  61 | ::ne-surf Ho Chi Minh City ::ne-type city ::wiki Ho_Chi_Minh_City
  62 | ::ne-surf Karachi ::ne-type city ::wiki Karachi
  63 | ::ne-surf Hyderabad ::ne-type city ::wiki Hyderabad
  64 | ::ne-surf Mumbai ::ne-type city ::wiki Mumbai
  65 | ::ne-surf Bangkok ::ne-type city ::wiki Bangkok
  66 | ::ne-surf Bonn ::ne-type city ::wiki Bonn
  67 | ::ne-surf Dublin ::ne-type city ::wiki Dublin
  68 | ::ne-surf Kuala Lumpur ::ne-type city ::wiki Kuala_Lumpur
  69 | ::ne-surf Madrid ::ne-type city ::wiki Madrid
  70 | ::ne-surf Pretoria ::ne-type city ::wiki Pretoria
  71 | ::ne-surf Quetta ::ne-type city ::wiki Quetta
  72 | ::ne-surf Teheran ::ne-type city ::wiki Tehran
  73 | ::ne-surf Amman ::ne-type city ::wiki Amman
  74 | ::ne-surf Boston ::ne-type city ::wiki Boston
  75 | ::ne-surf Dubai ::ne-type city ::wiki Dubai
  76 | ::ne-surf Jakarta ::ne-type city ::wiki Jakarta
  77 | ::ne-surf Lahore ::ne-type city ::wiki Lahore
  78 | ::ne-surf Manila ::ne-type city ::wiki Manila
  79 | ::ne-surf Mecca ::ne-type city ::wiki Mecca
  80 | ::ne-surf Mexico City ::ne-type city ::wiki Mexico_City
  81 | ::ne-surf Qom ::ne-type city ::wiki Qom
  82 | ::ne-surf Taipei ::ne-type city ::wiki Taipei
  83 | ::ne-surf Tirana ::ne-type city ::wiki Tirana
  84 | ::ne-surf Toronto ::ne-type city ::wiki Toronto
  85 | ::ne-surf Washington D.C. ::ne-type city ::wiki Washington,_D.C.
  86 | ::ne-surf Algiers ::ne-type city ::wiki Algiers
  87 | ::ne-surf Bangalore ::ne-type city ::wiki Bangalore
  88 | ::ne-surf Beirut ::ne-type city ::wiki Beirut
  89 | ::ne-surf Bogota ::ne-type city ::wiki Bogot%C3%A1
  90 | ::ne-surf Cape Town ::ne-type city ::wiki Cape_Town
  91 | ::ne-surf Damascus ::ne-type city ::wiki Damascus
  92 | ::ne-surf Glasgow ::ne-type city ::wiki Glasgow
  93 | ::ne-surf Istanbul ::ne-type city ::wiki Istanbul
  94 | ::ne-surf Kathmandu ::ne-type city ::wiki Kathmandu
  95 | ::ne-surf Mogadishu ::ne-type city ::wiki Mogadishu
  96 | ::ne-surf Montreal ::ne-type city ::wiki Montreal
  97 | ::ne-surf Rome ::ne-type city ::wiki Rome
  98 | ::ne-surf Stratford-upon-Avon ::ne-type city ::wiki Stratford-upon-Avon
  99 | ::ne-surf Washington ::ne-type city ::wiki Washington,_D.C.
 100 | ::ne-surf Washington DC ::ne-type city ::wiki Washington,_D.C.
 101 | ::ne-surf Bombay ::ne-type city ::wiki Mumbai
 102 | ::ne-surf Munich ::ne-type city ::wiki Munich
 103 | ::ne-surf New York City ::ne-type city ::wiki New_York_City
 104 | ::ne-surf Hamburg ::ne-type city ::wiki Hamburg
 105 | ::ne-surf Bucharest ::ne-type city ::wiki Bucharest
 106 | ::ne-surf Kandahar ::ne-type city ::wiki Kandahar
 107 | ::ne-surf Los Angeles ::ne-type city ::wiki Los_Angeles
 108 | ::ne-surf San Francisco ::ne-type city ::wiki San_Francisco
 109 | ::ne-surf Macao ::ne-type city ::wiki Macau
 110 | ::ne-surf Macau ::ne-type city ::wiki Macau
 111 | ::ne-surf Cluj ::ne-type city ::wiki Cluj-Napoca
 112 | ::ne-surf Cluj-Napoca ::ne-type city ::wiki Cluj-Napoca
 113 | ::ne-surf Klausenburg ::ne-type city ::wiki Cluj-Napoca
 114 | ::ne-surf Kolozsvár ::ne-type city ::wiki Cluj-Napoca
 115 | ::ne-surf Bethlehem ::ne-type city ::wiki Bethlehem
 116 | ::ne-surf Nanjing ::ne-type city ::wiki Nanjing
 117 | ::ne-surf Tripoli ::ne-type city ::wiki Tripoli
 118 | ::ne-surf Guangzhou ::ne-type city ::wiki Guangzhou
 119 | ::ne-surf The Hague ::ne-type city ::wiki The_Hague
 120 | ::ne-surf Den Haag ::ne-type city ::wiki The_Hague
 121 | ::ne-surf 's-Gravenhage ::ne-type city ::wiki The_Hague
 122 | 
 123 | 
 124 | ::ne-surf Manhattan ::ne-type city-district ::wiki Manhattan
 125 | ::ne-surf Brooklyn ::ne-type city-district ::wiki Brooklyn
 126 | ::ne-surf Hollywood ::ne-type city-district ::wiki Hollywood
 127 | ::ne-surf Pudong ::ne-type city-district ::wiki Pudong
 128 | ::ne-surf Tempelhof ::ne-type city-district ::wiki Tempelhof
 129 | ::ne-surf Bergedorf ::ne-type city-district ::wiki Bergedorf
 130 | ::ne-surf Schwabing ::ne-type city-district ::wiki Schwabing
 131 | ::ne-surf Knightsbridge ::ne-type city-district ::wiki Knightsbridge
 132 | 
 133 | ::ne-surf Indianapolis ::ne-type city ::wiki Indianapolis
 134 | ::ne-surf Boca Raton ::ne-type city ::wiki Boca_Raton,_Florida
 135 | # company list
 136 | ::ne-surf AFP ::ne-type publication ::wiki Agence_France-Presse
 137 | ::ne-surf AFP ::ne-type agency ::wiki Agence_France-Presse
 138 | ::ne-surf Xinhua News Agency ::ne-type publication ::wiki Xinhua_News_Agency
 139 | ::ne-surf IRNA ::ne-type publication ::wiki Islamic_Republic_News_Agency
 140 | ::ne-surf IRNA ::ne-type agency ::wiki Islamic_Republic_News_Agency
 141 | ::ne-surf YouTube ::ne-type publication ::wiki YouTube
 142 | ::ne-surf Associated Press ::ne-type publication ::wiki Associated_Press
 143 | ::ne-surf Interfax ::ne-type publication ::wiki Interfax
 144 | ::ne-surf Interfax ::ne-type agency ::wiki Interfax
 145 | ::ne-surf Agence France-Presse ::ne-type publication ::wiki Agence_France-Presse
 146 | ::ne-surf ITAR-TASS ::ne-type publication ::wiki Information_Telegraph_Agency_of_Russia
 147 | ::ne-surf ITAR-TASS ::ne-type agency ::wiki Information_Telegraph_Agency_of_Russia
 148 | ::ne-surf Itar-Tass ::ne-type publication ::wiki Information_Telegraph_Agency_of_Russia
 149 | ::ne-surf Fars News Agency ::ne-type publication ::wiki Fars_News_Agency
 150 | ::ne-surf News Agency Fars ::ne-type publication ::wiki Fars_News_Agency
 151 | ::ne-surf Reuters ::ne-type publication ::wiki Reuters
 152 | ::ne-surf Reuters ::ne-type agency ::wiki Reuters
 153 | ::ne-surf Xinhua ::ne-type publication ::wiki Xinhua_News_Agency
 154 | ::ne-surf Fars ::ne-type publication ::wiki Fars_News_Agency
 155 | ::ne-surf A.F.P. ::ne-type publication ::wiki Agence_France-Presse
 156 | ::ne-surf A. F. P. ::ne-type publication ::wiki Agence_France-Presse
 157 | ::ne-surf AP ::ne-type publication ::wiki Associated_Press
 158 | ::ne-surf Agence France Presse ::ne-type publication ::wiki Agence_France-Presse
 159 | 
 160 | ::ne-surf Hindustan Aeronautics Limited ::ne-type company ::wiki Hindustan_Aeronautics_Limited
 161 | ::ne-surf Alstom ::ne-type company ::wiki Alstom
 162 | ::ne-surf Siemens ::ne-type company ::wiki Siemens
 163 | ::ne-surf Areva ::ne-type company ::wiki Areva
 164 | ::ne-surf Embraer ::ne-type company ::wiki Embraer
 165 | ::ne-surf Boeing ::ne-type company ::wiki Boeing
 166 | ::ne-surf SAIC ::ne-type company ::wiki SAIC_Motor
 167 | ::ne-surf UMC ::ne-type company ::wiki United_Microelectronics_Corporation
 168 | ::ne-surf Boeing Corporation ::ne-type company ::wiki Boeing
 169 | ::ne-surf Hynix ::ne-type company ::wiki SK_Hynix
 170 | ::ne-surf Abbott ::ne-type company ::wiki Abbott_Laboratories
 171 | ::ne-surf Volkswagen ::ne-type company ::wiki Volkswagen
 172 | ::ne-surf Bell Canada ::ne-type company ::wiki Bell_Canada
 173 | ::ne-surf Google ::ne-type company ::wiki Google
 174 | ::ne-surf Lorillard ::ne-type company ::wiki Lorillard_Tobacco_Company
 175 | ::ne-surf BP ::ne-type company ::wiki BP
 176 | ::ne-surf IBM ::ne-type company ::wiki IBM
 177 | ::ne-surf Microsoft ::ne-type company ::wiki Microsoft
 178 | ::ne-surf Volkswagen AG ::ne-type company ::wiki Volkswagen
 179 | ::ne-surf Du Pont ::ne-type company ::wiki DuPont
 180 | ::ne-surf General Motors ::ne-type company ::wiki General_Motors
 181 | ::ne-surf Goldman Sachs ::ne-type company ::wiki Goldman_Sachs
 182 | ::ne-surf Microsoft Corp. ::ne-type company ::wiki Microsoft
 183 | ::ne-surf Bank of China ::ne-type company ::wiki Bank_of_China
 184 | 
 185 | ::ne-surf Agricultural Bank of China ::ne-type company ::wiki Agricultural_Bank_of_China
 186 | ::ne-surf Bank of America ::ne-type company ::wiki Bank_of_America
 187 | ::ne-surf Berkshire Hathaway ::ne-type company ::wiki Berkshire_Hathaway
 188 | ::ne-surf BNP Paribas ::ne-type company ::wiki BNP_Paribas
 189 | ::ne-surf Chevron ::ne-type company ::wiki Chevron_Corporation
 190 | ::ne-surf Chevron Corporation ::ne-type company ::wiki Chevron_Corporation
 191 | ::ne-surf China Construction Bank ::ne-type company ::wiki China_Construction_Bank
 192 | ::ne-surf Chrysler ::ne-type company ::wiki Chrysler
 193 | ::ne-surf Citigroup ::ne-type company ::wiki Citigroup
 194 | ::ne-surf Commerzbank ::ne-type company ::wiki Commerzbank
 195 | ::ne-surf Credit Suisse ::ne-type company ::wiki Credit_Suisse
 196 | ::ne-surf Deutsche Bank ::ne-type company ::wiki Deutsche_Bank
 197 | ::ne-surf Dresdner Bank ::ne-type company ::wiki Dresdner_Bank
 198 | ::ne-surf DuPont ::ne-type company ::wiki DuPont
 199 | ::ne-surf Exxon Mobil ::ne-type company ::wiki ExxonMobil
 200 | ::ne-surf ExxonMobil ::ne-type company ::wiki ExxonMobil
 201 | ::ne-surf Exxon Mobile ::ne-type company ::wiki ExxonMobil
 202 | ::ne-surf ExxonMobile ::ne-type company ::wiki ExxonMobil
 203 | ::ne-surf Gazprom ::ne-type company ::wiki Gazprom
 204 | ::ne-surf General Electric ::ne-type company ::wiki General_Electric
 205 | ::ne-surf ICBC ::ne-type company ::wiki Industrial_and_Commercial_Bank_of_China
 206 | ::ne-surf Industrial and Commercial Bank of China ::ne-type company ::wiki Industrial_and_Commercial_Bank_of_China
 207 | ::ne-surf JPMorgan Chase ::ne-type company ::wiki JPMorgan_Chase
 208 | ::ne-surf Mazda ::ne-type company ::wiki Mazda
 209 | ::ne-surf Nissan ::ne-type company ::wiki Nissan
