From dd449e8ef31140c3f8bd3c8515c155e3fbd6b835 Mon Sep 17 00:00:00 2001
From: root <root@legistorm-to-openstates-ah4y2jng>
Date: Mon, 16 Sep 2024 03:41:59 +0000
Subject: [PATCH 01/10] People update ms 2024-09-16-03-41

---
 ...iture-Review-d33f9a3f-3377-4cd2-b172-8c1e686ebf54.yml | 6 ++++++
 ...Transparency-e0340e4b-ee00-4316-85fd-7f4a9865dfe6.yml | 6 ++++++
 ...-Agriculture-a9dec9da-b678-4097-847b-faccdbee4c08.yml | 6 ++++++
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 ...opriations-B-d4789a27-f21d-4ebe-901d-75c43ff76a80.yml | 6 ++++++
 ...opriations-C-2c5ad30f-40dd-43a5-8a87-33eec8e38522.yml | 6 ++++++
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 ...in-Blackwell-b58c7115-6f1d-4de3-9327-eef3b6f0c83c.yml | 5 ++++-
 ...evin-Felsher-9967ba62-2eb6-452e-8445-d3422c62a813.yml | 5 ++++-
 .../Kevin-Ford-7a9174a7-1301-407a-8c77-5f70e70fde92.yml  | 2 ++
 .../Kevin-Horan-b339d980-af38-4e76-b53c-215c26191cc1.yml | 5 ++++-
 ...mberly-Remak-58bd4b77-f7d6-45bd-bb3e-0386cf36bbf3.yml | 3 +++
 ...Lance-Varner-f9eedb57-45af-4743-b869-ece1ccb643e2.yml | 3 +++
 .../Larry-Byrd-57419404-003c-4a1d-93c0-dce987b11c00.yml  | 3 +++
 ...isha-Jackson-843ed177-0a3d-4f96-9df2-28ad7333c5a6.yml | 3 +++
 .../Lee-Yancey-fe627b98-efb2-43b0-a6e5-7ad967c1a2fc.yml  | 5 ++++-
 ...er-Carpenter-dcc9906b-9a0a-4503-9128-006317d5ff3f.yml | 5 ++++-
 ...s-Chassaniol-094c0731-4932-4400-ad96-84c83ba1dd59.yml | 5 ++++-
 ...Manly-Barton-c3ea3d93-cd2d-48f4-babd-a47bbd951108.yml | 5 ++++-
 .../Mark-Tullos-3439bb59-6632-4653-83e1-031422ad832f.yml | 5 ++++-
 ...ael-McLendon-017dec88-1105-454d-b55b-eeb3a3c85b55.yml | 5 ++++-
 ...ike-Thompson-eaa39996-c8a7-4568-b01e-d7685667227b.yml | 3 +++
 .../Missy-McGee-e645db95-2862-40dd-b548-b84b6f0b5f3f.yml | 5 ++++-
 ...eil-S-Whaley-60cdec6e-abad-4d5c-97ca-83da67ed7a67.yml | 5 ++++-
 .../Nicole-Boyd-befe53fc-f95d-49df-93f4-9985e00151e6.yml | 5 ++++-
 ...Noah-Sanford-86dbc7dc-6cd5-4005-b076-9b1bb674e331.yml | 3 +++
 ...Omeria-Scott-ee6c2cb7-6d0f-4b45-9e06-2ba1dfae8ecb.yml | 5 ++++-
 ...rlando-Paden-b6553553-bd9a-4bd4-92da-27018b5914fe.yml | 5 ++++-
 ...Oscar-Denton-5fb7e1d6-24ab-41e1-b0b2-d1445bf6abd3.yml | 3 +++
 ...Otis-Anthony-d4007757-e112-43b0-8261-1dd806f658c8.yml | 5 ++++-
 ...rcy-W-Watson-7dcb0b5b-3eb3-4db2-8666-0eb83589289f.yml | 5 ++++-
 ...ilman-Ladner-7aef9236-de61-47cf-8243-b5a21fcac9dc.yml | 6 +++++-
 ...rice-Wallace-35bf01bd-be16-4ce6-b07c-bfff3d25e7e3.yml | 3 +++
 ...Randy-P-Boyd-defa75f7-917e-42da-9d2c-403ad80d1995.yml | 5 ++++-
 ...andy-Rushing-af2a8aef-177c-49d2-9b77-f1f19f7b8eaa.yml | 5 ++++-
 ...hard-Bennett-4b4c6bbd-fcbb-4c7e-9746-83acffe80898.yml | 5 ++++-
 ...key-Thompson-f8b65fd8-7b11-4954-93fd-47a5cbbd53c8.yml | 3 +++
 ...-Potts-Parks-d618a68e-ed3a-47a5-be24-852af75d9ab3.yml | 5 ++++-
 ...Rob-Roberson-e36cdae5-3437-48fc-93b4-280b09af661b.yml | 5 ++++-
 ...rt-L-Jackson-0fde8bcf-e43a-4b39-a9a5-b7869424e2d9.yml | 5 ++++-
 ...-Johnson-III-0de22359-9403-4bec-917a-985b26fd45ff.yml | 5 ++++-
 ...rt-L-Sanders-e7684f57-ee0c-48ea-8157-8f04c2b8e685.yml | 5 ++++-
 ...bin-Robinson-33bd801c-d704-46a8-b60f-5929bc412479.yml | 6 +++++-
 .../Rod-Hickman-eb5bde8b-1497-4a27-9806-128cf68cb00d.yml | 5 ++++-
 .../Rodney-Hall-6d293363-c72f-479b-81fc-225071ac4913.yml | 6 +++++-
 ...ie-Crudup-Jr-fee2ce67-1403-487e-b891-587e625ce15c.yml | 5 ++++-
 ...Sam-C-Mims-V-0bf76f2b-9380-45c1-8809-315a682322a3.yml | 5 ++++-
 ...Creekmore-IV-d79acfe3-5991-41ae-b245-f7b7f877febb.yml | 5 ++++-
 ...rita-Simmons-f1012c43-9559-4f7a-8b70-8dd9cf88bab1.yml | 2 ++
 ...Scott-DeLano-8467b994-f651-446b-b77f-0632ff790ff8.yml | 3 +++
 ...Shanda-Yates-de5a9a25-1b08-45ba-9aff-e635905498ba.yml | 5 ++++-
 ...hane-Aguirre-4a73b9e6-c66b-4022-b380-6caea6b48265.yml | 3 +++
 ...hane-Barnett-9b8df60b-26ba-4cdc-b862-87b15f81fdc1.yml | 2 ++
 ...ie-B-Norwood-4b5fb3d4-b284-4886-bb0b-4c00febb1724.yml | 5 ++++-
 ...omon-Osborne-23d69b3d-2f17-4fa9-a23c-c9ad8db4f7a9.yml | 5 ++++-
 ...tacey-Wilkes-fa44d12a-cb19-426b-94d3-6fb68b4095c8.yml | 5 ++++-
 ...hanie-Foster-1253bd3e-36dd-4f23-a671-ab24dc4aed12.yml | 5 ++++-
 ...phen-A-Horne-f1e7e5ba-29b7-42e2-bb70-5ab4c7923c77.yml | 5 ++++-
 .../Steve-Lott-df77d55d-10c7-4ecb-9ed9-b8f989da339e.yml  | 3 +++
 ...e-Massengill-abfa015f-301e-4e17-9917-535bb9079768.yml | 5 ++++-
 ...r-Washington-c135a4b0-9620-4eef-b561-2b08beda7289.yml | 5 ++++-
 ...-James-Jones-3312edf4-798e-4333-b2c8-4d73f246de01.yml | 2 ++
 ...Timmy-Ladner-53869ff4-415d-466a-ad71-c13485b83318.yml | 3 +++
 ...ey-T-Rosebud-b37913d2-9f6e-4f1c-b6c8-7a19863be463.yml | 5 ++++-
 .../Troy-Smith-5ff548a6-827f-4ab7-a4a5-5b510712f6a2.yml  | 5 ++++-
 ...ler-McCaughn-bd335f00-4e41-4972-b8f4-f2249b410614.yml | 3 +++
 ...ince-Mangold-c0d8a1af-3036-4aee-89e7-f98cc40203cd.yml | 3 +++
 ...s-Hopson-III-f275881b-1096-4a6a-a607-b417eae41f2e.yml | 5 ++++-
 ...Tracy-Arnold-2601640f-867f-480f-83a1-c59c332c0b82.yml | 5 ++++-
 ...illie-Bailey-bec0f8f6-7f4c-442b-be25-14e2a2c1f5cb.yml | 3 +++
 .../Zack-Grady-b62cfb62-68b6-4804-a1ff-f0259e7513b4.yml  | 5 ++++-
 ...kiya-Summers-56158045-4973-4fd2-9589-01ad212f2975.yml | 3 +++
 265 files changed, 1164 insertions(+), 103 deletions(-)

