diff --git a/legislators-current.yaml b/legislators-current.yaml
index d502bc136..73dc91371 100644
--- a/legislators-current.yaml
+++ b/legislators-current.yaml
@@ -2225,7 +2225,7 @@
     - S6RI00163
     - H0RI02071
     cspan: 24239
-    wikipedia: Jack Reed (politician)
+    wikipedia: Jack Reed (Rhode Island politician)
     house_history: 20232
     ballotpedia: Jack Reed
     maplight: 600
@@ -9852,7 +9852,7 @@
     fec:
     - H8TN02069
     cspan: 6114
-    wikipedia: Jimmy Duncan (U.S. politician)
+    wikipedia: Jimmy Duncan (politician)
     house_history: 12493
     maplight: 228
     wikidata: Q653994
@@ -14833,7 +14833,7 @@
     fec:
     - S0WI00197
     cspan: 62835
-    wikipedia: Ron Johnson (U.S. politician)
+    wikipedia: Ron Johnson (American politician)
     ballotpedia: Ron Johnson (Wisconsin)
     maplight: 1501
     icpsr: 41111
@@ -21342,6 +21342,7 @@
     icpsr: 20948
     wikidata: Q2073303
     google_entity_id: kg:/m/0407vf_
+    ballotpedia: Pete Olson
   name:
     first: Pete
     last: Olson
@@ -24093,7 +24094,7 @@
     fec:
     - H8FL16022
     cspan: 1030486
-    wikipedia: Tom Rooney (politician)
+    wikipedia: Tom Rooney (Florida politician)
     house_history: 20809
     ballotpedia: Thomas J. Rooney
     maplight: 793
@@ -30885,7 +30886,7 @@
     fec:
     - H2SC02059
     cspan: 1002567
-    wikipedia: Joe Wilson (U.S. politician)
+    wikipedia: Joe Wilson (American politician)
     ballotpedia: Joe Wilson
     maplight: 519
     icpsr: 20138
@@ -34239,7 +34240,7 @@
     thomas: '02172'
     cspan: 79948
     votesmart: 141275
-    wikipedia: Joseph P. Kennedy III
+    wikipedia: Joe Kennedy III
     fec:
     - H2MA04073
     opensecrets: N00034044
@@ -36784,7 +36785,7 @@
     bioguide: S001195
     thomas: '02191'
     govtrack: 412596
-    wikipedia: Jason T. Smith
+    wikipedia: Jason Smith (politician)
     votesmart: 59318
     maplight: 2047
     opensecrets: N00035282
@@ -37372,6 +37373,7 @@
     google_entity_id: kg:/m/0wy0mz5
     cspan: 77233
     icpsr: 21502
+    votesmart: 123732
   name:
     first: Ruben
     last: Gallego
@@ -37413,6 +37415,7 @@
     google_entity_id: kg:/m/0289gkw
     cspan: 61736
     icpsr: 21504
+    votesmart: 69477
   name:
     first: Mark
     last: DeSaulnier
@@ -37457,6 +37460,7 @@
     ballotpedia: Stephen Knight
     cspan: 76118
     icpsr: 21505
+    votesmart: 71098
   name:
     first: Steve
     last: Knight
@@ -37544,6 +37548,8 @@
     google_entity_id: kg:/m/0f3y2w
     cspan: 28076
     icpsr: 21507
+    votesmart: 1516
+    ballotpedia: Ted Lieu
   name:
     first: Ted
     last: Lieu
@@ -37588,6 +37594,7 @@
     google_entity_id: kg:/m/03wd1hs
     cspan: 76129
     icpsr: 21508
+    votesmart: 71284
   name:
     first: Norma
     last: Torres
@@ -37632,6 +37639,7 @@
     google_entity_id: kg:/m/077r0l
     cspan: 76141
     icpsr: 21509
+    votesmart: 29346
   name:
     first: Mimi
     last: Walters
@@ -37982,6 +37990,7 @@
     google_entity_id: kg:/m/0127pc92
     cspan: 76211
     icpsr: 21521
+    votesmart: 155218
   name:
     first: David
     last: Young
@@ -38023,6 +38032,7 @@
     google_entity_id: kg:/m/0kry42
     cspan: 76176
     icpsr: 21519
+    votesmart: 6302
   name:
     first: Mike
     last: Bost
@@ -38201,6 +38211,7 @@
     google_entity_id: kg:/m/0hrbhmw
     cspan: 76253
     icpsr: 21524
+    votesmart: 120909
   name:
     first: Bruce
     last: Poliquin
@@ -38641,6 +38652,7 @@
     google_entity_id: kg:/m/03h4jcq
     cspan: 61616
     icpsr: 21539
+    votesmart: 110252
   name:
     first: Lee
     last: Zeldin
@@ -38818,6 +38830,7 @@
     google_entity_id: kg:/m/0ndnv6f
     cspan: 77286
     icpsr: 21546
+    votesmart: 106528
   name:
     first: Steve
     last: Russell
@@ -39345,6 +39358,7 @@
     google_entity_id: kg:/m/02qqy78
     cspan: 76588
     icpsr: 21557
+    votesmart: 145943
   name:
     first: Alex
     last: Mooney
@@ -40347,7 +40361,7 @@
 - id:
     bioguide: B001302
     govtrack: 412683
-    wikipedia: Andy Biggs (politician)
+    wikipedia: Andy Biggs
     wikidata: Q16199304
     votesmart: 28088
     fec:
@@ -41222,7 +41236,7 @@
 - id:
     bioguide: L000587
     govtrack: 412711
-    wikipedia: Jason Lewis (congressman)
+    wikipedia: Jason Lewis (Minnesota politician)
     wikidata: Q6162964
     votesmart: 171558
     google_entity_id: kg:/m/0fx5rd
diff --git a/legislators-historical.yaml b/legislators-historical.yaml
index 6d4163f7f..9d2c8f99e 100644
--- a/legislators-historical.yaml
+++ b/legislators-historical.yaml
@@ -842,7 +842,7 @@
     govtrack: 409071
     icpsr: 7762
     house_history: 20195
-    wikipedia: George Read (U.S. statesman)
+    wikipedia: George Read (American politician, born 1733)
     wikidata: Q471303
     google_entity_id: kg:/m/01mrhw
   name:
@@ -3594,7 +3594,7 @@
     bioguide: B000991
     govtrack: 401943
     icpsr: 1176
-    wikipedia: Nathan Bryan
+    wikipedia: Nathan Bryan (North Carolina politician)
     house_history: 10055
     wikidata: Q1563170
     google_entity_id: kg:/m/04f9l2
@@ -5077,7 +5077,7 @@
     bioguide: E000257
     govtrack: 412146
     icpsr: 3021
-    wikipedia: Thomas Evans (congressman)
+    wikipedia: Thomas Evans (Virginia politician)
     house_history: 12917
     wikidata: Q2423731
     google_entity_id: kg:/m/07wkyn
@@ -6504,7 +6504,7 @@
     bioguide: G000428
     govtrack: 404776
     house_history: 14108
-    wikipedia: Thomas M. Green, Jr.