 210 | ::ne-surf Paribas ::ne-type company ::wiki Paribas
 211 | ::ne-surf Petro China ::ne-type company ::wiki PetroChina
 212 | ::ne-surf PetroChina ::ne-type company ::wiki PetroChina
 213 | ::ne-surf Royal Dutch Shell ::ne-type company ::wiki Royal_Dutch_Shell
 214 | ::ne-surf Sony ::ne-type company ::wiki Sony
 215 | ::ne-surf Toyota ::ne-type company ::wiki Toyota
 216 | ::ne-surf Wells Fargo ::ne-type company ::wiki Wells_Fargo
 217 | 
 218 | 
 219 | ::ne-surf The Financial Times ::ne-type newspaper ::wiki Financial_Times
 220 | ::ne-surf The Wall Street Journal ::ne-type newspaper ::wiki The_Wall_Street_Journal
 221 | ::ne-surf Wall Street Journal ::ne-type newspaper ::wiki The_Wall_Street_Journal
 222 | ::ne-surf WSJ ::ne-type newspaper ::wiki The_Wall_Street_Journal
 223 | ::ne-surf Guardian ::ne-type newspaper ::wiki The_Guardian
 224 | ::ne-surf Los Angeles Times ::ne-type newspaper ::wiki Los_Angeles_Times
 225 | ::ne-surf L.A. Times ::ne-type newspaper ::wiki Los_Angeles_Times
 226 | ::ne-surf LA Times ::ne-type newspaper ::wiki Los_Angeles_Times
 227 | ::ne-surf The Daily Telegraph ::ne-type newspaper ::wiki The_Daily_Telegraph
 228 | ::ne-surf New York Times ::ne-type newspaper ::wiki The_New_York_Times
 229 | ::ne-surf NY Times ::ne-type newspaper ::wiki The_New_York_Times
 230 | ::ne-surf NYT ::ne-type newspaper ::wiki The_New_York_Times
 231 | ::ne-surf The New York Times ::ne-type newspaper ::wiki The_New_York_Times
 232 | ::ne-surf The Guardian ::ne-type newspaper ::wiki The_Guardian
 233 | 
 234 | ::ne-surf Der Spiegel ::ne-type magazine ::wiki Der_Spiegel
 235 | ::ne-surf L'Express ::ne-type magazine ::wiki L'Express_(France)
 236 | ::ne-surf Newsweek ::ne-type magazine ::wiki Newsweek
 237 | ::ne-surf The Economist ::ne-type magazine ::wiki The_Economist
 238 | ::ne-surf The New Yorker ::ne-type magazine ::wiki The_New_Yorker
 239 | 
 240 | # continent list
 241 | ::ne-surf Europe ::ne-type continent ::wiki Europe
 242 | ::ne-surf Asia ::ne-type continent ::wiki Asia
 243 | ::ne-surf Africa ::ne-type continent ::wiki Africa
 244 | ::ne-surf South America ::ne-type continent ::wiki South_America
 245 | ::ne-surf North America ::ne-type continent ::wiki North_America
 246 | ::ne-surf Australia ::ne-type continent ::wiki Australia_(continent)
 247 | ::ne-surf America ::ne-type continent ::wiki Americas
 248 | ::ne-surf Antarctica ::ne-type continent ::wiki Antarctica
 249 | ::ne-surf Americas ::ne-type continent ::wiki Americas
 250 | # country list
 251 | ::ne-surf Iran ::ne-type country ::wiki Iran
 252 | ::ne-surf China ::ne-type country ::wiki China
 253 | ::ne-surf United States ::ne-type country ::wiki United_States
 254 | ::ne-surf North Korea ::ne-type country ::wiki North_Korea
 255 | ::ne-surf India ::ne-type country ::wiki India
 256 | ::ne-surf Afghanistan ::ne-type country ::wiki Afghanistan
 257 | ::ne-surf Russia ::ne-type country ::wiki Russia
 258 | ::ne-surf France ::ne-type country ::wiki France
 259 | ::ne-surf Pakistan ::ne-type country ::wiki Pakistan
 260 | ::ne-surf US ::ne-type country ::wiki United_States
 261 | ::ne-surf Japan ::ne-type country ::wiki Japan
 262 | ::ne-surf Myanmar ::ne-type country ::wiki Burma
 263 | ::ne-surf Iraq ::ne-type country ::wiki Iraq
 264 | ::ne-surf U.S. ::ne-type country ::wiki United_States
 265 | ::ne-surf Taiwan ::ne-type country ::wiki Taiwan
 266 | ::ne-surf Vietnam ::ne-type country ::wiki Vietnam
 267 | ::ne-surf Australia ::ne-type country ::wiki Australia
 268 | ::ne-surf South Korea ::ne-type country ::wiki South_Korea
 269 | ::ne-surf Germany ::ne-type country ::wiki Germany
 270 | ::ne-surf Libya ::ne-type country ::wiki Libya
 271 | ::ne-surf Britain ::ne-type country ::wiki United_Kingdom
 272 | ::ne-surf Israel ::ne-type country ::wiki Israel
 273 | ::ne-surf South Africa ::ne-type country ::wiki South_Africa
 274 | ::ne-surf Brazil ::ne-type country ::wiki Brazil
 275 | ::ne-surf Thailand ::ne-type country ::wiki Thailand
 276 | ::ne-surf Indonesia ::ne-type country ::wiki Indonesia
 277 | ::ne-surf Estonia ::ne-type country ::wiki Estonia
 278 | ::ne-surf Saudi Arabia ::ne-type country ::wiki Saudi_Arabia
 279 | ::ne-surf Georgia ::ne-type country ::wiki Georgia_(country)
 280 | ::ne-surf Singapore ::ne-type country ::wiki Singapore
 281 | ::ne-surf Soviet Union ::ne-type country ::wiki Soviet_Union
 282 | ::ne-surf Laos ::ne-type country ::wiki Laos
 283 | ::ne-surf Malaysia ::ne-type country ::wiki Malaysia
 284 | ::ne-surf Russian Federation ::ne-type country ::wiki Russia
 285 | ::ne-surf Philippines ::ne-type country ::wiki Philippines
 286 | ::ne-surf Kazakhstan ::ne-type country ::wiki Kazakhstan
 287 | ::ne-surf Zimbabwe ::ne-type country ::wiki Zimbabwe
 288 | ::ne-surf Egypt ::ne-type country ::wiki Egypt
 289 | ::ne-surf Jordan ::ne-type country ::wiki Jordan
 290 | ::ne-surf United Kingdom ::ne-type country ::wiki United_Kingdom
 291 | ::ne-surf Italy ::ne-type country ::wiki Italy
 292 | ::ne-surf Spain ::ne-type country ::wiki Spain
 293 | ::ne-surf Tajikistan ::ne-type country ::wiki Tajikistan
 294 | ::ne-surf Republic of Korea ::ne-type country ::wiki South_Korea
 295 | ::ne-surf Ukraine ::ne-type country ::wiki Ukraine
 296 | ::ne-surf Syria ::ne-type country ::wiki Syria
 297 | ::ne-surf Canada ::ne-type country ::wiki Canada
 298 | ::ne-surf Colombia ::ne-type country ::wiki Colombia
 299 | ::ne-surf Algeria ::ne-type country ::wiki Algeria
 300 | ::ne-surf Cambodia ::ne-type country ::wiki Cambodia
 301 | ::ne-surf Kingdom of Cambodia ::ne-type country ::wiki Cambodia
 302 | ::ne-surf Venezuela ::ne-type country ::wiki Venezuela
 303 | ::ne-surf America ::ne-type country ::wiki United_States
 304 | ::ne-surf Albania ::ne-type country ::wiki Albania
 305 | ::ne-surf Sweden ::ne-type country ::wiki Sweden
 306 | ::ne-surf Switzerland ::ne-type country ::wiki Switzerland
 307 | ::ne-surf Turkey ::ne-type country ::wiki Turkey
 308 | ::ne-surf Kenya ::ne-type country ::wiki Kenya
 309 | ::ne-surf Great Britain ::ne-type country ::wiki United_Kingdom
 310 | ::ne-surf Mexico ::ne-type country ::wiki Mexico
 311 | ::ne-surf Democratic People's Republic of Korea ::ne-type country ::wiki North_Korea
 312 | ::ne-surf Cuba ::ne-type country ::wiki Cuba
 313 | ::ne-surf Nepal ::ne-type country ::wiki Nepal
 314 | ::ne-surf Bulgaria ::ne-type country ::wiki Bulgaria
 315 | ::ne-surf Kyrgyzstan ::ne-type country ::wiki Kyrgyzstan
 316 | ::ne-surf Korea ::ne-type country ::wiki Korea
 317 | ::ne-surf Morocco ::ne-type country ::wiki Morocco
 318 | ::ne-surf Somalia ::ne-type country ::wiki Somalia
 319 | ::ne-surf Yemen ::ne-type country ::wiki Yemen
 320 | ::ne-surf Peru ::ne-type country ::wiki Peru
 321 | ::ne-surf Greece ::ne-type country ::wiki Greece
 322 | ::ne-surf Netherlands ::ne-type country ::wiki Netherlands
 323 | ::ne-surf Costa Rica ::ne-type country ::wiki Costa_Rica
 324 | ::ne-surf Islamic Republic of Iran ::ne-type country ::wiki Iran
 325 | ::ne-surf Nicaragua ::ne-type country ::wiki Nicaragua
 326 | ::ne-surf Nigeria ::ne-type country ::wiki Nigeria
 327 | ::ne-surf Austria ::ne-type country ::wiki Austria
 328 | ::ne-surf Lebanon ::ne-type country ::wiki Lebanon
 329 | ::ne-surf UK ::ne-type country ::wiki United_Kingdom
 330 | ::ne-surf Uzbekistan ::ne-type country ::wiki Uzbekistan
 331 | ::ne-surf Belarus ::ne-type country ::wiki Belarus
 332 | ::ne-surf Belgium ::ne-type country ::wiki Belgium
 333 | ::ne-surf Norway ::ne-type country ::wiki Norway
 334 | ::ne-surf Poland ::ne-type country ::wiki Poland
 335 | ::ne-surf Qatar ::ne-type country ::wiki Qatar
 336 | ::ne-surf Denmark ::ne-type country ::wiki Denmark
 337 | ::ne-surf Finland ::ne-type country ::wiki Finland
 338 | ::ne-surf Mauritania ::ne-type country ::wiki Mauritania
 339 | ::ne-surf Croatia ::ne-type country ::wiki Croatia
 340 | ::ne-surf PRC ::ne-type country ::wiki China
 341 | ::ne-surf Serbia ::ne-type country ::wiki Serbia
 342 | ::ne-surf Serbia and Montenegro ::ne-type country ::wiki Serbia_and_Montenegro
 343 | ::ne-surf United Arab Emirates ::ne-type country ::wiki United_Arab_Emirates
 344 | ::ne-surf United States of America ::ne-type country ::wiki United_States
 345 | ::ne-surf Cape Verde ::ne-type country ::wiki Cape_Verde
 346 | ::ne-surf China ::ne-type country ::wiki China
 347 | ::ne-surf Czech Republic ::ne-type country ::wiki Czech_Republic
 348 | ::ne-surf Libyan Arab Jamahiriya ::ne-type country ::wiki Libya
 349 | ::ne-surf Slovakia ::ne-type country ::wiki Slovakia
 350 | ::ne-surf Argentina ::ne-type country ::wiki Argentina
 351 | ::ne-surf Bangladesh ::ne-type country ::wiki Bangladesh
 352 | ::ne-surf Chile ::ne-type country ::wiki Chile
 353 | ::ne-surf Ecuador ::ne-type country ::wiki Ecuador
 354 | ::ne-surf England ::ne-type country ::wiki England
 355 | ::ne-surf Great Britain ::ne-type country ::wiki United_Kingdom
 356 | ::ne-surf Honduras ::ne-type country ::wiki Honduras
 357 | ::ne-surf Lao People's Democratic Republic ::ne-type country ::wiki Laos
 358 | ::ne-surf Macedonia ::ne-type country ::wiki Republic_of_Macedonia
 359 | ::ne-surf Republic of Macedonia ::ne-type country ::wiki Republic_of_Macedonia
 360 | ::ne-surf former Yugoslav Republic of Macedonia ::ne-type country ::wiki Republic_of_Macedonia