diff --git a/data/ms/committees/legislature-Performance-Evaluation-and-Expenditure-Review-d33f9a3f-3377-4cd2-b172-8c1e686ebf54.yml b/data/ms/committees/legislature-Performance-Evaluation-and-Expenditure-Review-d33f9a3f-3377-4cd2-b172-8c1e686ebf54.yml
index 4f8b164f71..60ce09c341 100644
--- a/data/ms/committees/legislature-Performance-Evaluation-and-Expenditure-Review-d33f9a3f-3377-4cd2-b172-8c1e686ebf54.yml
+++ b/data/ms/committees/legislature-Performance-Evaluation-and-Expenditure-Review-d33f9a3f-3377-4cd2-b172-8c1e686ebf54.yml
@@ -49,3 +49,9 @@ members:
 - name: Timmy Ladner
   role: member
   person_id: ocd-person/53869ff4-415d-466a-ad71-c13485b83318
+other_names:
+- name: Committee on Performance Evaluation and Expenditure Review
+- name: Joint Committee on Performance Evaluation and Expenditure Review
+- name: Joint Performance Evaluation and Expenditure Review
+- name: Joint Performance Evaluation and Expenditure Review Committee
+- name: Performance Evaluation and Expenditure Review Committee
diff --git a/data/ms/committees/lower-Accountability-Efficiency-Transparency-e0340e4b-ee00-4316-85fd-7f4a9865dfe6.yml b/data/ms/committees/lower-Accountability-Efficiency-Transparency-e0340e4b-ee00-4316-85fd-7f4a9865dfe6.yml
index e8c2ea04eb..6a9b490011 100644
--- a/data/ms/committees/lower-Accountability-Efficiency-Transparency-e0340e4b-ee00-4316-85fd-7f4a9865dfe6.yml
+++ b/data/ms/committees/lower-Accountability-Efficiency-Transparency-e0340e4b-ee00-4316-85fd-7f4a9865dfe6.yml
@@ -43,3 +43,9 @@ members:
 - name: Stacey Wilkes
   role: member
   person_id: ocd-person/fa44d12a-cb19-426b-94d3-6fb68b4095c8
+other_names:
+- name: Accountability, Efficiency, Transparency Committee
+- name: Committee on Accountability, Efficiency, Transparency
+- name: House Accountability, Efficiency, Transparency
+- name: House Accountability, Efficiency, Transparency Committee
+- name: House Committee on Accountability, Efficiency, Transparency
diff --git a/data/ms/committees/lower-Agriculture-a9dec9da-b678-4097-847b-faccdbee4c08.yml b/data/ms/committees/lower-Agriculture-a9dec9da-b678-4097-847b-faccdbee4c08.yml
index fdf4164ea9..46a226e791 100644
--- a/data/ms/committees/lower-Agriculture-a9dec9da-b678-4097-847b-faccdbee4c08.yml
+++ b/data/ms/committees/lower-Agriculture-a9dec9da-b678-4097-847b-faccdbee4c08.yml
@@ -103,3 +103,9 @@ members:
 - name: Tracey Rosebud
   role: member
   person_id: ocd-person/b37913d2-9f6e-4f1c-b6c8-7a19863be463
+other_names:
+- name: Agriculture Committee
+- name: Committee on Agriculture
+- name: House Agriculture
+- name: House Agriculture Committee
+- name: House Committee on Agriculture
diff --git a/data/ms/committees/lower-Apportionment-and-Elections-03c9e3c5-2b01-44b6-93c6-25a470254a5f.yml b/data/ms/committees/lower-Apportionment-and-Elections-03c9e3c5-2b01-44b6-93c6-25a470254a5f.yml
index e8e94df49e..231e9073c2 100644
--- a/data/ms/committees/lower-Apportionment-and-Elections-03c9e3c5-2b01-44b6-93c6-25a470254a5f.yml
+++ b/data/ms/committees/lower-Apportionment-and-Elections-03c9e3c5-2b01-44b6-93c6-25a470254a5f.yml
@@ -61,3 +61,9 @@ members:
 - name: Willie Bailey
   role: member
   person_id: ocd-person/bec0f8f6-7f4c-442b-be25-14e2a2c1f5cb
+other_names:
+- name: Apportionment and Elections Committee
+- name: Committee on Apportionment and Elections
+- name: House Apportionment and Elections
+- name: House Apportionment and Elections Committee
+- name: House Committee on Apportionment and Elections
diff --git a/data/ms/committees/lower-Appropriations-A-a8a36e2d-1cde-4c33-a3b6-53440173acbd.yml b/data/ms/committees/lower-Appropriations-A-a8a36e2d-1cde-4c33-a3b6-53440173acbd.yml
index 3c4c5efde1..36365e1c9d 100644
--- a/data/ms/committees/lower-Appropriations-A-a8a36e2d-1cde-4c33-a3b6-53440173acbd.yml
+++ b/data/ms/committees/lower-Appropriations-A-a8a36e2d-1cde-4c33-a3b6-53440173acbd.yml
@@ -103,3 +103,9 @@ members:
 - name: Vince Mangold
   role: member
   person_id: ocd-person/c0d8a1af-3036-4aee-89e7-f98cc40203cd
+other_names:
+- name: Appropriations A Committee
+- name: Committee on Appropriations A
+- name: House Appropriations A
+- name: House Appropriations A Committee
+- name: House Committee on Appropriations A
diff --git a/data/ms/committees/lower-Appropriations-B-d4789a27-f21d-4ebe-901d-75c43ff76a80.yml b/data/ms/committees/lower-Appropriations-B-d4789a27-f21d-4ebe-901d-75c43ff76a80.yml
index fcadf9c793..983bc03d01 100644
--- a/data/ms/committees/lower-Appropriations-B-d4789a27-f21d-4ebe-901d-75c43ff76a80.yml
+++ b/data/ms/committees/lower-Appropriations-B-d4789a27-f21d-4ebe-901d-75c43ff76a80.yml
@@ -31,3 +31,9 @@ members:
 - name: Orlando Paden
   role: member
   person_id: ocd-person/b6553553-bd9a-4bd4-92da-27018b5914fe
+other_names:
+- name: Appropriations B Committee
+- name: Committee on Appropriations B
+- name: House Appropriations B
+- name: House Appropriations B Committee
+- name: House Committee on Appropriations B
diff --git a/data/ms/committees/lower-Appropriations-C-2c5ad30f-40dd-43a5-8a87-33eec8e38522.yml b/data/ms/committees/lower-Appropriations-C-2c5ad30f-40dd-43a5-8a87-33eec8e38522.yml
index bb7e60de7d..043872543d 100644
--- a/data/ms/committees/lower-Appropriations-C-2c5ad30f-40dd-43a5-8a87-33eec8e38522.yml
+++ b/data/ms/committees/lower-Appropriations-C-2c5ad30f-40dd-43a5-8a87-33eec8e38522.yml
@@ -31,3 +31,9 @@ members:
 - name: Sam Creekmore
   role: member
   person_id: ocd-person/d79acfe3-5991-41ae-b245-f7b7f877febb
+other_names:
+- name: Appropriations C Committee
+- name: Committee on Appropriations C
+- name: House Appropriations C
+- name: House Appropriations C Committee
+- name: House Committee on Appropriations C
diff --git a/data/ms/committees/lower-Appropriations-D-001c30b6-4f87-46af-b179-397b32327ef2.yml b/data/ms/committees/lower-Appropriations-D-001c30b6-4f87-46af-b179-397b32327ef2.yml
index bbab9db828..a8fbf38442 100644
--- a/data/ms/committees/lower-Appropriations-D-001c30b6-4f87-46af-b179-397b32327ef2.yml
+++ b/data/ms/committees/lower-Appropriations-D-001c30b6-4f87-46af-b179-397b32327ef2.yml
@@ -31,3 +31,9 @@ members:
 - name: Randy Rushing
   role: member
   person_id: ocd-person/af2a8aef-177c-49d2-9b77-f1f19f7b8eaa
+other_names:
+- name: Appropriations D Committee
+- name: Committee on Appropriations D
+- name: House Appropriations D
+- name: House Appropriations D Committee
+- name: House Committee on Appropriations D
diff --git a/data/ms/committees/lower-Appropriations-E-d12e9ade-b105-4e5b-a704-c32508261de5.yml b/data/ms/committees/lower-Appropriations-E-d12e9ade-b105-4e5b-a704-c32508261de5.yml
index e8c7d2bf9f..10c5a4fa4b 100644
--- a/data/ms/committees/lower-Appropriations-E-d12e9ade-b105-4e5b-a704-c32508261de5.yml
+++ b/data/ms/committees/lower-Appropriations-E-d12e9ade-b105-4e5b-a704-c32508261de5.yml
@@ -31,3 +31,9 @@ members:
 - name: Vince Mangold
   role: member
   person_id: ocd-person/c0d8a1af-3036-4aee-89e7-f98cc40203cd
+other_names:
+- name: Appropriations E Committee
+- name: Committee on Appropriations E
+- name: House Appropriations E
+- name: House Appropriations E Committee
+- name: House Committee on Appropriations E
diff --git a/data/ms/committees/lower-Banking-and-Financial-Services-7e63c9f6-57d0-4f55-aa56-76e6e8a6398f.yml b/data/ms/committees/lower-Banking-and-Financial-Services-7e63c9f6-57d0-4f55-aa56-76e6e8a6398f.yml
index 7ec38b71ab..8b5e80d6c6 100644
--- a/data/ms/committees/lower-Banking-and-Financial-Services-7e63c9f6-57d0-4f55-aa56-76e6e8a6398f.yml
+++ b/data/ms/committees/lower-Banking-and-Financial-Services-7e63c9f6-57d0-4f55-aa56-76e6e8a6398f.yml
@@ -73,3 +73,9 @@ members:
 - name: Tracy Arnold
   role: member
   person_id: ocd-person/2601640f-867f-480f-83a1-c59c332c0b82
+other_names:
+- name: Banking and Financial Services Committee
+- name: Committee on Banking and Financial Services
+- name: House Banking and Financial Services
+- name: House Banking and Financial Services Committee
+- name: House Committee on Banking and Financial Services
diff --git a/data/ms/committees/lower-Business-and-Commerce-00150f8b-ddf3-481b-8d85-69539141f45a.yml b/data/ms/committees/lower-Business-and-Commerce-00150f8b-ddf3-481b-8d85-69539141f45a.yml
index 1449e63805..9592de122a 100644
--- a/data/ms/committees/lower-Business-and-Commerce-00150f8b-ddf3-481b-8d85-69539141f45a.yml
+++ b/data/ms/committees/lower-Business-and-Commerce-00150f8b-ddf3-481b-8d85-69539141f45a.yml
@@ -55,3 +55,9 @@ members:
 - name: Willie Bailey
   role: member
   person_id: ocd-person/bec0f8f6-7f4c-442b-be25-14e2a2c1f5cb
+other_names:
+- name: Business and Commerce Committee
+- name: Committee on Business and Commerce
+- name: House Business and Commerce
+- name: House Business and Commerce Committee
+- name: House Committee on Business and Commerce
diff --git a/data/ms/committees/lower-Conservation-and-Water-Resources-3772022b-6ef5-4464-a7bb-8bbbc42eaaf7.yml b/data/ms/committees/lower-Conservation-and-Water-Resources-3772022b-6ef5-4464-a7bb-8bbbc42eaaf7.yml
index 6273b3f362..642037c354 100644
--- a/data/ms/committees/lower-Conservation-and-Water-Resources-3772022b-6ef5-4464-a7bb-8bbbc42eaaf7.yml
+++ b/data/ms/committees/lower-Conservation-and-Water-Resources-3772022b-6ef5-4464-a7bb-8bbbc42eaaf7.yml
@@ -61,3 +61,9 @@ members:
 - name: Vince Mangold
   role: member
   person_id: ocd-person/c0d8a1af-3036-4aee-89e7-f98cc40203cd
+other_names:
+- name: Committee on Conservation and Water Resources
+- name: Conservation and Water Resources Committee
+- name: House Committee on Conservation and Water Resources
+- name: House Conservation and Water Resources
+- name: House Conservation and Water Resources Committee
diff --git a/data/ms/committees/lower-Constitution-7c80570a-8b4f-41a4-af24-c4b368ccb40e.yml b/data/ms/committees/lower-Constitution-7c80570a-8b4f-41a4-af24-c4b368ccb40e.yml
index d9df1e1dbf..6bcf16c6ec 100644
--- a/data/ms/committees/lower-Constitution-7c80570a-8b4f-41a4-af24-c4b368ccb40e.yml
+++ b/data/ms/committees/lower-Constitution-7c80570a-8b4f-41a4-af24-c4b368ccb40e.yml
@@ -37,3 +37,9 @@ members:
 - name: Shanda Yates
   role: member
   person_id: ocd-person/de5a9a25-1b08-45ba-9aff-e635905498ba
+other_names:
+- name: Committee on Constitution
+- name: Constitution Committee
+- name: House Committee on Constitution
+- name: House Constitution
+- name: House Constitution Committee
diff --git a/data/ms/committees/lower-Corrections-2447bcad-50c0-4697-b5ca-f570c0f86f5b.yml b/data/ms/committees/lower-Corrections-2447bcad-50c0-4697-b5ca-f570c0f86f5b.yml
index 2188bca3aa..8944d3939d 100644
--- a/data/ms/committees/lower-Corrections-2447bcad-50c0-4697-b5ca-f570c0f86f5b.yml
+++ b/data/ms/committees/lower-Corrections-2447bcad-50c0-4697-b5ca-f570c0f86f5b.yml
@@ -61,3 +61,9 @@ members:
 - name: Zack Grady
   role: member
   person_id: ocd-person/b62cfb62-68b6-4804-a1ff-f0259e7513b4
+other_names:
+- name: Committee on Corrections
+- name: Corrections Committee
+- name: House Committee on Corrections
+- name: House Corrections
+- name: House Corrections Committee
diff --git a/data/ms/committees/lower-County-Affairs-2ae46955-92d8-44d4-8b48-0b79c93189ec.yml b/data/ms/committees/lower-County-Affairs-2ae46955-92d8-44d4-8b48-0b79c93189ec.yml
index a6fb051c4b..a2c20ab8c0 100644
--- a/data/ms/committees/lower-County-Affairs-2ae46955-92d8-44d4-8b48-0b79c93189ec.yml
+++ b/data/ms/committees/lower-County-Affairs-2ae46955-92d8-44d4-8b48-0b79c93189ec.yml
@@ -67,3 +67,9 @@ members:
 - name: Zakiya Summers
   role: member
   person_id: ocd-person/56158045-4973-4fd2-9589-01ad212f2975
+other_names:
+- name: Committee on County Affairs
+- name: County Affairs Committee
+- name: House Committee on County Affairs
+- name: House County Affairs
+- name: House County Affairs Committee
diff --git a/data/ms/committees/lower-Drug-Policy-3be82f2a-ff3b-4223-a03f-3cff988ff9dd.yml b/data/ms/committees/lower-Drug-Policy-3be82f2a-ff3b-4223-a03f-3cff988ff9dd.yml
index eb7808b58d..9c1029f9cd 100644
--- a/data/ms/committees/lower-Drug-Policy-3be82f2a-ff3b-4223-a03f-3cff988ff9dd.yml
+++ b/data/ms/committees/lower-Drug-Policy-3be82f2a-ff3b-4223-a03f-3cff988ff9dd.yml
@@ -55,3 +55,9 @@ members:
 - name: Zakiya Summers
   role: member
   person_id: ocd-person/56158045-4973-4fd2-9589-01ad212f2975
+other_names:
+- name: Committee on Drug Policy
+- name: Drug Policy Committee
+- name: House Committee on Drug Policy
+- name: House Drug Policy
+- name: House Drug Policy Committee
diff --git a/data/ms/committees/lower-Education-a70369ce-a904-4fd7-a476-a27e5af1fc5b.yml b/data/ms/committees/lower-Education-a70369ce-a904-4fd7-a476-a27e5af1fc5b.yml
index 3cd3575f90..fd0c5d4cc2 100644
--- a/data/ms/committees/lower-Education-a70369ce-a904-4fd7-a476-a27e5af1fc5b.yml
+++ b/data/ms/committees/lower-Education-a70369ce-a904-4fd7-a476-a27e5af1fc5b.yml
@@ -91,3 +91,9 @@ members:
 - name: Zack Grady
   role: member
   person_id: ocd-person/b62cfb62-68b6-4804-a1ff-f0259e7513b4
+other_names:
+- name: Committee on Education
+- name: Education Committee
+- name: House Committee on Education
+- name: House Education
+- name: House Education Committee
diff --git a/data/ms/committees/lower-Energy-ce0cccc9-15d0-4acd-b24b-c5081e9f095a.yml b/data/ms/committees/lower-Energy-ce0cccc9-15d0-4acd-b24b-c5081e9f095a.yml
index 834c3eaf6c..dbe07e2017 100644
--- a/data/ms/committees/lower-Energy-ce0cccc9-15d0-4acd-b24b-c5081e9f095a.yml
+++ b/data/ms/committees/lower-Energy-ce0cccc9-15d0-4acd-b24b-c5081e9f095a.yml
@@ -73,3 +73,9 @@ members:
 - name: Tracy Arnold
   role: member
   person_id: ocd-person/2601640f-867f-480f-83a1-c59c332c0b82
+other_names:
+- name: Committee on Energy
+- name: Energy Committee
+- name: House Committee on Energy
+- name: House Energy
+- name: House Energy Committee
diff --git a/data/ms/committees/lower-Enrolled-Bills-164751e1-4bc6-446d-b8be-9a009c2c388f.yml b/data/ms/committees/lower-Enrolled-Bills-164751e1-4bc6-446d-b8be-9a009c2c388f.yml
index 28a55886e7..857b343d06 100644
--- a/data/ms/committees/lower-Enrolled-Bills-164751e1-4bc6-446d-b8be-9a009c2c388f.yml
+++ b/data/ms/committees/lower-Enrolled-Bills-164751e1-4bc6-446d-b8be-9a009c2c388f.yml
@@ -25,3 +25,9 @@ members:
 - name: Troy Smith
   role: member
   person_id: ocd-person/5ff548a6-827f-4ab7-a4a5-5b510712f6a2
+other_names:
+- name: Committee on Enrolled Bills
+- name: Enrolled Bills Committee
+- name: House Committee on Enrolled Bills
+- name: House Enrolled Bills
+- name: House Enrolled Bills Committee
diff --git a/data/ms/committees/lower-Ethics-aee643b1-9ac5-4117-8520-2ee97798f6a5.yml b/data/ms/committees/lower-Ethics-aee643b1-9ac5-4117-8520-2ee97798f6a5.yml
index 4b2c13d97a..04cdacb0b9 100644
--- a/data/ms/committees/lower-Ethics-aee643b1-9ac5-4117-8520-2ee97798f6a5.yml
+++ b/data/ms/committees/lower-Ethics-aee643b1-9ac5-4117-8520-2ee97798f6a5.yml
@@ -34,3 +34,9 @@ members:
 - name: Robert Sanders
   role: member
   person_id: ocd-person/e7684f57-ee0c-48ea-8157-8f04c2b8e685
+other_names:
+- name: Committee on Ethics
+- name: Ethics Committee
+- name: House Committee on Ethics
+- name: House Ethics
+- name: House Ethics Committee
diff --git a/data/ms/committees/lower-Executive-Contingent-Fund-f1683422-38fe-43ee-a3b8-b112ecbad31e.yml b/data/ms/committees/lower-Executive-Contingent-Fund-f1683422-38fe-43ee-a3b8-b112ecbad31e.yml
index 155b9600de..37760a2908 100644
--- a/data/ms/committees/lower-Executive-Contingent-Fund-f1683422-38fe-43ee-a3b8-b112ecbad31e.yml
+++ b/data/ms/committees/lower-Executive-Contingent-Fund-f1683422-38fe-43ee-a3b8-b112ecbad31e.yml
@@ -25,3 +25,9 @@ members:
 - name: Trey Lamar
   role: member
   person_id: ocd-person/c655558e-dfac-468a-a633-85f380c538b6
+other_names:
+- name: Committee on Executive Contingent Fund
+- name: Executive Contingent Fund Committee
+- name: House Committee on Executive Contingent Fund
+- name: House Executive Contingent Fund
+- name: House Executive Contingent Fund Committee
diff --git a/data/ms/committees/lower-Forestry-244783b5-80da-44eb-b158-c0c96771a2a2.yml b/data/ms/committees/lower-Forestry-244783b5-80da-44eb-b158-c0c96771a2a2.yml
index 00f28ab5a3..071f9f0fc6 100644
--- a/data/ms/committees/lower-Forestry-244783b5-80da-44eb-b158-c0c96771a2a2.yml
+++ b/data/ms/committees/lower-Forestry-244783b5-80da-44eb-b158-c0c96771a2a2.yml
@@ -43,3 +43,9 @@ members:
 - name: Vince Mangold
   role: member
   person_id: ocd-person/c0d8a1af-3036-4aee-89e7-f98cc40203cd
+other_names:
+- name: Committee on Forestry
+- name: Forestry Committee
+- name: House Committee on Forestry
+- name: House Forestry
+- name: House Forestry Committee
diff --git a/data/ms/committees/lower-Gaming-d90b8d5e-33b4-4851-8763-610373f2595c.yml b/data/ms/committees/lower-Gaming-d90b8d5e-33b4-4851-8763-610373f2595c.yml
index 420fe91e6e..7a87b59a91 100644
--- a/data/ms/committees/lower-Gaming-d90b8d5e-33b4-4851-8763-610373f2595c.yml
+++ b/data/ms/committees/lower-Gaming-d90b8d5e-33b4-4851-8763-610373f2595c.yml
@@ -67,3 +67,9 @@ members:
 - name: Zack Grady
   role: member
   person_id: ocd-person/b62cfb62-68b6-4804-a1ff-f0259e7513b4
+other_names:
+- name: Committee on Gaming
+- name: Gaming Committee
+- name: House Committee on Gaming
+- name: House Gaming
+- name: House Gaming Committee
diff --git a/data/ms/committees/lower-Housing-054b048a-0a83-4574-9c6b-4c096bb095d1.yml b/data/ms/committees/lower-Housing-054b048a-0a83-4574-9c6b-4c096bb095d1.yml
index 4e3c85f099..8265d60108 100644
--- a/data/ms/committees/lower-Housing-054b048a-0a83-4574-9c6b-4c096bb095d1.yml
+++ b/data/ms/committees/lower-Housing-054b048a-0a83-4574-9c6b-4c096bb095d1.yml
@@ -25,3 +25,9 @@ members:
 - name: Randy Boyd
   role: member
   person_id: ocd-person/defa75f7-917e-42da-9d2c-403ad80d1995
+other_names:
+- name: Committee on Housing
+- name: House Committee on Housing
+- name: House Housing
+- name: House Housing Committee
+- name: Housing Committee
diff --git a/data/ms/committees/lower-Insurance-927571ef-7172-4c9b-ab30-514947bb7e65.yml b/data/ms/committees/lower-Insurance-927571ef-7172-4c9b-ab30-514947bb7e65.yml
index cd32165d78..9636f6e0b1 100644
--- a/data/ms/committees/lower-Insurance-927571ef-7172-4c9b-ab30-514947bb7e65.yml
+++ b/data/ms/committees/lower-Insurance-927571ef-7172-4c9b-ab30-514947bb7e65.yml
@@ -73,3 +73,9 @@ members:
 - name: Stacey Wilkes
   role: member
   person_id: ocd-person/fa44d12a-cb19-426b-94d3-6fb68b4095c8
+other_names:
+- name: Committee on Insurance
+- name: House Committee on Insurance
+- name: House Insurance
+- name: House Insurance Committee
+- name: Insurance Committee
diff --git a/data/ms/committees/lower-Interstate-Cooperation-57be4bcc-18c6-4e42-8aac-fbc691d6d4a4.yml b/data/ms/committees/lower-Interstate-Cooperation-57be4bcc-18c6-4e42-8aac-fbc691d6d4a4.yml
index 618d30d196..05e94419e0 100644
--- a/data/ms/committees/lower-Interstate-Cooperation-57be4bcc-18c6-4e42-8aac-fbc691d6d4a4.yml
+++ b/data/ms/committees/lower-Interstate-Cooperation-57be4bcc-18c6-4e42-8aac-fbc691d6d4a4.yml
@@ -31,3 +31,9 @@ members:
 - name: Tracey Rosebud
   role: member
   person_id: ocd-person/b37913d2-9f6e-4f1c-b6c8-7a19863be463
+other_names:
+- name: Committee on Interstate Cooperation
+- name: House Committee on Interstate Cooperation
+- name: House Interstate Cooperation
+- name: House Interstate Cooperation Committee
+- name: Interstate Cooperation Committee
diff --git a/data/ms/committees/lower-Investigate-State-Offices-a700f33b-7196-4220-b2ed-5aa6b293ed52.yml b/data/ms/committees/lower-Investigate-State-Offices-a700f33b-7196-4220-b2ed-5aa6b293ed52.yml
index 3cec4cc221..69674fc98f 100644
--- a/data/ms/committees/lower-Investigate-State-Offices-a700f33b-7196-4220-b2ed-5aa6b293ed52.yml
+++ b/data/ms/committees/lower-Investigate-State-Offices-a700f33b-7196-4220-b2ed-5aa6b293ed52.yml
@@ -37,3 +37,9 @@ members:
 - name: Trey Lamar
   role: member
   person_id: ocd-person/c655558e-dfac-468a-a633-85f380c538b6
+other_names:
+- name: Committee on Investigate State Offices
+- name: House Committee on Investigate State Offices
+- name: House Investigate State Offices
+- name: House Investigate State Offices Committee
+- name: Investigate State Offices Committee
diff --git a/data/ms/committees/lower-Judiciary-A-694242a7-4f01-41b9-a428-ed399b1f6198.yml b/data/ms/committees/lower-Judiciary-A-694242a7-4f01-41b9-a428-ed399b1f6198.yml
index fe62bcad6d..c1b63ce575 100644
--- a/data/ms/committees/lower-Judiciary-A-694242a7-4f01-41b9-a428-ed399b1f6198.yml
+++ b/data/ms/committees/lower-Judiciary-A-694242a7-4f01-41b9-a428-ed399b1f6198.yml
@@ -85,3 +85,9 @@ members:
 - name: Shane Aguirre
   role: member
   person_id: ocd-person/4a73b9e6-c66b-4022-b380-6caea6b48265
+other_names:
+- name: Committee on Judiciary A
+- name: House Committee on Judiciary A
+- name: House Judiciary A
+- name: House Judiciary A Committee
+- name: Judiciary A Committee
diff --git a/data/ms/committees/lower-Judiciary-B-f8be2655-d6cb-4713-aeaf-eb4b20cdbe7f.yml b/data/ms/committees/lower-Judiciary-B-f8be2655-d6cb-4713-aeaf-eb4b20cdbe7f.yml
index 3615c79500..c0f0a66331 100644
--- a/data/ms/committees/lower-Judiciary-B-f8be2655-d6cb-4713-aeaf-eb4b20cdbe7f.yml
+++ b/data/ms/committees/lower-Judiciary-B-f8be2655-d6cb-4713-aeaf-eb4b20cdbe7f.yml
@@ -85,3 +85,9 @@ members:
 - name: Zack Grady
   role: member
   person_id: ocd-person/b62cfb62-68b6-4804-a1ff-f0259e7513b4
+other_names:
+- name: Committee on Judiciary B
+- name: House Committee on Judiciary B
+- name: House Judiciary B
+- name: House Judiciary B Committee
+- name: Judiciary B Committee
diff --git a/data/ms/committees/lower-Local-and-Private-Legislation-8ada5f2f-c306-4a83-81de-8d675cbd7e8d.yml b/data/ms/committees/lower-Local-and-Private-Legislation-8ada5f2f-c306-4a83-81de-8d675cbd7e8d.yml
index df5a9ea687..ea405ebd86 100644
--- a/data/ms/committees/lower-Local-and-Private-Legislation-8ada5f2f-c306-4a83-81de-8d675cbd7e8d.yml
+++ b/data/ms/committees/lower-Local-and-Private-Legislation-8ada5f2f-c306-4a83-81de-8d675cbd7e8d.yml
@@ -31,3 +31,9 @@ members:
 - name: Sam Creekmore
   role: member
   person_id: ocd-person/d79acfe3-5991-41ae-b245-f7b7f877febb
+other_names:
+- name: Committee on Local and Private Legislation
+- name: House Committee on Local and Private Legislation
+- name: House Local and Private Legislation
+- name: House Local and Private Legislation Committee
+- name: Local and Private Legislation Committee
diff --git a/data/ms/committees/lower-Management-4a60b0d9-9a26-45cf-8bd4-64ce1b580823.yml b/data/ms/committees/lower-Management-4a60b0d9-9a26-45cf-8bd4-64ce1b580823.yml
index 55cd37c685..e5ee30559e 100644
--- a/data/ms/committees/lower-Management-4a60b0d9-9a26-45cf-8bd4-64ce1b580823.yml
+++ b/data/ms/committees/lower-Management-4a60b0d9-9a26-45cf-8bd4-64ce1b580823.yml
@@ -43,3 +43,9 @@ members:
 - name: Tracey Rosebud
   role: member
   person_id: ocd-person/b37913d2-9f6e-4f1c-b6c8-7a19863be463
+other_names:
+- name: Committee on Management
+- name: House Committee on Management
+- name: House Management
+- name: House Management Committee
+- name: Management Committee
diff --git a/data/ms/committees/lower-Marine-Resources-1c49a1b5-7faf-4348-ba73-94e6874c1606.yml b/data/ms/committees/lower-Marine-Resources-1c49a1b5-7faf-4348-ba73-94e6874c1606.yml
index 9d629ea941..97d1917f0e 100644
--- a/data/ms/committees/lower-Marine-Resources-1c49a1b5-7faf-4348-ba73-94e6874c1606.yml
+++ b/data/ms/committees/lower-Marine-Resources-1c49a1b5-7faf-4348-ba73-94e6874c1606.yml
@@ -43,3 +43,9 @@ members:
 - name: Zack Grady
   role: member
   person_id: ocd-person/b62cfb62-68b6-4804-a1ff-f0259e7513b4
+other_names:
+- name: Committee on Marine Resources
+- name: House Committee on Marine Resources
+- name: House Marine Resources
+- name: House Marine Resources Committee
+- name: Marine Resources Committee
diff --git a/data/ms/committees/lower-Medicaid-73be7372-a6ef-49d5-85c1-9503efef11ab.yml b/data/ms/committees/lower-Medicaid-73be7372-a6ef-49d5-85c1-9503efef11ab.yml
index 7bcb47383e..dfa829208b 100644
--- a/data/ms/committees/lower-Medicaid-73be7372-a6ef-49d5-85c1-9503efef11ab.yml
+++ b/data/ms/committees/lower-Medicaid-73be7372-a6ef-49d5-85c1-9503efef11ab.yml
@@ -66,3 +66,9 @@ members:
 - name: Sam Mims
   role: member
   person_id: ocd-person/0bf76f2b-9380-45c1-8809-315a682322a3
+other_names:
+- name: Committee on Medicaid
+- name: House Committee on Medicaid
+- name: House Medicaid
+- name: House Medicaid Committee
+- name: Medicaid Committee
diff --git a/data/ms/committees/lower-Military-Affairs-7d2e7783-4101-41b6-9636-2a33d503264e.yml b/data/ms/committees/lower-Military-Affairs-7d2e7783-4101-41b6-9636-2a33d503264e.yml
index 3e8ada7379..cd324732fc 100644
--- a/data/ms/committees/lower-Military-Affairs-7d2e7783-4101-41b6-9636-2a33d503264e.yml
+++ b/data/ms/committees/lower-Military-Affairs-7d2e7783-4101-41b6-9636-2a33d503264e.yml
@@ -55,3 +55,9 @@ members:
 - name: Stephanie Foster
   role: member
   person_id: ocd-person/1253bd3e-36dd-4f23-a671-ab24dc4aed12
+other_names:
+- name: Committee on Military Affairs
+- name: House Committee on Military Affairs
+- name: House Military Affairs
+- name: House Military Affairs Committee
+- name: Military Affairs Committee
diff --git a/data/ms/committees/lower-Municipalities-982c1209-ef06-4601-9c0b-66de038faa16.yml b/data/ms/committees/lower-Municipalities-982c1209-ef06-4601-9c0b-66de038faa16.yml
index 7e765edf0c..5b24379e79 100644
--- a/data/ms/committees/lower-Municipalities-982c1209-ef06-4601-9c0b-66de038faa16.yml
+++ b/data/ms/committees/lower-Municipalities-982c1209-ef06-4601-9c0b-66de038faa16.yml
@@ -61,3 +61,9 @@ members:
 - name: Timaka James-Jones
   role: member
   person_id: ocd-person/3312edf4-798e-4333-b2c8-4d73f246de01
+other_names:
+- name: Committee on Municipalities
+- name: House Committee on Municipalities
+- name: House Municipalities
+- name: House Municipalities Committee
+- name: Municipalities Committee
diff --git a/data/ms/committees/lower-Ports-Harbors-and-Airports-e9316dc9-22ac-4459-b749-cb43911f98d9.yml b/data/ms/committees/lower-Ports-Harbors-and-Airports-e9316dc9-22ac-4459-b749-cb43911f98d9.yml
index 2974026c87..f524ae3097 100644
--- a/data/ms/committees/lower-Ports-Harbors-and-Airports-e9316dc9-22ac-4459-b749-cb43911f98d9.yml
+++ b/data/ms/committees/lower-Ports-Harbors-and-Airports-e9316dc9-22ac-4459-b749-cb43911f98d9.yml
@@ -43,3 +43,9 @@ members:
 - name: Tracy Arnold
   role: member
   person_id: ocd-person/2601640f-867f-480f-83a1-c59c332c0b82
+other_names:
+- name: Committee on Ports, Harbors and Airports
+- name: House Committee on Ports, Harbors and Airports
+- name: House Ports, Harbors and Airports
+- name: House Ports, Harbors and Airports Committee
+- name: Ports, Harbors and Airports Committee
diff --git a/data/ms/committees/lower-Public-Health-and-Human-Services-970667ec-8244-4bdf-9e38-9d9fa6b6e4cd.yml b/data/ms/committees/lower-Public-Health-and-Human-Services-970667ec-8244-4bdf-9e38-9d9fa6b6e4cd.yml
index 1f6004fff8..7a413f27ab 100644
--- a/data/ms/committees/lower-Public-Health-and-Human-Services-970667ec-8244-4bdf-9e38-9d9fa6b6e4cd.yml
+++ b/data/ms/committees/lower-Public-Health-and-Human-Services-970667ec-8244-4bdf-9e38-9d9fa6b6e4cd.yml
@@ -94,3 +94,9 @@ members:
 - name: Steve Massengill
   role: member
   person_id: ocd-person/abfa015f-301e-4e17-9917-535bb9079768
+other_names:
+- name: Committee on Public Health and Human Services
+- name: House Committee on Public Health and Human Services
+- name: House Public Health and Human Services
+- name: House Public Health and Human Services Committee
+- name: Public Health and Human Services Committee
diff --git a/data/ms/committees/lower-Public-Property-5adbed3a-2b65-429e-94f2-a181ab61b457.yml b/data/ms/committees/lower-Public-Property-5adbed3a-2b65-429e-94f2-a181ab61b457.yml
index 0c261c1326..9708c61711 100644
--- a/data/ms/committees/lower-Public-Property-5adbed3a-2b65-429e-94f2-a181ab61b457.yml
+++ b/data/ms/committees/lower-Public-Property-5adbed3a-2b65-429e-94f2-a181ab61b457.yml
@@ -55,3 +55,9 @@ members:
 - name: Troy Smith
   role: member
   person_id: ocd-person/5ff548a6-827f-4ab7-a4a5-5b510712f6a2
+other_names:
+- name: Committee on Public Property
+- name: House Committee on Public Property
+- name: House Public Property
+- name: House Public Property Committee
+- name: Public Property Committee
diff --git a/data/ms/committees/lower-Public-Utilities-658f3f65-7474-4be8-afff-353ff1b2fabe.yml b/data/ms/committees/lower-Public-Utilities-658f3f65-7474-4be8-afff-353ff1b2fabe.yml
index 375e3e3377..2cf63692ea 100644
--- a/data/ms/committees/lower-Public-Utilities-658f3f65-7474-4be8-afff-353ff1b2fabe.yml
+++ b/data/ms/committees/lower-Public-Utilities-658f3f65-7474-4be8-afff-353ff1b2fabe.yml
@@ -79,3 +79,9 @@ members:
 - name: Tracey Rosebud
   role: member
   person_id: ocd-person/b37913d2-9f6e-4f1c-b6c8-7a19863be463
+other_names:
+- name: Committee on Public Utilities
+- name: House Committee on Public Utilities
+- name: House Public Utilities
+- name: House Public Utilities Committee
+- name: Public Utilities Committee
diff --git a/data/ms/committees/lower-Rules-8defb488-518e-4f14-9039-5647437b1a29.yml b/data/ms/committees/lower-Rules-8defb488-518e-4f14-9039-5647437b1a29.yml
index de586d8208..87c26e3b97 100644
--- a/data/ms/committees/lower-Rules-8defb488-518e-4f14-9039-5647437b1a29.yml
+++ b/data/ms/committees/lower-Rules-8defb488-518e-4f14-9039-5647437b1a29.yml
@@ -43,3 +43,9 @@ members:
 - name: Sam Creekmore
   role: member
   person_id: ocd-person/d79acfe3-5991-41ae-b245-f7b7f877febb
+other_names:
+- name: Committee on Rules
+- name: House Committee on Rules
+- name: House Rules
+- name: House Rules Committee
+- name: Rules Committee
diff --git a/data/ms/committees/lower-State-Affairs-b07a191c-a840-4a98-bda9-d217f3501808.yml b/data/ms/committees/lower-State-Affairs-b07a191c-a840-4a98-bda9-d217f3501808.yml
index 7eaae356db..493750fbd7 100644
--- a/data/ms/committees/lower-State-Affairs-b07a191c-a840-4a98-bda9-d217f3501808.yml
+++ b/data/ms/committees/lower-State-Affairs-b07a191c-a840-4a98-bda9-d217f3501808.yml
@@ -43,3 +43,9 @@ members:
 - name: Willie Bailey
   role: member
   person_id: ocd-person/bec0f8f6-7f4c-442b-be25-14e2a2c1f5cb
+other_names:
+- name: Committee on State Affairs
+- name: House Committee on State Affairs
+- name: House State Affairs
+- name: House State Affairs Committee
+- name: State Affairs Committee
diff --git a/data/ms/committees/lower-State-Library-17dcc3b7-d968-421c-9e09-03ddbbde62ca.yml b/data/ms/committees/lower-State-Library-17dcc3b7-d968-421c-9e09-03ddbbde62ca.yml
index cad3a2ee17..992d65c1a8 100644
--- a/data/ms/committees/lower-State-Library-17dcc3b7-d968-421c-9e09-03ddbbde62ca.yml
+++ b/data/ms/committees/lower-State-Library-17dcc3b7-d968-421c-9e09-03ddbbde62ca.yml
@@ -25,3 +25,9 @@ members:
 - name: Steve Horne
   role: member
   person_id: ocd-person/f1e7e5ba-29b7-42e2-bb70-5ab4c7923c77
+other_names:
+- name: Committee on State Library
+- name: House Committee on State Library
+- name: House State Library
+- name: House State Library Committee
+- name: State Library Committee
diff --git a/data/ms/committees/lower-Technology-04637c6e-640f-42cd-bbc3-01746df350a7.yml b/data/ms/committees/lower-Technology-04637c6e-640f-42cd-bbc3-01746df350a7.yml
index 7c4a2f93aa..f8c26885ef 100644
--- a/data/ms/committees/lower-Technology-04637c6e-640f-42cd-bbc3-01746df350a7.yml
+++ b/data/ms/committees/lower-Technology-04637c6e-640f-42cd-bbc3-01746df350a7.yml
@@ -37,3 +37,9 @@ members:
 - name: Zakiya Summers
   role: member
   person_id: ocd-person/56158045-4973-4fd2-9589-01ad212f2975
+other_names:
+- name: Committee on Technology
+- name: House Committee on Technology
+- name: House Technology
+- name: House Technology Committee
+- name: Technology Committee
diff --git a/data/ms/committees/lower-Tourism-c0f05ff9-bc4a-4b61-94e1-39d9ffb1667d.yml b/data/ms/committees/lower-Tourism-c0f05ff9-bc4a-4b61-94e1-39d9ffb1667d.yml
index 3302f9b509..fc8d353905 100644
--- a/data/ms/committees/lower-Tourism-c0f05ff9-bc4a-4b61-94e1-39d9ffb1667d.yml
+++ b/data/ms/committees/lower-Tourism-c0f05ff9-bc4a-4b61-94e1-39d9ffb1667d.yml
@@ -73,3 +73,9 @@ members:
 - name: Zakiya Summers
   role: member
   person_id: ocd-person/56158045-4973-4fd2-9589-01ad212f2975
+other_names:
+- name: Committee on Tourism
+- name: House Committee on Tourism
+- name: House Tourism
+- name: House Tourism Committee
+- name: Tourism Committee
diff --git a/data/ms/committees/lower-Transportation-5461d1f9-9b9a-42f9-b1dc-6764027aefe4.yml b/data/ms/committees/lower-Transportation-5461d1f9-9b9a-42f9-b1dc-6764027aefe4.yml
index f8200ade80..55962305d0 100644
--- a/data/ms/committees/lower-Transportation-5461d1f9-9b9a-42f9-b1dc-6764027aefe4.yml
+++ b/data/ms/committees/lower-Transportation-5461d1f9-9b9a-42f9-b1dc-6764027aefe4.yml
@@ -109,3 +109,9 @@ members:
 - name: Vince Mangold
   role: member
   person_id: ocd-person/c0d8a1af-3036-4aee-89e7-f98cc40203cd
+other_names:
+- name: Committee on Transportation
+- name: House Committee on Transportation
+- name: House Transportation
+- name: House Transportation Committee
+- name: Transportation Committee
diff --git a/data/ms/committees/lower-Universities-and-Colleges-6f251056-be48-4921-8def-4a8fc18f63c5.yml b/data/ms/committees/lower-Universities-and-Colleges-6f251056-be48-4921-8def-4a8fc18f63c5.yml
index 58ef550606..cd22376ae9 100644
--- a/data/ms/committees/lower-Universities-and-Colleges-6f251056-be48-4921-8def-4a8fc18f63c5.yml
+++ b/data/ms/committees/lower-Universities-and-Colleges-6f251056-be48-4921-8def-4a8fc18f63c5.yml
@@ -91,3 +91,9 @@ members:
 - name: Steve Lott
   role: member
   person_id: ocd-person/df77d55d-10c7-4ecb-9ed9-b8f989da339e
+other_names:
+- name: Committee on Universities and Colleges
+- name: House Committee on Universities and Colleges
+- name: House Universities and Colleges
+- name: House Universities and Colleges Committee
+- name: Universities and Colleges Committee
diff --git a/data/ms/committees/lower-Ways-and-Means-5aba650c-7ec5-4861-bdd1-a0e02459b078.yml b/data/ms/committees/lower-Ways-and-Means-5aba650c-7ec5-4861-bdd1-a0e02459b078.yml
index 2c23424728..edaf9ad880 100644
--- a/data/ms/committees/lower-Ways-and-Means-5aba650c-7ec5-4861-bdd1-a0e02459b078.yml
+++ b/data/ms/committees/lower-Ways-and-Means-5aba650c-7ec5-4861-bdd1-a0e02459b078.yml
@@ -109,3 +109,9 @@ members:
 - name: Willie Bailey
   role: member
   person_id: ocd-person/bec0f8f6-7f4c-442b-be25-14e2a2c1f5cb
+other_names:
+- name: Committee on Ways and Means
+- name: House Committee on Ways and Means
+- name: House Ways and Means
+- name: House Ways and Means Committee
+- name: Ways and Means Committee
diff --git a/data/ms/committees/lower-Wildlife-Fisheries-and-Parks-eae2a3f5-67d3-4ef3-b16a-0b7ebad2259e.yml b/data/ms/committees/lower-Wildlife-Fisheries-and-Parks-eae2a3f5-67d3-4ef3-b16a-0b7ebad2259e.yml
index 9e3a3d2dd6..a6786301ca 100644
--- a/data/ms/committees/lower-Wildlife-Fisheries-and-Parks-eae2a3f5-67d3-4ef3-b16a-0b7ebad2259e.yml
+++ b/data/ms/committees/lower-Wildlife-Fisheries-and-Parks-eae2a3f5-67d3-4ef3-b16a-0b7ebad2259e.yml
@@ -73,3 +73,9 @@ members:
 - name: Vince Mangold
   role: member
   person_id: ocd-person/c0d8a1af-3036-4aee-89e7-f98cc40203cd
+other_names:
+- name: Committee on Wildlife, Fisheries and Parks
+- name: House Committee on Wildlife, Fisheries and Parks
+- name: House Wildlife, Fisheries and Parks
+- name: House Wildlife, Fisheries and Parks Committee
+- name: Wildlife, Fisheries and Parks Committee
diff --git a/data/ms/committees/lower-Workforce-Development-e31db1f4-93b9-411c-a16e-4b47f2afdea0.yml b/data/ms/committees/lower-Workforce-Development-e31db1f4-93b9-411c-a16e-4b47f2afdea0.yml
index ab2bbd8d69..1245cbde63 100644
--- a/data/ms/committees/lower-Workforce-Development-e31db1f4-93b9-411c-a16e-4b47f2afdea0.yml
+++ b/data/ms/committees/lower-Workforce-Development-e31db1f4-93b9-411c-a16e-4b47f2afdea0.yml
@@ -73,3 +73,9 @@ members:
 - name: Zakiya Summers
   role: member
   person_id: ocd-person/56158045-4973-4fd2-9589-01ad212f2975
+other_names:
+- name: Committee on Workforce Development
+- name: House Committee on Workforce Development
+- name: House Workforce Development
+- name: House Workforce Development Committee
+- name: Workforce Development Committee
diff --git a/data/ms/committees/lower-Youth-and-Family-Affairs-cb2deaab-6a67-4346-8795-f72f85717dfb.yml b/data/ms/committees/lower-Youth-and-Family-Affairs-cb2deaab-6a67-4346-8795-f72f85717dfb.yml
index d6d3545101..a5da88f049 100644
--- a/data/ms/committees/lower-Youth-and-Family-Affairs-cb2deaab-6a67-4346-8795-f72f85717dfb.yml
+++ b/data/ms/committees/lower-Youth-and-Family-Affairs-cb2deaab-6a67-4346-8795-f72f85717dfb.yml
@@ -34,3 +34,9 @@ members:
 - name: Rob Roberson
   role: member
   person_id: ocd-person/e36cdae5-3437-48fc-93b4-280b09af661b
+other_names:
+- name: Committee on Youth and Family Affairs
+- name: House Committee on Youth and Family Affairs
+- name: House Youth and Family Affairs
+- name: House Youth and Family Affairs Committee
+- name: Youth and Family Affairs Committee
diff --git a/data/ms/committees/upper-Accountability-Efficiency-Transparency-1ebd4db3-6473-48e5-85b3-e9c6eec610de.yml b/data/ms/committees/upper-Accountability-Efficiency-Transparency-1ebd4db3-6473-48e5-85b3-e9c6eec610de.yml
index 9b82301dfb..2cc04cecb4 100644
--- a/data/ms/committees/upper-Accountability-Efficiency-Transparency-1ebd4db3-6473-48e5-85b3-e9c6eec610de.yml
+++ b/data/ms/committees/upper-Accountability-Efficiency-Transparency-1ebd4db3-6473-48e5-85b3-e9c6eec610de.yml
@@ -43,3 +43,9 @@ members:
 - name: Mike Thompson
   role: member
   person_id: ocd-person/eaa39996-c8a7-4568-b01e-d7685667227b
+other_names:
+- name: Accountability, Efficiency, Transparency Committee
+- name: Committee on Accountability, Efficiency, Transparency
+- name: Senate Accountability, Efficiency, Transparency
+- name: Senate Accountability, Efficiency, Transparency Committee
+- name: Senate Committee on Accountability, Efficiency, Transparency
diff --git a/data/ms/committees/upper-Agriculture-d7f984bd-9b90-426b-b0b0-9e4994b7cd41.yml b/data/ms/committees/upper-Agriculture-d7f984bd-9b90-426b-b0b0-9e4994b7cd41.yml
index bbb99a78e1..2f4d1adc23 100644
--- a/data/ms/committees/upper-Agriculture-d7f984bd-9b90-426b-b0b0-9e4994b7cd41.yml
+++ b/data/ms/committees/upper-Agriculture-d7f984bd-9b90-426b-b0b0-9e4994b7cd41.yml
@@ -49,3 +49,9 @@ members:
 - name: Tyler McCaughn
   role: member
   person_id: ocd-person/bd335f00-4e41-4972-b8f4-f2249b410614
+other_names:
+- name: Agriculture Committee
+- name: Committee on Agriculture
+- name: Senate Agriculture
+- name: Senate Agriculture Committee
+- name: Senate Committee on Agriculture
diff --git a/data/ms/committees/upper-Appropriations-2c67fa23-149d-4a45-8f82-4e2163ac1a93.yml b/data/ms/committees/upper-Appropriations-2c67fa23-149d-4a45-8f82-4e2163ac1a93.yml
index 5535776eed..2d86ef2a59 100644
--- a/data/ms/committees/upper-Appropriations-2c67fa23-149d-4a45-8f82-4e2163ac1a93.yml
+++ b/data/ms/committees/upper-Appropriations-2c67fa23-149d-4a45-8f82-4e2163ac1a93.yml
@@ -88,3 +88,9 @@ members:
 - name: Walter Michel
   role: member
   person_id: ocd-person/61c65e25-07c9-445c-8cef-1e6d53cbbfb3
+other_names:
+- name: Appropriations Committee
+- name: Committee on Appropriations
+- name: Senate Appropriations
+- name: Senate Appropriations Committee
+- name: Senate Committee on Appropriations
diff --git a/data/ms/committees/upper-Business-and-Financial-Institutions-d20a3c5c-dfcb-4236-bb99-6c80df2a93ce.yml b/data/ms/committees/upper-Business-and-Financial-Institutions-d20a3c5c-dfcb-4236-bb99-6c80df2a93ce.yml
index db27d2b2e9..9177d4cb1f 100644
--- a/data/ms/committees/upper-Business-and-Financial-Institutions-d20a3c5c-dfcb-4236-bb99-6c80df2a93ce.yml
+++ b/data/ms/committees/upper-Business-and-Financial-Institutions-d20a3c5c-dfcb-4236-bb99-6c80df2a93ce.yml
@@ -49,3 +49,9 @@ members:
 - name: Rod Hickman
   role: member
   person_id: ocd-person/eb5bde8b-1497-4a27-9806-128cf68cb00d
+other_names:
+- name: Business and Financial Institutions Committee
+- name: Committee on Business and Financial Institutions
+- name: Senate Business and Financial Institutions
+- name: Senate Business and Financial Institutions Committee
+- name: Senate Committee on Business and Financial Institutions
diff --git a/data/ms/committees/upper-Constitution-1376161a-c2bd-4151-af4f-afbce47f9446.yml b/data/ms/committees/upper-Constitution-1376161a-c2bd-4151-af4f-afbce47f9446.yml
index c417511335..f60dc932ab 100644
--- a/data/ms/committees/upper-Constitution-1376161a-c2bd-4151-af4f-afbce47f9446.yml
+++ b/data/ms/committees/upper-Constitution-1376161a-c2bd-4151-af4f-afbce47f9446.yml
@@ -37,3 +37,9 @@ members:
 - name: Mike Thompson
   role: member
   person_id: ocd-person/eaa39996-c8a7-4568-b01e-d7685667227b
+other_names:
+- name: Committee on Constitution
+- name: Constitution Committee
+- name: Senate Committee on Constitution
+- name: Senate Constitution
+- name: Senate Constitution Committee
diff --git a/data/ms/committees/upper-Corrections-4b76befb-c0de-4e3e-a260-413d5f283604.yml b/data/ms/committees/upper-Corrections-4b76befb-c0de-4e3e-a260-413d5f283604.yml
index 3ed260035a..33f19325b9 100644
--- a/data/ms/committees/upper-Corrections-4b76befb-c0de-4e3e-a260-413d5f283604.yml
+++ b/data/ms/committees/upper-Corrections-4b76befb-c0de-4e3e-a260-413d5f283604.yml
@@ -43,3 +43,9 @@ members:
 - name: Sarita Simmons
   role: member
   person_id: ocd-person/f1012c43-9559-4f7a-8b70-8dd9cf88bab1
+other_names:
+- name: Committee on Corrections
+- name: Corrections Committee
+- name: Senate Committee on Corrections
+- name: Senate Corrections
+- name: Senate Corrections Committee
diff --git a/data/ms/committees/upper-County-Affairs-b65cad0c-bda7-4873-b99c-68177407e5db.yml b/data/ms/committees/upper-County-Affairs-b65cad0c-bda7-4873-b99c-68177407e5db.yml
index c27b0c4e3f..2ebb4dde94 100644
--- a/data/ms/committees/upper-County-Affairs-b65cad0c-bda7-4873-b99c-68177407e5db.yml
+++ b/data/ms/committees/upper-County-Affairs-b65cad0c-bda7-4873-b99c-68177407e5db.yml
@@ -37,3 +37,9 @@ members:
 - name: Rita Parks
   role: member
   person_id: ocd-person/d618a68e-ed3a-47a5-be24-852af75d9ab3
+other_names:
+- name: Committee on County Affairs
+- name: County Affairs Committee
+- name: Senate Committee on County Affairs
+- name: Senate County Affairs
+- name: Senate County Affairs Committee
diff --git a/data/ms/committees/upper-Drug-Policy-ebe44fe1-3fec-4131-961d-6a8e5666d84c.yml b/data/ms/committees/upper-Drug-Policy-ebe44fe1-3fec-4131-961d-6a8e5666d84c.yml
index 356cfc6c95..5a0bf78482 100644
--- a/data/ms/committees/upper-Drug-Policy-ebe44fe1-3fec-4131-961d-6a8e5666d84c.yml
+++ b/data/ms/committees/upper-Drug-Policy-ebe44fe1-3fec-4131-961d-6a8e5666d84c.yml
@@ -43,3 +43,9 @@ members:
 - name: Rod Hickman
   role: member
   person_id: ocd-person/eb5bde8b-1497-4a27-9806-128cf68cb00d
+other_names:
+- name: Committee on Drug Policy
+- name: Drug Policy Committee
+- name: Senate Committee on Drug Policy
+- name: Senate Drug Policy
+- name: Senate Drug Policy Committee
diff --git a/data/ms/committees/upper-Economic-and-Workforce-Development-99ff49b0-eadd-47a2-a4c2-78cccf126a6c.yml b/data/ms/committees/upper-Economic-and-Workforce-Development-99ff49b0-eadd-47a2-a4c2-78cccf126a6c.yml
index 0b6541d586..05d439053b 100644
--- a/data/ms/committees/upper-Economic-and-Workforce-Development-99ff49b0-eadd-47a2-a4c2-78cccf126a6c.yml
+++ b/data/ms/committees/upper-Economic-and-Workforce-Development-99ff49b0-eadd-47a2-a4c2-78cccf126a6c.yml
@@ -43,3 +43,9 @@ members:
 - name: Robin Robinson
   role: member
   person_id: ocd-person/33bd801c-d704-46a8-b60f-5929bc412479
+other_names:
+- name: Committee on Economic and Workforce Development
+- name: Economic and Workforce Development Committee
+- name: Senate Committee on Economic and Workforce Development
+- name: Senate Economic and Workforce Development
+- name: Senate Economic and Workforce Development Committee
diff --git a/data/ms/committees/upper-Education-85febb10-572f-43bd-958b-234488c024f4.yml b/data/ms/committees/upper-Education-85febb10-572f-43bd-958b-234488c024f4.yml
index 6ab74653cd..33d6dfb760 100644
--- a/data/ms/committees/upper-Education-85febb10-572f-43bd-958b-234488c024f4.yml
+++ b/data/ms/committees/upper-Education-85febb10-572f-43bd-958b-234488c024f4.yml
@@ -55,3 +55,9 @@ members:
 - name: Sollie Norwood
   role: member
   person_id: ocd-person/4b5fb3d4-b284-4886-bb0b-4c00febb1724
+other_names:
+- name: Committee on Education
+- name: Education Committee
+- name: Senate Committee on Education
+- name: Senate Education
+- name: Senate Education Committee
diff --git a/data/ms/committees/upper-Elections-6100d89d-eea9-4cf8-b4a8-82723558b66d.yml b/data/ms/committees/upper-Elections-6100d89d-eea9-4cf8-b4a8-82723558b66d.yml
index ac8161e192..82cbaf9ade 100644
--- a/data/ms/committees/upper-Elections-6100d89d-eea9-4cf8-b4a8-82723558b66d.yml
+++ b/data/ms/committees/upper-Elections-6100d89d-eea9-4cf8-b4a8-82723558b66d.yml
@@ -37,3 +37,9 @@ members:
 - name: Lydia Chassaniol
   role: member
   person_id: ocd-person/094c0731-4932-4400-ad96-84c83ba1dd59
+other_names:
+- name: Committee on Elections
+- name: Elections Committee
+- name: Senate Committee on Elections
+- name: Senate Elections
+- name: Senate Elections Committee
diff --git a/data/ms/committees/upper-Energy-274ff9df-6c32-498a-9670-23faaf472190.yml b/data/ms/committees/upper-Energy-274ff9df-6c32-498a-9670-23faaf472190.yml
index 4bf6114e8d..104711e063 100644
--- a/data/ms/committees/upper-Energy-274ff9df-6c32-498a-9670-23faaf472190.yml
+++ b/data/ms/committees/upper-Energy-274ff9df-6c32-498a-9670-23faaf472190.yml
@@ -55,3 +55,9 @@ members:
 - name: Walter Michel
   role: member
   person_id: ocd-person/61c65e25-07c9-445c-8cef-1e6d53cbbfb3
+other_names:
+- name: Committee on Energy
+- name: Energy Committee
+- name: Senate Committee on Energy
+- name: Senate Energy
+- name: Senate Energy Committee
diff --git a/data/ms/committees/upper-Enrolled-Bills-db589d92-b87c-4be4-8846-bd2c32258e18.yml b/data/ms/committees/upper-Enrolled-Bills-db589d92-b87c-4be4-8846-bd2c32258e18.yml
index b767e5c645..52ba53b58f 100644
--- a/data/ms/committees/upper-Enrolled-Bills-db589d92-b87c-4be4-8846-bd2c32258e18.yml
+++ b/data/ms/committees/upper-Enrolled-Bills-db589d92-b87c-4be4-8846-bd2c32258e18.yml
@@ -25,3 +25,9 @@ members:
 - name: Mike Thompson
   role: member
   person_id: ocd-person/eaa39996-c8a7-4568-b01e-d7685667227b
+other_names:
+- name: Committee on Enrolled Bills
+- name: Enrolled Bills Committee
+- name: Senate Committee on Enrolled Bills
+- name: Senate Enrolled Bills
+- name: Senate Enrolled Bills Committee
diff --git a/data/ms/committees/upper-Environmental-Protection-Conservation-and-Water-Resources-77b0cb49-18db-4548-8bb8-9f110ea103e3.yml b/data/ms/committees/upper-Environmental-Protection-Conservation-and-Water-Resources-77b0cb49-18db-4548-8bb8-9f110ea103e3.yml
index 57b4f51292..bb16b1ffe3 100644
--- a/data/ms/committees/upper-Environmental-Protection-Conservation-and-Water-Resources-77b0cb49-18db-4548-8bb8-9f110ea103e3.yml
+++ b/data/ms/committees/upper-Environmental-Protection-Conservation-and-Water-Resources-77b0cb49-18db-4548-8bb8-9f110ea103e3.yml
@@ -37,3 +37,9 @@ members:
 - name: Robin Robinson
   role: member
   person_id: ocd-person/33bd801c-d704-46a8-b60f-5929bc412479
+other_names:
+- name: Committee on Environmental Protection, Conservation and Water Resources
+- name: Environmental Protection, Conservation and Water Resources Committee
+- name: Senate Committee on Environmental Protection, Conservation and Water Resources
+- name: Senate Environmental Protection, Conservation and Water Resources
+- name: Senate Environmental Protection, Conservation and Water Resources Committee
diff --git a/data/ms/committees/upper-Ethics-04d3043b-3bbe-4ebe-834a-217a5b2cae97.yml b/data/ms/committees/upper-Ethics-04d3043b-3bbe-4ebe-834a-217a5b2cae97.yml
index e5c5a16618..77d3c4ce24 100644
--- a/data/ms/committees/upper-Ethics-04d3043b-3bbe-4ebe-834a-217a5b2cae97.yml
+++ b/data/ms/committees/upper-Ethics-04d3043b-3bbe-4ebe-834a-217a5b2cae97.yml
@@ -37,3 +37,9 @@ members:
 - name: Sarita Simmons
   role: member
   person_id: ocd-person/f1012c43-9559-4f7a-8b70-8dd9cf88bab1
+other_names:
+- name: Committee on Ethics
+- name: Ethics Committee
+- name: Senate Committee on Ethics
+- name: Senate Ethics
+- name: Senate Ethics Committee
diff --git a/data/ms/committees/upper-Executive-Contingent-Fund-cbf0c195-8884-4a0b-8221-2cc11b356f15.yml b/data/ms/committees/upper-Executive-Contingent-Fund-cbf0c195-8884-4a0b-8221-2cc11b356f15.yml
index d29e024554..7eb1bdc049 100644
--- a/data/ms/committees/upper-Executive-Contingent-Fund-cbf0c195-8884-4a0b-8221-2cc11b356f15.yml
+++ b/data/ms/committees/upper-Executive-Contingent-Fund-cbf0c195-8884-4a0b-8221-2cc11b356f15.yml
@@ -25,3 +25,9 @@ members:
 - name: Kathy Chism
   role: member
   person_id: ocd-person/cc7b9351-ea3c-4436-8cc7-9ec0f34b3e0a
+other_names:
+- name: Committee on Executive Contingent Fund
+- name: Executive Contingent Fund Committee
+- name: Senate Committee on Executive Contingent Fund
+- name: Senate Executive Contingent Fund
+- name: Senate Executive Contingent Fund Committee
diff --git a/data/ms/committees/upper-Finance-25237ab0-589f-4c48-b7cd-84f5a23454a7.yml b/data/ms/committees/upper-Finance-25237ab0-589f-4c48-b7cd-84f5a23454a7.yml
index 07760ea1e1..37a39656a1 100644
--- a/data/ms/committees/upper-Finance-25237ab0-589f-4c48-b7cd-84f5a23454a7.yml
+++ b/data/ms/committees/upper-Finance-25237ab0-589f-4c48-b7cd-84f5a23454a7.yml
@@ -88,3 +88,9 @@ members:
 - name: Philman Ladner
   role: member
   person_id: ocd-person/7aef9236-de61-47cf-8243-b5a21fcac9dc
+other_names:
+- name: Committee on Finance
+- name: Finance Committee
+- name: Senate Committee on Finance
+- name: Senate Finance
+- name: Senate Finance Committee
diff --git a/data/ms/committees/upper-Forestry-32263b7d-62cb-4f80-90ff-c71474960788.yml b/data/ms/committees/upper-Forestry-32263b7d-62cb-4f80-90ff-c71474960788.yml
index 4a998457da..a4e83741c5 100644
--- a/data/ms/committees/upper-Forestry-32263b7d-62cb-4f80-90ff-c71474960788.yml
+++ b/data/ms/committees/upper-Forestry-32263b7d-62cb-4f80-90ff-c71474960788.yml
@@ -37,3 +37,9 @@ members:
 - name: Walter Michel
   role: member
   person_id: ocd-person/61c65e25-07c9-445c-8cef-1e6d53cbbfb3
+other_names:
+- name: Committee on Forestry
+- name: Forestry Committee
+- name: Senate Committee on Forestry
+- name: Senate Forestry
+- name: Senate Forestry Committee
diff --git a/data/ms/committees/upper-Gaming-d3587c6b-26dd-451c-97a6-a6c8e462043f.yml b/data/ms/committees/upper-Gaming-d3587c6b-26dd-451c-97a6-a6c8e462043f.yml
index 486a97934f..b9d2442831 100644
--- a/data/ms/committees/upper-Gaming-d3587c6b-26dd-451c-97a6-a6c8e462043f.yml
+++ b/data/ms/committees/upper-Gaming-d3587c6b-26dd-451c-97a6-a6c8e462043f.yml
@@ -37,3 +37,9 @@ members:
 - name: Reginald Jackson
   role: member
   person_id: ocd-person/0fde8bcf-e43a-4b39-a9a5-b7869424e2d9
+other_names:
+- name: Committee on Gaming
+- name: Gaming Committee
+- name: Senate Committee on Gaming
+- name: Senate Gaming
+- name: Senate Gaming Committee
diff --git a/data/ms/committees/upper-Government-Structure-b36d1548-f164-4124-99ed-b5d088cd138f.yml b/data/ms/committees/upper-Government-Structure-b36d1548-f164-4124-99ed-b5d088cd138f.yml
index ece045f4c9..745c0e71d8 100644
--- a/data/ms/committees/upper-Government-Structure-b36d1548-f164-4124-99ed-b5d088cd138f.yml
+++ b/data/ms/committees/upper-Government-Structure-b36d1548-f164-4124-99ed-b5d088cd138f.yml
@@ -25,3 +25,9 @@ members:
 - name: Tyler McCaughn
   role: member
   person_id: ocd-person/bd335f00-4e41-4972-b8f4-f2249b410614
+other_names:
+- name: Committee on Government Structure
+- name: Government Structure Committee
+- name: Senate Committee on Government Structure
+- name: Senate Government Structure
+- name: Senate Government Structure Committee
diff --git a/data/ms/committees/upper-Highways-and-Transportation-01e04824-e61d-4f67-8fe1-152f4bbdd984.yml b/data/ms/committees/upper-Highways-and-Transportation-01e04824-e61d-4f67-8fe1-152f4bbdd984.yml
index 5dc417bc6e..ab2422029e 100644
--- a/data/ms/committees/upper-Highways-and-Transportation-01e04824-e61d-4f67-8fe1-152f4bbdd984.yml
+++ b/data/ms/committees/upper-Highways-and-Transportation-01e04824-e61d-4f67-8fe1-152f4bbdd984.yml
@@ -67,3 +67,9 @@ members:
 - name: Scott DeLano
   role: member
   person_id: ocd-person/8467b994-f651-446b-b77f-0632ff790ff8
+other_names:
+- name: Committee on Highways and Transportation
+- name: Highways and Transportation Committee
+- name: Senate Committee on Highways and Transportation
+- name: Senate Highways and Transportation
+- name: Senate Highways and Transportation Committee
diff --git a/data/ms/committees/upper-Housing-24684999-9543-4027-b10b-465320a4a16b.yml b/data/ms/committees/upper-Housing-24684999-9543-4027-b10b-465320a4a16b.yml
index 5c8bd99769..75caf9be7f 100644
--- a/data/ms/committees/upper-Housing-24684999-9543-4027-b10b-465320a4a16b.yml
+++ b/data/ms/committees/upper-Housing-24684999-9543-4027-b10b-465320a4a16b.yml
@@ -31,3 +31,9 @@ members:
 - name: Walter Michel
   role: member
   person_id: ocd-person/61c65e25-07c9-445c-8cef-1e6d53cbbfb3
+other_names:
+- name: Committee on Housing
+- name: Housing Committee
+- name: Senate Committee on Housing
+- name: Senate Housing
+- name: Senate Housing Committee
diff --git a/data/ms/committees/upper-Insurance-6237b1d1-fbfc-455a-9d4d-314e0596d26c.yml b/data/ms/committees/upper-Insurance-6237b1d1-fbfc-455a-9d4d-314e0596d26c.yml
index 9ea16f4769..94dc6f5275 100644
--- a/data/ms/committees/upper-Insurance-6237b1d1-fbfc-455a-9d4d-314e0596d26c.yml
+++ b/data/ms/committees/upper-Insurance-6237b1d1-fbfc-455a-9d4d-314e0596d26c.yml
@@ -49,3 +49,9 @@ members:
 - name: Scott DeLano
   role: member
   person_id: ocd-person/8467b994-f651-446b-b77f-0632ff790ff8
+other_names:
+- name: Committee on Insurance
+- name: Insurance Committee
+- name: Senate Committee on Insurance
+- name: Senate Insurance
+- name: Senate Insurance Committee
diff --git a/data/ms/committees/upper-Interstate-and-Federal-Cooperation-a61ced3e-7c8c-4867-a241-e63fe059a298.yml b/data/ms/committees/upper-Interstate-and-Federal-Cooperation-a61ced3e-7c8c-4867-a241-e63fe059a298.yml
index 35a7273d1c..03652eba3b 100644
--- a/data/ms/committees/upper-Interstate-and-Federal-Cooperation-a61ced3e-7c8c-4867-a241-e63fe059a298.yml
+++ b/data/ms/committees/upper-Interstate-and-Federal-Cooperation-a61ced3e-7c8c-4867-a241-e63fe059a298.yml
@@ -25,3 +25,9 @@ members:
 - name: Walter Michel
   role: member
   person_id: ocd-person/61c65e25-07c9-445c-8cef-1e6d53cbbfb3
+other_names:
+- name: Committee on Interstate and Federal Cooperation
+- name: Interstate and Federal Cooperation Committee
+- name: Senate Committee on Interstate and Federal Cooperation
+- name: Senate Interstate and Federal Cooperation
+- name: Senate Interstate and Federal Cooperation Committee
diff --git a/data/ms/committees/upper-Investigate-State-Offices-8b3a4836-bd23-48a6-a960-051630b3a152.yml b/data/ms/committees/upper-Investigate-State-Offices-8b3a4836-bd23-48a6-a960-051630b3a152.yml
index c5832acfef..ef58e11732 100644
--- a/data/ms/committees/upper-Investigate-State-Offices-8b3a4836-bd23-48a6-a960-051630b3a152.yml
+++ b/data/ms/committees/upper-Investigate-State-Offices-8b3a4836-bd23-48a6-a960-051630b3a152.yml
@@ -37,3 +37,9 @@ members:
 - name: Rita Parks
   role: member
   person_id: ocd-person/d618a68e-ed3a-47a5-be24-852af75d9ab3
+other_names:
+- name: Committee on Investigate State Offices
+- name: Investigate State Offices Committee
+- name: Senate Committee on Investigate State Offices
+- name: Senate Investigate State Offices
+- name: Senate Investigate State Offices Committee
diff --git a/data/ms/committees/upper-Judiciary-Division-A-f32c146a-9a8f-4a26-bcdf-be400bb3776d.yml b/data/ms/committees/upper-Judiciary-Division-A-f32c146a-9a8f-4a26-bcdf-be400bb3776d.yml
index 266810935e..b3c7593d17 100644
--- a/data/ms/committees/upper-Judiciary-Division-A-f32c146a-9a8f-4a26-bcdf-be400bb3776d.yml
+++ b/data/ms/committees/upper-Judiciary-Division-A-f32c146a-9a8f-4a26-bcdf-be400bb3776d.yml
@@ -55,3 +55,9 @@ members:
 - name: Nicole Boyd
   role: member
   person_id: ocd-person/befe53fc-f95d-49df-93f4-9985e00151e6
+other_names:
+- name: Committee on Judiciary, Division A
+- name: Judiciary, Division A Committee
+- name: Senate Committee on Judiciary, Division A
+- name: Senate Judiciary, Division A
+- name: Senate Judiciary, Division A Committee
diff --git a/data/ms/committees/upper-Judiciary-Division-B-78616b01-e0e7-44c7-821c-8ca7a56e1de1.yml b/data/ms/committees/upper-Judiciary-Division-B-78616b01-e0e7-44c7-821c-8ca7a56e1de1.yml
index 4f3ad7c6f5..713a89c29a 100644
--- a/data/ms/committees/upper-Judiciary-Division-B-78616b01-e0e7-44c7-821c-8ca7a56e1de1.yml
+++ b/data/ms/committees/upper-Judiciary-Division-B-78616b01-e0e7-44c7-821c-8ca7a56e1de1.yml
@@ -55,3 +55,9 @@ members:
 - name: Tyler McCaughn
   role: member
   person_id: ocd-person/bd335f00-4e41-4972-b8f4-f2249b410614
+other_names:
+- name: Committee on Judiciary, Division B
+- name: Judiciary, Division B Committee
+- name: Senate Committee on Judiciary, Division B
+- name: Senate Judiciary, Division B
+- name: Senate Judiciary, Division B Committee
diff --git a/data/ms/committees/upper-Labor-3bc07f6b-a13a-44c1-a451-230d27d70141.yml b/data/ms/committees/upper-Labor-3bc07f6b-a13a-44c1-a451-230d27d70141.yml
index 8c2856d0fc..bf2c2889ae 100644
--- a/data/ms/committees/upper-Labor-3bc07f6b-a13a-44c1-a451-230d27d70141.yml
+++ b/data/ms/committees/upper-Labor-3bc07f6b-a13a-44c1-a451-230d27d70141.yml
@@ -37,3 +37,9 @@ members:
 - name: Sarita Simmons
   role: member
   person_id: ocd-person/f1012c43-9559-4f7a-8b70-8dd9cf88bab1
+other_names:
+- name: Committee on Labor
+- name: Labor Committee
+- name: Senate Committee on Labor
+- name: Senate Labor
+- name: Senate Labor Committee
diff --git a/data/ms/committees/upper-Local-and-Private-989f56e6-c1fa-4e9e-9780-4f2db30befae.yml b/data/ms/committees/upper-Local-and-Private-989f56e6-c1fa-4e9e-9780-4f2db30befae.yml
index b6bb052b93..74df0dc76d 100644
--- a/data/ms/committees/upper-Local-and-Private-989f56e6-c1fa-4e9e-9780-4f2db30befae.yml
+++ b/data/ms/committees/upper-Local-and-Private-989f56e6-c1fa-4e9e-9780-4f2db30befae.yml
@@ -25,3 +25,9 @@ members:
 - name: Joey Fillingane
   role: member
   person_id: ocd-person/bc0bd61c-da9a-40db-bf66-a0108b01275e
+other_names:
+- name: Committee on Local and Private
+- name: Local and Private Committee
+- name: Senate Committee on Local and Private
+- name: Senate Local and Private
+- name: Senate Local and Private Committee
diff --git a/data/ms/committees/upper-Medicaid-4f1e93be-f597-4853-82d2-cb7c2e3b0ee6.yml b/data/ms/committees/upper-Medicaid-4f1e93be-f597-4853-82d2-cb7c2e3b0ee6.yml
index a0916b203a..f58e5c6a3a 100644
--- a/data/ms/committees/upper-Medicaid-4f1e93be-f597-4853-82d2-cb7c2e3b0ee6.yml
+++ b/data/ms/committees/upper-Medicaid-4f1e93be-f597-4853-82d2-cb7c2e3b0ee6.yml
@@ -43,3 +43,9 @@ members:
 - name: Rod Hickman
   role: member
   person_id: ocd-person/eb5bde8b-1497-4a27-9806-128cf68cb00d
+other_names:
+- name: Committee on Medicaid
+- name: Medicaid Committee
+- name: Senate Committee on Medicaid
+- name: Senate Medicaid
+- name: Senate Medicaid Committee
diff --git a/data/ms/committees/upper-Municipalities-0fd9c958-be89-46bc-8b2e-3903616e39e2.yml b/data/ms/committees/upper-Municipalities-0fd9c958-be89-46bc-8b2e-3903616e39e2.yml
index 4259eee498..0234967644 100644
--- a/data/ms/committees/upper-Municipalities-0fd9c958-be89-46bc-8b2e-3903616e39e2.yml
+++ b/data/ms/committees/upper-Municipalities-0fd9c958-be89-46bc-8b2e-3903616e39e2.yml
@@ -43,3 +43,9 @@ members:
 - name: Sollie Norwood
   role: member
   person_id: ocd-person/4b5fb3d4-b284-4886-bb0b-4c00febb1724
+other_names:
+- name: Committee on Municipalities
+- name: Municipalities Committee
+- name: Senate Committee on Municipalities
+- name: Senate Municipalities
+- name: Senate Municipalities Committee
diff --git a/data/ms/committees/upper-Ports-and-Marine-Resources-971efc5b-6c10-4fb6-8c64-000bbc85bfc3.yml b/data/ms/committees/upper-Ports-and-Marine-Resources-971efc5b-6c10-4fb6-8c64-000bbc85bfc3.yml
index bb3be570fe..ee83967793 100644
--- a/data/ms/committees/upper-Ports-and-Marine-Resources-971efc5b-6c10-4fb6-8c64-000bbc85bfc3.yml
+++ b/data/ms/committees/upper-Ports-and-Marine-Resources-971efc5b-6c10-4fb6-8c64-000bbc85bfc3.yml
@@ -43,3 +43,9 @@ members:
 - name: Scott DeLano
   role: member
   person_id: ocd-person/8467b994-f651-446b-b77f-0632ff790ff8
+other_names:
+- name: Committee on Ports and Marine Resources
+- name: Ports and Marine Resources Committee
+- name: Senate Committee on Ports and Marine Resources
+- name: Senate Ports and Marine Resources
+- name: Senate Ports and Marine Resources Committee
diff --git a/data/ms/committees/upper-Public-Health-and-Welfare-c3a66c3e-23fb-4d45-8ca2-8b4b33a16fd6.yml b/data/ms/committees/upper-Public-Health-and-Welfare-c3a66c3e-23fb-4d45-8ca2-8b4b33a16fd6.yml
index ce3260edec..366fda98c3 100644
--- a/data/ms/committees/upper-Public-Health-and-Welfare-c3a66c3e-23fb-4d45-8ca2-8b4b33a16fd6.yml
+++ b/data/ms/committees/upper-Public-Health-and-Welfare-c3a66c3e-23fb-4d45-8ca2-8b4b33a16fd6.yml
@@ -67,3 +67,9 @@ members:
 - name: Rod Hickman
   role: member
   person_id: ocd-person/eb5bde8b-1497-4a27-9806-128cf68cb00d
+other_names:
+- name: Committee on Public Health and Welfare
+- name: Public Health and Welfare Committee
+- name: Senate Committee on Public Health and Welfare
+- name: Senate Public Health and Welfare
+- name: Senate Public Health and Welfare Committee
diff --git a/data/ms/committees/upper-Public-Property-690a3fb5-41c1-4bc8-b8f5-d6a095bbe49b.yml b/data/ms/committees/upper-Public-Property-690a3fb5-41c1-4bc8-b8f5-d6a095bbe49b.yml
index c7b4433c02..d89f9de04c 100644
--- a/data/ms/committees/upper-Public-Property-690a3fb5-41c1-4bc8-b8f5-d6a095bbe49b.yml
+++ b/data/ms/committees/upper-Public-Property-690a3fb5-41c1-4bc8-b8f5-d6a095bbe49b.yml
@@ -31,3 +31,9 @@ members:
 - name: Philman Ladner
   role: member
   person_id: ocd-person/7aef9236-de61-47cf-8243-b5a21fcac9dc
+other_names:
+- name: Committee on Public Property
+- name: Public Property Committee
+- name: Senate Committee on Public Property
+- name: Senate Public Property
+- name: Senate Public Property Committee
diff --git a/data/ms/committees/upper-Rules-88b75a5d-b239-4b64-b07a-5f7f23f76d0a.yml b/data/ms/committees/upper-Rules-88b75a5d-b239-4b64-b07a-5f7f23f76d0a.yml
index 7230b5d0c1..aa520ef671 100644
--- a/data/ms/committees/upper-Rules-88b75a5d-b239-4b64-b07a-5f7f23f76d0a.yml
+++ b/data/ms/committees/upper-Rules-88b75a5d-b239-4b64-b07a-5f7f23f76d0a.yml
@@ -25,3 +25,9 @@ members:
 - name: Neil Whaley
   role: member
   person_id: ocd-person/60cdec6e-abad-4d5c-97ca-83da67ed7a67
+other_names:
+- name: Committee on Rules
+- name: Rules Committee
+- name: Senate Committee on Rules
+- name: Senate Rules
+- name: Senate Rules Committee
diff --git a/data/ms/committees/upper-State-Library-95c361f3-93e5-4d25-8521-585d00bb7815.yml b/data/ms/committees/upper-State-Library-95c361f3-93e5-4d25-8521-585d00bb7815.yml
index 951d71b14c..8f88630627 100644
--- a/data/ms/committees/upper-State-Library-95c361f3-93e5-4d25-8521-585d00bb7815.yml
+++ b/data/ms/committees/upper-State-Library-95c361f3-93e5-4d25-8521-585d00bb7815.yml
@@ -25,3 +25,9 @@ members:
 - name: Kathy Chism
   role: member
   person_id: ocd-person/cc7b9351-ea3c-4436-8cc7-9ec0f34b3e0a
+other_names:
+- name: Committee on State Library
+- name: Senate Committee on State Library
+- name: Senate State Library
+- name: Senate State Library Committee
+- name: State Library Committee
diff --git a/data/ms/committees/upper-Technology-b86a3ffa-5b71-4c9f-9b8d-d78db06bfb5a.yml b/data/ms/committees/upper-Technology-b86a3ffa-5b71-4c9f-9b8d-d78db06bfb5a.yml
index 5517e1ee2c..f95f413fd5 100644