+    wikipedia: Thomas M. Green Jr.
     wikidata: Q2425959
     google_entity_id: kg:/m/04gqgf0
   name:
@@ -7058,7 +7058,7 @@
     bioguide: R000553
     govtrack: 409509
     icpsr: 8153
-    wikipedia: John Rutledge, Jr.
+    wikipedia: John Rutledge Jr.
     house_history: 20761
     wikidata: Q1701634
     google_entity_id: kg:/m/0265r3z
@@ -7172,7 +7172,7 @@
     bioguide: S000752
     govtrack: 412180
     icpsr: 8810
-    wikipedia: Richard Sprigg, Jr.
+    wikipedia: Richard Sprigg Jr.
     house_history: 22067
     wikidata: Q576826
     google_entity_id: kg:/m/0b42mb
@@ -7700,6 +7700,7 @@
     house_history: 12132
     wikipedia: John Dennis (1771–1806)
     wikidata: Q2695487
+    google_entity_id: kg:/m/0cszwl
   name:
     first: John
     last: Dennis
@@ -7779,7 +7780,7 @@
     govtrack: 412152
     icpsr: 3594
     house_history: 13812
-    wikipedia: James Gillespie
+    wikipedia: James Gillespie (politician)
     wikidata: Q974466
     google_entity_id: kg:/m/04glyk
   name:
@@ -9505,7 +9506,7 @@
     bioguide: H000811
     govtrack: 405659
     icpsr: 4600
-    wikipedia: David Hough (New Hampshire)
+    wikipedia: David Hough (politician)
     house_history: 15285
     wikidata: Q1174770
     google_entity_id: kg:/m/02rkypv
@@ -11686,7 +11687,7 @@
     govtrack: 410046
     icpsr: 8647
     house_history: 21836
-    wikipedia: John Smith (New York politician born 1752)
+    wikipedia: John Smith (New York politician, born 1752)
     wikidata: Q1701775
     google_entity_id: kg:/m/06799f
   name:
@@ -12396,6 +12397,7 @@
     house_history: 10558
     wikipedia: John Campbell (1765–1828)
     wikidata: Q250337
+    google_entity_id: kg:/m/0261kmp
   name:
     first: John
     last: Campbell
@@ -13848,6 +13850,7 @@
     wikipedia: John Thompson (1749–1823)
     house_history: 22884
     wikidata: Q868823
+    google_entity_id: kg:/m/0266hsj
   name:
     first: John
     last: Thompson
@@ -14411,6 +14414,7 @@
     wikipedia: William Butler (1759–1821)
     house_history: 10310
     wikidata: Q1549279
+    google_entity_id: kg:/m/0265r71
   name:
     first: William
     last: Butler
@@ -15681,7 +15685,7 @@
     bioguide: S001052
     govtrack: 410506
     icpsr: 9067
-    wikipedia: George Sullivan (New Hampshire)
+    wikipedia: George Sullivan (New Hampshire politician)
     house_history: 22438
     wikidata: Q1376054
     google_entity_id: kg:/m/02rr6k4
@@ -21576,7 +21580,7 @@
 - id:
     bioguide: S000862
     govtrack: 412106
-    wikipedia: Benjamin Stephenson
+    wikipedia: Benjamin Stephenson (politician)
     house_history: 22205
     wikidata: Q817696
     google_entity_id: kg:/m/09jn0g
@@ -23850,7 +23854,7 @@
     govtrack: 408402
     icpsr: 7131
     house_history: 19252
-    wikipedia: James Owen (American statesman)
+    wikipedia: James Owen (American politician)
     wikidata: Q1680925
     google_entity_id: kg:/m/0bqpgd
   name:
@@ -24320,7 +24324,7 @@
     bioguide: S000727
     govtrack: 410196
     icpsr: 8787
-    wikipedia: John C. Spencer
+    wikipedia: John Canfield Spencer
     house_history: 22035
     wikidata: Q1381825
     google_entity_id: kg:/m/020h8r
@@ -24455,7 +24459,7 @@
     bioguide: T000031
     govtrack: 410620
     icpsr: 9171
-    wikipedia: James Tallmadge, Jr.
+    wikipedia: James Tallmadge Jr.
     house_history: 22671
     wikidata: Q1171061
     google_entity_id: kg:/m/0200r9
@@ -24842,7 +24846,7 @@
     govtrack: 400857
     icpsr: 179
     house_history: 8586
-    wikipedia: Richard Clough Anderson, Jr.
+    wikipedia: Richard Clough Anderson Jr.
     wikidata: Q2149242
     google_entity_id: kg:/m/07jm8p
   name:
@@ -25003,7 +25007,7 @@
     bioguide: B000921
     govtrack: 401876
     icpsr: 1111
-    wikipedia: James Brown (Louisiana)
+    wikipedia: James Brown (Louisiana politician)
     wikidata: Q1592759
     google_entity_id: kg:/m/04r1w2
   name:
@@ -27920,7 +27924,7 @@
     bioguide: B000641
     govtrack: 401606
     icpsr: 864
-    wikipedia: Charles Borland, Jr.
+    wikipedia: Charles Borland Jr.
     house_history: 9612
     wikidata: Q892029
     google_entity_id: kg:/m/02rkmtv
@@ -31223,7 +31227,7 @@
     bioguide: P000394
     govtrack: 408788
     icpsr: 7494
-    wikipedia: William Plumer, Jr.
+    wikipedia: William Plumer Jr.
     house_history: 19765
     wikidata: Q1495084
     google_entity_id: kg:/m/02rj_xj
@@ -32195,6 +32199,7 @@
     wikipedia: Isaac Wilson (1780–1848)
     house_history: 23914
     wikidata: Q6077328
+    google_entity_id: kg:/m/02rkqys
   name:
     first: Isaac
     last: Wilson
@@ -37525,7 +37530,7 @@
     bioguide: W000345
     govtrack: 411507
     icpsr: 9999
-    wikipedia: Thomas Whipple, Jr.
+    wikipedia: Thomas Whipple Jr.
     house_history: 23627
     wikidata: Q475751
     google_entity_id: kg:/m/02rk09y
@@ -41763,7 +41768,7 @@
     bioguide: C000902
     govtrack: 403014
     icpsr: 2172
-    wikipedia: William Creighton, Jr.
+    wikipedia: William Creighton Jr.
     house_history: 11583
     wikidata: Q250272
     google_entity_id: kg:/m/0d7qm5
@@ -42467,7 +42472,7 @@
     bioguide: H000694
     govtrack: 405547
     icpsr: 4497
-    wikipedia: William Hogan (New York)
+    wikipedia: William Hogan (New York politician)
     house_history: 15142
     wikidata: Q4308787
     google_entity_id: kg:/m/03cwbzv
@@ -53326,6 +53331,7 @@
     house_history: 19329
     wikipedia: John Palmer (1785–1840)
     wikidata: Q2272058
+    google_entity_id: kg:/m/06fl8p
   name:
     first: John
     last: Palmer
@@ -57515,7 +57521,7 @@
     bioguide: T000221
     govtrack: 410800
     icpsr: 9342
-    wikipedia: Waddy Thompson, Jr.