 361 | ::ne-surf Former Yugoslav Republic of Macedonia ::ne-type country ::wiki Republic_of_Macedonia
 362 | ::ne-surf FYROM ::ne-type country ::wiki Republic_of_Macedonia
 363 | ::ne-surf Yugoslavia ::ne-type country ::wiki Yugoslavia
 364 | ::ne-surf Bosnia-Herzegovina ::ne-type country ::wiki Bosnia_and_Herzegovina
 365 | ::ne-surf Bosnia Herzegovina ::ne-type country ::wiki Bosnia_and_Herzegovina
 366 | ::ne-surf Brunei ::ne-type country ::wiki Brunei
 367 | ::ne-surf Kosovo ::ne-type country ::wiki Kosovo
 368 | ::ne-surf Lithuania ::ne-type country ::wiki Lithuania
 369 | ::ne-surf Palestine ::ne-type country ::wiki State_of_Palestine
 370 | ::ne-surf Romania ::ne-type country ::wiki Romania
 371 | ::ne-surf Tanzania ::ne-type country ::wiki Tanzania
 372 | ::ne-surf United Republic of Tanzania ::ne-type country ::wiki Tanzania
 373 | ::ne-surf Tanzania United Republic ::ne-type country ::wiki Tanzania
 374 | ::ne-surf Tunisia ::ne-type country ::wiki Tunisia
 375 | ::ne-surf Turkmenistan ::ne-type country ::wiki Turkmenistan
 376 | ::ne-surf Moldova ::ne-type country ::wiki Moldova
 377 | ::ne-surf Monaco ::ne-type country ::wiki Monaco
 378 | ::ne-surf Palestine ::ne-type country ::wiki State_of_Palestine
 379 | ::ne-surf People's Republic of China ::ne-type country ::wiki China
 380 | ::ne-surf Scotland ::ne-type country ::wiki Scotland
 381 | ::ne-surf Sudan ::ne-type country ::wiki Sudan
 382 | ::ne-surf Syrian Arab Republic ::ne-type country ::wiki Syria
 383 | ::ne-surf UAE ::ne-type country ::wiki United_Arab_Emirates
 384 | ::ne-surf USA ::ne-type country ::wiki United_States
 385 | ::ne-surf Armenia ::ne-type country ::wiki Armenia
 386 | ::ne-surf Bahrain ::ne-type country ::wiki Bahrain
 387 | ::ne-surf Burma ::ne-type country ::wiki Burma
 388 | ::ne-surf Democratic People's Republic Of Korea ::ne-type country ::wiki North_Korea
 389 | ::ne-surf Ghana ::ne-type country ::wiki Ghana
 390 | ::ne-surf Hungary ::ne-type country ::wiki Hungary
 391 | ::ne-surf Hungary Republic ::ne-type country ::wiki Hungary
 392 | ::ne-surf Hungarian Republic ::ne-type country ::wiki Hungary
 393 | ::ne-surf Ireland ::ne-type country ::wiki Republic_of_Ireland
 394 | ::ne-surf Kuwait ::ne-type country ::wiki Kuwait
 395 | ::ne-surf Malta ::ne-type country ::wiki Malta
 396 | ::ne-surf Mozambique ::ne-type country ::wiki Mozambique
 397 | ::ne-surf New Zealand ::ne-type country ::wiki New_Zealand
 398 | ::ne-surf Niger ::ne-type country ::wiki Niger
 399 | ::ne-surf Oman ::ne-type country ::wiki Oman
 400 | ::ne-surf Phillipines ::ne-type country ::wiki Philippines
 401 | ::ne-surf Russia Federation ::ne-type country ::wiki Russia
 402 | ::ne-surf South Sudan ::ne-type country ::wiki South_Sudan
 403 | ::ne-surf Southern Sudan ::ne-type country ::wiki South_Sudan
 404 | ::ne-surf Sri Lanka ::ne-type country ::wiki Sri_Lanka
 405 | ::ne-surf USSR ::ne-type country ::wiki Soviet_Union
 406 | ::ne-surf Afganistan ::ne-type country ::wiki Afghanistan
 407 | ::ne-surf Azerbaijan ::ne-type country ::wiki Azerbaijan
 408 | ::ne-surf Bolivia ::ne-type country ::wiki Bolivia
 409 | ::ne-surf Botswana ::ne-type country ::wiki Botswana
 410 | ::ne-surf Burundi ::ne-type country ::wiki Burundi
 411 | ::ne-surf Chad ::ne-type country ::wiki Chad
 412 | ::ne-surf DPRK ::ne-type country ::wiki North_Korea
 413 | ::ne-surf Democratic Korea ::ne-type country ::wiki North_Korea
 414 | ::ne-surf Democratic Republic of Korea ::ne-type country ::wiki North_Korea
 415 | ::ne-surf Ethiopia ::ne-type country ::wiki Ethiopia
 416 | ::ne-surf European Union ::ne-type country ::wiki European_Union
 417 | ::ne-surf French Republic ::ne-type country ::wiki France
 418 | ::ne-surf Guatemala ::ne-type country ::wiki Guatemala
 419 | ::ne-surf Haiti ::ne-type country ::wiki Haiti
 420 | ::ne-surf Ivory Coast ::ne-type country ::wiki Ivory_Coast
 421 | ::ne-surf Libya Arab Jamahiriya ::ne-type country ::wiki Libya
 422 | ::ne-surf Madagascar ::ne-type country ::wiki Madagascar
 423 | ::ne-surf Mali ::ne-type country ::wiki Mali
 424 | ::ne-surf Northern Ireland ::ne-type country ::wiki Northern_Ireland
 425 | ::ne-surf Panama ::ne-type country ::wiki Panama
 426 | ::ne-surf People's Democratic Republic of Korea ::ne-type country ::wiki North_Korea
 427 | ::ne-surf Phillippines ::ne-type country ::wiki Philippines
 428 | ::ne-surf Portugal ::ne-type country ::wiki Portugal
 429 | ::ne-surf Senegal ::ne-type country ::wiki Senegal
 430 | ::ne-surf Slovenia ::ne-type country ::wiki Slovenia
 431 | ::ne-surf Soviet ::ne-type country ::wiki Soviet_Union
 432 | ::ne-surf Suriname ::ne-type country ::wiki Suriname
 433 | ::ne-surf The US ::ne-type country ::wiki United_States
 434 | ::ne-surf U.K. ::ne-type country ::wiki United_Kingdom
 435 | ::ne-surf U.S ::ne-type country ::wiki United_States
 436 | ::ne-surf Uganda ::ne-type country ::wiki Uganda
 437 | ::ne-surf Uruguay ::ne-type country ::wiki Uruguay
 438 | ::ne-surf Viet Nam ::ne-type country ::wiki Vietnam
 439 | ::ne-surf Zambia ::ne-type country ::wiki Zambia
 440 | ::ne-surf Andorra ::ne-type country ::wiki Andorra
 441 | ::ne-surf Angola ::ne-type country ::wiki Angola
 442 | ::ne-surf Antigua and Barbuda ::ne-type country ::wiki Antigua_and_Barbuda
 443 | ::ne-surf Bahamas ::ne-type country ::wiki The_Bahamas
 444 | ::ne-surf The Bahamas ::ne-type country ::wiki The_Bahamas
 445 | ::ne-surf Barbados ::ne-type country ::wiki Barbados
 446 | ::ne-surf Belize ::ne-type country ::wiki Belize
 447 | ::ne-surf Benin ::ne-type country ::wiki Benin
 448 | ::ne-surf Bhutan ::ne-type country ::wiki Bhutan
 449 | ::ne-surf Bosnia ::ne-type country ::wiki Bosnia_and_Herzegovina
 450 | ::ne-surf Bosnia and Herzegovina ::ne-type country ::wiki Bosnia_and_Herzegovina
 451 | ::ne-surf Bosnia and Herzegowina ::ne-type country ::wiki Bosnia_and_Herzegovina
 452 | ::ne-surf Burkina Faso ::ne-type country ::wiki Burkina_Faso
 453 | ::ne-surf Cameroon ::ne-type country ::wiki Cameroon
 454 | ::ne-surf Central African Republic ::ne-type country ::wiki Central_African_Republic
 455 | ::ne-surf Comoros ::ne-type country ::wiki Comoros
 456 | ::ne-surf Democratic Republic of Congo ::ne-type country ::wiki Democratic_Republic_of_the_Congo
 457 | ::ne-surf Democratic Republic of the Congo ::ne-type country ::wiki Democratic_Republic_of_the_Congo
 458 | ::ne-surf Congo-Kinshasa ::ne-type country ::wiki Democratic_Republic_of_the_Congo
 459 | ::ne-surf Zaire ::ne-type country ::wiki Democratic_Republic_of_the_Congo
 460 | ::ne-surf Republic of Congo ::ne-type country ::wiki Republic_of_the_Congo
 461 | ::ne-surf Republic of the Congo ::ne-type country ::wiki Republic_of_the_Congo
 462 | ::ne-surf Congo Republic ::ne-type country ::wiki Republic_of_the_Congo
 463 | ::ne-surf Congo-Brazzaville ::ne-type country ::wiki Republic_of_the_Congo
 464 | ::ne-surf Cote d'Ivoire ::ne-type country ::wiki Ivory_Coast
 465 | ::ne-surf Cyprus ::ne-type country ::wiki Cyprus
 466 | ::ne-surf Djibouti ::ne-type country ::wiki Djibouti
 467 | ::ne-surf Dominica ::ne-type country ::wiki Dominica
 468 | ::ne-surf Dominican Republic ::ne-type country ::wiki Dominican_Republic
 469 | ::ne-surf East Timor ::ne-type country ::wiki East_Timor
 470 | ::ne-surf El Salvador ::ne-type country ::wiki El_Salvador
 471 | ::ne-surf Equatorial Guinea ::ne-type country ::wiki Equatorial_Guinea
 472 | ::ne-surf Eritrea ::ne-type country ::wiki Eritrea
 473 | ::ne-surf Fiji ::ne-type country ::wiki Fiji
 474 | ::ne-surf Gabon ::ne-type country ::wiki Gabon
 475 | ::ne-surf Gabonese Republic ::ne-type country ::wiki Gabon
 476 | ::ne-surf Gabon Republic ::ne-type country ::wiki Gabon
 477 | ::ne-surf Gambia ::ne-type country ::wiki The_Gambia
 478 | ::ne-surf The Gambia ::ne-type country ::wiki The_Gambia
 479 | ::ne-surf Grenada ::ne-type country ::wiki Grenada
 480 | ::ne-surf Guinea ::ne-type country ::wiki Guinea
 481 | ::ne-surf Guinea-Bissau ::ne-type country ::wiki Guinea-Bissau
 482 | ::ne-surf Guinea Bissau ::ne-type country ::wiki Guinea-Bissau
 483 | ::ne-surf Guyana ::ne-type country ::wiki Guyana
 484 | ::ne-surf Republic of Ireland ::ne-type country ::wiki Republic_of_Ireland
 485 | ::ne-surf Irish Republic ::ne-type country ::wiki Republic_of_Ireland
 486 | ::ne-surf Jamaica ::ne-type country ::wiki Jamaica
 487 | ::ne-surf Kiribati ::ne-type country ::wiki Kiribati
 488 | ::ne-surf Kirghizia ::ne-type country ::wiki Kyrgyzstan
 489 | ::ne-surf Latvia ::ne-type country ::wiki Latvia
 490 | ::ne-surf Latvian Republic ::ne-type country ::wiki Latvia
 491 | ::ne-surf Republic of Latvia ::ne-type country ::wiki Latvia
 492 | ::ne-surf Lesotho ::ne-type country ::wiki Lesotho
 493 | ::ne-surf Liberia ::ne-type country ::wiki Liberia
 494 | ::ne-surf Liechtenstein ::ne-type country ::wiki Liechtenstein
 495 | ::ne-surf Lithuania ::ne-type country ::wiki Lithuania
 496 | ::ne-surf Luxembourg ::ne-type country ::wiki Luxembourg
 497 | ::ne-surf Malawi ::ne-type country ::wiki Malawi
 498 | ::ne-surf Maldives ::ne-type country ::wiki Maldives
 499 | ::ne-surf Marshall Islands ::ne-type country ::wiki Marshall_Islands
 500 | ::ne-surf Mauritius ::ne-type country ::wiki Mauritius
 501 | ::ne-surf Mongolia ::ne-type country ::wiki Mongolia
 502 | ::ne-surf Montenegro ::ne-type country ::wiki Montenegro
 503 | ::ne-surf Namibia ::ne-type country ::wiki Namibia