--- a/data/ms/committees/upper-Technology-b86a3ffa-5b71-4c9f-9b8d-d78db06bfb5a.yml
+++ b/data/ms/committees/upper-Technology-b86a3ffa-5b71-4c9f-9b8d-d78db06bfb5a.yml
@@ -31,3 +31,9 @@ members:
 - name: Scott DeLano
   role: member
   person_id: ocd-person/8467b994-f651-446b-b77f-0632ff790ff8
+other_names:
+- name: Committee on Technology
+- name: Senate Committee on Technology
+- name: Senate Technology
+- name: Senate Technology Committee
+- name: Technology Committee
diff --git a/data/ms/committees/upper-Tourism-f4600657-0ef9-4628-8338-2830f38942e9.yml b/data/ms/committees/upper-Tourism-f4600657-0ef9-4628-8338-2830f38942e9.yml
index c8da201d01..7cbf62627e 100644
--- a/data/ms/committees/upper-Tourism-f4600657-0ef9-4628-8338-2830f38942e9.yml
+++ b/data/ms/committees/upper-Tourism-f4600657-0ef9-4628-8338-2830f38942e9.yml
@@ -43,3 +43,9 @@ members:
 - name: Sollie Norwood
   role: member
   person_id: ocd-person/4b5fb3d4-b284-4886-bb0b-4c00febb1724
+other_names:
+- name: Committee on Tourism
+- name: Senate Committee on Tourism
+- name: Senate Tourism
+- name: Senate Tourism Committee
+- name: Tourism Committee
diff --git a/data/ms/committees/upper-Universities-and-Colleges-6df811c7-78f2-4844-91fa-00f712f7d88e.yml b/data/ms/committees/upper-Universities-and-Colleges-6df811c7-78f2-4844-91fa-00f712f7d88e.yml
index 3c55377afe..271e4f197e 100644
--- a/data/ms/committees/upper-Universities-and-Colleges-6df811c7-78f2-4844-91fa-00f712f7d88e.yml
+++ b/data/ms/committees/upper-Universities-and-Colleges-6df811c7-78f2-4844-91fa-00f712f7d88e.yml
@@ -49,3 +49,9 @@ members:
 - name: Walter Michel
   role: member
   person_id: ocd-person/61c65e25-07c9-445c-8cef-1e6d53cbbfb3
+other_names:
+- name: Committee on Universities and Colleges
+- name: Senate Committee on Universities and Colleges
+- name: Senate Universities and Colleges
+- name: Senate Universities and Colleges Committee
+- name: Universities and Colleges Committee
diff --git a/data/ms/committees/upper-Veterans-and-Military-Affairs-33f0ba0f-5980-4983-a0b5-4cb22e8f123a.yml b/data/ms/committees/upper-Veterans-and-Military-Affairs-33f0ba0f-5980-4983-a0b5-4cb22e8f123a.yml
index 47e99a0620..30c9cfcc0c 100644
--- a/data/ms/committees/upper-Veterans-and-Military-Affairs-33f0ba0f-5980-4983-a0b5-4cb22e8f123a.yml
+++ b/data/ms/committees/upper-Veterans-and-Military-Affairs-33f0ba0f-5980-4983-a0b5-4cb22e8f123a.yml
@@ -31,3 +31,9 @@ members:
 - name: Walter Michel
   role: member
   person_id: ocd-person/61c65e25-07c9-445c-8cef-1e6d53cbbfb3
+other_names:
+- name: Committee on Veterans and Military Affairs
+- name: Senate Committee on Veterans and Military Affairs
+- name: Senate Veterans and Military Affairs
+- name: Senate Veterans and Military Affairs Committee
+- name: Veterans and Military Affairs Committee
diff --git a/data/ms/committees/upper-Wildlife-Fisheries-and-Parks-79afc914-1088-408b-a392-624a123c478a.yml b/data/ms/committees/upper-Wildlife-Fisheries-and-Parks-79afc914-1088-408b-a392-624a123c478a.yml
index dd84498179..33d03bf90d 100644
--- a/data/ms/committees/upper-Wildlife-Fisheries-and-Parks-79afc914-1088-408b-a392-624a123c478a.yml
+++ b/data/ms/committees/upper-Wildlife-Fisheries-and-Parks-79afc914-1088-408b-a392-624a123c478a.yml
@@ -43,3 +43,9 @@ members:
 - name: Mike Seymour
   role: member
   person_id: ocd-person/70b45762-64ee-4a16-b15a-194e4e3c9bf6
+other_names:
+- name: Committee on Wildlife, Fisheries and Parks
+- name: Senate Committee on Wildlife, Fisheries and Parks
+- name: Senate Wildlife, Fisheries and Parks
+- name: Senate Wildlife, Fisheries and Parks Committee
+- name: Wildlife, Fisheries and Parks Committee
diff --git a/data/ms/legislature/Albert-Butler-c012fed5-c753-4a01-9c3c-9924d178c24d.yml b/data/ms/legislature/Albert-Butler-c012fed5-c753-4a01-9c3c-9924d178c24d.yml
index 0763c3b804..11cb067cc6 100644
--- a/data/ms/legislature/Albert-Butler-c012fed5-c753-4a01-9c3c-9924d178c24d.yml
+++ b/data/ms/legislature/Albert-Butler-c012fed5-c753-4a01-9c3c-9924d178c24d.yml
@@ -31,6 +31,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/butler_(36th).xml
   note: homepage
 - url: https://billstatus.ls.state.ms.us/members/senate/butler.xml
+other_names:
+- name: A. Butler
+- name: Butler, A.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000029
diff --git a/data/ms/legislature/Andy-Berry-80fca1ba-017c-4941-990c-a5e2ff34aea0.yml b/data/ms/legislature/Andy-Berry-80fca1ba-017c-4941-990c-a5e2ff34aea0.yml
index 86305ad5e3..d8f2ebed6c 100644
--- a/data/ms/legislature/Andy-Berry-80fca1ba-017c-4941-990c-a5e2ff34aea0.yml
+++ b/data/ms/legislature/Andy-Berry-80fca1ba-017c-4941-990c-a5e2ff34aea0.yml
@@ -20,6 +20,9 @@ offices:
   address: P.O. Box 1018, Jackson, MS 39215
 links:
 - url: https://billstatus.ls.state.ms.us/members/senate/berry.xml
+other_names:
+- name: A. Berry
+- name: Berry, A.
 sources:
 - url: https://ballotpedia.org/Andy_Berry
 - url: https://billstatus.ls.state.ms.us/members/senate/berry.xml
diff --git a/data/ms/legislature/Andy-Boyd-95d25b69-8eb7-44cd-a789-54351e17970c.yml b/data/ms/legislature/Andy-Boyd-95d25b69-8eb7-44cd-a789-54351e17970c.yml
index 59d000ded5..ce4791e195 100644
--- a/data/ms/legislature/Andy-Boyd-95d25b69-8eb7-44cd-a789-54351e17970c.yml
+++ b/data/ms/legislature/Andy-Boyd-95d25b69-8eb7-44cd-a789-54351e17970c.yml
@@ -1,6 +1,6 @@
 id: ocd-person/95d25b69-8eb7-44cd-a789-54351e17970c
 name: Andy Boyd
-given_name: George Andrew
+given_name: Andy
 family_name: Boyd
 birth_date: '1957-06-26'
 gender: Male
@@ -27,6 +27,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/boyd_(37th).xml
   note: homepage
 other_names:
+- name: A. Boyd
+- name: Boyd, A.
+- name: G.A. Boyd
 - name: George Andrew Boyd
 - name: Boyd (37th)
 sources:
diff --git a/data/ms/legislature/Andy-Stepp-db170373-6140-4fbc-ab64-452d2abcd987.yml b/data/ms/legislature/Andy-Stepp-db170373-6140-4fbc-ab64-452d2abcd987.yml
index 8626ae1dfc..c80a4de813 100644
--- a/data/ms/legislature/Andy-Stepp-db170373-6140-4fbc-ab64-452d2abcd987.yml
+++ b/data/ms/legislature/Andy-Stepp-db170373-6140-4fbc-ab64-452d2abcd987.yml
@@ -1,6 +1,6 @@
 id: ocd-person/db170373-6140-4fbc-ab64-452d2abcd987
 name: Andy Stepp
-given_name: Andrew
+given_name: Andy
 family_name: Stepp
 birth_date: '1958-06-23'
 gender: Male
@@ -23,6 +23,9 @@ offices:
   voice: 662-983-4011
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/stepp.xml
+other_names:
+- name: A. Stepp
+- name: Stepp, A.
 sources:
 - url: https://ballotpedia.org/Andrew_Stepp
 - url: https://billstatus.ls.state.ms.us/members/house/stepp.xml
diff --git a/data/ms/legislature/Angela-Burks-Hill-4004cf9a-6d23-4323-b158-00f22078d2b4.yml b/data/ms/legislature/Angela-Burks-Hill-4004cf9a-6d23-4323-b158-00f22078d2b4.yml
index 110a4e4ac0..c4e3e7fc1b 100644
--- a/data/ms/legislature/Angela-Burks-Hill-4004cf9a-6d23-4323-b158-00f22078d2b4.yml
+++ b/data/ms/legislature/Angela-Burks-Hill-4004cf9a-6d23-4323-b158-00f22078d2b4.yml
@@ -1,6 +1,6 @@
 id: ocd-person/4004cf9a-6d23-4323-b158-00f22078d2b4
 name: Angela Hill
-given_name: Angela Burks
+given_name: Angela
 family_name: Hill
 birth_date: '1965-08-14'
 gender: Female
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/hill.xml
   note: homepage
 other_names:
+- name: A. Hill
+- name: A.B. Hill
+- name: Hill, A.
 - name: Angela Burks Hill
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Angela-Cockerham-83f9f72e-ec2d-4351-a227-d8a6aec18eed.yml b/data/ms/legislature/Angela-Cockerham-83f9f72e-ec2d-4351-a227-d8a6aec18eed.yml
index d53221829e..f8b6400ea1 100644
--- a/data/ms/legislature/Angela-Cockerham-83f9f72e-ec2d-4351-a227-d8a6aec18eed.yml
+++ b/data/ms/legislature/Angela-Cockerham-83f9f72e-ec2d-4351-a227-d8a6aec18eed.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/cockerham.xml
   note: homepage
+other_names:
+- name: A. Cockerham
+- name: Cockerham, A.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000063
diff --git a/data/ms/legislature/Angela-Turner-Ford-74d0c9b2-58a2-41a7-b2a0-582924a45adf.yml b/data/ms/legislature/Angela-Turner-Ford-74d0c9b2-58a2-41a7-b2a0-582924a45adf.yml
index 740289034e..45cea5bbf1 100644
--- a/data/ms/legislature/Angela-Turner-Ford-74d0c9b2-58a2-41a7-b2a0-582924a45adf.yml
+++ b/data/ms/legislature/Angela-Turner-Ford-74d0c9b2-58a2-41a7-b2a0-582924a45adf.yml
@@ -27,6 +27,8 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/turner-ford.xml
   note: homepage
 other_names:
+- name: A. Turner-Ford
+- name: Turner-Ford, A.
 - name: Turner- Ford
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Barbara-Blackmon-3b2b3cb2-3ef8-400d-b395-6b0895ea7631.yml b/data/ms/legislature/Barbara-Blackmon-3b2b3cb2-3ef8-400d-b395-6b0895ea7631.yml
index 149697bbb4..ef9588aff6 100644
--- a/data/ms/legislature/Barbara-Blackmon-3b2b3cb2-3ef8-400d-b395-6b0895ea7631.yml
+++ b/data/ms/legislature/Barbara-Blackmon-3b2b3cb2-3ef8-400d-b395-6b0895ea7631.yml
@@ -1,6 +1,6 @@
 id: ocd-person/3b2b3cb2-3ef8-400d-b395-6b0895ea7631
 name: Bradford Blackmon
-given_name: Bradford Jerome
+given_name: Bradford
 family_name: Blackmon
 gender: Male
 email: bblackmon@senate.ms.gov
@@ -24,6 +24,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/blackmon.xml
   note: homepage
 other_names:
+- name: B. Blackmon
+- name: B.J. Blackmon
+- name: Blackmon, B.
 - name: Bradford Jerome Blackmon
 - name: Barbara Blackmon
 other_identifiers:
diff --git a/data/ms/legislature/Bart-Williams-5f65f3a3-db2a-4573-a5c8-59b6cc0dbf40.yml b/data/ms/legislature/Bart-Williams-5f65f3a3-db2a-4573-a5c8-59b6cc0dbf40.yml
index 09432115a5..d2125fa5a0 100644
--- a/data/ms/legislature/Bart-Williams-5f65f3a3-db2a-4573-a5c8-59b6cc0dbf40.yml
+++ b/data/ms/legislature/Bart-Williams-5f65f3a3-db2a-4573-a5c8-59b6cc0dbf40.yml
@@ -1,6 +1,6 @@
 id: ocd-person/5f65f3a3-db2a-4573-a5c8-59b6cc0dbf40
 name: Bart Williams
-given_name: Thomas Barton
+given_name: Bart
 family_name: Williams
 birth_date: '1966-10-26'
 gender: Male
@@ -19,12 +19,15 @@ offices:
   voice: 601-359-4088
 - classification: capitol-mail
   address: P.O. Box 1018, Jackson, MS 39215
-- classification: district
-  address: 508 New Hope Church Road, Starkville, MS 39759
+- classification: home
+  address: 3111 Old Highway 12, Starkville, MS 39759
 links:
 - url: https://billstatus.ls.state.ms.us/members/senate/williams.xml
   note: homepage
 other_names:
+- name: B. Williams
+- name: T.B. Williams
+- name: Williams, B.
 - name: Thomas Barton Williams
 sources:
 - url: https://ballotpedia.org/Bart_Williams_(Mississippi)
diff --git a/data/ms/legislature/Becky-Currie-4b865b47-4811-4437-be08-0f3bf10d461c.yml b/data/ms/legislature/Becky-Currie-4b865b47-4811-4437-be08-0f3bf10d461c.yml
index 38aa83a62a..2746f6885d 100644
--- a/data/ms/legislature/Becky-Currie-4b865b47-4811-4437-be08-0f3bf10d461c.yml
+++ b/data/ms/legislature/Becky-Currie-4b865b47-4811-4437-be08-0f3bf10d461c.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/currie.xml
   note: homepage
+other_names:
+- name: B. Currie
+- name: Currie, B.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000078
diff --git a/data/ms/legislature/Benjamin-Suber-ba13036f-790b-4745-b008-eeb74f1c86a1.yml b/data/ms/legislature/Benjamin-Suber-ba13036f-790b-4745-b008-eeb74f1c86a1.yml
index 859f99e085..c7ee4cdc24 100644
--- a/data/ms/legislature/Benjamin-Suber-ba13036f-790b-4745-b008-eeb74f1c86a1.yml
+++ b/data/ms/legislature/Benjamin-Suber-ba13036f-790b-4745-b008-eeb74f1c86a1.yml
@@ -1,6 +1,6 @@
 id: ocd-person/ba13036f-790b-4745-b008-eeb74f1c86a1
 name: Ben Suber
-given_name: Benjamin Allen
+given_name: Ben
 family_name: Suber
 gender: Male
 email: bsuber@senate.ms.gov
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/suber.xml
   note: homepage
 other_names:
+- name: B. Suber
+- name: B.A. Suber
+- name: Suber, B.
 - name: Benjamin Allen Suber
 - name: Benjamin Suber
 sources:
diff --git a/data/ms/legislature/Beth-Waldo-27f187c6-8755-4a18-a32a-dd5b5d7831c8.yml b/data/ms/legislature/Beth-Waldo-27f187c6-8755-4a18-a32a-dd5b5d7831c8.yml
index 53cabcea39..0129498dbb 100644
--- a/data/ms/legislature/Beth-Waldo-27f187c6-8755-4a18-a32a-dd5b5d7831c8.yml
+++ b/data/ms/legislature/Beth-Waldo-27f187c6-8755-4a18-a32a-dd5b5d7831c8.yml
@@ -1,6 +1,6 @@
 id: ocd-person/27f187c6-8755-4a18-a32a-dd5b5d7831c8
 name: Beth Waldo
-given_name: Beth Luther
+given_name: Beth
 family_name: Waldo
 birth_date: '1970-05-07'
 gender: Female
@@ -23,6 +23,10 @@ offices:
   voice: 662-419-0693
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/waldo.xml
+other_names:
+- name: B. Waldo
+- name: B.L. Waldo
+- name: Waldo, B.
 sources:
 - url: https://ballotpedia.org/Beth_Luther_Waldo
 - url: https://billstatus.ls.state.ms.us/members/house/waldo.xml
diff --git a/data/ms/legislature/Bill-Kinkade-af66e7a0-2b1a-4fa0-a66c-e6e7a2541cb1.yml b/data/ms/legislature/Bill-Kinkade-af66e7a0-2b1a-4fa0-a66c-e6e7a2541cb1.yml
index 397589de53..17e355d264 100644
--- a/data/ms/legislature/Bill-Kinkade-af66e7a0-2b1a-4fa0-a66c-e6e7a2541cb1.yml
+++ b/data/ms/legislature/Bill-Kinkade-af66e7a0-2b1a-4fa0-a66c-e6e7a2541cb1.yml
@@ -1,6 +1,6 @@
 id: ocd-person/af66e7a0-2b1a-4fa0-a66c-e6e7a2541cb1
 name: Bill Kinkade
-given_name: William Franklin
+given_name: Bill
 family_name: Kinkade
 gender: Male
 email: bkinkade@house.ms.gov
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/kinkade.xml
   note: homepage
 other_names:
+- name: B. Kinkade
+- name: Kinkade, B.
+- name: W.F. Kinkade
 - name: William Franklin Kinkade
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Bill-Pigott-2fed984f-0f51-40d2-9881-ec16131a6a2f.yml b/data/ms/legislature/Bill-Pigott-2fed984f-0f51-40d2-9881-ec16131a6a2f.yml
index 7094a9e76a..3cb2f3604d 100644
--- a/data/ms/legislature/Bill-Pigott-2fed984f-0f51-40d2-9881-ec16131a6a2f.yml
+++ b/data/ms/legislature/Bill-Pigott-2fed984f-0f51-40d2-9881-ec16131a6a2f.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/pigott.xml
   note: homepage
+other_names:
+- name: B. Pigott
+- name: Pigott, B.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000145
diff --git a/data/ms/legislature/Billy-Adam-Calvert-15f21051-d36c-4a2a-aa96-100bb8cb693b.yml b/data/ms/legislature/Billy-Adam-Calvert-15f21051-d36c-4a2a-aa96-100bb8cb693b.yml
index 14b9970a0c..5f42e453b7 100644
--- a/data/ms/legislature/Billy-Adam-Calvert-15f21051-d36c-4a2a-aa96-100bb8cb693b.yml
+++ b/data/ms/legislature/Billy-Adam-Calvert-15f21051-d36c-4a2a-aa96-100bb8cb693b.yml
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/calvert.xml
   note: homepage
 other_names:
+- name: B. Calvert
+- name: B.A. Calvert
+- name: Calvert, B.
 - name: Calvert
 sources:
 - url: https://ballotpedia.org/Billy_Adam_Calvert
diff --git a/data/ms/legislature/Bo-Brown-b8541474-47fd-4dd2-8576-53b7fe911039.yml b/data/ms/legislature/Bo-Brown-b8541474-47fd-4dd2-8576-53b7fe911039.yml
index 99163f88b1..c1d9e124b4 100644
--- a/data/ms/legislature/Bo-Brown-b8541474-47fd-4dd2-8576-53b7fe911039.yml
+++ b/data/ms/legislature/Bo-Brown-b8541474-47fd-4dd2-8576-53b7fe911039.yml
@@ -1,6 +1,6 @@
 id: ocd-person/b8541474-47fd-4dd2-8576-53b7fe911039
 name: Bo Brown
-given_name: William R.
+given_name: Bo
 family_name: Brown
 birth_date: '1949-11-08'
 gender: Male
@@ -27,6 +27,9 @@ links:
   note: homepage
 - url: https://billstatus.ls.state.ms.us/members/house/brown.xml
 other_names:
+- name: B. Brown
+- name: Brown, B.
+- name: W.R. Brown
 - name: William R. Brown
 - name: Brown (70th)
 sources:
diff --git a/data/ms/legislature/Bob-Evans-7fe0478b-3777-490c-93cb-20f83baf3d3f.yml b/data/ms/legislature/Bob-Evans-7fe0478b-3777-490c-93cb-20f83baf3d3f.yml
index 11a7d4c6d7..67440ece7d 100644
--- a/data/ms/legislature/Bob-Evans-7fe0478b-3777-490c-93cb-20f83baf3d3f.yml
+++ b/data/ms/legislature/Bob-Evans-7fe0478b-3777-490c-93cb-20f83baf3d3f.yml
@@ -1,6 +1,6 @@
 id: ocd-person/7fe0478b-3777-490c-93cb-20f83baf3d3f
 name: Bob Evans
-given_name: Robert E.
+given_name: Bob
 family_name: Evans
 birth_date: '1950-02-03'
 gender: Male
@@ -28,6 +28,9 @@ links:
   note: homepage
 - url: https://billstatus.ls.state.ms.us/members/house/evans_%2891st%29.xml
 other_names:
+- name: B. Evans
+- name: Evans, B.
+- name: R.E. Evans
 - name: Robert E. Evans
 - name: Evans (91st)
 other_identifiers:
diff --git a/data/ms/legislature/Brad-Mattox-487214e9-b0e2-4741-8bd4-a043a1dd19a5.yml b/data/ms/legislature/Brad-Mattox-487214e9-b0e2-4741-8bd4-a043a1dd19a5.yml
index a8337ea59c..c36265517b 100644
--- a/data/ms/legislature/Brad-Mattox-487214e9-b0e2-4741-8bd4-a043a1dd19a5.yml
+++ b/data/ms/legislature/Brad-Mattox-487214e9-b0e2-4741-8bd4-a043a1dd19a5.yml
@@ -1,6 +1,6 @@
 id: ocd-person/487214e9-b0e2-4741-8bd4-a043a1dd19a5
 name: Brad Mattox
-given_name: Bradford
+given_name: Brad
 family_name: Mattox
 birth_date: '1970-10-28'
 gender: Male
@@ -24,6 +24,9 @@ offices:
   voice: 662-594-8255
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/mattox.xml
+other_names:
+- name: B. Mattox
+- name: Mattox, B.
 sources:
 - url: https://ballotpedia.org/Brad_Mattox
 - url: https://billstatus.ls.state.ms.us/members/house/mattox.xml
diff --git a/data/ms/legislature/Brent-Anderson-307ab2ac-eafb-4d68-8e02-1fff040f50e4.yml b/data/ms/legislature/Brent-Anderson-307ab2ac-eafb-4d68-8e02-1fff040f50e4.yml
index aa889dff78..270553ef09 100644
--- a/data/ms/legislature/Brent-Anderson-307ab2ac-eafb-4d68-8e02-1fff040f50e4.yml
+++ b/data/ms/legislature/Brent-Anderson-307ab2ac-eafb-4d68-8e02-1fff040f50e4.yml
@@ -24,6 +24,8 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/anderson_(122nd).xml
   note: homepage
 other_names:
+- name: Anderson, B.
+- name: B. Anderson
 - name: Anderson (122nd)
 sources:
 - url: https://ballotpedia.org/Brent_Anderson_(Mississippi)
diff --git a/data/ms/legislature/Brent-Powell-222077fd-0e92-4437-a156-59521d7faffa.yml b/data/ms/legislature/Brent-Powell-222077fd-0e92-4437-a156-59521d7faffa.yml
index 04a108250f..57a73db8b2 100644
--- a/data/ms/legislature/Brent-Powell-222077fd-0e92-4437-a156-59521d7faffa.yml
+++ b/data/ms/legislature/Brent-Powell-222077fd-0e92-4437-a156-59521d7faffa.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/powell.xml
   note: homepage
+other_names:
+- name: B. Powell
+- name: Powell, B.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000230
diff --git a/data/ms/legislature/Brian-Rhodes-77852654-cea4-4555-899c-641494605220.yml b/data/ms/legislature/Brian-Rhodes-77852654-cea4-4555-899c-641494605220.yml
index dbfd54a0ab..a2050cf194 100644
--- a/data/ms/legislature/Brian-Rhodes-77852654-cea4-4555-899c-641494605220.yml
+++ b/data/ms/legislature/Brian-Rhodes-77852654-cea4-4555-899c-641494605220.yml
@@ -21,6 +21,9 @@ offices:
   address: 1021 Antioch Shiloh Road, Pelahatchie, MS 39145
 links:
 - url: https://billstatus.ls.state.ms.us/members/senate/rhodes.xml
+other_names:
+- name: B. Rhodes
+- name: Rhodes, B.
 sources:
 - url: https://ballotpedia.org/Brian_Rhodes_(Mississippi)
 - url: https://billstatus.ls.state.ms.us/members/senate/rhodes.xml
diff --git a/data/ms/legislature/Brice-Wiggins-7e27e9e0-fe62-4fc0-b8b0-c2ac9c9ce28d.yml b/data/ms/legislature/Brice-Wiggins-7e27e9e0-fe62-4fc0-b8b0-c2ac9c9ce28d.yml
index 68e471f2f6..44a7535aae 100644
--- a/data/ms/legislature/Brice-Wiggins-7e27e9e0-fe62-4fc0-b8b0-c2ac9c9ce28d.yml
+++ b/data/ms/legislature/Brice-Wiggins-7e27e9e0-fe62-4fc0-b8b0-c2ac9c9ce28d.yml
@@ -1,6 +1,6 @@
 id: ocd-person/7e27e9e0-fe62-4fc0-b8b0-c2ac9c9ce28d
 name: Brice Wiggins
-given_name: Christopher Brice
+given_name: Brice
 family_name: Wiggins
 birth_date: '1971-08-08'
 gender: Male
@@ -27,6 +27,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/wiggins.xml
   note: homepage
 other_names:
+- name: B. Wiggins
+- name: C.B. Wiggins
+- name: Wiggins, B.
 - name: Christopher Brice Wiggins
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Bryant-W-Clark-0d191683-0d9c-408f-812b-5d986a3030a6.yml b/data/ms/legislature/Bryant-W-Clark-0d191683-0d9c-408f-812b-5d986a3030a6.yml
index 6c99f5f046..b75fe320e5 100644
--- a/data/ms/legislature/Bryant-W-Clark-0d191683-0d9c-408f-812b-5d986a3030a6.yml
+++ b/data/ms/legislature/Bryant-W-Clark-0d191683-0d9c-408f-812b-5d986a3030a6.yml
@@ -1,6 +1,6 @@
 id: ocd-person/0d191683-0d9c-408f-812b-5d986a3030a6
 name: Bryant Clark
-given_name: Bryant W.
+given_name: Bryant
 family_name: Clark
 birth_date: '1974-10-31'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/clark.xml
   note: homepage
 other_names:
+- name: B. Clark
+- name: B.W. Clark
+- name: Clark, B.
 - name: Bryant W. Clark
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/C-Scott-Bounds-796d8875-e1a2-4274-bdba-2e689d99929c.yml b/data/ms/legislature/C-Scott-Bounds-796d8875-e1a2-4274-bdba-2e689d99929c.yml
index f425d9826f..29b8bc5b11 100644
--- a/data/ms/legislature/C-Scott-Bounds-796d8875-e1a2-4274-bdba-2e689d99929c.yml
+++ b/data/ms/legislature/C-Scott-Bounds-796d8875-e1a2-4274-bdba-2e689d99929c.yml
@@ -1,6 +1,6 @@
 id: ocd-person/796d8875-e1a2-4274-bdba-2e689d99929c
 name: C. Scott Bounds
-given_name: Craig Scott
+given_name: C. Scott
 family_name: Bounds
 birth_date: '1962-02-12'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/bounds.xml
   note: homepage
 other_names:
+- name: Bounds, C.
+- name: C. Bounds
+- name: C.S. Bounds
 - name: Craig Scott Bounds
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Carl-Mickens-6e50b530-8c0e-485a-a568-6d40ba83127d.yml b/data/ms/legislature/Carl-Mickens-6e50b530-8c0e-485a-a568-6d40ba83127d.yml
index b45ab09ad2..45928774e6 100644
--- a/data/ms/legislature/Carl-Mickens-6e50b530-8c0e-485a-a568-6d40ba83127d.yml
+++ b/data/ms/legislature/Carl-Mickens-6e50b530-8c0e-485a-a568-6d40ba83127d.yml
@@ -1,6 +1,6 @@
 id: ocd-person/6e50b530-8c0e-485a-a568-6d40ba83127d
 name: Carl Mickens
-given_name: Carl L.
+given_name: Carl
 family_name: Mickens
 gender: Male
 email: cmickens@house.ms.gov
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/mickens.xml
   note: homepage
 other_names:
+- name: C. Mickens
+- name: C.L. Mickens
+- name: Mickens, C.
 - name: Carl L. Mickens
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Carolyn-Crawford-7e340127-bea2-48af-95a8-368b99160880.yml b/data/ms/legislature/Carolyn-Crawford-7e340127-bea2-48af-95a8-368b99160880.yml
index d247df0f58..04b4fd7ffe 100644
--- a/data/ms/legislature/Carolyn-Crawford-7e340127-bea2-48af-95a8-368b99160880.yml
+++ b/data/ms/legislature/Carolyn-Crawford-7e340127-bea2-48af-95a8-368b99160880.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/crawford.xml
   note: homepage
+other_names:
+- name: C. Crawford
+- name: Crawford, C.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000207
diff --git a/data/ms/legislature/Casey-Eure-7f1357e0-62b5-412c-b121-6cb5a5aced0e.yml b/data/ms/legislature/Casey-Eure-7f1357e0-62b5-412c-b121-6cb5a5aced0e.yml
index f1b6d7f011..0b19f03770 100644
--- a/data/ms/legislature/Casey-Eure-7f1357e0-62b5-412c-b121-6cb5a5aced0e.yml
+++ b/data/ms/legislature/Casey-Eure-7f1357e0-62b5-412c-b121-6cb5a5aced0e.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/eure.xml
   note: homepage
+other_names:
+- name: C. Eure
+- name: Eure, C.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000176
diff --git a/data/ms/legislature/Cedric-Burnett-379b9fd9-2da7-4e20-b0ed-4319ead3a1db.yml b/data/ms/legislature/Cedric-Burnett-379b9fd9-2da7-4e20-b0ed-4319ead3a1db.yml
index 2934bf0fbd..69ca1dfed0 100644
--- a/data/ms/legislature/Cedric-Burnett-379b9fd9-2da7-4e20-b0ed-4319ead3a1db.yml
+++ b/data/ms/legislature/Cedric-Burnett-379b9fd9-2da7-4e20-b0ed-4319ead3a1db.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/burnett.xml
   note: homepage
+other_names:
+- name: Burnett, C.
+- name: C. Burnett
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000243
diff --git a/data/ms/legislature/Celeste-Hurst-c854a4e7-61d0-4c5e-8623-694a38f0ad20.yml b/data/ms/legislature/Celeste-Hurst-c854a4e7-61d0-4c5e-8623-694a38f0ad20.yml
index 11fea64607..ddd8865ff7 100644
--- a/data/ms/legislature/Celeste-Hurst-c854a4e7-61d0-4c5e-8623-694a38f0ad20.yml
+++ b/data/ms/legislature/Celeste-Hurst-c854a4e7-61d0-4c5e-8623-694a38f0ad20.yml
@@ -22,6 +22,9 @@ offices:
   address: P.O. Box 475, Sandhill, MS 39161
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/hurst.xml
+other_names:
+- name: C. Hurst
+- name: Hurst, C.
 sources:
 - url: https://ballotpedia.org/Celeste_Hurst
 - url: https://billstatus.ls.state.ms.us/members/house/hurst.xml
diff --git a/data/ms/legislature/Chad-McMahan-17a5d5bb-d52b-4d53-a6a0-bcaa7c5538d7.yml b/data/ms/legislature/Chad-McMahan-17a5d5bb-d52b-4d53-a6a0-bcaa7c5538d7.yml
index 1b699f2ea4..5f8b25463a 100644
--- a/data/ms/legislature/Chad-McMahan-17a5d5bb-d52b-4d53-a6a0-bcaa7c5538d7.yml
+++ b/data/ms/legislature/Chad-McMahan-17a5d5bb-d52b-4d53-a6a0-bcaa7c5538d7.yml
@@ -22,6 +22,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/senate/mcmahan.xml
   note: homepage
+other_names:
+- name: C. McMahan
+- name: McMahan, C.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000261
diff --git a/data/ms/legislature/Charles-Young-Jr-310c4392-eb6a-4cb0-9baa-72cc03153f22.yml b/data/ms/legislature/Charles-Young-Jr-310c4392-eb6a-4cb0-9baa-72cc03153f22.yml
index 9fdc493ba8..cfbc24a4ba 100644
--- a/data/ms/legislature/Charles-Young-Jr-310c4392-eb6a-4cb0-9baa-72cc03153f22.yml
+++ b/data/ms/legislature/Charles-Young-Jr-310c4392-eb6a-4cb0-9baa-72cc03153f22.yml
@@ -1,6 +1,6 @@
 id: ocd-person/310c4392-eb6a-4cb0-9baa-72cc03153f22
 name: Charles Young
-given_name: Charles Lemuel
+given_name: Charles
 family_name: Young
 birth_date: '1962-07-09'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/young.xml
   note: homepage
 other_names:
+- name: C. Young
+- name: C.L. Young
+- name: Young, C.
 - name: Charles Lemuel Young
 - name: Charles Young, Jr.
 other_identifiers:
diff --git a/data/ms/legislature/Cheikh-Taylor-74ef0a3e-35c9-4729-b6fd-2c07c165864d.yml b/data/ms/legislature/Cheikh-Taylor-74ef0a3e-35c9-4729-b6fd-2c07c165864d.yml
index f19c5a1529..f8c220d241 100644
--- a/data/ms/legislature/Cheikh-Taylor-74ef0a3e-35c9-4729-b6fd-2c07c165864d.yml
+++ b/data/ms/legislature/Cheikh-Taylor-74ef0a3e-35c9-4729-b6fd-2c07c165864d.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/taylor.xml
   note: homepage
+other_names:
+- name: C. Taylor
+- name: Taylor, C.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000299
diff --git a/data/ms/legislature/Chris-Johnson-20510bb3-edcd-4cb8-a41a-e0114e6215c9.yml b/data/ms/legislature/Chris-Johnson-20510bb3-edcd-4cb8-a41a-e0114e6215c9.yml
index db487f6b1e..c541643f10 100644
--- a/data/ms/legislature/Chris-Johnson-20510bb3-edcd-4cb8-a41a-e0114e6215c9.yml
+++ b/data/ms/legislature/Chris-Johnson-20510bb3-edcd-4cb8-a41a-e0114e6215c9.yml
@@ -29,6 +29,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/johnson_(87th).xml
 - url: https://billstatus.ls.state.ms.us/members/senate/johnson.xml
   note: homepage
+other_names:
+- name: C. Johnson
+- name: Johnson, C.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000269
diff --git a/data/ms/legislature/Christopher-M-Bell-5aa9d603-5bb2-4c1d-9a0b-1baaf91c425d.yml b/data/ms/legislature/Christopher-M-Bell-5aa9d603-5bb2-4c1d-9a0b-1baaf91c425d.yml
index be87e66eed..60c33b5677 100644
--- a/data/ms/legislature/Christopher-M-Bell-5aa9d603-5bb2-4c1d-9a0b-1baaf91c425d.yml
+++ b/data/ms/legislature/Christopher-M-Bell-5aa9d603-5bb2-4c1d-9a0b-1baaf91c425d.yml
@@ -1,6 +1,6 @@
 id: ocd-person/5aa9d603-5bb2-4c1d-9a0b-1baaf91c425d
 name: Christopher Bell
-given_name: Christopher M.
+given_name: Christopher
 family_name: Bell
 gender: Male
 email: cbell@house.ms.gov
@@ -24,6 +24,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/bell_(65th).xml
   note: homepage
 other_names:
+- name: Bell, C.
+- name: C. Bell
+- name: C.M. Bell
 - name: Christopher M. Bell
 - name: Bell (65th)
 other_identifiers:
diff --git a/data/ms/legislature/Chuck-Blackwell-4a046f0b-1286-4bb3-aea0-7284adab76fd.yml b/data/ms/legislature/Chuck-Blackwell-4a046f0b-1286-4bb3-aea0-7284adab76fd.yml
index 96449d1a80..ede917d5d4 100644
--- a/data/ms/legislature/Chuck-Blackwell-4a046f0b-1286-4bb3-aea0-7284adab76fd.yml
+++ b/data/ms/legislature/Chuck-Blackwell-4a046f0b-1286-4bb3-aea0-7284adab76fd.yml
@@ -1,6 +1,6 @@
 id: ocd-person/4a046f0b-1286-4bb3-aea0-7284adab76fd
 name: Chuck Blackwell
-given_name: Charles Gray
+given_name: Chuck
 family_name: Blackwell
 birth_date: '1962-11-21'
 gender: Male
@@ -22,6 +22,10 @@ offices:
   address: 50 Blackwell Loop, Ellisville, MS 39437
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/blackwell.xml
+other_names:
+- name: Blackwell, C.
+- name: C. Blackwell
+- name: C.G. Blackwell
 sources:
 - url: https://ballotpedia.org/Charles_Blackwell
 - url: https://billstatus.ls.state.ms.us/members/house/blackwell.xml
diff --git a/data/ms/legislature/Chuck-Younger-c22d208a-59c7-4e90-bbe0-37b953a00b41.yml b/data/ms/legislature/Chuck-Younger-c22d208a-59c7-4e90-bbe0-37b953a00b41.yml
index 8c56665552..2d5dc92b3e 100644
--- a/data/ms/legislature/Chuck-Younger-c22d208a-59c7-4e90-bbe0-37b953a00b41.yml
+++ b/data/ms/legislature/Chuck-Younger-c22d208a-59c7-4e90-bbe0-37b953a00b41.yml
@@ -1,6 +1,6 @@
 id: ocd-person/c22d208a-59c7-4e90-bbe0-37b953a00b41
 name: Chuck Younger
-given_name: Charles
+given_name: Chuck
 family_name: Younger
 birth_date: '1963-08-11'
 gender: Male
@@ -26,6 +26,8 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/younger.xml
   note: homepage
 other_names:
+- name: C. Younger
+- name: Younger, C.
 - name: Charles Younger
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Clay-Deweese-0c9a7d35-4b91-42c7-8af2-39b6514c23d8.yml b/data/ms/legislature/Clay-Deweese-0c9a7d35-4b91-42c7-8af2-39b6514c23d8.yml
index 9f9f47fdb5..3d91ab1a17 100644
--- a/data/ms/legislature/Clay-Deweese-0c9a7d35-4b91-42c7-8af2-39b6514c23d8.yml
+++ b/data/ms/legislature/Clay-Deweese-0c9a7d35-4b91-42c7-8af2-39b6514c23d8.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/deweese.xml
   note: homepage
+other_names:
+- name: C. Deweese
+- name: Deweese, C.
 sources:
 - url: https://ballotpedia.org/Clay_Deweese
 - url: https://billstatus.ls.state.ms.us/members/house/deweese.xml
diff --git a/data/ms/legislature/Clay-Mansell-bb9ba950-b671-4c41-b851-4a2c86d2059d.yml b/data/ms/legislature/Clay-Mansell-bb9ba950-b671-4c41-b851-4a2c86d2059d.yml
index 832afada04..0385ea6d29 100644
--- a/data/ms/legislature/Clay-Mansell-bb9ba950-b671-4c41-b851-4a2c86d2059d.yml
+++ b/data/ms/legislature/Clay-Mansell-bb9ba950-b671-4c41-b851-4a2c86d2059d.yml
@@ -23,6 +23,9 @@ offices:
   voice: 601-924-9059
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/mansell.xml
+other_names:
+- name: C. Mansell
+- name: Mansell, C.
 sources:
 - url: https://ballotpedia.org/Clay_Mansell
 - url: https://billstatus.ls.state.ms.us/members/house/mansell.xml
diff --git a/data/ms/legislature/Dan-Eubanks-48567f29-ec70-4ff5-bda5-873f2e42933b.yml b/data/ms/legislature/Dan-Eubanks-48567f29-ec70-4ff5-bda5-873f2e42933b.yml
index f5d94fe911..4abf533363 100644
--- a/data/ms/legislature/Dan-Eubanks-48567f29-ec70-4ff5-bda5-873f2e42933b.yml
+++ b/data/ms/legislature/Dan-Eubanks-48567f29-ec70-4ff5-bda5-873f2e42933b.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/eubanks.xml
   note: homepage
+other_names:
+- name: D. Eubanks
+- name: Eubanks, D.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000267
diff --git a/data/ms/legislature/Dana-McLean-22afa0b0-e76a-4ac0-af9a-fa158c55daea.yml b/data/ms/legislature/Dana-McLean-22afa0b0-e76a-4ac0-af9a-fa158c55daea.yml
index e0517bc5db..292e22e4c8 100644
--- a/data/ms/legislature/Dana-McLean-22afa0b0-e76a-4ac0-af9a-fa158c55daea.yml
+++ b/data/ms/legislature/Dana-McLean-22afa0b0-e76a-4ac0-af9a-fa158c55daea.yml
@@ -1,6 +1,6 @@
 id: ocd-person/22afa0b0-e76a-4ac0-af9a-fa158c55daea
 name: Dana McLean
-given_name: Dana Underwood
+given_name: Dana
 family_name: McLean
 gender: Female
 email: dmclean@house.ms.gov
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/mclean.xml
   note: homepage
 other_names:
+- name: D. McLean
+- name: D.U. McLean
+- name: McLean, D.
 - name: Dana Underwood McLean
 sources:
 - url: https://ballotpedia.org/Dana_Underwood_McLean
diff --git a/data/ms/legislature/Daniel-H-Sparks-32153f0b-aa40-4989-9787-e2608c55a87e.yml b/data/ms/legislature/Daniel-H-Sparks-32153f0b-aa40-4989-9787-e2608c55a87e.yml
index 71fcec77ba..b72e1dc65b 100644
--- a/data/ms/legislature/Daniel-H-Sparks-32153f0b-aa40-4989-9787-e2608c55a87e.yml
+++ b/data/ms/legislature/Daniel-H-Sparks-32153f0b-aa40-4989-9787-e2608c55a87e.yml
@@ -1,6 +1,6 @@
 id: ocd-person/32153f0b-aa40-4989-9787-e2608c55a87e
 name: Daniel Sparks
-given_name: Daniel H.
+given_name: Daniel
 family_name: Sparks
 birth_date: '1974-05-28'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/sparks.xml
   note: homepage
 other_names:
+- name: D. Sparks
+- name: D.H. Sparks
+- name: Sparks, D.
 - name: Daniel H. Sparks
 - name: Sparks
 sources:
diff --git a/data/ms/legislature/Daryl-Porter-da9d953d-a95f-4166-9b94-e6c5e5b40c86.yml b/data/ms/legislature/Daryl-Porter-da9d953d-a95f-4166-9b94-e6c5e5b40c86.yml
index 91ab1b40c5..978c070b16 100644
--- a/data/ms/legislature/Daryl-Porter-da9d953d-a95f-4166-9b94-e6c5e5b40c86.yml
+++ b/data/ms/legislature/Daryl-Porter-da9d953d-a95f-4166-9b94-e6c5e5b40c86.yml
@@ -1,6 +1,6 @@
 id: ocd-person/da9d953d-a95f-4166-9b94-e6c5e5b40c86
 name: Daryl Porter
-given_name: Daryl L.
+given_name: Daryl
 family_name: Porter
 birth_date: '1990-09-30'
 gender: Male
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/porter.xml
   note: homepage
 other_names:
+- name: D. Porter
+- name: D.L. Porter
+- name: Porter, D.
 - name: Daryl L. Porter
 sources:
 - url: https://ballotpedia.org/Daryl_Porter_Jr.
diff --git a/data/ms/legislature/David-Blount-c8e4b4c1-6c8f-4b95-9b48-c73997b3f518.yml b/data/ms/legislature/David-Blount-c8e4b4c1-6c8f-4b95-9b48-c73997b3f518.yml
index 9c7222bb99..e282b2d0fe 100644
--- a/data/ms/legislature/David-Blount-c8e4b4c1-6c8f-4b95-9b48-c73997b3f518.yml
+++ b/data/ms/legislature/David-Blount-c8e4b4c1-6c8f-4b95-9b48-c73997b3f518.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/senate/blount.xml
   note: homepage
+other_names:
+- name: Blount, D.
+- name: D. Blount
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000009
diff --git a/data/ms/legislature/David-Jordan-f2f61e1d-8d34-40c7-95ff-fb08cd2a4f75.yml b/data/ms/legislature/David-Jordan-f2f61e1d-8d34-40c7-95ff-fb08cd2a4f75.yml
index bf54db1023..2048519d36 100644
--- a/data/ms/legislature/David-Jordan-f2f61e1d-8d34-40c7-95ff-fb08cd2a4f75.yml
+++ b/data/ms/legislature/David-Jordan-f2f61e1d-8d34-40c7-95ff-fb08cd2a4f75.yml
@@ -1,6 +1,6 @@
 id: ocd-person/f2f61e1d-8d34-40c7-95ff-fb08cd2a4f75
 name: David Jordan
-given_name: David Lee
+given_name: David
 family_name: Jordan
 birth_date: '1934-04-03'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/jordan.xml
   note: homepage
 other_names:
+- name: D. Jordan
+- name: D.L. Jordan
+- name: Jordan, D.
 - name: David Lee Jordan
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/David-Parker-18630d08-6afc-4892-ac2f-e13f0d9932f6.yml b/data/ms/legislature/David-Parker-18630d08-6afc-4892-ac2f-e13f0d9932f6.yml
index ab972554dc..cc9f942c05 100644
--- a/data/ms/legislature/David-Parker-18630d08-6afc-4892-ac2f-e13f0d9932f6.yml
+++ b/data/ms/legislature/David-Parker-18630d08-6afc-4892-ac2f-e13f0d9932f6.yml
@@ -1,6 +1,6 @@
 id: ocd-person/18630d08-6afc-4892-ac2f-e13f0d9932f6
 name: David Parker
-given_name: David L.
+given_name: David
 family_name: Parker
 birth_date: '1969-09-09'
 gender: Male
@@ -32,6 +32,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/parker.xml
   note: homepage
 other_names:
+- name: D. Parker
+- name: D.L. Parker
+- name: Parker, D.
 - name: David L. Parker
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Dean-Kirby-d1572354-a456-47fa-aa21-58be9884a3bb.yml b/data/ms/legislature/Dean-Kirby-d1572354-a456-47fa-aa21-58be9884a3bb.yml
index d9684c8b0e..61cf225603 100644
--- a/data/ms/legislature/Dean-Kirby-d1572354-a456-47fa-aa21-58be9884a3bb.yml
+++ b/data/ms/legislature/Dean-Kirby-d1572354-a456-47fa-aa21-58be9884a3bb.yml
@@ -26,6 +26,9 @@ links:
   note: homepage
 - url: https://billstatus.ls.state.ms.us/members/senate/kirby.xml
   note: homepage
+other_names:
+- name: D. Kirby
+- name: Kirby, D.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000031
diff --git a/data/ms/legislature/Dennis-DeBar-Jr-8c139a04-43ed-48c5-98cc-e2d308efa65b.yml b/data/ms/legislature/Dennis-DeBar-Jr-8c139a04-43ed-48c5-98cc-e2d308efa65b.yml
index 85b0c62a19..ae917b67e6 100644
--- a/data/ms/legislature/Dennis-DeBar-Jr-8c139a04-43ed-48c5-98cc-e2d308efa65b.yml
+++ b/data/ms/legislature/Dennis-DeBar-Jr-8c139a04-43ed-48c5-98cc-e2d308efa65b.yml
@@ -24,6 +24,8 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/debar.xml
   note: homepage
 other_names:
+- name: D. DeBar
+- name: DeBar, D.
 - name: Dennis DeBar, Jr.
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Derrick-T-Simmons-3ea1bab4-64f2-4ff3-b0a9-e04a8caa3e9f.yml b/data/ms/legislature/Derrick-T-Simmons-3ea1bab4-64f2-4ff3-b0a9-e04a8caa3e9f.yml
index 51138398b4..879e4e333e 100644
--- a/data/ms/legislature/Derrick-T-Simmons-3ea1bab4-64f2-4ff3-b0a9-e04a8caa3e9f.yml
+++ b/data/ms/legislature/Derrick-T-Simmons-3ea1bab4-64f2-4ff3-b0a9-e04a8caa3e9f.yml
@@ -1,6 +1,6 @@
 id: ocd-person/3ea1bab4-64f2-4ff3-b0a9-e04a8caa3e9f
 name: Derrick Simmons
-given_name: Derrick Terrell
+given_name: Derrick
 family_name: Simmons
 birth_date: '1976-12-12'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/simmons_(12th).xml
   note: homepage
 other_names:
+- name: D. Simmons
+- name: D.T. Simmons
+- name: Simmons, D.
 - name: Derrick Terrell Simmons
 - name: Derrick T. Simmons
 - name: Simmons (12th)
diff --git a/data/ms/legislature/Doc-Harris-7051aea6-71cf-4c6e-a3f7-5eebe826aa44.yml b/data/ms/legislature/Doc-Harris-7051aea6-71cf-4c6e-a3f7-5eebe826aa44.yml
index 2b9fbf45ce..d6d9c5ad3d 100644
--- a/data/ms/legislature/Doc-Harris-7051aea6-71cf-4c6e-a3f7-5eebe826aa44.yml
+++ b/data/ms/legislature/Doc-Harris-7051aea6-71cf-4c6e-a3f7-5eebe826aa44.yml
@@ -1,6 +1,6 @@
 id: ocd-person/7051aea6-71cf-4c6e-a3f7-5eebe826aa44
 name: Doc Harris
-given_name: W.I.
+given_name: Doc
 family_name: Harris
 birth_date: '1947-09-12'
 gender: Male
@@ -23,6 +23,10 @@ offices:
   voice: 662-449-6412
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/harris.xml
+other_names:
+- name: D. Harris
+- name: Harris, D.
+- name: W. Harris
 sources:
 - url: https://ballotpedia.org/Doc_Harris
 - url: https://billstatus.ls.state.ms.us/members/house/harris.xml
diff --git a/data/ms/legislature/Donnie-Bell-fd1a4542-8537-4af3-90c8-4052be561c66.yml b/data/ms/legislature/Donnie-Bell-fd1a4542-8537-4af3-90c8-4052be561c66.yml
index 9a5a5e91d6..087c46bdc6 100644
--- a/data/ms/legislature/Donnie-Bell-fd1a4542-8537-4af3-90c8-4052be561c66.yml
+++ b/data/ms/legislature/Donnie-Bell-fd1a4542-8537-4af3-90c8-4052be561c66.yml
@@ -25,6 +25,8 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/bell_(21st).xml
   note: homepage
 other_names:
+- name: Bell, D.
+- name: D. Bell
 - name: Bell (21st)
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Donnie-Scoggin-2118023c-ed1d-455f-b3a6-faeefd0e87b5.yml b/data/ms/legislature/Donnie-Scoggin-2118023c-ed1d-455f-b3a6-faeefd0e87b5.yml
index 96ed7d7910..cb1dffa39f 100644
--- a/data/ms/legislature/Donnie-Scoggin-2118023c-ed1d-455f-b3a6-faeefd0e87b5.yml
+++ b/data/ms/legislature/Donnie-Scoggin-2118023c-ed1d-455f-b3a6-faeefd0e87b5.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/scoggin.xml
   note: homepage
+other_names:
+- name: D. Scoggin
+- name: Scoggin, D.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000291
diff --git a/data/ms/legislature/Earle-S-Banks-4fa41145-35bf-442b-bdfe-cf54ea53da69.yml b/data/ms/legislature/Earle-S-Banks-4fa41145-35bf-442b-bdfe-cf54ea53da69.yml
index 644d284f05..64081d2c08 100644
--- a/data/ms/legislature/Earle-S-Banks-4fa41145-35bf-442b-bdfe-cf54ea53da69.yml
+++ b/data/ms/legislature/Earle-S-Banks-4fa41145-35bf-442b-bdfe-cf54ea53da69.yml
@@ -1,6 +1,6 @@
 id: ocd-person/4fa41145-35bf-442b-bdfe-cf54ea53da69
 name: Earle Banks
-given_name: Earle S.
+given_name: Earle
 family_name: Banks
 birth_date: '1954-06-25'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/banks.xml
   note: homepage
 other_names:
+- name: Banks, E.
+- name: E. Banks
+- name: E.S. Banks
 - name: Earle S. Banks
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Edward-Blackmon-Jr-c38da14f-37fd-48fd-9903-e63ce18c1215.yml b/data/ms/legislature/Edward-Blackmon-Jr-c38da14f-37fd-48fd-9903-e63ce18c1215.yml
index 26a2d9c6c0..d9f9fcf8b8 100644
--- a/data/ms/legislature/Edward-Blackmon-Jr-c38da14f-37fd-48fd-9903-e63ce18c1215.yml
+++ b/data/ms/legislature/Edward-Blackmon-Jr-c38da14f-37fd-48fd-9903-e63ce18c1215.yml
@@ -1,6 +1,6 @@
 id: ocd-person/c38da14f-37fd-48fd-9903-e63ce18c1215
 name: Lawrence Blackmon
-given_name: Lawrence Stephen
+given_name: Lawrence
 family_name: Blackmon
 gender: Male
 email: lblackmon@house.ms.gov
@@ -21,6 +21,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/blackmon.xml
   note: homepage
 other_names:
+- name: Blackmon, L.
+- name: L. Blackmon
+- name: L.S. Blackmon
 - name: Lawrence Stephen Blackmon
 - name: Edward Blackmon, Jr.
 - name: Blackmon
diff --git a/data/ms/legislature/Elliot-Burch-bb2a876e-ca55-46dd-842d-9b89a910848d.yml b/data/ms/legislature/Elliot-Burch-bb2a876e-ca55-46dd-842d-9b89a910848d.yml
index 8702eb30c7..0d7fa2aecd 100644
--- a/data/ms/legislature/Elliot-Burch-bb2a876e-ca55-46dd-842d-9b89a910848d.yml
+++ b/data/ms/legislature/Elliot-Burch-bb2a876e-ca55-46dd-842d-9b89a910848d.yml
@@ -23,6 +23,9 @@ offices:
   address: P.O. Box 1215, Lucedale, MS 39452
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/burch.xml
+other_names:
+- name: Burch, E.
+- name: E. Burch
 sources:
 - url: https://ballotpedia.org/Elliot_Burch
 - url: https://billstatus.ls.state.ms.us/members/house/burch.xml
diff --git a/data/ms/legislature/Fabian-Nelson-706088db-555c-4dac-b9c4-ca6574241ca4.yml b/data/ms/legislature/Fabian-Nelson-706088db-555c-4dac-b9c4-ca6574241ca4.yml
index 086e4c8a13..b056c2d8eb 100644
--- a/data/ms/legislature/Fabian-Nelson-706088db-555c-4dac-b9c4-ca6574241ca4.yml
+++ b/data/ms/legislature/Fabian-Nelson-706088db-555c-4dac-b9c4-ca6574241ca4.yml
@@ -23,6 +23,9 @@ offices:
   address: 118 Byram Parkway Suite C, Byram, MS 39272
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/nelson.xml
+other_names:
+- name: F. Nelson
+- name: Nelson, F.
 sources:
 - url: https://ballotpedia.org/Fabian_Nelson
 - url: https://billstatus.ls.state.ms.us/members/house/nelson.xml
diff --git a/data/ms/legislature/Fred-Shanks-002bdecd-2374-44d8-8280-e0636c5f4897.yml b/data/ms/legislature/Fred-Shanks-002bdecd-2374-44d8-8280-e0636c5f4897.yml
index 617efdb557..b307224287 100644
--- a/data/ms/legislature/Fred-Shanks-002bdecd-2374-44d8-8280-e0636c5f4897.yml
+++ b/data/ms/legislature/Fred-Shanks-002bdecd-2374-44d8-8280-e0636c5f4897.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/shanks.xml
   note: homepage
+other_names:
+- name: F. Shanks
+- name: Shanks, F.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000302
diff --git a/data/ms/legislature/Gary-Brumfield-dcae79b5-ddc5-48e8-86c2-54d5c47f0656.yml b/data/ms/legislature/Gary-Brumfield-dcae79b5-ddc5-48e8-86c2-54d5c47f0656.yml
index 5299ea77ef..033755be06 100644
--- a/data/ms/legislature/Gary-Brumfield-dcae79b5-ddc5-48e8-86c2-54d5c47f0656.yml
+++ b/data/ms/legislature/Gary-Brumfield-dcae79b5-ddc5-48e8-86c2-54d5c47f0656.yml
@@ -1,6 +1,6 @@
 id: ocd-person/dcae79b5-ddc5-48e8-86c2-54d5c47f0656
 name: Gary Brumfield
-given_name: Gary L.
+given_name: Gary
 family_name: Brumfield
 gender: Male
 email: gbrumfield@senate.ms.gov
@@ -22,6 +22,10 @@ offices:
   voice: 601-395-0265
 links:
 - url: https://billstatus.ls.state.ms.us/members/senate/brumfield.xml
+other_names:
+- name: Brumfield, G.
+- name: G. Brumfield
+- name: G.L. Brumfield
 sources:
 - url: https://ballotpedia.org/Gary_Brumfield
 - url: https://billstatus.ls.state.ms.us/members/senate/brumfield.xml
diff --git a/data/ms/legislature/Gene-Newman-2fe9c09d-6213-4576-b0e4-6e89330f41bc.yml b/data/ms/legislature/Gene-Newman-2fe9c09d-6213-4576-b0e4-6e89330f41bc.yml
index f44de5b748..cc5c22c0fd 100644
--- a/data/ms/legislature/Gene-Newman-2fe9c09d-6213-4576-b0e4-6e89330f41bc.yml
+++ b/data/ms/legislature/Gene-Newman-2fe9c09d-6213-4576-b0e4-6e89330f41bc.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/newman.xml
   note: homepage
+other_names:
+- name: G. Newman
+- name: Newman, G.
 sources:
 - url: https://ballotpedia.org/Gene_Newman
 - url: https://billstatus.ls.state.ms.us/members/house/newman.xml
diff --git a/data/ms/legislature/Greg-Haney-c38f3e52-9594-4580-a280-bdaa11a33b66.yml b/data/ms/legislature/Greg-Haney-c38f3e52-9594-4580-a280-bdaa11a33b66.yml
index 74ae8fbcb3..3e35213acf 100644
--- a/data/ms/legislature/Greg-Haney-c38f3e52-9594-4580-a280-bdaa11a33b66.yml
+++ b/data/ms/legislature/Greg-Haney-c38f3e52-9594-4580-a280-bdaa11a33b66.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/haney.xml
   note: homepage
+other_names:
+- name: G. Haney
+- name: Haney, G.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000203
diff --git a/data/ms/legislature/Gregory-Holloway-Sr-745b9724-e66d-46ec-874a-d658f01b78a6.yml b/data/ms/legislature/Gregory-Holloway-Sr-745b9724-e66d-46ec-874a-d658f01b78a6.yml
index 2f808221f9..c33fb40c6e 100644
--- a/data/ms/legislature/Gregory-Holloway-Sr-745b9724-e66d-46ec-874a-d658f01b78a6.yml
+++ b/data/ms/legislature/Gregory-Holloway-Sr-745b9724-e66d-46ec-874a-d658f01b78a6.yml
@@ -26,6 +26,8 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/holloway.xml
   note: homepage
 other_names:
+- name: G. Holloway
+- name: Holloway, G.
 - name: Gregory Holloway, Sr.
 - name: Holloway
 - name: Holloway (76th)
diff --git a/data/ms/legislature/Henry-Zuber-III-4ead62fd-15e5-4662-8f9b-21a8b0fa8ebe.yml b/data/ms/legislature/Henry-Zuber-III-4ead62fd-15e5-4662-8f9b-21a8b0fa8ebe.yml
index 478a7120ac..ec189f55eb 100644
--- a/data/ms/legislature/Henry-Zuber-III-4ead62fd-15e5-4662-8f9b-21a8b0fa8ebe.yml
+++ b/data/ms/legislature/Henry-Zuber-III-4ead62fd-15e5-4662-8f9b-21a8b0fa8ebe.yml
@@ -1,6 +1,6 @@
 id: ocd-person/4ead62fd-15e5-4662-8f9b-21a8b0fa8ebe
 name: Hank Zuber
-given_name: Henry B.
+given_name: Hank
 family_name: Zuber
 birth_date: '1966-06-11'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/zuber.xml
   note: homepage
 other_names:
+- name: H. Zuber
+- name: H.B. Zuber
+- name: Zuber, H.
 - name: Henry B. Zuber
 - name: Henry Zuber III
 other_identifiers:
diff --git a/data/ms/legislature/Hester-Jackson-McCray-3a2e8f7d-e657-45e2-93d7-2f5e8499ccfd.yml b/data/ms/legislature/Hester-Jackson-McCray-3a2e8f7d-e657-45e2-93d7-2f5e8499ccfd.yml
index e2d1f3074d..bddf70fd7b 100644
--- a/data/ms/legislature/Hester-Jackson-McCray-3a2e8f7d-e657-45e2-93d7-2f5e8499ccfd.yml
+++ b/data/ms/legislature/Hester-Jackson-McCray-3a2e8f7d-e657-45e2-93d7-2f5e8499ccfd.yml
@@ -26,6 +26,8 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/mccray.xml
   note: homepage
 other_names:
+- name: H. Jackson-McCray
+- name: Jackson-McCray, H.
 - name: Hester Jackson McCray
 - name: McCray
 sources:
diff --git a/data/ms/legislature/Hillman-Terome-Frazier-92659a52-eda2-41a1-9300-40ca7fc3a46b.yml b/data/ms/legislature/Hillman-Terome-Frazier-92659a52-eda2-41a1-9300-40ca7fc3a46b.yml
index be5dc69e69..7f9d5bf238 100644
--- a/data/ms/legislature/Hillman-Terome-Frazier-92659a52-eda2-41a1-9300-40ca7fc3a46b.yml
+++ b/data/ms/legislature/Hillman-Terome-Frazier-92659a52-eda2-41a1-9300-40ca7fc3a46b.yml
@@ -1,6 +1,6 @@
 id: ocd-person/92659a52-eda2-41a1-9300-40ca7fc3a46b
 name: Hillman Frazier
-given_name: Hillman Terome
+given_name: Hillman
 family_name: Frazier
 birth_date: '1950-07-17'
 gender: Male
@@ -27,6 +27,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/frazier.xml
   note: homepage
 other_names:
+- name: Frazier, H.
+- name: H. Frazier
+- name: H.T. Frazier
 - name: Hillman Terome Frazier
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Hob-Bryan-717de4df-c8b0-4387-a767-4d37b577f370.yml b/data/ms/legislature/Hob-Bryan-717de4df-c8b0-4387-a767-4d37b577f370.yml
index 7f0cdff5bc..2014762e6d 100644
--- a/data/ms/legislature/Hob-Bryan-717de4df-c8b0-4387-a767-4d37b577f370.yml
+++ b/data/ms/legislature/Hob-Bryan-717de4df-c8b0-4387-a767-4d37b577f370.yml
@@ -1,6 +1,6 @@
 id: ocd-person/717de4df-c8b0-4387-a767-4d37b577f370
 name: Hob Bryan
-given_name: Wendell Hob
+given_name: Hob
 family_name: Bryan
 birth_date: '1952-12-05'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/bryan.xml
   note: homepage
 other_names:
+- name: Bryan, H.
+- name: H. Bryan
+- name: W.H. Bryan
 - name: Wendell Hob Bryan
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/J-Walter-Michel-61c65e25-07c9-445c-8cef-1e6d53cbbfb3.yml b/data/ms/legislature/J-Walter-Michel-61c65e25-07c9-445c-8cef-1e6d53cbbfb3.yml
index 514aa4391b..4951dd1ed8 100644
--- a/data/ms/legislature/J-Walter-Michel-61c65e25-07c9-445c-8cef-1e6d53cbbfb3.yml
+++ b/data/ms/legislature/J-Walter-Michel-61c65e25-07c9-445c-8cef-1e6d53cbbfb3.yml
@@ -1,6 +1,6 @@
 id: ocd-person/61c65e25-07c9-445c-8cef-1e6d53cbbfb3
 name: Walter Michel
-given_name: J. Walter
+given_name: Walter
 family_name: Michel
 birth_date: '1960-12-30'
 gender: Male
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/michel.xml
   note: homepage
 other_names:
+- name: J.W. Michel
+- name: Michel, W.
+- name: W. Michel
 - name: J. Walter Michel
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Jansen-Owen-8a829f4e-388e-41c5-bbc6-9e4292ff9539.yml b/data/ms/legislature/Jansen-Owen-8a829f4e-388e-41c5-bbc6-9e4292ff9539.yml
index d6f420f8f9..06a612f0c4 100644
--- a/data/ms/legislature/Jansen-Owen-8a829f4e-388e-41c5-bbc6-9e4292ff9539.yml
+++ b/data/ms/legislature/Jansen-Owen-8a829f4e-388e-41c5-bbc6-9e4292ff9539.yml
@@ -1,6 +1,6 @@
 id: ocd-person/8a829f4e-388e-41c5-bbc6-9e4292ff9539
 name: Jansen Owen
-given_name: Jansen T.
+given_name: Jansen
 family_name: Owen
 birth_date: '1993-07-02'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/owen.xml
   note: homepage
 other_names:
+- name: J. Owen
+- name: J.T. Owen
+- name: Owen, J.
 - name: Jansen T. Owen
 sources:
 - url: https://ballotpedia.org/Jansen_Owen
diff --git a/data/ms/legislature/Jason-Barrett-c664f98f-0d57-4d32-abf1-a95dcec7fa31.yml b/data/ms/legislature/Jason-Barrett-c664f98f-0d57-4d32-abf1-a95dcec7fa31.yml
index a15a9ccc0f..8ea419bcab 100644
--- a/data/ms/legislature/Jason-Barrett-c664f98f-0d57-4d32-abf1-a95dcec7fa31.yml
+++ b/data/ms/legislature/Jason-Barrett-c664f98f-0d57-4d32-abf1-a95dcec7fa31.yml
@@ -1,6 +1,6 @@
 id: ocd-person/c664f98f-0d57-4d32-abf1-a95dcec7fa31
 name: Jason Barrett
-given_name: Jason Todd
+given_name: Jason
 family_name: Barrett
 birth_date: '1978-03-19'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/barrett.xml
   note: homepage
 other_names:
+- name: Barrett, J.
+- name: J. Barrett
+- name: J.T. Barrett
 - name: Jason Todd Barrett
 sources:
 - url: https://www.barrettlawoffice.net
diff --git a/data/ms/legislature/Jason-White-fa29dc4f-e4cb-45dd-a450-a1911d529801.yml b/data/ms/legislature/Jason-White-fa29dc4f-e4cb-45dd-a450-a1911d529801.yml
index f743d951d1..cc55445476 100644
--- a/data/ms/legislature/Jason-White-fa29dc4f-e4cb-45dd-a450-a1911d529801.yml
+++ b/data/ms/legislature/Jason-White-fa29dc4f-e4cb-45dd-a450-a1911d529801.yml
@@ -1,6 +1,6 @@
 id: ocd-person/fa29dc4f-e4cb-45dd-a450-a1911d529801
 name: Jason White
-given_name: Jason M.
+given_name: Jason
 family_name: White
 birth_date: '1972-12-28'
 gender: Male
@@ -27,6 +27,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/white.xml
   note: homepage
 other_names:
+- name: J. White
+- name: J.M. White
+- name: White, J.
 - name: Jason M. White
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Jay-McKnight-7674b0fc-99c4-44a7-85ec-7edd5e6e85a0.yml b/data/ms/legislature/Jay-McKnight-7674b0fc-99c4-44a7-85ec-7edd5e6e85a0.yml
index 8741aaecbf..01d9eb9270 100644
--- a/data/ms/legislature/Jay-McKnight-7674b0fc-99c4-44a7-85ec-7edd5e6e85a0.yml
+++ b/data/ms/legislature/Jay-McKnight-7674b0fc-99c4-44a7-85ec-7edd5e6e85a0.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/mcknight.xml
   note: homepage
+other_names:
+- name: J. McKnight
+- name: McKnight, J.
 sources:
 - url: https://ballotpedia.org/Jay_McKnight
 - url: https://billstatus.ls.state.ms.us/members/house/mcknight.xml
diff --git a/data/ms/legislature/Jeff-Hale-ffba30ff-86d3-42db-ab94-0028df181da1.yml b/data/ms/legislature/Jeff-Hale-ffba30ff-86d3-42db-ab94-0028df181da1.yml
index 6d234ec41f..32a0a8efb8 100644
--- a/data/ms/legislature/Jeff-Hale-ffba30ff-86d3-42db-ab94-0028df181da1.yml
+++ b/data/ms/legislature/Jeff-Hale-ffba30ff-86d3-42db-ab94-0028df181da1.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/hale.xml
   note: homepage
+other_names:
+- name: Hale, J.
+- name: J. Hale
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000282
diff --git a/data/ms/legislature/Jeff-Tate-9839c663-7ae3-4437-82d8-c985975309d8.yml b/data/ms/legislature/Jeff-Tate-9839c663-7ae3-4437-82d8-c985975309d8.yml
index 9f852924e2..b21f2e83a4 100644
--- a/data/ms/legislature/Jeff-Tate-9839c663-7ae3-4437-82d8-c985975309d8.yml
+++ b/data/ms/legislature/Jeff-Tate-9839c663-7ae3-4437-82d8-c985975309d8.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/senate/tate.xml
   note: homepage
+other_names:
+- name: J. Tate
+- name: Tate, J.
 sources:
 - url: https://ballotpedia.org/Jeff_Tate
 - url: https://billstatus.ls.state.ms.us/members/senate/tate.xml
diff --git a/data/ms/legislature/Jeffery-Harness-73fee1dd-f8c0-40a7-a4f9-e7576b4ecc3f.yml b/data/ms/legislature/Jeffery-Harness-73fee1dd-f8c0-40a7-a4f9-e7576b4ecc3f.yml
index 05427d7df5..3376c971a2 100644
--- a/data/ms/legislature/Jeffery-Harness-73fee1dd-f8c0-40a7-a4f9-e7576b4ecc3f.yml
+++ b/data/ms/legislature/Jeffery-Harness-73fee1dd-f8c0-40a7-a4f9-e7576b4ecc3f.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/harness.xml
   note: homepage
+other_names:
+- name: Harness, J.
+- name: J. Harness
 sources:
 - url: https://ballotpedia.org/Jeffery_Harness
 - url: https://billstatus.ls.state.ms.us/members/house/harness.xml
diff --git a/data/ms/legislature/Jeffrey-Hulum-III-249c4603-1fce-4c28-84be-5fa6fc5420b4.yml b/data/ms/legislature/Jeffrey-Hulum-III-249c4603-1fce-4c28-84be-5fa6fc5420b4.yml
index b7a7afb002..e89e59bb8a 100644
--- a/data/ms/legislature/Jeffrey-Hulum-III-249c4603-1fce-4c28-84be-5fa6fc5420b4.yml
+++ b/data/ms/legislature/Jeffrey-Hulum-III-249c4603-1fce-4c28-84be-5fa6fc5420b4.yml
@@ -25,6 +25,8 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/hulum.xml
   note: homepage
 other_names:
+- name: Hulum, J.
+- name: J. Hulum
 - name: Jeffrey Hulum III
 sources:
 - url: https://ballotpedia.org/Jeffrey_Hulum_III
diff --git a/data/ms/legislature/Jeffrey-S-Guice-c5ec6885-a7dc-48f4-a2e4-7aa85397f337.yml b/data/ms/legislature/Jeffrey-S-Guice-c5ec6885-a7dc-48f4-a2e4-7aa85397f337.yml
index 6491da0391..fddfebbbf3 100644
--- a/data/ms/legislature/Jeffrey-S-Guice-c5ec6885-a7dc-48f4-a2e4-7aa85397f337.yml
+++ b/data/ms/legislature/Jeffrey-S-Guice-c5ec6885-a7dc-48f4-a2e4-7aa85397f337.yml
@@ -1,6 +1,6 @@
 id: ocd-person/c5ec6885-a7dc-48f4-a2e4-7aa85397f337
 name: Jeffrey Guice
-given_name: Jeffrey S.
+given_name: Jeffrey
 family_name: Guice
 birth_date: '1959-12-22'
 gender: Male
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/guice.xml
   note: homepage
 other_names:
+- name: Guice, J.
+- name: J. Guice
+- name: J.S. Guice
 - name: Jeffrey S. Guice
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Jenifer-B-Branning-629badc7-5b63-4aae-b19f-d754dbe12e49.yml b/data/ms/legislature/Jenifer-B-Branning-629badc7-5b63-4aae-b19f-d754dbe12e49.yml
index b280a8e5ec..26a98f0ab6 100644
--- a/data/ms/legislature/Jenifer-B-Branning-629badc7-5b63-4aae-b19f-d754dbe12e49.yml
+++ b/data/ms/legislature/Jenifer-B-Branning-629badc7-5b63-4aae-b19f-d754dbe12e49.yml
@@ -1,6 +1,6 @@
 id: ocd-person/629badc7-5b63-4aae-b19f-d754dbe12e49
 name: Jenifer Branning
-given_name: Jenifer Burrage
+given_name: Jenifer
 family_name: Branning
 birth_date: '1979-03-13'
 gender: Female
@@ -23,6 +23,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/branning.xml
   note: homepage
 other_names:
+- name: Branning, J.
+- name: J. Branning
+- name: J.B. Branning
 - name: Jenifer Burrage Branning
 - name: Jenifer B. Branning
 other_identifiers:
diff --git a/data/ms/legislature/Jeramey-Anderson-29c08356-5e03-4aed-8518-28da6090a14b.yml b/data/ms/legislature/Jeramey-Anderson-29c08356-5e03-4aed-8518-28da6090a14b.yml
index 148908245d..220e7807c0 100644
--- a/data/ms/legislature/Jeramey-Anderson-29c08356-5e03-4aed-8518-28da6090a14b.yml
+++ b/data/ms/legislature/Jeramey-Anderson-29c08356-5e03-4aed-8518-28da6090a14b.yml
@@ -1,6 +1,6 @@
 id: ocd-person/29c08356-5e03-4aed-8518-28da6090a14b
 name: Jeramey Anderson
-given_name: Jeramey Dewayne
+given_name: Jeramey
 family_name: Anderson
 birth_date: '1991-12-06'
 gender: Male
@@ -27,6 +27,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/anderson_(110th).xml
   note: homepage
 other_names:
+- name: Anderson, J.
+- name: J. Anderson
+- name: J.D. Anderson
 - name: Jeramey Dewayne Anderson
 - name: Jeramey D. Anderson
 - name: Anderson (110th)
diff --git a/data/ms/legislature/Jeremy-England-33ffa85f-af2b-41bc-89ce-3c59341d17ab.yml b/data/ms/legislature/Jeremy-England-33ffa85f-af2b-41bc-89ce-3c59341d17ab.yml
index 8b7bc96156..0e4d6e97c7 100644
--- a/data/ms/legislature/Jeremy-England-33ffa85f-af2b-41bc-89ce-3c59341d17ab.yml
+++ b/data/ms/legislature/Jeremy-England-33ffa85f-af2b-41bc-89ce-3c59341d17ab.yml
@@ -1,6 +1,6 @@
 id: ocd-person/33ffa85f-af2b-41bc-89ce-3c59341d17ab
 name: Jeremy England
-given_name: Jeremy Thomas
+given_name: Jeremy
 family_name: England
 birth_date: '1982-11-11'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/england.xml
   note: homepage
 other_names:
+- name: England, J.
+- name: J. England
+- name: J.T. England
 - name: Jeremy Thomas England
 sources:
 - url: https://ballotpedia.org/Jeremy_England
diff --git a/data/ms/legislature/Jerry-R-Turner-52d3da6f-c397-4795-9bd8-5a3f17657129.yml b/data/ms/legislature/Jerry-R-Turner-52d3da6f-c397-4795-9bd8-5a3f17657129.yml
index 928fff2181..b5aed65871 100644
--- a/data/ms/legislature/Jerry-R-Turner-52d3da6f-c397-4795-9bd8-5a3f17657129.yml
+++ b/data/ms/legislature/Jerry-R-Turner-52d3da6f-c397-4795-9bd8-5a3f17657129.yml
@@ -1,6 +1,6 @@
 id: ocd-person/52d3da6f-c397-4795-9bd8-5a3f17657129
 name: Jerry Turner
-given_name: Jerry R.
+given_name: Jerry
 family_name: Turner
 birth_date: '1941-11-16'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/turner.xml
   note: homepage
 other_names:
+- name: J. Turner
+- name: J.R. Turner
+- name: Turner, J.
 - name: Jerry R. Turner
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Jill-Ford-922a1ebe-1f17-497b-af99-5f14b6b0f66a.yml b/data/ms/legislature/Jill-Ford-922a1ebe-1f17-497b-af99-5f14b6b0f66a.yml
index c623f469d5..1fa45c93b8 100644
--- a/data/ms/legislature/Jill-Ford-922a1ebe-1f17-497b-af99-5f14b6b0f66a.yml
+++ b/data/ms/legislature/Jill-Ford-922a1ebe-1f17-497b-af99-5f14b6b0f66a.yml
@@ -22,6 +22,8 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/ford_(73rd).xml
   note: homepage
 other_names:
+- name: Ford, J.
+- name: J. Ford
 - name: Ford (73rd)
 sources:
 - url: https://ballotpedia.org/Jill_Ford
diff --git a/data/ms/legislature/Jim-Estrada-822c7153-6b04-4db2-bec4-b6f9d074fb75.yml b/data/ms/legislature/Jim-Estrada-822c7153-6b04-4db2-bec4-b6f9d074fb75.yml
index 8cfbf21611..d36ec21ea5 100644
--- a/data/ms/legislature/Jim-Estrada-822c7153-6b04-4db2-bec4-b6f9d074fb75.yml
+++ b/data/ms/legislature/Jim-Estrada-822c7153-6b04-4db2-bec4-b6f9d074fb75.yml
@@ -22,6 +22,9 @@ offices:
   address: 25732 Highway 53, Saucier, MS 39574
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/estrada.xml
+other_names:
+- name: Estrada, J.
+- name: J. Estrada
 sources:
 - url: https://ballotpedia.org/Jim_Estrada
 - url: https://billstatus.ls.state.ms.us/members/house/estrada.xml
diff --git a/data/ms/legislature/Jimmy-Fondren-af90acc6-0f51-4638-9b7a-51afc5acb0a3.yml b/data/ms/legislature/Jimmy-Fondren-af90acc6-0f51-4638-9b7a-51afc5acb0a3.yml
index 8995b79fda..a660cfaa86 100644
--- a/data/ms/legislature/Jimmy-Fondren-af90acc6-0f51-4638-9b7a-51afc5acb0a3.yml
+++ b/data/ms/legislature/Jimmy-Fondren-af90acc6-0f51-4638-9b7a-51afc5acb0a3.yml
@@ -1,6 +1,6 @@
 id: ocd-person/af90acc6-0f51-4638-9b7a-51afc5acb0a3
 name: Jimmy Fondren
-given_name: James Clayton
+given_name: Jimmy
 family_name: Fondren
 birth_date: '1997-08-06'
 gender: Male
@@ -24,6 +24,10 @@ offices:
   voice: 228-762-5110
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/fondren.xml
+other_names:
+- name: Fondren, J.
+- name: J. Fondren
+- name: J.C. Fondren
 sources:
 - url: https://ballotpedia.org/Jimmy_Fondren
 - url: https://billstatus.ls.state.ms.us/members/house/fondren.xml
diff --git a/data/ms/legislature/Jody-Steverson-f4bd4ab9-cb95-4b3e-95cb-68312eda5b16.yml b/data/ms/legislature/Jody-Steverson-f4bd4ab9-cb95-4b3e-95cb-68312eda5b16.yml
index 8e1bc93267..5fa3bf0e1d 100644
--- a/data/ms/legislature/Jody-Steverson-f4bd4ab9-cb95-4b3e-95cb-68312eda5b16.yml
+++ b/data/ms/legislature/Jody-Steverson-f4bd4ab9-cb95-4b3e-95cb-68312eda5b16.yml
@@ -1,6 +1,6 @@
 id: ocd-person/f4bd4ab9-cb95-4b3e-95cb-68312eda5b16
 name: Jody Steverson
-given_name: Joseph F.
+given_name: Jody
 family_name: Steverson
 birth_date: '1968-08-21'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/steverson.xml
   note: homepage
 other_names:
+- name: J. Steverson
+- name: J.F. Steverson
+- name: Steverson, J.
 - name: Joseph F. Steverson
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Joel-RCarter-Jr-cc55837a-0a3e-4bcf-8255-b8786fc2b43f.yml b/data/ms/legislature/Joel-RCarter-Jr-cc55837a-0a3e-4bcf-8255-b8786fc2b43f.yml
index 8dd556c2f3..85f89c1ff6 100644
--- a/data/ms/legislature/Joel-RCarter-Jr-cc55837a-0a3e-4bcf-8255-b8786fc2b43f.yml
+++ b/data/ms/legislature/Joel-RCarter-Jr-cc55837a-0a3e-4bcf-8255-b8786fc2b43f.yml
@@ -1,6 +1,6 @@
 id: ocd-person/cc55837a-0a3e-4bcf-8255-b8786fc2b43f
 name: Joel Carter
-given_name: Joel R.
+given_name: Joel
 family_name: Carter
 birth_date: '1978-08-08'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/carter.xml
   note: homepage
 other_names:
+- name: Carter, J.
+- name: J. Carter
+- name: J.R. Carter
 - name: Joel R. Carter
 - name: Joel R.Carter, Jr.
 - name: Carter
diff --git a/data/ms/legislature/Joey-Fillingane-bc0bd61c-da9a-40db-bf66-a0108b01275e.yml b/data/ms/legislature/Joey-Fillingane-bc0bd61c-da9a-40db-bf66-a0108b01275e.yml
index 97f0693778..1cad7db41c 100644
--- a/data/ms/legislature/Joey-Fillingane-bc0bd61c-da9a-40db-bf66-a0108b01275e.yml
+++ b/data/ms/legislature/Joey-Fillingane-bc0bd61c-da9a-40db-bf66-a0108b01275e.yml
@@ -1,6 +1,6 @@
 id: ocd-person/bc0bd61c-da9a-40db-bf66-a0108b01275e
 name: Joey Fillingane
-given_name: Joseph Edgar
+given_name: Joey
 family_name: Fillingane
 birth_date: '1973-01-10'
 gender: Male
@@ -27,6 +27,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/fillingane.xml
   note: homepage
 other_names:
+- name: Fillingane, J.
+- name: J. Fillingane
+- name: J.E. Fillingane
 - name: Joseph Edgar Fillingane
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Joey-Hood-622761e7-fba1-4a35-879b-45a6dd021ab0.yml b/data/ms/legislature/Joey-Hood-622761e7-fba1-4a35-879b-45a6dd021ab0.yml
index 33c0f7f614..5095bf3ee5 100644
--- a/data/ms/legislature/Joey-Hood-622761e7-fba1-4a35-879b-45a6dd021ab0.yml
+++ b/data/ms/legislature/Joey-Hood-622761e7-fba1-4a35-879b-45a6dd021ab0.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/hood.xml
   note: homepage
+other_names:
+- name: Hood, J.
+- name: J. Hood
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000211
diff --git a/data/ms/legislature/John-A-Polk-3594f477-2f29-4875-8352-eb8d01775a88.yml b/data/ms/legislature/John-A-Polk-3594f477-2f29-4875-8352-eb8d01775a88.yml
index 3ac79714ea..a9248e8fa3 100644
--- a/data/ms/legislature/John-A-Polk-3594f477-2f29-4875-8352-eb8d01775a88.yml
+++ b/data/ms/legislature/John-A-Polk-3594f477-2f29-4875-8352-eb8d01775a88.yml