+    wikipedia: Waddy Thompson Jr.
     house_history: 22904
     wikidata: Q2538676
     google_entity_id: kg:/m/02ry1yx
@@ -58672,6 +58678,7 @@
     wikipedia: William Butler (1790–1850)
     house_history: 10311
     wikidata: Q2578175
+    google_entity_id: kg:/m/02vycf4
   name:
     first: William
     last: Butler
@@ -60642,7 +60649,7 @@
     bioguide: M000219
     govtrack: 407237
     icpsr: 6056
-    wikipedia: John Thomson Mason, Jr.
+    wikipedia: John Thomson Mason Jr.
     house_history: 17593
     wikidata: Q1574867
     google_entity_id: kg:/m/09jvyl
@@ -64012,7 +64019,7 @@
     bioguide: C000090
     govtrack: 412024
     icpsr: 1456
-    wikipedia: John Campbell (1795–1845)
+    wikipedia: John Campbell (South Carolina politician)
     house_history: 10557
     wikidata: Q1699536
     google_entity_id: kg:/m/02x409y
@@ -75754,7 +75761,7 @@
     bioguide: H000880
     govtrack: 405726
     icpsr: 4664
-    wikipedia: David Hubbard
+    wikipedia: David Hubbard (politician)
     house_history: 15372
     wikidata: Q1174781
     google_entity_id: kg:/m/02rk1hd
@@ -77562,7 +77569,7 @@
     bioguide: V000035
     govtrack: 411080
     icpsr: 9611
-    wikipedia: John Van Dyke
+    wikipedia: John Van Dyke (politician)
     house_history: 20919
     wikidata: Q1702000
     google_entity_id: kg:/m/0c62wb
@@ -79968,7 +79975,7 @@
     bioguide: H000855
     govtrack: 405702
     icpsr: 4641
-    wikipedia: Thomas Y. Howe, Jr.
+    wikipedia: Thomas Y. Howe Jr.
     house_history: 15343
     wikidata: Q7795367
     google_entity_id: kg:/m/02rkxdk
@@ -81755,6 +81762,7 @@
     wikipedia: John Wells (1817–77)
     house_history: 23560
     wikidata: Q3408719
+    google_entity_id: kg:/m/03cnsgm
   name:
     first: John
     last: Wells
@@ -82384,7 +82392,7 @@
     bioguide: B000193
     govtrack: 401192
     icpsr: 479
-    wikipedia: William T. S. Barry
+    wikipedia: William S. Barry
     house_history: 9021
     wikidata: Q1310357
     google_entity_id: kg:/m/02rtr0w
@@ -86018,7 +86026,7 @@
     bioguide: A000063
     govtrack: 400723
     icpsr: 53
-    wikipedia: William Aiken, Jr.
+    wikipedia: William Aiken Jr.
     house_history: 8343
     wikidata: Q889421
     google_entity_id: kg:/m/05m6yf
@@ -86512,7 +86520,7 @@
     bioguide: C000094
     govtrack: 402249
     icpsr: 1459
-    wikipedia: John P. Campbell, Jr.
+    wikipedia: John P. Campbell Jr.
     house_history: 10561
     wikidata: Q1701286
     google_entity_id: kg:/m/02rhkf_
@@ -86556,7 +86564,7 @@
     bioguide: C000353
     govtrack: 402492
     icpsr: 1691
-    wikipedia: Thomas Child, Jr.
+    wikipedia: Thomas Child Jr.
     house_history: 10897
     wikidata: Q1193423
     google_entity_id: kg:/m/02rkx0j
@@ -88926,7 +88934,7 @@
     bioguide: W000281
     govtrack: 411446
     icpsr: 9941
-    wikipedia: Daniel Wells, Jr.
+    wikipedia: Daniel Wells Jr.
     house_history: 23556
     wikidata: Q938432
     google_entity_id: kg:/m/02vrqv4
@@ -92747,6 +92755,7 @@
     wikipedia: John Thompson (1809–90)
     house_history: 22885
     wikidata: Q868832
+    google_entity_id: kg:/m/02rqbv4
   name:
     first: John
     last: Thompson
@@ -93070,7 +93079,7 @@
     bioguide: C000348
     govtrack: 402487
     icpsr: 1686
-    wikipedia: James Chesnut, Jr.
+    wikipedia: James Chesnut Jr.
     wikidata: Q1680158
     google_entity_id: kg:/m/09lvq5
   name:
@@ -97713,7 +97722,7 @@
     govtrack: 411346
     icpsr: 9851
     house_history: 23415
-    wikipedia: Israel Washburn, Jr.
+    wikipedia: Israel Washburn Jr.
     wikidata: Q433008
     google_entity_id: kg:/m/07rlbc
   name:
@@ -97828,7 +97837,7 @@
     bioguide: W000589
     govtrack: 411746
     icpsr: 10231
-    wikipedia: James Wilson (Indiana)
+    wikipedia: James Wilson (Indiana politician)
     house_history: 23917
     wikidata: Q1265712
     google_entity_id: kg:/m/02w2zzy
@@ -116849,6 +116858,7 @@
     wikipedia: John A. Peters (1822–1904)
     house_history: 19588
     wikidata: Q1699075
+    google_entity_id: kg:/m/02ry2db
   name:
     first: John
     middle: Andrew
@@ -117830,7 +117840,7 @@
     bioguide: W000544
     govtrack: 411702
     icpsr: 10187
-    wikipedia: William Williams (New York)
+    wikipedia: William Williams (New York politician)
     house_history: 23860
     wikidata: Q8020383
     google_entity_id: kg:/m/02rl1r3
@@ -118637,7 +118647,7 @@
     bioguide: C000421
     govtrack: 402560
     icpsr: 1753
-    wikipedia: Amos Clark, Jr.
+    wikipedia: Amos Clark Jr.
     house_history: 10978
     wikidata: Q183577
     google_entity_id: kg:/m/02rw_hg
@@ -121328,7 +121338,7 @@
     bioguide: P000380
     govtrack: 408774
     icpsr: 7480
-    wikipedia: James H. Platt, Jr.
+    wikipedia: James H. Platt Jr.
     house_history: 19749
     wikidata: Q1680497
     google_entity_id: kg:/m/02rtnt_
@@ -122850,7 +122860,7 @@
     bioguide: W000545
     govtrack: 411701
     icpsr: 10188
-    wikipedia: William Williams (Indiana)
+    wikipedia: William Williams (Indiana politician)
     house_history: 23861
     wikidata: Q1436876
     google_entity_id: kg:/m/02rl1qs
@@ -127686,7 +127696,7 @@
     bioguide: B001174
     govtrack: 402116
     icpsr: 1335
-    wikipedia: Benjamin Butler (politician)
+    wikipedia: Benjamin Butler
     house_history: 10287
     wikidata: Q817488
     google_entity_id: kg:/m/036ncz
@@ -128034,7 +128044,7 @@
     bioguide: D000103
     govtrack: 403239
     icpsr: 2384
-    wikipedia: Henry G. Davis
+    wikipedia: Henry Gassaway Davis
     wikidata: Q441518
     google_entity_id: kg:/m/03wd4j
   name:
@@ -131097,7 +131107,7 @@
     bioguide: B000120
     govtrack: 401121
     icpsr: 413
-    wikipedia: Hiram Barber, Jr.