 504 | ::ne-surf Nauru ::ne-type country ::wiki Nauru
 505 | ::ne-surf Palau ::ne-type country ::wiki Palau
 506 | ::ne-surf Papua New Guinea ::ne-type country ::wiki Papua_New_Guinea
 507 | ::ne-surf Paraguay ::ne-type country ::wiki Paraguay
 508 | ::ne-surf Rwanda ::ne-type country ::wiki Rwanda
 509 | ::ne-surf Saint Kitts and Nevis ::ne-type country ::wiki Saint_Kitts_and_Nevis
 510 | ::ne-surf Saint Lucia ::ne-type country ::wiki Saint_Lucia
 511 | ::ne-surf Saint Vincent and the Grenadines ::ne-type country ::wiki Saint_Vincent_and_the_Grenadines
 512 | ::ne-surf Samoa ::ne-type country ::wiki Samoa
 513 | ::ne-surf San Marino ::ne-type country ::wiki San_Marino
 514 | ::ne-surf Sao Tome and Principe ::ne-type country ::wiki S%C3%A3o_Tom%C3%A9_and_Pr%C3%ADncipe
 515 | ::ne-surf São Tomé and Príncipe ::ne-type country ::wiki S%C3%A3o_Tom%C3%A9_and_Pr%C3%ADncipe
 516 | ::ne-surf Seychelles ::ne-type country ::wiki Seychelles
 517 | ::ne-surf Sierra Leone ::ne-type country ::wiki Sierra_Leone
 518 | ::ne-surf Solomon Islands ::ne-type country ::wiki Solomon_Islands
 519 | ::ne-surf Swaziland ::ne-type country ::wiki Swaziland
 520 | ::ne-surf Togo ::ne-type country ::wiki Togo
 521 | ::ne-surf Tonga ::ne-type country ::wiki Tonga
 522 | ::ne-surf Trinidad and Tobago ::ne-type country ::wiki Trinidad_and_Tobago
 523 | ::ne-surf Tuvalu ::ne-type country ::wiki Tuvalu
 524 | ::ne-surf Vanuatu ::ne-type country ::wiki Vanuatu
 525 | ::ne-surf Vatican ::ne-type country ::wiki Vatican_City
 526 | ::ne-surf Vatican City ::ne-type country ::wiki Vatican_City
 527 | ::ne-surf Wales ::ne-type country ::wiki Wales
 528 | ::ne-surf West Samoa ::ne-type country ::wiki Samoa
 529 | ::ne-surf Western Samoa ::ne-type country ::wiki Samoa
 530 | ::ne-surf Kurdistan ::ne-type country ::wiki Kurdistan
 531 | ::ne-surf Polar Bear ::ne-type country ::wiki Russia
 532 | ::ne-surf Roman Empire ::ne-type country ::wiki Roman_Empire
 533 | 
 534 | ::ne-surf English ::ne-type language ::wiki English_language
 535 | ::ne-surf Arabic ::ne-type language ::wiki Arabic_language
 536 | ::ne-surf Chinese ::ne-type language ::wiki Chinese_language
 537 | ::ne-surf French ::ne-type language ::wiki French_language
 538 | ::ne-surf Latin ::ne-type language ::wiki Latin
 539 | ::ne-surf Mandarin ::ne-type language ::wiki Mandarin_Chinese
 540 | ::ne-surf Russian ::ne-type language ::wiki Russian_language
 541 | ::ne-surf Italian ::ne-type language ::wiki Italian_language
 542 | ::ne-surf Korean ::ne-type language ::wiki Korean_language
 543 | ::ne-surf German ::ne-type language ::wiki German_language
 544 | ::ne-surf Japanese ::ne-type language ::wiki Japanese_language
 545 | ::ne-surf Swedish ::ne-type language ::wiki Swedish_language
 546 | ::ne-surf Spanish ::ne-type language ::wiki Spanish_language
 547 | ::ne-surf NZ ::ne-type country ::wiki New_Zealand
 548 | # event list
 549 | ::ne-surf Cold War ::ne-type war ::wiki Cold_War
 550 | ::ne-surf World War II ::ne-type war ::wiki World_War_II
 551 | ::ne-surf Iraq War ::ne-type war ::wiki Iraq_War
 552 | ::ne-surf Vietnam War ::ne-type war ::wiki Vietnam_War
 553 | ::ne-surf World War I ::ne-type war ::wiki World_War_I
 554 | ::ne-surf World War II ::ne-type war ::wiki World_War_II
 555 | ::ne-surf Korean World ::ne-type war ::wiki Korean_War
 556 | 
 557 | ::ne-surf World Cup ::ne-type game ::wiki FIFA_World_Cup
 558 | ::ne-surf Asian Cup ::ne-type game ::wiki AFC_Asian_Cup
 559 | ::ne-surf US Open ::ne-type game ::wiki US_Open_(tennis)
 560 | ::ne-surf Olympics ::ne-type game ::wiki Olympic_Games
 561 | ::ne-surf Super Bowl ::ne-type game ::wiki Super_Bowl
 562 | 
 563 | ::ne-surf Christmas ::ne-type festival ::wiki Christmas
 564 | ::ne-surf Easter ::ne-type festival ::wiki Easter
 565 | ::ne-surf Halloween ::ne-type festival ::wiki Halloween
 566 | ::ne-surf Thanksgiving ::ne-type festival ::wiki Thanksgiving
 567 | ::ne-surf Yom Kippur ::ne-type festival ::wiki Yom_Kippur
 568 | ::ne-surf Eid al-Fitr ::ne-type festival ::wiki Eid_al-Fitr
 569 | ::ne-surf Eeyore's Birthday Party ::ne-type festival ::wiki Eeyore's_Birthday_Party
 570 | 
 571 | # facility list
 572 | ::ne-surf Yasukuni Shrine ::ne-type worship-place ::wiki Yasukuni_Shrine
 573 | ::ne-surf Yongbyon ::ne-type facility ::wiki Yongbyon_Nuclear_Scientific_Research_Center
 574 | ::ne-surf Finsbury Park Mosque ::ne-type worship-place ::wiki North_London_Central_Mosque
 575 | ::ne-surf Baikonur Space Center ::ne-type facility ::wiki Baikonur_Cosmodrome
 576 | 
 577 | # ethnic/religious group list
 578 | ::ne-surf Islam ::ne-type religious-group ::wiki Islam
 579 | ::ne-surf Arab ::ne-type ethnic-group ::wiki Arabs
 580 | ::ne-surf Kurd ::ne-type ethnic-group ::wiki Kurds
 581 | ::ne-surf Islamism ::ne-type religious-group ::wiki Islam
 582 | ::ne-surf Muslim ::ne-type religious-group ::wiki Muslim
 583 | ::ne-surf Hmong ::ne-type ethnic-group ::wiki Hmong_people
 584 | ::ne-surf Shiite ::ne-type religious-group ::wiki Shia_Islam
 585 | ::ne-surf Hinduism ::ne-type religious-group ::wiki Hindu
 586 | ::ne-surf Christian ::ne-type religious-group ::wiki Christian
 587 | ::ne-surf Sunni ::ne-type religious-group ::wiki Sunni_Islam
 588 | ::ne-surf Christianity ::ne-type religious-group ::wiki Christian
 589 | ::ne-surf Catholic ::ne-type religious-group ::wiki Catholicism
 590 | ::ne-surf Catholicism ::ne-type religious-group ::wiki Catholicism
 591 | ::ne-surf Copt ::ne-type ethnic-group ::wiki Copts
 592 | ::ne-surf Hindu ::ne-type religious-group ::wiki Hindu
 593 | ::ne-surf Islamic ::ne-type religious-group ::wiki Islam
 594 | ::ne-surf Jew ::ne-type religious-group ::wiki Jews
 595 | ::ne-surf Mormon ::ne-type religious-group ::wiki Mormons
 596 | ::ne-surf Salafism ::ne-type religious-group ::wiki Salafi_movement
 597 | ::ne-surf Shiite ::ne-type religious-group ::wiki Shia_Islam
 598 | ::ne-surf Sunni Islam ::ne-type religious-group ::wiki Sunni_Islam
 599 | ::ne-surf Wahhabi ::ne-type religious-group ::wiki Wahhabi_movement
 600 | ::ne-surf Salafist ::ne-type religious-group ::wiki Salafi_movement
 601 | ::ne-surf Lutheran ::ne-type religious-group ::wiki Lutheranism
 602 | ::ne-surf Buddhist ::ne-type religious-group ::wiki Buddhism
 603 | ::ne-surf Sikh ::ne-type religious-group ::wiki Sikh
 604 | ::ne-surf Shintoist ::ne-type religious-group ::wiki Shinto
 605 | ::ne-surf Taoist ::ne-type religious-group ::wiki Taoism
 606 | ::ne-surf Confucian ::ne-type religious-group ::wiki Confucianism
 607 | ::ne-surf Druze ::ne-type religious-group ::wiki Druze
 608 | ::ne-surf Baptist ::ne-type religious-group ::wiki Baptists
 609 | ::ne-surf Methodist ::ne-type religious-group ::wiki Methodism
 610 | ::ne-surf Orthodox Christian ::ne-type religious-group ::wiki Orthodox_Christianity
 611 | ::ne-surf Anglican ::ne-type religious-group ::wiki Anglicanism
 612 | ::ne-surf Protestant ::ne-type religious-group ::wiki Protestantism
 613 | ::ne-surf Calvinist ::ne-type religious-group ::wiki Calvinism
 614 | ::ne-surf Pentacostal ::ne-type religious-group ::wiki Pentecostalism
 615 | ::ne-surf Pentecostal ::ne-type religious-group ::wiki Pentecostalism
 616 | # military list
 617 | ::ne-surf NATO ::ne-type military ::wiki NATO
 618 | ::ne-surf North Atlantic Treaty Organization ::ne-type military ::wiki NATO
 619 | ::ne-surf Warsaw Pact ::ne-type military ::wiki Warsaw_Pact
 620 | ::ne-surf International Security Assistance Force ::ne-type military ::wiki International_Security_Assistance_Force
 621 | ::ne-surf Russian Space Forces ::ne-type military ::wiki Russian_Space_Forces
 622 | ::ne-surf Coast Guard ::ne-type military ::wiki United_States_Coast_Guard
 623 | ::ne-surf Indian Navy ::ne-type military ::wiki Indian_Navy
 624 | ::ne-surf People's Liberation Army ::ne-type military ::wiki People's_Liberation_Army
 625 | ::ne-surf Indian Air Force ::ne-type military ::wiki Indian_Air_Force
 626 | ::ne-surf Marines ::ne-type military ::wiki United_States_Marine_Corps
 627 | ::ne-surf United States Air Force ::ne-type military ::wiki United_States_Air_Force
 628 | ::ne-surf United States Military ::ne-type military ::wiki United_States_Armed_Forces
 629 | ::ne-surf Al-Qassam Brigades ::ne-type military ::wiki Izz_ad-Din_al-Qassam_Brigades
 630 | ::ne-surf U.S. Army ::ne-type military ::wiki United_States_Army
 631 | ::ne-surf US Army ::ne-type military ::wiki United_States_Army
 632 | ::ne-surf United States Army ::ne-type military ::wiki United_States_Army
 633 | ::ne-surf US Marines ::ne-type military ::wiki United_States_Marine_Corps
 634 | ::ne-surf United States Marines ::ne-type military ::wiki United_States_Marine_Corps
 635 | ::ne-surf US Air Force ::ne-type military ::wiki United_States_Air_Force
 636 | ::ne-surf US Coast Guard ::ne-type military ::wiki United_States_Coast_Guard
 637 | ::ne-surf US Navy ::ne-type military ::wiki United_States_Navy
 638 | ::ne-surf United States Navy ::ne-type military ::wiki United_States_Navy
 639 | ::ne-surf United States Coast Guard ::ne-type military ::wiki United_States_Coast_Guard
 640 | ::ne-surf United States Armed Forces ::ne-type military ::wiki United_States_Armed_Forces
 641 | ::ne-surf US Military ::ne-type military ::wiki United_States_Armed_Forces
 642 | # misc geo list
 643 | ::ne-surf Earth ::ne-type planet ::wiki Earth