@@ -1,6 +1,6 @@
 id: ocd-person/3594f477-2f29-4875-8352-eb8d01775a88
 name: John Polk
-given_name: John Allen
+given_name: John
 family_name: Polk
 birth_date: '1949-03-18'
 gender: Male
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/polk.xml
   note: homepage
 other_names:
+- name: J. Polk
+- name: J.A. Polk
+- name: Polk, J.
 - name: John Allen Polk
 - name: John A. Polk
 other_identifiers:
diff --git a/data/ms/legislature/John-G-Faulkner-26c38427-62d3-440b-9253-c3e485fbd8ea.yml b/data/ms/legislature/John-G-Faulkner-26c38427-62d3-440b-9253-c3e485fbd8ea.yml
index d6feedf6bd..20e2d41138 100644
--- a/data/ms/legislature/John-G-Faulkner-26c38427-62d3-440b-9253-c3e485fbd8ea.yml
+++ b/data/ms/legislature/John-G-Faulkner-26c38427-62d3-440b-9253-c3e485fbd8ea.yml
@@ -1,6 +1,6 @@
 id: ocd-person/26c38427-62d3-440b-9253-c3e485fbd8ea
 name: John Faulkner
-given_name: John G.
+given_name: John
 family_name: Faulkner
 birth_date: '1965-08-20'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/faulkner.xml
   note: homepage
 other_names:
+- name: Faulkner, J.
+- name: J. Faulkner
+- name: J.G. Faulkner
 - name: John G. Faulkner
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/John-Horhn-b90d629d-9f8b-421a-88e3-9f72580cdd37.yml b/data/ms/legislature/John-Horhn-b90d629d-9f8b-421a-88e3-9f72580cdd37.yml
index d83cda9fe3..3fa6551dff 100644
--- a/data/ms/legislature/John-Horhn-b90d629d-9f8b-421a-88e3-9f72580cdd37.yml
+++ b/data/ms/legislature/John-Horhn-b90d629d-9f8b-421a-88e3-9f72580cdd37.yml
@@ -1,6 +1,6 @@
 id: ocd-person/b90d629d-9f8b-421a-88e3-9f72580cdd37
 name: John Horhn
-given_name: John A.
+given_name: John
 family_name: Horhn
 birth_date: '1955-02-08'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/horhn.xml
   note: homepage
 other_names:
+- name: Horhn, J.
+- name: J. Horhn
+- name: J.A. Horhn
 - name: John A. Horhn
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/John-Read-6c7089b2-5e2d-4049-9aee-5fd76004af16.yml b/data/ms/legislature/John-Read-6c7089b2-5e2d-4049-9aee-5fd76004af16.yml
index aed41cc587..787891276c 100644
--- a/data/ms/legislature/John-Read-6c7089b2-5e2d-4049-9aee-5fd76004af16.yml
+++ b/data/ms/legislature/John-Read-6c7089b2-5e2d-4049-9aee-5fd76004af16.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/read.xml
   note: homepage
+other_names:
+- name: J. Read
+- name: Read, J.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000155
diff --git a/data/ms/legislature/John-Thomas-Trey-Lamar-III-c655558e-dfac-468a-a633-85f380c538b6.yml b/data/ms/legislature/John-Thomas-Trey-Lamar-III-c655558e-dfac-468a-a633-85f380c538b6.yml
index 7da37880a3..accc5e4ae0 100644
--- a/data/ms/legislature/John-Thomas-Trey-Lamar-III-c655558e-dfac-468a-a633-85f380c538b6.yml
+++ b/data/ms/legislature/John-Thomas-Trey-Lamar-III-c655558e-dfac-468a-a633-85f380c538b6.yml
@@ -1,6 +1,6 @@
 id: ocd-person/c655558e-dfac-468a-a633-85f380c538b6
 name: Trey Lamar
-given_name: John Thomas
+given_name: Trey
 family_name: Lamar
 birth_date: '1980-08-05'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/lamar.xml
   note: homepage
 other_names:
+- name: J.T. Lamar
+- name: Lamar, T.
+- name: T. Lamar
 - name: John Thomas Lamar
 - name: John Thomas "Trey" Lamar, III
 other_identifiers:
diff --git a/data/ms/legislature/John-W-Hines-Sr-a432eb59-5656-4869-aedc-832b2206b4a5.yml b/data/ms/legislature/John-W-Hines-Sr-a432eb59-5656-4869-aedc-832b2206b4a5.yml
index 689fd87ce8..ab9e83c464 100644
--- a/data/ms/legislature/John-W-Hines-Sr-a432eb59-5656-4869-aedc-832b2206b4a5.yml
+++ b/data/ms/legislature/John-W-Hines-Sr-a432eb59-5656-4869-aedc-832b2206b4a5.yml
@@ -1,6 +1,6 @@
 id: ocd-person/a432eb59-5656-4869-aedc-832b2206b4a5
 name: John Hines
-given_name: John W.
+given_name: John
 family_name: Hines
 birth_date: '1966-04-06'
 gender: Male
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/hines.xml
   note: homepage
 other_names:
+- name: Hines, J.
+- name: J. Hines
+- name: J.W. Hines
 - name: John W. Hines
 - name: John W. Hines, Sr.
 other_identifiers:
diff --git a/data/ms/legislature/Johnathan-Ray-Lancaster-d0a3f800-01b9-4442-94e2-676c0a364450.yml b/data/ms/legislature/Johnathan-Ray-Lancaster-d0a3f800-01b9-4442-94e2-676c0a364450.yml
index 51241e1e92..28f025a79d 100644
--- a/data/ms/legislature/Johnathan-Ray-Lancaster-d0a3f800-01b9-4442-94e2-676c0a364450.yml
+++ b/data/ms/legislature/Johnathan-Ray-Lancaster-d0a3f800-01b9-4442-94e2-676c0a364450.yml
@@ -1,6 +1,6 @@
 id: ocd-person/d0a3f800-01b9-4442-94e2-676c0a364450
 name: Jon Lancaster
-given_name: Jonathan Ray
+given_name: Jon
 family_name: Lancaster
 gender: Male
 email: jlancaster@house.ms.gov
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/lancaster.xml
   note: homepage
 other_names:
+- name: J. Lancaster
+- name: J.R. Lancaster
+- name: Lancaster, J.
 - name: Jonathan Ray Lancaster
 - name: Lancaster
 - name: Johnathan Ray Lancaster
diff --git a/data/ms/legislature/Jonathan-McMillan-392af292-07d5-4bfd-9636-fe4257df61b3.yml b/data/ms/legislature/Jonathan-McMillan-392af292-07d5-4bfd-9636-fe4257df61b3.yml
index a48cf1a106..d3bd783143 100644
--- a/data/ms/legislature/Jonathan-McMillan-392af292-07d5-4bfd-9636-fe4257df61b3.yml
+++ b/data/ms/legislature/Jonathan-McMillan-392af292-07d5-4bfd-9636-fe4257df61b3.yml
@@ -22,6 +22,9 @@ offices:
   voice: 601-885-0020
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/mcmillan.xml
+other_names:
+- name: J. McMillan
+- name: McMillan, J.
 sources:
 - url: https://ballotpedia.org/Jonathan_McMillan
 - url: https://billstatus.ls.state.ms.us/members/house/mcmillan.xml
diff --git a/data/ms/legislature/Joseph-M-Seymour-70b45762-64ee-4a16-b15a-194e4e3c9bf6.yml b/data/ms/legislature/Joseph-M-Seymour-70b45762-64ee-4a16-b15a-194e4e3c9bf6.yml
index a37d742f8b..f5fa504ba0 100644
--- a/data/ms/legislature/Joseph-M-Seymour-70b45762-64ee-4a16-b15a-194e4e3c9bf6.yml
+++ b/data/ms/legislature/Joseph-M-Seymour-70b45762-64ee-4a16-b15a-194e4e3c9bf6.yml
@@ -1,6 +1,6 @@
 id: ocd-person/70b45762-64ee-4a16-b15a-194e4e3c9bf6
 name: Mike Seymour
-given_name: Joseph Michael
+given_name: Mike
 family_name: Seymour
 birth_date: '1959-04-15'
 gender: Male
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/seymour.xml
   note: homepage
 other_names:
+- name: J.M. Seymour
+- name: M. Seymour
+- name: Seymour, M.
 - name: Joseph Michael Seymour
 - name: Joseph M. Seymour
 other_identifiers:
diff --git a/data/ms/legislature/Joseph-Thomas-Jr-13131d55-19a4-49cd-aba9-e8eef7aedb06.yml b/data/ms/legislature/Joseph-Thomas-Jr-13131d55-19a4-49cd-aba9-e8eef7aedb06.yml
index eb601e4791..f8f11ae0a9 100644
--- a/data/ms/legislature/Joseph-Thomas-Jr-13131d55-19a4-49cd-aba9-e8eef7aedb06.yml
+++ b/data/ms/legislature/Joseph-Thomas-Jr-13131d55-19a4-49cd-aba9-e8eef7aedb06.yml
@@ -1,6 +1,6 @@
 id: ocd-person/13131d55-19a4-49cd-aba9-e8eef7aedb06
 name: Joseph Thomas
-given_name: Joseph C.
+given_name: Joseph
 family_name: Thomas
 gender: Male
 email: jthomas@senate.ms.gov
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/thomas.xml
   note: homepage
 other_names:
+- name: J. Thomas
+- name: J.C. Thomas
+- name: Thomas, J.
 - name: Joseph C. Thomas
 - name: Joseph Thomas, Jr.
 sources:
diff --git a/data/ms/legislature/Joseph-Tubb-820dcd6c-fdeb-4244-8ceb-7f5ce3048674.yml b/data/ms/legislature/Joseph-Tubb-820dcd6c-fdeb-4244-8ceb-7f5ce3048674.yml
index 1c6de3bf08..ce0482ea6e 100644
--- a/data/ms/legislature/Joseph-Tubb-820dcd6c-fdeb-4244-8ceb-7f5ce3048674.yml
+++ b/data/ms/legislature/Joseph-Tubb-820dcd6c-fdeb-4244-8ceb-7f5ce3048674.yml
@@ -26,6 +26,8 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/tubb.xml
   note: homepage
 other_names:
+- name: J. Tubb
+- name: Tubb, J.
 - name: Joesph Tubb
 - name: Joseph Tubb
 other_identifiers:
diff --git a/data/ms/legislature/Josh-Harkins-13163ae5-a55d-4eff-8b23-b9f7df9e354a.yml b/data/ms/legislature/Josh-Harkins-13163ae5-a55d-4eff-8b23-b9f7df9e354a.yml
index 69e014b191..c5b1a72c84 100644
--- a/data/ms/legislature/Josh-Harkins-13163ae5-a55d-4eff-8b23-b9f7df9e354a.yml
+++ b/data/ms/legislature/Josh-Harkins-13163ae5-a55d-4eff-8b23-b9f7df9e354a.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/senate/harkins.xml
   note: homepage
+other_names:
+- name: Harkins, J.
+- name: J. Harkins
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000186
diff --git a/data/ms/legislature/Josh-Hawkins-5ad5b396-01a0-40eb-8d4b-0f76f2727406.yml b/data/ms/legislature/Josh-Hawkins-5ad5b396-01a0-40eb-8d4b-0f76f2727406.yml
index 3faf3d9fc8..0be3ff4403 100644
--- a/data/ms/legislature/Josh-Hawkins-5ad5b396-01a0-40eb-8d4b-0f76f2727406.yml
+++ b/data/ms/legislature/Josh-Hawkins-5ad5b396-01a0-40eb-8d4b-0f76f2727406.yml
@@ -23,6 +23,9 @@ offices:
   voice: 662-563-2223
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/hawkins.xml
+other_names:
+- name: Hawkins, J.
+- name: J. Hawkins
 sources:
 - url: https://ballotpedia.org/Josh_Hawkins
 - url: https://billstatus.ls.state.ms.us/members/house/hawkins.xml
diff --git a/data/ms/legislature/Juan-Barnett-fcb35ef2-7463-4f8a-9a8a-3bc45b235ecb.yml b/data/ms/legislature/Juan-Barnett-fcb35ef2-7463-4f8a-9a8a-3bc45b235ecb.yml
index d754e17527..dc1d36622a 100644
--- a/data/ms/legislature/Juan-Barnett-fcb35ef2-7463-4f8a-9a8a-3bc45b235ecb.yml
+++ b/data/ms/legislature/Juan-Barnett-fcb35ef2-7463-4f8a-9a8a-3bc45b235ecb.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/senate/barnett.xml
   note: homepage
+other_names:
+- name: Barnett, J.
+- name: J. Barnett
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000281
diff --git a/data/ms/legislature/Justin-Keen-9eae167e-9e7e-4334-a67e-5b686617c71c.yml b/data/ms/legislature/Justin-Keen-9eae167e-9e7e-4334-a67e-5b686617c71c.yml
index 8dd2a7a1d2..04a24fad59 100644
--- a/data/ms/legislature/Justin-Keen-9eae167e-9e7e-4334-a67e-5b686617c71c.yml
+++ b/data/ms/legislature/Justin-Keen-9eae167e-9e7e-4334-a67e-5b686617c71c.yml
@@ -22,6 +22,9 @@ offices:
   voice: 901-493-3410
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/keen.xml
+other_names:
+- name: J. Keen
+- name: Keen, J.
 sources:
 - url: https://ballotpedia.org/Justin_Keen
 - url: https://billstatus.ls.state.ms.us/members/house/keen.xml
diff --git a/data/ms/legislature/Justis-Gibbs-48af55d6-95ef-4e57-9ec3-a566af0ce517.yml b/data/ms/legislature/Justis-Gibbs-48af55d6-95ef-4e57-9ec3-a566af0ce517.yml
index 0082aea3c9..1a1710d624 100644
--- a/data/ms/legislature/Justis-Gibbs-48af55d6-95ef-4e57-9ec3-a566af0ce517.yml
+++ b/data/ms/legislature/Justis-Gibbs-48af55d6-95ef-4e57-9ec3-a566af0ce517.yml
@@ -1,6 +1,6 @@
 id: ocd-person/48af55d6-95ef-4e57-9ec3-a566af0ce517
 name: Justis Gibbs
-given_name: Justis Robert
+given_name: Justis
 family_name: Gibbs
 birth_date: '1995-11-05'
 gender: Male
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/gibbs_(72nd).xml
 other_names:
+- name: Gibbs, J.
+- name: J. Gibbs
+- name: J.R. Gibbs
 - name: Gibbs (72nd)
 sources:
 - url: https://www.gibbstravis.com/our-team/justis-r.-gibbs-ii
diff --git a/data/ms/legislature/Kabir-Karriem-a1fef221-e3ca-4598-a7f9-cf6862b3007a.yml b/data/ms/legislature/Kabir-Karriem-a1fef221-e3ca-4598-a7f9-cf6862b3007a.yml
index 7b12460605..a9b5e4ea7a 100644
--- a/data/ms/legislature/Kabir-Karriem-a1fef221-e3ca-4598-a7f9-cf6862b3007a.yml
+++ b/data/ms/legislature/Kabir-Karriem-a1fef221-e3ca-4598-a7f9-cf6862b3007a.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/karriem.xml
   note: homepage
+other_names:
+- name: K. Karriem
+- name: Karriem, K.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000268
diff --git a/data/ms/legislature/Karl-Gibbs-38d590c5-20ff-42d5-b9dd-af77664213cf.yml b/data/ms/legislature/Karl-Gibbs-38d590c5-20ff-42d5-b9dd-af77664213cf.yml
index e2a3f12826..54e032922a 100644
--- a/data/ms/legislature/Karl-Gibbs-38d590c5-20ff-42d5-b9dd-af77664213cf.yml
+++ b/data/ms/legislature/Karl-Gibbs-38d590c5-20ff-42d5-b9dd-af77664213cf.yml
@@ -1,6 +1,6 @@
 id: ocd-person/38d590c5-20ff-42d5-b9dd-af77664213cf
 name: Karl Gibbs
-given_name: Karl Malinsky
+given_name: Karl
 family_name: Gibbs
 gender: Male
 email: kgibbs@house.ms.gov
@@ -27,6 +27,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/gibbs_(36th).xml
   note: homepage
 other_names:
+- name: Gibbs, K.
+- name: K. Gibbs
+- name: K.M. Gibbs
 - name: Karl Malinsky Gibbs
 - name: Gibbs (36th)
 other_identifiers:
diff --git a/data/ms/legislature/Karl-Oliver-761527db-bbe0-43e5-90e0-2a06528ebfa4.yml b/data/ms/legislature/Karl-Oliver-761527db-bbe0-43e5-90e0-2a06528ebfa4.yml
index 1745f1a157..fd74e5bd83 100644
--- a/data/ms/legislature/Karl-Oliver-761527db-bbe0-43e5-90e0-2a06528ebfa4.yml
+++ b/data/ms/legislature/Karl-Oliver-761527db-bbe0-43e5-90e0-2a06528ebfa4.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/oliver.xml
   note: homepage
+other_names:
+- name: K. Oliver
+- name: Oliver, K.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000244
diff --git a/data/ms/legislature/Kathy-L-Chism-cc7b9351-ea3c-4436-8cc7-9ec0f34b3e0a.yml b/data/ms/legislature/Kathy-L-Chism-cc7b9351-ea3c-4436-8cc7-9ec0f34b3e0a.yml
index dfe1665f11..c3722b7540 100644
--- a/data/ms/legislature/Kathy-L-Chism-cc7b9351-ea3c-4436-8cc7-9ec0f34b3e0a.yml
+++ b/data/ms/legislature/Kathy-L-Chism-cc7b9351-ea3c-4436-8cc7-9ec0f34b3e0a.yml
@@ -1,6 +1,6 @@
 id: ocd-person/cc7b9351-ea3c-4436-8cc7-9ec0f34b3e0a
 name: Kathy Chism
-given_name: Kathy Leath
+given_name: Kathy
 family_name: Chism
 birth_date: '1957-08-22'
 gender: Female
@@ -23,6 +23,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/chism.xml
   note: homepage
 other_names:
+- name: Chism, K.
+- name: K. Chism
+- name: K.L. Chism
 - name: Kathy Leath Chism
 - name: Kathy L. Chism
 - name: Chism
diff --git a/data/ms/legislature/Keith-Jackson-0f07445d-ab7a-4c6f-9b3c-a402436afbed.yml b/data/ms/legislature/Keith-Jackson-0f07445d-ab7a-4c6f-9b3c-a402436afbed.yml
index f6c7cfac17..2af925b9bf 100644
--- a/data/ms/legislature/Keith-Jackson-0f07445d-ab7a-4c6f-9b3c-a402436afbed.yml
+++ b/data/ms/legislature/Keith-Jackson-0f07445d-ab7a-4c6f-9b3c-a402436afbed.yml
@@ -1,6 +1,6 @@
 id: ocd-person/0f07445d-ab7a-4c6f-9b3c-a402436afbed
 name: Keith Jackson
-given_name: Keith K.
+given_name: Keith
 family_name: Jackson
 birth_date: '1978-10-01'
 gender: Male
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/jackson_(45th).xml
 other_names:
+- name: Jackson, K.
+- name: K. Jackson
+- name: K.K. Jackson
 - name: Jackson (45th)
 sources:
 - url: https://ballotpedia.org/Keith_Jackson_(Mississippi)
diff --git a/data/ms/legislature/Ken-Morgan-da8a0173-20dc-4979-949d-57d902e744e0.yml b/data/ms/legislature/Ken-Morgan-da8a0173-20dc-4979-949d-57d902e744e0.yml
index 1bbe3dbad1..7b34069217 100644
--- a/data/ms/legislature/Ken-Morgan-da8a0173-20dc-4979-949d-57d902e744e0.yml
+++ b/data/ms/legislature/Ken-Morgan-da8a0173-20dc-4979-949d-57d902e744e0.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/morgan.xml
   note: homepage
+other_names:
+- name: K. Morgan
+- name: Morgan, K.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000090
diff --git a/data/ms/legislature/Kenji-Holloway-f0fd6950-d890-445b-834e-a635715b75d5.yml b/data/ms/legislature/Kenji-Holloway-f0fd6950-d890-445b-834e-a635715b75d5.yml
index 81476f5fe3..b2228d1e47 100644
--- a/data/ms/legislature/Kenji-Holloway-f0fd6950-d890-445b-834e-a635715b75d5.yml
+++ b/data/ms/legislature/Kenji-Holloway-f0fd6950-d890-445b-834e-a635715b75d5.yml
@@ -23,6 +23,8 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/holloway_(27th).xml
 other_names:
+- name: Holloway, K.
+- name: K. Holloway
 - name: Holloway (27th)
 sources:
 - url: https://ballotpedia.org/Kenji_Holloway
diff --git a/data/ms/legislature/Kent-McCarty-63655fb4-af7a-4b96-95f0-5aa1bd93da62.yml b/data/ms/legislature/Kent-McCarty-63655fb4-af7a-4b96-95f0-5aa1bd93da62.yml
index ca06c38f50..fb0bcc6da9 100644
--- a/data/ms/legislature/Kent-McCarty-63655fb4-af7a-4b96-95f0-5aa1bd93da62.yml
+++ b/data/ms/legislature/Kent-McCarty-63655fb4-af7a-4b96-95f0-5aa1bd93da62.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/mccarty.xml
   note: homepage
+other_names:
+- name: K. McCarty
+- name: McCarty, K.
 sources:
 - url: https://ballotpedia.org/Kent_McCarty
 - url: https://billstatus.ls.state.ms.us/members/house/mccarty.xml
diff --git a/data/ms/legislature/Kevin-Blackwell-b58c7115-6f1d-4de3-9327-eef3b6f0c83c.yml b/data/ms/legislature/Kevin-Blackwell-b58c7115-6f1d-4de3-9327-eef3b6f0c83c.yml
index 740402ad57..8a387da17f 100644
--- a/data/ms/legislature/Kevin-Blackwell-b58c7115-6f1d-4de3-9327-eef3b6f0c83c.yml
+++ b/data/ms/legislature/Kevin-Blackwell-b58c7115-6f1d-4de3-9327-eef3b6f0c83c.yml
@@ -1,6 +1,6 @@
 id: ocd-person/b58c7115-6f1d-4de3-9327-eef3b6f0c83c
 name: Kevin Blackwell
-given_name: Kevin Edward
+given_name: Kevin
 family_name: Blackwell
 birth_date: '1954-10-24'
 gender: Male
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/blackwell.xml
   note: homepage
 other_names:
+- name: Blackwell, K.
+- name: K. Blackwell
+- name: K.E. Blackwell
 - name: Kevin Edward Blackwell
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Kevin-Felsher-9967ba62-2eb6-452e-8445-d3422c62a813.yml b/data/ms/legislature/Kevin-Felsher-9967ba62-2eb6-452e-8445-d3422c62a813.yml
index b6f94d5399..85306d1d28 100644
--- a/data/ms/legislature/Kevin-Felsher-9967ba62-2eb6-452e-8445-d3422c62a813.yml
+++ b/data/ms/legislature/Kevin-Felsher-9967ba62-2eb6-452e-8445-d3422c62a813.yml
@@ -1,6 +1,6 @@
 id: ocd-person/9967ba62-2eb6-452e-8445-d3422c62a813
 name: Kevin Felsher
-given_name: Kevin W.
+given_name: Kevin
 family_name: Felsher
 birth_date: '1975-10-10'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/felsher.xml
   note: homepage
 other_names:
+- name: Felsher, K.
+- name: K. Felsher
+- name: K.W. Felsher
 - name: Kevin W. Felsher
 sources:
 - url: https://ballotpedia.org/Kevin_Felsher
diff --git a/data/ms/legislature/Kevin-Ford-7a9174a7-1301-407a-8c77-5f70e70fde92.yml b/data/ms/legislature/Kevin-Ford-7a9174a7-1301-407a-8c77-5f70e70fde92.yml
index d846246e25..f256604c48 100644
--- a/data/ms/legislature/Kevin-Ford-7a9174a7-1301-407a-8c77-5f70e70fde92.yml
+++ b/data/ms/legislature/Kevin-Ford-7a9174a7-1301-407a-8c77-5f70e70fde92.yml
@@ -26,6 +26,8 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/ford_(54th).xml
   note: homepage
 other_names:
+- name: Ford, K.
+- name: K. Ford
 - name: Ford (54th)
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Kevin-Horan-b339d980-af38-4e76-b53c-215c26191cc1.yml b/data/ms/legislature/Kevin-Horan-b339d980-af38-4e76-b53c-215c26191cc1.yml
index 6b6e8292ee..a2f065d410 100644
--- a/data/ms/legislature/Kevin-Horan-b339d980-af38-4e76-b53c-215c26191cc1.yml
+++ b/data/ms/legislature/Kevin-Horan-b339d980-af38-4e76-b53c-215c26191cc1.yml
@@ -1,6 +1,6 @@
 id: ocd-person/b339d980-af38-4e76-b53c-215c26191cc1
 name: Kevin Horan
-given_name: Mark Kevin
+given_name: Kevin
 family_name: Horan
 birth_date: '1961-10-29'
 gender: Male
@@ -31,6 +31,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/horan.xml
   note: homepage
 other_names:
+- name: Horan, K.
+- name: K. Horan
+- name: M.K. Horan
 - name: Mark Kevin Horan
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Kimberly-Remak-58bd4b77-f7d6-45bd-bb3e-0386cf36bbf3.yml b/data/ms/legislature/Kimberly-Remak-58bd4b77-f7d6-45bd-bb3e-0386cf36bbf3.yml
index c78bf8e197..5e8fb20bbf 100644
--- a/data/ms/legislature/Kimberly-Remak-58bd4b77-f7d6-45bd-bb3e-0386cf36bbf3.yml
+++ b/data/ms/legislature/Kimberly-Remak-58bd4b77-f7d6-45bd-bb3e-0386cf36bbf3.yml
@@ -23,6 +23,9 @@ offices:
   address: 5240 Wedgewood Drive, Olive Branch, MS 38654
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/remak.xml
+other_names:
+- name: K. Remak
+- name: Remak, K.
 sources:
 - url: https://ballotpedia.org/Kimberly_Remak
 - url: https://billstatus.ls.state.ms.us/members/house/remak.xml
diff --git a/data/ms/legislature/Lance-Varner-f9eedb57-45af-4743-b869-ece1ccb643e2.yml b/data/ms/legislature/Lance-Varner-f9eedb57-45af-4743-b869-ece1ccb643e2.yml
index 6461b7f979..0d5bba5bee 100644
--- a/data/ms/legislature/Lance-Varner-f9eedb57-45af-4743-b869-ece1ccb643e2.yml
+++ b/data/ms/legislature/Lance-Varner-f9eedb57-45af-4743-b869-ece1ccb643e2.yml
@@ -23,6 +23,9 @@ offices:
   address: P.O. Box 1294, Florence, MS 39073
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/varner.xml
+other_names:
+- name: L. Varner
+- name: Varner, L.
 sources:
 - url: https://ballotpedia.org/Lance_Varner
 - url: https://billstatus.ls.state.ms.us/members/house/varner.xml
diff --git a/data/ms/legislature/Larry-Byrd-57419404-003c-4a1d-93c0-dce987b11c00.yml b/data/ms/legislature/Larry-Byrd-57419404-003c-4a1d-93c0-dce987b11c00.yml
index 02ad5197c6..5746c600d3 100644
--- a/data/ms/legislature/Larry-Byrd-57419404-003c-4a1d-93c0-dce987b11c00.yml
+++ b/data/ms/legislature/Larry-Byrd-57419404-003c-4a1d-93c0-dce987b11c00.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/byrd.xml
   note: homepage
+other_names:
+- name: Byrd, L.
+- name: L. Byrd
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000147
diff --git a/data/ms/legislature/Lataisha-Jackson-843ed177-0a3d-4f96-9df2-28ad7333c5a6.yml b/data/ms/legislature/Lataisha-Jackson-843ed177-0a3d-4f96-9df2-28ad7333c5a6.yml
index 0e6de8a312..a63aa099f8 100644
--- a/data/ms/legislature/Lataisha-Jackson-843ed177-0a3d-4f96-9df2-28ad7333c5a6.yml
+++ b/data/ms/legislature/Lataisha-Jackson-843ed177-0a3d-4f96-9df2-28ad7333c5a6.yml
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/jackson.xml
   note: homepage
 - url: https://billstatus.ls.state.ms.us/2023/pdf/house_authors/jackson.xml
+other_names:
+- name: Jackson, L.
+- name: L. Jackson
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000234
diff --git a/data/ms/legislature/Lee-Yancey-fe627b98-efb2-43b0-a6e5-7ad967c1a2fc.yml b/data/ms/legislature/Lee-Yancey-fe627b98-efb2-43b0-a6e5-7ad967c1a2fc.yml
index 3484a703a9..9b2154c4ff 100644
--- a/data/ms/legislature/Lee-Yancey-fe627b98-efb2-43b0-a6e5-7ad967c1a2fc.yml
+++ b/data/ms/legislature/Lee-Yancey-fe627b98-efb2-43b0-a6e5-7ad967c1a2fc.yml
@@ -1,6 +1,6 @@
 id: ocd-person/fe627b98-efb2-43b0-a6e5-7ad967c1a2fc
 name: Lee Yancey
-given_name: Jeremy Lewayne
+given_name: Lee
 family_name: Yancey
 birth_date: '1968-07-29'
 gender: Male
@@ -31,6 +31,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/yancey.xml
   note: homepage
 other_names:
+- name: J.L. Yancey
+- name: L. Yancey
+- name: Yancey, L.
 - name: Jeremy Lewayne Yancey
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Lester-Carpenter-dcc9906b-9a0a-4503-9128-006317d5ff3f.yml b/data/ms/legislature/Lester-Carpenter-dcc9906b-9a0a-4503-9128-006317d5ff3f.yml
index 50fad38412..3290a1f2f8 100644
--- a/data/ms/legislature/Lester-Carpenter-dcc9906b-9a0a-4503-9128-006317d5ff3f.yml
+++ b/data/ms/legislature/Lester-Carpenter-dcc9906b-9a0a-4503-9128-006317d5ff3f.yml
@@ -1,6 +1,6 @@
 id: ocd-person/dcc9906b-9a0a-4503-9128-006317d5ff3f
 name: Bubba Carpenter
-given_name: Lester E.
+given_name: Bubba
 family_name: Carpenter
 birth_date: '1970-09-01'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/carpenter.xml
   note: homepage
 other_names:
+- name: B. Carpenter
+- name: Carpenter, B.
+- name: L.E. Carpenter
 - name: Lester E. Carpenter
 - name: Lester Carpenter
 other_identifiers:
diff --git a/data/ms/legislature/Lydia-Graves-Chassaniol-094c0731-4932-4400-ad96-84c83ba1dd59.yml b/data/ms/legislature/Lydia-Graves-Chassaniol-094c0731-4932-4400-ad96-84c83ba1dd59.yml
index 9dd1ee42a4..3547167643 100644
--- a/data/ms/legislature/Lydia-Graves-Chassaniol-094c0731-4932-4400-ad96-84c83ba1dd59.yml
+++ b/data/ms/legislature/Lydia-Graves-Chassaniol-094c0731-4932-4400-ad96-84c83ba1dd59.yml
@@ -1,6 +1,6 @@
 id: ocd-person/094c0731-4932-4400-ad96-84c83ba1dd59
 name: Lydia Chassaniol
-given_name: Lydia Graves
+given_name: Lydia
 family_name: Chassaniol
 birth_date: '1950-12-29'
 gender: Female
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/chassaniol.xml
   note: homepage
 other_names:
+- name: Chassaniol, L.
+- name: L. Chassaniol
+- name: L.G. Chassaniol
 - name: Lydia Graves Chassaniol
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Manly-Barton-c3ea3d93-cd2d-48f4-babd-a47bbd951108.yml b/data/ms/legislature/Manly-Barton-c3ea3d93-cd2d-48f4-babd-a47bbd951108.yml
index 2667bc6f7b..ff8e306359 100644
--- a/data/ms/legislature/Manly-Barton-c3ea3d93-cd2d-48f4-babd-a47bbd951108.yml
+++ b/data/ms/legislature/Manly-Barton-c3ea3d93-cd2d-48f4-babd-a47bbd951108.yml
@@ -1,6 +1,6 @@
 id: ocd-person/c3ea3d93-cd2d-48f4-babd-a47bbd951108
 name: Manly Barton
-given_name: Manly George
+given_name: Manly
 family_name: Barton
 birth_date: '1949-03-14'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/barton.xml
   note: homepage
 other_names:
+- name: Barton, M.
+- name: M. Barton
+- name: M.G. Barton
 - name: Manly George Barton
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Mark-Tullos-3439bb59-6632-4653-83e1-031422ad832f.yml b/data/ms/legislature/Mark-Tullos-3439bb59-6632-4653-83e1-031422ad832f.yml
index 1ddc25a3b1..4707ede9d7 100644
--- a/data/ms/legislature/Mark-Tullos-3439bb59-6632-4653-83e1-031422ad832f.yml
+++ b/data/ms/legislature/Mark-Tullos-3439bb59-6632-4653-83e1-031422ad832f.yml
@@ -1,6 +1,6 @@
 id: ocd-person/3439bb59-6632-4653-83e1-031422ad832f
 name: Mark Tullos
-given_name: Mark K.
+given_name: Mark
 family_name: Tullos
 birth_date: '1964-09-28'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/tullos.xml
   note: homepage
 other_names:
+- name: M. Tullos
+- name: M.K. Tullos
+- name: Tullos, M.
 - name: Mark K. Tullos
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Michael-McLendon-017dec88-1105-454d-b55b-eeb3a3c85b55.yml b/data/ms/legislature/Michael-McLendon-017dec88-1105-454d-b55b-eeb3a3c85b55.yml
index be62db9fe6..669f615d9a 100644
--- a/data/ms/legislature/Michael-McLendon-017dec88-1105-454d-b55b-eeb3a3c85b55.yml
+++ b/data/ms/legislature/Michael-McLendon-017dec88-1105-454d-b55b-eeb3a3c85b55.yml
@@ -1,6 +1,6 @@
 id: ocd-person/017dec88-1105-454d-b55b-eeb3a3c85b55
 name: Michael McLendon
-given_name: Michael W.
+given_name: Michael
 family_name: McLendon
 birth_date: '1963-11-14'
 gender: Male
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/mclendon.xml
   note: homepage
 other_names:
+- name: M. McLendon
+- name: M.W. McLendon
+- name: McLendon, M.
 - name: Michael W. McLendon
 sources:
 - url: https://ballotpedia.org/Michael_McLendon
diff --git a/data/ms/legislature/Mike-Thompson-eaa39996-c8a7-4568-b01e-d7685667227b.yml b/data/ms/legislature/Mike-Thompson-eaa39996-c8a7-4568-b01e-d7685667227b.yml
index 7379ddd777..9164b4e0ae 100644
--- a/data/ms/legislature/Mike-Thompson-eaa39996-c8a7-4568-b01e-d7685667227b.yml
+++ b/data/ms/legislature/Mike-Thompson-eaa39996-c8a7-4568-b01e-d7685667227b.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/senate/thompson.xml
   note: homepage
+other_names:
+- name: M. Thompson
+- name: Thompson, M.
 sources:
 - url: https://ballotpedia.org/Mike_Thompson_(Mississippi)
 - url: https://billstatus.ls.state.ms.us/members/senate/thompson.xml
diff --git a/data/ms/legislature/Missy-McGee-e645db95-2862-40dd-b548-b84b6f0b5f3f.yml b/data/ms/legislature/Missy-McGee-e645db95-2862-40dd-b548-b84b6f0b5f3f.yml
index aa763904f2..e404c044cf 100644
--- a/data/ms/legislature/Missy-McGee-e645db95-2862-40dd-b548-b84b6f0b5f3f.yml
+++ b/data/ms/legislature/Missy-McGee-e645db95-2862-40dd-b548-b84b6f0b5f3f.yml
@@ -1,6 +1,6 @@
 id: ocd-person/e645db95-2862-40dd-b548-b84b6f0b5f3f
 name: Missy McGee
-given_name: Missy Warren
+given_name: Missy
 family_name: McGee
 birth_date: '1966-03-31'
 gender: Female
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/mcgee.xml
   note: homepage
 other_names:
+- name: M. McGee
+- name: M.W. McGee
+- name: McGee, M.
 - name: Missy Warren McGee
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Neil-S-Whaley-60cdec6e-abad-4d5c-97ca-83da67ed7a67.yml b/data/ms/legislature/Neil-S-Whaley-60cdec6e-abad-4d5c-97ca-83da67ed7a67.yml
index 603e57fbc5..71ffc1d073 100644
--- a/data/ms/legislature/Neil-S-Whaley-60cdec6e-abad-4d5c-97ca-83da67ed7a67.yml
+++ b/data/ms/legislature/Neil-S-Whaley-60cdec6e-abad-4d5c-97ca-83da67ed7a67.yml
@@ -1,6 +1,6 @@
 id: ocd-person/60cdec6e-abad-4d5c-97ca-83da67ed7a67
 name: Neil Whaley
-given_name: Neil S.
+given_name: Neil
 family_name: Whaley
 birth_date: '1988-05-24'
 gender: Male
@@ -23,6 +23,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/whaley.xml
   note: homepage
 other_names:
+- name: N. Whaley
+- name: N.S. Whaley
+- name: Whaley, N.
 - name: Neil S. Whaley
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Nicole-Boyd-befe53fc-f95d-49df-93f4-9985e00151e6.yml b/data/ms/legislature/Nicole-Boyd-befe53fc-f95d-49df-93f4-9985e00151e6.yml
index 8ea424c292..e495d85558 100644
--- a/data/ms/legislature/Nicole-Boyd-befe53fc-f95d-49df-93f4-9985e00151e6.yml
+++ b/data/ms/legislature/Nicole-Boyd-befe53fc-f95d-49df-93f4-9985e00151e6.yml
@@ -1,6 +1,6 @@
 id: ocd-person/befe53fc-f95d-49df-93f4-9985e00151e6
 name: Nicole Boyd
-given_name: Nicole Akins
+given_name: Nicole
 family_name: Boyd
 birth_date: '1969-01-19'
 gender: Female
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/boyd.xml
   note: homepage
 other_names:
+- name: Boyd, N.
+- name: N. Boyd
+- name: N.A. Boyd
 - name: Nicole Akins Boyd
 - name: Boyd
 sources:
diff --git a/data/ms/legislature/Noah-Sanford-86dbc7dc-6cd5-4005-b076-9b1bb674e331.yml b/data/ms/legislature/Noah-Sanford-86dbc7dc-6cd5-4005-b076-9b1bb674e331.yml
index fc5f211d85..e2833cf946 100644
--- a/data/ms/legislature/Noah-Sanford-86dbc7dc-6cd5-4005-b076-9b1bb674e331.yml
+++ b/data/ms/legislature/Noah-Sanford-86dbc7dc-6cd5-4005-b076-9b1bb674e331.yml
@@ -23,6 +23,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/sanford.xml
   note: homepage
+other_names:
+- name: N. Sanford
+- name: Sanford, N.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000256
diff --git a/data/ms/legislature/Omeria-Scott-ee6c2cb7-6d0f-4b45-9e06-2ba1dfae8ecb.yml b/data/ms/legislature/Omeria-Scott-ee6c2cb7-6d0f-4b45-9e06-2ba1dfae8ecb.yml
index be2e195b71..2c155932b9 100644
--- a/data/ms/legislature/Omeria-Scott-ee6c2cb7-6d0f-4b45-9e06-2ba1dfae8ecb.yml
+++ b/data/ms/legislature/Omeria-Scott-ee6c2cb7-6d0f-4b45-9e06-2ba1dfae8ecb.yml
@@ -1,6 +1,6 @@
 id: ocd-person/ee6c2cb7-6d0f-4b45-9e06-2ba1dfae8ecb
 name: Omeria Scott
-given_name: Omeria McDonald
+given_name: Omeria
 family_name: Scott
 birth_date: '1956-11-21'
 gender: Female
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/scott.xml
   note: homepage
 other_names:
+- name: O. Scott
+- name: O.M. Scott
+- name: Scott, O.
 - name: Omeria McDonald Scott
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Orlando-Paden-b6553553-bd9a-4bd4-92da-27018b5914fe.yml b/data/ms/legislature/Orlando-Paden-b6553553-bd9a-4bd4-92da-27018b5914fe.yml
index 850148418a..2096a90694 100644
--- a/data/ms/legislature/Orlando-Paden-b6553553-bd9a-4bd4-92da-27018b5914fe.yml
+++ b/data/ms/legislature/Orlando-Paden-b6553553-bd9a-4bd4-92da-27018b5914fe.yml
@@ -1,6 +1,6 @@
 id: ocd-person/b6553553-bd9a-4bd4-92da-27018b5914fe
 name: Orlando Paden
-given_name: Orlando W.
+given_name: Orlando
 family_name: Paden
 birth_date: '1984-06-05'
 gender: Male
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/paden.xml
   note: homepage
 other_names:
+- name: O. Paden
+- name: O.W. Paden
+- name: Paden, O.
 - name: Orlando W. Paden
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Oscar-Denton-5fb7e1d6-24ab-41e1-b0b2-d1445bf6abd3.yml b/data/ms/legislature/Oscar-Denton-5fb7e1d6-24ab-41e1-b0b2-d1445bf6abd3.yml
index c0d0d521d9..a536d4592e 100644
--- a/data/ms/legislature/Oscar-Denton-5fb7e1d6-24ab-41e1-b0b2-d1445bf6abd3.yml
+++ b/data/ms/legislature/Oscar-Denton-5fb7e1d6-24ab-41e1-b0b2-d1445bf6abd3.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/denton.xml
   note: homepage
+other_names:
+- name: Denton, O.
+- name: O. Denton
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000239
diff --git a/data/ms/legislature/Otis-Anthony-d4007757-e112-43b0-8261-1dd806f658c8.yml b/data/ms/legislature/Otis-Anthony-d4007757-e112-43b0-8261-1dd806f658c8.yml
index b5defddfa0..22eaeeb586 100644
--- a/data/ms/legislature/Otis-Anthony-d4007757-e112-43b0-8261-1dd806f658c8.yml
+++ b/data/ms/legislature/Otis-Anthony-d4007757-e112-43b0-8261-1dd806f658c8.yml
@@ -1,6 +1,6 @@
 id: ocd-person/d4007757-e112-43b0-8261-1dd806f658c8
 name: Otis Anthony
-given_name: Otis L.
+given_name: Otis
 family_name: Anthony
 birth_date: '1979-07-12'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/anthony.xml
   note: homepage
 other_names:
+- name: Anthony, O.
+- name: O. Anthony
+- name: O.L. Anthony
 - name: Otis L. Anthony
 sources:
 - url: https://ballotpedia.org/Otis_Anthony
diff --git a/data/ms/legislature/Percy-W-Watson-7dcb0b5b-3eb3-4db2-8666-0eb83589289f.yml b/data/ms/legislature/Percy-W-Watson-7dcb0b5b-3eb3-4db2-8666-0eb83589289f.yml
index 6900b2d40d..b870b95753 100644
--- a/data/ms/legislature/Percy-W-Watson-7dcb0b5b-3eb3-4db2-8666-0eb83589289f.yml
+++ b/data/ms/legislature/Percy-W-Watson-7dcb0b5b-3eb3-4db2-8666-0eb83589289f.yml
@@ -1,6 +1,6 @@
 id: ocd-person/7dcb0b5b-3eb3-4db2-8666-0eb83589289f
 name: Percy Watson
-given_name: Percy Willis
+given_name: Percy
 family_name: Watson
 birth_date: '1951-06-05'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/watson.xml
   note: homepage
 other_names:
+- name: P. Watson
+- name: P.W. Watson
+- name: Watson, P.
 - name: Percy Willis Watson
 - name: Percy W. Watson
 other_identifiers:
diff --git a/data/ms/legislature/Philman-Ladner-7aef9236-de61-47cf-8243-b5a21fcac9dc.yml b/data/ms/legislature/Philman-Ladner-7aef9236-de61-47cf-8243-b5a21fcac9dc.yml
index 13d23f860a..45760ddf19 100644
--- a/data/ms/legislature/Philman-Ladner-7aef9236-de61-47cf-8243-b5a21fcac9dc.yml
+++ b/data/ms/legislature/Philman-Ladner-7aef9236-de61-47cf-8243-b5a21fcac9dc.yml
@@ -1,6 +1,6 @@
 id: ocd-person/7aef9236-de61-47cf-8243-b5a21fcac9dc
 name: Philman Ladner
-given_name: Philman A.
+given_name: Philman
 family_name: Ladner
 gender: Male
 email: pladner@senate.ms.gov
@@ -22,6 +22,10 @@ offices:
   voice: 228-493-4572
 links:
 - url: https://billstatus.ls.state.ms.us/members/senate/ladner.xml
+other_names:
+- name: Ladner, P.
+- name: P. Ladner
+- name: P.A. Ladner
 sources:
 - url: https://ballotpedia.org/Philman_Ladner
 - url: https://billstatus.ls.state.ms.us/members/senate/ladner.xml
diff --git a/data/ms/legislature/Price-Wallace-35bf01bd-be16-4ce6-b07c-bfff3d25e7e3.yml b/data/ms/legislature/Price-Wallace-35bf01bd-be16-4ce6-b07c-bfff3d25e7e3.yml
index 6af84b7731..31aa9a771e 100644
--- a/data/ms/legislature/Price-Wallace-35bf01bd-be16-4ce6-b07c-bfff3d25e7e3.yml
+++ b/data/ms/legislature/Price-Wallace-35bf01bd-be16-4ce6-b07c-bfff3d25e7e3.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/wallace.xml
   note: homepage
+other_names:
+- name: P. Wallace
+- name: Wallace, P.
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000305
diff --git a/data/ms/legislature/Randy-P-Boyd-defa75f7-917e-42da-9d2c-403ad80d1995.yml b/data/ms/legislature/Randy-P-Boyd-defa75f7-917e-42da-9d2c-403ad80d1995.yml
index fad44ca269..44dc60e970 100644
--- a/data/ms/legislature/Randy-P-Boyd-defa75f7-917e-42da-9d2c-403ad80d1995.yml
+++ b/data/ms/legislature/Randy-P-Boyd-defa75f7-917e-42da-9d2c-403ad80d1995.yml
@@ -1,6 +1,6 @@
 id: ocd-person/defa75f7-917e-42da-9d2c-403ad80d1995
 name: Randy Boyd
-given_name: Randy Phillip
+given_name: Randy
 family_name: Boyd
 birth_date: '1954-03-23'
 gender: Male
@@ -29,6 +29,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/boyd_(19th).xml
   note: homepage
 other_names:
+- name: Boyd, R.
+- name: R. Boyd
+- name: R.P. Boyd
 - name: Randy Phillip Boyd
 - name: Randy P. Boyd
 - name: Boyd (19th)
diff --git a/data/ms/legislature/Randy-Rushing-af2a8aef-177c-49d2-9b77-f1f19f7b8eaa.yml b/data/ms/legislature/Randy-Rushing-af2a8aef-177c-49d2-9b77-f1f19f7b8eaa.yml
index 7eb8d0e685..0b5189deea 100644
--- a/data/ms/legislature/Randy-Rushing-af2a8aef-177c-49d2-9b77-f1f19f7b8eaa.yml
+++ b/data/ms/legislature/Randy-Rushing-af2a8aef-177c-49d2-9b77-f1f19f7b8eaa.yml
@@ -1,6 +1,6 @@
 id: ocd-person/af2a8aef-177c-49d2-9b77-f1f19f7b8eaa
 name: Randy Rushing
-given_name: Randal Kevin
+given_name: Randy
 family_name: Rushing
 birth_date: '1963-09-09'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/rushing.xml
   note: homepage
 other_names:
+- name: R. Rushing
+- name: R.K. Rushing
+- name: Rushing, R.
 - name: Randal Kevin Rushing
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Richard-Bennett-4b4c6bbd-fcbb-4c7e-9746-83acffe80898.yml b/data/ms/legislature/Richard-Bennett-4b4c6bbd-fcbb-4c7e-9746-83acffe80898.yml
index 1df72ddba5..e3873a2a8a 100644
--- a/data/ms/legislature/Richard-Bennett-4b4c6bbd-fcbb-4c7e-9746-83acffe80898.yml
+++ b/data/ms/legislature/Richard-Bennett-4b4c6bbd-fcbb-4c7e-9746-83acffe80898.yml
@@ -1,6 +1,6 @@
 id: ocd-person/4b4c6bbd-fcbb-4c7e-9746-83acffe80898
 name: Richard Bennett
-given_name: Richard B.
+given_name: Richard
 family_name: Bennett
 birth_date: '1957-06-25'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/bennett.xml
   note: homepage
 other_names:
+- name: Bennett, R.
+- name: R. Bennett
+- name: R.B. Bennett
 - name: Richard B. Bennett
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Rickey-Thompson-f8b65fd8-7b11-4954-93fd-47a5cbbd53c8.yml b/data/ms/legislature/Rickey-Thompson-f8b65fd8-7b11-4954-93fd-47a5cbbd53c8.yml
index c6f040e457..031498792b 100644
--- a/data/ms/legislature/Rickey-Thompson-f8b65fd8-7b11-4954-93fd-47a5cbbd53c8.yml
+++ b/data/ms/legislature/Rickey-Thompson-f8b65fd8-7b11-4954-93fd-47a5cbbd53c8.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/thompson.xml
   note: homepage
+other_names:
+- name: R. Thompson
+- name: Thompson, R.
 sources:
 - url: https://ballotpedia.org/Rickey_Thompson
 - url: https://billstatus.ls.state.ms.us/members/house/thompson.xml
diff --git a/data/ms/legislature/Rita-Potts-Parks-d618a68e-ed3a-47a5-be24-852af75d9ab3.yml b/data/ms/legislature/Rita-Potts-Parks-d618a68e-ed3a-47a5-be24-852af75d9ab3.yml
index e3b97a014a..9db6135d4d 100644
--- a/data/ms/legislature/Rita-Potts-Parks-d618a68e-ed3a-47a5-be24-852af75d9ab3.yml
+++ b/data/ms/legislature/Rita-Potts-Parks-d618a68e-ed3a-47a5-be24-852af75d9ab3.yml
@@ -1,6 +1,6 @@
 id: ocd-person/d618a68e-ed3a-47a5-be24-852af75d9ab3
 name: Rita Parks
-given_name: Rita Potts
+given_name: Rita
 family_name: Parks
 birth_date: '1962-12-18'
 gender: Female
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/parks.xml
   note: homepage
 other_names:
+- name: Parks, R.
+- name: R. Parks
+- name: R.P. Parks
 - name: Rita Potts Parks
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Rob-Roberson-e36cdae5-3437-48fc-93b4-280b09af661b.yml b/data/ms/legislature/Rob-Roberson-e36cdae5-3437-48fc-93b4-280b09af661b.yml
index 3d7b835fdc..555c8ec9f5 100644
--- a/data/ms/legislature/Rob-Roberson-e36cdae5-3437-48fc-93b4-280b09af661b.yml
+++ b/data/ms/legislature/Rob-Roberson-e36cdae5-3437-48fc-93b4-280b09af661b.yml
@@ -1,6 +1,6 @@
 id: ocd-person/e36cdae5-3437-48fc-93b4-280b09af661b
 name: Rob Roberson
-given_name: Loyd B.
+given_name: Rob
 family_name: Roberson
 birth_date: '1968-08-08'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/roberson.xml
   note: homepage
 other_names:
+- name: L.B. Roberson
+- name: R. Roberson
+- name: Roberson, R.
 - name: Loyd B. Roberson
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Robert-L-Jackson-0fde8bcf-e43a-4b39-a9a5-b7869424e2d9.yml b/data/ms/legislature/Robert-L-Jackson-0fde8bcf-e43a-4b39-a9a5-b7869424e2d9.yml
index 83baaf53f4..f6f9b5a437 100644
--- a/data/ms/legislature/Robert-L-Jackson-0fde8bcf-e43a-4b39-a9a5-b7869424e2d9.yml
+++ b/data/ms/legislature/Robert-L-Jackson-0fde8bcf-e43a-4b39-a9a5-b7869424e2d9.yml
@@ -1,6 +1,6 @@
 id: ocd-person/0fde8bcf-e43a-4b39-a9a5-b7869424e2d9
 name: Reginald Jackson
-given_name: Reginald D.
+given_name: Reginald
 family_name: Jackson
 gender: Male
 email: rjackson@senate.ms.gov
@@ -26,6 +26,9 @@ links:
   note: homepage
 - url: https://billstatus.ls.state.ms.us/members/senate/jackson.xml
 other_names:
+- name: Jackson, R.
+- name: R. Jackson
+- name: R.D. Jackson
 - name: Robert L. Jackson
 - name: Jackson R. (11th)
 - name: Jackson (11th)
diff --git a/data/ms/legislature/Robert-L-Johnson-III-0de22359-9403-4bec-917a-985b26fd45ff.yml b/data/ms/legislature/Robert-L-Johnson-III-0de22359-9403-4bec-917a-985b26fd45ff.yml
index b8c103b8fb..545737b29d 100644
--- a/data/ms/legislature/Robert-L-Johnson-III-0de22359-9403-4bec-917a-985b26fd45ff.yml
+++ b/data/ms/legislature/Robert-L-Johnson-III-0de22359-9403-4bec-917a-985b26fd45ff.yml
@@ -1,6 +1,6 @@
 id: ocd-person/0de22359-9403-4bec-917a-985b26fd45ff
 name: Robert Johnson
-given_name: Robert Lee
+given_name: Robert
 family_name: Johnson
 birth_date: '1958-11-29'
 gender: Male
@@ -27,6 +27,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/johnson.xml
   note: homepage
 other_names:
+- name: Johnson, R.
+- name: R. Johnson
+- name: R.L. Johnson
 - name: Robert Lee Johnson
 - name: Robert L. Johnson III
 other_identifiers:
diff --git a/data/ms/legislature/Robert-L-Sanders-e7684f57-ee0c-48ea-8157-8f04c2b8e685.yml b/data/ms/legislature/Robert-L-Sanders-e7684f57-ee0c-48ea-8157-8f04c2b8e685.yml
index 5c4192daea..d9daf7cfc2 100644
--- a/data/ms/legislature/Robert-L-Sanders-e7684f57-ee0c-48ea-8157-8f04c2b8e685.yml
+++ b/data/ms/legislature/Robert-L-Sanders-e7684f57-ee0c-48ea-8157-8f04c2b8e685.yml
@@ -1,6 +1,6 @@
 id: ocd-person/e7684f57-ee0c-48ea-8157-8f04c2b8e685
 name: Robert Sanders
-given_name: Robert L.
+given_name: Robert
 family_name: Sanders
 birth_date: '1961-12-20'
 gender: Male
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/sanders.xml
   note: homepage
 other_names:
+- name: R. Sanders
+- name: R.L. Sanders
+- name: Sanders, R.
 - name: Robert L. Sanders
 sources:
 - url: https://ballotpedia.org/Robert_Sanders_(Mississippi)
diff --git a/data/ms/legislature/Robin-Robinson-33bd801c-d704-46a8-b60f-5929bc412479.yml b/data/ms/legislature/Robin-Robinson-33bd801c-d704-46a8-b60f-5929bc412479.yml
index 5eb71c882d..3a24c851e1 100644
--- a/data/ms/legislature/Robin-Robinson-33bd801c-d704-46a8-b60f-5929bc412479.yml
+++ b/data/ms/legislature/Robin-Robinson-33bd801c-d704-46a8-b60f-5929bc412479.yml
@@ -1,6 +1,6 @@
 id: ocd-person/33bd801c-d704-46a8-b60f-5929bc412479
 name: Robin Robinson
-given_name: Robin J.
+given_name: Robin
 family_name: Robinson
 gender: Female
 email: rrobinson@senate.ms.gov
@@ -28,6 +28,10 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/robinson.xml
   note: homepage
 - url: https://billstatus.ls.state.ms.us/members/senate/robinson.xml
+other_names:
+- name: R. Robinson
+- name: R.J. Robinson
+- name: Robinson, R.
 sources:
 - url: https://ballotpedia.org/Robin_Robinson_(Mississippi)
 - url: https://billstatus.ls.state.ms.us/members/house/robinson.xml
diff --git a/data/ms/legislature/Rod-Hickman-eb5bde8b-1497-4a27-9806-128cf68cb00d.yml b/data/ms/legislature/Rod-Hickman-eb5bde8b-1497-4a27-9806-128cf68cb00d.yml
index 2514695a20..4568ec0e50 100644
--- a/data/ms/legislature/Rod-Hickman-eb5bde8b-1497-4a27-9806-128cf68cb00d.yml
+++ b/data/ms/legislature/Rod-Hickman-eb5bde8b-1497-4a27-9806-128cf68cb00d.yml
@@ -1,6 +1,6 @@
 id: ocd-person/eb5bde8b-1497-4a27-9806-128cf68cb00d
 name: Rod Hickman
-given_name: Rodgrick Glenard
+given_name: Rod
 family_name: Hickman
 gender: Male
 email: rhickman@senate.ms.gov
@@ -24,6 +24,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/hickman.xml
   note: homepage
 other_names:
+- name: Hickman, R.
+- name: R. Hickman
+- name: R.G. Hickman
 - name: Rodgrick Glenard Hickman
 sources:
 - url: https://ballotpedia.org/Rod_Hickman
diff --git a/data/ms/legislature/Rodney-Hall-6d293363-c72f-479b-81fc-225071ac4913.yml b/data/ms/legislature/Rodney-Hall-6d293363-c72f-479b-81fc-225071ac4913.yml
index 5a35b0d3ca..ae12ec65d5 100644
--- a/data/ms/legislature/Rodney-Hall-6d293363-c72f-479b-81fc-225071ac4913.yml
+++ b/data/ms/legislature/Rodney-Hall-6d293363-c72f-479b-81fc-225071ac4913.yml
@@ -1,6 +1,6 @@
 id: ocd-person/6d293363-c72f-479b-81fc-225071ac4913
 name: Rodney Hall
-given_name: Rodney Lawell
+given_name: Rodney
 family_name: Hall
 birth_date: '1987-12-07'
 gender: Male
@@ -21,6 +21,10 @@ offices:
   address: P.O. Box 1301, Southaven, MS 38671
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/hall.xml
+other_names:
+- name: Hall, R.
+- name: R. Hall
+- name: R.L. Hall
 sources:
 - url: https://ballotpedia.org/Rodney_Hall_(Mississippi)
 - url: https://billstatus.ls.state.ms.us/members/house/hall.xml
diff --git a/data/ms/legislature/Ronnie-Crudup-Jr-fee2ce67-1403-487e-b891-587e625ce15c.yml b/data/ms/legislature/Ronnie-Crudup-Jr-fee2ce67-1403-487e-b891-587e625ce15c.yml
index 41cc00683d..06b183ec21 100644
--- a/data/ms/legislature/Ronnie-Crudup-Jr-fee2ce67-1403-487e-b891-587e625ce15c.yml
+++ b/data/ms/legislature/Ronnie-Crudup-Jr-fee2ce67-1403-487e-b891-587e625ce15c.yml
@@ -1,6 +1,6 @@
 id: ocd-person/fee2ce67-1403-487e-b891-587e625ce15c
 name: Ronnie Crudup
-given_name: Ronnie C.
+given_name: Ronnie
 family_name: Crudup
 birth_date: '1977-06-12'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/crudup.xml
   note: homepage
 other_names:
+- name: Crudup, R.
+- name: R. Crudup
+- name: R.C. Crudup
 - name: Ronnie C. Crudup
 - name: Ronnie Crudup Jr.
 sources:
diff --git a/data/ms/legislature/Sam-C-Mims-V-0bf76f2b-9380-45c1-8809-315a682322a3.yml b/data/ms/legislature/Sam-C-Mims-V-0bf76f2b-9380-45c1-8809-315a682322a3.yml
index ec02f9e2d7..fc53696d57 100644
--- a/data/ms/legislature/Sam-C-Mims-V-0bf76f2b-9380-45c1-8809-315a682322a3.yml
+++ b/data/ms/legislature/Sam-C-Mims-V-0bf76f2b-9380-45c1-8809-315a682322a3.yml
@@ -1,6 +1,6 @@
 id: ocd-person/0bf76f2b-9380-45c1-8809-315a682322a3
 name: Sam Mims
-given_name: Samuel Cochran
+given_name: Sam
 family_name: Mims
 birth_date: '1972-04-02'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/mims.xml
   note: homepage
 other_names:
+- name: Mims, S.
+- name: S. Mims
+- name: S.C. Mims
 - name: Samuel Cochran Mims
 - name: Sam C. Mims, V
 other_identifiers:
diff --git a/data/ms/legislature/Sam-Creekmore-IV-d79acfe3-5991-41ae-b245-f7b7f877febb.yml b/data/ms/legislature/Sam-Creekmore-IV-d79acfe3-5991-41ae-b245-f7b7f877febb.yml
index b867bac7d6..354dd57e5a 100644
--- a/data/ms/legislature/Sam-Creekmore-IV-d79acfe3-5991-41ae-b245-f7b7f877febb.yml
+++ b/data/ms/legislature/Sam-Creekmore-IV-d79acfe3-5991-41ae-b245-f7b7f877febb.yml
@@ -1,6 +1,6 @@
 id: ocd-person/d79acfe3-5991-41ae-b245-f7b7f877febb
 name: Sam Creekmore
-given_name: Samuel J.
+given_name: Sam
 family_name: Creekmore
 birth_date: '1966-09-24'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/creekmore_iv.xml
   note: homepage
 other_names:
+- name: Creekmore, S.
+- name: S. Creekmore
+- name: S.J. Creekmore
 - name: Samuel J. Creekmore
 - name: Sam Creekmore IV
 - name: Creekmore IV
diff --git a/data/ms/legislature/Sarita-Simmons-f1012c43-9559-4f7a-8b70-8dd9cf88bab1.yml b/data/ms/legislature/Sarita-Simmons-f1012c43-9559-4f7a-8b70-8dd9cf88bab1.yml
index 6c1a835b4c..263f97de02 100644
--- a/data/ms/legislature/Sarita-Simmons-f1012c43-9559-4f7a-8b70-8dd9cf88bab1.yml
+++ b/data/ms/legislature/Sarita-Simmons-f1012c43-9559-4f7a-8b70-8dd9cf88bab1.yml
@@ -23,6 +23,8 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/simmons_(13th).xml
   note: homepage
 other_names:
+- name: S. Simmons
+- name: Simmons, S.
 - name: Simmons (13th)
 - name: Simmons S. (13th)
 sources:
diff --git a/data/ms/legislature/Scott-DeLano-8467b994-f651-446b-b77f-0632ff790ff8.yml b/data/ms/legislature/Scott-DeLano-8467b994-f651-446b-b77f-0632ff790ff8.yml
index 95cd6183d3..c80731f632 100644
--- a/data/ms/legislature/Scott-DeLano-8467b994-f651-446b-b77f-0632ff790ff8.yml
+++ b/data/ms/legislature/Scott-DeLano-8467b994-f651-446b-b77f-0632ff790ff8.yml
@@ -30,6 +30,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/delano.xml
 - url: https://billstatus.ls.state.ms.us/members/senate/delano.xml
   note: homepage
+other_names:
+- name: DeLano, S.
+- name: S. DeLano
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000088
diff --git a/data/ms/legislature/Shanda-Yates-de5a9a25-1b08-45ba-9aff-e635905498ba.yml b/data/ms/legislature/Shanda-Yates-de5a9a25-1b08-45ba-9aff-e635905498ba.yml
index bc51aa6a67..fb5e9994a9 100644
--- a/data/ms/legislature/Shanda-Yates-de5a9a25-1b08-45ba-9aff-e635905498ba.yml
+++ b/data/ms/legislature/Shanda-Yates-de5a9a25-1b08-45ba-9aff-e635905498ba.yml
@@ -1,6 +1,6 @@
 id: ocd-person/de5a9a25-1b08-45ba-9aff-e635905498ba
 name: Shanda Yates
-given_name: Shanda M.
+given_name: Shanda
 family_name: Yates
 gender: Female
 email: syates@house.ms.gov
@@ -24,6 +24,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/yates.xml
   note: homepage
 other_names:
+- name: S. Yates
+- name: S.M. Yates
+- name: Yates, S.
 - name: Shanda M. Yates
 sources:
 - url: https://ballotpedia.org/Shanda_Yates
diff --git a/data/ms/legislature/Shane-Aguirre-4a73b9e6-c66b-4022-b380-6caea6b48265.yml b/data/ms/legislature/Shane-Aguirre-4a73b9e6-c66b-4022-b380-6caea6b48265.yml
index 042863fff7..d7233ae3bd 100644
--- a/data/ms/legislature/Shane-Aguirre-4a73b9e6-c66b-4022-b380-6caea6b48265.yml
+++ b/data/ms/legislature/Shane-Aguirre-4a73b9e6-c66b-4022-b380-6caea6b48265.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/aguirre.xml
   note: homepage
+other_names:
+- name: Aguirre, S.
+- name: S. Aguirre
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000266
diff --git a/data/ms/legislature/Shane-Barnett-9b8df60b-26ba-4cdc-b862-87b15f81fdc1.yml b/data/ms/legislature/Shane-Barnett-9b8df60b-26ba-4cdc-b862-87b15f81fdc1.yml
index 29a509340c..18f956ddaf 100644
--- a/data/ms/legislature/Shane-Barnett-9b8df60b-26ba-4cdc-b862-87b15f81fdc1.yml
+++ b/data/ms/legislature/Shane-Barnett-9b8df60b-26ba-4cdc-b862-87b15f81fdc1.yml
@@ -23,6 +23,8 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/barnett.xml
   note: homepage
 other_names:
+- name: Barnett, S.
+- name: S. Barnett
 - name: Barnett
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Sollie-B-Norwood-4b5fb3d4-b284-4886-bb0b-4c00febb1724.yml b/data/ms/legislature/Sollie-B-Norwood-4b5fb3d4-b284-4886-bb0b-4c00febb1724.yml
index 6f3f318b49..743f2d2be1 100644
--- a/data/ms/legislature/Sollie-B-Norwood-4b5fb3d4-b284-4886-bb0b-4c00febb1724.yml
+++ b/data/ms/legislature/Sollie-B-Norwood-4b5fb3d4-b284-4886-bb0b-4c00febb1724.yml
@@ -1,6 +1,6 @@
 id: ocd-person/4b5fb3d4-b284-4886-bb0b-4c00febb1724
 name: Sollie Norwood
-given_name: Sollie B.
+given_name: Sollie
 family_name: Norwood
 birth_date: '1952-08-05'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/norwood.xml
   note: homepage
 other_names:
+- name: Norwood, S.
+- name: S. Norwood
+- name: S.B. Norwood
 - name: Sollie B. Norwood
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Solomon-Osborne-23d69b3d-2f17-4fa9-a23c-c9ad8db4f7a9.yml b/data/ms/legislature/Solomon-Osborne-23d69b3d-2f17-4fa9-a23c-c9ad8db4f7a9.yml
index 7df28e80c6..fd3bba1e82 100644
--- a/data/ms/legislature/Solomon-Osborne-23d69b3d-2f17-4fa9-a23c-c9ad8db4f7a9.yml
+++ b/data/ms/legislature/Solomon-Osborne-23d69b3d-2f17-4fa9-a23c-c9ad8db4f7a9.yml
@@ -1,6 +1,6 @@
 id: ocd-person/23d69b3d-2f17-4fa9-a23c-c9ad8db4f7a9
 name: Solomon Osborne
-given_name: Solomon Curtis
+given_name: Solomon
 family_name: Osborne
 birth_date: '1948-05-26'
 gender: Male
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/osborne.xml
   note: homepage
 other_names:
+- name: Osborne, S.
+- name: S. Osborne
+- name: S.C. Osborne
 - name: Solomon Curtis Osborne
 - name: Solomon C. Osborne
 - name: Solomon Osborne
diff --git a/data/ms/legislature/Stacey-Wilkes-fa44d12a-cb19-426b-94d3-6fb68b4095c8.yml b/data/ms/legislature/Stacey-Wilkes-fa44d12a-cb19-426b-94d3-6fb68b4095c8.yml
index 72f47201d4..cb05508754 100644
--- a/data/ms/legislature/Stacey-Wilkes-fa44d12a-cb19-426b-94d3-6fb68b4095c8.yml
+++ b/data/ms/legislature/Stacey-Wilkes-fa44d12a-cb19-426b-94d3-6fb68b4095c8.yml
@@ -1,6 +1,6 @@
 id: ocd-person/fa44d12a-cb19-426b-94d3-6fb68b4095c8
 name: Stacey Wilkes
-given_name: Stacey Hobgood
+given_name: Stacey
 family_name: Wilkes
 birth_date: '1968-08-09'
 gender: Female
@@ -27,6 +27,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/hobgood-wilkes.xml
   note: homepage
 other_names:
+- name: S. Wilkes
+- name: S.H. Wilkes
+- name: Wilkes, S.
 - name: Stacey Hobgood Wilkes
 - name: Stacey Hobgood-Wilkes
 - name: Stacey Wilkes
diff --git a/data/ms/legislature/Stephanie-Foster-1253bd3e-36dd-4f23-a671-ab24dc4aed12.yml b/data/ms/legislature/Stephanie-Foster-1253bd3e-36dd-4f23-a671-ab24dc4aed12.yml
index 1bceffaa22..8a2fe90f80 100644
--- a/data/ms/legislature/Stephanie-Foster-1253bd3e-36dd-4f23-a671-ab24dc4aed12.yml
+++ b/data/ms/legislature/Stephanie-Foster-1253bd3e-36dd-4f23-a671-ab24dc4aed12.yml
@@ -1,6 +1,6 @@
 id: ocd-person/1253bd3e-36dd-4f23-a671-ab24dc4aed12
 name: Stephanie Foster
-given_name: Stephanie McKenzie
+given_name: Stephanie
 family_name: Foster
 gender: Female
 email: sfoster@house.ms.gov
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/foster.xml
   note: homepage
 other_names:
+- name: Foster, S.
+- name: S. Foster
+- name: S.M. Foster
 - name: Stephanie McKenzie Foster
 sources:
 - url: https://ballotpedia.org/Stephanie_Foster
diff --git a/data/ms/legislature/Stephen-A-Horne-f1e7e5ba-29b7-42e2-bb70-5ab4c7923c77.yml b/data/ms/legislature/Stephen-A-Horne-f1e7e5ba-29b7-42e2-bb70-5ab4c7923c77.yml
index 2a8f0c06fc..59c25fdf99 100644
--- a/data/ms/legislature/Stephen-A-Horne-f1e7e5ba-29b7-42e2-bb70-5ab4c7923c77.yml
+++ b/data/ms/legislature/Stephen-A-Horne-f1e7e5ba-29b7-42e2-bb70-5ab4c7923c77.yml
@@ -1,6 +1,6 @@
 id: ocd-person/f1e7e5ba-29b7-42e2-bb70-5ab4c7923c77
 name: Steve Horne
-given_name: Stephen A.
+given_name: Steve
 family_name: Horne
 birth_date: '1958-06-10'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/horne.xml
   note: homepage
 other_names:
+- name: Horne, S.
+- name: S. Horne
+- name: S.A. Horne
 - name: Stephen A. Horne
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Steve-Lott-df77d55d-10c7-4ecb-9ed9-b8f989da339e.yml b/data/ms/legislature/Steve-Lott-df77d55d-10c7-4ecb-9ed9-b8f989da339e.yml
index 98160d13c3..49ff042aca 100644
--- a/data/ms/legislature/Steve-Lott-df77d55d-10c7-4ecb-9ed9-b8f989da339e.yml
+++ b/data/ms/legislature/Steve-Lott-df77d55d-10c7-4ecb-9ed9-b8f989da339e.yml
@@ -24,6 +24,9 @@ offices:
   voice: 601-766-3053
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/lott.xml
+other_names:
+- name: Lott, S.
+- name: S. Lott
 sources:
 - url: https://ballotpedia.org/Steve_Lott
 - url: https://billstatus.ls.state.ms.us/members/house/lott.xml
diff --git a/data/ms/legislature/Steve-Massengill-abfa015f-301e-4e17-9917-535bb9079768.yml b/data/ms/legislature/Steve-Massengill-abfa015f-301e-4e17-9917-535bb9079768.yml
index c7f1c394a0..f010264c18 100644
--- a/data/ms/legislature/Steve-Massengill-abfa015f-301e-4e17-9917-535bb9079768.yml
+++ b/data/ms/legislature/Steve-Massengill-abfa015f-301e-4e17-9917-535bb9079768.yml
@@ -1,6 +1,6 @@
 id: ocd-person/abfa015f-301e-4e17-9917-535bb9079768
 name: Steve Massengill
-given_name: Steve E.
+given_name: Steve
 family_name: Massengill
 birth_date: '1966-11-21'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/massengill.xml
   note: homepage
 other_names:
+- name: Massengill, S.
+- name: S. Massengill
+- name: S.E. Massengill
 - name: Steve E. Massengill
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Tamarra-Butler-Washington-c135a4b0-9620-4eef-b561-2b08beda7289.yml b/data/ms/legislature/Tamarra-Butler-Washington-c135a4b0-9620-4eef-b561-2b08beda7289.yml
index 9d4b3db59a..918aa6a48a 100644
--- a/data/ms/legislature/Tamarra-Butler-Washington-c135a4b0-9620-4eef-b561-2b08beda7289.yml
+++ b/data/ms/legislature/Tamarra-Butler-Washington-c135a4b0-9620-4eef-b561-2b08beda7289.yml
@@ -1,6 +1,6 @@
 id: ocd-person/c135a4b0-9620-4eef-b561-2b08beda7289
 name: Grace Butler-Washington
-given_name: Tamarra Grace
+given_name: Grace
 family_name: Butler-Washington
 birth_date: '1974-10-29'
 gender: Female
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/butler-washinton.xml
 - url: https://billstatus.ls.state.ms.us/members/house/butler-washington.xml
 other_names:
+- name: Butler-Washington, G.
+- name: G. Butler-Washington
+- name: T.G. Butler-Washington
 - name: Tamarra Butler-Washington
 - name: Butler-Washinton
 - name: Butler- Washington
diff --git a/data/ms/legislature/Timaka-James-Jones-3312edf4-798e-4333-b2c8-4d73f246de01.yml b/data/ms/legislature/Timaka-James-Jones-3312edf4-798e-4333-b2c8-4d73f246de01.yml
index bdcc6a52b5..fc06173aea 100644
--- a/data/ms/legislature/Timaka-James-Jones-3312edf4-798e-4333-b2c8-4d73f246de01.yml
+++ b/data/ms/legislature/Timaka-James-Jones-3312edf4-798e-4333-b2c8-4d73f246de01.yml
@@ -25,6 +25,8 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/james-jones.xml
 other_names:
+- name: James-Jones, T.
+- name: T. James-Jones
 - name: James- Jones
 sources:
 - url: https://ballotpedia.org/Timaka_James-Jones
diff --git a/data/ms/legislature/Timmy-Ladner-53869ff4-415d-466a-ad71-c13485b83318.yml b/data/ms/legislature/Timmy-Ladner-53869ff4-415d-466a-ad71-c13485b83318.yml
index a7f3ad7466..a4000c8f39 100644
--- a/data/ms/legislature/Timmy-Ladner-53869ff4-415d-466a-ad71-c13485b83318.yml
+++ b/data/ms/legislature/Timmy-Ladner-53869ff4-415d-466a-ad71-c13485b83318.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/ladner.xml
   note: homepage
+other_names:
+- name: Ladner, T.
+- name: T. Ladner
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000219
diff --git a/data/ms/legislature/Tracey-T-Rosebud-b37913d2-9f6e-4f1c-b6c8-7a19863be463.yml b/data/ms/legislature/Tracey-T-Rosebud-b37913d2-9f6e-4f1c-b6c8-7a19863be463.yml
index 8e221aa217..b58f50c053 100644
--- a/data/ms/legislature/Tracey-T-Rosebud-b37913d2-9f6e-4f1c-b6c8-7a19863be463.yml
+++ b/data/ms/legislature/Tracey-T-Rosebud-b37913d2-9f6e-4f1c-b6c8-7a19863be463.yml
@@ -1,6 +1,6 @@
 id: ocd-person/b37913d2-9f6e-4f1c-b6c8-7a19863be463
 name: Tracey Rosebud
-given_name: Tracey Torrance
+given_name: Tracey
 family_name: Rosebud
 birth_date: '1976-02-27'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/rosebud.xml
   note: homepage
 other_names:
+- name: Rosebud, T.
+- name: T. Rosebud
+- name: T.T. Rosebud
 - name: Tracey Torrance Rosebud
 - name: Tracey T. Rosebud
 other_identifiers:
diff --git a/data/ms/legislature/Troy-Smith-5ff548a6-827f-4ab7-a4a5-5b510712f6a2.yml b/data/ms/legislature/Troy-Smith-5ff548a6-827f-4ab7-a4a5-5b510712f6a2.yml
index 1b7a59dfcd..be81aa3256 100644
--- a/data/ms/legislature/Troy-Smith-5ff548a6-827f-4ab7-a4a5-5b510712f6a2.yml
+++ b/data/ms/legislature/Troy-Smith-5ff548a6-827f-4ab7-a4a5-5b510712f6a2.yml
@@ -1,6 +1,6 @@
 id: ocd-person/5ff548a6-827f-4ab7-a4a5-5b510712f6a2
 name: Troy Smith
-given_name: Troy Moss
+given_name: Troy
 family_name: Smith
 birth_date: '1965-06-29'
 gender: Male
@@ -26,6 +26,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/smith.xml
   note: homepage
 other_names:
+- name: Smith, T.
+- name: T. Smith
+- name: T.M. Smith
 - name: Troy Moss Smith
 sources:
 - url: https://ballotpedia.org/Troy_Smith
diff --git a/data/ms/legislature/Tyler-McCaughn-bd335f00-4e41-4972-b8f4-f2249b410614.yml b/data/ms/legislature/Tyler-McCaughn-bd335f00-4e41-4972-b8f4-f2249b410614.yml
index ca9dbfcd5c..a8e5b59b27 100644
--- a/data/ms/legislature/Tyler-McCaughn-bd335f00-4e41-4972-b8f4-f2249b410614.yml
+++ b/data/ms/legislature/Tyler-McCaughn-bd335f00-4e41-4972-b8f4-f2249b410614.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/senate/mccaughn.xml
   note: homepage
+other_names:
+- name: McCaughn, T.
+- name: T. McCaughn
 sources:
 - url: https://ballotpedia.org/Tyler_McCaughn
 - url: https://billstatus.ls.state.ms.us/members/senate/mccaughn.xml
diff --git a/data/ms/legislature/Vince-Mangold-c0d8a1af-3036-4aee-89e7-f98cc40203cd.yml b/data/ms/legislature/Vince-Mangold-c0d8a1af-3036-4aee-89e7-f98cc40203cd.yml
index 0f06a5d27e..7b15fc5e31 100644
--- a/data/ms/legislature/Vince-Mangold-c0d8a1af-3036-4aee-89e7-f98cc40203cd.yml
+++ b/data/ms/legislature/Vince-Mangold-c0d8a1af-3036-4aee-89e7-f98cc40203cd.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/mangold.xml
   note: homepage
+other_names:
+- name: Mangold, V.
+- name: V. Mangold
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000262
diff --git a/data/ms/legislature/W-Briggs-Hopson-III-f275881b-1096-4a6a-a607-b417eae41f2e.yml b/data/ms/legislature/W-Briggs-Hopson-III-f275881b-1096-4a6a-a607-b417eae41f2e.yml
index e0effbbb60..7b1cc8d9f7 100644
--- a/data/ms/legislature/W-Briggs-Hopson-III-f275881b-1096-4a6a-a607-b417eae41f2e.yml
+++ b/data/ms/legislature/W-Briggs-Hopson-III-f275881b-1096-4a6a-a607-b417eae41f2e.yml
@@ -1,6 +1,6 @@
 id: ocd-person/f275881b-1096-4a6a-a607-b417eae41f2e
 name: Briggs Hopson
-given_name: W. Briggs
+given_name: Briggs
 family_name: Hopson
 birth_date: '1965-10-10'
 gender: Male
@@ -25,6 +25,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/senate/hopson.xml
   note: homepage
 other_names:
+- name: B. Hopson
+- name: Hopson, B.
+- name: W.B. Hopson
 - name: W. Briggs Hopson
 - name: W. Briggs Hopson III
 other_identifiers:
diff --git a/data/ms/legislature/William-Tracy-Arnold-2601640f-867f-480f-83a1-c59c332c0b82.yml b/data/ms/legislature/William-Tracy-Arnold-2601640f-867f-480f-83a1-c59c332c0b82.yml
index 679ddfe65f..71da702e39 100644
--- a/data/ms/legislature/William-Tracy-Arnold-2601640f-867f-480f-83a1-c59c332c0b82.yml
+++ b/data/ms/legislature/William-Tracy-Arnold-2601640f-867f-480f-83a1-c59c332c0b82.yml
@@ -1,6 +1,6 @@
 id: ocd-person/2601640f-867f-480f-83a1-c59c332c0b82
 name: Tracy Arnold
-given_name: William Tracy
+given_name: Tracy
 family_name: Arnold
 birth_date: '1969-02-14'
 gender: Male
@@ -23,6 +23,9 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/arnold.xml
   note: homepage
 other_names:
+- name: Arnold, T.
+- name: T. Arnold
+- name: W.T. Arnold
 - name: William Tracy Arnold
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Willie-Bailey-bec0f8f6-7f4c-442b-be25-14e2a2c1f5cb.yml b/data/ms/legislature/Willie-Bailey-bec0f8f6-7f4c-442b-be25-14e2a2c1f5cb.yml
index 5fa30c1a1c..4668b883aa 100644
--- a/data/ms/legislature/Willie-Bailey-bec0f8f6-7f4c-442b-be25-14e2a2c1f5cb.yml
+++ b/data/ms/legislature/Willie-Bailey-bec0f8f6-7f4c-442b-be25-14e2a2c1f5cb.yml
@@ -25,6 +25,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/bailey.xml
   note: homepage
+other_names:
+- name: Bailey, W.
+- name: W. Bailey
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000067
diff --git a/data/ms/legislature/Zack-Grady-b62cfb62-68b6-4804-a1ff-f0259e7513b4.yml b/data/ms/legislature/Zack-Grady-b62cfb62-68b6-4804-a1ff-f0259e7513b4.yml
index 36e2286cce..6436ebb9de 100644
--- a/data/ms/legislature/Zack-Grady-b62cfb62-68b6-4804-a1ff-f0259e7513b4.yml
+++ b/data/ms/legislature/Zack-Grady-b62cfb62-68b6-4804-a1ff-f0259e7513b4.yml
@@ -1,6 +1,6 @@
 id: ocd-person/b62cfb62-68b6-4804-a1ff-f0259e7513b4
 name: Zack Grady
-given_name: Zachary
+given_name: Zack
 family_name: Grady
 birth_date: '1985-12-12'
 gender: Male
@@ -23,6 +23,9 @@ offices:
   voice: 228-313-6254
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/grady.xml
+other_names:
+- name: Grady, Z.
+- name: Z. Grady
 sources:
 - url: https://ballotpedia.org/Zachary_Grady
 - url: https://billstatus.ls.state.ms.us/members/house/grady.xml
diff --git a/data/ms/legislature/Zakiya-Summers-56158045-4973-4fd2-9589-01ad212f2975.yml b/data/ms/legislature/Zakiya-Summers-56158045-4973-4fd2-9589-01ad212f2975.yml
index fbaf51a2cd..29b60d990a 100644
--- a/data/ms/legislature/Zakiya-Summers-56158045-4973-4fd2-9589-01ad212f2975.yml
+++ b/data/ms/legislature/Zakiya-Summers-56158045-4973-4fd2-9589-01ad212f2975.yml
@@ -24,6 +24,9 @@ offices:
 links:
 - url: https://billstatus.ls.state.ms.us/members/house/summers.xml
   note: homepage
+other_names:
+- name: Summers, Z.
+- name: Z. Summers
 sources:
 - url: https://ballotpedia.org/Zakiya_Summers
 - url: https://billstatus.ls.state.ms.us/members/house/summers.xml