+    wikipedia: Hiram Barber Jr.
     house_history: 8926
     wikidata: Q4419865
     google_entity_id: kg:/m/02rk9xx
@@ -133610,7 +133620,7 @@
     bioguide: S000362
     govtrack: 412130
     icpsr: 8470
-    wikipedia: James Shields (politician, born 1810)
+    wikipedia: James Shields (politician, born 1806)
     wikidata: Q923522
     google_entity_id: kg:/m/01lz7x
   name:
@@ -139081,7 +139091,7 @@
     bioguide: B000485
     govtrack: 401466
     icpsr: 730
-    wikipedia: Horatio Bisbee, Jr.
+    wikipedia: Horatio Bisbee Jr.
     house_history: 9404
     wikidata: Q238626
     google_entity_id: kg:/m/02rhhnj
@@ -140403,7 +140413,7 @@
     bioguide: H000181
     govtrack: 405062
     icpsr: 4049
-    wikipedia: Thomas Hardeman, Jr.
+    wikipedia: Thomas Hardeman Jr.
     house_history: 14510
     wikidata: Q2424524
     google_entity_id: kg:/m/027crr7
@@ -142680,7 +142690,7 @@
     bioguide: T000212
     govtrack: 410791
     icpsr: 9334
-    wikipedia: Philip B. Thompson, Jr.
+    wikipedia: Philip B. Thompson Jr.
     house_history: 22893
     wikidata: Q2086047
     google_entity_id: kg:/m/02rjy0q
@@ -143240,7 +143250,7 @@
     govtrack: 409816
     icpsr: 8429
     house_history: 21532
-    wikipedia: William Paine Sheffield, Sr.
+    wikipedia: William Paine Sheffield Sr.
     wikidata: Q1429477
     google_entity_id: kg:/m/0d2rs0
   name:
@@ -143363,7 +143373,7 @@
     bioguide: A000301
     govtrack: 400943
     icpsr: 253
-    wikipedia: John Arnot, Jr.
+    wikipedia: John Arnot Jr.
     house_history: 8679
     wikidata: Q6219444
     google_entity_id: kg:/m/02rkr_p
@@ -149779,6 +149789,7 @@
     wikipedia: John Patton (1823–97)
     house_history: 19446
     wikidata: Q6252149
+    google_entity_id: kg:/m/03ks9g
   name:
     first: John
     last: Patton
@@ -155241,9 +155252,10 @@
     bioguide: R000399
     govtrack: 409366
     icpsr: 8030
-    wikipedia: John H. Rogers (Arkansas politician)
+    wikipedia: John Henry Rogers
     house_history: 20578
     wikidata: Q1700330
+    google_entity_id: kg:/m/02rhk5r
   name:
     first: John
     middle: Henry
@@ -155674,7 +155686,7 @@
     bioguide: S000933
     govtrack: 410392
     icpsr: 8958
-    wikipedia: Henry Stockbridge, Jr.
+    wikipedia: Henry Stockbridge Jr.
     house_history: 22291
     wikidata: Q1457733
     google_entity_id: kg:/m/02rhhgp
@@ -156066,7 +156078,7 @@
     bioguide: W000003
     govtrack: 411182
     icpsr: 9696
-    wikipedia: Edmund Waddill, Jr.
+    wikipedia: Edmund Waddill Jr.
     house_history: 23223
     wikidata: Q1286933
     google_entity_id: kg:/m/05p07th
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+    wikipedia: Allan C. Durborow Jr.
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     wikidata: Q4476222
     google_entity_id: kg:/m/02rk8th
@@ -173861,7 +173873,7 @@
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     govtrack: 407431
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-    wikipedia: Thomas McEwan, Jr.
+    wikipedia: Thomas McEwan Jr.
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     google_entity_id: kg:/m/02x2k5k
@@ -181365,7 +181377,7 @@
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     govtrack: 407392
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-    wikipedia: Philip D. McCulloch, Jr.
+    wikipedia: Philip D. McCulloch Jr.
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     wikidata: Q1451039
     google_entity_id: kg:/m/02rjy11
@@ -185561,7 +185573,7 @@
     bioguide: M000957
     govtrack: 407925
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-    wikipedia: Stephen Morgan
+    wikipedia: Stephen Morgan (U.S. politician)
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     wikidata: Q7610028
     google_entity_id: kg:/m/02rm4vx
@@ -197911,7 +197923,7 @@
 - id:
     bioguide: L000102
     govtrack: 406609
-    wikipedia: Tulio Larrinaga
+    wikipedia: Tulio Larrínaga
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     wikidata: Q1287691
     google_entity_id: kg:/m/02rk0f0
@@ -198904,7 +198916,7 @@
     bioguide: P000088
     govtrack: 408498
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-    wikipedia: Herbert Parsons
+    wikipedia: Herbert Parsons (New York politician)
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     wikidata: Q2597856
     google_entity_id: kg:/m/02rkzb3
@@ -199408,7 +199420,7 @@
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     govtrack: 409817
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-    wikipedia: William Paine Sheffield, Jr.
+    wikipedia: William Paine Sheffield Jr.
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     wikidata: Q2580204
     google_entity_id: kg:/m/0d4xdy
@@ -200275,7 +200287,7 @@
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     govtrack: 411638
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-    wikipedia: William Willett, Jr.
+    wikipedia: William Willett Jr.
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     wikidata: Q2808000
     google_entity_id: kg:/m/02rkydx
@@ -206490,7 +206502,7 @@
     bioguide: G000514
     govtrack: 404859
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-    wikipedia: James M. Gudger, Jr.
+    wikipedia: James M. Gudger Jr.
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     wikidata: Q1680740
     google_entity_id: kg:/m/02vn_n6
@@ -209257,7 +209269,7 @@
     bioguide: T000439
     govtrack: 411007
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-    wikipedia: William E. Tuttle, Jr.
+    wikipedia: William E. Tuttle Jr.
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     wikidata: Q1645378
     google_entity_id: kg:/m/02x12y2
@@ -211545,7 +211557,7 @@
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-    wikipedia: William Kent (U.S. Congressman)
+    wikipedia: William Kent (American politician)
     wikidata: Q1758991
     google_entity_id: kg:/m/06fpg4
   name:
@@ -212241,7 +212253,7 @@
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     govtrack: 408004
     icpsr: 6758
-    wikipedia: Ralph W. Moss (U.S. Representative)
+    wikipedia: Ralph W. Moss (politician)
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     wikidata: Q1435469
     google_entity_id: kg:/m/02rkhjp
@@ -214800,7 +214812,7 @@
     govtrack: 403455
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-    wikipedia: Martin Dies, Sr.
+    wikipedia: Martin Dies Sr.
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     google_entity_id: kg:/m/06qj6b
   name:
@@ -229242,7 +229254,7 @@
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     govtrack: 401246
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-    wikipedia: Thomas F. Bayard, Jr.
+    wikipedia: Thomas F. Bayard Jr.
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     google_entity_id: kg:/m/06vw0f
   name:
@@ -234297,7 +234309,7 @@
     bioguide: P000114
     govtrack: 408522
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-    wikipedia: Francis F. Patterson, Jr.