 644 | ::ne-surf Jupiter ::ne-type planet ::wiki Jupiter
 645 | ::ne-surf Mars ::ne-type planet ::wiki Mars
 646 | ::ne-surf Venus ::ne-type planet ::wiki Venus
 647 | ::ne-surf Saturn ::ne-type planet ::wiki Saturn
 648 | ::ne-surf Mercury ::ne-type planet ::wiki Mercury_(planet)
 649 | ::ne-surf Uranus ::ne-type planet ::wiki Uranus
 650 | ::ne-surf Neptune ::ne-type planet ::wiki Neptune
 651 | 
 652 | ::ne-surf Yongbyon ::ne-type county ::wiki Nyongbyon_County
 653 | ::ne-surf Los Angeles County ::ne-type county ::wiki Los_Angeles_County,_California
 654 | 
 655 | ::ne-surf Senkaku Islands ::ne-type island ::wiki Senkaku_Islands
 656 | ::ne-surf Diaoyu Islands ::ne-type island ::wiki Senkaku_Islands
 657 | ::ne-surf Diaoyu ::ne-type island ::wiki Senkaku_Islands
 658 | ::ne-surf Bali ::ne-type island ::wiki Bali
 659 | ::ne-surf Easter Island ::ne-type island ::wiki Easter_Island
 660 | ::ne-surf Mindanao ::ne-type island ::wiki Mindanao
 661 | ::ne-surf Nias ::ne-type island ::wiki Nias
 662 | ::ne-surf Nias island ::ne-type island ::wiki Nias
 663 | ::ne-surf Sumatra Island ::ne-type island ::wiki Sumatra
 664 | ::ne-surf Ireland ::ne-type island ::wiki Ireland
 665 | ::ne-surf Sumatra ::ne-type island ::wiki Sumatra
 666 | ::ne-surf Helgoland ::ne-type island ::wiki Heligoland
 667 | ::ne-surf Heligoland ::ne-type island ::wiki Heligoland
 668 | ::ne-surf Oahu ::ne-type island ::wiki Oahu
 669 | ::ne-surf O'ahu ::ne-type island ::wiki Oahu
 670 | ::ne-surf Maui ::ne-type island ::wiki Maui
 671 | 
 672 | ::ne-surf Indian Ocean ::ne-type ocean ::wiki Indian_Ocean
 673 | ::ne-surf Pacific Ocean ::ne-type ocean ::wiki Pacific_Ocean
 674 | ::ne-surf Pacific ::ne-type ocean ::wiki Pacific_Ocean
 675 | ::ne-surf Atlantic Ocean ::ne-type ocean ::wiki Atlantic_Ocean
 676 | ::ne-surf Atlantic ::ne-type ocean ::wiki Atlantic_Ocean
 677 | 
 678 | ::ne-surf Caspian Sea ::ne-type sea ::wiki Caspian_Sea
 679 | ::ne-surf Mediterranean ::ne-type sea ::wiki Mediterranean_Sea
 680 | ::ne-surf Baltic ::ne-type sea ::wiki Baltic_Sea
 681 | ::ne-surf Barents Sea ::ne-type sea ::wiki Barents_Sea
 682 | ::ne-surf Black Sea ::ne-type sea ::wiki Black_Sea
 683 | ::ne-surf East China Sea ::ne-type sea ::wiki East_China_Sea
 684 | ::ne-surf Mediterranean Sea ::ne-type sea ::wiki Mediterranean_Sea
 685 | ::ne-surf Sea of Japan ::ne-type sea ::wiki Sea_of_Japan
 686 | ::ne-surf Sea of Okhotsk ::ne-type sea ::wiki Sea_of_Okhotsk
 687 | ::ne-surf Yellow Sea ::ne-type sea ::wiki Yellow_Sea
 688 | ::ne-surf North Sea ::ne-type sea ::wiki North_Sea
 689 | 
 690 | ::ne-surf Pennsylvania Ave ::ne-type road ::wiki Pennsylvania_Avenue_(Washington,_D.C.) ::context Washington,_D.C.
 691 | ::ne-surf Downing Street ::ne-type road ::wiki Downing_Street ::context London
 692 | 
 693 | ::ne-surf Kamchatka Peninsula ::ne-type peninsula ::wiki Kamchatka_Peninsula
 694 | ::ne-surf Kamchatka ::ne-type peninsula ::wiki Kamchatka_Peninsula
 695 | ::ne-surf Korean Peninsula ::ne-type peninsula ::wiki Korean_Peninsula
 696 | ::ne-surf Korea ::ne-type peninsula ::wiki Korean_Peninsula
 697 | ::ne-surf Jiaodong Peninsula ::ne-type peninsula ::wiki Shandong_Peninsula
 698 | ::ne-surf Shandong Peninsula ::ne-type peninsula ::wiki Shandong_Peninsula
 699 | ::ne-surf Liaodong Peninsula ::ne-type peninsula ::wiki Liaodong_Peninsula
 700 | ::ne-surf Crimean Peninsula ::ne-type peninsula ::wiki Crimea
 701 | ::ne-surf Crimea ::ne-type peninsula ::wiki Crimea
 702 | 
 703 | # organization list
 704 | ::ne-surf UN ::ne-type organization ::wiki United_Nations
 705 | ::ne-surf IAEA ::ne-type organization ::wiki International_Atomic_Energy_Agency
 706 | ::ne-surf European Union ::ne-type organization ::wiki European_Union
 707 | ::ne-surf EU ::ne-type organization ::wiki European_Union
 708 | ::ne-surf United Nations ::ne-type organization ::wiki United_Nations
 709 | ::ne-surf Taliban ::ne-type criminal-organization ::wiki Taliban
 710 | ::ne-surf International Atomic Energy Agency ::ne-type organization ::wiki International_Atomic_Energy_Agency
 711 | ::ne-surf Amnesty International ::ne-type organization ::wiki Amnesty_International
 712 | ::ne-surf ASEAN ::ne-type organization ::wiki Association_of_Southeast_Asian_Nations
 713 | ::ne-surf Security Council ::ne-type organization ::wiki United_Nations_Security_Council
 714 | ::ne-surf UN Security Council ::ne-type organization ::wiki United_Nations_Security_Council
 715 | ::ne-surf OSCE ::ne-type organization ::wiki Organization_for_Security_and_Co-operation_in_Europe
 716 | ::ne-surf United Nations Security Council ::ne-type organization ::wiki United_Nations_Security_Council
 717 | ::ne-surf Congress ::ne-type government-organization ::wiki United_States_Congress ::context United_States
 718 | ::ne-surf Interpol ::ne-type organization ::wiki Interpol
 719 | ::ne-surf SCO ::ne-type organization ::wiki Shanghai_Cooperation_Organisation
 720 | ::ne-surf European Commission ::ne-type organization ::wiki European_Commission
 721 | ::ne-surf Greenpeace ::ne-type organization ::wiki Greenpeace
 722 | ::ne-surf People's Mujahedeen ::ne-type organization ::wiki People's_Mujahedin_of_Iran
 723 | ::ne-surf People's Mujahedin ::ne-type organization ::wiki People's_Mujahedin_of_Iran
 724 | ::ne-surf United States Senate ::ne-type government-organization ::wiki United_States_Senate
 725 | ::ne-surf U.S. Senate ::ne-type government-organization ::wiki United_States_Senate
 726 | ::ne-surf US Senate ::ne-type government-organization ::wiki United_States_Senate
 727 | ::ne-surf U.N. ::ne-type organization ::wiki United_Nations
 728 | ::ne-surf al-Qaida ::ne-type criminal-organization ::wiki Al-Qaeda
 729 | ::ne-surf Association of Southeast Asian Nations ::ne-type organization ::wiki Association_of_Southeast_Asian_Nations
 730 | ::ne-surf United States Department of State ::ne-type government-organization ::wiki United_States_Department_of_State
 731 | ::ne-surf U.S. State Department ::ne-type government-organization ::wiki United_States_Department_of_State
 732 | ::ne-surf US State Department ::ne-type government-organization ::wiki United_States_Department_of_State
 733 | ::ne-surf Hamas ::ne-type organization ::wiki Hamas
 734 | ::ne-surf Kremlin ::ne-type government-organization ::wiki Moscow_Kremlin
 735 | ::ne-surf Al-Qaeda ::ne-type criminal-organization ::wiki Al-Qaeda
 736 | ::ne-surf al-Qaeda ::ne-type criminal-organization ::wiki Al-Qaeda
 737 | ::ne-surf Al Qaeda ::ne-type criminal-organization ::wiki Al-Qaeda
 738 | ::ne-surf Al-Qaida ::ne-type criminal-organization ::wiki Al-Qaeda
 739 | ::ne-surf Organization for Security and Cooperation in Europe ::ne-type organization ::wiki Organization_for_Security_and_Co-operation_in_Europe
 740 | ::ne-surf Anti Narcotics Force ::ne-type government-organization ::wiki Anti-Narcotics_Force
 741 | ::ne-surf FARC ::ne-type criminal-organization ::wiki FARC
 742 | ::ne-surf Revolutionary Armed Forces of Colombia ::ne-type criminal-organization ::wiki FARC
 743 | ::ne-surf Muslim Brotherhood ::ne-type organization ::wiki Muslim_Brotherhood
 744 | ::ne-surf U.N. Security Council ::ne-type organization ::wiki United_Nations_Security_Council
 745 | ::ne-surf UN General Assembly ::ne-type organization ::wiki United_Nations_General_Assembly
 746 | ::ne-surf European Parliament ::ne-type organization ::wiki European_Parliament
 747 | ::ne-surf European Space Agency ::ne-type organization ::wiki European_Space_Agency
 748 | ::ne-surf FAO ::ne-type organization ::wiki Food_and_Agriculture_Organization
 749 | ::ne-surf Shanghai Cooperation Organization ::ne-type organization ::wiki Shanghai_Cooperation_Organisation
 750 | ::ne-surf UN Office on Drugs and Crime ::ne-type organization ::wiki United_Nations_Office_on_Drugs_and_Crime
 751 | ::ne-surf WHO ::ne-type organization ::wiki World_Health_Organization
 752 | ::ne-surf World Health Organization ::ne-type organization ::wiki World_Health_Organization
 753 | ::ne-surf European Space Agency ::ne-type government-organization ::wiki European_Space_Agency
 754 | ::ne-surf Federal Reserve ::ne-type government-organization ::wiki Federal_Reserve_System ::context United_States
 755 | ::ne-surf G-8 ::ne-type organization ::wiki G8
 756 | ::ne-surf House ::ne-type government-organization ::wiki United_States_House_of_Representatives ::context United_States
 757 | ::ne-surf Kurdistan Workers' Party ::ne-type criminal-organization ::wiki Kurdistan_Workers'_Party
 758 | ::ne-surf PKK ::ne-type criminal-organization ::wiki Kurdistan_Workers'_Party
 759 | ::ne-surf Pentagon ::ne-type government-organization ::wiki The_Pentagon
 760 | ::ne-surf World Bank ::ne-type organization ::wiki World_Bank
 761 | ::ne-surf CIA ::ne-type government-organization ::wiki Central_Intelligence_Agency
 762 | ::ne-surf FBI ::ne-type government-organization ::wiki Federal_Bureau_of_Investigation
 763 | ::ne-surf G8 ::ne-type organization ::wiki G8
 764 | ::ne-surf Central Intelligence Agency ::ne-type government-organization ::wiki Central_Intelligence_Agency
 765 | ::ne-surf Group of Eight ::ne-type organization ::wiki G8
 766 | ::ne-surf National Security Agency ::ne-type government-organization ::wiki National_Security_Agency
 767 | ::ne-surf EPA ::ne-type government-organization ::wiki United_States_Environmental_Protection_Agency