From 69fea306f92302eb078139781fd2fd2a7dd33fa8 Mon Sep 17 00:00:00 2001
From: root <root@legistorm-to-openstates-o9i4tysg>
Date: Mon, 16 Sep 2024 03:44:32 +0000
Subject: [PATCH 02/10] People update nm 2024-09-16-03-44

---
 ...ning-Commission-c5890a48-0349-4f4c-aca8-b3dc9ad30897.yml | 6 +++---
 ...ons-and-Justice-9807242f-d304-4548-b418-ec3efdee2e4d.yml | 5 +++--
 ...ment-and-Policy-a9181522-d5d3-47aa-a042-e80e526874ea.yml | 4 ++--
 ...ority-Oversight-091d864f-df84-418b-9e5f-0a0553578288.yml | 4 ++--
 ...-Indian-Affairs-ce50f639-d51f-43c6-ae6d-4d7d0b3c4ee9.yml | 4 ++--
 ...sions-Oversight-1304e6d2-099d-4eb0-a027-c18705db4092.yml | 4 ++--
 ...ture-Land-Grant-0ced311e-87ff-49cd-a3d0-76c03dfddf8a.yml | 4 ++--
 ...Council-Interim-252f26ab-223b-4570-985d-819b59376dba.yml | 4 ++--
 ...Education-Study-1524aa03-81ed-497c-9871-c287b7bd60db.yml | 4 ++--
 ...-Ethics-Interim-ff7bc2ba-d8d7-4c36-8bbd-da79472bc929.yml | 4 ++--
 ...slative-Finance-8f1d6f7e-b1a1-4ee5-b4fe-b47a11f428b1.yml | 4 ++--
 ...-Human-Services-e0bb9fcf-6f39-4ed8-8658-98d1b07ddac4.yml | 4 ++--
 ...eterans-Affairs-d71fbb0d-cc6b-43cc-80cd-5d0136e1c6ac.yml | 4 ++--
 ...y-Act-Oversight-0a608488-aedc-4d7b-8646-5a00e9e36b6e.yml | 4 ++--
 ...ight-Task-Force-e42027b3-5f56-463c-afa1-98fe75ff00ed.yml | 4 ++--
 ...rdous-Materials-60a483ba-b033-4d61-86f6-d7a840ae6592.yml | 5 +++--
 ...-and-Tax-Policy-2db1e7e1-a981-43a8-b43e-e8b728741bba.yml | 4 ++--
 ...gislature-Rules-74c007ab-48cb-4d5e-82dc-f03832bf01ef.yml | 4 +++-
 ...ecommunications-1ed7bb3c-8216-4c55-a039-98e831185a79.yml | 4 ++--
 ...venue-Oversight-707fd1c7-0daf-47e0-93c1-0206ac2579ef.yml | 4 ++--
 ...tural-Resources-9e52d443-328b-432c-8ed1-b3f5676bd26c.yml | 4 ++--
 ...Water-Resources-39f2897b-cfd9-4281-bef3-d2b3fe1f4128.yml | 6 +++---
 ...ations--Finance-5d01d41e-57d8-4f14-ad6e-dc8e88a71184.yml | 6 +++---
 ...mic-Development-49fc9c47-c00b-4f06-bf36-4482a8237322.yml | 6 +++---
 ...-Public-Affairs-db6a20b3-a5ec-4831-a955-0f8fb7e28495.yml | 4 ++--
 ...lower-Education-9f014125-7029-42cf-ace8-009205271cdb.yml | 4 +++-
 ...tural-Resources-24597e31-77c1-4c55-82e0-f1772d9dd057.yml | 4 ++--
 ...-Engrossing---A-02c8930c-5a90-4cea-8887-74184f42b904.yml | 4 ++--
 ...-Engrossing---B-24ff0069-5cda-4d0a-a75e-74ea5c9e8680.yml | 4 ++--
 ...-Indian-Affairs-e130ec11-b79d-4c0f-8d95-62fca089af37.yml | 4 ++--
 ...-Human-Services-11dd145c-7fd6-40e5-9e3c-0c5bbd2c1a69.yml | 4 ++--
 ...lower-Judiciary-8263fc4e-dfd2-4c02-98a8-855b88616577.yml | 4 +++-
 ...ilitary-Affairs-6210dd3b-f6b7-4f52-a952-1209ff9a93ad.yml | 4 ++--
 ...ng-and-Supplies-7454f28a-aa1a-46c9-a363-104825f49a9b.yml | 4 ++--
 ...der-Of-Business-7013ac27-41b2-49cb-9b0a-6e5fd68616cb.yml | 4 ++--
 ...ultural-Affairs-95adaeb3-0803-491c-bacf-0d3176b57140.yml | 4 ++--
 ...xation--Revenue-259c6284-7e48-4bad-a1e1-bef22da8105e.yml | 4 ++--
 ...al-Improvements-8a3c4566-7939-492b-bc26-1ac4ed565b1a.yml | 4 ++--
 ...pper-Committees-9bcd2a32-b011-47e3-b099-fd3567c54c82.yml | 4 ++--
 ...er-Conservation-95ee99fd-43f9-4015-8941-a56f9727e695.yml | 4 ++--
 ...upper-Education-0bc52c72-c4ee-4956-92f7-01dd9bae9a56.yml | 4 +++-
 .../upper-Finance-f0ccfdbf-bfb7-4344-abe4-37ab6c2d060c.yml  | 4 ++--
 ...-Public-Affairs-a53b646c-3f70-4a0f-98ce-f7074429d516.yml | 4 ++--
 ...ultural-Affairs-1fe1d4b9-ced8-4245-84f7-5cc569cb9e11.yml | 4 ++--
 ...upper-Judiciary-4b69d44d-7e19-4990-8d1f-1ac6ee773e69.yml | 4 +++-
 .../upper-Rules-1dc7e0e2-3545-495e-b03a-3ecd48a3e521.yml    | 4 ++--
 ...-Transportation-6667d369-fded-4eab-80b8-0618d95476f0.yml | 4 ++--
 ...Alan-T-Martinez-be61f240-c0ad-4a98-8ad5-d30f4c5f4a06.yml | 1 +
 ...rose-Castellano-d9b83f67-094b-44a1-bff0-231114d27d08.yml | 1 +
 .../Andrea-Reeb-c4caca3c-faa3-445f-91e0-cce9edd53a5a.yml    | 2 ++
 .../Andrea-Romero-ed0ba54a-4fc3-4c50-aa0d-f74b1f0e86f6.yml  | 2 +-
 .../Angelica-Rubio-ea2a9403-248c-4474-aea0-47b45265e0be.yml | 1 +
 ...Anthony-Allison-c95a430c-716c-4612-a6be-946521bbb322.yml | 3 ++-
 ...e-Sedillo-Lopez-3dcac810-1d9b-4a4d-9e82-8b6e49eba735.yml | 1 +
 ...Antonio-Maestas-2913173a-2bfe-4474-8bdc-d145f868c4de.yml | 3 ++-
 .../Art-De-La-Cruz-057c7d79-a168-4b7b-ae96-66cf41e4f115.yml | 1 +
 ...Benny-Shendo-Jr-145aba4a-89ba-4c17-b1ec-2f4b568f5048.yml | 1 +
 .../Bill-B-ONeill-f6772233-67ef-4094-9713-bdf4ddd96a5f.yml  | 1 +
 .../Bill-Hall-e0e4fcc9-1e0c-49f8-894d-223c863d61f8.yml      | 1 +
 .../Bill-Tallman-37cc0bab-0119-4bd6-9794-3d3324cc34de.yml   | 1 +
 ...renda-G-McKenna-a30f836f-c05d-47d6-9566-29830f7cb4cc.yml | 1 +
 .../Brian-G-Baca-05f3609c-c2a6-42fc-bf6a-5141f8050ff8.yml   | 1 +
 ...y-Spence-Ezzell-46464f19-1bda-489f-93cf-3772d0445407.yml | 1 +
 .../Carrie-Hamblen-83df260f-2110-4d39-8e19-6a2edc33491d.yml | 1 +
 ...athrynn-N-Brown-8b51e39c-5f4c-48dd-affd-b97c6062d87e.yml | 1 +
 ...harlotte-Little-052e06cd-7f58-4c3c-8640-be1d8842a19b.yml | 1 +
 ...istine-Chandler-6ecab682-9ccf-4777-940d-afa418b601b8.yml | 1 +
 .../Cliff-R-Pirtle-4be1cfe1-f23c-41c3-a0f1-0e366d32cc1e.yml | 1 +
 .../Craig-W-Brandt-365e015d-5011-4126-8b07-0b0f90a949c7.yml | 1 +
 ...Cristina-Parajn-8819e763-061e-4f30-9828-af635428b41a.yml | 1 +
 ...ystal-R-Diamond-1ed6a003-54c1-4da3-b297-0cec8ddf4882.yml | 1 +
 ...Cynthia-Borrego-2e2ecadf-7236-48c5-8145-e7fea6fcd393.yml | 1 +
 ...D-Wonda-Johnson-69fcccf7-9cfb-4c8f-978a-c85fbd55922d.yml | 3 ++-
 ...iel-A-Ivey-Soto-4fcfad95-7efe-4bea-93d0-026d28382c3d.yml | 1 +
 ...avid-M-Gallegos-9d5296b7-b8b1-40c8-a8ce-246f719b8ff0.yml | 1 +
 ...n-Hochman-Vigil-124f1c82-12f1-45ab-b21e-67cc4a529d18.yml | 1 +
 ...Debra-M-Sariana-8cb27ec7-dc78-49b1-bc3f-18ad2beb76b6.yml | 1 +
 ...Derrick-J-Lente-0421351b-6a8c-4731-bf93-5029d6b4feab.yml | 1 +
 ...reen-Y-Gallegos-6563f869-64f5-42fb-9707-263fee6f59dc.yml | 1 +
 .../Eleanor-Chavez-19ad7971-bfe4-49e2-bc0f-c5416df1f241.yml | 1 +
 ...liseo-Lee-Alcon-f4e26ecc-9ede-40ac-9b72-51cc2ac62f85.yml | 1 +
 ...h-Liz-Stefanics-1ed4e059-94c6-4404-b28e-0dc572112d03.yml | 3 ++-
 ...eth-Liz-Thomson-13ad8eb1-a64f-4a08-8c68-a1488466128f.yml | 3 ++-
 .../G-Andrs-Romero-5cf6976d-e616-4579-a194-ec3c37260ebd.yml | 1 +
 .../Gail-Armstrong-9564298b-dc55-4037-8205-5eca1c2063dc.yml | 1 +
 .../Gail-Chasey-addccb03-54fe-4f51-8720-43be8fc3b668.yml    | 1 +
 .../George-K-Munoz-b4c20aea-b56c-4a19-a89a-788c53d995d7.yml | 1 +
 ...ld-Ortiz-y-Pino-f2ef9d8b-fed9-43d3-a1e3-ac5a20d59265.yml | 3 ++-
 .../Greg-Nibert-79e71401-1fce-49bc-84cf-4e4449a9a696.yml    | 1 +
 .../Gregg-Schmedes-de331065-d830-4877-a31d-25c6c20784cd.yml | 1 +
 .../Gregory-A-Baca-33fb337d-0a2f-4a2c-9018-dcb6760917aa.yml | 1 +
 .../Harlan-Vincent-e7e8e973-411b-45fd-8fd7-7e4ea7d9f1be.yml | 1 +
 .../Harold-Pope-Jr-713e2881-4ecb-4d66-9bd3-6422c898df91.yml | 1 +
 .../Harry-Garcia-784596bc-1498-4999-a367-5a705d286085.yml   | 2 +-
 .../Jack-Chatfield-c41b373a-7376-4084-b0de-3648cfce9b05.yml | 1 +
 ...ames-G-Townsend-667a8a3c-dbe9-4aba-b768-e90be503df88.yml | 1 +
 ...anelle-Anyanonu-bc8985ad-c6e6-42cd-b2d5-30688e4616a1.yml | 1 +
 .../Jared-Hembree-26073faf-c6db-4e86-9ab8-0137d1a872c6.yml  | 1 +
 .../Jason-C-Harper-3b21d42c-0ba5-4c02-b4bc-e1490c4ce453.yml | 1 +
 .../Javier-Martnez-221a42af-f54f-4e66-b648-9b0028165595.yml | 2 +-
 .../Jeff-Steinborn-601202fc-f916-4be1-ae20-8c437293817e.yml | 1 +
 .../Jenifer-Jones-6968fa09-cbf8-42a5-a5a6-132b0b663103.yml  | 1 +
 .../Jimmy-Mason-d92a32b1-e3ef-43d7-8e63-c24e59c52b3d.yml    | 1 +
 ...oanne-J-Ferrary-05309266-c7a0-455b-94f2-ebf1d436daff.yml | 1 +
 .../John-Block-fd2e3bdc-3ca7-495c-b853-8a4db020e4d0.yml     | 1 +
 ...oseph-Cervantes-14f0186e-bf9b-46aa-aa00-1ccc8f58490b.yml | 1 +
 ...oseph-L-Sanchez-0ed175a3-3c71-4b42-bf53-9435d0f93f52.yml | 1 +
 ...oshua-A-Sanchez-82528266-9d6a-4fb3-854e-be9ab6a549b7.yml | 1 +
 ...oshua-Hernandez-71b8feb5-0bbd-45bd-9b25-c6dc7642962b.yml | 1 +
 .../Joy-Garratt-930a9ffb-d292-49d5-8c43-c42bdab290ff.yml    | 1 +
 .../Kathleen-Cates-73fc9839-619a-4ad5-bbbd-dfaf7f308e09.yml | 1 +
 .../Katy-M-Duhigg-cce76180-bf09-413a-9d9d-1cc8ae7cf2db.yml  | 1 +
 .../Kristina-Ortez-0dd8a8ff-99c5-4d1a-90fb-3b74398a4141.yml | 1 +
 .../Larry-R-Scott-febbd8f4-a85e-476c-b96f-52f4f759f8c7.yml  | 1 +
 .../Leo-Jaramillo-9b0d6912-d333-4ae7-b626-ce643099a43d.yml  | 1 +
 .../Linda-M-Lopez-ecc60fc8-8598-4650-8a55-6e91d24e991e.yml  | 1 +
 .../Linda-Serrato-570bb94a-0500-44de-8983-ca259e0d4a60.yml  | 1 +
 ...Luis-M-Terrazas-6f02eec7-0afe-4f15-ad56-653148da00c0.yml | 1 +
 ...Marian-Matthews-c2fb0283-189c-4b0c-9d99-7b70d2f62c40.yml | 1 +
 .../Mark-Duncan-aa8f331c-d541-4acd-b025-e218e01764e2.yml    | 1 +
 .../Mark-Moores-0024fecf-b002-4f60-b3ab-57ebb1944de0.yml    | 1 +
 .../Martin-Hickey-88fd357f-3fb1-4c2b-b49b-555231011c46.yml  | 1 +
 ...Martin-R-Zamora-dc968f82-503e-4246-9124-b880fd6ae3ae.yml | 1 +
 ...Matthew-McQueen-e3affc46-1790-48ba-ae36-5c00473d6c35.yml | 1 +
 ...eredith-A-Dixon-ac49b3cf-9fb8-4fa1-af55-4b35a6570c87.yml | 1 +
 ...ela-Lara-Cadena-5b9af862-0f9f-42b2-a694-f80055129d6c.yml | 1 +
 ...Michael-Padilla-ce888eff-62f5-41c0-9114-651c43f77aba.yml | 1 +
 ...Miguel-P-Garcia-3363aa83-2490-4631-b04b-9a52fdbad14b.yml | 1 +
 .../Mimi-Stewart-f1144347-0a16-43e4-97b9-01308a890631.yml   | 1 +
 ...Nancy-Rodriguez-24a1452c-8cf1-4d5e-a49e-fb9c716381f5.yml | 1 +
 ...atalie-Figueroa-48969449-b004-4ca3-a72b-8508e95e0051.yml | 1 +
 .../Nathan-P-Small-57440e55-06ad-4f1f-8aa5-3bdd31a805dd.yml | 1 +
 ...Pamelya-Herndon-800d2a2e-1622-4ab2-b290-3c537b38bdf8.yml | 1 +
 .../Pat-Woods-6a28626b-9919-4d77-9b62-44ad1d45215d.yml      | 3 ++-
 ...cia-A-Lundstrom-94eed261-74bb-4f8b-a0ab-62b2a7ff8e98.yml | 1 +
 ...oybal-Caballero-20dc90cf-7805-4609-8631-45db1973cd5c.yml | 1 +
 .../Pete-Campos-e2f7dd70-36fc-4b65-8dfd-19fcc1d63e38.yml    | 1 +
 .../Peter-Wirth-7595b557-0c70-44e3-a26b-af533d1ca94d.yml    | 1 +
 ...all-T-Pettigrew-a36bdc41-5666-4208-b8f0-8d9012d31f22.yml | 1 +
 .../Raymundo-Lara-e8d69d4c-dfd4-4e22-939a-cc356ba7ac05.yml  | 1 +
 ...ena-Szczepanski-0b7d9451-0462-4064-b28e-6d44123edd1e.yml | 1 +
 ...obby-J-Gonzales-5e9a828c-3dfb-4f88-8dfe-f8fccf11ef78.yml | 1 +
 .../Rod-Montoya-948ba2f7-fd71-42ed-a35a-e692b76d2ca2.yml    | 1 +
 .../Ron-Griggs-87448df9-e44d-421f-ac90-d7cb7f00df79.yml     | 1 +
 ...Shannon-D-Pinto-fa98430a-5031-4c64-bd6d-8a6f0cc4043e.yml | 1 +
 ...Correa-Hemphill-23ae490e-665a-4d01-b000-ad84ebd25b09.yml | 1 +
 .../Stefani-Lord-eef5df5d-b9da-4ac3-9a3e-7f6ba775e6d7.yml   | 1 +
 ...n-McCutcheon-II-180655a2-a251-4b16-8ae9-74f634e650e4.yml | 1 +
 ...teven-P-Neville-b5e67085-d4de-4de1-bf25-00c53ee3ec39.yml | 1 +
 ...Susan-K-Herrera-d5d0e9d9-bd6f-4f28-9a3f-13a56cadcc0f.yml | 1 +
 ...ya-Mirabal-Moya-f2394325-2797-4403-8f77-7f4dd3db0bb9.yml | 1 +
 .../Tara-Jaramillo-ce30fc0e-3447-4efe-a743-dec08834bd9b.yml | 1 +
 .../Tara-L-Lujan-a564eb5c-5c29-43ef-a40f-241efb70ef8d.yml   | 1 +
 ...iam-Bill-R-Rehm-3c48451c-736b-4e84-b0aa-dedebebebd57.yml | 1 +
 ...illiam-E-Sharer-7a7be318-78b1-49c6-bd98-f2b9b7476372.yml | 1 +
 .../William-F-Burt-0ee726a5-7015-46c1-a09d-401c19f7a7cf.yml | 1 +
 ...illiam-P-Soules-33aa9a6b-b106-4216-8ea5-82d85cd2250a.yml | 1 +
 ...Willie-D-Madrid-8e244278-1a1d-4525-a41e-52da81f9d3ff.yml | 1 +
 .../Yanira-Gurrola-bc947ac1-c584-4e5f-84a9-ea9f6ac959c6.yml | 3 ++-
 159 files changed, 226 insertions(+), 104 deletions(-)