+    wikipedia: Francis F. Patterson Jr.
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     google_entity_id: kg:/m/02rz8q7
@@ -236459,7 +236471,7 @@
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     govtrack: 402781
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-    wikipedia: George H. Combs, Jr.
+    wikipedia: George H. Combs Jr.
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     google_entity_id: kg:/m/02rz6dp
@@ -240763,7 +240775,7 @@
 - id:
     bioguide: G000001
     govtrack: 404378
-    wikipedia: Isauro Gabaldon
+    wikipedia: Isauro Gabaldón
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     wikidata: Q2793422
     google_entity_id: kg:/m/0ckl3q
@@ -246187,7 +246199,7 @@
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     govtrack: 403108
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-    wikipedia: Charles F. Curry, Jr.
+    wikipedia: Charles F. Curry Jr.
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     wikidata: Q1064307
     google_entity_id: kg:/m/02rl0mb
@@ -247944,7 +247956,7 @@
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     icpsr: 3955
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-    wikipedia: Thomas Hall (politician)
+    wikipedia: Thomas Hall (North Dakota politician)
     wikidata: Q1664202
     google_entity_id: kg:/m/027nkpt
   name:
@@ -259347,7 +259359,7 @@
     bioguide: B001217
     govtrack: 402156
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-    wikipedia: Joseph W. Byrns Sr.
+    wikipedia: Jo Byrns
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     wikidata: Q965009
     google_entity_id: kg:/m/036699
@@ -260914,7 +260926,7 @@
     bioguide: H000749
     govtrack: 405600
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-    wikipedia: Rush D. Holt Sr.
+    wikipedia: Rush Holt Sr.
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     google_entity_id: kg:/m/04xcpg
   name:
@@ -262443,7 +262455,7 @@
     bioguide: T000335
     govtrack: 410906
     icpsr: 9439
-    wikipedia: John G. Townsend, Jr.
+    wikipedia: John G. Townsend Jr.
     wikidata: Q434691
     google_entity_id: kg:/m/06vw4r
   name:
@@ -265850,7 +265862,7 @@
     bioguide: M000064
     govtrack: 407092
     icpsr: 5923
-    wikipedia: Gabriel H. Mahon, Jr.
+    wikipedia: Gabriel H. Mahon Jr.
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     wikidata: Q1489280
     google_entity_id: kg:/m/02vrp2d
@@ -268267,7 +268279,7 @@
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     govtrack: 402288
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-    wikipedia: Hattie Caraway
+    wikipedia: Hattie Wyatt Caraway
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     wikidata: Q1027455
     google_entity_id: kg:/m/01rgnt
@@ -269422,7 +269434,7 @@
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     govtrack: 405243
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-    wikipedia: Charles Hawks, Jr.
+    wikipedia: Charles Hawks Jr.
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     wikidata: Q1064761
     google_entity_id: kg:/m/026rqgc
@@ -274658,7 +274670,7 @@
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     govtrack: 407781
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-    wikipedia: Arthur W. Mitchell
+    wikipedia: Arthur Wergs Mitchell
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     wikidata: Q711835
     google_entity_id: kg:/m/03_twv
@@ -275064,7 +275076,7 @@
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     icpsr: 7485
     house_history: 19755
-    wikipedia: Vance Plauche
+    wikipedia: Vance Plauché
     wikidata: Q1479745
     google_entity_id: kg:/m/0ktcct
   name:
@@ -282338,7 +282350,7 @@
     bioguide: J000150
     govtrack: 406048
     icpsr: 4970
-    wikipedia: Jed Johnson (Oklahoma)
+    wikipedia: Jed Johnson (Oklahoma politician)
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     wikidata: Q1630344
     google_entity_id: kg:/m/04054b
@@ -285685,7 +285697,7 @@
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     icpsr: 144
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-    wikipedia: James Lindsay Almond Jr.
+    wikipedia: J. Lindsay Almond
     wikidata: Q777975
     google_entity_id: kg:/m/04hsqf
   name:
@@ -288923,7 +288935,7 @@
     bioguide: M000233
     govtrack: 407251
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-    wikipedia: Frank A. Mathews, Jr.
+    wikipedia: Frank A. Mathews Jr.
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     wikidata: Q1442844
     google_entity_id: kg:/m/02vq0rq
@@ -290275,7 +290287,7 @@
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     govtrack: 411118
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-    wikipedia: Arthur H. Vandenberg
+    wikipedia: Arthur Vandenberg
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     google_entity_id: kg:/m/01y6mp
   name:
@@ -294131,7 +294143,7 @@
     bioguide: C000506
     govtrack: 402642
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-    wikipedia: Earle C. Clements
+    wikipedia: Earle Clements
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     wikidata: Q361373
     google_entity_id: kg:/m/08gpcj
@@ -297643,7 +297655,7 @@
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     govtrack: 409953
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-    wikipedia: Edward L. Sittler, Jr.
+    wikipedia: Edward L. Sittler Jr.
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     wikidata: Q5344030
     google_entity_id: kg:/m/0dp7vf
@@ -300189,7 +300201,7 @@
     bioguide: L000525
     govtrack: 407009
     icpsr: 5847
-    wikipedia: John E. Lyle, Jr.
+    wikipedia: John E. Lyle Jr.
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     wikidata: Q1699892
     google_entity_id: kg:/m/03c2zzz
@@ -300993,7 +301005,7 @@
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-    wikipedia: Herbert B. Warburton
+    wikipedia: Herbert Warburton
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     google_entity_id: kg:/m/025xklk
   name:
@@ -301175,7 +301187,7 @@
     govtrack: 411811
     icpsr: 10294
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-    wikipedia: Garrett L. Withers
+    wikipedia: Garrett Withers
     wikidata: Q1411163
     google_entity_id: kg:/m/08h0jk
   name:
@@ -304044,7 +304056,7 @@
     bioguide: L000025
     govtrack: 406535
     icpsr: 5411
-    wikipedia: William R. Laird, III
+    wikipedia: William R. Laird III
     wikidata: Q2580324
     google_entity_id: kg:/m/0cxds6
   name:
@@ -304066,7 +304078,7 @@
     bioguide: R000167
     govtrack: 409144
     icpsr: 7826
-    wikipedia: W. Chapman Revercomb
+    wikipedia: Chapman Revercomb
     wikidata: Q2536669
     google_entity_id: kg:/m/05ff0d
   name:
@@ -305374,7 +305386,7 @@
     bioguide: D000338
     govtrack: 403456
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-    wikipedia: Martin Dies, Jr.
+    wikipedia: Martin Dies Jr.
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     wikidata: Q1903625
     google_entity_id: kg:/m/03s76b
@@ -307009,7 +307021,7 @@
     bioguide: M000274
     govtrack: 407292
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-    wikipedia: Edwin H. May, Jr.
+    wikipedia: Edwin H. May Jr.
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     wikidata: Q1294630
     google_entity_id: kg:/m/02rhfsq
@@ -307703,7 +307715,7 @@
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     icpsr: 7997
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-    wikipedia: John M. Robsion, Jr.