 768 | ::ne-surf Environmental Protection Agency ::ne-type government-organization ::wiki United_States_Environmental_Protection_Agency
 769 | ::ne-surf Food and Agriculture Organization ::ne-type organization ::wiki Food_and_Agriculture_Organization
 770 | ::ne-surf Federal Bureau of Investigation ::ne-type government-organization ::wiki Federal_Bureau_of_Investigation
 771 | ::ne-surf NSA ::ne-type government-organization ::wiki National_Security_Agency
 772 | ::ne-surf Nuclear Suppliers Group ::ne-type organization ::wiki Nuclear_Suppliers_Group
 773 | ::ne-surf NSG ::ne-type organization ::wiki Nuclear_Suppliers_Group
 774 | ::ne-surf Red Cross ::ne-type organization ::wiki International_Red_Cross_and_Red_Crescent_Movement
 775 | ::ne-surf Doctors Without Borders ::ne-type organization ::wiki M%C3%A9decins_Sans_Fronti%C3%A8res
 776 | ::ne-surf Médecins Sans Frontières ::ne-type organization ::wiki M%C3%A9decins_Sans_Fronti%C3%A8res
 777 | ::ne-surf Medecins Sans Frontieres ::ne-type organization ::wiki M%C3%A9decins_Sans_Fronti%C3%A8res
 778 | 
 779 | ::ne-surf Republican Party ::ne-type political-party ::wiki Republican_Party_(United_States) ::context United_States
 780 | ::ne-surf Chinese Communist Party ::ne-type political-party ::wiki Communist_Party_of_China
 781 | ::ne-surf Communist Party of China ::ne-type political-party ::wiki Communist_Party_of_China
 782 | ::ne-surf GOP ::ne-type political-party ::wiki Republican_Party_(United_States)
 783 | ::ne-surf Republican ::ne-type political-party ::wiki Republican_Party_(United_States) ::context United_States
 784 | ::ne-surf Sandinista ::ne-type political-party ::wiki Sandinista_National_Liberation_Front
 785 | ::ne-surf Democratic Party ::ne-type political-party ::wiki Democratic_Party_(United_States) ::context United_States
 786 | ::ne-surf Awami League ::ne-type political-party ::wiki Bangladesh_Awami_League
 787 | ::ne-surf Conservative Party ::ne-type political-party ::wiki Conservative_Party_(UK) ::context United_Kingdom
 788 | ::ne-surf Democrat ::ne-type political-party ::wiki Democratic_Party_(United_States) ::context United_States
 789 | ::ne-surf Labour Party ::ne-type political-party ::wiki Labour_Party_(UK) ::context United_Kingdom
 790 | ::ne-surf Hezbollah ::ne-type political-party ::wiki Hezbollah
 791 | ::ne-surf Dem ::ne-type political-party ::wiki Democratic_Party_(United_States) ::context United_States
 792 | ::ne-surf FSLN ::ne-type political-party ::wiki Sandinista_National_Liberation_Front
 793 | 
 794 | ::ne-surf HKUST ::ne-type university ::wiki Hong_Kong_University_of_Science_and_Technology
 795 | ::ne-surf University of California ::ne-type university ::wiki University_of_California
 796 | ::ne-surf Harvard University ::ne-type university ::wiki Harvard_University
 797 | ::ne-surf Harvard ::ne-type university ::wiki Harvard_University
 798 | ::ne-surf University of Southern California ::ne-type university ::wiki University_of_Southern_California
 799 | 
 800 | ::ne-surf State Scientific Center of Applied Microbiology ::ne-type research-institute ::wiki -
 801 | ::ne-surf International Institute for Strategic Studies ::ne-type research-institute ::wiki International_Institute_for_Strategic_Studies
 802 | ::ne-surf ISI ::ne-type research-institute ::wiki Information_Sciences_Institute
 803 | ::ne-surf Information Sciences Institute ::ne-type research-institute ::wiki Information_Sciences_Institute
 804 | # person list
 805 | ::ne-surf Wen ::ne-type person ::wiki Wen_Jiabao
 806 | ::ne-surf Obama ::ne-type person ::wiki Barack_Obama
 807 | ::ne-surf Chavez ::ne-type person ::wiki Hugo_Ch%C3%A1vez
 808 | ::ne-surf Sarkozy ::ne-type person ::wiki Nicolas_Sarkozy
 809 | ::ne-surf Peng Li ::ne-type person ::wiki Li_Peng
 810 | ::ne-surf Li Peng ::ne-type person ::wiki Li_Peng
 811 | ::ne-surf ElBaradei ::ne-type person ::wiki Mohamed_ElBaradei
 812 | ::ne-surf Kim Myong-Chol ::ne-type person ::wiki Kim_Myong-chol
 813 | ::ne-surf Ichiro Ozawa ::ne-type person ::wiki Ichir%C5%8D_Ozawa
 814 | ::ne-surf Dmitry Medvedev ::ne-type person ::wiki Dmitry_Medvedev
 815 | ::ne-surf Vladimir Putin ::ne-type person ::wiki Vladimir_Putin
 816 | ::ne-surf Putin ::ne-type person ::wiki Vladimir_Putin
 817 | ::ne-surf Mao Zedong ::ne-type person ::wiki Mao_Zedong
 818 | ::ne-surf Kadhafi ::ne-type person ::wiki Muammar_Gaddafi
 819 | ::ne-surf Saddam ::ne-type person ::wiki Saddam_Hussein
 820 | ::ne-surf Gerhard Schroeder ::ne-type person ::wiki Gerhard_Schr%C3%B6der
 821 | ::ne-surf Tony Blair ::ne-type person ::wiki Tony_Blair
 822 | ::ne-surf Chirac ::ne-type person ::wiki Jacques_Chirac
 823 | ::ne-surf Hans Blix ::ne-type person ::wiki Hans_Blix
 824 | ::ne-surf Zawahiri ::ne-type person ::wiki Ayman_al-Zawahiri
 825 | ::ne-surf Ahmadinejad ::ne-type person ::wiki Mahmoud_Ahmadinejad
 826 | ::ne-surf Koizumi ::ne-type person ::wiki Junichiro_Koizumi
 827 | ::ne-surf Michele Alliot-Marie ::ne-type person ::wiki Mich%C3%A8le_Alliot-Marie
 828 | ::ne-surf Roh Moo-hyun ::ne-type person ::wiki Roh_Moo-hyun
 829 | ::ne-surf Francisco Santos ::ne-type person ::wiki Francisco_Santos_Calder%C3%B3n
 830 | ::ne-surf Blair ::ne-type person ::wiki Tony_Blair
 831 | ::ne-surf Javier Solana ::ne-type person ::wiki Javier_Solana
 832 | ::ne-surf Joseph Wu ::ne-type person ::wiki Joseph_Wu
 833 | ::ne-surf Mohammed ElBaradei ::ne-type person ::wiki Mohamed_ElBaradei
 834 | ::ne-surf Nicolas Sarkozy ::ne-type person ::wiki Nicolas_Sarkozy
 835 | ::ne-surf Osama bin Laden ::ne-type person ::wiki Osama_bin_Laden
 836 | ::ne-surf Pervez Musharraf ::ne-type person ::wiki Pervez_Musharraf
 837 | ::ne-surf Romney ::ne-type person ::wiki Mitt_Romney
 838 | ::ne-surf Ron Paul ::ne-type person ::wiki Ron_Paul
 839 | ::ne-surf Schroeder ::ne-type person ::wiki Gerhard_Schr%C3%B6der
 840 | ::ne-surf George W. Bush ::ne-type person ::wiki George_W._Bush
 841 | ::ne-surf Jiang Yu ::ne-type person ::wiki Jiang_Yu
 842 | ::ne-surf Medvedev ::ne-type person ::wiki Dmitry_Medvedev
 843 | ::ne-surf Mohamed ElBaradei ::ne-type person ::wiki Mohamed_ElBaradei
 844 | ::ne-surf Palin ::ne-type person ::wiki Sarah_Palin
 845 | ::ne-surf Saddam Hussein ::ne-type person ::wiki Saddam_Hussein
 846 | ::ne-surf Shivraj Patil ::ne-type person ::wiki Shivraj_Patil
 847 | ::ne-surf Hamid Karzai ::ne-type person ::wiki Hamid_Karzai
 848 | ::ne-surf Musharraf ::ne-type person ::wiki Pervez_Musharraf
 849 | ::ne-surf Sergei Lavrov ::ne-type person ::wiki Sergey_Lavrov
 850 | ::ne-surf Thabo Mbeki ::ne-type person ::wiki Thabo_Mbeki
 851 | ::ne-surf bin Laden ::ne-type person ::wiki Osama_bin_Laden
 852 | ::ne-surf Abdullah II ::ne-type person ::wiki Abdullah_II_of_Jordan
 853 | ::ne-surf Barack Obama ::ne-type person ::wiki Barack_Obama
 854 | ::ne-surf Ingo Kober ::ne-type person ::wiki Ingo_Kober
 855 | ::ne-surf McCain ::ne-type person ::wiki John_McCain
 856 | ::ne-surf Santorum ::ne-type person ::wiki Rick_Santorum
 857 | ::ne-surf Sergei Ivanov ::ne-type person ::wiki Sergei_Ivanov
 858 | ::ne-surf Dalai Lama ::ne-type person ::wiki Dalai_Lama
 859 | ::ne-surf David Miliband ::ne-type person ::wiki David_Miliband
 860 | ::ne-surf Frank-Walter Steinmeier ::ne-type person ::wiki Frank-Walter_Steinmeier
 861 | ::ne-surf Jacques Chirac ::ne-type person ::wiki Jacques_Chirac
 862 | ::ne-surf Mahmoud Ahmadinejad ::ne-type person ::wiki Mahmoud_Ahmadinejad
 863 | ::ne-surf Pelosi ::ne-type person ::wiki Nancy_Pelosi
 864 | ::ne-surf Angela Merkel ::ne-type person ::wiki Angela_Merkel
 865 | ::ne-surf Dominique de Villepin ::ne-type person ::wiki Dominique_de_Villepin
 866 | ::ne-surf Junichiro Koizumi ::ne-type person ::wiki Junichiro_Koizumi
 867 | ::ne-surf Kim Jong-Il ::ne-type person ::wiki Kim_Jong-il
 868 | ::ne-surf Moamer Kadhafi ::ne-type person ::wiki Muammar_Gaddafi
 869 | ::ne-surf Wen Jiabao ::ne-type person ::wiki Wen_Jiabao
 870 | ::ne-surf Ayman al-Zawahiri ::ne-type person ::wiki Ayman_al-Zawahiri
 871 | ::ne-surf Hugo Chavez ::ne-type person ::wiki Hugo_Ch%C3%A1vez
 872 | ::ne-surf Muammar Kadhafi ::ne-type person ::wiki Muammar_Gaddafi
 873 | ::ne-surf Mitt Romney ::ne-type person ::wiki Mitt_Romney
 874 | ::ne-surf Nancy Pelosi ::ne-type person ::wiki Nancy_Pelosi
 875 | ::ne-surf Sarah Palin ::ne-type person ::wiki Sarah_Palin
 876 | ::ne-surf John McCain ::ne-type person ::wiki John_McCain
 877 | ::ne-surf Rick Santorum ::ne-type person ::wiki Rick_Santorum
 878 | ::ne-surf al-Zawahiri ::ne-type person ::wiki Ayman_al-Zawahiri
 879 | ::ne-surf George Washington ::ne-type person ::wiki George_Washington
 880 | ::ne-surf Abraham Lincoln ::ne-type person ::wiki Abraham_Lincoln
 881 | # product list
 882 | ::ne-surf Shenzhou ::ne-type spaceship ::wiki Shenzhou_(spacecraft)
 883 | ::ne-surf Shenzhou I ::ne-type spaceship ::wiki Shenzhou_1
 884 | ::ne-surf Shenzhou II ::ne-type spaceship ::wiki Shenzhou_2
 885 | ::ne-surf Shenzhou III ::ne-type spaceship ::wiki Shenzhou_3
 886 | ::ne-surf Shenzhou IV ::ne-type spaceship ::wiki Shenzhou_4
 887 | ::ne-surf Rafale ::ne-type aircraft-type ::wiki Dassault_Rafale
 888 | ::ne-surf F-15 k ::ne-type aircraft-type ::wiki McDonnell_Douglas_F-15E_Strike_Eagle#F-15K
 889 | 
 890 | ::ne-surf EPO ::ne-type product ::wiki Erythropoietin
 891 | ::ne-surf Topol-M ::ne-type product ::wiki RT-2UTTKh_Topol-M