diff --git a/data/nm/committees/legislature-Capitol-Buildings-Planning-Commission-c5890a48-0349-4f4c-aca8-b3dc9ad30897.yml b/data/nm/committees/legislature-Capitol-Buildings-Planning-Commission-c5890a48-0349-4f4c-aca8-b3dc9ad30897.yml
index 4ec451504f..7e04cc7e1a 100644
--- a/data/nm/committees/legislature-Capitol-Buildings-Planning-Commission-c5890a48-0349-4f4c-aca8-b3dc9ad30897.yml
+++ b/data/nm/committees/legislature-Capitol-Buildings-Planning-Commission-c5890a48-0349-4f4c-aca8-b3dc9ad30897.yml
@@ -16,8 +16,8 @@ members:
   role: member
   person_id: ocd-person/f1144347-0a16-43e4-97b9-01308a890631
 other_names:
-- name: Joint Capitol Buildings Planning Commission
-- name: Committee on Capitol Buildings Planning Commission
-- name: Joint Committee on Capitol Buildings Planning Commission
 - name: Capitol Buildings Planning Commission Committee
+- name: Committee on Capitol Buildings Planning Commission
+- name: Joint Capitol Buildings Planning Commission
 - name: Joint Capitol Buildings Planning Commission Committee
+- name: Joint Committee on Capitol Buildings Planning Commission
diff --git a/data/nm/committees/legislature-Courts-Corrections-and-Justice-9807242f-d304-4548-b418-ec3efdee2e4d.yml b/data/nm/committees/legislature-Courts-Corrections-and-Justice-9807242f-d304-4548-b418-ec3efdee2e4d.yml
index ea72260852..87d7868b63 100644
--- a/data/nm/committees/legislature-Courts-Corrections-and-Justice-9807242f-d304-4548-b418-ec3efdee2e4d.yml
+++ b/data/nm/committees/legislature-Courts-Corrections-and-Justice-9807242f-d304-4548-b418-ec3efdee2e4d.yml
@@ -17,6 +17,7 @@ members:
   person_id: ocd-person/d9b83f67-094b-44a1-bff0-231114d27d08
 - name: Bill Hall
   role: advisory
+  person_id: ocd-person/e0e4fcc9-1e0c-49f8-894d-223c863d61f8
 - name: Cliff Pirtle
   role: advisory
   person_id: ocd-person/4be1cfe1-f23c-41c3-a0f1-0e366d32cc1e
@@ -102,8 +103,8 @@ members:
   role: member
   person_id: ocd-person/2913173a-2bfe-4474-8bdc-d145f868c4de
 other_names:
-- name: Joint Courts, Corrections and Justice
 - name: Committee on Courts, Corrections and Justice
-- name: Joint Committee on Courts, Corrections and Justice
 - name: Courts, Corrections and Justice Committee
+- name: Joint Committee on Courts, Corrections and Justice
+- name: Joint Courts, Corrections and Justice
 - name: Joint Courts, Corrections and Justice Committee
diff --git a/data/nm/committees/legislature-Economic-and-Rural-Development-and-Policy-a9181522-d5d3-47aa-a042-e80e526874ea.yml b/data/nm/committees/legislature-Economic-and-Rural-Development-and-Policy-a9181522-d5d3-47aa-a042-e80e526874ea.yml
index a3b879f1c7..de4fa01ae9 100644
--- a/data/nm/committees/legislature-Economic-and-Rural-Development-and-Policy-a9181522-d5d3-47aa-a042-e80e526874ea.yml
+++ b/data/nm/committees/legislature-Economic-and-Rural-Development-and-Policy-a9181522-d5d3-47aa-a042-e80e526874ea.yml
@@ -139,8 +139,8 @@ members:
   role: member
   person_id: ocd-person/a564eb5c-5c29-43ef-a40f-241efb70ef8d
 other_names:
-- name: Joint Economic and Rural Development and Policy
 - name: Committee on Economic and Rural Development and Policy
-- name: Joint Committee on Economic and Rural Development and Policy
 - name: Economic and Rural Development and Policy Committee
+- name: Joint Committee on Economic and Rural Development and Policy
+- name: Joint Economic and Rural Development and Policy
 - name: Joint Economic and Rural Development and Policy Committee
diff --git a/data/nm/committees/legislature-Finance-Authority-Oversight-091d864f-df84-418b-9e5f-0a0553578288.yml b/data/nm/committees/legislature-Finance-Authority-Oversight-091d864f-df84-418b-9e5f-0a0553578288.yml
index 3abcc6c31d..5dfd116f7f 100644
--- a/data/nm/committees/legislature-Finance-Authority-Oversight-091d864f-df84-418b-9e5f-0a0553578288.yml
+++ b/data/nm/committees/legislature-Finance-Authority-Oversight-091d864f-df84-418b-9e5f-0a0553578288.yml
@@ -94,8 +94,8 @@ members:
   role: member
   person_id: ocd-person/69fcccf7-9cfb-4c8f-978a-c85fbd55922d
 other_names:
-- name: Joint Finance Authority Oversight
 - name: Committee on Finance Authority Oversight
-- name: Joint Committee on Finance Authority Oversight
 - name: Finance Authority Oversight Committee
+- name: Joint Committee on Finance Authority Oversight
+- name: Joint Finance Authority Oversight
 - name: Joint Finance Authority Oversight Committee
diff --git a/data/nm/committees/legislature-Indian-Affairs-ce50f639-d51f-43c6-ae6d-4d7d0b3c4ee9.yml b/data/nm/committees/legislature-Indian-Affairs-ce50f639-d51f-43c6-ae6d-4d7d0b3c4ee9.yml
index 7c494b16e4..40492dccb5 100644
--- a/data/nm/committees/legislature-Indian-Affairs-ce50f639-d51f-43c6-ae6d-4d7d0b3c4ee9.yml
+++ b/data/nm/committees/legislature-Indian-Affairs-ce50f639-d51f-43c6-ae6d-4d7d0b3c4ee9.yml
@@ -79,8 +79,8 @@ members:
   role: member
   person_id: ocd-person/c95a430c-716c-4612-a6be-946521bbb322
 other_names:
-- name: Joint Indian Affairs
 - name: Committee on Indian Affairs
-- name: Joint Committee on Indian Affairs
 - name: Indian Affairs Committee
+- name: Joint Committee on Indian Affairs
+- name: Joint Indian Affairs
 - name: Joint Indian Affairs Committee
diff --git a/data/nm/committees/legislature-Investments-and-Pensions-Oversight-1304e6d2-099d-4eb0-a027-c18705db4092.yml b/data/nm/committees/legislature-Investments-and-Pensions-Oversight-1304e6d2-099d-4eb0-a027-c18705db4092.yml
index d895e56752..13ac72e0f9 100644
--- a/data/nm/committees/legislature-Investments-and-Pensions-Oversight-1304e6d2-099d-4eb0-a027-c18705db4092.yml
+++ b/data/nm/committees/legislature-Investments-and-Pensions-Oversight-1304e6d2-099d-4eb0-a027-c18705db4092.yml
@@ -58,8 +58,8 @@ members:
   role: member
   person_id: ocd-person/48969449-b004-4ca3-a72b-8508e95e0051
 other_names:
-- name: Joint Investments and Pensions Oversight
 - name: Committee on Investments and Pensions Oversight
-- name: Joint Committee on Investments and Pensions Oversight
 - name: Investments and Pensions Oversight Committee
+- name: Joint Committee on Investments and Pensions Oversight
+- name: Joint Investments and Pensions Oversight
 - name: Joint Investments and Pensions Oversight Committee
diff --git a/data/nm/committees/legislature-Land-Grant-0ced311e-87ff-49cd-a3d0-76c03dfddf8a.yml b/data/nm/committees/legislature-Land-Grant-0ced311e-87ff-49cd-a3d0-76c03dfddf8a.yml
index 9dba0768bd..0c4532cc51 100644
--- a/data/nm/committees/legislature-Land-Grant-0ced311e-87ff-49cd-a3d0-76c03dfddf8a.yml
+++ b/data/nm/committees/legislature-Land-Grant-0ced311e-87ff-49cd-a3d0-76c03dfddf8a.yml
@@ -73,8 +73,8 @@ members:
   role: member
   person_id: ocd-person/f2394325-2797-4403-8f77-7f4dd3db0bb9
 other_names:
-- name: Joint Land Grant
 - name: Committee on Land Grant
 - name: Joint Committee on Land Grant
-- name: Land Grant Committee
+- name: Joint Land Grant
 - name: Joint Land Grant Committee
+- name: Land Grant Committee
diff --git a/data/nm/committees/legislature-Legislative-Council-Interim-252f26ab-223b-4570-985d-819b59376dba.yml b/data/nm/committees/legislature-Legislative-Council-Interim-252f26ab-223b-4570-985d-819b59376dba.yml
index 5cc08ebc82..d62133ea8b 100644
--- a/data/nm/committees/legislature-Legislative-Council-Interim-252f26ab-223b-4570-985d-819b59376dba.yml
+++ b/data/nm/committees/legislature-Legislative-Council-Interim-252f26ab-223b-4570-985d-819b59376dba.yml
@@ -103,8 +103,8 @@ members:
   role: member
   person_id: ocd-person/b5e67085-d4de-4de1-bf25-00c53ee3ec39
 other_names:
-- name: Joint Legislative Council Interim
 - name: Committee on Legislative Council Interim
 - name: Joint Committee on Legislative Council Interim
-- name: Legislative Council Interim Committee
+- name: Joint Legislative Council Interim
 - name: Joint Legislative Council Interim Committee
+- name: Legislative Council Interim Committee
diff --git a/data/nm/committees/legislature-Legislative-Education-Study-1524aa03-81ed-497c-9871-c287b7bd60db.yml b/data/nm/committees/legislature-Legislative-Education-Study-1524aa03-81ed-497c-9871-c287b7bd60db.yml
index ba1295c4e7..2a778b16e9 100644
--- a/data/nm/committees/legislature-Legislative-Education-Study-1524aa03-81ed-497c-9871-c287b7bd60db.yml
+++ b/data/nm/committees/legislature-Legislative-Education-Study-1524aa03-81ed-497c-9871-c287b7bd60db.yml
@@ -97,8 +97,8 @@ members:
   role: member
   person_id: ocd-person/f2394325-2797-4403-8f77-7f4dd3db0bb9
 other_names:
-- name: Joint Legislative Education Study
 - name: Committee on Legislative Education Study
 - name: Joint Committee on Legislative Education Study
-- name: Legislative Education Study Committee
+- name: Joint Legislative Education Study
 - name: Joint Legislative Education Study Committee
+- name: Legislative Education Study Committee
diff --git a/data/nm/committees/legislature-Legislative-Ethics-Interim-ff7bc2ba-d8d7-4c36-8bbd-da79472bc929.yml b/data/nm/committees/legislature-Legislative-Ethics-Interim-ff7bc2ba-d8d7-4c36-8bbd-da79472bc929.yml
index d82805c7ab..10593df549 100644
--- a/data/nm/committees/legislature-Legislative-Ethics-Interim-ff7bc2ba-d8d7-4c36-8bbd-da79472bc929.yml
+++ b/data/nm/committees/legislature-Legislative-Ethics-Interim-ff7bc2ba-d8d7-4c36-8bbd-da79472bc929.yml
@@ -52,8 +52,8 @@ members:
   role: member
   person_id: ocd-person/aa8f331c-d541-4acd-b025-e218e01764e2
 other_names:
-- name: Joint Legislative Ethics Interim
 - name: Committee on Legislative Ethics Interim
 - name: Joint Committee on Legislative Ethics Interim
-- name: Legislative Ethics Interim Committee
+- name: Joint Legislative Ethics Interim
 - name: Joint Legislative Ethics Interim Committee
+- name: Legislative Ethics Interim Committee
diff --git a/data/nm/committees/legislature-Legislative-Finance-8f1d6f7e-b1a1-4ee5-b4fe-b47a11f428b1.yml b/data/nm/committees/legislature-Legislative-Finance-8f1d6f7e-b1a1-4ee5-b4fe-b47a11f428b1.yml
index dda6a6a7fc..ea25757808 100644
--- a/data/nm/committees/legislature-Legislative-Finance-8f1d6f7e-b1a1-4ee5-b4fe-b47a11f428b1.yml
+++ b/data/nm/committees/legislature-Legislative-Finance-8f1d6f7e-b1a1-4ee5-b4fe-b47a11f428b1.yml
@@ -169,8 +169,8 @@ members:
   role: member
   person_id: ocd-person/b5e67085-d4de-4de1-bf25-00c53ee3ec39
 other_names:
-- name: Joint Legislative Finance
 - name: Committee on Legislative Finance
 - name: Joint Committee on Legislative Finance
-- name: Legislative Finance Committee
+- name: Joint Legislative Finance
 - name: Joint Legislative Finance Committee
+- name: Legislative Finance Committee
diff --git a/data/nm/committees/legislature-Legislative-Health-and-Human-Services-e0bb9fcf-6f39-4ed8-8658-98d1b07ddac4.yml b/data/nm/committees/legislature-Legislative-Health-and-Human-Services-e0bb9fcf-6f39-4ed8-8658-98d1b07ddac4.yml
index 16f697b854..309dbadb88 100644
--- a/data/nm/committees/legislature-Legislative-Health-and-Human-Services-e0bb9fcf-6f39-4ed8-8658-98d1b07ddac4.yml
+++ b/data/nm/committees/legislature-Legislative-Health-and-Human-Services-e0bb9fcf-6f39-4ed8-8658-98d1b07ddac4.yml
@@ -100,8 +100,8 @@ members:
   role: member
   person_id: ocd-person/800d2a2e-1622-4ab2-b290-3c537b38bdf8
 other_names:
-- name: Joint Legislative Health and Human Services
 - name: Committee on Legislative Health and Human Services
 - name: Joint Committee on Legislative Health and Human Services
-- name: Legislative Health and Human Services Committee
+- name: Joint Legislative Health and Human Services
 - name: Joint Legislative Health and Human Services Committee
+- name: Legislative Health and Human Services Committee
diff --git a/data/nm/committees/legislature-Military-and-Veterans-Affairs-d71fbb0d-cc6b-43cc-80cd-5d0136e1c6ac.yml b/data/nm/committees/legislature-Military-and-Veterans-Affairs-d71fbb0d-cc6b-43cc-80cd-5d0136e1c6ac.yml
index cb567cefb5..5199ba33c7 100644
--- a/data/nm/committees/legislature-Military-and-Veterans-Affairs-d71fbb0d-cc6b-43cc-80cd-5d0136e1c6ac.yml
+++ b/data/nm/committees/legislature-Military-and-Veterans-Affairs-d71fbb0d-cc6b-43cc-80cd-5d0136e1c6ac.yml
@@ -64,8 +64,8 @@ members:
   role: member
   person_id: ocd-person/fa98430a-5031-4c64-bd6d-8a6f0cc4043e
 other_names:
-- name: Joint Military and Veterans' Affairs
 - name: Committee on Military and Veterans' Affairs
 - name: Joint Committee on Military and Veterans' Affairs
-- name: Military and Veterans' Affairs Committee
+- name: Joint Military and Veterans' Affairs
 - name: Joint Military and Veterans' Affairs Committee
+- name: Military and Veterans' Affairs Committee
diff --git a/data/nm/committees/legislature-Mortgage-Finance-Authority-Act-Oversight-0a608488-aedc-4d7b-8646-5a00e9e36b6e.yml b/data/nm/committees/legislature-Mortgage-Finance-Authority-Act-Oversight-0a608488-aedc-4d7b-8646-5a00e9e36b6e.yml
index ce83fc9830..3f1fb1b25a 100644
--- a/data/nm/committees/legislature-Mortgage-Finance-Authority-Act-Oversight-0a608488-aedc-4d7b-8646-5a00e9e36b6e.yml
+++ b/data/nm/committees/legislature-Mortgage-Finance-Authority-Act-Oversight-0a608488-aedc-4d7b-8646-5a00e9e36b6e.yml
@@ -61,8 +61,8 @@ members:
   role: member
   person_id: ocd-person/948ba2f7-fd71-42ed-a35a-e692b76d2ca2
 other_names:
-- name: Joint Mortgage Finance Authority Act Oversight
 - name: Committee on Mortgage Finance Authority Act Oversight
 - name: Joint Committee on Mortgage Finance Authority Act Oversight
-- name: Mortgage Finance Authority Act Oversight Committee
+- name: Joint Mortgage Finance Authority Act Oversight
 - name: Joint Mortgage Finance Authority Act Oversight Committee
+- name: Mortgage Finance Authority Act Oversight Committee
diff --git a/data/nm/committees/legislature-Public-School-Capital-Outlay-Oversight-Task-Force-e42027b3-5f56-463c-afa1-98fe75ff00ed.yml b/data/nm/committees/legislature-Public-School-Capital-Outlay-Oversight-Task-Force-e42027b3-5f56-463c-afa1-98fe75ff00ed.yml
index 4c87975623..51eaaa5d3b 100644
--- a/data/nm/committees/legislature-Public-School-Capital-Outlay-Oversight-Task-Force-e42027b3-5f56-463c-afa1-98fe75ff00ed.yml
+++ b/data/nm/committees/legislature-Public-School-Capital-Outlay-Oversight-Task-Force-e42027b3-5f56-463c-afa1-98fe75ff00ed.yml
@@ -64,8 +64,8 @@ members:
   role: member
   person_id: ocd-person/f2394325-2797-4403-8f77-7f4dd3db0bb9
 other_names:
-- name: Joint Public School Capital Outlay Oversight Task Force
 - name: Committee on Public School Capital Outlay Oversight Task Force
 - name: Joint Committee on Public School Capital Outlay Oversight Task Force
-- name: Public School Capital Outlay Oversight Task Force Committee
+- name: Joint Public School Capital Outlay Oversight Task Force
 - name: Joint Public School Capital Outlay Oversight Task Force Committee
+- name: Public School Capital Outlay Oversight Task Force Committee
diff --git a/data/nm/committees/legislature-Radioactive-and-Hazardous-Materials-60a483ba-b033-4d61-86f6-d7a840ae6592.yml b/data/nm/committees/legislature-Radioactive-and-Hazardous-Materials-60a483ba-b033-4d61-86f6-d7a840ae6592.yml
index b06ab267ee..e776acb55f 100644
--- a/data/nm/committees/legislature-Radioactive-and-Hazardous-Materials-60a483ba-b033-4d61-86f6-d7a840ae6592.yml
+++ b/data/nm/committees/legislature-Radioactive-and-Hazardous-Materials-60a483ba-b033-4d61-86f6-d7a840ae6592.yml
@@ -14,6 +14,7 @@ members:
   person_id: ocd-person/601202fc-f916-4be1-ae20-8c437293817e
 - name: Bill Hall
   role: advisory
+  person_id: ocd-person/e0e4fcc9-1e0c-49f8-894d-223c863d61f8
 - name: Harold Pope
   role: advisory
   person_id: ocd-person/713e2881-4ecb-4d66-9bd3-6422c898df91
@@ -57,8 +58,8 @@ members:
   role: member
   person_id: ocd-person/eef5df5d-b9da-4ac3-9a3e-7f6ba775e6d7
 other_names:
-- name: Joint Radioactive and Hazardous Materials
 - name: Committee on Radioactive and Hazardous Materials
 - name: Joint Committee on Radioactive and Hazardous Materials
-- name: Radioactive and Hazardous Materials Committee
+- name: Joint Radioactive and Hazardous Materials
 - name: Joint Radioactive and Hazardous Materials Committee
+- name: Radioactive and Hazardous Materials Committee
diff --git a/data/nm/committees/legislature-Revenue-Stabilization-and-Tax-Policy-2db1e7e1-a981-43a8-b43e-e8b728741bba.yml b/data/nm/committees/legislature-Revenue-Stabilization-and-Tax-Policy-2db1e7e1-a981-43a8-b43e-e8b728741bba.yml
index 864958eb8a..c86efeb18f 100644
--- a/data/nm/committees/legislature-Revenue-Stabilization-and-Tax-Policy-2db1e7e1-a981-43a8-b43e-e8b728741bba.yml
+++ b/data/nm/committees/legislature-Revenue-Stabilization-and-Tax-Policy-2db1e7e1-a981-43a8-b43e-e8b728741bba.yml
@@ -124,8 +124,8 @@ members:
   role: member
   person_id: ocd-person/d5d0e9d9-bd6f-4f28-9a3f-13a56cadcc0f
 other_names:
-- name: Joint Revenue Stabilization and Tax Policy
 - name: Committee on Revenue Stabilization and Tax Policy
 - name: Joint Committee on Revenue Stabilization and Tax Policy
-- name: Revenue Stabilization and Tax Policy Committee
+- name: Joint Revenue Stabilization and Tax Policy
 - name: Joint Revenue Stabilization and Tax Policy Committee
+- name: Revenue Stabilization and Tax Policy Committee
diff --git a/data/nm/committees/legislature-Rules-74c007ab-48cb-4d5e-82dc-f03832bf01ef.yml b/data/nm/committees/legislature-Rules-74c007ab-48cb-4d5e-82dc-f03832bf01ef.yml
index 8c91f0b0e4..43c4f8e7e3 100644
--- a/data/nm/committees/legislature-Rules-74c007ab-48cb-4d5e-82dc-f03832bf01ef.yml
+++ b/data/nm/committees/legislature-Rules-74c007ab-48cb-4d5e-82dc-f03832bf01ef.yml
@@ -37,6 +37,8 @@ members:
   role: member
   person_id: ocd-person/f1144347-0a16-43e4-97b9-01308a890631
 other_names:
-- name: Joint Rules
+- name: Committee on Rules
 - name: Joint Committee on Rules
+- name: Joint Rules
 - name: Joint Rules Committee
+- name: Rules Committee
diff --git a/data/nm/committees/legislature-Science-Technology-and-Telecommunications-1ed7bb3c-8216-4c55-a039-98e831185a79.yml b/data/nm/committees/legislature-Science-Technology-and-Telecommunications-1ed7bb3c-8216-4c55-a039-98e831185a79.yml
index e91c6778b1..8773c7e93b 100644
--- a/data/nm/committees/legislature-Science-Technology-and-Telecommunications-1ed7bb3c-8216-4c55-a039-98e831185a79.yml
+++ b/data/nm/committees/legislature-Science-Technology-and-Telecommunications-1ed7bb3c-8216-4c55-a039-98e831185a79.yml
@@ -76,8 +76,8 @@ members:
   role: member
   person_id: ocd-person/ce888eff-62f5-41c0-9114-651c43f77aba
 other_names:
-- name: Joint Science, Technology and Telecommunications
 - name: Committee on Science, Technology and Telecommunications
 - name: Joint Committee on Science, Technology and Telecommunications
-- name: Science, Technology and Telecommunications Committee
+- name: Joint Science, Technology and Telecommunications
 - name: Joint Science, Technology and Telecommunications Committee
+- name: Science, Technology and Telecommunications Committee
diff --git a/data/nm/committees/legislature-Tobacco-Settlement-Revenue-Oversight-707fd1c7-0daf-47e0-93c1-0206ac2579ef.yml b/data/nm/committees/legislature-Tobacco-Settlement-Revenue-Oversight-707fd1c7-0daf-47e0-93c1-0206ac2579ef.yml
index 863a8a2f0f..91354b49bc 100644
--- a/data/nm/committees/legislature-Tobacco-Settlement-Revenue-Oversight-707fd1c7-0daf-47e0-93c1-0206ac2579ef.yml
+++ b/data/nm/committees/legislature-Tobacco-Settlement-Revenue-Oversight-707fd1c7-0daf-47e0-93c1-0206ac2579ef.yml
@@ -34,8 +34,8 @@ members:
   role: member
   person_id: ocd-person/13ad8eb1-a64f-4a08-8c68-a1488466128f
 other_names:
-- name: Joint Tobacco Settlement Revenue Oversight
 - name: Committee on Tobacco Settlement Revenue Oversight
 - name: Joint Committee on Tobacco Settlement Revenue Oversight
-- name: Tobacco Settlement Revenue Oversight Committee
+- name: Joint Tobacco Settlement Revenue Oversight
 - name: Joint Tobacco Settlement Revenue Oversight Committee
+- name: Tobacco Settlement Revenue Oversight Committee
diff --git a/data/nm/committees/legislature-Water-and-Natural-Resources-9e52d443-328b-432c-8ed1-b3f5676bd26c.yml b/data/nm/committees/legislature-Water-and-Natural-Resources-9e52d443-328b-432c-8ed1-b3f5676bd26c.yml
index 3bfaa9f4a4..15d475ea99 100644
--- a/data/nm/committees/legislature-Water-and-Natural-Resources-9e52d443-328b-432c-8ed1-b3f5676bd26c.yml
+++ b/data/nm/committees/legislature-Water-and-Natural-Resources-9e52d443-328b-432c-8ed1-b3f5676bd26c.yml
@@ -118,8 +118,8 @@ members:
   role: member
   person_id: ocd-person/a564eb5c-5c29-43ef-a40f-241efb70ef8d
 other_names:
-- name: Joint Water and Natural Resources
 - name: Committee on Water and Natural Resources
 - name: Joint Committee on Water and Natural Resources
-- name: Water and Natural Resources Committee
+- name: Joint Water and Natural Resources
 - name: Joint Water and Natural Resources Committee
+- name: Water and Natural Resources Committee
diff --git a/data/nm/committees/lower-Agriculture-Acequias-And-Water-Resources-39f2897b-cfd9-4281-bef3-d2b3fe1f4128.yml b/data/nm/committees/lower-Agriculture-Acequias-And-Water-Resources-39f2897b-cfd9-4281-bef3-d2b3fe1f4128.yml
index 9c2387d159..7fef49ba6f 100644
--- a/data/nm/committees/lower-Agriculture-Acequias-And-Water-Resources-39f2897b-cfd9-4281-bef3-d2b3fe1f4128.yml
+++ b/data/nm/committees/lower-Agriculture-Acequias-And-Water-Resources-39f2897b-cfd9-4281-bef3-d2b3fe1f4128.yml
@@ -37,8 +37,8 @@ members:
   role: member
   person_id: ocd-person/5b9af862-0f9f-42b2-a694-f80055129d6c
 other_names:
-- name: House Agriculture, Acequias and Water Resources
-- name: Committee on Agriculture, Acequias and Water Resources
-- name: House Committee on Agriculture, Acequias and Water Resources
 - name: Agriculture, Acequias and Water Resources Committee
+- name: Committee on Agriculture, Acequias and Water Resources
+- name: House Agriculture, Acequias and Water Resources
 - name: House Agriculture, Acequias and Water Resources Committee
+- name: House Committee on Agriculture, Acequias and Water Resources
diff --git a/data/nm/committees/lower-Appropriations--Finance-5d01d41e-57d8-4f14-ad6e-dc8e88a71184.yml b/data/nm/committees/lower-Appropriations--Finance-5d01d41e-57d8-4f14-ad6e-dc8e88a71184.yml
index c5da5ffc1d..9fdceee29a 100644
--- a/data/nm/committees/lower-Appropriations--Finance-5d01d41e-57d8-4f14-ad6e-dc8e88a71184.yml
+++ b/data/nm/committees/lower-Appropriations--Finance-5d01d41e-57d8-4f14-ad6e-dc8e88a71184.yml
@@ -67,8 +67,8 @@ members:
   role: member
   person_id: ocd-person/c95a430c-716c-4612-a6be-946521bbb322
 other_names:
-- name: House Appropriations and Finance
-- name: Committee on Appropriations and Finance
-- name: House Committee on Appropriations and Finance
 - name: Appropriations and Finance Committee
+- name: Committee on Appropriations and Finance
+- name: House Appropriations and Finance
 - name: House Appropriations and Finance Committee
+- name: House Committee on Appropriations and Finance
diff --git a/data/nm/committees/lower-Commerce--Economic-Development-49fc9c47-c00b-4f06-bf36-4482a8237322.yml b/data/nm/committees/lower-Commerce--Economic-Development-49fc9c47-c00b-4f06-bf36-4482a8237322.yml
index cf01698375..bbf29bf24d 100644
--- a/data/nm/committees/lower-Commerce--Economic-Development-49fc9c47-c00b-4f06-bf36-4482a8237322.yml
+++ b/data/nm/committees/lower-Commerce--Economic-Development-49fc9c47-c00b-4f06-bf36-4482a8237322.yml
@@ -46,8 +46,8 @@ members:
   role: member
   person_id: ocd-person/94eed261-74bb-4f8b-a0ab-62b2a7ff8e98
 other_names:
-- name: House Commerce and Economic Development
-- name: Committee on Commerce and Economic Development
-- name: House Committee on Commerce and Economic Development
 - name: Commerce and Economic Development Committee
+- name: Committee on Commerce and Economic Development
+- name: House Commerce and Economic Development
 - name: House Commerce and Economic Development Committee
+- name: House Committee on Commerce and Economic Development
diff --git a/data/nm/committees/lower-Consumer--Public-Affairs-db6a20b3-a5ec-4831-a955-0f8fb7e28495.yml b/data/nm/committees/lower-Consumer--Public-Affairs-db6a20b3-a5ec-4831-a955-0f8fb7e28495.yml
index 0926b0ff46..12f2bbd9d1 100644
--- a/data/nm/committees/lower-Consumer--Public-Affairs-db6a20b3-a5ec-4831-a955-0f8fb7e28495.yml
+++ b/data/nm/committees/lower-Consumer--Public-Affairs-db6a20b3-a5ec-4831-a955-0f8fb7e28495.yml
@@ -31,8 +31,8 @@ members:
   role: member
   person_id: ocd-person/13ad8eb1-a64f-4a08-8c68-a1488466128f
 other_names:
-- name: House Consumer and Public Affairs
 - name: Committee on Consumer and Public Affairs
-- name: House Committee on Consumer and Public Affairs
 - name: Consumer and Public Affairs Committee
+- name: House Committee on Consumer and Public Affairs
+- name: House Consumer and Public Affairs
 - name: House Consumer and Public Affairs Committee
diff --git a/data/nm/committees/lower-Education-9f014125-7029-42cf-ace8-009205271cdb.yml b/data/nm/committees/lower-Education-9f014125-7029-42cf-ace8-009205271cdb.yml
index 1bee6231de..dc060b0111 100644
--- a/data/nm/committees/lower-Education-9f014125-7029-42cf-ace8-009205271cdb.yml
+++ b/data/nm/committees/lower-Education-9f014125-7029-42cf-ace8-009205271cdb.yml
@@ -49,6 +49,8 @@ members:
   role: member
   person_id: ocd-person/bc947ac1-c584-4e5f-84a9-ea9f6ac959c6
 other_names:
-- name: House Education
+- name: Committee on Education
+- name: Education Committee
 - name: House Committee on Education
+- name: House Education
 - name: House Education Committee
diff --git a/data/nm/committees/lower-Energy-Environment--Natural-Resources-24597e31-77c1-4c55-82e0-f1772d9dd057.yml b/data/nm/committees/lower-Energy-Environment--Natural-Resources-24597e31-77c1-4c55-82e0-f1772d9dd057.yml
index ab7b97acca..5501c07d7b 100644
--- a/data/nm/committees/lower-Energy-Environment--Natural-Resources-24597e31-77c1-4c55-82e0-f1772d9dd057.yml
+++ b/data/nm/committees/lower-Energy-Environment--Natural-Resources-24597e31-77c1-4c55-82e0-f1772d9dd057.yml
@@ -46,8 +46,8 @@ members:
   role: member
   person_id: ocd-person/948ba2f7-fd71-42ed-a35a-e692b76d2ca2
 other_names:
-- name: House Energy, Environment and Natural Resources
 - name: Committee on Energy, Environment and Natural Resources
-- name: House Committee on Energy, Environment and Natural Resources
 - name: Energy, Environment and Natural Resources Committee
+- name: House Committee on Energy, Environment and Natural Resources
+- name: House Energy, Environment and Natural Resources
 - name: House Energy, Environment and Natural Resources Committee
diff --git a/data/nm/committees/lower-Enrolling-and-Engrossing---A-02c8930c-5a90-4cea-8887-74184f42b904.yml b/data/nm/committees/lower-Enrolling-and-Engrossing---A-02c8930c-5a90-4cea-8887-74184f42b904.yml
index 38144d4b17..43cf35f807 100644
--- a/data/nm/committees/lower-Enrolling-and-Engrossing---A-02c8930c-5a90-4cea-8887-74184f42b904.yml
+++ b/data/nm/committees/lower-Enrolling-and-Engrossing---A-02c8930c-5a90-4cea-8887-74184f42b904.yml
@@ -28,8 +28,8 @@ members:
   role: member
   person_id: ocd-person/aa8f331c-d541-4acd-b025-e218e01764e2
 other_names:
-- name: House Enrolling and Engrossing - A
 - name: Committee on Enrolling and Engrossing - A
-- name: House Committee on Enrolling and Engrossing - A
 - name: Enrolling and Engrossing - A Committee
+- name: House Committee on Enrolling and Engrossing - A
+- name: House Enrolling and Engrossing - A
 - name: House Enrolling and Engrossing - A Committee
diff --git a/data/nm/committees/lower-Enrolling-and-Engrossing---B-24ff0069-5cda-4d0a-a75e-74ea5c9e8680.yml b/data/nm/committees/lower-Enrolling-and-Engrossing---B-24ff0069-5cda-4d0a-a75e-74ea5c9e8680.yml
index fa527f02d6..101aad339b 100644
--- a/data/nm/committees/lower-Enrolling-and-Engrossing---B-24ff0069-5cda-4d0a-a75e-74ea5c9e8680.yml
+++ b/data/nm/committees/lower-Enrolling-and-Engrossing---B-24ff0069-5cda-4d0a-a75e-74ea5c9e8680.yml
@@ -37,8 +37,8 @@ members:
   role: member
   person_id: ocd-person/ce30fc0e-3447-4efe-a743-dec08834bd9b
 other_names:
-- name: House Enrolling and Engrossing - B
 - name: Committee on Enrolling and Engrossing - B
-- name: House Committee on Enrolling and Engrossing - B
 - name: Enrolling and Engrossing - B Committee
+- name: House Committee on Enrolling and Engrossing - B
+- name: House Enrolling and Engrossing - B
 - name: House Enrolling and Engrossing - B Committee
diff --git a/data/nm/committees/lower-Government-Elections--Indian-Affairs-e130ec11-b79d-4c0f-8d95-62fca089af37.yml b/data/nm/committees/lower-Government-Elections--Indian-Affairs-e130ec11-b79d-4c0f-8d95-62fca089af37.yml
index 49e431d518..52bff5464c 100644
--- a/data/nm/committees/lower-Government-Elections--Indian-Affairs-e130ec11-b79d-4c0f-8d95-62fca089af37.yml
+++ b/data/nm/committees/lower-Government-Elections--Indian-Affairs-e130ec11-b79d-4c0f-8d95-62fca089af37.yml
@@ -40,8 +40,8 @@ members:
   role: member
   person_id: ocd-person/fd2e3bdc-3ca7-495c-b853-8a4db020e4d0
 other_names:
-- name: House Government, Elections and Indian Affairs
 - name: Committee on Government, Elections and Indian Affairs
-- name: House Committee on Government, Elections and Indian Affairs
 - name: Government, Elections and Indian Affairs Committee
+- name: House Committee on Government, Elections and Indian Affairs
+- name: House Government, Elections and Indian Affairs
 - name: House Government, Elections and Indian Affairs Committee
diff --git a/data/nm/committees/lower-Health--Human-Services-11dd145c-7fd6-40e5-9e3c-0c5bbd2c1a69.yml b/data/nm/committees/lower-Health--Human-Services-11dd145c-7fd6-40e5-9e3c-0c5bbd2c1a69.yml
index a5b7e43bc2..033c025317 100644
--- a/data/nm/committees/lower-Health--Human-Services-11dd145c-7fd6-40e5-9e3c-0c5bbd2c1a69.yml
+++ b/data/nm/committees/lower-Health--Human-Services-11dd145c-7fd6-40e5-9e3c-0c5bbd2c1a69.yml
@@ -43,8 +43,8 @@ members:
   role: member
   person_id: ocd-person/ce30fc0e-3447-4efe-a743-dec08834bd9b
 other_names:
-- name: House Health and Human Services
 - name: Committee on Health and Human Services
-- name: House Committee on Health and Human Services
 - name: Health and Human Services Committee
+- name: House Committee on Health and Human Services
+- name: House Health and Human Services
 - name: House Health and Human Services Committee
diff --git a/data/nm/committees/lower-Judiciary-8263fc4e-dfd2-4c02-98a8-855b88616577.yml b/data/nm/committees/lower-Judiciary-8263fc4e-dfd2-4c02-98a8-855b88616577.yml
index a5e6797d45..bd72564217 100644
--- a/data/nm/committees/lower-Judiciary-8263fc4e-dfd2-4c02-98a8-855b88616577.yml
+++ b/data/nm/committees/lower-Judiciary-8263fc4e-dfd2-4c02-98a8-855b88616577.yml
@@ -43,6 +43,8 @@ members:
   role: member
   person_id: ocd-person/0b7d9451-0462-4064-b28e-6d44123edd1e
 other_names:
-- name: House Judiciary
+- name: Committee on Judiciary
 - name: House Committee on Judiciary
+- name: House Judiciary
 - name: House Judiciary Committee
+- name: Judiciary Committee
diff --git a/data/nm/committees/lower-Labor-Veterans-And-Military-Affairs-6210dd3b-f6b7-4f52-a952-1209ff9a93ad.yml b/data/nm/committees/lower-Labor-Veterans-And-Military-Affairs-6210dd3b-f6b7-4f52-a952-1209ff9a93ad.yml
index 6e9edef8cd..72510377b7 100644
--- a/data/nm/committees/lower-Labor-Veterans-And-Military-Affairs-6210dd3b-f6b7-4f52-a952-1209ff9a93ad.yml
+++ b/data/nm/committees/lower-Labor-Veterans-And-Military-Affairs-6210dd3b-f6b7-4f52-a952-1209ff9a93ad.yml
@@ -46,8 +46,8 @@ members:
   role: member
   person_id: ocd-person/bc947ac1-c584-4e5f-84a9-ea9f6ac959c6
 other_names:
-- name: House Labor, Veterans and Military Affairs
 - name: Committee on Labor, Veterans and Military Affairs
 - name: House Committee on Labor, Veterans and Military Affairs
-- name: Labor, Veterans and Military Affairs Committee
+- name: House Labor, Veterans and Military Affairs
 - name: House Labor, Veterans and Military Affairs Committee
+- name: Labor, Veterans and Military Affairs Committee
diff --git a/data/nm/committees/lower-Printing-and-Supplies-7454f28a-aa1a-46c9-a363-104825f49a9b.yml b/data/nm/committees/lower-Printing-and-Supplies-7454f28a-aa1a-46c9-a363-104825f49a9b.yml
index 2ab70ef0fa..70c373ead9 100644
--- a/data/nm/committees/lower-Printing-and-Supplies-7454f28a-aa1a-46c9-a363-104825f49a9b.yml
+++ b/data/nm/committees/lower-Printing-and-Supplies-7454f28a-aa1a-46c9-a363-104825f49a9b.yml
@@ -40,8 +40,8 @@ members:
   role: member
   person_id: ocd-person/0b7d9451-0462-4064-b28e-6d44123edd1e
 other_names:
-- name: House Printing and Supplies
 - name: Committee on Printing and Supplies
 - name: House Committee on Printing and Supplies
-- name: Printing and Supplies Committee
+- name: House Printing and Supplies
 - name: House Printing and Supplies Committee
+- name: Printing and Supplies Committee
diff --git a/data/nm/committees/lower-Rules--Order-Of-Business-7013ac27-41b2-49cb-9b0a-6e5fd68616cb.yml b/data/nm/committees/lower-Rules--Order-Of-Business-7013ac27-41b2-49cb-9b0a-6e5fd68616cb.yml
index 9685d20e32..495873d61a 100644
--- a/data/nm/committees/lower-Rules--Order-Of-Business-7013ac27-41b2-49cb-9b0a-6e5fd68616cb.yml
+++ b/data/nm/committees/lower-Rules--Order-Of-Business-7013ac27-41b2-49cb-9b0a-6e5fd68616cb.yml
@@ -64,8 +64,8 @@ members:
   role: member
   person_id: ocd-person/69fcccf7-9cfb-4c8f-978a-c85fbd55922d
 other_names:
-- name: House Rules and Order of Business
 - name: Committee on Rules and Order of Business
 - name: House Committee on Rules and Order of Business
-- name: Rules and Order of Business Committee
+- name: House Rules and Order of Business
 - name: House Rules and Order of Business Committee
+- name: Rules and Order of Business Committee
diff --git a/data/nm/committees/lower-Rural-Development-Land-Grants-And-Cultural-Affairs-95adaeb3-0803-491c-bacf-0d3176b57140.yml b/data/nm/committees/lower-Rural-Development-Land-Grants-And-Cultural-Affairs-95adaeb3-0803-491c-bacf-0d3176b57140.yml
index aed6b7c567..2c6807a943 100644
--- a/data/nm/committees/lower-Rural-Development-Land-Grants-And-Cultural-Affairs-95adaeb3-0803-491c-bacf-0d3176b57140.yml
+++ b/data/nm/committees/lower-Rural-Development-Land-Grants-And-Cultural-Affairs-95adaeb3-0803-491c-bacf-0d3176b57140.yml
@@ -34,8 +34,8 @@ members:
   role: member
   person_id: ocd-person/a564eb5c-5c29-43ef-a40f-241efb70ef8d
 other_names:
-- name: House Rural Development, Land Grants And Cultural Affairs
 - name: Committee on Rural Development, Land Grants And Cultural Affairs
 - name: House Committee on Rural Development, Land Grants And Cultural Affairs
-- name: Rural Development, Land Grants And Cultural Affairs Committee
+- name: House Rural Development, Land Grants And Cultural Affairs
 - name: House Rural Development, Land Grants And Cultural Affairs Committee
+- name: Rural Development, Land Grants And Cultural Affairs Committee
diff --git a/data/nm/committees/lower-Taxation--Revenue-259c6284-7e48-4bad-a1e1-bef22da8105e.yml b/data/nm/committees/lower-Taxation--Revenue-259c6284-7e48-4bad-a1e1-bef22da8105e.yml
index 3a4f5767af..94cfdae8c2 100644
--- a/data/nm/committees/lower-Taxation--Revenue-259c6284-7e48-4bad-a1e1-bef22da8105e.yml
+++ b/data/nm/committees/lower-Taxation--Revenue-259c6284-7e48-4bad-a1e1-bef22da8105e.yml
@@ -55,8 +55,8 @@ members:
   role: member
   person_id: ocd-person/aa8f331c-d541-4acd-b025-e218e01764e2
 other_names:
-- name: House Taxation and Revenue
 - name: Committee on Taxation and Revenue
 - name: House Committee on Taxation and Revenue
-- name: Taxation and Revenue Committee
+- name: House Taxation and Revenue
 - name: House Taxation and Revenue Committee
+- name: Taxation and Revenue Committee
diff --git a/data/nm/committees/lower-Transportation-Public-Works--Capital-Improvements-8a3c4566-7939-492b-bc26-1ac4ed565b1a.yml b/data/nm/committees/lower-Transportation-Public-Works--Capital-Improvements-8a3c4566-7939-492b-bc26-1ac4ed565b1a.yml
index 1ddeede97a..3cdd24213a 100644
--- a/data/nm/committees/lower-Transportation-Public-Works--Capital-Improvements-8a3c4566-7939-492b-bc26-1ac4ed565b1a.yml
+++ b/data/nm/committees/lower-Transportation-Public-Works--Capital-Improvements-8a3c4566-7939-492b-bc26-1ac4ed565b1a.yml
@@ -46,8 +46,8 @@ members:
   role: member
   person_id: ocd-person/8e244278-1a1d-4525-a41e-52da81f9d3ff
 other_names:
-- name: House Transportation, Public Works and Capital Improvements
 - name: Committee on Transportation, Public Works and Capital Improvements
 - name: House Committee on Transportation, Public Works and Capital Improvements
-- name: Transportation, Public Works and Capital Improvements Committee
+- name: House Transportation, Public Works and Capital Improvements
 - name: House Transportation, Public Works and Capital Improvements Committee
+- name: Transportation, Public Works and Capital Improvements Committee
diff --git a/data/nm/committees/upper-Committees-9bcd2a32-b011-47e3-b099-fd3567c54c82.yml b/data/nm/committees/upper-Committees-9bcd2a32-b011-47e3-b099-fd3567c54c82.yml
index 93cd4f39c7..661dabc16e 100644
--- a/data/nm/committees/upper-Committees-9bcd2a32-b011-47e3-b099-fd3567c54c82.yml
+++ b/data/nm/committees/upper-Committees-9bcd2a32-b011-47e3-b099-fd3567c54c82.yml
@@ -46,8 +46,8 @@ members:
   role: member
   person_id: ocd-person/23ae490e-665a-4d01-b000-ad84ebd25b09
 other_names:
-- name: Senate Committees'
 - name: Committee on Committees'
-- name: Senate Committee on Committees'
 - name: Committees' Committee
+- name: Senate Committee on Committees'
+- name: Senate Committees'
 - name: Senate Committees' Committee
diff --git a/data/nm/committees/upper-Conservation-95ee99fd-43f9-4015-8941-a56f9727e695.yml b/data/nm/committees/upper-Conservation-95ee99fd-43f9-4015-8941-a56f9727e695.yml
index 6e5e3201da..f5e1c86906 100644
--- a/data/nm/committees/upper-Conservation-95ee99fd-43f9-4015-8941-a56f9727e695.yml
+++ b/data/nm/committees/upper-Conservation-95ee99fd-43f9-4015-8941-a56f9727e695.yml
@@ -40,8 +40,8 @@ members:
   role: member
   person_id: ocd-person/b5e67085-d4de-4de1-bf25-00c53ee3ec39
 other_names:
-- name: Senate Conservation
 - name: Committee on Conservation
-- name: Senate Committee on Conservation
 - name: Conservation Committee
+- name: Senate Committee on Conservation
+- name: Senate Conservation
 - name: Senate Conservation Committee
diff --git a/data/nm/committees/upper-Education-0bc52c72-c4ee-4956-92f7-01dd9bae9a56.yml b/data/nm/committees/upper-Education-0bc52c72-c4ee-4956-92f7-01dd9bae9a56.yml
index d93b34580c..9c2b75b0f4 100644
--- a/data/nm/committees/upper-Education-0bc52c72-c4ee-4956-92f7-01dd9bae9a56.yml
+++ b/data/nm/committees/upper-Education-0bc52c72-c4ee-4956-92f7-01dd9bae9a56.yml
@@ -37,6 +37,8 @@ members:
   role: member
   person_id: ocd-person/fa98430a-5031-4c64-bd6d-8a6f0cc4043e
 other_names:
-- name: Senate Education
+- name: Committee on Education
+- name: Education Committee
 - name: Senate Committee on Education
+- name: Senate Education
 - name: Senate Education Committee
diff --git a/data/nm/committees/upper-Finance-f0ccfdbf-bfb7-4344-abe4-37ab6c2d060c.yml b/data/nm/committees/upper-Finance-f0ccfdbf-bfb7-4344-abe4-37ab6c2d060c.yml
index 76df6cbdf6..26f7068edc 100644
--- a/data/nm/committees/upper-Finance-f0ccfdbf-bfb7-4344-abe4-37ab6c2d060c.yml
+++ b/data/nm/committees/upper-Finance-f0ccfdbf-bfb7-4344-abe4-37ab6c2d060c.yml
@@ -46,8 +46,8 @@ members:
   role: member
   person_id: ocd-person/23ae490e-665a-4d01-b000-ad84ebd25b09
 other_names:
-- name: Senate Finance
 - name: Committee on Finance
-- name: Senate Committee on Finance
 - name: Finance Committee
+- name: Senate Committee on Finance
+- name: Senate Finance
 - name: Senate Finance Committee
diff --git a/data/nm/committees/upper-Health--Public-Affairs-a53b646c-3f70-4a0f-98ce-f7074429d516.yml b/data/nm/committees/upper-Health--Public-Affairs-a53b646c-3f70-4a0f-98ce-f7074429d516.yml
index 4500b0e467..9934c92186 100644
--- a/data/nm/committees/upper-Health--Public-Affairs-a53b646c-3f70-4a0f-98ce-f7074429d516.yml
+++ b/data/nm/committees/upper-Health--Public-Affairs-a53b646c-3f70-4a0f-98ce-f7074429d516.yml
@@ -40,8 +40,8 @@ members:
   role: member
   person_id: ocd-person/180655a2-a251-4b16-8ae9-74f634e650e4
 other_names:
-- name: Senate Health and Public Affairs
 - name: Committee on Health and Public Affairs
-- name: Senate Committee on Health and Public Affairs
 - name: Health and Public Affairs Committee
+- name: Senate Committee on Health and Public Affairs
+- name: Senate Health and Public Affairs
 - name: Senate Health and Public Affairs Committee
diff --git a/data/nm/committees/upper-Indian-Rural--Cultural-Affairs-1fe1d4b9-ced8-4245-84f7-5cc569cb9e11.yml b/data/nm/committees/upper-Indian-Rural--Cultural-Affairs-1fe1d4b9-ced8-4245-84f7-5cc569cb9e11.yml
index c5df85d14f..0a844f1a8d 100644
--- a/data/nm/committees/upper-Indian-Rural--Cultural-Affairs-1fe1d4b9-ced8-4245-84f7-5cc569cb9e11.yml
+++ b/data/nm/committees/upper-Indian-Rural--Cultural-Affairs-1fe1d4b9-ced8-4245-84f7-5cc569cb9e11.yml
@@ -31,8 +31,8 @@ members:
   role: member
   person_id: ocd-person/87448df9-e44d-421f-ac90-d7cb7f00df79
 other_names:
-- name: Senate Indian, Rural and Cultural Affairs
 - name: Committee on Indian, Rural and Cultural Affairs
-- name: Senate Committee on Indian, Rural and Cultural Affairs
 - name: Indian, Rural and Cultural Affairs Committee
+- name: Senate Committee on Indian, Rural and Cultural Affairs
+- name: Senate Indian, Rural and Cultural Affairs
 - name: Senate Indian, Rural and Cultural Affairs Committee
diff --git a/data/nm/committees/upper-Judiciary-4b69d44d-7e19-4990-8d1f-1ac6ee773e69.yml b/data/nm/committees/upper-Judiciary-4b69d44d-7e19-4990-8d1f-1ac6ee773e69.yml
index f4db02dc91..9dcdb44e51 100644
--- a/data/nm/committees/upper-Judiciary-4b69d44d-7e19-4990-8d1f-1ac6ee773e69.yml
+++ b/data/nm/committees/upper-Judiciary-4b69d44d-7e19-4990-8d1f-1ac6ee773e69.yml
@@ -40,6 +40,8 @@ members:
   role: member
   person_id: ocd-person/7595b557-0c70-44e3-a26b-af533d1ca94d
 other_names:
-- name: Senate Judiciary
+- name: Committee on Judiciary
+- name: Judiciary Committee
 - name: Senate Committee on Judiciary
+- name: Senate Judiciary
 - name: Senate Judiciary Committee
diff --git a/data/nm/committees/upper-Rules-1dc7e0e2-3545-495e-b03a-3ecd48a3e521.yml b/data/nm/committees/upper-Rules-1dc7e0e2-3545-495e-b03a-3ecd48a3e521.yml
index 4e2203bf71..212e623f06 100644
--- a/data/nm/committees/upper-Rules-1dc7e0e2-3545-495e-b03a-3ecd48a3e521.yml
+++ b/data/nm/committees/upper-Rules-1dc7e0e2-3545-495e-b03a-3ecd48a3e521.yml
@@ -47,8 +47,8 @@ members:
   role: member
   person_id: ocd-person/f1144347-0a16-43e4-97b9-01308a890631
 other_names:
-- name: Senate Rules
 - name: Committee on Rules
-- name: Senate Committee on Rules
 - name: Rules Committee
+- name: Senate Committee on Rules
+- name: Senate Rules
 - name: Senate Rules Committee
diff --git a/data/nm/committees/upper-Tax-Business--Transportation-6667d369-fded-4eab-80b8-0618d95476f0.yml b/data/nm/committees/upper-Tax-Business--Transportation-6667d369-fded-4eab-80b8-0618d95476f0.yml
index 25363d2fcd..b0cafb9c17 100644
--- a/data/nm/committees/upper-Tax-Business--Transportation-6667d369-fded-4eab-80b8-0618d95476f0.yml
+++ b/data/nm/committees/upper-Tax-Business--Transportation-6667d369-fded-4eab-80b8-0618d95476f0.yml
@@ -43,8 +43,8 @@ members:
   role: member
   person_id: ocd-person/7595b557-0c70-44e3-a26b-af533d1ca94d
 other_names:
-- name: Senate Tax, Business and Transportation
 - name: Committee on Tax, Business and Transportation
 - name: Senate Committee on Tax, Business and Transportation
-- name: Tax, Business and Transportation Committee
+- name: Senate Tax, Business and Transportation
 - name: Senate Tax, Business and Transportation Committee
+- name: Tax, Business and Transportation Committee
diff --git a/data/nm/legislature/Alan-T-Martinez-be61f240-c0ad-4a98-8ad5-d30f4c5f4a06.yml b/data/nm/legislature/Alan-T-Martinez-be61f240-c0ad-4a98-8ad5-d30f4c5f4a06.yml
index 72f2d00ef1..d1750e36b0 100644
--- a/data/nm/legislature/Alan-T-Martinez-be61f240-c0ad-4a98-8ad5-d30f4c5f4a06.yml
+++ b/data/nm/legislature/Alan-T-Martinez-be61f240-c0ad-4a98-8ad5-d30f4c5f4a06.yml
@@ -25,6 +25,7 @@ links:
 other_names:
 - name: A. Martinez
 - name: A.T. Martinez
+- name: Martinez, A.
 - name: Alan T. Martinez
 - name: Martinez, Alan
 sources:
diff --git a/data/nm/legislature/Ambrose-Castellano-d9b83f67-094b-44a1-bff0-231114d27d08.yml b/data/nm/legislature/Ambrose-Castellano-d9b83f67-094b-44a1-bff0-231114d27d08.yml
index 32f88ee042..8f4b2ec397 100644
--- a/data/nm/legislature/Ambrose-Castellano-d9b83f67-094b-44a1-bff0-231114d27d08.yml
+++ b/data/nm/legislature/Ambrose-Castellano-d9b83f67-094b-44a1-bff0-231114d27d08.yml
@@ -24,6 +24,7 @@ links:
 other_names:
 - name: A. Castellano
 - name: A.M. Castellano
+- name: Castellano, A.
 - name: Ambrose M. Castellano
 - name: Castellano, Ambrose
 sources:
diff --git a/data/nm/legislature/Andrea-Reeb-c4caca3c-faa3-445f-91e0-cce9edd53a5a.yml b/data/nm/legislature/Andrea-Reeb-c4caca3c-faa3-445f-91e0-cce9edd53a5a.yml
index 35a6c4cc17..60e53d1aeb 100644
--- a/data/nm/legislature/Andrea-Reeb-c4caca3c-faa3-445f-91e0-cce9edd53a5a.yml
+++ b/data/nm/legislature/Andrea-Reeb-c4caca3c-faa3-445f-91e0-cce9edd53a5a.yml
@@ -23,6 +23,8 @@ links:
   note: homepage
 other_names:
 - name: A. Reeb
+- name: A.R. Reeb
+- name: Reeb, A.
 - name: A.R.
 - name: Andrea R. Reeb
 - name: Andi R. Reeb
diff --git a/data/nm/legislature/Andrea-Romero-ed0ba54a-4fc3-4c50-aa0d-f74b1f0e86f6.yml b/data/nm/legislature/Andrea-Romero-ed0ba54a-4fc3-4c50-aa0d-f74b1f0e86f6.yml
index fc9e73c2f1..609fed9fc5 100644
--- a/data/nm/legislature/Andrea-Romero-ed0ba54a-4fc3-4c50-aa0d-f74b1f0e86f6.yml
+++ b/data/nm/legislature/Andrea-Romero-ed0ba54a-4fc3-4c50-aa0d-f74b1f0e86f6.yml
@@ -27,9 +27,9 @@ links:
 other_names:
 - name: A. Romero
 - name: A.D. Romero
+- name: Romero, A.
 - name: Andrea D. Romero
 - name: Romero, Andrea
-- name: Romero, A.
 ids:
   twitter: aromero_nm
   instagram: andrearomero_nm46
diff --git a/data/nm/legislature/Angelica-Rubio-ea2a9403-248c-4474-aea0-47b45265e0be.yml b/data/nm/legislature/Angelica-Rubio-ea2a9403-248c-4474-aea0-47b45265e0be.yml
index c35135cf4b..e2bd130d6e 100644
--- a/data/nm/legislature/Angelica-Rubio-ea2a9403-248c-4474-aea0-47b45265e0be.yml
+++ b/data/nm/legislature/Angelica-Rubio-ea2a9403-248c-4474-aea0-47b45265e0be.yml
@@ -29,6 +29,7 @@ links:
 other_names:
 - name: A. Rubio
 - name: A.M. Rubio
+- name: Rubio, A.
 - name: Angelica M. Rubio
 - name: Rubio, Angelica
 ids:
diff --git a/data/nm/legislature/Anthony-Allison-c95a430c-716c-4612-a6be-946521bbb322.yml b/data/nm/legislature/Anthony-Allison-c95a430c-716c-4612-a6be-946521bbb322.yml
index 4f1a55aaf3..7879941289 100644
--- a/data/nm/legislature/Anthony-Allison-c95a430c-716c-4612-a6be-946521bbb322.yml
+++ b/data/nm/legislature/Anthony-Allison-c95a430c-716c-4612-a6be-946521bbb322.yml
@@ -22,8 +22,9 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HALLI
   note: homepage
 other_names:
-- name: T. Allison
 - name: A. Allison
+- name: Allison, T.
+- name: T. Allison
 - name: Anthony Allison
 - name: Allison, Anthony
 - name: Allison, Tony
diff --git a/data/nm/legislature/Antoinette-Sedillo-Lopez-3dcac810-1d9b-4a4d-9e82-8b6e49eba735.yml b/data/nm/legislature/Antoinette-Sedillo-Lopez-3dcac810-1d9b-4a4d-9e82-8b6e49eba735.yml
index de6e46f809..e2a34bbe47 100644
--- a/data/nm/legislature/Antoinette-Sedillo-Lopez-3dcac810-1d9b-4a4d-9e82-8b6e49eba735.yml
+++ b/data/nm/legislature/Antoinette-Sedillo-Lopez-3dcac810-1d9b-4a4d-9e82-8b6e49eba735.yml
@@ -27,6 +27,7 @@ links:
   note: homepage
 other_names:
 - name: A. Sedillo Lopez
+- name: Sedillo Lopez, A.
 - name: Sedillo Lopez, Antoinette
 ids:
   twitter: asl4justice4all
diff --git a/data/nm/legislature/Antonio-Maestas-2913173a-2bfe-4474-8bdc-d145f868c4de.yml b/data/nm/legislature/Antonio-Maestas-2913173a-2bfe-4474-8bdc-d145f868c4de.yml
index c03ce31b88..3e81c30600 100644
--- a/data/nm/legislature/Antonio-Maestas-2913173a-2bfe-4474-8bdc-d145f868c4de.yml
+++ b/data/nm/legislature/Antonio-Maestas-2913173a-2bfe-4474-8bdc-d145f868c4de.yml
@@ -35,8 +35,9 @@ links:
   note: homepage
 - url: https://nmlegis.gov/Members/Legislator?SponCode=smaem
 other_names:
-- name: M. Maestas
 - name: A. Maestas
+- name: M. Maestas
+- name: Maestas, M.
 - name: Antonio Maestas
 - name: Maestas, Antonio
 - name: Maestas, Moe
diff --git a/data/nm/legislature/Art-De-La-Cruz-057c7d79-a168-4b7b-ae96-66cf41e4f115.yml b/data/nm/legislature/Art-De-La-Cruz-057c7d79-a168-4b7b-ae96-66cf41e4f115.yml
index 75cf8a834c..7b7670b674 100644
--- a/data/nm/legislature/Art-De-La-Cruz-057c7d79-a168-4b7b-ae96-66cf41e4f115.yml
+++ b/data/nm/legislature/Art-De-La-Cruz-057c7d79-a168-4b7b-ae96-66cf41e4f115.yml
@@ -28,6 +28,7 @@ links:
   note: homepage
 other_names:
 - name: A. De La Cruz
+- name: De La Cruz, A.
 - name: De La Cruz, Art
 sources:
 - url: https://ballotpedia.org/Art_De_La_Cruz
diff --git a/data/nm/legislature/Benny-Shendo-Jr-145aba4a-89ba-4c17-b1ec-2f4b568f5048.yml b/data/nm/legislature/Benny-Shendo-Jr-145aba4a-89ba-4c17-b1ec-2f4b568f5048.yml
index 69067c6f26..26f400103e 100644
--- a/data/nm/legislature/Benny-Shendo-Jr-145aba4a-89ba-4c17-b1ec-2f4b568f5048.yml
+++ b/data/nm/legislature/Benny-Shendo-Jr-145aba4a-89ba-4c17-b1ec-2f4b568f5048.yml
@@ -24,6 +24,7 @@ links:
 other_names:
 - name: B. Shendo
 - name: B.J. Shendo
+- name: Shendo, B.
 - name: Benny J. Shendo
 - name: Benny Shendo, Jr.
 - name: Shendo, Benny, Jr.
diff --git a/data/nm/legislature/Bill-B-ONeill-f6772233-67ef-4094-9713-bdf4ddd96a5f.yml b/data/nm/legislature/Bill-B-ONeill-f6772233-67ef-4094-9713-bdf4ddd96a5f.yml
index eb50d47de5..a02b9fb32f 100644
--- a/data/nm/legislature/Bill-B-ONeill-f6772233-67ef-4094-9713-bdf4ddd96a5f.yml
+++ b/data/nm/legislature/Bill-B-ONeill-f6772233-67ef-4094-9713-bdf4ddd96a5f.yml
@@ -23,6 +23,7 @@ links:
   note: homepage
 other_names:
 - name: B. O'Neill
+- name: O'Neill, B.
 - name: W.B. O'Neill
 - name: William Baldwin O'Neill
 - name: William B. O'Neill
diff --git a/data/nm/legislature/Bill-Hall-e0e4fcc9-1e0c-49f8-894d-223c863d61f8.yml b/data/nm/legislature/Bill-Hall-e0e4fcc9-1e0c-49f8-894d-223c863d61f8.yml
index d1cf1430ab..ed1ddb4cc4 100644
--- a/data/nm/legislature/Bill-Hall-e0e4fcc9-1e0c-49f8-894d-223c863d61f8.yml
+++ b/data/nm/legislature/Bill-Hall-e0e4fcc9-1e0c-49f8-894d-223c863d61f8.yml
@@ -19,6 +19,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HHABI
 other_names:
 - name: B. Hall
+- name: Hall, B.
 - name: W.A. Hall
 - name: William A. Hall
 - name: Bill A. Hall
diff --git a/data/nm/legislature/Bill-Tallman-37cc0bab-0119-4bd6-9794-3d3324cc34de.yml b/data/nm/legislature/Bill-Tallman-37cc0bab-0119-4bd6-9794-3d3324cc34de.yml
index 78c23d7dc7..2d47509cdf 100644
--- a/data/nm/legislature/Bill-Tallman-37cc0bab-0119-4bd6-9794-3d3324cc34de.yml
+++ b/data/nm/legislature/Bill-Tallman-37cc0bab-0119-4bd6-9794-3d3324cc34de.yml
@@ -24,6 +24,7 @@ links:
   note: homepage
 other_names:
 - name: B. Tallman
+- name: Tallman, B.
 - name: W.G. Tallman
 - name: William G. Tallman
 - name: Bill G. Tallman
diff --git a/data/nm/legislature/Brenda-G-McKenna-a30f836f-c05d-47d6-9566-29830f7cb4cc.yml b/data/nm/legislature/Brenda-G-McKenna-a30f836f-c05d-47d6-9566-29830f7cb4cc.yml
index 8bc997828c..835e6ba442 100644
--- a/data/nm/legislature/Brenda-G-McKenna-a30f836f-c05d-47d6-9566-29830f7cb4cc.yml
+++ b/data/nm/legislature/Brenda-G-McKenna-a30f836f-c05d-47d6-9566-29830f7cb4cc.yml
@@ -24,6 +24,7 @@ links:
 other_names:
 - name: B. McKenna
 - name: B.G.A. McKenna
+- name: McKenna, B.
 - name: Brenda Grace Agoyothe McKenna
 - name: Brenda G.A. McKenna
 - name: Brenda G. McKenna
diff --git a/data/nm/legislature/Brian-G-Baca-05f3609c-c2a6-42fc-bf6a-5141f8050ff8.yml b/data/nm/legislature/Brian-G-Baca-05f3609c-c2a6-42fc-bf6a-5141f8050ff8.yml
index 1898696b09..449ad435b7 100644
--- a/data/nm/legislature/Brian-G-Baca-05f3609c-c2a6-42fc-bf6a-5141f8050ff8.yml
+++ b/data/nm/legislature/Brian-G-Baca-05f3609c-c2a6-42fc-bf6a-5141f8050ff8.yml
@@ -24,6 +24,7 @@ links:
 other_names:
 - name: B. Baca
 - name: B.G. Baca
+- name: Baca, B.
 - name: Brian G. Baca
 - name: Baca, Brian G.
 sources:
diff --git a/data/nm/legislature/Candy-Spence-Ezzell-46464f19-1bda-489f-93cf-3772d0445407.yml b/data/nm/legislature/Candy-Spence-Ezzell-46464f19-1bda-489f-93cf-3772d0445407.yml
index 3ac8eff6b4..f703729750 100644
--- a/data/nm/legislature/Candy-Spence-Ezzell-46464f19-1bda-489f-93cf-3772d0445407.yml
+++ b/data/nm/legislature/Candy-Spence-Ezzell-46464f19-1bda-489f-93cf-3772d0445407.yml
@@ -25,6 +25,7 @@ links:
 other_names:
 - name: C. Ezzell
 - name: C.S. Ezzell
+- name: Ezzell, C.
 - name: Candy Spence Ezzell
 - name: Candy S. Ezzell
 - name: Ezzell, Candy Spence
diff --git a/data/nm/legislature/Carrie-Hamblen-83df260f-2110-4d39-8e19-6a2edc33491d.yml b/data/nm/legislature/Carrie-Hamblen-83df260f-2110-4d39-8e19-6a2edc33491d.yml
index a38d9ebbe3..c5549011d4 100644
--- a/data/nm/legislature/Carrie-Hamblen-83df260f-2110-4d39-8e19-6a2edc33491d.yml
+++ b/data/nm/legislature/Carrie-Hamblen-83df260f-2110-4d39-8e19-6a2edc33491d.yml
@@ -23,6 +23,7 @@ links:
   note: homepage
 other_names:
 - name: C. Hamblen
+- name: Hamblen, C.
 - name: Hamblen, Carrie
 sources:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SHAMB
diff --git a/data/nm/legislature/Cathrynn-N-Brown-8b51e39c-5f4c-48dd-affd-b97c6062d87e.yml b/data/nm/legislature/Cathrynn-N-Brown-8b51e39c-5f4c-48dd-affd-b97c6062d87e.yml
index 3ad9d403b2..e02b6fd80d 100644
--- a/data/nm/legislature/Cathrynn-N-Brown-8b51e39c-5f4c-48dd-affd-b97c6062d87e.yml
+++ b/data/nm/legislature/Cathrynn-N-Brown-8b51e39c-5f4c-48dd-affd-b97c6062d87e.yml
@@ -24,6 +24,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HBROW
   note: homepage
 other_names:
+- name: Brown, C.
 - name: C. Brown
 - name: C.N. Brown
 - name: Cathrynn Novich Brown
diff --git a/data/nm/legislature/Charlotte-Little-052e06cd-7f58-4c3c-8640-be1d8842a19b.yml b/data/nm/legislature/Charlotte-Little-052e06cd-7f58-4c3c-8640-be1d8842a19b.yml
index ae1faae873..33dd222e9f 100644
--- a/data/nm/legislature/Charlotte-Little-052e06cd-7f58-4c3c-8640-be1d8842a19b.yml
+++ b/data/nm/legislature/Charlotte-Little-052e06cd-7f58-4c3c-8640-be1d8842a19b.yml
@@ -23,6 +23,7 @@ links:
   note: homepage
 other_names:
 - name: C. Little
+- name: Little, C.
 - name: Little, Charlotte
 sources:
 - url: https://ballotpedia.org/Charlotte_Little
diff --git a/data/nm/legislature/Christine-Chandler-6ecab682-9ccf-4777-940d-afa418b601b8.yml b/data/nm/legislature/Christine-Chandler-6ecab682-9ccf-4777-940d-afa418b601b8.yml
index cea4a72802..a2dfe04531 100644
--- a/data/nm/legislature/Christine-Chandler-6ecab682-9ccf-4777-940d-afa418b601b8.yml
+++ b/data/nm/legislature/Christine-Chandler-6ecab682-9ccf-4777-940d-afa418b601b8.yml
@@ -29,6 +29,7 @@ links:
 other_names:
 - name: C. Chandler
 - name: C.F. Chandler
+- name: Chandler, C.
 - name: Christine F. Chandler
 - name: Christine Chandler
 - name: Chandler, Christine
diff --git a/data/nm/legislature/Cliff-R-Pirtle-4be1cfe1-f23c-41c3-a0f1-0e366d32cc1e.yml b/data/nm/legislature/Cliff-R-Pirtle-4be1cfe1-f23c-41c3-a0f1-0e366d32cc1e.yml
index 206ed56b6d..2c7d2fe158 100644
--- a/data/nm/legislature/Cliff-R-Pirtle-4be1cfe1-f23c-41c3-a0f1-0e366d32cc1e.yml
+++ b/data/nm/legislature/Cliff-R-Pirtle-4be1cfe1-f23c-41c3-a0f1-0e366d32cc1e.yml
@@ -24,6 +24,7 @@ links:
 other_names:
 - name: C. Pirtle
 - name: C.R. Pirtle
+- name: Pirtle, C.
 - name: Cliff R. Pirtle
 - name: Pirtle, Cliff R.
 ids:
diff --git a/data/nm/legislature/Craig-W-Brandt-365e015d-5011-4126-8b07-0b0f90a949c7.yml b/data/nm/legislature/Craig-W-Brandt-365e015d-5011-4126-8b07-0b0f90a949c7.yml
index 22c68adf57..7e98ddb681 100644
--- a/data/nm/legislature/Craig-W-Brandt-365e015d-5011-4126-8b07-0b0f90a949c7.yml
+++ b/data/nm/legislature/Craig-W-Brandt-365e015d-5011-4126-8b07-0b0f90a949c7.yml
@@ -25,6 +25,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SBRAN
   note: homepage
 other_names:
+- name: Brandt, C.
 - name: C. Brandt
 - name: C.W. Brandt
 - name: Craig W. Brandt
diff --git a/data/nm/legislature/Cristina-Parajn-8819e763-061e-4f30-9828-af635428b41a.yml b/data/nm/legislature/Cristina-Parajn-8819e763-061e-4f30-9828-af635428b41a.yml
index d4a01710bc..7c151b9f81 100644
--- a/data/nm/legislature/Cristina-Parajn-8819e763-061e-4f30-9828-af635428b41a.yml
+++ b/data/nm/legislature/Cristina-Parajn-8819e763-061e-4f30-9828-af635428b41a.yml
@@ -22,6 +22,7 @@ links:
   note: homepage
 other_names:
 - name: "C. Paraj\xF3n"
+- name: "Paraj\xF3n, C."
 - name: "Paraj\xF3n, Cristina"
 sources:
 - url: https://ballotpedia.org/Cristina_Paraj%C3%B3n
diff --git a/data/nm/legislature/Crystal-R-Diamond-1ed6a003-54c1-4da3-b297-0cec8ddf4882.yml b/data/nm/legislature/Crystal-R-Diamond-1ed6a003-54c1-4da3-b297-0cec8ddf4882.yml
index 03e3eb3432..c0cb762b51 100644
--- a/data/nm/legislature/Crystal-R-Diamond-1ed6a003-54c1-4da3-b297-0cec8ddf4882.yml
+++ b/data/nm/legislature/Crystal-R-Diamond-1ed6a003-54c1-4da3-b297-0cec8ddf4882.yml
@@ -23,6 +23,7 @@ links:
   note: homepage
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SBRAC
 other_names:
+- name: Brantley, C.
 - name: C. Brantley
 - name: C.D. Brantley
 - name: Crystal Diamond Brantley
diff --git a/data/nm/legislature/Cynthia-Borrego-2e2ecadf-7236-48c5-8145-e7fea6fcd393.yml b/data/nm/legislature/Cynthia-Borrego-2e2ecadf-7236-48c5-8145-e7fea6fcd393.yml
index aea1b494ce..736c4f5c40 100644
--- a/data/nm/legislature/Cynthia-Borrego-2e2ecadf-7236-48c5-8145-e7fea6fcd393.yml
+++ b/data/nm/legislature/Cynthia-Borrego-2e2ecadf-7236-48c5-8145-e7fea6fcd393.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HBORR
   note: homepage
 other_names:
+- name: Borrego, C.
 - name: C. Borrego
 - name: C.D. Borrego
 - name: Cynthia D. Borrego
diff --git a/data/nm/legislature/D-Wonda-Johnson-69fcccf7-9cfb-4c8f-978a-c85fbd55922d.yml b/data/nm/legislature/D-Wonda-Johnson-69fcccf7-9cfb-4c8f-978a-c85fbd55922d.yml
index ac250c93c7..f60afb8d0e 100644
--- a/data/nm/legislature/D-Wonda-Johnson-69fcccf7-9cfb-4c8f-978a-c85fbd55922d.yml
+++ b/data/nm/legislature/D-Wonda-Johnson-69fcccf7-9cfb-4c8f-978a-c85fbd55922d.yml
@@ -23,8 +23,9 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HJOHD
   note: homepage
 other_names:
-- name: W. Johnson
 - name: D.W. Johnson
+- name: Johnson, W.
+- name: W. Johnson
 - name: Doreen W. Johnson
 - name: D. Wonda Johnson
 - name: Johnson, D. Wonda
diff --git a/data/nm/legislature/Daniel-A-Ivey-Soto-4fcfad95-7efe-4bea-93d0-026d28382c3d.yml b/data/nm/legislature/Daniel-A-Ivey-Soto-4fcfad95-7efe-4bea-93d0-026d28382c3d.yml
index 0e0c23fa42..bc4c62e44b 100644
--- a/data/nm/legislature/Daniel-A-Ivey-Soto-4fcfad95-7efe-4bea-93d0-026d28382c3d.yml
+++ b/data/nm/legislature/Daniel-A-Ivey-Soto-4fcfad95-7efe-4bea-93d0-026d28382c3d.yml
@@ -26,6 +26,7 @@ links:
 other_names:
 - name: D. Ivey-Soto
 - name: D.A. Ivey-Soto
+- name: Ivey-Soto, D.
 - name: Daniel A. Ivey-Soto
 - name: Ivey-Soto, Daniel A.
 ids:
diff --git a/data/nm/legislature/David-M-Gallegos-9d5296b7-b8b1-40c8-a8ce-246f719b8ff0.yml b/data/nm/legislature/David-M-Gallegos-9d5296b7-b8b1-40c8-a8ce-246f719b8ff0.yml
index b554217fe3..029f7d58de 100644
--- a/data/nm/legislature/David-M-Gallegos-9d5296b7-b8b1-40c8-a8ce-246f719b8ff0.yml
+++ b/data/nm/legislature/David-M-Gallegos-9d5296b7-b8b1-40c8-a8ce-246f719b8ff0.yml
@@ -31,6 +31,7 @@ links:
 other_names:
 - name: D. Gallegos
 - name: D.M. Gallegos
+- name: Gallegos, D.
 - name: David M. Gallegos
 - name: Gallegos, David M.
 ids:
diff --git a/data/nm/legislature/Dayan-Hochman-Vigil-124f1c82-12f1-45ab-b21e-67cc4a529d18.yml b/data/nm/legislature/Dayan-Hochman-Vigil-124f1c82-12f1-45ab-b21e-67cc4a529d18.yml
index b1d2a08efe..9ba25927f4 100644
--- a/data/nm/legislature/Dayan-Hochman-Vigil-124f1c82-12f1-45ab-b21e-67cc4a529d18.yml
+++ b/data/nm/legislature/Dayan-Hochman-Vigil-124f1c82-12f1-45ab-b21e-67cc4a529d18.yml
@@ -27,6 +27,7 @@ links:
 other_names:
 - name: D. Hochman-Vigil
 - name: D.M. Hochman-Vigil
+- name: Hochman-Vigil, D.
 - name: Dayan M. Hochman-Vigil
 - name: Dayan Hochman-Vigil
 - name: Hochman-Vigil, Dayan
diff --git a/data/nm/legislature/Debra-M-Sariana-8cb27ec7-dc78-49b1-bc3f-18ad2beb76b6.yml b/data/nm/legislature/Debra-M-Sariana-8cb27ec7-dc78-49b1-bc3f-18ad2beb76b6.yml
index ff8e445641..6a64240fcf 100644
--- a/data/nm/legislature/Debra-M-Sariana-8cb27ec7-dc78-49b1-bc3f-18ad2beb76b6.yml
+++ b/data/nm/legislature/Debra-M-Sariana-8cb27ec7-dc78-49b1-bc3f-18ad2beb76b6.yml
@@ -26,6 +26,7 @@ links:
 other_names:
 - name: "D. Sari\xF1ana"
 - name: "D.M. Sari\xF1ana"
+- name: "Sari\xF1ana, D."
 - name: "Debra M. Sari\xF1ana"
 - name: "Sari\xF1ana, Debra M."
 ids:
diff --git a/data/nm/legislature/Derrick-J-Lente-0421351b-6a8c-4731-bf93-5029d6b4feab.yml b/data/nm/legislature/Derrick-J-Lente-0421351b-6a8c-4731-bf93-5029d6b4feab.yml
index 7e6db6c0a7..281d5bc736 100644
--- a/data/nm/legislature/Derrick-J-Lente-0421351b-6a8c-4731-bf93-5029d6b4feab.yml
+++ b/data/nm/legislature/Derrick-J-Lente-0421351b-6a8c-4731-bf93-5029d6b4feab.yml
@@ -24,6 +24,7 @@ links:
 other_names:
 - name: D. Lente
 - name: D.J. Lente
+- name: Lente, D.
 - name: Derrick J. Lente
 - name: Lente, Derrick J.
 ids:
diff --git a/data/nm/legislature/Doreen-Y-Gallegos-6563f869-64f5-42fb-9707-263fee6f59dc.yml b/data/nm/legislature/Doreen-Y-Gallegos-6563f869-64f5-42fb-9707-263fee6f59dc.yml
index 50c5764093..14c015bbfd 100644
--- a/data/nm/legislature/Doreen-Y-Gallegos-6563f869-64f5-42fb-9707-263fee6f59dc.yml
+++ b/data/nm/legislature/Doreen-Y-Gallegos-6563f869-64f5-42fb-9707-263fee6f59dc.yml
@@ -22,6 +22,7 @@ links:
 other_names:
 - name: D. Gallegos
 - name: D.Y. Gallegos
+- name: Gallegos, D.
 - name: Doreen Y. Gallegos
 - name: Doreen Ybarra Gallegos
 - name: Gallegos, Doreen Y.
diff --git a/data/nm/legislature/Eleanor-Chavez-19ad7971-bfe4-49e2-bc0f-c5416df1f241.yml b/data/nm/legislature/Eleanor-Chavez-19ad7971-bfe4-49e2-bc0f-c5416df1f241.yml
index 8f25c1c9c4..c9d26f357d 100644
--- a/data/nm/legislature/Eleanor-Chavez-19ad7971-bfe4-49e2-bc0f-c5416df1f241.yml
+++ b/data/nm/legislature/Eleanor-Chavez-19ad7971-bfe4-49e2-bc0f-c5416df1f241.yml
@@ -24,6 +24,7 @@ links:
   note: homepage
 - url: https://www.nmlegis.gov/members/Legislator?SponCode=HCHAL
 other_names:
+- name: "Ch\xE1vez, E."
 - name: "E. Ch\xE1vez"
 - name: Eleanor Chavez
 - name: "Ch\xE1vez, Eleanor"
diff --git a/data/nm/legislature/Eliseo-Lee-Alcon-f4e26ecc-9ede-40ac-9b72-51cc2ac62f85.yml b/data/nm/legislature/Eliseo-Lee-Alcon-f4e26ecc-9ede-40ac-9b72-51cc2ac62f85.yml
index f0ee760959..088a87f806 100644
--- a/data/nm/legislature/Eliseo-Lee-Alcon-f4e26ecc-9ede-40ac-9b72-51cc2ac62f85.yml
+++ b/data/nm/legislature/Eliseo-Lee-Alcon-f4e26ecc-9ede-40ac-9b72-51cc2ac62f85.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HALCO
   note: homepage
 other_names:
+- name: Alcon, E.
 - name: E. Alcon
 - name: E.L. Alcon
 - name: Eliseo L. Alcon
diff --git a/data/nm/legislature/Elizabeth-Liz-Stefanics-1ed4e059-94c6-4404-b28e-0dc572112d03.yml b/data/nm/legislature/Elizabeth-Liz-Stefanics-1ed4e059-94c6-4404-b28e-0dc572112d03.yml
index 114d9db36d..15b61ecee3 100644
--- a/data/nm/legislature/Elizabeth-Liz-Stefanics-1ed4e059-94c6-4404-b28e-0dc572112d03.yml
+++ b/data/nm/legislature/Elizabeth-Liz-Stefanics-1ed4e059-94c6-4404-b28e-0dc572112d03.yml
@@ -26,8 +26,9 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SSTEF
   note: homepage
 other_names:
-- name: L. Stefanics
 - name: E.T. Stefanics
+- name: L. Stefanics
+- name: Stefanics, L.
 - name: Elizabeth T. Stefanics
 - name: Liz T. Stefanics
 - name: Elizabeth "Liz" Stefanics
diff --git a/data/nm/legislature/Elizabeth-Liz-Thomson-13ad8eb1-a64f-4a08-8c68-a1488466128f.yml b/data/nm/legislature/Elizabeth-Liz-Thomson-13ad8eb1-a64f-4a08-8c68-a1488466128f.yml
index 6cb16c86a8..2ed02f2e18 100644
--- a/data/nm/legislature/Elizabeth-Liz-Thomson-13ad8eb1-a64f-4a08-8c68-a1488466128f.yml
+++ b/data/nm/legislature/Elizabeth-Liz-Thomson-13ad8eb1-a64f-4a08-8c68-a1488466128f.yml
@@ -22,8 +22,9 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HTHOE
   note: homepage
 other_names:
-- name: L. Thomson
 - name: E.L. Thomson
+- name: L. Thomson
+- name: Thomson, L.
 - name: Elizabeth L. Thomson
 - name: Elizabeth "Liz" Thomson
 - name: Thomson, Elizabeth "Liz"
diff --git a/data/nm/legislature/G-Andrs-Romero-5cf6976d-e616-4579-a194-ec3c37260ebd.yml b/data/nm/legislature/G-Andrs-Romero-5cf6976d-e616-4579-a194-ec3c37260ebd.yml
index 5c8d4cc2cd..eebc8f7b8d 100644
--- a/data/nm/legislature/G-Andrs-Romero-5cf6976d-e616-4579-a194-ec3c37260ebd.yml
+++ b/data/nm/legislature/G-Andrs-Romero-5cf6976d-e616-4579-a194-ec3c37260ebd.yml
@@ -25,6 +25,7 @@ links:
 other_names:
 - name: A. Romero
 - name: G.A. Romero
+- name: Romero, A.
 - name: Gregorio A. Romero
 - name: "G. Andr\xE9s Romero"
 - name: "Romero, G. Andr\xE9s"
diff --git a/data/nm/legislature/Gail-Armstrong-9564298b-dc55-4037-8205-5eca1c2063dc.yml b/data/nm/legislature/Gail-Armstrong-9564298b-dc55-4037-8205-5eca1c2063dc.yml
index edccb628c8..c4765e2c20 100644
--- a/data/nm/legislature/Gail-Armstrong-9564298b-dc55-4037-8205-5eca1c2063dc.yml
+++ b/data/nm/legislature/Gail-Armstrong-9564298b-dc55-4037-8205-5eca1c2063dc.yml
@@ -23,6 +23,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HARMG
   note: homepage
 other_names:
+- name: Armstrong, G.
 - name: G. Armstrong
 - name: Armstrong, Gail
 ids:
diff --git a/data/nm/legislature/Gail-Chasey-addccb03-54fe-4f51-8720-43be8fc3b668.yml b/data/nm/legislature/Gail-Chasey-addccb03-54fe-4f51-8720-43be8fc3b668.yml
index 0420cc3d03..451663f1c5 100644
--- a/data/nm/legislature/Gail-Chasey-addccb03-54fe-4f51-8720-43be8fc3b668.yml
+++ b/data/nm/legislature/Gail-Chasey-addccb03-54fe-4f51-8720-43be8fc3b668.yml
@@ -21,6 +21,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HCHAS
   note: homepage
 other_names:
+- name: Chasey, G.
 - name: G. Chasey
 - name: Chasey, Gail
 ids:
diff --git a/data/nm/legislature/George-K-Munoz-b4c20aea-b56c-4a19-a89a-788c53d995d7.yml b/data/nm/legislature/George-K-Munoz-b4c20aea-b56c-4a19-a89a-788c53d995d7.yml
index 669d7f779b..ff88a82013 100644
--- a/data/nm/legislature/George-K-Munoz-b4c20aea-b56c-4a19-a89a-788c53d995d7.yml
+++ b/data/nm/legislature/George-K-Munoz-b4c20aea-b56c-4a19-a89a-788c53d995d7.yml
@@ -24,6 +24,7 @@ links:
 other_names:
 - name: "G. Mu\xF1oz"
 - name: "G.K. Mu\xF1oz"
+- name: "Mu\xF1oz, G."
 - name: "George K. Mu\xF1oz"
 - name: George K. Munoz
 - name: "Mu\xF1oz, George K."
diff --git a/data/nm/legislature/Gerald-Ortiz-y-Pino-f2ef9d8b-fed9-43d3-a1e3-ac5a20d59265.yml b/data/nm/legislature/Gerald-Ortiz-y-Pino-f2ef9d8b-fed9-43d3-a1e3-ac5a20d59265.yml
index a16afafa43..19b89a6c68 100644
--- a/data/nm/legislature/Gerald-Ortiz-y-Pino-f2ef9d8b-fed9-43d3-a1e3-ac5a20d59265.yml
+++ b/data/nm/legislature/Gerald-Ortiz-y-Pino-f2ef9d8b-fed9-43d3-a1e3-ac5a20d59265.yml
@@ -23,8 +23,9 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SORTI
   note: homepage
 other_names:
-- name: J. Ortiz y Pino
 - name: G.P. Ortiz y Pino
+- name: J. Ortiz y Pino
+- name: Ortiz y Pino, J.
 - name: Gerald P. Ortiz y Pino
 - name: Gerald Ortiz y Pino
 - name: Ortiz y Pino, Gerald
diff --git a/data/nm/legislature/Greg-Nibert-79e71401-1fce-49bc-84cf-4e4449a9a696.yml b/data/nm/legislature/Greg-Nibert-79e71401-1fce-49bc-84cf-4e4449a9a696.yml
index d2fea984b0..dbe579a488 100644
--- a/data/nm/legislature/Greg-Nibert-79e71401-1fce-49bc-84cf-4e4449a9a696.yml
+++ b/data/nm/legislature/Greg-Nibert-79e71401-1fce-49bc-84cf-4e4449a9a696.yml
@@ -31,6 +31,7 @@ links:
 other_names:
 - name: G. Nibert
 - name: G.J. Nibert
+- name: Nibert, G.
 - name: Greg J. Nibert
 - name: Nibert, Greg
 other_identifiers:
diff --git a/data/nm/legislature/Gregg-Schmedes-de331065-d830-4877-a31d-25c6c20784cd.yml b/data/nm/legislature/Gregg-Schmedes-de331065-d830-4877-a31d-25c6c20784cd.yml
index 34c8bdfaf4..94462ce980 100644
--- a/data/nm/legislature/Gregg-Schmedes-de331065-d830-4877-a31d-25c6c20784cd.yml
+++ b/data/nm/legislature/Gregg-Schmedes-de331065-d830-4877-a31d-25c6c20784cd.yml
@@ -28,6 +28,7 @@ links:
   note: homepage
 other_names:
 - name: G. Schmedes
+- name: Schmedes, G.
 - name: Schmedes, Gregg
 ids:
   twitter: gwschmedes
diff --git a/data/nm/legislature/Gregory-A-Baca-33fb337d-0a2f-4a2c-9018-dcb6760917aa.yml b/data/nm/legislature/Gregory-A-Baca-33fb337d-0a2f-4a2c-9018-dcb6760917aa.yml
index ec5e66b114..b225701a71 100644
--- a/data/nm/legislature/Gregory-A-Baca-33fb337d-0a2f-4a2c-9018-dcb6760917aa.yml
+++ b/data/nm/legislature/Gregory-A-Baca-33fb337d-0a2f-4a2c-9018-dcb6760917aa.yml
@@ -25,6 +25,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SBACA
   note: homepage
 other_names:
+- name: Baca, G.
 - name: G. Baca
 - name: G.A. Baca
 - name: Greg A. Baca
diff --git a/data/nm/legislature/Harlan-Vincent-e7e8e973-411b-45fd-8fd7-7e4ea7d9f1be.yml b/data/nm/legislature/Harlan-Vincent-e7e8e973-411b-45fd-8fd7-7e4ea7d9f1be.yml
index c907717f3f..3885710613 100644
--- a/data/nm/legislature/Harlan-Vincent-e7e8e973-411b-45fd-8fd7-7e4ea7d9f1be.yml
+++ b/data/nm/legislature/Harlan-Vincent-e7e8e973-411b-45fd-8fd7-7e4ea7d9f1be.yml
@@ -24,6 +24,7 @@ links:
 other_names:
 - name: H. Vincent
 - name: H.H. Vincent
+- name: Vincent, H.
 - name: Harlan H. Vincent
 - name: Vincent, Harlan
 sources:
diff --git a/data/nm/legislature/Harold-Pope-Jr-713e2881-4ecb-4d66-9bd3-6422c898df91.yml b/data/nm/legislature/Harold-Pope-Jr-713e2881-4ecb-4d66-9bd3-6422c898df91.yml
index c4b4db9f21..b652d009b0 100644
--- a/data/nm/legislature/Harold-Pope-Jr-713e2881-4ecb-4d66-9bd3-6422c898df91.yml
+++ b/data/nm/legislature/Harold-Pope-Jr-713e2881-4ecb-4d66-9bd3-6422c898df91.yml
@@ -23,6 +23,7 @@ links:
   note: homepage
 other_names:
 - name: H. Pope
+- name: Pope, H.
 - name: Harold Pope, Jr.
 - name: Pope, Harold
 sources:
diff --git a/data/nm/legislature/Harry-Garcia-784596bc-1498-4999-a367-5a705d286085.yml b/data/nm/legislature/Harry-Garcia-784596bc-1498-4999-a367-5a705d286085.yml
index 0a1686173f..89ca556b47 100644
--- a/data/nm/legislature/Harry-Garcia-784596bc-1498-4999-a367-5a705d286085.yml
+++ b/data/nm/legislature/Harry-Garcia-784596bc-1498-4999-a367-5a705d286085.yml
@@ -22,9 +22,9 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HGAHA
   note: homepage
 other_names:
+- name: Garcia, H.
 - name: H. Garcia
 - name: Garcia, Harry
-- name: Garcia, H.
 ids:
   facebook: harrygarciafornm
 other_identifiers:
diff --git a/data/nm/legislature/Jack-Chatfield-c41b373a-7376-4084-b0de-3648cfce9b05.yml b/data/nm/legislature/Jack-Chatfield-c41b373a-7376-4084-b0de-3648cfce9b05.yml
index 73a841c68d..fbee295b74 100644
--- a/data/nm/legislature/Jack-Chatfield-c41b373a-7376-4084-b0de-3648cfce9b05.yml
+++ b/data/nm/legislature/Jack-Chatfield-c41b373a-7376-4084-b0de-3648cfce9b05.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HCHAT
   note: homepage
 other_names:
+- name: Chatfield, J.
 - name: J. Chatfield
 - name: Chatfield, Jack
 ids:
diff --git a/data/nm/legislature/James-G-Townsend-667a8a3c-dbe9-4aba-b768-e90be503df88.yml b/data/nm/legislature/James-G-Townsend-667a8a3c-dbe9-4aba-b768-e90be503df88.yml
index f0939051af..9cc690109e 100644
--- a/data/nm/legislature/James-G-Townsend-667a8a3c-dbe9-4aba-b768-e90be503df88.yml
+++ b/data/nm/legislature/James-G-Townsend-667a8a3c-dbe9-4aba-b768-e90be503df88.yml
@@ -26,6 +26,7 @@ links:
 other_names:
 - name: J. Townsend
 - name: J.G. Townsend
+- name: Townsend, J.
 - name: James G. Townsend
 - name: Townsend, James G.
 ids:
diff --git a/data/nm/legislature/Janelle-Anyanonu-bc8985ad-c6e6-42cd-b2d5-30688e4616a1.yml b/data/nm/legislature/Janelle-Anyanonu-bc8985ad-c6e6-42cd-b2d5-30688e4616a1.yml
index bd0ba1d543..84418f04bd 100644
--- a/data/nm/legislature/Janelle-Anyanonu-bc8985ad-c6e6-42cd-b2d5-30688e4616a1.yml
+++ b/data/nm/legislature/Janelle-Anyanonu-bc8985ad-c6e6-42cd-b2d5-30688e4616a1.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HANYA
   note: homepage
 other_names:
+- name: Anyanonu, J.
 - name: J. Anyanonu
 - name: Anyanonu, Janelle
 sources:
diff --git a/data/nm/legislature/Jared-Hembree-26073faf-c6db-4e86-9ab8-0137d1a872c6.yml b/data/nm/legislature/Jared-Hembree-26073faf-c6db-4e86-9ab8-0137d1a872c6.yml
index 24932eeab9..41571c9e29 100644
--- a/data/nm/legislature/Jared-Hembree-26073faf-c6db-4e86-9ab8-0137d1a872c6.yml
+++ b/data/nm/legislature/Jared-Hembree-26073faf-c6db-4e86-9ab8-0137d1a872c6.yml
@@ -20,6 +20,7 @@ offices:
 links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HHEMB
 other_names:
+- name: Hembree, J.
 - name: J. Hembree
 - name: J.A. Hembree
 - name: Jared A. Hembree
diff --git a/data/nm/legislature/Jason-C-Harper-3b21d42c-0ba5-4c02-b4bc-e1490c4ce453.yml b/data/nm/legislature/Jason-C-Harper-3b21d42c-0ba5-4c02-b4bc-e1490c4ce453.yml
index b4734c5df7..d08909d0fb 100644
--- a/data/nm/legislature/Jason-C-Harper-3b21d42c-0ba5-4c02-b4bc-e1490c4ce453.yml
+++ b/data/nm/legislature/Jason-C-Harper-3b21d42c-0ba5-4c02-b4bc-e1490c4ce453.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HHARP
   note: homepage
 other_names:
+- name: Harper, J.
 - name: J. Harper
 - name: J.C. Harper
 - name: Jason C. Harper
diff --git a/data/nm/legislature/Javier-Martnez-221a42af-f54f-4e66-b648-9b0028165595.yml b/data/nm/legislature/Javier-Martnez-221a42af-f54f-4e66-b648-9b0028165595.yml
index 10e3291fd3..50e71662d6 100644
--- a/data/nm/legislature/Javier-Martnez-221a42af-f54f-4e66-b648-9b0028165595.yml
+++ b/data/nm/legislature/Javier-Martnez-221a42af-f54f-4e66-b648-9b0028165595.yml
@@ -24,8 +24,8 @@ links:
 other_names:
 - name: "J. Mart\xEDnez"
 - name: "J.I. Mart\xEDnez"
-- name: "Mart\xEDnez, Javier"
 - name: "Mart\xEDnez, J."
+- name: "Mart\xEDnez, Javier"
 ids:
   twitter: javierfornm
   instagram: javierfornm
diff --git a/data/nm/legislature/Jeff-Steinborn-601202fc-f916-4be1-ae20-8c437293817e.yml b/data/nm/legislature/Jeff-Steinborn-601202fc-f916-4be1-ae20-8c437293817e.yml
index def187db7c..4c2358d8d0 100644
--- a/data/nm/legislature/Jeff-Steinborn-601202fc-f916-4be1-ae20-8c437293817e.yml
+++ b/data/nm/legislature/Jeff-Steinborn-601202fc-f916-4be1-ae20-8c437293817e.yml
@@ -30,6 +30,7 @@ links:
   note: homepage
 other_names:
 - name: J. Steinborn
+- name: Steinborn, J.
 - name: Jeffery Steinborn
 - name: Steinborn, Jeff
 ids:
diff --git a/data/nm/legislature/Jenifer-Jones-6968fa09-cbf8-42a5-a5a6-132b0b663103.yml b/data/nm/legislature/Jenifer-Jones-6968fa09-cbf8-42a5-a5a6-132b0b663103.yml
index f643094b9a..99ea181369 100644
--- a/data/nm/legislature/Jenifer-Jones-6968fa09-cbf8-42a5-a5a6-132b0b663103.yml
+++ b/data/nm/legislature/Jenifer-Jones-6968fa09-cbf8-42a5-a5a6-132b0b663103.yml
@@ -24,6 +24,7 @@ links:
 other_names:
 - name: J. Jones
 - name: J.M. Jones
+- name: Jones, J.
 - name: Jenifer M. Jones
 - name: Jenifer Marie Jones
 - name: Jones, Jenifer
diff --git a/data/nm/legislature/Jimmy-Mason-d92a32b1-e3ef-43d7-8e63-c24e59c52b3d.yml b/data/nm/legislature/Jimmy-Mason-d92a32b1-e3ef-43d7-8e63-c24e59c52b3d.yml
index 843a02ea84..f3187d00ce 100644
--- a/data/nm/legislature/Jimmy-Mason-d92a32b1-e3ef-43d7-8e63-c24e59c52b3d.yml
+++ b/data/nm/legislature/Jimmy-Mason-d92a32b1-e3ef-43d7-8e63-c24e59c52b3d.yml
@@ -24,6 +24,7 @@ links:
 other_names:
 - name: J. Mason
 - name: J.G. Mason
+- name: Mason, J.
 - name: Jimmy G. Mason
 - name: Jimmy Mason
 - name: Mason, Jimmy G.
diff --git a/data/nm/legislature/Joanne-J-Ferrary-05309266-c7a0-455b-94f2-ebf1d436daff.yml b/data/nm/legislature/Joanne-J-Ferrary-05309266-c7a0-455b-94f2-ebf1d436daff.yml
index a967b2e6d0..9629401eeb 100644
--- a/data/nm/legislature/Joanne-J-Ferrary-05309266-c7a0-455b-94f2-ebf1d436daff.yml
+++ b/data/nm/legislature/Joanne-J-Ferrary-05309266-c7a0-455b-94f2-ebf1d436daff.yml
@@ -23,6 +23,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HFERJ
   note: homepage
 other_names:
+- name: Ferrary, J.
 - name: J. Ferrary
 - name: J.J. Ferrary
 - name: Joanne J. Ferrary
diff --git a/data/nm/legislature/John-Block-fd2e3bdc-3ca7-495c-b853-8a4db020e4d0.yml b/data/nm/legislature/John-Block-fd2e3bdc-3ca7-495c-b853-8a4db020e4d0.yml
index e231742d5e..dcb9931c78 100644
--- a/data/nm/legislature/John-Block-fd2e3bdc-3ca7-495c-b853-8a4db020e4d0.yml
+++ b/data/nm/legislature/John-Block-fd2e3bdc-3ca7-495c-b853-8a4db020e4d0.yml
@@ -23,6 +23,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HBLOC
   note: homepage
 other_names:
+- name: Block, J.
 - name: J. Block
 - name: J.P. Block
 - name: John P. Block
diff --git a/data/nm/legislature/Joseph-Cervantes-14f0186e-bf9b-46aa-aa00-1ccc8f58490b.yml b/data/nm/legislature/Joseph-Cervantes-14f0186e-bf9b-46aa-aa00-1ccc8f58490b.yml
index d2e3e3f7ed..b3c2dfaeea 100644
--- a/data/nm/legislature/Joseph-Cervantes-14f0186e-bf9b-46aa-aa00-1ccc8f58490b.yml
+++ b/data/nm/legislature/Joseph-Cervantes-14f0186e-bf9b-46aa-aa00-1ccc8f58490b.yml
@@ -23,6 +23,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SCERV
   note: homepage
 other_names:
+- name: Cervantes, J.
 - name: J. Cervantes
 - name: Joseph Cervantes
 - name: Cervantes, Joseph
diff --git a/data/nm/legislature/Joseph-L-Sanchez-0ed175a3-3c71-4b42-bf53-9435d0f93f52.yml b/data/nm/legislature/Joseph-L-Sanchez-0ed175a3-3c71-4b42-bf53-9435d0f93f52.yml
index e92af9f4aa..66454e70f8 100644
--- a/data/nm/legislature/Joseph-L-Sanchez-0ed175a3-3c71-4b42-bf53-9435d0f93f52.yml
+++ b/data/nm/legislature/Joseph-L-Sanchez-0ed175a3-3c71-4b42-bf53-9435d0f93f52.yml
@@ -26,6 +26,7 @@ links:
 other_names:
 - name: J. Sanchez
 - name: J.L. Sanchez
+- name: Sanchez, J.
 - name: Joseph L. Sanchez
 - name: Joseph Louis Sanchez
 - name: Sanchez, Joseph
diff --git a/data/nm/legislature/Joshua-A-Sanchez-82528266-9d6a-4fb3-854e-be9ab6a549b7.yml b/data/nm/legislature/Joshua-A-Sanchez-82528266-9d6a-4fb3-854e-be9ab6a549b7.yml
index 9752a94449..b7573ed2a3 100644
--- a/data/nm/legislature/Joshua-A-Sanchez-82528266-9d6a-4fb3-854e-be9ab6a549b7.yml
+++ b/data/nm/legislature/Joshua-A-Sanchez-82528266-9d6a-4fb3-854e-be9ab6a549b7.yml
@@ -24,6 +24,7 @@ links:
 other_names:
 - name: J. Sanchez
 - name: J.A. Sanchez
+- name: Sanchez, J.
 - name: Joshua A. Sanchez
 - name: Joshua Adolf Sanchez
 - name: Sanchez, Joshua A.
diff --git a/data/nm/legislature/Joshua-Hernandez-71b8feb5-0bbd-45bd-9b25-c6dc7642962b.yml b/data/nm/legislature/Joshua-Hernandez-71b8feb5-0bbd-45bd-9b25-c6dc7642962b.yml
index 028c47d871..6c2a3aa506 100644
--- a/data/nm/legislature/Joshua-Hernandez-71b8feb5-0bbd-45bd-9b25-c6dc7642962b.yml
+++ b/data/nm/legislature/Joshua-Hernandez-71b8feb5-0bbd-45bd-9b25-c6dc7642962b.yml
@@ -23,6 +23,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HHERN
   note: homepage
 other_names:
+- name: Hernandez, J.
 - name: J. Hernandez
 - name: J.N. Hernandez
 - name: Joshua N. Hernandez
diff --git a/data/nm/legislature/Joy-Garratt-930a9ffb-d292-49d5-8c43-c42bdab290ff.yml b/data/nm/legislature/Joy-Garratt-930a9ffb-d292-49d5-8c43-c42bdab290ff.yml
index f6e6e1001c..76e131c1e0 100644
--- a/data/nm/legislature/Joy-Garratt-930a9ffb-d292-49d5-8c43-c42bdab290ff.yml
+++ b/data/nm/legislature/Joy-Garratt-930a9ffb-d292-49d5-8c43-c42bdab290ff.yml
@@ -25,6 +25,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HGARR
   note: homepage
 other_names:
+- name: Garratt, J.
 - name: J. Garratt
 - name: J.I. Garratt
 - name: Joy I. Garratt
diff --git a/data/nm/legislature/Kathleen-Cates-73fc9839-619a-4ad5-bbbd-dfaf7f308e09.yml b/data/nm/legislature/Kathleen-Cates-73fc9839-619a-4ad5-bbbd-dfaf7f308e09.yml
index 05adbe6ac6..1b558cd08a 100644
--- a/data/nm/legislature/Kathleen-Cates-73fc9839-619a-4ad5-bbbd-dfaf7f308e09.yml
+++ b/data/nm/legislature/Kathleen-Cates-73fc9839-619a-4ad5-bbbd-dfaf7f308e09.yml
@@ -20,6 +20,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HCATE
   note: homepage
 other_names:
+- name: Cates, K.
 - name: K. Cates
 - name: Cates, Kathleen
 sources:
diff --git a/data/nm/legislature/Katy-M-Duhigg-cce76180-bf09-413a-9d9d-1cc8ae7cf2db.yml b/data/nm/legislature/Katy-M-Duhigg-cce76180-bf09-413a-9d9d-1cc8ae7cf2db.yml
index 74fa7dded6..cc10b9b001 100644
--- a/data/nm/legislature/Katy-M-Duhigg-cce76180-bf09-413a-9d9d-1cc8ae7cf2db.yml
+++ b/data/nm/legislature/Katy-M-Duhigg-cce76180-bf09-413a-9d9d-1cc8ae7cf2db.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SDUHI
   note: homepage
 other_names:
+- name: Duhigg, K.
 - name: K. Duhigg
 - name: K.M. Duhigg
 - name: Katy M. Duhigg
diff --git a/data/nm/legislature/Kristina-Ortez-0dd8a8ff-99c5-4d1a-90fb-3b74398a4141.yml b/data/nm/legislature/Kristina-Ortez-0dd8a8ff-99c5-4d1a-90fb-3b74398a4141.yml
index 53c85a9617..fa4c58784e 100644
--- a/data/nm/legislature/Kristina-Ortez-0dd8a8ff-99c5-4d1a-90fb-3b74398a4141.yml
+++ b/data/nm/legislature/Kristina-Ortez-0dd8a8ff-99c5-4d1a-90fb-3b74398a4141.yml
@@ -23,6 +23,7 @@ links:
   note: homepage
 other_names:
 - name: K. Ortez
+- name: Ortez, K.
 - name: Ortez, Kristina
 sources:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HORTE
diff --git a/data/nm/legislature/Larry-R-Scott-febbd8f4-a85e-476c-b96f-52f4f759f8c7.yml b/data/nm/legislature/Larry-R-Scott-febbd8f4-a85e-476c-b96f-52f4f759f8c7.yml
index 2ae22c2beb..4ee26b30ab 100644
--- a/data/nm/legislature/Larry-R-Scott-febbd8f4-a85e-476c-b96f-52f4f759f8c7.yml
+++ b/data/nm/legislature/Larry-R-Scott-febbd8f4-a85e-476c-b96f-52f4f759f8c7.yml
@@ -25,6 +25,7 @@ links:
 other_names:
 - name: L. Scott
 - name: L.R. Scott
+- name: Scott, L.
 - name: Larry R. Scott
 - name: Larry Ray Scott
 - name: Scott, Larry R.
diff --git a/data/nm/legislature/Leo-Jaramillo-9b0d6912-d333-4ae7-b626-ce643099a43d.yml b/data/nm/legislature/Leo-Jaramillo-9b0d6912-d333-4ae7-b626-ce643099a43d.yml
index 900685bb40..deefa97471 100644
--- a/data/nm/legislature/Leo-Jaramillo-9b0d6912-d333-4ae7-b626-ce643099a43d.yml
+++ b/data/nm/legislature/Leo-Jaramillo-9b0d6912-d333-4ae7-b626-ce643099a43d.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SJARA
   note: homepage
 other_names:
+- name: Jaramillo, L.
 - name: L. Jaramillo
 - name: L.V. Jaramillo
 - name: Leo V. Jaramillo
diff --git a/data/nm/legislature/Linda-M-Lopez-ecc60fc8-8598-4650-8a55-6e91d24e991e.yml b/data/nm/legislature/Linda-M-Lopez-ecc60fc8-8598-4650-8a55-6e91d24e991e.yml
index 7f89afb1d8..0bd77adea9 100644
--- a/data/nm/legislature/Linda-M-Lopez-ecc60fc8-8598-4650-8a55-6e91d24e991e.yml
+++ b/data/nm/legislature/Linda-M-Lopez-ecc60fc8-8598-4650-8a55-6e91d24e991e.yml
@@ -27,6 +27,7 @@ links:
 other_names:
 - name: "L. L\xF3pez"
 - name: "L.M. L\xF3pez"
+- name: "L\xF3pez, L."
 - name: "Linda M. L\xF3pez"
 - name: "L\xF3pez, Linda M."
 - name: Lopez, Linda M.
diff --git a/data/nm/legislature/Linda-Serrato-570bb94a-0500-44de-8983-ca259e0d4a60.yml b/data/nm/legislature/Linda-Serrato-570bb94a-0500-44de-8983-ca259e0d4a60.yml
index 07bbee0a1e..fddc164183 100644
--- a/data/nm/legislature/Linda-Serrato-570bb94a-0500-44de-8983-ca259e0d4a60.yml
+++ b/data/nm/legislature/Linda-Serrato-570bb94a-0500-44de-8983-ca259e0d4a60.yml
@@ -24,6 +24,7 @@ links:
 other_names:
 - name: L. Serrato
 - name: L.M. Serrato
+- name: Serrato, L.
 - name: Linda M. Serrato
 - name: Linda Michelle Serrato
 - name: Serrato, Linda
diff --git a/data/nm/legislature/Luis-M-Terrazas-6f02eec7-0afe-4f15-ad56-653148da00c0.yml b/data/nm/legislature/Luis-M-Terrazas-6f02eec7-0afe-4f15-ad56-653148da00c0.yml
index f81fb809e4..18e8721a7e 100644
--- a/data/nm/legislature/Luis-M-Terrazas-6f02eec7-0afe-4f15-ad56-653148da00c0.yml
+++ b/data/nm/legislature/Luis-M-Terrazas-6f02eec7-0afe-4f15-ad56-653148da00c0.yml
@@ -24,6 +24,7 @@ links:
 other_names:
 - name: L. Terrazas
 - name: L.M. Terrazas
+- name: Terrazas, L.
 - name: Luis M. Terrazas
 - name: Terrazas, Luis M.
 sources:
diff --git a/data/nm/legislature/Marian-Matthews-c2fb0283-189c-4b0c-9d99-7b70d2f62c40.yml b/data/nm/legislature/Marian-Matthews-c2fb0283-189c-4b0c-9d99-7b70d2f62c40.yml
index 2eca0dfd64..78666e3e9e 100644
--- a/data/nm/legislature/Marian-Matthews-c2fb0283-189c-4b0c-9d99-7b70d2f62c40.yml
+++ b/data/nm/legislature/Marian-Matthews-c2fb0283-189c-4b0c-9d99-7b70d2f62c40.yml
@@ -25,6 +25,7 @@ links:
   note: homepage
 other_names:
 - name: M. Matthews
+- name: Matthews, M.
 - name: Matthews, Marian
 ids:
   twitter: Hd27Marian
diff --git a/data/nm/legislature/Mark-Duncan-aa8f331c-d541-4acd-b025-e218e01764e2.yml b/data/nm/legislature/Mark-Duncan-aa8f331c-d541-4acd-b025-e218e01764e2.yml
index 6be1609c29..cb36326470 100644
--- a/data/nm/legislature/Mark-Duncan-aa8f331c-d541-4acd-b025-e218e01764e2.yml
+++ b/data/nm/legislature/Mark-Duncan-aa8f331c-d541-4acd-b025-e218e01764e2.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HDUNC
   note: homepage
 other_names:
+- name: Duncan, M.
 - name: M. Duncan
 - name: P.M. Duncan
 - name: Duncan, Mark
diff --git a/data/nm/legislature/Mark-Moores-0024fecf-b002-4f60-b3ab-57ebb1944de0.yml b/data/nm/legislature/Mark-Moores-0024fecf-b002-4f60-b3ab-57ebb1944de0.yml
index b6e653c0c3..e0df5b8c9a 100644
--- a/data/nm/legislature/Mark-Moores-0024fecf-b002-4f60-b3ab-57ebb1944de0.yml
+++ b/data/nm/legislature/Mark-Moores-0024fecf-b002-4f60-b3ab-57ebb1944de0.yml
@@ -27,6 +27,7 @@ links:
 other_names:
 - name: M. Moores
 - name: M.D. Moores
+- name: Moores, M.
 - name: Mark D. Moores
 - name: Mark David Moores
 - name: Moores, Mark
diff --git a/data/nm/legislature/Martin-Hickey-88fd357f-3fb1-4c2b-b49b-555231011c46.yml b/data/nm/legislature/Martin-Hickey-88fd357f-3fb1-4c2b-b49b-555231011c46.yml
index f89cd6fad7..d48c49bb92 100644
--- a/data/nm/legislature/Martin-Hickey-88fd357f-3fb1-4c2b-b49b-555231011c46.yml
+++ b/data/nm/legislature/Martin-Hickey-88fd357f-3fb1-4c2b-b49b-555231011c46.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SHICK
   note: homepage
 other_names:
+- name: Hickey, M.
 - name: M. Hickey
 - name: Hickey, Martin
 sources:
diff --git a/data/nm/legislature/Martin-R-Zamora-dc968f82-503e-4246-9124-b880fd6ae3ae.yml b/data/nm/legislature/Martin-R-Zamora-dc968f82-503e-4246-9124-b880fd6ae3ae.yml
index 65e4bcbe85..b252bc898f 100644
--- a/data/nm/legislature/Martin-R-Zamora-dc968f82-503e-4246-9124-b880fd6ae3ae.yml
+++ b/data/nm/legislature/Martin-R-Zamora-dc968f82-503e-4246-9124-b880fd6ae3ae.yml
@@ -25,6 +25,7 @@ links:
 other_names:
 - name: M. Zamora
 - name: M.R. Zamora
+- name: Zamora, M.
 - name: Martin R. Zamora
 - name: Martin Ruben Zamora
 - name: Zamora, Martin R.
diff --git a/data/nm/legislature/Matthew-McQueen-e3affc46-1790-48ba-ae36-5c00473d6c35.yml b/data/nm/legislature/Matthew-McQueen-e3affc46-1790-48ba-ae36-5c00473d6c35.yml
index 664bfab8c1..84bd59659a 100644
--- a/data/nm/legislature/Matthew-McQueen-e3affc46-1790-48ba-ae36-5c00473d6c35.yml
+++ b/data/nm/legislature/Matthew-McQueen-e3affc46-1790-48ba-ae36-5c00473d6c35.yml
@@ -25,6 +25,7 @@ links:
   note: homepage
 other_names:
 - name: M. McQueen
+- name: McQueen, M.
 - name: McQueen, Matthew
 ids:
   twitter: mcqueenfornm
diff --git a/data/nm/legislature/Meredith-A-Dixon-ac49b3cf-9fb8-4fa1-af55-4b35a6570c87.yml b/data/nm/legislature/Meredith-A-Dixon-ac49b3cf-9fb8-4fa1-af55-4b35a6570c87.yml
index fd65c391f1..fa67ea91fd 100644
--- a/data/nm/legislature/Meredith-A-Dixon-ac49b3cf-9fb8-4fa1-af55-4b35a6570c87.yml
+++ b/data/nm/legislature/Meredith-A-Dixon-ac49b3cf-9fb8-4fa1-af55-4b35a6570c87.yml
@@ -23,6 +23,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HDIXO
   note: homepage
 other_names:
+- name: Dixon, M.
 - name: M. Dixon
 - name: M.A. Dixon
 - name: Meredith A. Dixon
diff --git a/data/nm/legislature/Micaela-Lara-Cadena-5b9af862-0f9f-42b2-a694-f80055129d6c.yml b/data/nm/legislature/Micaela-Lara-Cadena-5b9af862-0f9f-42b2-a694-f80055129d6c.yml
index 0e704447cb..5d69d58105 100644
--- a/data/nm/legislature/Micaela-Lara-Cadena-5b9af862-0f9f-42b2-a694-f80055129d6c.yml
+++ b/data/nm/legislature/Micaela-Lara-Cadena-5b9af862-0f9f-42b2-a694-f80055129d6c.yml
@@ -24,6 +24,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HCADA
   note: homepage
 other_names:
+- name: Cadena, M.
 - name: M. Cadena
 - name: M.L. Cadena
 - name: Micaela L. Cadena
diff --git a/data/nm/legislature/Michael-Padilla-ce888eff-62f5-41c0-9114-651c43f77aba.yml b/data/nm/legislature/Michael-Padilla-ce888eff-62f5-41c0-9114-651c43f77aba.yml
index 7f9dbab8ec..e4cd336568 100644
--- a/data/nm/legislature/Michael-Padilla-ce888eff-62f5-41c0-9114-651c43f77aba.yml
+++ b/data/nm/legislature/Michael-Padilla-ce888eff-62f5-41c0-9114-651c43f77aba.yml
@@ -26,6 +26,7 @@ links:
   note: homepage
 other_names:
 - name: M. Padilla
+- name: Padilla, M.
 - name: Padilla, Michael
 ids:
   twitter: SenPadilla
diff --git a/data/nm/legislature/Miguel-P-Garcia-3363aa83-2490-4631-b04b-9a52fdbad14b.yml b/data/nm/legislature/Miguel-P-Garcia-3363aa83-2490-4631-b04b-9a52fdbad14b.yml
index 6c81db1913..3721884e30 100644
--- a/data/nm/legislature/Miguel-P-Garcia-3363aa83-2490-4631-b04b-9a52fdbad14b.yml
+++ b/data/nm/legislature/Miguel-P-Garcia-3363aa83-2490-4631-b04b-9a52fdbad14b.yml
@@ -24,6 +24,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HGAMP
   note: homepage
 other_names:
+- name: "Garc\xEDa, M."
 - name: "M. Garc\xEDa"
 - name: "M.P. Garc\xEDa"
 - name: "Miguel P. Garc\xEDa"
diff --git a/data/nm/legislature/Mimi-Stewart-f1144347-0a16-43e4-97b9-01308a890631.yml b/data/nm/legislature/Mimi-Stewart-f1144347-0a16-43e4-97b9-01308a890631.yml
index 69f341f6d6..53885571b2 100644
--- a/data/nm/legislature/Mimi-Stewart-f1144347-0a16-43e4-97b9-01308a890631.yml
+++ b/data/nm/legislature/Mimi-Stewart-f1144347-0a16-43e4-97b9-01308a890631.yml
@@ -24,6 +24,7 @@ links:
   note: homepage
 other_names:
 - name: M. Stewart
+- name: Stewart, M.
 - name: Stewart, Mimi
 ids:
   twitter: Sen_MimiStewart
diff --git a/data/nm/legislature/Nancy-Rodriguez-24a1452c-8cf1-4d5e-a49e-fb9c716381f5.yml b/data/nm/legislature/Nancy-Rodriguez-24a1452c-8cf1-4d5e-a49e-fb9c716381f5.yml
index 961fc7f837..e0a9142653 100644
--- a/data/nm/legislature/Nancy-Rodriguez-24a1452c-8cf1-4d5e-a49e-fb9c716381f5.yml
+++ b/data/nm/legislature/Nancy-Rodriguez-24a1452c-8cf1-4d5e-a49e-fb9c716381f5.yml
@@ -25,6 +25,7 @@ links:
 other_names:
 - name: N. Rodriguez
 - name: N.E. Rodriguez
+- name: Rodriguez, N.
 - name: Nancy E. Rodriguez
 - name: Rodriguez, Nancy
 other_identifiers:
diff --git a/data/nm/legislature/Natalie-Figueroa-48969449-b004-4ca3-a72b-8508e95e0051.yml b/data/nm/legislature/Natalie-Figueroa-48969449-b004-4ca3-a72b-8508e95e0051.yml
index 9253dafd93..fdbf3c74ad 100644
--- a/data/nm/legislature/Natalie-Figueroa-48969449-b004-4ca3-a72b-8508e95e0051.yml
+++ b/data/nm/legislature/Natalie-Figueroa-48969449-b004-4ca3-a72b-8508e95e0051.yml
@@ -24,6 +24,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HFIGU
   note: homepage
 other_names:
+- name: Figueroa, N.
 - name: N. Figueroa
 - name: N.R. Figueroa
 - name: Natalie R. Figueroa
diff --git a/data/nm/legislature/Nathan-P-Small-57440e55-06ad-4f1f-8aa5-3bdd31a805dd.yml b/data/nm/legislature/Nathan-P-Small-57440e55-06ad-4f1f-8aa5-3bdd31a805dd.yml
index 1fd76bc6d2..fedf227d84 100644
--- a/data/nm/legislature/Nathan-P-Small-57440e55-06ad-4f1f-8aa5-3bdd31a805dd.yml
+++ b/data/nm/legislature/Nathan-P-Small-57440e55-06ad-4f1f-8aa5-3bdd31a805dd.yml
@@ -27,6 +27,7 @@ links:
 other_names:
 - name: N. Small
 - name: N.P. Small
+- name: Small, N.
 - name: Nathan P. Small
 - name: Small, Nathan P.
 ids:
diff --git a/data/nm/legislature/Pamelya-Herndon-800d2a2e-1622-4ab2-b290-3c537b38bdf8.yml b/data/nm/legislature/Pamelya-Herndon-800d2a2e-1622-4ab2-b290-3c537b38bdf8.yml
index b2cf939d47..5918d811c4 100644
--- a/data/nm/legislature/Pamelya-Herndon-800d2a2e-1622-4ab2-b290-3c537b38bdf8.yml
+++ b/data/nm/legislature/Pamelya-Herndon-800d2a2e-1622-4ab2-b290-3c537b38bdf8.yml
@@ -24,6 +24,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HHEPA
   note: homepage
 other_names:
+- name: Herndon, P.
 - name: P. Herndon
 - name: Herndon, Pamelya
 sources:
diff --git a/data/nm/legislature/Pat-Woods-6a28626b-9919-4d77-9b62-44ad1d45215d.yml b/data/nm/legislature/Pat-Woods-6a28626b-9919-4d77-9b62-44ad1d45215d.yml
index 99e9d73785..b930afa105 100644
--- a/data/nm/legislature/Pat-Woods-6a28626b-9919-4d77-9b62-44ad1d45215d.yml
+++ b/data/nm/legislature/Pat-Woods-6a28626b-9919-4d77-9b62-44ad1d45215d.yml
@@ -24,8 +24,9 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SWOOD
   note: homepage
 other_names:
-- name: P. Woods
 - name: J.P. Woods
+- name: P. Woods
+- name: Woods, P.
 - name: John Pat Woods
 - name: Woods, Pat
 other_identifiers:
diff --git a/data/nm/legislature/Patricia-A-Lundstrom-94eed261-74bb-4f8b-a0ab-62b2a7ff8e98.yml b/data/nm/legislature/Patricia-A-Lundstrom-94eed261-74bb-4f8b-a0ab-62b2a7ff8e98.yml
index 0b2d25fcd1..e0a21ab47d 100644
--- a/data/nm/legislature/Patricia-A-Lundstrom-94eed261-74bb-4f8b-a0ab-62b2a7ff8e98.yml
+++ b/data/nm/legislature/Patricia-A-Lundstrom-94eed261-74bb-4f8b-a0ab-62b2a7ff8e98.yml
@@ -23,6 +23,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HLUND
   note: homepage
 other_names:
+- name: Lundstrom, P.
 - name: P. Lundstrom
 - name: P.A. Lundstrom
 - name: Patricia A. Lundstrom
diff --git a/data/nm/legislature/Patricia-Roybal-Caballero-20dc90cf-7805-4609-8631-45db1973cd5c.yml b/data/nm/legislature/Patricia-Roybal-Caballero-20dc90cf-7805-4609-8631-45db1973cd5c.yml
index c678e41b8a..bb7066018a 100644
--- a/data/nm/legislature/Patricia-Roybal-Caballero-20dc90cf-7805-4609-8631-45db1973cd5c.yml
+++ b/data/nm/legislature/Patricia-Roybal-Caballero-20dc90cf-7805-4609-8631-45db1973cd5c.yml
@@ -26,6 +26,7 @@ links:
 other_names:
 - name: P. Roybal Caballero
 - name: P.A. Roybal Caballero
+- name: Roybal Caballero, P.
 - name: Pat A. Roybal Caballero
 - name: Patricia Roybal Caballero
 - name: Roybal Caballero, Patricia
diff --git a/data/nm/legislature/Pete-Campos-e2f7dd70-36fc-4b65-8dfd-19fcc1d63e38.yml b/data/nm/legislature/Pete-Campos-e2f7dd70-36fc-4b65-8dfd-19fcc1d63e38.yml
index 20012d0587..73e03d8982 100644
--- a/data/nm/legislature/Pete-Campos-e2f7dd70-36fc-4b65-8dfd-19fcc1d63e38.yml
+++ b/data/nm/legislature/Pete-Campos-e2f7dd70-36fc-4b65-8dfd-19fcc1d63e38.yml
@@ -23,6 +23,7 @@ links:
   note: homepage
 - url: https://petecampos.com
 other_names:
+- name: Campos, P.
 - name: P. Campos
 - name: Campos, Pete
 ids:
diff --git a/data/nm/legislature/Peter-Wirth-7595b557-0c70-44e3-a26b-af533d1ca94d.yml b/data/nm/legislature/Peter-Wirth-7595b557-0c70-44e3-a26b-af533d1ca94d.yml
index 6e3750ac6c..3a4d91cf8a 100644
--- a/data/nm/legislature/Peter-Wirth-7595b557-0c70-44e3-a26b-af533d1ca94d.yml
+++ b/data/nm/legislature/Peter-Wirth-7595b557-0c70-44e3-a26b-af533d1ca94d.yml
@@ -25,6 +25,7 @@ links:
   note: homepage
 other_names:
 - name: P. Wirth
+- name: Wirth, P.
 - name: Wirth, Peter
 ids:
   twitter: senatorwirth
diff --git a/data/nm/legislature/Randall-T-Pettigrew-a36bdc41-5666-4208-b8f0-8d9012d31f22.yml b/data/nm/legislature/Randall-T-Pettigrew-a36bdc41-5666-4208-b8f0-8d9012d31f22.yml
index 140119386a..7a3a43f33e 100644
--- a/data/nm/legislature/Randall-T-Pettigrew-a36bdc41-5666-4208-b8f0-8d9012d31f22.yml
+++ b/data/nm/legislature/Randall-T-Pettigrew-a36bdc41-5666-4208-b8f0-8d9012d31f22.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HPETT
   note: homepage
 other_names:
+- name: Pettigrew, R.
 - name: R. Pettigrew
 - name: R.T. Pettigrew
 - name: Randall T. Pettigrew
diff --git a/data/nm/legislature/Raymundo-Lara-e8d69d4c-dfd4-4e22-939a-cc356ba7ac05.yml b/data/nm/legislature/Raymundo-Lara-e8d69d4c-dfd4-4e22-939a-cc356ba7ac05.yml
index b64e6cac5b..f0c773fe19 100644
--- a/data/nm/legislature/Raymundo-Lara-e8d69d4c-dfd4-4e22-939a-cc356ba7ac05.yml
+++ b/data/nm/legislature/Raymundo-Lara-e8d69d4c-dfd4-4e22-939a-cc356ba7ac05.yml
@@ -20,6 +20,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HLARA
   note: homepage
 other_names:
+- name: Lara, R.
 - name: R. Lara
 - name: Raymundo Lara
 - name: Lara, Raymundo
diff --git a/data/nm/legislature/Reena-Szczepanski-0b7d9451-0462-4064-b28e-6d44123edd1e.yml b/data/nm/legislature/Reena-Szczepanski-0b7d9451-0462-4064-b28e-6d44123edd1e.yml
index 4786ab5ae6..7d55b9c79d 100644
--- a/data/nm/legislature/Reena-Szczepanski-0b7d9451-0462-4064-b28e-6d44123edd1e.yml
+++ b/data/nm/legislature/Reena-Szczepanski-0b7d9451-0462-4064-b28e-6d44123edd1e.yml
@@ -25,6 +25,7 @@ links:
   note: homepage
 other_names:
 - name: R. Szczepanski
+- name: Szczepanski, R.
 - name: Szczepanski, Reena
 sources:
 - url: https://ballotpedia.org/Reena_Szczepanski
diff --git a/data/nm/legislature/Roberto-Bobby-J-Gonzales-5e9a828c-3dfb-4f88-8dfe-f8fccf11ef78.yml b/data/nm/legislature/Roberto-Bobby-J-Gonzales-5e9a828c-3dfb-4f88-8dfe-f8fccf11ef78.yml
index edf3378d4e..5510f38152 100644
--- a/data/nm/legislature/Roberto-Bobby-J-Gonzales-5e9a828c-3dfb-4f88-8dfe-f8fccf11ef78.yml
+++ b/data/nm/legislature/Roberto-Bobby-J-Gonzales-5e9a828c-3dfb-4f88-8dfe-f8fccf11ef78.yml
@@ -27,6 +27,7 @@ links:
   note: homepage
 other_names:
 - name: B. Gonzales
+- name: Gonzales, B.
 - name: R.J. Gonzales
 - name: Roberto Jesse Gonzales
 - name: Roberto "Bobby" J. Gonzales
diff --git a/data/nm/legislature/Rod-Montoya-948ba2f7-fd71-42ed-a35a-e692b76d2ca2.yml b/data/nm/legislature/Rod-Montoya-948ba2f7-fd71-42ed-a35a-e692b76d2ca2.yml
index 06f210ec00..1fa13cf100 100644
--- a/data/nm/legislature/Rod-Montoya-948ba2f7-fd71-42ed-a35a-e692b76d2ca2.yml
+++ b/data/nm/legislature/Rod-Montoya-948ba2f7-fd71-42ed-a35a-e692b76d2ca2.yml
@@ -23,6 +23,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HMONR
   note: homepage
 other_names:
+- name: Montoya, R.
 - name: R. Montoya
 - name: Rodney Montoya
 - name: Montoya, Rod
diff --git a/data/nm/legislature/Ron-Griggs-87448df9-e44d-421f-ac90-d7cb7f00df79.yml b/data/nm/legislature/Ron-Griggs-87448df9-e44d-421f-ac90-d7cb7f00df79.yml
index d248d34c60..7176b4fc17 100644
--- a/data/nm/legislature/Ron-Griggs-87448df9-e44d-421f-ac90-d7cb7f00df79.yml
+++ b/data/nm/legislature/Ron-Griggs-87448df9-e44d-421f-ac90-d7cb7f00df79.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SGRIG
   note: homepage
 other_names:
+- name: Griggs, R.
 - name: R. Griggs
 - name: Griggs, Ron
 ids:
diff --git a/data/nm/legislature/Shannon-D-Pinto-fa98430a-5031-4c64-bd6d-8a6f0cc4043e.yml b/data/nm/legislature/Shannon-D-Pinto-fa98430a-5031-4c64-bd6d-8a6f0cc4043e.yml
index 277b7ddc37..97e170377a 100644
--- a/data/nm/legislature/Shannon-D-Pinto-fa98430a-5031-4c64-bd6d-8a6f0cc4043e.yml
+++ b/data/nm/legislature/Shannon-D-Pinto-fa98430a-5031-4c64-bd6d-8a6f0cc4043e.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SPINS
   note: homepage
 other_names:
+- name: Pinto, S.
 - name: S. Pinto
 - name: S.D. Pinto
 - name: Shannon D. Pinto
diff --git a/data/nm/legislature/Siah-Correa-Hemphill-23ae490e-665a-4d01-b000-ad84ebd25b09.yml b/data/nm/legislature/Siah-Correa-Hemphill-23ae490e-665a-4d01-b000-ad84ebd25b09.yml
index c5dd2dc777..d30232caf4 100644
--- a/data/nm/legislature/Siah-Correa-Hemphill-23ae490e-665a-4d01-b000-ad84ebd25b09.yml
+++ b/data/nm/legislature/Siah-Correa-Hemphill-23ae490e-665a-4d01-b000-ad84ebd25b09.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SHEMP
   note: homepage
 other_names:
+- name: Correa Hemphill, S.
 - name: S. Correa Hemphill
 - name: Hemphill, Siah Correa
 sources:
diff --git a/data/nm/legislature/Stefani-Lord-eef5df5d-b9da-4ac3-9a3e-7f6ba775e6d7.yml b/data/nm/legislature/Stefani-Lord-eef5df5d-b9da-4ac3-9a3e-7f6ba775e6d7.yml
index 31255eee67..8ba48af0c3 100644
--- a/data/nm/legislature/Stefani-Lord-eef5df5d-b9da-4ac3-9a3e-7f6ba775e6d7.yml
+++ b/data/nm/legislature/Stefani-Lord-eef5df5d-b9da-4ac3-9a3e-7f6ba775e6d7.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HLORD
   note: homepage
 other_names:
+- name: Lord, S.
 - name: S. Lord
 - name: Lord, Stefani
 sources:
diff --git a/data/nm/legislature/Steven-McCutcheon-II-180655a2-a251-4b16-8ae9-74f634e650e4.yml b/data/nm/legislature/Steven-McCutcheon-II-180655a2-a251-4b16-8ae9-74f634e650e4.yml
index af4c16879c..e85a2e59b1 100644
--- a/data/nm/legislature/Steven-McCutcheon-II-180655a2-a251-4b16-8ae9-74f634e650e4.yml
+++ b/data/nm/legislature/Steven-McCutcheon-II-180655a2-a251-4b16-8ae9-74f634e650e4.yml
@@ -21,6 +21,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SMCCU
   note: homepage
 other_names:
+- name: McCutcheon, S.
 - name: S. McCutcheon
 - name: Steven McCutcheon II
 - name: McCutcheon II, Steven
diff --git a/data/nm/legislature/Steven-P-Neville-b5e67085-d4de-4de1-bf25-00c53ee3ec39.yml b/data/nm/legislature/Steven-P-Neville-b5e67085-d4de-4de1-bf25-00c53ee3ec39.yml
index a1671ada71..2d0ff25480 100644
--- a/data/nm/legislature/Steven-P-Neville-b5e67085-d4de-4de1-bf25-00c53ee3ec39.yml
+++ b/data/nm/legislature/Steven-P-Neville-b5e67085-d4de-4de1-bf25-00c53ee3ec39.yml
@@ -26,6 +26,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=SNEVI
   note: homepage
 other_names:
+- name: Neville, S.
 - name: S. Neville
 - name: S.P. Neville
 - name: Steve P. Neville
diff --git a/data/nm/legislature/Susan-K-Herrera-d5d0e9d9-bd6f-4f28-9a3f-13a56cadcc0f.yml b/data/nm/legislature/Susan-K-Herrera-d5d0e9d9-bd6f-4f28-9a3f-13a56cadcc0f.yml
index b073a76099..efa6bf4ac0 100644
--- a/data/nm/legislature/Susan-K-Herrera-d5d0e9d9-bd6f-4f28-9a3f-13a56cadcc0f.yml
+++ b/data/nm/legislature/Susan-K-Herrera-d5d0e9d9-bd6f-4f28-9a3f-13a56cadcc0f.yml
@@ -24,6 +24,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HHERS
   note: homepage
 other_names:
+- name: Herrera, S.
 - name: S. Herrera
 - name: S.K. Herrera
 - name: Susan K. Herrera
diff --git a/data/nm/legislature/Tanya-Mirabal-Moya-f2394325-2797-4403-8f77-7f4dd3db0bb9.yml b/data/nm/legislature/Tanya-Mirabal-Moya-f2394325-2797-4403-8f77-7f4dd3db0bb9.yml
index a423afac1d..c95b84f3cf 100644
--- a/data/nm/legislature/Tanya-Mirabal-Moya-f2394325-2797-4403-8f77-7f4dd3db0bb9.yml
+++ b/data/nm/legislature/Tanya-Mirabal-Moya-f2394325-2797-4403-8f77-7f4dd3db0bb9.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HMIRA
   note: homepage
 other_names:
+- name: Moya, T.
 - name: T. Moya
 - name: T.M. Moya
 - name: Mirabal Moya
diff --git a/data/nm/legislature/Tara-Jaramillo-ce30fc0e-3447-4efe-a743-dec08834bd9b.yml b/data/nm/legislature/Tara-Jaramillo-ce30fc0e-3447-4efe-a743-dec08834bd9b.yml
index 1c4cee25fc..8292c50a1f 100644
--- a/data/nm/legislature/Tara-Jaramillo-ce30fc0e-3447-4efe-a743-dec08834bd9b.yml
+++ b/data/nm/legislature/Tara-Jaramillo-ce30fc0e-3447-4efe-a743-dec08834bd9b.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HJARA
   note: homepage
 other_names:
+- name: Jaramillo, T.
 - name: T. Jaramillo
 - name: Jaramillo, Tara
 sources:
diff --git a/data/nm/legislature/Tara-L-Lujan-a564eb5c-5c29-43ef-a40f-241efb70ef8d.yml b/data/nm/legislature/Tara-L-Lujan-a564eb5c-5c29-43ef-a40f-241efb70ef8d.yml
index 743a282453..b1ab542b87 100644
--- a/data/nm/legislature/Tara-L-Lujan-a564eb5c-5c29-43ef-a40f-241efb70ef8d.yml
+++ b/data/nm/legislature/Tara-L-Lujan-a564eb5c-5c29-43ef-a40f-241efb70ef8d.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HLUTA
   note: homepage
 other_names:
+- name: "Luj\xE1n, T."
 - name: "T. Luj\xE1n"
 - name: "T.L. Luj\xE1n"
 - name: Tara L. Lujan
diff --git a/data/nm/legislature/William-Bill-R-Rehm-3c48451c-736b-4e84-b0aa-dedebebebd57.yml b/data/nm/legislature/William-Bill-R-Rehm-3c48451c-736b-4e84-b0aa-dedebebebd57.yml
index 0f14841f66..d05ac682cc 100644
--- a/data/nm/legislature/William-Bill-R-Rehm-3c48451c-736b-4e84-b0aa-dedebebebd57.yml
+++ b/data/nm/legislature/William-Bill-R-Rehm-3c48451c-736b-4e84-b0aa-dedebebebd57.yml
@@ -25,6 +25,7 @@ links:
   note: homepage
 other_names:
 - name: B. Rehm
+- name: Rehm, B.
 - name: W.R. Rehm
 - name: William "Bill" R. Rehm
 - name: Rehm, William "Bill" R.
diff --git a/data/nm/legislature/William-E-Sharer-7a7be318-78b1-49c6-bd98-f2b9b7476372.yml b/data/nm/legislature/William-E-Sharer-7a7be318-78b1-49c6-bd98-f2b9b7476372.yml
index deae18a333..df1d878489 100644
--- a/data/nm/legislature/William-E-Sharer-7a7be318-78b1-49c6-bd98-f2b9b7476372.yml
+++ b/data/nm/legislature/William-E-Sharer-7a7be318-78b1-49c6-bd98-f2b9b7476372.yml
@@ -26,6 +26,7 @@ links:
   note: homepage
 other_names:
 - name: B. Sharer
+- name: Sharer, B.
 - name: W.E. Sharer
 - name: William E. Sharer
 - name: Sharer, William E.
diff --git a/data/nm/legislature/William-F-Burt-0ee726a5-7015-46c1-a09d-401c19f7a7cf.yml b/data/nm/legislature/William-F-Burt-0ee726a5-7015-46c1-a09d-401c19f7a7cf.yml
index 3a8ce1a56f..a1c0e11591 100644
--- a/data/nm/legislature/William-F-Burt-0ee726a5-7015-46c1-a09d-401c19f7a7cf.yml
+++ b/data/nm/legislature/William-F-Burt-0ee726a5-7015-46c1-a09d-401c19f7a7cf.yml
@@ -25,6 +25,7 @@ links:
   note: homepage
 other_names:
 - name: B. Burt
+- name: Burt, B.
 - name: W.F. Burt
 - name: William F. Burt
 - name: Burt, William F.
diff --git a/data/nm/legislature/William-P-Soules-33aa9a6b-b106-4216-8ea5-82d85cd2250a.yml b/data/nm/legislature/William-P-Soules-33aa9a6b-b106-4216-8ea5-82d85cd2250a.yml
index 7bc0bf077d..a94f16c2cb 100644
--- a/data/nm/legislature/William-P-Soules-33aa9a6b-b106-4216-8ea5-82d85cd2250a.yml
+++ b/data/nm/legislature/William-P-Soules-33aa9a6b-b106-4216-8ea5-82d85cd2250a.yml
@@ -22,6 +22,7 @@ links:
   note: homepage
 other_names:
 - name: B. Soules
+- name: Soules, B.
 - name: W.P. Soules
 - name: William Soules
 - name: William P. Soules
diff --git a/data/nm/legislature/Willie-D-Madrid-8e244278-1a1d-4525-a41e-52da81f9d3ff.yml b/data/nm/legislature/Willie-D-Madrid-8e244278-1a1d-4525-a41e-52da81f9d3ff.yml
index a93cd40ef4..3ffc27354f 100644
--- a/data/nm/legislature/Willie-D-Madrid-8e244278-1a1d-4525-a41e-52da81f9d3ff.yml
+++ b/data/nm/legislature/Willie-D-Madrid-8e244278-1a1d-4525-a41e-52da81f9d3ff.yml
@@ -22,6 +22,7 @@ links:
 - url: https://www.nmlegis.gov/Members/Legislator?SponCode=HMADR
   note: homepage
 other_names:
+- name: Madrid, W.
 - name: W. Madrid
 - name: W.D. Madrid
 - name: Willie D. Madrid
diff --git a/data/nm/legislature/Yanira-Gurrola-bc947ac1-c584-4e5f-84a9-ea9f6ac959c6.yml b/data/nm/legislature/Yanira-Gurrola-bc947ac1-c584-4e5f-84a9-ea9f6ac959c6.yml
index 6ab98ad4f9..be2075f2e2 100644
--- a/data/nm/legislature/Yanira-Gurrola-bc947ac1-c584-4e5f-84a9-ea9f6ac959c6.yml
+++ b/data/nm/legislature/Yanira-Gurrola-bc947ac1-c584-4e5f-84a9-ea9f6ac959c6.yml
@@ -23,8 +23,9 @@ links:
   note: homepage
 - url: https://www.nmlegis.gov/members/Legislator?SponCode=HGURR
 other_names:
-- name: Y. Gurrola
 - name: F.Y. Gurrola
+- name: Gurrola, Y.
+- name: Y. Gurrola
 - name: Gurrola, Yanira
 - name: Flor Yanira Gurrola Valenzuela
 sources:

From 7fc10109b025fd4ef9b6f9a18f854370e764dd74 Mon Sep 17 00:00:00 2001
From: NewAgeAirbender <34139325+NewAgeAirbender@users.noreply.github.com>
Date: Mon, 16 Sep 2024 14:36:12 -0500
Subject: [PATCH 03/10] Core: update to 6.20.4

---
 poetry.lock    | 279 ++++++++++++++++++++++++++++++++++++++++++++++---
 pyproject.toml |   2 +-
 2 files changed, 267 insertions(+), 14 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index a596d33a63..1436aeae06 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -130,6 +130,17 @@ urllib3 = [
 [package.extras]
 crt = ["awscrt (==0.19.19)"]
 
+[[package]]
+name = "cachetools"
+version = "5.5.0"
+description = "Extensible memoizing collections and decorators"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "cachetools-5.5.0-py3-none-any.whl", hash = "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292"},
+    {file = "cachetools-5.5.0.tar.gz", hash = "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"},
+]
+
 [[package]]
 name = "certifi"
 version = "2023.11.17"
@@ -388,6 +399,167 @@ imapclient = "2.1.0"
 olefile = ">=0.46"
 tzlocal = ">=2.1"
 
+[[package]]
+name = "google-api-core"
+version = "2.19.2"
+description = "Google API client core library"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google_api_core-2.19.2-py3-none-any.whl", hash = "sha256:53ec0258f2837dd53bbd3d3df50f5359281b3cc13f800c941dd15a9b5a415af4"},
+    {file = "google_api_core-2.19.2.tar.gz", hash = "sha256:ca07de7e8aa1c98a8bfca9321890ad2340ef7f2eb136e558cee68f24b94b0a8f"},
+]
+
+[package.dependencies]
+google-auth = ">=2.14.1,<3.0.dev0"
+googleapis-common-protos = ">=1.56.2,<2.0.dev0"
+proto-plus = ">=1.22.3,<2.0.0dev"
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@@ -757,13 +929,13 @@ et-xmlfile = "*"
 
 [[package]]
 name = "openstates"
-version = "6.18.2"
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 click = ">=8.0,<9.0"
 dj_database_url = ">=0.5.0,<0.6.0"
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 scrapelib = ">=2.0.7,<3.0.0"
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 [[package]]
 name = "pdfminer-six"
@@ -944,6 +1118,43 @@ files = [
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 wcwidth = "*"
 
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     {file = "psycopg2_binary-2.9.9-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:cb16c65dcb648d0a43a2521f2f0a2300f40639f6f8c1ecbc662141e4e3e1ee07"},
     {file = "psycopg2_binary-2.9.9-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:911dda9c487075abd54e644ccdf5e5c16773470a6a5d3826fda76699410066fb"},
     {file = "psycopg2_binary-2.9.9-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:57fede879f08d23c85140a360c6a77709113efd1c993923c59fde17aa27599fe"},
+    {file = "psycopg2_binary-2.9.9-cp312-cp312-win32.whl", hash = "sha256:64cf30263844fa208851ebb13b0732ce674d8ec6a0c86a4e160495d299ba3c93"},
+    {file = "psycopg2_binary-2.9.9-cp312-cp312-win_amd64.whl", hash = "sha256:81ff62668af011f9a48787564ab7eded4e9fb17a4a6a74af5ffa6a457400d2ab"},
     {file = "psycopg2_binary-2.9.9-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:2293b001e319ab0d869d660a704942c9e2cce19745262a8aba2115ef41a0a42a"},
     {file = "psycopg2_binary-2.9.9-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:03ef7df18daf2c4c07e2695e8cfd5ee7f748a1d54d802330985a78d2a5a6dca9"},
     {file = "psycopg2_binary-2.9.9-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0a602ea5aff39bb9fac6308e9c9d82b9a35c2bf288e184a816002c9fae930b77"},
@@ -1033,6 +1247,31 @@ files = [
     {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
 ]
 
+[[package]]
+name = "pyasn1"
+version = "0.6.1"
+description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"},
+    {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"},
+]
+
+[[package]]
+name = "pyasn1-modules"
+version = "0.4.1"
+description = "A collection of ASN.1-based protocols modules"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pyasn1_modules-0.4.1-py3-none-any.whl", hash = "sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd"},
+    {file = "pyasn1_modules-0.4.1.tar.gz", hash = "sha256:c28e2dbf9c06ad61c71a075c7e0f9fd0f1b0bb2d2ad4377f240d33ac2ab60a7c"},
+]
+
+[package.dependencies]
+pyasn1 = ">=0.4.6,<0.7.0"
+
 [[package]]
 name = "pycryptodome"
 version = "3.20.0"
@@ -1231,13 +1470,13 @@ XlsxWriter = ">=0.5.7"
 
 [[package]]
 name = "pytz"
-version = "2023.3.post1"
+version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
-    {file = "pytz-2023.3.post1-py2.py3-none-any.whl", hash = "sha256:ce42d816b81b68506614c11e8937d3aa9e41007ceb50bfdcb0749b921bf646c7"},
-    {file = "pytz-2023.3.post1.tar.gz", hash = "sha256:7b4fddbeb94a1eba4b557da24f19fdf9db575192544270a9101d8509f9f43d7b"},
+    {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
+    {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
 ]
 
 [[package]]
@@ -1334,6 +1573,20 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "rsa"
+version = "4.9"
+description = "Pure-Python RSA implementation"
+optional = false
+python-versions = ">=3.6,<4"
+files = [
+    {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"},
+    {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"},
+]
+
+[package.dependencies]
+pyasn1 = ">=0.1.3"
+
 [[package]]
 name = "s3transfer"
 version = "0.10.0"
@@ -1606,4 +1859,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "2a0fdab681a5765358acfb8fd3e61b48ce40017b26789f100457bd1dc4d2b87e"
+content-hash = "e841c86c616133db18f52d00afc4f7f51f50d1473b6ea86ba796037d34e9b5cc"
diff --git a/pyproject.toml b/pyproject.toml
index 9921bc542c..a5b53fb41e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,7 +6,7 @@ authors = ["James Turk <dev@jamesturk.net>"]
 
 [tool.poetry.dependencies]
 python = "^3.9"
-openstates = "^6.18.0"
+openstates = "6.20.4"
 
 [tool.poetry.dev-dependencies]
 invoke = "^1.5.0"

From 7511da21368eda8d00cd7d4cd5be1483645273cf Mon Sep 17 00:00:00 2001
From: NewAgeAirbender <34139325+NewAgeAirbender@users.noreply.github.com>
Date: Mon, 16 Sep 2024 15:41:02 -0500
Subject: [PATCH 04/10] US: add Helmy & fix Kennedy/Franklin

---
 ...y-ef3e7d6c-ac3c-58d2-9404-0b164aea0477.yml | 40 +++++++++++++++++++
 ...-04fde057-6aef-56ae-9baa-b1450d74ab09.yml} |  7 ++--
 ...-7d860788-e85f-5f23-a7dc-133364f9d4e9.yml} |  8 ++--
 ...z-cf399eb8-e1d0-58b8-ac90-fd10441d660b.yml | 20 ++--------
 4 files changed, 50 insertions(+), 25 deletions(-)
 create mode 100644 data/us/legislature/George-S-Helmy-ef3e7d6c-ac3c-58d2-9404-0b164aea0477.yml
 rename data/us/legislature/{C-Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml => Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml} (91%)
 rename data/us/legislature/{Timothy-Kennedy-7d860788-e85f-5f23-a7dc-133364f9d4e9.yml => Timothy-M-Kennedy-7d860788-e85f-5f23-a7dc-133364f9d4e9.yml} (86%)
 rename data/us/{legislature => retired}/Robert-Menendez-cf399eb8-e1d0-58b8-ac90-fd10441d660b.yml (85%)

diff --git a/data/us/legislature/George-S-Helmy-ef3e7d6c-ac3c-58d2-9404-0b164aea0477.yml b/data/us/legislature/George-S-Helmy-ef3e7d6c-ac3c-58d2-9404-0b164aea0477.yml
new file mode 100644
index 0000000000..131e676783
--- /dev/null
+++ b/data/us/legislature/George-S-Helmy-ef3e7d6c-ac3c-58d2-9404-0b164aea0477.yml
@@ -0,0 +1,40 @@
+id: ocd-person/ef3e7d6c-ac3c-58d2-9404-0b164aea0477
+name: George S. Helmy
+given_name: George
+family_name: Helmy
+middle_name: S.
+gender: M
+birth_date: 1979-10-27
+image: https://theunitedstates.io/images/congress/450x550/H001097.jpg
+party:
+- start_date: '2024-09-09'
+  end_date: '2025-01-03'
+  name: Democratic
+roles:
+- start_date: '2024-09-09'
+  end_date: '2025-01-03'
+  type: upper
+  jurisdiction: ocd-jurisdiction/country:us/government
+  district: New Jersey
+offices:
+- classification: capitol
+  address: 528 Hart Senate Office Building Washington DC 20510
+  voice: 202-224-4744
+links:
+- url: https://www.helmy.senate.gov
+  note: website
+other_identifiers:
+- scheme: bioguide
+  identifier: H001097
+- scheme: lis
+  identifier: S425
+- scheme: govtrack
+  identifier: '456961'
+- scheme: wikipedia
+  identifier: George Helmy
+- scheme: wikidata
+  identifier: Q129127964
+- scheme: ballotpedia
+  identifier: George Helmy
+sources:
+- url: https://theunitedstates.io/
diff --git a/data/us/legislature/C-Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml b/data/us/legislature/Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml
similarity index 91%
rename from data/us/legislature/C-Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml
rename to data/us/legislature/Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml
index 9fcc1758bf..c21d89935c 100644
--- a/data/us/legislature/C-Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml
+++ b/data/us/legislature/Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml
@@ -1,5 +1,5 @@
 id: ocd-person/04fde057-6aef-56ae-9baa-b1450d74ab09
-name: C. Scott Franklin
+name: Scott Franklin
 given_name: C.
 family_name: Franklin
 middle_name: Scott
@@ -31,8 +31,7 @@ links:
 ids:
   twitter: RepFranklin
 other_names:
-- name: Scott Franklin
-- name: Franklin, Scott
+- name: C. Scott Franklin
 other_identifiers:
 - scheme: bioguide
   identifier: F000472
@@ -49,4 +48,4 @@ other_identifiers:
 - scheme: google_entity_id
   identifier: kg:/g/11ft5hszwx
 sources:
-- url: https://theunitedstates.io/
+- url: https://theunitedstates.io/
\ No newline at end of file
diff --git a/data/us/legislature/Timothy-Kennedy-7d860788-e85f-5f23-a7dc-133364f9d4e9.yml b/data/us/legislature/Timothy-M-Kennedy-7d860788-e85f-5f23-a7dc-133364f9d4e9.yml
similarity index 86%
rename from data/us/legislature/Timothy-Kennedy-7d860788-e85f-5f23-a7dc-133364f9d4e9.yml
rename to data/us/legislature/Timothy-M-Kennedy-7d860788-e85f-5f23-a7dc-133364f9d4e9.yml
index 1b31bd84c0..114e184f9d 100644
--- a/data/us/legislature/Timothy-Kennedy-7d860788-e85f-5f23-a7dc-133364f9d4e9.yml
+++ b/data/us/legislature/Timothy-M-Kennedy-7d860788-e85f-5f23-a7dc-133364f9d4e9.yml
@@ -1,5 +1,5 @@
 id: ocd-person/7d860788-e85f-5f23-a7dc-133364f9d4e9
-name: Timothy Kennedy
+name: Timothy M. Kennedy
 given_name: Timothy
 family_name: Kennedy
 gender: M
@@ -17,13 +17,13 @@ roles:
   district: NY-26
 offices:
 - classification: capitol
-  address: 2269 Rayburn House Office Building; Washington DC 20004
+  address: 2269 Rayburn House Office Building Washington DC 20515-3226
   voice: 202-225-3306
 links:
-- url: https://kennedy.house.gov/
+- url: https://kennedy.house.gov
   note: website
 other_names:
-- name: Timothy M. Kennedy
+- name: Timothy Kennedy
 other_identifiers:
 - scheme: bioguide
   identifier: K000402
diff --git a/data/us/legislature/Robert-Menendez-cf399eb8-e1d0-58b8-ac90-fd10441d660b.yml b/data/us/retired/Robert-Menendez-cf399eb8-e1d0-58b8-ac90-fd10441d660b.yml
similarity index 85%
rename from data/us/legislature/Robert-Menendez-cf399eb8-e1d0-58b8-ac90-fd10441d660b.yml
rename to data/us/retired/Robert-Menendez-cf399eb8-e1d0-58b8-ac90-fd10441d660b.yml
index 027574ccb4..90f66ffeba 100644
--- a/data/us/legislature/Robert-Menendez-cf399eb8-e1d0-58b8-ac90-fd10441d660b.yml
+++ b/data/us/retired/Robert-Menendez-cf399eb8-e1d0-58b8-ac90-fd10441d660b.yml
@@ -61,35 +61,21 @@ roles:
   jurisdiction: ocd-jurisdiction/country:us/government
   district: New Jersey
 - start_date: '2019-01-03'
-  end_date: '2025-01-03'
+  end_date: '2024-08-20'
   type: upper
   jurisdiction: ocd-jurisdiction/country:us/government
   district: New Jersey
-offices:
-- classification: capitol
-  address: 528 Hart Senate Office Building Washington DC 20510
-  voice: 202-224-4744
-- classification: district
-  address: 208 White Horse Pike Suite 18; Barrington, NJ 08007
-  voice: 856-757-5353
-  fax: 856-546-1526
-  name: 'District Office #1'
-- classification: district
-  address: One Gateway Center Suite 1100; Newark, NJ 07102
-  voice: 973-645-3030
-  fax: 973-645-0502
-  name: 'District Office #2'
 links:
 - url: https://www.menendez.senate.gov
   note: website
 - url: https://www.menendez.senate.gov/contact
   note: contact form
+other_names:
+- name: Menendez (D-NJ)
 ids:
   twitter: SenatorMenendez
   youtube: UC0PV0K9Z5a9p3D5917KF5fw
   facebook: senatormenendez
-other_names:
-- name: Menendez (D-NJ)
 other_identifiers:
 - scheme: bioguide
   identifier: M000639

From 46c0dd7729ea83b0465c86c3dd6004d2a1555ec5 Mon Sep 17 00:00:00 2001
From: NewAgeAirbender <34139325+NewAgeAirbender@users.noreply.github.com>
Date: Mon, 16 Sep 2024 16:01:09 -0500
Subject: [PATCH 05/10] US: update committees

---
 ...t-4465dcb9-cfb9-527d-89d0-d00d8257955f.yml | 14 ++--
 ...n-0cf615ba-ffad-58e4-be5a-0f58ab4932e2.yml | 10 +--
 ...n-ee79900a-2351-5d31-89a7-b36372df7474.yml |  4 +-
 ...y-3526d6d8-141f-5f50-b6e2-426915b29789.yml |  3 -
 ...y-fb8de7cc-7ef1-582d-9adc-84d7da7cfac7.yml |  3 +
 ...e-2006ff02-4f65-5ba9-b774-9e58f7358fd6.yml |  3 -
 ...e-bcc3f01c-98f0-587d-9730-ff20d286f993.yml |  3 +
 ...y-1b4c8042-794d-5f20-bfb9-114bf565df17.yml | 54 +++++++--------
 ...y-3784e5c7-f164-569f-b164-2accdc099783.yml |  3 +
 ...s-d967b173-e5a0-5585-95fc-b619b1a11e49.yml | 50 +++++++-------
 ...t-c9d6f979-7b13-5541-b8cd-58eab4eb60ed.yml | 29 ++++----
 ...y-87d1d54e-6852-588a-9f1c-4cf682d217bb.yml | 69 ++++++++++---------
 ...t-fd02e0dd-c7e5-53e0-aa57-eff00cdaab71.yml | 12 ++--
 ...t-850bb7e7-83be-5e12-9300-f8185355e45b.yml |  3 -
 ...t-af861711-e623-5952-ac02-b39cdac22a8b.yml | 10 +--
 ...s-5607eb02-65e2-5d18-a00a-dad347b43a52.yml |  3 -
 ...s-c0562c5b-798a-554e-a492-1bb54f617dc1.yml | 11 +--
 ...t-76aa349e-9189-5f00-a764-266a09693a8c.yml |  3 -
 ...s-14d6c954-3d17-5ba0-b6b6-b2239860473d.yml |  6 +-
 ...e-b8ec79d0-d36a-54d6-a585-14c6f65c5700.yml |  6 +-
 ...s-9f3e78d9-3849-5435-8ea4-77c32657f12d.yml |  6 +-
 ...y-fd346d0a-24fb-55d5-8a46-25c1cf58babb.yml | 14 ++--
 ...t-12b89030-0242-5904-ac84-36ae33e8b35b.yml |  3 -
 ...t-287f1d9b-8dc0-5179-9e5e-32f7a43631d9.yml |  3 +
 ...t-a0e04954-0557-5917-bc5b-6b55b4510655.yml | 10 +--
 ...y-9b84f74b-985e-5ad3-b044-2a30f37264f7.yml |  3 +
 26 files changed, 172 insertions(+), 166 deletions(-)

diff --git a/data/us/committees/Border-Security-and-Enforcement-4465dcb9-cfb9-527d-89d0-d00d8257955f.yml b/data/us/committees/Border-Security-and-Enforcement-4465dcb9-cfb9-527d-89d0-d00d8257955f.yml
index 26f5ad2550..2e0cc60e0a 100644
--- a/data/us/committees/Border-Security-and-Enforcement-4465dcb9-cfb9-527d-89d0-d00d8257955f.yml
+++ b/data/us/committees/Border-Security-and-Enforcement-4465dcb9-cfb9-527d-89d0-d00d8257955f.yml
@@ -16,24 +16,24 @@ members:
 - name: Michael Guest
   role: Member
   person_id: ocd-person/6b015607-c3dd-5867-a1bb-733bf84fe091
-- name: Marjorie Taylor Greene
-  role: Member
-  person_id: ocd-person/8c511e48-a002-5f1c-a4b9-1cd18b7f7a6e
 - name: Robert Garcia
   role: Member
   person_id: ocd-person/48a4fe68-6141-50ff-8d0b-0693119fd250
-- name: Tony Gonzales
+- name: Marjorie Taylor Greene
   role: Member
-  person_id: ocd-person/7e086fc4-85ff-58af-a436-5f6fa7bfa527
+  person_id: ocd-person/8c511e48-a002-5f1c-a4b9-1cd18b7f7a6e
 - name: Delia C. Ramirez
   role: Member
   person_id: ocd-person/34d76857-187b-5f62-a2d1-ddfcd13494cf
-- name: Morgan Luttrell
+- name: Tony Gonzales
   role: Member
-  person_id: ocd-person/868d6300-e9e7-5df4-bfe1-2e7fd1a632ac
+  person_id: ocd-person/7e086fc4-85ff-58af-a436-5f6fa7bfa527
 - name: Thomas R. Suozzi
   role: Member
   person_id: ocd-person/4182b897-5c2e-5dff-a87c-aa7911e81a3d
+- name: Morgan Luttrell
+  role: Member
+  person_id: ocd-person/868d6300-e9e7-5df4-bfe1-2e7fd1a632ac
 - name: Josh Brecheen
   role: Member
   person_id: ocd-person/68651247-63fc-5dad-8071-4efef949f7fd
diff --git a/data/us/committees/Cybersecurity-and-Infrastructure-Protection-0cf615ba-ffad-58e4-be5a-0f58ab4932e2.yml b/data/us/committees/Cybersecurity-and-Infrastructure-Protection-0cf615ba-ffad-58e4-be5a-0f58ab4932e2.yml
index d2aab7c3f0..dc081a72d6 100644
--- a/data/us/committees/Cybersecurity-and-Infrastructure-Protection-0cf615ba-ffad-58e4-be5a-0f58ab4932e2.yml
+++ b/data/us/committees/Cybersecurity-and-Infrastructure-Protection-0cf615ba-ffad-58e4-be5a-0f58ab4932e2.yml
@@ -16,18 +16,18 @@ members:
 - name: Carlos A. Gimenez
   role: Member
   person_id: ocd-person/9db37a87-2ba9-56a0-9b42-89697222e044
-- name: Mike Ezell
-  role: Member
-  person_id: ocd-person/fef4e629-aa7e-5bc5-9128-abfce1af96d5
 - name: Troy A. Carter
   role: Member
   person_id: ocd-person/5e3dc0b5-2afe-5b83-ab42-9352225b2235
-- name: Laurel M. Lee
+- name: Mike Ezell
   role: Member
-  person_id: ocd-person/96350e36-02c1-512a-8b83-fdd0dd93be88
+  person_id: ocd-person/fef4e629-aa7e-5bc5-9128-abfce1af96d5
 - name: Robert Menendez
   role: Member
   person_id: ocd-person/a516a327-22fc-57af-931b-f28926b44b85
+- name: Laurel M. Lee
+  role: Member
+  person_id: ocd-person/96350e36-02c1-512a-8b83-fdd0dd93be88
 - name: Morgan Luttrell
   role: Member
   person_id: ocd-person/868d6300-e9e7-5df4-bfe1-2e7fd1a632ac
diff --git a/data/us/committees/Early-Childhood-Elementary-and-Secondary-Education-ee79900a-2351-5d31-89a7-b36372df7474.yml b/data/us/committees/Early-Childhood-Elementary-and-Secondary-Education-ee79900a-2351-5d31-89a7-b36372df7474.yml
index 0ed431a6b2..b4c01118b3 100644
--- a/data/us/committees/Early-Childhood-Elementary-and-Secondary-Education-ee79900a-2351-5d31-89a7-b36372df7474.yml
+++ b/data/us/committees/Early-Childhood-Elementary-and-Secondary-Education-ee79900a-2351-5d31-89a7-b36372df7474.yml
@@ -58,9 +58,9 @@ members:
 - name: Brandon Williams
   role: Member
   person_id: ocd-person/4b5ef955-4806-51d0-83f3-177000f67b3c
-- name: Virginia Foxx
+- name: Michael A. Rulli
   role: Member
-  person_id: ocd-person/b77761e4-93cb-5fbb-972e-5d591198df8f
+  person_id: ocd-person/91ba3b6a-a4c8-54ab-8964-8498641a6d8f
 extras:
   address: 2176 RHOB; Washington, DC 20515
   phone: (202) 225-4527
diff --git a/data/us/committees/Economic-Policy-3526d6d8-141f-5f50-b6e2-426915b29789.yml b/data/us/committees/Economic-Policy-3526d6d8-141f-5f50-b6e2-426915b29789.yml
index c30b0dce5c..3dcf37c793 100644
--- a/data/us/committees/Economic-Policy-3526d6d8-141f-5f50-b6e2-426915b29789.yml
+++ b/data/us/committees/Economic-Policy-3526d6d8-141f-5f50-b6e2-426915b29789.yml
@@ -13,9 +13,6 @@ members:
 - name: Jack Reed
   role: Member
   person_id: ocd-person/e62576aa-1bf5-5664-ad0f-b1fdbcdead56
-- name: Robert Menendez
-  role: Member
-  person_id: ocd-person/cf399eb8-e1d0-58b8-ac90-fd10441d660b
 - name: Chris Van Hollen
   role: Member
   person_id: ocd-person/6b768c01-2e7d-5316-9ece-d5e215648f85
diff --git a/data/us/committees/Emergency-Management-and-Technology-fb8de7cc-7ef1-582d-9adc-84d7da7cfac7.yml b/data/us/committees/Emergency-Management-and-Technology-fb8de7cc-7ef1-582d-9adc-84d7da7cfac7.yml
index 5009b49227..8758685b9b 100644
--- a/data/us/committees/Emergency-Management-and-Technology-fb8de7cc-7ef1-582d-9adc-84d7da7cfac7.yml
+++ b/data/us/committees/Emergency-Management-and-Technology-fb8de7cc-7ef1-582d-9adc-84d7da7cfac7.yml
@@ -22,6 +22,9 @@ members:
 - name: Dale W. Strong
   role: Member
   person_id: ocd-person/e54a4532-aa1e-5e2d-b630-4f35ef10a46f
+- name: Timothy M. Kennedy
+  role: Member
+  person_id: ocd-person/7d860788-e85f-5f23-a7dc-133364f9d4e9
 - name: Josh Brecheen
   role: Member
   person_id: ocd-person/68651247-63fc-5dad-8071-4efef949f7fd
diff --git a/data/us/committees/Health-Care-2006ff02-4f65-5ba9-b774-9e58f7358fd6.yml b/data/us/committees/Health-Care-2006ff02-4f65-5ba9-b774-9e58f7358fd6.yml
index afeb2ab09b..eefd87d66c 100644
--- a/data/us/committees/Health-Care-2006ff02-4f65-5ba9-b774-9e58f7358fd6.yml
+++ b/data/us/committees/Health-Care-2006ff02-4f65-5ba9-b774-9e58f7358fd6.yml
@@ -16,9 +16,6 @@ members:
 - name: Debbie Stabenow
   role: Member
   person_id: ocd-person/a18130ac-79f6-54ad-a80d-14b143f0742f
-- name: Robert Menendez
-  role: Member
-  person_id: ocd-person/cf399eb8-e1d0-58b8-ac90-fd10441d660b
 - name: Thomas R. Carper
   role: Member
   person_id: ocd-person/762f36c5-6766-5708-9066-d1d6340500d3
diff --git a/data/us/committees/House-Committee-on-Education-and-the-Workforce-bcc3f01c-98f0-587d-9730-ff20d286f993.yml b/data/us/committees/House-Committee-on-Education-and-the-Workforce-bcc3f01c-98f0-587d-9730-ff20d286f993.yml
index 4a740421c7..63045bdd5d 100644
--- a/data/us/committees/House-Committee-on-Education-and-the-Workforce-bcc3f01c-98f0-587d-9730-ff20d286f993.yml
+++ b/data/us/committees/House-Committee-on-Education-and-the-Workforce-bcc3f01c-98f0-587d-9730-ff20d286f993.yml
@@ -143,6 +143,9 @@ members:
 - name: Erin Houchin
   role: Member
   person_id: ocd-person/c5e2bb91-8e10-5b4c-a442-bf5edb05bd45
+- name: Michael A. Rulli
+  role: Member
+  person_id: ocd-person/91ba3b6a-a4c8-54ab-8964-8498641a6d8f
 extras:
   address: 2176 RHOB; Washington, DC 20515-6100
   phone: (202) 225-4527
diff --git a/data/us/committees/House-Committee-on-Homeland-Security-1b4c8042-794d-5f20-bfb9-114bf565df17.yml b/data/us/committees/House-Committee-on-Homeland-Security-1b4c8042-794d-5f20-bfb9-114bf565df17.yml
index 2e4ce3a4db..6d8b5d6a08 100644
--- a/data/us/committees/House-Committee-on-Homeland-Security-1b4c8042-794d-5f20-bfb9-114bf565df17.yml
+++ b/data/us/committees/House-Committee-on-Homeland-Security-1b4c8042-794d-5f20-bfb9-114bf565df17.yml
@@ -20,84 +20,84 @@ members:
 - name: Michael T. McCaul
   role: Member
   person_id: ocd-person/15d37180-ddd2-5bb6-8dd4-cdd2690eca86
-- name: Clay Higgins
-  role: Member
-  person_id: ocd-person/ffc5bfa2-67c8-5743-afa6-3250b0752485
 - name: Eric Swalwell
   role: Member
   person_id: ocd-person/032302ae-d513-5e31-bafc-8bc3cbb18d7c
-- name: Michael Guest
+- name: Clay Higgins
   role: Member
-  person_id: ocd-person/6b015607-c3dd-5867-a1bb-733bf84fe091
+  person_id: ocd-person/ffc5bfa2-67c8-5743-afa6-3250b0752485
 - name: J. Luis Correa
   role: Member
   person_id: ocd-person/86b65fd7-4549-51fa-80e8-eaf3daf3e60e
-- name: Dan Bishop
+- name: Michael Guest
   role: Member
-  person_id: ocd-person/ff2f62f3-ccac-57d0-bcad-47a3bfeacb79
+  person_id: ocd-person/6b015607-c3dd-5867-a1bb-733bf84fe091
 - name: Troy A. Carter
   role: Member
   person_id: ocd-person/5e3dc0b5-2afe-5b83-ab42-9352225b2235
-- name: Carlos A. Gimenez
+- name: Dan Bishop
   role: Member
-  person_id: ocd-person/9db37a87-2ba9-56a0-9b42-89697222e044
+  person_id: ocd-person/ff2f62f3-ccac-57d0-bcad-47a3bfeacb79
 - name: Shri Thanedar
   role: Member
   person_id: ocd-person/cca4b382-1b0b-5872-86a8-abe74e9f6e3a
-- name: August Pfluger
+- name: Carlos A. Gimenez
   role: Member
-  person_id: ocd-person/2519c079-f97e-532b-b53e-167398fd7398
+  person_id: ocd-person/9db37a87-2ba9-56a0-9b42-89697222e044
 - name: Seth Magaziner
   role: Member
   person_id: ocd-person/2b7e8cfa-f37a-5155-ac79-e769b3cf71da
-- name: Andrew R. Garbarino
+- name: August Pfluger
   role: Member
-  person_id: ocd-person/4ec1dbc4-ea21-5f61-92b1-fa55b47a4c61
+  person_id: ocd-person/2519c079-f97e-532b-b53e-167398fd7398
 - name: Glenn Ivey
   role: Member
   person_id: ocd-person/3e53830a-108c-5864-92f1-9f9c8f7b1d0f
-- name: Marjorie Taylor Greene
+- name: Andrew R. Garbarino
   role: Member
-  person_id: ocd-person/8c511e48-a002-5f1c-a4b9-1cd18b7f7a6e
+  person_id: ocd-person/4ec1dbc4-ea21-5f61-92b1-fa55b47a4c61
 - name: Daniel S. Goldman
   role: Member
   person_id: ocd-person/4c77555b-f35d-53ca-8c7d-7950b90a1b60
-- name: Tony Gonzales
+- name: Marjorie Taylor Greene
   role: Member
-  person_id: ocd-person/7e086fc4-85ff-58af-a436-5f6fa7bfa527
+  person_id: ocd-person/8c511e48-a002-5f1c-a4b9-1cd18b7f7a6e
 - name: Robert Garcia
   role: Member
   person_id: ocd-person/48a4fe68-6141-50ff-8d0b-0693119fd250
-- name: Nick LaLota
+- name: Tony Gonzales
   role: Member
-  person_id: ocd-person/30fe5d74-0224-5d11-92d2-5766471e6cc5
+  person_id: ocd-person/7e086fc4-85ff-58af-a436-5f6fa7bfa527
 - name: Delia C. Ramirez
   role: Member
   person_id: ocd-person/34d76857-187b-5f62-a2d1-ddfcd13494cf
-- name: Mike Ezell
+- name: Nick LaLota
   role: Member
-  person_id: ocd-person/fef4e629-aa7e-5bc5-9128-abfce1af96d5
+  person_id: ocd-person/30fe5d74-0224-5d11-92d2-5766471e6cc5
 - name: Robert Menendez
   role: Member
   person_id: ocd-person/a516a327-22fc-57af-931b-f28926b44b85
-- name: "Anthony D\u2019Esposito"
+- name: Mike Ezell
   role: Member
-  person_id: ocd-person/e024e123-9750-5f4e-bc3d-6d892218868d
+  person_id: ocd-person/fef4e629-aa7e-5bc5-9128-abfce1af96d5
 - name: Thomas R. Suozzi
   role: Member
   person_id: ocd-person/4182b897-5c2e-5dff-a87c-aa7911e81a3d
-- name: Laurel M. Lee
+- name: "Anthony D\u2019Esposito"
   role: Member
-  person_id: ocd-person/96350e36-02c1-512a-8b83-fdd0dd93be88
+  person_id: ocd-person/e024e123-9750-5f4e-bc3d-6d892218868d
 - name: Timothy M. Kennedy
   role: Member
   person_id: ocd-person/7d860788-e85f-5f23-a7dc-133364f9d4e9
-- name: Morgan Luttrell
+- name: Laurel M. Lee
   role: Member
-  person_id: ocd-person/868d6300-e9e7-5df4-bfe1-2e7fd1a632ac
+  person_id: ocd-person/96350e36-02c1-512a-8b83-fdd0dd93be88
 - name: Yvette D. Clarke
   role: Member
   person_id: ocd-person/969d3e67-5686-5b4c-a8fe-5ec702a7343d
+- name: Morgan Luttrell
+  role: Member
+  person_id: ocd-person/868d6300-e9e7-5df4-bfe1-2e7fd1a632ac
 - name: Dale W. Strong
   role: Member
   person_id: ocd-person/e54a4532-aa1e-5e2d-b630-4f35ef10a46f
diff --git a/data/us/committees/House-Committee-on-Science-Space-and-Technology-3784e5c7-f164-569f-b164-2accdc099783.yml b/data/us/committees/House-Committee-on-Science-Space-and-Technology-3784e5c7-f164-569f-b164-2accdc099783.yml
index ccef42e999..45095f7c86 100644
--- a/data/us/committees/House-Committee-on-Science-Space-and-Technology-3784e5c7-f164-569f-b164-2accdc099783.yml
+++ b/data/us/committees/House-Committee-on-Science-Space-and-Technology-3784e5c7-f164-569f-b164-2accdc099783.yml
@@ -128,6 +128,9 @@ members:
 - name: Vince Fong
   role: Member
   person_id: ocd-person/2d6b7f7f-a241-5064-9812-9506beb2b76e
+- name: Greg Lopez
+  role: Member
+  person_id: ocd-person/b513aafd-8615-53db-910f-b0d3e4c0dec6
 extras:
   address: 2321 RHOB; Washington, DC 20515-6301
   phone: (202) 225-6371
diff --git a/data/us/committees/House-Committee-on-Ways-and-Means-d967b173-e5a0-5585-95fc-b619b1a11e49.yml b/data/us/committees/House-Committee-on-Ways-and-Means-d967b173-e5a0-5585-95fc-b619b1a11e49.yml
index 486290c09f..9d2db1d4d2 100644
--- a/data/us/committees/House-Committee-on-Ways-and-Means-d967b173-e5a0-5585-95fc-b619b1a11e49.yml
+++ b/data/us/committees/House-Committee-on-Ways-and-Means-d967b173-e5a0-5585-95fc-b619b1a11e49.yml
@@ -44,78 +44,78 @@ members:
 - name: Darin LaHood
   role: Member
   person_id: ocd-person/a7bc3999-648e-58ed-b606-f387e825427c
-- name: Brad R. Wenstrup
-  role: Member
-  person_id: ocd-person/717ac307-3248-5726-bdcf-de58d683943f
 - name: Danny K. Davis
   role: Member
   person_id: ocd-person/a494987e-6674-5df8-a8b2-de4b5a99de86
-- name: Jodey C. Arrington
+- name: Brad R. Wenstrup
   role: Member
-  person_id: ocd-person/4938e6be-7c14-536d-a559-91c74fcc17db
+  person_id: ocd-person/717ac307-3248-5726-bdcf-de58d683943f
 - name: "Linda T. S\xE1nchez"
   role: Member
   person_id: ocd-person/b01048a9-27a5-5fed-b5ef-7bf3b3be6d04
-- name: A. Drew Ferguson IV
+- name: Jodey C. Arrington
   role: Member
-  person_id: ocd-person/cf441c62-91b4-52f5-b9c7-04a45290e5e4
+  person_id: ocd-person/4938e6be-7c14-536d-a559-91c74fcc17db
 - name: Terri A. Sewell
   role: Member
   person_id: ocd-person/f747c3f1-7247-5c91-9870-901ec617e884
-- name: Ron Estes
+- name: A. Drew Ferguson IV
   role: Member
-  person_id: ocd-person/09eb0ce6-8616-5896-b1d2-d90f494eb4d9
+  person_id: ocd-person/cf441c62-91b4-52f5-b9c7-04a45290e5e4
 - name: Suzan K. DelBene
   role: Member
   person_id: ocd-person/799d9723-1f90-5558-b8c6-6f293c7eaddd
-- name: Lloyd Smucker
+- name: Ron Estes
   role: Member
-  person_id: ocd-person/0f2326f2-b5dc-5428-bcaa-9a1078d0750c
+  person_id: ocd-person/09eb0ce6-8616-5896-b1d2-d90f494eb4d9
 - name: Judy Chu
   role: Member
   person_id: ocd-person/a06fc4e8-2e1e-52b6-9aef-83d9405fe16b
-- name: Kevin Hern
+- name: Lloyd Smucker
   role: Member
-  person_id: ocd-person/139e15e1-4a50-5126-ad7a-b462c44f00e0
+  person_id: ocd-person/0f2326f2-b5dc-5428-bcaa-9a1078d0750c
 - name: Gwen Moore
   role: Member
   person_id: ocd-person/0223a517-1c97-5425-8bca-2120c45ce2e5
-- name: Carol D. Miller
+- name: Kevin Hern
   role: Member
-  person_id: ocd-person/1ad151d2-5d26-5421-9b6f-a87d4a05396f
+  person_id: ocd-person/139e15e1-4a50-5126-ad7a-b462c44f00e0
 - name: Daniel T. Kildee
   role: Member
   person_id: ocd-person/ba55e5b8-ac4e-5ea8-b7a8-d180e10a3562
-- name: Gregory F. Murphy
+- name: Carol D. Miller
   role: Member
-  person_id: ocd-person/b66a5d85-c9cd-5689-a482-d175230ab86d
+  person_id: ocd-person/1ad151d2-5d26-5421-9b6f-a87d4a05396f
 - name: Donald S. Beyer, Jr.
   role: Member
   person_id: ocd-person/63d110f3-ccdb-5783-9d6a-4a7103f30c01
-- name: David Kustoff
+- name: Gregory F. Murphy
   role: Member
-  person_id: ocd-person/5beaa710-fc70-563c-9842-f885e13d9aea
+  person_id: ocd-person/b66a5d85-c9cd-5689-a482-d175230ab86d
 - name: Dwight Evans
   role: Member
   person_id: ocd-person/c9d5abc5-4c4a-5ff5-a132-8885eb020e6e
-- name: Brian K. Fitzpatrick
+- name: David Kustoff
   role: Member
-  person_id: ocd-person/a6a4c673-58ba-587b-b36b-7a559c379f23
+  person_id: ocd-person/5beaa710-fc70-563c-9842-f885e13d9aea
 - name: Bradley Scott Schneider
   role: Member
   person_id: ocd-person/a3c68bbd-f241-52c8-a7e9-7f340f316b7a
-- name: W. Gregory Steube
+- name: Brian K. Fitzpatrick
   role: Member
-  person_id: ocd-person/5fdae4c2-ba21-56a4-ae8c-5e95a175a90a
+  person_id: ocd-person/a6a4c673-58ba-587b-b36b-7a559c379f23
 - name: Jimmy Panetta
   role: Member
   person_id: ocd-person/946e688a-6b60-567e-bea7-893eb4364acc
-- name: Claudia Tenney
+- name: W. Gregory Steube
   role: Member
-  person_id: ocd-person/21f20fe0-1075-512d-99a6-cafcebf57d20
+  person_id: ocd-person/5fdae4c2-ba21-56a4-ae8c-5e95a175a90a
 - name: Jimmy Gomez
   role: Member
   person_id: ocd-person/20be777c-8a2b-54c6-9b54-df88ff19b8ae
+- name: Claudia Tenney
+  role: Member
+  person_id: ocd-person/21f20fe0-1075-512d-99a6-cafcebf57d20
 - name: Michelle Fischbach
   role: Member
   person_id: ocd-person/66724fb4-e553-59cb-b8ba-314e3bf9f1ea
diff --git a/data/us/committees/House-Committee-on-the-Budget-c9d6f979-7b13-5541-b8cd-58eab4eb60ed.yml b/data/us/committees/House-Committee-on-the-Budget-c9d6f979-7b13-5541-b8cd-58eab4eb60ed.yml
index 22eaa19f97..29879858b8 100644
--- a/data/us/committees/House-Committee-on-the-Budget-c9d6f979-7b13-5541-b8cd-58eab4eb60ed.yml
+++ b/data/us/committees/House-Committee-on-the-Budget-c9d6f979-7b13-5541-b8cd-58eab4eb60ed.yml
@@ -68,42 +68,42 @@ members:
 - name: Jack Bergman
   role: Member
   person_id: ocd-person/5f3b131a-0f64-5d55-875a-2861e5347727
-- name: A. Drew Ferguson IV
-  role: Member
-  person_id: ocd-person/cf441c62-91b4-52f5-b9c7-04a45290e5e4
 - name: Ilhan Omar
   role: Member
   person_id: ocd-person/dc1ded48-08a5-5981-be73-53bbbe668782
-- name: Chip Roy
+- name: A. Drew Ferguson IV
   role: Member
-  person_id: ocd-person/2398f81d-6371-544d-a7ff-24cf993a716b
+  person_id: ocd-person/cf441c62-91b4-52f5-b9c7-04a45290e5e4
 - name: David J. Trone
   role: Member
   person_id: ocd-person/e23c900b-5d24-55cb-a1d1-73ac69e597ef
-- name: Blake D. Moore
+- name: Chip Roy
   role: Member
-  person_id: ocd-person/3854aa11-1cec-58f6-8e90-c721a0db3525
+  person_id: ocd-person/2398f81d-6371-544d-a7ff-24cf993a716b
 - name: Becca Balint
   role: Member
   person_id: ocd-person/510c6c69-df0f-5b09-b4c7-066256ace832
-- name: David G. Valadao
+- name: Blake D. Moore
   role: Member
-  person_id: ocd-person/cf552a34-e9e1-5de9-9270-b5b441dd89fe
+  person_id: ocd-person/3854aa11-1cec-58f6-8e90-c721a0db3525
 - name: Robert C. "Bobby" Scott
   role: Member
   person_id: ocd-person/b20b2d62-fa4a-5014-baac-2f86e1c691eb
-- name: Ron Estes
+- name: David G. Valadao
   role: Member
-  person_id: ocd-person/09eb0ce6-8616-5896-b1d2-d90f494eb4d9
+  person_id: ocd-person/cf552a34-e9e1-5de9-9270-b5b441dd89fe
 - name: Adriano Espaillat
   role: Member
   person_id: ocd-person/0d73f18d-36c1-526d-9d5c-5a0a63ff60af
-- name: Lisa C. McClain
+- name: Ron Estes
   role: Member
-  person_id: ocd-person/f8a1c19c-3aa4-5c20-a8a4-211a40b2c540
+  person_id: ocd-person/09eb0ce6-8616-5896-b1d2-d90f494eb4d9
 - name: Thomas R. Suozzi
   role: Member
   person_id: ocd-person/4182b897-5c2e-5dff-a87c-aa7911e81a3d
+- name: Lisa C. McClain
+  role: Member
+  person_id: ocd-person/f8a1c19c-3aa4-5c20-a8a4-211a40b2c540
 - name: Michelle Fischbach
   role: Member
   person_id: ocd-person/66724fb4-e553-59cb-b8ba-314e3bf9f1ea
@@ -116,6 +116,9 @@ members:
 - name: Chuck Edwards
   role: Member
   person_id: ocd-person/1b8394c7-93d4-5a22-91cf-264782834b9b
+- name: Greg Lopez
+  role: Member
+  person_id: ocd-person/b513aafd-8615-53db-910f-b0d3e4c0dec6
 extras:
   address: 204 CHOB; Washington, DC 20515-6065
   phone: (202) 226-7270
diff --git a/data/us/committees/House-Committee-on-the-Judiciary-87d1d54e-6852-588a-9f1c-4cf682d217bb.yml b/data/us/committees/House-Committee-on-the-Judiciary-87d1d54e-6852-588a-9f1c-4cf682d217bb.yml
index 28b1c94114..a5d7e696f1 100644
--- a/data/us/committees/House-Committee-on-the-Judiciary-87d1d54e-6852-588a-9f1c-4cf682d217bb.yml
+++ b/data/us/committees/House-Committee-on-the-Judiciary-87d1d54e-6852-588a-9f1c-4cf682d217bb.yml
@@ -26,102 +26,102 @@ members:
 - name: Matt Gaetz
   role: Member
   person_id: ocd-person/89e031c0-3988-5b08-b7a3-7d4e63eb0579
-- name: Andy Biggs
-  role: Member
-  person_id: ocd-person/86b4b077-b73b-579b-bb73-bc5a4a73719a
 - name: Steve Cohen
   role: Member
   person_id: ocd-person/e56dabed-c7b4-51c2-a29b-c9850bc9feff
-- name: Tom McClintock
+- name: Andy Biggs
   role: Member
-  person_id: ocd-person/173a4f3f-e38f-569e-97b2-e0424195f16c
+  person_id: ocd-person/86b4b077-b73b-579b-bb73-bc5a4a73719a
 - name: Henry C. "Hank" Johnson, Jr.
   role: Member
   person_id: ocd-person/51b7316e-0885-571b-8a2e-daf54dd906bb
-- name: Thomas P. Tiffany
+- name: Tom McClintock
   role: Member
-  person_id: ocd-person/5048bd11-acf0-5775-a75f-5f085fc8bc11
+  person_id: ocd-person/173a4f3f-e38f-569e-97b2-e0424195f16c
 - name: Adam B. Schiff
   role: Member
   person_id: ocd-person/c5a3238c-f36a-5b17-af62-ca6dcce0b91d
-- name: Thomas Massie
+- name: Thomas P. Tiffany
   role: Member
-  person_id: ocd-person/7d1234be-d22a-5374-8022-59a795f0f3f4
+  person_id: ocd-person/5048bd11-acf0-5775-a75f-5f085fc8bc11
 - name: Eric Swalwell
   role: Member
   person_id: ocd-person/032302ae-d513-5e31-bafc-8bc3cbb18d7c
-- name: Chip Roy
+- name: Thomas Massie
   role: Member
-  person_id: ocd-person/2398f81d-6371-544d-a7ff-24cf993a716b
+  person_id: ocd-person/7d1234be-d22a-5374-8022-59a795f0f3f4
 - name: Ted Lieu
   role: Member
   person_id: ocd-person/b472f29c-b960-5cea-b5fb-0e9d4d6d10a4
-- name: Dan Bishop
+- name: Chip Roy
   role: Member
-  person_id: ocd-person/ff2f62f3-ccac-57d0-bcad-47a3bfeacb79
+  person_id: ocd-person/2398f81d-6371-544d-a7ff-24cf993a716b
 - name: Pramila Jayapal
   role: Member
   person_id: ocd-person/7849cc06-924b-5f36-a446-1f97d9fbdc63
-- name: Victoria Spartz
+- name: Dan Bishop
   role: Member
-  person_id: ocd-person/bdb81964-c3cc-5f48-8854-7b9c88c23755
+  person_id: ocd-person/ff2f62f3-ccac-57d0-bcad-47a3bfeacb79
 - name: J. Luis Correa
   role: Member
   person_id: ocd-person/86b65fd7-4549-51fa-80e8-eaf3daf3e60e
-- name: Scott Fitzgerald
+- name: Victoria Spartz
   role: Member
-  person_id: ocd-person/ad74f627-3223-5505-811c-599046becb2e
+  person_id: ocd-person/bdb81964-c3cc-5f48-8854-7b9c88c23755
 - name: Mary Gay Scanlon
   role: Member
   person_id: ocd-person/4dc45e4a-78e1-545f-94c1-10c1d9a12f15
-- name: Cliff Bentz
+- name: Scott Fitzgerald
   role: Member
-  person_id: ocd-person/dd9d3668-b18a-5102-8628-7f2972350402
+  person_id: ocd-person/ad74f627-3223-5505-811c-599046becb2e
 - name: Joe Neguse
   role: Member
   person_id: ocd-person/04243e35-118c-5541-a21e-763c594a083a
-- name: Ben Cline
+- name: Cliff Bentz
   role: Member
-  person_id: ocd-person/bb0d60f6-19a4-5229-a67d-a1d428e7c0b2
+  person_id: ocd-person/dd9d3668-b18a-5102-8628-7f2972350402
 - name: Lucy McBath
   role: Member
   person_id: ocd-person/b5d26a8a-2954-574c-abf8-1c232e928c9c
-- name: Lance Gooden
+- name: Ben Cline
   role: Member
-  person_id: ocd-person/8d52be7e-dba0-5b01-bb9a-c0cfb72fa609
+  person_id: ocd-person/bb0d60f6-19a4-5229-a67d-a1d428e7c0b2
 - name: Madeleine Dean
   role: Member
   person_id: ocd-person/1daf07ea-2575-511e-a5a8-47f0662cf209
-- name: Jefferson Van Drew
+- name: Lance Gooden
   role: Member
-  person_id: ocd-person/a7706596-7110-5866-935b-b44668b92af1
+  person_id: ocd-person/8d52be7e-dba0-5b01-bb9a-c0cfb72fa609
 - name: Veronica Escobar
   role: Member
   person_id: ocd-person/a656d2f5-2e90-535c-91d9-d27ad1150c03
-- name: Troy E. Nehls
+- name: Jefferson Van Drew
   role: Member
-  person_id: ocd-person/ec5c60e6-2666-535c-a95a-ec6ab9e02e3f
+  person_id: ocd-person/a7706596-7110-5866-935b-b44668b92af1
 - name: Deborah K. Ross
   role: Member
   person_id: ocd-person/ea21df34-9ef4-5746-b83a-700bdc2d1918
-- name: Barry Moore
+- name: Troy E. Nehls
   role: Member
-  person_id: ocd-person/b242258c-669a-53a7-be30-5f529f03398e
+  person_id: ocd-person/ec5c60e6-2666-535c-a95a-ec6ab9e02e3f
 - name: Cori Bush
   role: Member
   person_id: ocd-person/adba4aa8-0d6a-5a7f-9a71-d1a9f9c5e1a0
-- name: Kevin Kiley
+- name: Barry Moore
   role: Member
-  person_id: ocd-person/4aee9639-900f-5593-aab0-b55bb3e8da51
+  person_id: ocd-person/b242258c-669a-53a7-be30-5f529f03398e
 - name: Glenn Ivey
   role: Member
   person_id: ocd-person/3e53830a-108c-5864-92f1-9f9c8f7b1d0f
-- name: Harriet M. Hageman
+- name: Kevin Kiley
   role: Member
-  person_id: ocd-person/17005404-0e78-5bcc-8a71-d67af0e033fd
+  person_id: ocd-person/4aee9639-900f-5593-aab0-b55bb3e8da51
 - name: Becca Balint
   role: Member
   person_id: ocd-person/510c6c69-df0f-5b09-b4c7-066256ace832
+- name: Harriet M. Hageman
+  role: Member
+  person_id: ocd-person/17005404-0e78-5bcc-8a71-d67af0e033fd
 - name: Nathaniel Moran
   role: Member
   person_id: ocd-person/0c6bf250-87f0-5c8b-8c0f-31366a703a37
@@ -137,6 +137,9 @@ members:
 - name: Kelly Armstrong
   role: Member
   person_id: ocd-person/ea4b65ca-7dbf-575b-abdb-1ac17d6ebb13
+- name: Michael A. Rulli
+  role: Member
+  person_id: ocd-person/91ba3b6a-a4c8-54ab-8964-8498641a6d8f
 extras:
   address: 2138 RHOB; Washington, DC 20515-6216
   phone: (202) 225-6906
diff --git a/data/us/committees/House-Select-Subcommittee-on-the-Weaponization-of-the-Federal-Government-fd02e0dd-c7e5-53e0-aa57-eff00cdaab71.yml b/data/us/committees/House-Select-Subcommittee-on-the-Weaponization-of-the-Federal-Government-fd02e0dd-c7e5-53e0-aa57-eff00cdaab71.yml
index 6a04874506..a43d08fa13 100644
--- a/data/us/committees/House-Select-Subcommittee-on-the-Weaponization-of-the-Federal-Government-fd02e0dd-c7e5-53e0-aa57-eff00cdaab71.yml
+++ b/data/us/committees/House-Select-Subcommittee-on-the-Weaponization-of-the-Federal-Government-fd02e0dd-c7e5-53e0-aa57-eff00cdaab71.yml
@@ -45,21 +45,21 @@ members:
 - name: W. Gregory Steube
   role: Member
   person_id: ocd-person/5fdae4c2-ba21-56a4-ae8c-5e95a175a90a
-- name: Colin Z. Allred
+- name: Sylvia R. Garcia
   role: Member
-  person_id: ocd-person/45574c8a-7f88-525b-b5b8-255a8d69f335
+  person_id: ocd-person/168e0e9e-0d4c-57d2-99a6-8fc99be594be
 - name: Dan Bishop
   role: Member
   person_id: ocd-person/ff2f62f3-ccac-57d0-bcad-47a3bfeacb79
-- name: Sylvia R. Garcia
+- name: Daniel S. Goldman
   role: Member
-  person_id: ocd-person/168e0e9e-0d4c-57d2-99a6-8fc99be594be
+  person_id: ocd-person/4c77555b-f35d-53ca-8c7d-7950b90a1b60
 - name: Kat Cammack
   role: Member
   person_id: ocd-person/0963048e-e973-5563-a888-497a3bd4a492
-- name: Daniel S. Goldman
+- name: Jasmine Crockett
   role: Member
-  person_id: ocd-person/4c77555b-f35d-53ca-8c7d-7950b90a1b60
+  person_id: ocd-person/fafd6715-85a1-509b-98d1-6df68904f028
 - name: Harriet M. Hageman
   role: Member
   person_id: ocd-person/17005404-0e78-5bcc-8a71-d67af0e033fd
diff --git a/data/us/committees/Housing-Transportation-and-Community-Development-850bb7e7-83be-5e12-9300-f8185355e45b.yml b/data/us/committees/Housing-Transportation-and-Community-Development-850bb7e7-83be-5e12-9300-f8185355e45b.yml
index cbed8c84c0..6d6a142850 100644
--- a/data/us/committees/Housing-Transportation-and-Community-Development-850bb7e7-83be-5e12-9300-f8185355e45b.yml
+++ b/data/us/committees/Housing-Transportation-and-Community-Development-850bb7e7-83be-5e12-9300-f8185355e45b.yml
@@ -13,9 +13,6 @@ members:
 - name: Jack Reed
   role: Member
   person_id: ocd-person/e62576aa-1bf5-5664-ad0f-b1fdbcdead56
-- name: Robert Menendez
-  role: Member
-  person_id: ocd-person/cf399eb8-e1d0-58b8-ac90-fd10441d660b
 - name: Jon Tester
   role: Member
   person_id: ocd-person/9f388589-39f3-5470-af3d-d74720d56afc
diff --git a/data/us/committees/Immigration-Integrity-Security-and-Enforcement-af861711-e623-5952-ac02-b39cdac22a8b.yml b/data/us/committees/Immigration-Integrity-Security-and-Enforcement-af861711-e623-5952-ac02-b39cdac22a8b.yml
index 92a63f65a5..17361ee445 100644
--- a/data/us/committees/Immigration-Integrity-Security-and-Enforcement-af861711-e623-5952-ac02-b39cdac22a8b.yml
+++ b/data/us/committees/Immigration-Integrity-Security-and-Enforcement-af861711-e623-5952-ac02-b39cdac22a8b.yml
@@ -34,18 +34,18 @@ members:
 - name: Victoria Spartz
   role: Member
   person_id: ocd-person/bdb81964-c3cc-5f48-8854-7b9c88c23755
-- name: Jefferson Van Drew
-  role: Member
-  person_id: ocd-person/a7706596-7110-5866-935b-b44668b92af1
 - name: Deborah K. Ross
   role: Member
   person_id: ocd-person/ea21df34-9ef4-5746-b83a-700bdc2d1918
-- name: Troy E. Nehls
+- name: Jefferson Van Drew
   role: Member
-  person_id: ocd-person/ec5c60e6-2666-535c-a95a-ec6ab9e02e3f
+  person_id: ocd-person/a7706596-7110-5866-935b-b44668b92af1
 - name: Eric Swalwell
   role: Member
   person_id: ocd-person/032302ae-d513-5e31-bafc-8bc3cbb18d7c
+- name: Troy E. Nehls
+  role: Member
+  person_id: ocd-person/ec5c60e6-2666-535c-a95a-ec6ab9e02e3f
 - name: Barry Moore
   role: Member
   person_id: ocd-person/b242258c-669a-53a7-be30-5f529f03398e
diff --git a/data/us/committees/International-Trade-Customs-and-Global-Competitiveness-5607eb02-65e2-5d18-a00a-dad347b43a52.yml b/data/us/committees/International-Trade-Customs-and-Global-Competitiveness-5607eb02-65e2-5d18-a00a-dad347b43a52.yml
index ed9b68c22a..515a78108d 100644
--- a/data/us/committees/International-Trade-Customs-and-Global-Competitiveness-5607eb02-65e2-5d18-a00a-dad347b43a52.yml
+++ b/data/us/committees/International-Trade-Customs-and-Global-Competitiveness-5607eb02-65e2-5d18-a00a-dad347b43a52.yml
@@ -16,9 +16,6 @@ members:
 - name: Debbie Stabenow
   role: Member
   person_id: ocd-person/a18130ac-79f6-54ad-a80d-14b143f0742f
-- name: Robert Menendez
-  role: Member
-  person_id: ocd-person/cf399eb8-e1d0-58b8-ac90-fd10441d660b
 - name: Benjamin L. Cardin
   role: Member
   person_id: ocd-person/18b53a95-c658-5a23-8c3e-074a7e0d27e3
diff --git a/data/us/committees/Oversight-Investigations-and-Regulations-c0562c5b-798a-554e-a492-1bb54f617dc1.yml b/data/us/committees/Oversight-Investigations-and-Regulations-c0562c5b-798a-554e-a492-1bb54f617dc1.yml
index 074391793e..fddb10629d 100644
--- a/data/us/committees/Oversight-Investigations-and-Regulations-c0562c5b-798a-554e-a492-1bb54f617dc1.yml
+++ b/data/us/committees/Oversight-Investigations-and-Regulations-c0562c5b-798a-554e-a492-1bb54f617dc1.yml
@@ -10,18 +10,21 @@ members:
 - name: Beth Van Duyne
   role: Chairman
   person_id: ocd-person/861bd195-d8aa-5e72-9699-4f5ad3d5e499
-- name: Marie Gluesenkamp Perez
+- name: Shri Thanedar
   role: Ranking Member
-  person_id: ocd-person/3d465b8f-2f67-5283-8cab-da3990ec8c49
+  person_id: ocd-person/cca4b382-1b0b-5872-86a8-abe74e9f6e3a
 - name: Mark Alford
   role: Member
   person_id: ocd-person/baf62641-318a-58be-bb76-f7c6aeb97684
-- name: Jared F. Golden
+- name: Marie Gluesenkamp Perez
   role: Member
-  person_id: ocd-person/3c47a44a-29b8-5aa1-b61a-9e49ea0caf99
+  person_id: ocd-person/3d465b8f-2f67-5283-8cab-da3990ec8c49
 - name: Elijah Crane
   role: Member
   person_id: ocd-person/e59ccc1e-b5f0-5b86-9b5b-a8fbf6038665
+- name: Jared F. Golden
+  role: Member
+  person_id: ocd-person/3c47a44a-29b8-5aa1-b61a-9e49ea0caf99
 - name: Aaron Bean
   role: Member
   person_id: ocd-person/a5212de0-6253-5b67-8473-2b00d1f22da6
diff --git a/data/us/committees/Securities-Insurance-and-Investment-76aa349e-9189-5f00-a764-266a09693a8c.yml b/data/us/committees/Securities-Insurance-and-Investment-76aa349e-9189-5f00-a764-266a09693a8c.yml
index dede49f673..69752a339d 100644
--- a/data/us/committees/Securities-Insurance-and-Investment-76aa349e-9189-5f00-a764-266a09693a8c.yml
+++ b/data/us/committees/Securities-Insurance-and-Investment-76aa349e-9189-5f00-a764-266a09693a8c.yml
@@ -7,9 +7,6 @@ parent: ocd-organization/14d6c954-3d17-5ba0-b6b6-b2239860473d
 sources:
 - url: https://theunitedstates.io/
 members:
-- name: Robert Menendez
-  role: Chairman
-  person_id: ocd-person/cf399eb8-e1d0-58b8-ac90-fd10441d660b
 - name: Jack Reed
   role: Member
   person_id: ocd-person/e62576aa-1bf5-5664-ad0f-b1fdbcdead56
diff --git a/data/us/committees/Senate-Committee-on-Banking-Housing-and-Urban-Affairs-14d6c954-3d17-5ba0-b6b6-b2239860473d.yml b/data/us/committees/Senate-Committee-on-Banking-Housing-and-Urban-Affairs-14d6c954-3d17-5ba0-b6b6-b2239860473d.yml
index c8ca2e550b..bfe01ace22 100644
--- a/data/us/committees/Senate-Committee-on-Banking-Housing-and-Urban-Affairs-14d6c954-3d17-5ba0-b6b6-b2239860473d.yml
+++ b/data/us/committees/Senate-Committee-on-Banking-Housing-and-Urban-Affairs-14d6c954-3d17-5ba0-b6b6-b2239860473d.yml
@@ -15,9 +15,6 @@ members:
 - name: Jack Reed
   role: Member
   person_id: ocd-person/e62576aa-1bf5-5664-ad0f-b1fdbcdead56
-- name: Robert Menendez
-  role: Member
-  person_id: ocd-person/cf399eb8-e1d0-58b8-ac90-fd10441d660b
 - name: Jon Tester
   role: Member
   person_id: ocd-person/9f388589-39f3-5470-af3d-d74720d56afc
@@ -45,6 +42,9 @@ members:
 - name: Laphonza R. Butler
   role: Member
   person_id: ocd-person/0490575c-d32c-56f5-9d82-c0511ebe4fb8
+- name: George S. Helmy
+  role: Member
+  person_id: ocd-person/ef3e7d6c-ac3c-58d2-9404-0b164aea0477
 - name: Tim Scott
   role: Ranking Member
   person_id: ocd-person/3bb4a99e-9448-5b35-86cd-114bd035535e
diff --git a/data/us/committees/Senate-Committee-on-Finance-b8ec79d0-d36a-54d6-a585-14c6f65c5700.yml b/data/us/committees/Senate-Committee-on-Finance-b8ec79d0-d36a-54d6-a585-14c6f65c5700.yml
index 56bd1b8d7e..70d05aec61 100644
--- a/data/us/committees/Senate-Committee-on-Finance-b8ec79d0-d36a-54d6-a585-14c6f65c5700.yml
+++ b/data/us/committees/Senate-Committee-on-Finance-b8ec79d0-d36a-54d6-a585-14c6f65c5700.yml
@@ -18,9 +18,6 @@ members:
 - name: Maria Cantwell
   role: Member
   person_id: ocd-person/46c3b77a-7d00-5ecc-83d0-04c8fa05bf04
-- name: Robert Menendez
-  role: Member
-  person_id: ocd-person/cf399eb8-e1d0-58b8-ac90-fd10441d660b
 - name: Thomas R. Carper
   role: Member
   person_id: ocd-person/762f36c5-6766-5708-9066-d1d6340500d3
@@ -51,6 +48,9 @@ members:
 - name: Elizabeth Warren
   role: Member
   person_id: ocd-person/3de20aaf-f982-5aa3-8280-c5154be829aa
+- name: George S. Helmy
+  role: Member
+  person_id: ocd-person/ef3e7d6c-ac3c-58d2-9404-0b164aea0477
 - name: Mike Crapo
   role: Ranking Member
   person_id: ocd-person/9243a3a9-4e91-5fc8-9643-ae46455b688b
diff --git a/data/us/committees/Senate-Committee-on-Foreign-Relations-9f3e78d9-3849-5435-8ea4-77c32657f12d.yml b/data/us/committees/Senate-Committee-on-Foreign-Relations-9f3e78d9-3849-5435-8ea4-77c32657f12d.yml
index fa6747dff2..0f096e82ad 100644
--- a/data/us/committees/Senate-Committee-on-Foreign-Relations-9f3e78d9-3849-5435-8ea4-77c32657f12d.yml
+++ b/data/us/committees/Senate-Committee-on-Foreign-Relations-9f3e78d9-3849-5435-8ea4-77c32657f12d.yml
@@ -12,9 +12,6 @@ members:
 - name: Benjamin L. Cardin
   role: Chairman
   person_id: ocd-person/18b53a95-c658-5a23-8c3e-074a7e0d27e3
-- name: Robert Menendez
-  role: Member
-  person_id: ocd-person/cf399eb8-e1d0-58b8-ac90-fd10441d660b
 - name: Jeanne Shaheen
   role: Member
   person_id: ocd-person/6d497134-2c53-5987-add8-6fffeaa96cda
@@ -42,6 +39,9 @@ members:
 - name: Tammy Duckworth
   role: Member
   person_id: ocd-person/c02182c1-3275-5f3e-9c66-2f0873cc72c7
+- name: George S. Helmy
+  role: Member
+  person_id: ocd-person/ef3e7d6c-ac3c-58d2-9404-0b164aea0477
 - name: James E. Risch
   role: Ranking Member
   person_id: ocd-person/e8bb2501-1603-543f-9667-9089f781aa97
diff --git a/data/us/committees/Social-Security-fd346d0a-24fb-55d5-8a46-25c1cf58babb.yml b/data/us/committees/Social-Security-fd346d0a-24fb-55d5-8a46-25c1cf58babb.yml
index d0b2746839..d3fae3198d 100644
--- a/data/us/committees/Social-Security-fd346d0a-24fb-55d5-8a46-25c1cf58babb.yml
+++ b/data/us/committees/Social-Security-fd346d0a-24fb-55d5-8a46-25c1cf58babb.yml
@@ -16,24 +16,24 @@ members:
 - name: Mike Carey
   role: Member
   person_id: ocd-person/e2402add-94f2-53fa-9f40-69ba590c744f
-- name: David Schweikert
-  role: Member
-  person_id: ocd-person/100d00e0-275c-5bd0-960e-c24c3b50a8e5
 - name: "Linda T. S\xE1nchez"
   role: Member
   person_id: ocd-person/b01048a9-27a5-5fed-b5ef-7bf3b3be6d04
-- name: Ron Estes
+- name: David Schweikert
   role: Member
-  person_id: ocd-person/09eb0ce6-8616-5896-b1d2-d90f494eb4d9
+  person_id: ocd-person/100d00e0-275c-5bd0-960e-c24c3b50a8e5
 - name: Daniel T. Kildee
   role: Member
   person_id: ocd-person/ba55e5b8-ac4e-5ea8-b7a8-d180e10a3562
-- name: Blake D. Moore
+- name: Ron Estes
   role: Member
-  person_id: ocd-person/3854aa11-1cec-58f6-8e90-c721a0db3525
+  person_id: ocd-person/09eb0ce6-8616-5896-b1d2-d90f494eb4d9
 - name: Gwen Moore
   role: Member
   person_id: ocd-person/0223a517-1c97-5425-8bca-2120c45ce2e5
+- name: Blake D. Moore
+  role: Member
+  person_id: ocd-person/3854aa11-1cec-58f6-8e90-c721a0db3525
 - name: Randy Feenstra
   role: Member
   person_id: ocd-person/31a92a8a-f498-5ca5-a37b-fd92b162c913
diff --git a/data/us/committees/Taxation-and-IRS-Oversight-12b89030-0242-5904-ac84-36ae33e8b35b.yml b/data/us/committees/Taxation-and-IRS-Oversight-12b89030-0242-5904-ac84-36ae33e8b35b.yml
index 5fe82f9299..547b56c762 100644
--- a/data/us/committees/Taxation-and-IRS-Oversight-12b89030-0242-5904-ac84-36ae33e8b35b.yml
+++ b/data/us/committees/Taxation-and-IRS-Oversight-12b89030-0242-5904-ac84-36ae33e8b35b.yml
@@ -13,9 +13,6 @@ members:
 - name: Ron Wyden
   role: Member
   person_id: ocd-person/7b0a82d1-eb2f-53a3-8352-de8b64d41060
-- name: Robert Menendez
-  role: Member
-  person_id: ocd-person/cf399eb8-e1d0-58b8-ac90-fd10441d660b
 - name: Benjamin L. Cardin
   role: Member
   person_id: ocd-person/18b53a95-c658-5a23-8c3e-074a7e0d27e3
diff --git a/data/us/committees/The-Administrative-State-Regulatory-Reform-and-Antitrust-287f1d9b-8dc0-5179-9e5e-32f7a43631d9.yml b/data/us/committees/The-Administrative-State-Regulatory-Reform-and-Antitrust-287f1d9b-8dc0-5179-9e5e-32f7a43631d9.yml
index 901ac42f8d..bc3efd97cb 100644
--- a/data/us/committees/The-Administrative-State-Regulatory-Reform-and-Antitrust-287f1d9b-8dc0-5179-9e5e-32f7a43631d9.yml
+++ b/data/us/committees/The-Administrative-State-Regulatory-Reform-and-Antitrust-287f1d9b-8dc0-5179-9e5e-32f7a43631d9.yml
@@ -79,6 +79,9 @@ members:
 - name: Becca Balint
   role: Member
   person_id: ocd-person/510c6c69-df0f-5b09-b4c7-066256ace832
+- name: Kelly Armstrong
+  role: Member
+  person_id: ocd-person/ea4b65ca-7dbf-575b-abdb-1ac17d6ebb13
 extras:
   address: 2138 RHOB; Washington, DC 20515
   phone: (202) 225-6906
diff --git a/data/us/committees/The-Constitution-and-Limited-Government-a0e04954-0557-5917-bc5b-6b55b4510655.yml b/data/us/committees/The-Constitution-and-Limited-Government-a0e04954-0557-5917-bc5b-6b55b4510655.yml
index 91ac8f047a..3d1ce3af84 100644
--- a/data/us/committees/The-Constitution-and-Limited-Government-a0e04954-0557-5917-bc5b-6b55b4510655.yml
+++ b/data/us/committees/The-Constitution-and-Limited-Government-a0e04954-0557-5917-bc5b-6b55b4510655.yml
@@ -7,15 +7,15 @@ parent: ocd-organization/87d1d54e-6852-588a-9f1c-4cf682d217bb
 sources:
 - url: https://theunitedstates.io/
 members:
-- name: Tom McClintock
-  role: Chair
-  person_id: ocd-person/173a4f3f-e38f-569e-97b2-e0424195f16c
+- name: Chip Roy
+  role: Chairman
+  person_id: ocd-person/2398f81d-6371-544d-a7ff-24cf993a716b
 - name: Mary Gay Scanlon
   role: Ranking Member
   person_id: ocd-person/4dc45e4a-78e1-545f-94c1-10c1d9a12f15
-- name: Chip Roy
+- name: Tom McClintock
   role: Member
-  person_id: ocd-person/2398f81d-6371-544d-a7ff-24cf993a716b
+  person_id: ocd-person/173a4f3f-e38f-569e-97b2-e0424195f16c
 - name: Steve Cohen
   role: Member
   person_id: ocd-person/e56dabed-c7b4-51c2-a29b-c9850bc9feff
diff --git a/data/us/committees/Transportation-and-Maritime-Security-9b84f74b-985e-5ad3-b044-2a30f37264f7.yml b/data/us/committees/Transportation-and-Maritime-Security-9b84f74b-985e-5ad3-b044-2a30f37264f7.yml
index 7a43d1058f..a24a0b9699 100644
--- a/data/us/committees/Transportation-and-Maritime-Security-9b84f74b-985e-5ad3-b044-2a30f37264f7.yml
+++ b/data/us/committees/Transportation-and-Maritime-Security-9b84f74b-985e-5ad3-b044-2a30f37264f7.yml
@@ -22,6 +22,9 @@ members:
 - name: Nick LaLota
   role: Member
   person_id: ocd-person/30fe5d74-0224-5d11-92d2-5766471e6cc5
+- name: Timothy M. Kennedy
+  role: Member
+  person_id: ocd-person/7d860788-e85f-5f23-a7dc-133364f9d4e9
 - name: Laurel M. Lee
   role: Member
   person_id: ocd-person/96350e36-02c1-512a-8b83-fdd0dd93be88