+    wikipedia: John M. Robsion Jr.
     wikidata: Q1700970
     google_entity_id: kg:/m/08ppb3
   name:
@@ -314438,7 +314450,7 @@
     bioguide: M000020
     govtrack: 407048
     icpsr: 5884
-    wikipedia: Peter F. Mack, Jr.
+    wikipedia: Peter F. Mack Jr.
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     wikidata: Q7173908
     google_entity_id: kg:/m/02rkc8x
@@ -314819,7 +314831,7 @@
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     govtrack: 407597
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-    wikipedia: Walter Lewis McVey, Jr.
+    wikipedia: Walter Lewis McVey Jr.
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     wikidata: Q2545377
     google_entity_id: kg:/m/02rm9v2
@@ -316146,7 +316158,7 @@
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-    wikipedia: Horace Seely-Brown, Jr.
+    wikipedia: Horace Seely-Brown Jr.
     wikidata: Q1627908
     google_entity_id: kg:/m/092_2w
   name:
@@ -316812,7 +316824,7 @@
     bioguide: S000434
     govtrack: 409928
     icpsr: 10820
-    wikipedia: Milward L. Simpson
+    wikipedia: Milward Simpson
     wikidata: Q881641
     google_entity_id: kg:/m/08cchp
   name:
@@ -319394,7 +319406,7 @@
     govtrack: 405750
     icpsr: 4686
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-    wikipedia: George Huddleston, Jr.
+    wikipedia: George Huddleston Jr.
     wikidata: Q277304
     google_entity_id: kg:/m/02ql1ty
   name:
@@ -320763,7 +320775,7 @@
     bioguide: O000120
     govtrack: 408375
     icpsr: 7101
-    wikipedia: Frank C. Osmers, Jr.
+    wikipedia: Frank C. Osmers Jr.
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     wikidata: Q1443035
     google_entity_id: kg:/m/02rysv7
@@ -322793,7 +322805,7 @@
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     govtrack: 401094
     icpsr: 387
-    wikipedia: John F. Baldwin, Jr.
+    wikipedia: John F. Baldwin Jr.
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     wikidata: Q1700005
     google_entity_id: kg:/m/02rhj_6
@@ -325073,7 +325085,7 @@
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     icpsr: 6224
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-    wikipedia: Harris B. McDowell Jr.
+    wikipedia: Harris McDowell
     wikidata: Q651271
     google_entity_id: kg:/m/0b2bpy
   name:
@@ -327612,7 +327624,7 @@
     govtrack: 404429
     icpsr: 11018
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-    wikipedia: James Carson Gardner
+    wikipedia: Jim Gardner (politician)
     wikidata: Q1680141
     google_entity_id: kg:/m/0272hl9
   name:
@@ -327857,7 +327869,7 @@
     bioguide: H000197
     govtrack: 405078
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-    wikipedia: Porter Hardy, Jr.
+    wikipedia: Porter Hardy Jr.
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     wikidata: Q2105061
     google_entity_id: kg:/m/02vp0c7
@@ -327966,7 +327978,7 @@
     bioguide: H000278
     govtrack: 405154
     icpsr: 4139
-    wikipedia: William H. Harrison (Wyoming Congressman)
+    wikipedia: William H. Harrison (Wyoming politician)
     house_history: 14626
     wikidata: Q1301825
     google_entity_id: kg:/m/0911_t
@@ -330453,7 +330465,7 @@
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     govtrack: 402941
     icpsr: 11010
-    wikipedia: William O. Cowger
+    wikipedia: William Cowger
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     wikidata: Q2580151
     google_entity_id: kg:/m/08pnj8
@@ -335040,7 +335052,7 @@
     bioguide: C000997
     govtrack: 403104
     icpsr: 13051
-    wikipedia: William P. Curlin, Jr.
+    wikipedia: William P. Curlin Jr.
     house_history: 11699
     wikidata: Q635447
     google_entity_id: kg:/m/02rj_w4
@@ -344732,7 +344744,7 @@
     thomas: '00073'
     govtrack: 401322
     icpsr: 10505
-    wikipedia: Alphonzo E. Bell, Jr.
+    wikipedia: Alphonzo E. Bell Jr.
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     wikidata: Q120699
     google_entity_id: kg:/m/0b_468
@@ -345676,7 +345688,7 @@
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-    wikipedia: William J. Green, III
+    wikipedia: William J. Green III
     wikidata: Q8013227
     google_entity_id: kg:/m/047wpm
   name:
@@ -346820,7 +346832,7 @@
     thomas: '00610'
     govtrack: 406141
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-    wikipedia: Robert E. Jones, Jr.
+    wikipedia: Robert E. Jones Jr.
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     wikidata: Q174690
     google_entity_id: kg:/m/02qgx09
@@ -348483,7 +348495,7 @@
     thomas: '01422'
     govtrack: 409167
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-    wikipedia: Abraham A. Ribicoff
+    wikipedia: Abraham Ribicoff
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     wikidata: Q323417
     google_entity_id: kg:/m/03gsnd
@@ -349191,7 +349203,7 @@
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     icpsr: 10631
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-    wikipedia: Burt L. Talcott
+    wikipedia: Burt Talcott
     wikidata: Q1017083
     google_entity_id: kg:/m/0fd9h0
   name:
@@ -349495,7 +349507,7 @@
     govtrack: 403617
     icpsr: 13014
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-    wikipedia: Pierre S. du Pont IV
+    wikipedia: Pete du Pont
     wikidata: Q163957
     google_entity_id: kg:/m/01fnfc
   name:
@@ -350854,7 +350866,7 @@
     thomas: '00394'
     govtrack: 404184
     icpsr: 3242
-    wikipedia: John James Flynt Jr.
+    wikipedia: Jack Flynt
     house_history: 13259
     wikidata: Q1700604
     google_entity_id: kg:/m/0ksgv_
@@ -353010,7 +353022,7 @@
     thomas: '01056'
     govtrack: 409900
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-    wikipedia: Robert L. F. Sikes
+    wikipedia: Bob Sikes
     house_history: 21643
     wikidata: Q1716860
     google_entity_id: kg:/m/02rjyq0
@@ -353142,7 +353154,7 @@
     govtrack: 409946
     icpsr: 8549
     house_history: 21704
-    wikipedia: Bernice F. Sisk
+    wikipedia: B. F. Sisk
     wikidata: Q826515
     google_entity_id: kg:/m/0655xb
   name:
@@ -354491,7 +354503,7 @@
     govtrack: 401958
     icpsr: 10706
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-    wikipedia: John Hall Buchanan, Jr.
+    wikipedia: John Hall Buchanan Jr.
     wikidata: Q999881
     google_entity_id: kg:/m/02qj8c1
   name:
@@ -358719,7 +358731,7 @@
     govtrack: 401034
     icpsr: 14003
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-    wikipedia: Louis A. Bafalis
+    wikipedia: Skip Bafalis
     wikidata: Q1350106
     google_entity_id: kg:/m/02pz0hx
   name:
@@ -359804,7 +359816,7 @@
     thomas: '00244'
     govtrack: 402962
     icpsr: 14807
-    wikipedia: James K. Coyne, III
+    wikipedia: James K. Coyne III
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     wikidata: Q6137047
     google_entity_id: kg:/m/0dlwhz
@@ -360389,7 +360401,7 @@
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     icpsr: 14417
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-    wikipedia: Thomas B. Evans, Jr.