 892 | ::ne-surf Scorpene ::ne-type product ::wiki Scorp%C3%A8ne-class_submarine
 893 | ::ne-surf RS-24 ::ne-type product ::wiki RS-24_Yars
 894 | ::ne-surf Soyuz ::ne-type product ::wiki Soyuz_(rocket)
 895 | # province/state list
 896 | ::ne-surf Helmand ::ne-type province ::wiki Helmand_Province
 897 | ::ne-surf Liaoning ::ne-type province ::wiki Liaoning
 898 | ::ne-surf Papua ::ne-type province ::wiki Papua_(province)
 899 | ::ne-surf Tibet ::ne-type province ::wiki Tibet
 900 | ::ne-surf Baluchistan ::ne-type province ::wiki Balochistan,_Pakistan
 901 | ::ne-surf Aceh ::ne-type province ::wiki Aceh
 902 | ::ne-surf Kandahar ::ne-type province ::wiki Kandahar_Province
 903 | ::ne-surf Qom Province ::ne-type province ::wiki Qom_Province
 904 | ::ne-surf Qom ::ne-type province ::wiki Qom_Province
 905 | ::ne-surf Sistan-Baluchestan ::ne-type province ::wiki Sistan_and_Baluchestan_Province
 906 | ::ne-surf Sistan-Baluchestan Province ::ne-type province ::wiki Sistan_and_Baluchestan_Province
 907 | ::ne-surf Son La ::ne-type province ::wiki S%C6%A1n_La_Province
 908 | ::ne-surf West Papua ::ne-type province ::wiki West_Papua_(province)
 909 | ::ne-surf Bali ::ne-type province ::wiki Bali
 910 | ::ne-surf Guangdong ::ne-type province ::wiki Guangdong
 911 | ::ne-surf Sichuan ::ne-type province ::wiki Sichuan
 912 | ::ne-surf Chechnya ::ne-type province ::wiki Chechnya
 913 | ::ne-surf Fujian ::ne-type province ::wiki Fujian
 914 | ::ne-surf Gansu ::ne-type province ::wiki Gansu
 915 | ::ne-surf Herat ::ne-type province ::wiki Herat_Province
 916 | ::ne-surf Balochistan ::ne-type province ::wiki Balochistan,_Pakistan
 917 | ::ne-surf Jiangsu ::ne-type province ::wiki Jiangsu
 918 | ::ne-surf Hubei ::ne-type province ::wiki Hubei
 919 | ::ne-surf Inner Mongolia ::ne-type province ::wiki Inner_Mongolia
 920 | 
 921 | ::ne-surf California ::ne-type state ::wiki California
 922 | ::ne-surf Calif. ::ne-type state ::wiki California
 923 | ::ne-surf Massachusetts ::ne-type state ::wiki Massachusetts
 924 | ::ne-surf Mass. ::ne-type state ::wiki Massachusetts
 925 | ::ne-surf Minnesota ::ne-type state ::wiki Minnesota
 926 | ::ne-surf Florida ::ne-type state ::wiki Florida
 927 | ::ne-surf Hawaii ::ne-type state ::wiki Hawaii
 928 | ::ne-surf NY ::ne-type state ::wiki New_York
 929 | ::ne-surf CA ::ne-type state ::wiki California
 930 | ::ne-surf Hesse ::ne-type state ::wiki Hesse
 931 | ::ne-surf NC ::ne-type state ::wiki North_Carolina
 932 | ::ne-surf Ohio ::ne-type state ::wiki Ohio
 933 | ::ne-surf Pennsylvania ::ne-type state ::wiki Pennsylvania
 934 | ::ne-surf Virginia ::ne-type state ::wiki Virginia
 935 | ::ne-surf Alaska ::ne-type state ::wiki Alaska
 936 | ::ne-surf Arizona ::ne-type state ::wiki Arizona
 937 | ::ne-surf Georgia ::ne-type state ::wiki Georgia_(U.S._state)
 938 | ::ne-surf Illinois ::ne-type state ::wiki Illinois
 939 | ::ne-surf Indiana ::ne-type state ::wiki Indiana
 940 | ::ne-surf Iowa ::ne-type state ::wiki Iowa
 941 | ::ne-surf Jammu-Kashmir ::ne-type state ::wiki Jammu_and_Kashmir
 942 | ::ne-surf Jammu and Kashmir ::ne-type state ::wiki Jammu_and_Kashmir
 943 | ::ne-surf Kansas ::ne-type state ::wiki Kansas
 944 | ::ne-surf Kentucky ::ne-type state ::wiki Kentucky
 945 | ::ne-surf MI ::ne-type state ::wiki Michigan
 946 | ::ne-surf Maine ::ne-type state ::wiki Maine
 947 | ::ne-surf Maryland ::ne-type state ::wiki Maryland
 948 | ::ne-surf Missouri ::ne-type state ::wiki Missouri
 949 | ::ne-surf New South Wales ::ne-type state ::wiki New_South_Wales
 950 | ::ne-surf New York ::ne-type state ::wiki New_York
 951 | ::ne-surf North Dakota ::ne-type state ::wiki North_Dakota
 952 | ::ne-surf Texas ::ne-type state ::wiki Texas
 953 | ::ne-surf Victoria ::ne-type state ::wiki Victoria_(Australia)
 954 | ::ne-surf Wisconsin ::ne-type state ::wiki Wisconsin
 955 | ::ne-surf Rio de Janeiro ::ne-type state ::wiki Rio_de_Janeiro_(state)
 956 | ::ne-surf North Carolina ::ne-type state ::wiki North_Carolina
 957 | ::ne-surf Michigan ::ne-type state ::wiki Michigan
 958 | ::ne-surf Bavaria ::ne-type state ::wiki Bavaria
 959 | ::ne-surf South Carolina ::ne-type state ::wiki South_Carolina
 960 | ::ne-surf South Dakota ::ne-type state ::wiki South_Dakota
 961 | ::ne-surf Oregon ::ne-type state ::wiki Oregon
 962 | ::ne-surf Vermont ::ne-type state ::wiki Vermont
 963 | ::ne-surf Utah ::ne-type state ::wiki Utah
 964 | ::ne-surf Colorado ::ne-type state ::wiki Colorado
 965 | ::ne-surf Wyoming ::ne-type state ::wiki Wyoming
 966 | ::ne-surf Montana ::ne-type state ::wiki Montana
 967 | ::ne-surf Idaho ::ne-type state ::wiki Idaho
 968 | ::ne-surf New Hampshire ::ne-type state ::wiki New_Hampshire
 969 | ::ne-surf New Mexico ::ne-type state ::wiki New_Mexico
 970 | ::ne-surf Arkansas ::ne-type state ::wiki Arkansas
 971 | ::ne-surf Oklahoma ::ne-type state ::wiki Oklahoma
 972 | ::ne-surf Louisiana ::ne-type state ::wiki Louisiana
 973 | ::ne-surf Mississippi ::ne-type state ::wiki Mississippi
 974 | ::ne-surf Alabama ::ne-type state ::wiki Alabama
 975 | ::ne-surf Delaware ::ne-type state ::wiki Delaware
 976 | ::ne-surf Tennessee ::ne-type state ::wiki Tennessee
 977 | ::ne-surf Kentucky ::ne-type state ::wiki Kentucky
 978 | ::ne-surf Nebraska ::ne-type state ::wiki Nebraska
 979 | ::ne-surf Connecticut ::ne-type state ::wiki Connecticut
 980 | ::ne-surf Nevada ::ne-type state ::wiki Nevada
 981 | ::ne-surf New Jersey ::ne-type state ::wiki New_Jersey
 982 | ::ne-surf Rhode Island ::ne-type state ::wiki Rhode_Island
 983 | ::ne-surf Washington ::ne-type state ::wiki Washington_(state)
 984 | ::ne-surf West Virginia ::ne-type state ::wiki West_Virginia
 985 | ::ne-surf North Rhine-Westphalia ::ne-type state ::wiki North_Rhine-Westphalia
 986 | ::ne-surf Lower Saxony ::ne-type state ::wiki Lower_Saxony
 987 | ::ne-surf Saxony ::ne-type state ::wiki Saxony
 988 | ::ne-surf Schleswig-Holstein ::ne-type state ::wiki Schleswig-Holstein
 989 | ::ne-surf Saarland ::ne-type state ::wiki Saarland
 990 | 
 991 | 
 992 | ::ne-surf Gibraltar ::ne-type territory ::wiki Gibraltar
 993 | 
 994 | # region list
 995 | ::ne-surf West ::ne-type world-region ::wiki Western_world
 996 | ::ne-surf Kashmir ::ne-type world-region ::wiki Kashmir
 997 | ::ne-surf Middle East ::ne-type world-region ::wiki Middle_East
 998 | ::ne-surf Southeast Asia ::ne-type world-region ::wiki Southeast_Asia
 999 | ::ne-surf Latin America ::ne-type world-region ::wiki Latin_America
1000 | ::ne-surf Himalayas ::ne-type world-region ::wiki Himalayas
1001 | ::ne-surf Central Asia ::ne-type world-region ::wiki Central_Asia
1002 | ::ne-surf Golden Triangle ::ne-type world-region ::wiki Golden_Triangle_(Southeast_Asia)
1003 | ::ne-surf North Africa ::ne-type world-region ::wiki North_Africa
1004 | ::ne-surf Central Europe ::ne-type world-region ::wiki Central_Europe
1005 | ::ne-surf Eastern Europe ::ne-type world-region ::wiki Eastern_Europe
1006 | ::ne-surf South Ossetia ::ne-type country-region ::wiki South_Ossetia
1007 | ::ne-surf Asia-Pacific ::ne-type world-region ::wiki Asia-Pacific
1008 | ::ne-surf Asia Pacific ::ne-type world-region ::wiki Asia-Pacific
1009 | ::ne-surf Balkans ::ne-type world-region ::wiki Balkans
1010 | ::ne-surf Siberia ::ne-type country-region ::wiki Siberia
1011 | ::ne-surf South Asia ::ne-type world-region ::wiki South_Asia
1012 | ::ne-surf Baltic ::ne-type world-region ::wiki Baltic_states
1013 | ::ne-surf Korean Peninsula ::ne-type world-region ::wiki Korean_Peninsula
1014 | ::ne-surf West Africa ::ne-type world-region ::wiki West_Africa
1015 | ::ne-surf East Africa ::ne-type world-region ::wiki East_Africa
1016 | ::ne-surf Amazon ::ne-type world-region ::wiki Amazon_basin
1017 | ::ne-surf Balkan ::ne-type world-region ::wiki Balkans
1018 | ::ne-surf Balkans ::ne-type world-region ::wiki Balkans
1019 | ::ne-surf Caucasus ::ne-type world-region ::wiki Caucasus
1020 | ::ne-surf Darfur ::ne-type country-region ::wiki Darfur
1021 | ::ne-surf East Asia ::ne-type world-region ::wiki East_Asia
1022 | ::ne-surf Eastern Asia ::ne-type world-region ::wiki East_Asia
1023 | ::ne-surf Horn of Africa ::ne-type world-region ::wiki Horn_of_Africa
1024 | ::ne-surf Western Europe ::ne-type world-region ::wiki Western_Europe
1025 | ::ne-surf Caribbean ::ne-type world-region ::wiki Caribbean
1026 | ::ne-surf Central Europe ::ne-type world-region ::wiki Central_Europe
1027 | ::ne-surf East Asia ::ne-type world-region ::wiki East_Asia
1028 | ::ne-surf Far East ::ne-type world-region ::wiki Far_East
1029 | ::ne-surf Gaza Strip ::ne-type country-region ::wiki Gaza_Strip
1030 | ::ne-surf Indies ::ne-type world-region ::wiki Indies
1031 | ::ne-surf Maghreb ::ne-type world-region ::wiki Maghreb
1032 | ::ne-surf Mideast ::ne-type world-region ::wiki Middle_East
1033 | ::ne-surf North Pole ::ne-type world-region ::wiki North_Pole
1034 | ::ne-surf Pearl River Delta ::ne-type country-region ::wiki Pearl_River_Delta
1035 | ::ne-surf Sahel ::ne-type world-region ::wiki Sahel
1036 | ::ne-surf Scandinavia ::ne-type world-region ::wiki Scandinavia
1037 | ::ne-surf South East Asia ::ne-type world-region ::wiki Southeast_Asia
1038 | ::ne-surf South Pole ::ne-type world-region ::wiki South_Pole
1039 | ::ne-surf Southern Europe ::ne-type world-region ::wiki Southern_Europe
1040 | ::ne-surf Southwest Asia ::ne-type world-region ::wiki Western_Asia
1041 | ::ne-surf Southwestern Asia ::ne-type world-region ::wiki Western_Asia
1042 | ::ne-surf West Asia ::ne-type world-region ::wiki Western_Asia
1043 | ::ne-surf Western Asia ::ne-type world-region ::wiki Western_Asia
1044 | ::ne-surf Sub-Saharan Africa ::ne-type world-region ::wiki Sub-Saharan_Africa
1045 | ::ne-surf sub-Saharan Africa ::ne-type world-region ::wiki Sub-Saharan_Africa
1046 | ::ne-surf West Bank ::ne-type country-region ::wiki West_Bank
1047 | ::ne-surf Western Hemisphere ::ne-type world-region ::wiki Western_Hemisphere
1048 | ::ne-surf Central Asia ::ne-type world-region ::wiki Central_Asia
1049 | ::ne-surf Midwest ::ne-type country-region ::wiki Midwestern_United_States
1050 | ::ne-surf Baluchistan ::ne-type world-region ::wiki Balochistan
1051 | ::ne-surf Balochistan ::ne-type world-region ::wiki Balochistan
1052 | ::ne-surf Indochina ::ne-type world-region ::wiki Indochina
1053 | ::ne-surf East Indies ::ne-type world-region ::wiki Indies
1054 | ::ne-surf Balkan Peninsula ::ne-type world-region ::wiki Balkans
1055 | ::ne-surf Baltics ::ne-type world-region ::wiki Baltic_states
1056 | ::ne-surf Baltic countries ::ne-type world-region ::wiki Baltic_states
1057 | ::ne-surf Baltic nations ::ne-type world-region ::wiki Baltic_states
1058 | ::ne-surf Central America ::ne-type world-region ::wiki Central_America
1059 | # treaty/law list
1060 | ::ne-surf NPT ::ne-type treaty ::wiki Treaty_on_the_Non-Proliferation_of_Nuclear_Weapons
1061 | ::ne-surf CFE ::ne-type treaty ::wiki Treaty_on_Conventional_Armed_Forces_in_Europe
1062 | ::ne-surf Conventional Forces in Europe Treaty ::ne-type treaty ::wiki Treaty_on_Conventional_Armed_Forces_in_Europe
1063 | ::ne-surf ABM ::ne-type treaty ::wiki Anti-Ballistic_Missile_Treaty
1064 | ::ne-surf Conventional Forces in Europe Treaty ::ne-type treaty ::wiki Treaty_on_Conventional_Armed_Forces_in_Europe
1065 | ::ne-surf Nuclear Nonproliferation Treaty ::ne-type treaty ::wiki Treaty_on_the_Non-Proliferation_of_Nuclear_Weapons
1066 | ::ne-surf CFE Treaty ::ne-type treaty ::wiki Treaty_on_Conventional_Armed_Forces_in_Europe
1067 | ::ne-surf Non-Proliferation Treaty ::ne-type treaty ::wiki Treaty_on_the_Non-Proliferation_of_Nuclear_Weapons
1068 | ::ne-surf Nuclear Non-Proliferation Treaty ::ne-type treaty ::wiki Treaty_on_the_Non-Proliferation_of_Nuclear_Weapons
1069 | ::ne-surf Treaty on Conventional Armed Forces in Europe ::ne-type treaty ::wiki Treaty_on_Conventional_Armed_Forces_in_Europe
1070 | ::ne-surf Treaty on Conventional Forces in Europe ::ne-type treaty ::wiki Treaty_on_Conventional_Armed_Forces_in_Europe
1071 | ::ne-surf Anti-Ballistic Missile Treaty ::ne-type treaty ::wiki Anti-Ballistic_Missile_Treaty
1072 | ::ne-surf Nuclear Non-Proliferation Treaty ::ne-type treaty ::wiki Treaty_on_the_Non-Proliferation_of_Nuclear_Weapons
1073 | ::ne-surf ABM Treaty ::ne-type treaty ::wiki Anti-Ballistic_Missile_Treaty
1074 | ::ne-surf Dayton Accord ::ne-type treaty ::wiki Dayton_Agreement
1075 | ::ne-surf START-II ::ne-type treaty ::wiki START_II
1076 | ::OK_SPECIALIZATION ::gen aircraft-type ::spec jet
1077 | ::OK_SPECIALIZATION ::gen aircraft-type ::spec plane
1078 | ::OK_SPECIALIZATION ::gen city ::spec capital
1079 | ::OK_SPECIALIZATION ::gen company ::spec group
1080 | ::OK_SPECIALIZATION ::gen country ::spec republic
1081 | ::OK_SPECIALIZATION ::gen facility ::spec building
1082 | ::OK_SPECIALIZATION ::gen facility ::spec plant
1083 | ::OK_SPECIALIZATION ::gen facility ::spec reactor
1084 | ::OK_SPECIALIZATION ::gen product ::spec missile
1085 | ::OK_SPECIALIZATION ::gen product ::spec rocket
1086 | ::OK_SPECIALIZATION ::gen product ::spec submarine
1087 | ::OK_SPECIALIZATION ::gen publication ::spec agency
1088 | ::ne-surf Tory ::ne-type political-party ::wiki Conservative_Party_(UK)
1089 | ::ne-surf Tories ::ne-type political-party ::wiki Conservative_Party_(UK)
1090 | 


--------------------------------------------------------------------------------
/amrreader/test/test_amr_doc/test:
--------------------------------------------------------------------------------
  1 | # AMR release (generated on Tue Dec 23, 2014 at 16:52:40)
  2 | 
  3 | # ::id DF-170-181103-888_2097.1 ::date 2013-09-16T07:15:31 ::annotator LDC-AMR-14 ::preferred
  4 | # ::snt He can't seem to help himself from apologizing for anything and everything.
  5 | # ::save-date Mon Sep 16, 2013 ::file DF-170-181103-888_2097_1.txt
  6 | (p / possible :polarity -
  7 |       :domain (s / seem-01
  8 |             :ARG1 (h / help-02
  9 |                   :ARG0 (h2 / he)
 10 |                   :ARG1 (a / apologize-01
 11 |                         :ARG0 h2
 12 |                         :ARG1 (a2 / and
 13 |                               :op1 (a3 / anything)
 14 |                               :op2 (e / everything))))))
 15 | 
 16 | # ::id DF-170-181103-888_2097.2 ::date 2013-09-16T07:19:54 ::annotator LDC-AMR-14 ::preferred
 17 | # ::snt Hallmark could make a fortune off of this guy.
 18 | # ::save-date Mon Sep 16, 2013 ::file DF-170-181103-888_2097_2.txt
 19 | (p / possible
 20 |       :domain (m / make-05
 21 |             :ARG0 (c / company :wiki "Hallmark_Cards"
 22 |                   :name (n / name :op1 "Hallmark"))
 23 |             :ARG1 (f / fortune
 24 |                   :source (g / guy
 25 |                         :mod (t / this)))))
 26 | 
 27 | # ::id DF-170-181103-888_2097.3 ::date 2013-09-16T07:22:01 ::annotator LDC-AMR-14 ::preferred
 28 | # ::snt I don't follow, why should he apologize to Palin?
 29 | # ::save-date Mon Sep 16, 2013 ::file DF-170-181103-888_2097_3.txt
 30 | (a / and
 31 |       :op1 (f / follow-02 :polarity -
 32 |             :ARG0 (i / i))
 33 |       :op2 (r / recommend-01
 34 |             :ARG1 (a3 / apologize-01
 35 |                   :ARG0 (h / he)
 36 |                   :ARG2 (p / person :wiki "Sarah_Palin"
 37 |                         :name (n / name :op1 "Sarah" :op2 "Palin")))
 38 |             :ARG1-of (c / cause-01
 39 |                   :ARG0 (a2 / amr-unknown))))
 40 | 
 41 | # ::id DF-170-181103-888_2097.4 ::date 2013-09-16T07:25:37 ::annotator LDC-AMR-14 ::preferred
 42 | # ::snt Did Palin apologize to Giffords?
 43 | # ::save-date Mon Sep 16, 2013 ::file DF-170-181103-888_2097_4.txt
 44 | (a / apologize-01 :mode interrogative
 45 |       :ARG0 (p / person :wiki "Sarah_Palin"
 46 |             :name (n / name :op1 "Palin"))
 47 |       :ARG2 (p2 / person :wiki "Gabrielle_Giffords"
 48 |             :name (n2 / name :op1 "Giffords")))
 49 | 
 50 | # ::id DF-170-181103-888_2097.5 ::date 2013-09-16T07:28:10 ::annotator LDC-AMR-14 ::preferred
 51 | # ::snt He needs to conduct a beer summit between Palin and NBC.
 52 | # ::save-date Fri Jan 24, 2014 ::file DF-170-181103-888_2097_5.txt
 53 | (n / need-01
 54 |       :ARG0 (h / he)
 55 |       :ARG1 (c / conduct-01
 56 |             :ARG0 h
 57 |             :ARG1 (m / meet-03
 58 |                   :ARG0 (p / person :wiki "Sarah_Palin"
 59 |                         :name (n2 / name :op1 "Palin"))
 60 |                   :ARG1 (p2 / publication :wiki "NBC"
 61 |                         :name (n3 / name :op1 "NBC"))
 62 |                   :mod (s / summit
 63 |                         :mod (b / beer)))))
 64 | 
 65 | # ::id DF-170-181103-888_2097.6 ::date 2013-09-16T07:36:43 ::annotator LDC-AMR-14 ::preferred
 66 | # ::snt Mend some fences and get this country moving.
 67 | # ::save-date Mon Sep 16, 2013 ::file DF-170-181103-888_2097_6.txt
 68 | (a / and
 69 |       :op1 (m / mend-01
 70 |             :ARG1 (f / fence
 71 |                   :quant (s / some)))
 72 |       :op2 (g / get-04
 73 |             :ARG1 (m2 / move-03
 74 |                   :ARG1 (c / country
 75 |                         :mod (t / this)))))
 76 | 
 77 | # ::id DF-170-181103-888_2097.7 ::date 2013-09-16T07:38:54 ::annotator LDC-AMR-14 ::preferred
 78 | # ::snt He could call it the APOLOGIES ON BEER tour.
 79 | # ::save-date Mon Sep 16, 2013 ::file DF-170-181103-888_2097_7.txt
 80 | (p / possible
 81 |       :domain (c / call-01
 82 |             :ARG0 (h / he)
 83 |             :ARG1 (i / it)
 84 |             :ARG2 (t / tour :wiki -
 85 |                   :name (n / name :op1 "APOLOGIES" :op2 "ON" :op3 "BEER"))))
 86 | 
 87 | # ::id DF-170-181103-888_2097.8 ::date 2013-09-16T07:41:20 ::annotator LDC-AMR-14 ::preferred
 88 | # ::snt Hell, sell tickets and hire the Chinese to cater the event.
 89 | # ::save-date Mon Sep 16, 2013 ::file DF-170-181103-888_2097_8.txt
 90 | (a / and
 91 |       :op1 (s / sell-01
 92 |             :ARG1 (t / ticket))
 93 |       :op2 (h2 / hire-01
 94 |             :ARG1 (p / person
 95 |                   :mod (c / publication :wiki "this is test"
 96 |                         :name (n / name :op1 "National" :op2 "Broadcasting" :op3 "Company")))
 97 |             :ARG2 (c2 / cater-01
 98 |                   :ARG0 p
 99 |                   :ARG1 (e / event)))
100 |       :mod (h / hell))
101 | 


--------------------------------------------------------------------------------
/docs/example.png:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/panx27/amr-reader/d6161066c5b5c77ecf1a0347e70850e2a9814094/docs/example.png


--------------------------------------------------------------------------------