+    wikipedia: Tom Evans (Delaware politician)
     wikidata: Q2422171
     google_entity_id: kg:/m/06t6k4
   name:
@@ -361255,7 +361267,7 @@
     thomas: '00605'
     govtrack: 406095
     icpsr: 14836
-    wikipedia: Walter E. Johnston, III
+    wikipedia: Walter E. Johnston III
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     wikidata: Q2544053
     google_entity_id: kg:/m/03c01z1
@@ -362361,7 +362373,7 @@
     thomas: '00967'
     govtrack: 409279
     icpsr: 14851
-    wikipedia: Clint Roberts
+    wikipedia: Clint Roberts (politician)
     house_history: 20466
     wikidata: Q574441
     google_entity_id: kg:/m/0271dmp
@@ -363699,7 +363711,7 @@
     thomas: '00483'
     govtrack: 404943
     icpsr: 14880
-    wikipedia: Katie Hall
+    wikipedia: Katie Hall (politician)
     house_history: 14359
     wikidata: Q461615
     google_entity_id: kg:/m/0fq0wx
@@ -364075,7 +364087,7 @@
     thomas: '00644'
     govtrack: 406460
     icpsr: 14638
-    wikipedia: Raymond P. Kogovsek
+    wikipedia: Ray Kogovsek
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     wikidata: Q253098
     google_entity_id: kg:/m/02rjy7l
@@ -364382,7 +364394,7 @@
     govtrack: 407579
     icpsr: 15043
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-    wikipedia: James F. McNulty, Jr.
+    wikipedia: James F. McNulty Jr.
     wikidata: Q1680357
     google_entity_id: kg:/m/027n4h0
   name:
@@ -366767,7 +366779,7 @@
     govtrack: 406125
     icpsr: 14026
     house_history: 15985
-    wikipedia: James Robert Jones
+    wikipedia: James R. Jones
     wikidata: Q1268791
     google_entity_id: kg:/m/0ks0y7
   name:
@@ -371539,7 +371551,7 @@
     thomas: '00252'
     govtrack: 403031
     icpsr: 14681
-    wikipedia: George W. Crockett Jr.
+    wikipedia: George Crockett Jr.
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     wikidata: Q1508429
     google_entity_id: kg:/m/0fq0s3
@@ -376331,6 +376343,7 @@
     house_history: 12694
     wikidata: Q1931352
     google_entity_id: kg:/m/0687_3
+    votesmart: 2453
   name:
     first: Marvin
     middle: Henry
@@ -376842,7 +376855,7 @@
     thomas: '00460'
     govtrack: 404752
     icpsr: 14629
-    wikipedia: William H. Gray (Pennsylvania politician)
+    wikipedia: William H. Gray III
     house_history: 14072
     wikidata: Q3511361
     google_entity_id: kg:/m/03wvx6z
@@ -377123,7 +377136,7 @@
     thomas: '00504'
     govtrack: 405114
     icpsr: 15416
-    wikipedia: Claude Harris, Jr.
+    wikipedia: Claude Harris Jr.
     house_history: 14578
     wikidata: Q1096809
     google_entity_id: kg:/m/026j54w
@@ -380917,7 +380930,7 @@
     govtrack: 409923
     icpsr: 14710
     cspan: 378
-    wikipedia: Alan K. Simpson
+    wikipedia: Alan Simpson (U.S. politician)
     wikidata: Q2636748
     google_entity_id: kg:/m/03f_3t
   name:
@@ -382266,6 +382279,8 @@
     icpsr: 39314
     wikidata: Q2078827
     google_entity_id: kg:/m/076pq2
+    votesmart: 27134
+    ballotpedia: Peter Barca
   name:
     first: Peter
     middle: William
@@ -382396,7 +382411,7 @@
     bioguide: B000517
     thomas: '00093'
     govtrack: 401494
-    wikipedia: Lucien E. Blackwell
+    wikipedia: Lucien Blackwell
     icpsr: 29140
     house_history: 7699
     wikidata: Q6697071
@@ -383470,7 +383485,7 @@
     lis: S033
     govtrack: 404219
     icpsr: 14302
-    wikipedia: Wendell H. Ford
+    wikipedia: Wendell Ford
     wikidata: Q361139
     google_entity_id: kg:/m/02scy2
   name:
@@ -384750,6 +384765,7 @@
     icpsr: 29398
     wikidata: Q510858
     google_entity_id: kg:/m/0dlx_p
+    votesmart: 27049
   name:
     first: Marjorie
     last: Margolies-Mezvinsky
@@ -385317,7 +385333,7 @@
     thomas: '00853'
     govtrack: 408103
     icpsr: 6845
-    wikipedia: William Huston Natcher
+    wikipedia: William Natcher
     house_history: 18848
     wikidata: Q1311758
     google_entity_id: kg:/m/0399tg
@@ -386853,7 +386869,7 @@
     thomas: '01225'
     govtrack: 411587
     icpsr: 10075
-    wikipedia: Jamie L. Whitten
+    wikipedia: Jamie Whitten
     house_history: 23722
     wikidata: Q1359158
     google_entity_id: kg:/m/030bpv
@@ -387180,7 +387196,7 @@
     thomas: '00072'
     govtrack: 401310
     icpsr: 14405
-    wikipedia: Anthony C. Beilenson
+    wikipedia: Anthony Beilenson
     house_history: 9188
     wikidata: Q572941
     google_entity_id: kg:/m/09lyy9
@@ -388390,7 +388406,7 @@
     bioguide: F000387
     thomas: '00417'
     govtrack: 404332
-    wikipedia: Daniel Frisa
+    wikipedia: Dan Frisa
     house_history: 13460
     icpsr: 29543
     wikidata: Q723209
@@ -390227,7 +390243,7 @@
     govtrack: 400565
     icpsr: 11044
     house_history: 20652
-    wikipedia: William V. Roth Jr.
+    wikipedia: Bill Roth (politician)
     wikidata: Q1400609
     google_entity_id: kg:/m/023xsb
   name:
@@ -390286,7 +390302,7 @@
     thomas: '01033'
     govtrack: 409650
     icpsr: 14051
-    wikipedia: Patricia Schroeder
+    wikipedia: Pat Schroeder
     house_history: 21313
     wikidata: Q433656
     google_entity_id: kg:/m/058xcq
@@ -391820,6 +391836,7 @@
     wikipedia: Newt Gingrich
     wikidata: Q182788
     google_entity_id: kg:/m/018fzs
+    votesmart: 26821
   name:
     first: Newton
     middle: Leroy
@@ -391893,7 +391910,7 @@
     thomas: '00445'
     govtrack: 404634
     icpsr: 10520
-    wikipedia: Henry B. Gonzalez
+    wikipedia: Henry B. González
     house_history: 13906
     wikidata: Q1606461
     google_entity_id: kg:/m/03tfm8
@@ -394786,6 +394803,7 @@
     wikipedia: Tom Campbell (California politician)
     wikidata: Q1345855
     google_entity_id: kg:/m/0205ls
+    ballotpedia: Tom Campbell (California)
   name:
     first: Tom
     last: Campbell
@@ -397289,7 +397307,7 @@
     thomas: '00108'
     govtrack: 400527
     icpsr: 14407
-    wikipedia: David E. Bonior
+    wikipedia: David Bonior
     house_history: 9583
     wikidata: Q1174271
     google_entity_id: kg:/m/0388mk
@@ -399555,7 +399573,7 @@
     bioguide: R000385
     thomas: '00976'
     govtrack: 400520
-    wikipedia: Timothy J. Roemer
+    wikipedia: Tim Roemer
     house_history: 20560
     icpsr: 29117
     wikidata: Q2435222
@@ -402885,6 +402903,7 @@
     icpsr: 29902
     wikidata: Q1251831
     google_entity_id: kg:/m/024sfp
+    votesmart: 16472
   name:
     first: Doug
     last: Ose
@@ -404156,6 +404175,7 @@
     icpsr: 20324
     wikidata: Q980183
     google_entity_id: kg:/m/025772
+    votesmart: 34186
   name:
     first: Chris
     last: Chocola
@@ -404727,6 +404747,7 @@
     wikipedia: Russ Feingold
     wikidata: Q356475
     google_entity_id: kg:/m/01nvvl
+    ballotpedia: Russ Feingold
   name:
     first: Russell
     middle: D.
@@ -404872,7 +404893,7 @@
     opensecrets: N00006652
     house_history: 13754
     icpsr: 29739
-    wikipedia: Jim Gibbons (U.S. politician)
+    wikipedia: Jim Gibbons (American politician)
     wikidata: Q639207
     google_entity_id: kg:/m/025hg8
   name:
@@ -405168,6 +405189,7 @@
     wikipedia: J. D. Hayworth
     wikidata: Q1676304
     google_entity_id: kg:/m/024p75
+    votesmart: 22187
   name:
     first: John
     middle: D.
@@ -405361,7 +405383,7 @@
     govtrack: 400192
     opensecrets: N00004702
     icpsr: 14239
-    wikipedia: Henry Hyde (politician)
+    wikipedia: Henry Hyde
     house_history: 15544
     wikidata: Q3132849
     google_entity_id: kg:/m/0256fy
@@ -407942,6 +407964,7 @@
     wikipedia: Hillary Clinton
     wikidata: Q6294
     google_entity_id: kg:/m/0d06m5
+    ballotpedia: Hillary Clinton
   name:
     first: Hillary
     middle: Rodham
@@ -410208,6 +410231,7 @@
     house_history: 17151
     wikidata: Q50608
     google_entity_id: kg:/m/014sn2
+    votesmart: 53311
   name:
     first: Trent
     last: Lott
@@ -412713,7 +412737,7 @@
     fec:
     - H0SC01071
     cspan: 1000221
-    wikipedia: Henry E. Brown, Jr.
+    wikipedia: Henry E. Brown Jr.
     house_history: 10370
     icpsr: 20137
     wikidata: Q962919
@@ -412968,7 +412992,7 @@
     fec:
     - H2DE00072
     cspan: 70
-    wikipedia: Michael Castle
+    wikipedia: Mike Castle
     house_history: 10760
     icpsr: 29327
     wikidata: Q645215
@@ -413964,6 +413988,7 @@
     icpsr: 20913
     wikidata: Q3020814
     google_entity_id: kg:/m/02qgvlk
+    ballotpedia: Debbie Halvorson
   name:
     first: Deborah
     middle: L.
@@ -414073,7 +414098,7 @@
     fec:
     - H8IN09032
     cspan: 12259
-    wikipedia: Baron Hill
+    wikipedia: Baron Hill (politician)
     house_history: 15556
     icpsr: 29914
     wikidata: Q595948
@@ -418616,6 +418641,7 @@
     wikipedia: Barack Obama
     wikidata: Q76
     google_entity_id: kg:/m/02mjmr
+    ballotpedia: Barack Obama
   name:
     first: Barack
     last: Obama
@@ -424603,6 +424629,7 @@
     icpsr: 21194
     wikidata: Q45956
     google_entity_id: kg:/m/0gj8p1k
+    ballotpedia: Kathy Hochul
   name:
     first: Kathleen
     middle: C.
@@ -427156,6 +427183,7 @@
     maplight: 190
     wikidata: Q461604
     google_entity_id: kg:/m/01t01l
+    ballotpedia: Donna Christensen
   name:
     first: Donna
     middle: M.
@@ -428109,7 +428137,7 @@
     fec:
     - H6NJ12144
     cspan: 57967
-    wikipedia: Rush D. Holt Jr.
+    wikipedia: Rush Holt Jr.
     house_history: 15560
     maplight: 289
     icpsr: 29923
@@ -428310,7 +428338,7 @@
     fec:
     - H4IA05102
     cspan: 36609
-    wikipedia: Tom Latham
+    wikipedia: Tom Latham (politician)
     house_history: 16735
     ballotpedia: Tom Latham
     maplight: 335
@@ -435868,6 +435896,7 @@
     maplight: 1432
     wikidata: Q2156912
     google_entity_id: kg:/m/0b6j_nb
+    ballotpedia: Robert Dold
   name:
     first: Bob
     last: Dold
@@ -435953,6 +435982,7 @@
     wikidata: Q16195097
     wikipedia: Gwen Graham
     google_entity_id: kg:/m/0wk57s1
+    votesmart: 146129
   name:
     first: Gwen
     last: Graham
@@ -436013,6 +436043,7 @@
     wikidata: Q16189291
     wikipedia: Cresent Hardy
     google_entity_id: kg:/m/0yp3l3w
+    ballotpedia: Cresent Hardy
   name:
     first: Cresent
     last: Hardy
@@ -436313,7 +436344,7 @@
     fec:
     - H4GA06087
     cspan: 1013044
-    wikipedia: Tom Price (U.S. politician)
+    wikipedia: Tom Price (American politician)
     house_history: 20020
     ballotpedia: Tom Price
     maplight: 632
@@ -436482,6 +436513,7 @@
     wikidata: Q7384672
     wikipedia: Ryan Zinke
     google_entity_id: kg:/m/0gkz1jg
+    votesmart: 104073
   name:
     first: Ryan
     last: Zinke
diff --git a/scripts/wikidata_bioguide.py b/scripts/wikidata_bioguide.py
index c5224a77f..17345ff6c 100755
--- a/scripts/wikidata_bioguide.py
+++ b/scripts/wikidata_bioguide.py
@@ -52,6 +52,9 @@ def run():
         rks = row.keys()
         bio = row['bio']['value']
         subject = row['subject']['value']
+        if(not 'article' in rks):
+             print(subject)
+             continue
         article = row['article']['value']
         if('votesmart' in rks):
             votesmart = row['votesmart']['value']
@@ -77,6 +80,7 @@ def run():
         m = re.search('en\.wikipedia\.org/wiki/(.+)',article)
         if(m):
             wikipedia = m.group(1)
+            wikipedia = wikipedia.replace('_',' ')
 
         ret[bio] = [wikidata_id, goog_id, wikipedia, opensecrets, votesmart, ballotpedia]
         #print(bio, subject, wikidata_id, article, goog_id)