From 4839d04bee3eb4eba14d5ac1f3f6a28ccff33925 Mon Sep 17 00:00:00 2001
From: NewAgeAirbender <34139325+NewAgeAirbender@users.noreply.github.com>
Date: Mon, 16 Sep 2024 16:14:26 -0500
Subject: [PATCH 06/10] NM: fix committees

---
 .../legislature-Rules-74c007ab-48cb-4d5e-82dc-f03832bf01ef.yml  | 2 --
 .../lower-Education-9f014125-7029-42cf-ace8-009205271cdb.yml    | 2 --
 .../lower-Judiciary-8263fc4e-dfd2-4c02-98a8-855b88616577.yml    | 2 --
 .../upper-Education-0bc52c72-c4ee-4956-92f7-01dd9bae9a56.yml    | 2 --
 .../upper-Judiciary-4b69d44d-7e19-4990-8d1f-1ac6ee773e69.yml    | 2 --
 .../upper-Rules-1dc7e0e2-3545-495e-b03a-3ecd48a3e521.yml        | 2 --
 6 files changed, 12 deletions(-)

diff --git a/data/nm/committees/legislature-Rules-74c007ab-48cb-4d5e-82dc-f03832bf01ef.yml b/data/nm/committees/legislature-Rules-74c007ab-48cb-4d5e-82dc-f03832bf01ef.yml
index 43c4f8e7e3..12cf5af2aa 100644
--- a/data/nm/committees/legislature-Rules-74c007ab-48cb-4d5e-82dc-f03832bf01ef.yml
+++ b/data/nm/committees/legislature-Rules-74c007ab-48cb-4d5e-82dc-f03832bf01ef.yml
@@ -37,8 +37,6 @@ members:
   role: member
   person_id: ocd-person/f1144347-0a16-43e4-97b9-01308a890631
 other_names:
-- name: Committee on Rules
 - name: Joint Committee on Rules
 - name: Joint Rules
 - name: Joint Rules Committee
-- name: Rules Committee
diff --git a/data/nm/committees/lower-Education-9f014125-7029-42cf-ace8-009205271cdb.yml b/data/nm/committees/lower-Education-9f014125-7029-42cf-ace8-009205271cdb.yml
index dc060b0111..8fe7aa4e74 100644
--- a/data/nm/committees/lower-Education-9f014125-7029-42cf-ace8-009205271cdb.yml
+++ b/data/nm/committees/lower-Education-9f014125-7029-42cf-ace8-009205271cdb.yml
@@ -49,8 +49,6 @@ members:
   role: member
   person_id: ocd-person/bc947ac1-c584-4e5f-84a9-ea9f6ac959c6
 other_names:
-- name: Committee on Education
-- name: Education Committee
 - name: House Committee on Education
 - name: House Education
 - name: House Education Committee
diff --git a/data/nm/committees/lower-Judiciary-8263fc4e-dfd2-4c02-98a8-855b88616577.yml b/data/nm/committees/lower-Judiciary-8263fc4e-dfd2-4c02-98a8-855b88616577.yml
index bd72564217..9039765f10 100644
--- a/data/nm/committees/lower-Judiciary-8263fc4e-dfd2-4c02-98a8-855b88616577.yml
+++ b/data/nm/committees/lower-Judiciary-8263fc4e-dfd2-4c02-98a8-855b88616577.yml
@@ -43,8 +43,6 @@ members:
   role: member
   person_id: ocd-person/0b7d9451-0462-4064-b28e-6d44123edd1e
 other_names:
-- name: Committee on Judiciary
 - name: House Committee on Judiciary
 - name: House Judiciary
 - name: House Judiciary Committee
-- name: Judiciary Committee
diff --git a/data/nm/committees/upper-Education-0bc52c72-c4ee-4956-92f7-01dd9bae9a56.yml b/data/nm/committees/upper-Education-0bc52c72-c4ee-4956-92f7-01dd9bae9a56.yml
index 9c2b75b0f4..a4fbc380af 100644
--- a/data/nm/committees/upper-Education-0bc52c72-c4ee-4956-92f7-01dd9bae9a56.yml
+++ b/data/nm/committees/upper-Education-0bc52c72-c4ee-4956-92f7-01dd9bae9a56.yml
@@ -37,8 +37,6 @@ members:
   role: member
   person_id: ocd-person/fa98430a-5031-4c64-bd6d-8a6f0cc4043e
 other_names:
-- name: Committee on Education
-- name: Education Committee
 - name: Senate Committee on Education
 - name: Senate Education
 - name: Senate Education Committee
diff --git a/data/nm/committees/upper-Judiciary-4b69d44d-7e19-4990-8d1f-1ac6ee773e69.yml b/data/nm/committees/upper-Judiciary-4b69d44d-7e19-4990-8d1f-1ac6ee773e69.yml
index 9dcdb44e51..a1e82f0ab5 100644
--- a/data/nm/committees/upper-Judiciary-4b69d44d-7e19-4990-8d1f-1ac6ee773e69.yml
+++ b/data/nm/committees/upper-Judiciary-4b69d44d-7e19-4990-8d1f-1ac6ee773e69.yml
@@ -40,8 +40,6 @@ members:
   role: member
   person_id: ocd-person/7595b557-0c70-44e3-a26b-af533d1ca94d
 other_names:
-- name: Committee on Judiciary
-- name: Judiciary Committee
 - name: Senate Committee on Judiciary
 - name: Senate Judiciary
 - name: Senate Judiciary Committee
diff --git a/data/nm/committees/upper-Rules-1dc7e0e2-3545-495e-b03a-3ecd48a3e521.yml b/data/nm/committees/upper-Rules-1dc7e0e2-3545-495e-b03a-3ecd48a3e521.yml
index 212e623f06..2e869e5a54 100644
--- a/data/nm/committees/upper-Rules-1dc7e0e2-3545-495e-b03a-3ecd48a3e521.yml
+++ b/data/nm/committees/upper-Rules-1dc7e0e2-3545-495e-b03a-3ecd48a3e521.yml
@@ -47,8 +47,6 @@ members:
   role: member
   person_id: ocd-person/f1144347-0a16-43e4-97b9-01308a890631
 other_names:
-- name: Committee on Rules
-- name: Rules Committee
 - name: Senate Committee on Rules
 - name: Senate Rules
 - name: Senate Rules Committee

From 2fc620d5f6f8d5b07174fae4a53a79367cfca5ea Mon Sep 17 00:00:00 2001
From: NewAgeAirbender <34139325+NewAgeAirbender@users.noreply.github.com>
Date: Mon, 16 Sep 2024 16:16:22 -0500
Subject: [PATCH 07/10] US: fix lint

---
 .../Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/data/us/legislature/Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml b/data/us/legislature/Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml
index c21d89935c..6c26230af8 100644
--- a/data/us/legislature/Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml
+++ b/data/us/legislature/Scott-Franklin-04fde057-6aef-56ae-9baa-b1450d74ab09.yml
@@ -48,4 +48,4 @@ other_identifiers:
 - scheme: google_entity_id
   identifier: kg:/g/11ft5hszwx
 sources:
-- url: https://theunitedstates.io/
\ No newline at end of file
+- url: https://theunitedstates.io/

From d43bde14ee8323fcfd4ed86da44a5d8b4ec8e471 Mon Sep 17 00:00:00 2001
From: NewAgeAirbender <34139325+NewAgeAirbender@users.noreply.github.com>
Date: Mon, 16 Sep 2024 16:21:09 -0500
Subject: [PATCH 08/10] MS: test for the Boyds

---
 .../Andy-Boyd-95d25b69-8eb7-44cd-a789-54351e17970c.yml          | 2 +-
 .../Nicole-Boyd-befe53fc-f95d-49df-93f4-9985e00151e6.yml        | 1 -
 .../Randy-P-Boyd-defa75f7-917e-42da-9d2c-403ad80d1995.yml       | 2 +-
 3 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/data/ms/legislature/Andy-Boyd-95d25b69-8eb7-44cd-a789-54351e17970c.yml b/data/ms/legislature/Andy-Boyd-95d25b69-8eb7-44cd-a789-54351e17970c.yml
index ce4791e195..1f9a2ebc27 100644
--- a/data/ms/legislature/Andy-Boyd-95d25b69-8eb7-44cd-a789-54351e17970c.yml
+++ b/data/ms/legislature/Andy-Boyd-95d25b69-8eb7-44cd-a789-54351e17970c.yml
@@ -27,11 +27,11 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/boyd_(37th).xml
   note: homepage
 other_names:
+- name: Boyd (37th)
 - name: A. Boyd
 - name: Boyd, A.
 - name: G.A. Boyd
 - name: George Andrew Boyd
-- name: Boyd (37th)
 sources:
 - url: https://ballotpedia.org/Andy_Boyd
 - url: https://billstatus.ls.state.ms.us/members/house/boyd_(37).xml
diff --git a/data/ms/legislature/Nicole-Boyd-befe53fc-f95d-49df-93f4-9985e00151e6.yml b/data/ms/legislature/Nicole-Boyd-befe53fc-f95d-49df-93f4-9985e00151e6.yml
index e495d85558..95b8216b30 100644
--- a/data/ms/legislature/Nicole-Boyd-befe53fc-f95d-49df-93f4-9985e00151e6.yml
+++ b/data/ms/legislature/Nicole-Boyd-befe53fc-f95d-49df-93f4-9985e00151e6.yml
@@ -30,7 +30,6 @@ other_names:
 - name: N. Boyd
 - name: N.A. Boyd
 - name: Nicole Akins Boyd
-- name: Boyd
 sources:
 - url: https://ballotpedia.org/Nicole_Boyd
 - url: https://billstatus.ls.state.ms.us/members/senate/boyd.xml
diff --git a/data/ms/legislature/Randy-P-Boyd-defa75f7-917e-42da-9d2c-403ad80d1995.yml b/data/ms/legislature/Randy-P-Boyd-defa75f7-917e-42da-9d2c-403ad80d1995.yml
index 44dc60e970..2ce6fa5dc5 100644
--- a/data/ms/legislature/Randy-P-Boyd-defa75f7-917e-42da-9d2c-403ad80d1995.yml
+++ b/data/ms/legislature/Randy-P-Boyd-defa75f7-917e-42da-9d2c-403ad80d1995.yml
@@ -29,12 +29,12 @@ links:
 - url: https://billstatus.ls.state.ms.us/members/house/boyd_(19th).xml
   note: homepage
 other_names:
+- name: Boyd (19th)
 - name: Boyd, R.
 - name: R. Boyd
 - name: R.P. Boyd
 - name: Randy Phillip Boyd
 - name: Randy P. Boyd
-- name: Boyd (19th)
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000215

From 76e65e102e499433b50d90bf83eb12d2bc9b943c Mon Sep 17 00:00:00 2001
From: NewAgeAirbender <34139325+NewAgeAirbender@users.noreply.github.com>
Date: Mon, 16 Sep 2024 16:43:23 -0500
Subject: [PATCH 09/10] MS: fix people other_names

---
 .../Andy-Stepp-db170373-6140-4fbc-ab64-452d2abcd987.yml         | 1 +
 .../Angela-Burks-Hill-4004cf9a-6d23-4323-b158-00f22078d2b4.yml  | 1 +
 .../Barbara-Blackmon-3b2b3cb2-3ef8-400d-b395-6b0895ea7631.yml   | 1 +
 .../Beth-Waldo-27f187c6-8755-4a18-a32a-dd5b5d7831c8.yml         | 1 +
 .../Billy-Adam-Calvert-15f21051-d36c-4a2a-aa96-100bb8cb693b.yml | 1 -
 .../Brad-Mattox-487214e9-b0e2-4741-8bd4-a043a1dd19a5.yml        | 1 +
 .../Chuck-Blackwell-4a046f0b-1286-4bb3-aea0-7284adab76fd.yml    | 1 +
 .../Daniel-H-Sparks-32153f0b-aa40-4989-9787-e2608c55a87e.yml    | 1 -
 .../Edward-Blackmon-Jr-c38da14f-37fd-48fd-9903-e63ce18c1215.yml | 1 -
 .../Jimmy-Fondren-af90acc6-0f51-4638-9b7a-51afc5acb0a3.yml      | 1 +
 .../Justis-Gibbs-48af55d6-95ef-4e57-9ec3-a566af0ce517.yml       | 1 +
 .../Robert-L-Jackson-0fde8bcf-e43a-4b39-a9a5-b7869424e2d9.yml   | 2 +-
 .../Rodney-Hall-6d293363-c72f-479b-81fc-225071ac4913.yml        | 1 +
 ...a-Butler-Washington-c135a4b0-9620-4eef-b561-2b08beda7289.yml | 1 +
 .../Zack-Grady-b62cfb62-68b6-4804-a1ff-f0259e7513b4.yml         | 1 +
 15 files changed, 12 insertions(+), 4 deletions(-)

diff --git a/data/ms/legislature/Andy-Stepp-db170373-6140-4fbc-ab64-452d2abcd987.yml b/data/ms/legislature/Andy-Stepp-db170373-6140-4fbc-ab64-452d2abcd987.yml
index c80a4de813..93c956c7a1 100644
--- a/data/ms/legislature/Andy-Stepp-db170373-6140-4fbc-ab64-452d2abcd987.yml
+++ b/data/ms/legislature/Andy-Stepp-db170373-6140-4fbc-ab64-452d2abcd987.yml
@@ -26,6 +26,7 @@ links:
 other_names:
 - name: A. Stepp
 - name: Stepp, A.
+- name: Andrew Stepp
 sources:
 - url: https://ballotpedia.org/Andrew_Stepp
 - url: https://billstatus.ls.state.ms.us/members/house/stepp.xml
diff --git a/data/ms/legislature/Angela-Burks-Hill-4004cf9a-6d23-4323-b158-00f22078d2b4.yml b/data/ms/legislature/Angela-Burks-Hill-4004cf9a-6d23-4323-b158-00f22078d2b4.yml
index c4e3e7fc1b..3ab06bfbdf 100644
--- a/data/ms/legislature/Angela-Burks-Hill-4004cf9a-6d23-4323-b158-00f22078d2b4.yml
+++ b/data/ms/legislature/Angela-Burks-Hill-4004cf9a-6d23-4323-b158-00f22078d2b4.yml
@@ -28,6 +28,7 @@ other_names:
 - name: A. Hill
 - name: A.B. Hill
 - name: Hill, A.
+- name: Angela B. Hill
 - name: Angela Burks Hill
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Barbara-Blackmon-3b2b3cb2-3ef8-400d-b395-6b0895ea7631.yml b/data/ms/legislature/Barbara-Blackmon-3b2b3cb2-3ef8-400d-b395-6b0895ea7631.yml
index ef9588aff6..bbadb5f671 100644
--- a/data/ms/legislature/Barbara-Blackmon-3b2b3cb2-3ef8-400d-b395-6b0895ea7631.yml
+++ b/data/ms/legislature/Barbara-Blackmon-3b2b3cb2-3ef8-400d-b395-6b0895ea7631.yml
@@ -28,6 +28,7 @@ other_names:
 - name: B.J. Blackmon
 - name: Blackmon, B.
 - name: Bradford Jerome Blackmon
+- name: Bradford J. Blackmon
 - name: Barbara Blackmon
 other_identifiers:
 - scheme: legacy_openstates
diff --git a/data/ms/legislature/Beth-Waldo-27f187c6-8755-4a18-a32a-dd5b5d7831c8.yml b/data/ms/legislature/Beth-Waldo-27f187c6-8755-4a18-a32a-dd5b5d7831c8.yml
index 0129498dbb..637cd6c707 100644
--- a/data/ms/legislature/Beth-Waldo-27f187c6-8755-4a18-a32a-dd5b5d7831c8.yml
+++ b/data/ms/legislature/Beth-Waldo-27f187c6-8755-4a18-a32a-dd5b5d7831c8.yml
@@ -27,6 +27,7 @@ other_names:
 - name: B. Waldo
 - name: B.L. Waldo
 - name: Waldo, B.
+- name: Beth Luther Waldo
 sources:
 - url: https://ballotpedia.org/Beth_Luther_Waldo
 - url: https://billstatus.ls.state.ms.us/members/house/waldo.xml
diff --git a/data/ms/legislature/Billy-Adam-Calvert-15f21051-d36c-4a2a-aa96-100bb8cb693b.yml b/data/ms/legislature/Billy-Adam-Calvert-15f21051-d36c-4a2a-aa96-100bb8cb693b.yml
index 5f42e453b7..2f5b0b271a 100644
--- a/data/ms/legislature/Billy-Adam-Calvert-15f21051-d36c-4a2a-aa96-100bb8cb693b.yml
+++ b/data/ms/legislature/Billy-Adam-Calvert-15f21051-d36c-4a2a-aa96-100bb8cb693b.yml
@@ -28,7 +28,6 @@ other_names:
 - name: B. Calvert
 - name: B.A. Calvert
 - name: Calvert, B.
-- name: Calvert
 sources:
 - url: https://ballotpedia.org/Billy_Adam_Calvert
 - url: https://billstatus.ls.state.ms.us/members/house/calvert.xml
diff --git a/data/ms/legislature/Brad-Mattox-487214e9-b0e2-4741-8bd4-a043a1dd19a5.yml b/data/ms/legislature/Brad-Mattox-487214e9-b0e2-4741-8bd4-a043a1dd19a5.yml
index c36265517b..15e6c7b8a4 100644
--- a/data/ms/legislature/Brad-Mattox-487214e9-b0e2-4741-8bd4-a043a1dd19a5.yml
+++ b/data/ms/legislature/Brad-Mattox-487214e9-b0e2-4741-8bd4-a043a1dd19a5.yml
@@ -27,6 +27,7 @@ links:
 other_names:
 - name: B. Mattox
 - name: Mattox, B.
+- name: Bradford Mattox
 sources:
 - url: https://ballotpedia.org/Brad_Mattox
 - url: https://billstatus.ls.state.ms.us/members/house/mattox.xml
diff --git a/data/ms/legislature/Chuck-Blackwell-4a046f0b-1286-4bb3-aea0-7284adab76fd.yml b/data/ms/legislature/Chuck-Blackwell-4a046f0b-1286-4bb3-aea0-7284adab76fd.yml
index ede917d5d4..c7209d23e6 100644
--- a/data/ms/legislature/Chuck-Blackwell-4a046f0b-1286-4bb3-aea0-7284adab76fd.yml
+++ b/data/ms/legislature/Chuck-Blackwell-4a046f0b-1286-4bb3-aea0-7284adab76fd.yml
@@ -26,6 +26,7 @@ other_names:
 - name: Blackwell, C.
 - name: C. Blackwell
 - name: C.G. Blackwell
+- name: Charles Gray Blackwell
 sources:
 - url: https://ballotpedia.org/Charles_Blackwell
 - url: https://billstatus.ls.state.ms.us/members/house/blackwell.xml
diff --git a/data/ms/legislature/Daniel-H-Sparks-32153f0b-aa40-4989-9787-e2608c55a87e.yml b/data/ms/legislature/Daniel-H-Sparks-32153f0b-aa40-4989-9787-e2608c55a87e.yml
index b72e1dc65b..c50e22e48f 100644
--- a/data/ms/legislature/Daniel-H-Sparks-32153f0b-aa40-4989-9787-e2608c55a87e.yml
+++ b/data/ms/legislature/Daniel-H-Sparks-32153f0b-aa40-4989-9787-e2608c55a87e.yml
@@ -30,7 +30,6 @@ other_names:
 - name: D.H. Sparks
 - name: Sparks, D.
 - name: Daniel H. Sparks
-- name: Sparks
 sources:
 - url: https://www.sparkslawpllc.com
 - url: https://ballotpedia.org/Daniel_Sparks_(Mississippi)
diff --git a/data/ms/legislature/Edward-Blackmon-Jr-c38da14f-37fd-48fd-9903-e63ce18c1215.yml b/data/ms/legislature/Edward-Blackmon-Jr-c38da14f-37fd-48fd-9903-e63ce18c1215.yml
index d9f9fcf8b8..1d23257301 100644
--- a/data/ms/legislature/Edward-Blackmon-Jr-c38da14f-37fd-48fd-9903-e63ce18c1215.yml
+++ b/data/ms/legislature/Edward-Blackmon-Jr-c38da14f-37fd-48fd-9903-e63ce18c1215.yml
@@ -26,7 +26,6 @@ other_names:
 - name: L.S. Blackmon
 - name: Lawrence Stephen Blackmon
 - name: Edward Blackmon, Jr.
-- name: Blackmon
 other_identifiers:
 - scheme: legacy_openstates
   identifier: MSL000107
diff --git a/data/ms/legislature/Jimmy-Fondren-af90acc6-0f51-4638-9b7a-51afc5acb0a3.yml b/data/ms/legislature/Jimmy-Fondren-af90acc6-0f51-4638-9b7a-51afc5acb0a3.yml
index a660cfaa86..e9ffd19c34 100644
--- a/data/ms/legislature/Jimmy-Fondren-af90acc6-0f51-4638-9b7a-51afc5acb0a3.yml
+++ b/data/ms/legislature/Jimmy-Fondren-af90acc6-0f51-4638-9b7a-51afc5acb0a3.yml
@@ -28,6 +28,7 @@ other_names:
 - name: Fondren, J.
 - name: J. Fondren
 - name: J.C. Fondren
+- name: James Clayton Fondren
 sources:
 - url: https://ballotpedia.org/Jimmy_Fondren
 - url: https://billstatus.ls.state.ms.us/members/house/fondren.xml
diff --git a/data/ms/legislature/Justis-Gibbs-48af55d6-95ef-4e57-9ec3-a566af0ce517.yml b/data/ms/legislature/Justis-Gibbs-48af55d6-95ef-4e57-9ec3-a566af0ce517.yml
index 1a1710d624..8244485557 100644
--- a/data/ms/legislature/Justis-Gibbs-48af55d6-95ef-4e57-9ec3-a566af0ce517.yml
+++ b/data/ms/legislature/Justis-Gibbs-48af55d6-95ef-4e57-9ec3-a566af0ce517.yml
@@ -29,6 +29,7 @@ other_names:
 - name: J. Gibbs
 - name: J.R. Gibbs
 - name: Gibbs (72nd)
+- name: Justis Robert Gibbs
 sources:
 - url: https://www.gibbstravis.com/our-team/justis-r.-gibbs-ii
 - url: https://ballotpedia.org/Justis_Gibbs
diff --git a/data/ms/legislature/Robert-L-Jackson-0fde8bcf-e43a-4b39-a9a5-b7869424e2d9.yml b/data/ms/legislature/Robert-L-Jackson-0fde8bcf-e43a-4b39-a9a5-b7869424e2d9.yml
index f6f9b5a437..b3df154df2 100644
--- a/data/ms/legislature/Robert-L-Jackson-0fde8bcf-e43a-4b39-a9a5-b7869424e2d9.yml
+++ b/data/ms/legislature/Robert-L-Jackson-0fde8bcf-e43a-4b39-a9a5-b7869424e2d9.yml
@@ -29,7 +29,7 @@ other_names:
 - name: Jackson, R.
 - name: R. Jackson
 - name: R.D. Jackson
-- name: Robert L. Jackson
+- name: Robert D. Jackson
 - name: Jackson R. (11th)
 - name: Jackson (11th)
 other_identifiers:
diff --git a/data/ms/legislature/Rodney-Hall-6d293363-c72f-479b-81fc-225071ac4913.yml b/data/ms/legislature/Rodney-Hall-6d293363-c72f-479b-81fc-225071ac4913.yml
index ae12ec65d5..628c6b4857 100644
--- a/data/ms/legislature/Rodney-Hall-6d293363-c72f-479b-81fc-225071ac4913.yml
+++ b/data/ms/legislature/Rodney-Hall-6d293363-c72f-479b-81fc-225071ac4913.yml
@@ -25,6 +25,7 @@ other_names:
 - name: Hall, R.
 - name: R. Hall
 - name: R.L. Hall
+- name: Rodney Lawell Hall
 sources:
 - url: https://ballotpedia.org/Rodney_Hall_(Mississippi)
 - url: https://billstatus.ls.state.ms.us/members/house/hall.xml
diff --git a/data/ms/legislature/Tamarra-Butler-Washington-c135a4b0-9620-4eef-b561-2b08beda7289.yml b/data/ms/legislature/Tamarra-Butler-Washington-c135a4b0-9620-4eef-b561-2b08beda7289.yml
index 918aa6a48a..7b65d0af34 100644
--- a/data/ms/legislature/Tamarra-Butler-Washington-c135a4b0-9620-4eef-b561-2b08beda7289.yml
+++ b/data/ms/legislature/Tamarra-Butler-Washington-c135a4b0-9620-4eef-b561-2b08beda7289.yml
@@ -29,6 +29,7 @@ other_names:
 - name: G. Butler-Washington
 - name: T.G. Butler-Washington
 - name: Tamarra Butler-Washington
+- name: Tamarra Grace Butler-Washington
 - name: Butler-Washinton
 - name: Butler- Washington
 sources:
diff --git a/data/ms/legislature/Zack-Grady-b62cfb62-68b6-4804-a1ff-f0259e7513b4.yml b/data/ms/legislature/Zack-Grady-b62cfb62-68b6-4804-a1ff-f0259e7513b4.yml
index 6436ebb9de..160771c648 100644
--- a/data/ms/legislature/Zack-Grady-b62cfb62-68b6-4804-a1ff-f0259e7513b4.yml
+++ b/data/ms/legislature/Zack-Grady-b62cfb62-68b6-4804-a1ff-f0259e7513b4.yml
@@ -26,6 +26,7 @@ links:
 other_names:
 - name: Grady, Z.
 - name: Z. Grady
+- name: Zachary Grady
 sources:
 - url: https://ballotpedia.org/Zachary_Grady
 - url: https://billstatus.ls.state.ms.us/members/house/grady.xml

From 49dfb6b01ee27d0e51865299bee1c71fa536bacd Mon Sep 17 00:00:00 2001
From: NewAgeAirbender <34139325+NewAgeAirbender@users.noreply.github.com>
Date: Mon, 16 Sep 2024 16:57:44 -0500
Subject: [PATCH 10/10] MS: cleanup double other_names for committees

---
 .../lower-Agriculture-a9dec9da-b678-4097-847b-faccdbee4c08.yml  | 2 --
 .../lower-Constitution-7c80570a-8b4f-41a4-af24-c4b368ccb40e.yml | 2 --
 .../lower-Corrections-2447bcad-50c0-4697-b5ca-f570c0f86f5b.yml  | 2 --
 ...ower-County-Affairs-2ae46955-92d8-44d4-8b48-0b79c93189ec.yml | 2 --
 .../lower-Drug-Policy-3be82f2a-ff3b-4223-a03f-3cff988ff9dd.yml  | 2 --
 .../lower-Education-a70369ce-a904-4fd7-a476-a27e5af1fc5b.yml    | 2 --
 .../lower-Energy-ce0cccc9-15d0-4acd-b24b-c5081e9f095a.yml       | 2 --
 ...ower-Enrolled-Bills-164751e1-4bc6-446d-b8be-9a009c2c388f.yml | 2 --
 .../lower-Ethics-aee643b1-9ac5-4117-8520-2ee97798f6a5.yml       | 2 --
 ...ive-Contingent-Fund-f1683422-38fe-43ee-a3b8-b112ecbad31e.yml | 2 --
 .../lower-Forestry-244783b5-80da-44eb-b158-c0c96771a2a2.yml     | 2 --
 .../lower-Gaming-d90b8d5e-33b4-4851-8763-610373f2595c.yml       | 2 --
 .../lower-Housing-054b048a-0a83-4574-9c6b-4c096bb095d1.yml      | 2 --
 .../lower-Insurance-927571ef-7172-4c9b-ab30-514947bb7e65.yml    | 2 --
 ...igate-State-Offices-a700f33b-7196-4220-b2ed-5aa6b293ed52.yml | 2 --
 ...ower-Municipalities-982c1209-ef06-4601-9c0b-66de038faa16.yml | 2 --
 .../lower-Rules-8defb488-518e-4f14-9039-5647437b1a29.yml        | 2 --
 .../lower-Technology-04637c6e-640f-42cd-bbc3-01746df350a7.yml   | 2 --
 .../lower-Tourism-c0f05ff9-bc4a-4b61-94e1-39d9ffb1667d.yml      | 2 --
 ...sities-and-Colleges-6f251056-be48-4921-8def-4a8fc18f63c5.yml | 2 --
 ...Fisheries-and-Parks-eae2a3f5-67d3-4ef3-b16a-0b7ebad2259e.yml | 2 --
 .../upper-Agriculture-d7f984bd-9b90-426b-b0b0-9e4994b7cd41.yml  | 2 --
 .../upper-Constitution-1376161a-c2bd-4151-af4f-afbce47f9446.yml | 2 --
 .../upper-Corrections-4b76befb-c0de-4e3e-a260-413d5f283604.yml  | 2 --
 ...pper-County-Affairs-b65cad0c-bda7-4873-b99c-68177407e5db.yml | 2 --
 .../upper-Drug-Policy-ebe44fe1-3fec-4131-961d-6a8e5666d84c.yml  | 2 --
 .../upper-Education-85febb10-572f-43bd-958b-234488c024f4.yml    | 2 --
 .../upper-Energy-274ff9df-6c32-498a-9670-23faaf472190.yml       | 2 --
 ...pper-Enrolled-Bills-db589d92-b87c-4be4-8846-bd2c32258e18.yml | 2 --
 .../upper-Ethics-04d3043b-3bbe-4ebe-834a-217a5b2cae97.yml       | 2 --
 ...ive-Contingent-Fund-cbf0c195-8884-4a0b-8221-2cc11b356f15.yml | 2 --
 .../upper-Forestry-32263b7d-62cb-4f80-90ff-c71474960788.yml     | 2 --
 .../upper-Gaming-d3587c6b-26dd-451c-97a6-a6c8e462043f.yml       | 2 --
 .../upper-Housing-24684999-9543-4027-b10b-465320a4a16b.yml      | 2 --
 .../upper-Insurance-6237b1d1-fbfc-455a-9d4d-314e0596d26c.yml    | 2 --
 ...igate-State-Offices-8b3a4836-bd23-48a6-a960-051630b3a152.yml | 2 --
 .../upper-Medicaid-4f1e93be-f597-4853-82d2-cb7c2e3b0ee6.yml     | 2 --
 ...pper-Municipalities-0fd9c958-be89-46bc-8b2e-3903616e39e2.yml | 2 --
 ...per-Public-Property-690a3fb5-41c1-4bc8-b8f5-d6a095bbe49b.yml | 2 --
 .../upper-Rules-88b75a5d-b239-4b64-b07a-5f7f23f76d0a.yml        | 2 --
 ...upper-State-Library-95c361f3-93e5-4d25-8521-585d00bb7815.yml | 2 --
 .../upper-Technology-b86a3ffa-5b71-4c9f-9b8d-d78db06bfb5a.yml   | 2 --
 .../upper-Tourism-f4600657-0ef9-4628-8338-2830f38942e9.yml      | 2 --
 ...sities-and-Colleges-6df811c7-78f2-4844-91fa-00f712f7d88e.yml | 2 --
 ...Fisheries-and-Parks-79afc914-1088-408b-a392-624a123c478a.yml | 2 --
 45 files changed, 90 deletions(-)

diff --git a/data/ms/committees/lower-Agriculture-a9dec9da-b678-4097-847b-faccdbee4c08.yml b/data/ms/committees/lower-Agriculture-a9dec9da-b678-4097-847b-faccdbee4c08.yml
index 46a226e791..944bc2b6ca 100644
--- a/data/ms/committees/lower-Agriculture-a9dec9da-b678-4097-847b-faccdbee4c08.yml
+++ b/data/ms/committees/lower-Agriculture-a9dec9da-b678-4097-847b-faccdbee4c08.yml
@@ -104,8 +104,6 @@ members:
   role: member
   person_id: ocd-person/b37913d2-9f6e-4f1c-b6c8-7a19863be463
 other_names:
-- name: Agriculture Committee
-- name: Committee on Agriculture
 - name: House Agriculture
 - name: House Agriculture Committee
 - name: House Committee on Agriculture
diff --git a/data/ms/committees/lower-Constitution-7c80570a-8b4f-41a4-af24-c4b368ccb40e.yml b/data/ms/committees/lower-Constitution-7c80570a-8b4f-41a4-af24-c4b368ccb40e.yml
index 6bcf16c6ec..569a73bb5d 100644
--- a/data/ms/committees/lower-Constitution-7c80570a-8b4f-41a4-af24-c4b368ccb40e.yml
+++ b/data/ms/committees/lower-Constitution-7c80570a-8b4f-41a4-af24-c4b368ccb40e.yml
@@ -38,8 +38,6 @@ members:
   role: member
   person_id: ocd-person/de5a9a25-1b08-45ba-9aff-e635905498ba
 other_names:
-- name: Committee on Constitution
-- name: Constitution Committee
 - name: House Committee on Constitution
 - name: House Constitution
 - name: House Constitution Committee
diff --git a/data/ms/committees/lower-Corrections-2447bcad-50c0-4697-b5ca-f570c0f86f5b.yml b/data/ms/committees/lower-Corrections-2447bcad-50c0-4697-b5ca-f570c0f86f5b.yml
index 8944d3939d..ee807a7eaf 100644
--- a/data/ms/committees/lower-Corrections-2447bcad-50c0-4697-b5ca-f570c0f86f5b.yml
+++ b/data/ms/committees/lower-Corrections-2447bcad-50c0-4697-b5ca-f570c0f86f5b.yml
@@ -62,8 +62,6 @@ members:
   role: member
   person_id: ocd-person/b62cfb62-68b6-4804-a1ff-f0259e7513b4
 other_names:
-- name: Committee on Corrections
-- name: Corrections Committee
 - name: House Committee on Corrections
 - name: House Corrections
 - name: House Corrections Committee
diff --git a/data/ms/committees/lower-County-Affairs-2ae46955-92d8-44d4-8b48-0b79c93189ec.yml b/data/ms/committees/lower-County-Affairs-2ae46955-92d8-44d4-8b48-0b79c93189ec.yml
index a2c20ab8c0..b30c4dffe6 100644
--- a/data/ms/committees/lower-County-Affairs-2ae46955-92d8-44d4-8b48-0b79c93189ec.yml
+++ b/data/ms/committees/lower-County-Affairs-2ae46955-92d8-44d4-8b48-0b79c93189ec.yml
@@ -68,8 +68,6 @@ members:
   role: member
   person_id: ocd-person/56158045-4973-4fd2-9589-01ad212f2975
 other_names:
-- name: Committee on County Affairs
-- name: County Affairs Committee
 - name: House Committee on County Affairs
 - name: House County Affairs
 - name: House County Affairs Committee
diff --git a/data/ms/committees/lower-Drug-Policy-3be82f2a-ff3b-4223-a03f-3cff988ff9dd.yml b/data/ms/committees/lower-Drug-Policy-3be82f2a-ff3b-4223-a03f-3cff988ff9dd.yml
index 9c1029f9cd..522ee58415 100644
--- a/data/ms/committees/lower-Drug-Policy-3be82f2a-ff3b-4223-a03f-3cff988ff9dd.yml
+++ b/data/ms/committees/lower-Drug-Policy-3be82f2a-ff3b-4223-a03f-3cff988ff9dd.yml
@@ -56,8 +56,6 @@ members:
   role: member
   person_id: ocd-person/56158045-4973-4fd2-9589-01ad212f2975
 other_names:
-- name: Committee on Drug Policy
-- name: Drug Policy Committee
 - name: House Committee on Drug Policy
 - name: House Drug Policy
 - name: House Drug Policy Committee
diff --git a/data/ms/committees/lower-Education-a70369ce-a904-4fd7-a476-a27e5af1fc5b.yml b/data/ms/committees/lower-Education-a70369ce-a904-4fd7-a476-a27e5af1fc5b.yml
index fd0c5d4cc2..bf29b0c625 100644
--- a/data/ms/committees/lower-Education-a70369ce-a904-4fd7-a476-a27e5af1fc5b.yml
+++ b/data/ms/committees/lower-Education-a70369ce-a904-4fd7-a476-a27e5af1fc5b.yml
@@ -92,8 +92,6 @@ members:
   role: member
   person_id: ocd-person/b62cfb62-68b6-4804-a1ff-f0259e7513b4
 other_names:
-- name: Committee on Education
-- name: Education Committee
 - name: House Committee on Education
 - name: House Education
 - name: House Education Committee
diff --git a/data/ms/committees/lower-Energy-ce0cccc9-15d0-4acd-b24b-c5081e9f095a.yml b/data/ms/committees/lower-Energy-ce0cccc9-15d0-4acd-b24b-c5081e9f095a.yml
index dbe07e2017..9b32b48ee5 100644
--- a/data/ms/committees/lower-Energy-ce0cccc9-15d0-4acd-b24b-c5081e9f095a.yml
+++ b/data/ms/committees/lower-Energy-ce0cccc9-15d0-4acd-b24b-c5081e9f095a.yml
@@ -74,8 +74,6 @@ members:
   role: member
   person_id: ocd-person/2601640f-867f-480f-83a1-c59c332c0b82
 other_names:
-- name: Committee on Energy
-- name: Energy Committee
 - name: House Committee on Energy
 - name: House Energy
 - name: House Energy Committee
diff --git a/data/ms/committees/lower-Enrolled-Bills-164751e1-4bc6-446d-b8be-9a009c2c388f.yml b/data/ms/committees/lower-Enrolled-Bills-164751e1-4bc6-446d-b8be-9a009c2c388f.yml
index 857b343d06..d64145905f 100644
--- a/data/ms/committees/lower-Enrolled-Bills-164751e1-4bc6-446d-b8be-9a009c2c388f.yml
+++ b/data/ms/committees/lower-Enrolled-Bills-164751e1-4bc6-446d-b8be-9a009c2c388f.yml
@@ -26,8 +26,6 @@ members:
   role: member
   person_id: ocd-person/5ff548a6-827f-4ab7-a4a5-5b510712f6a2
 other_names:
-- name: Committee on Enrolled Bills
-- name: Enrolled Bills Committee
 - name: House Committee on Enrolled Bills
 - name: House Enrolled Bills
 - name: House Enrolled Bills Committee
diff --git a/data/ms/committees/lower-Ethics-aee643b1-9ac5-4117-8520-2ee97798f6a5.yml b/data/ms/committees/lower-Ethics-aee643b1-9ac5-4117-8520-2ee97798f6a5.yml
index 04cdacb0b9..9e2647b57a 100644
--- a/data/ms/committees/lower-Ethics-aee643b1-9ac5-4117-8520-2ee97798f6a5.yml
+++ b/data/ms/committees/lower-Ethics-aee643b1-9ac5-4117-8520-2ee97798f6a5.yml
@@ -35,8 +35,6 @@ members:
   role: member
   person_id: ocd-person/e7684f57-ee0c-48ea-8157-8f04c2b8e685
 other_names:
-- name: Committee on Ethics
-- name: Ethics Committee
 - name: House Committee on Ethics
 - name: House Ethics
 - name: House Ethics Committee
diff --git a/data/ms/committees/lower-Executive-Contingent-Fund-f1683422-38fe-43ee-a3b8-b112ecbad31e.yml b/data/ms/committees/lower-Executive-Contingent-Fund-f1683422-38fe-43ee-a3b8-b112ecbad31e.yml
index 37760a2908..a51fc8600f 100644
--- a/data/ms/committees/lower-Executive-Contingent-Fund-f1683422-38fe-43ee-a3b8-b112ecbad31e.yml
+++ b/data/ms/committees/lower-Executive-Contingent-Fund-f1683422-38fe-43ee-a3b8-b112ecbad31e.yml
@@ -26,8 +26,6 @@ members:
   role: member
   person_id: ocd-person/c655558e-dfac-468a-a633-85f380c538b6
 other_names:
-- name: Committee on Executive Contingent Fund
-- name: Executive Contingent Fund Committee
 - name: House Committee on Executive Contingent Fund
 - name: House Executive Contingent Fund
 - name: House Executive Contingent Fund Committee
diff --git a/data/ms/committees/lower-Forestry-244783b5-80da-44eb-b158-c0c96771a2a2.yml b/data/ms/committees/lower-Forestry-244783b5-80da-44eb-b158-c0c96771a2a2.yml
index 071f9f0fc6..996a423d19 100644
--- a/data/ms/committees/lower-Forestry-244783b5-80da-44eb-b158-c0c96771a2a2.yml
+++ b/data/ms/committees/lower-Forestry-244783b5-80da-44eb-b158-c0c96771a2a2.yml
@@ -44,8 +44,6 @@ members:
   role: member
   person_id: ocd-person/c0d8a1af-3036-4aee-89e7-f98cc40203cd
 other_names:
-- name: Committee on Forestry
-- name: Forestry Committee
 - name: House Committee on Forestry
 - name: House Forestry
 - name: House Forestry Committee
diff --git a/data/ms/committees/lower-Gaming-d90b8d5e-33b4-4851-8763-610373f2595c.yml b/data/ms/committees/lower-Gaming-d90b8d5e-33b4-4851-8763-610373f2595c.yml
index 7a87b59a91..20c67ea0ed 100644
--- a/data/ms/committees/lower-Gaming-d90b8d5e-33b4-4851-8763-610373f2595c.yml
+++ b/data/ms/committees/lower-Gaming-d90b8d5e-33b4-4851-8763-610373f2595c.yml
@@ -68,8 +68,6 @@ members:
   role: member
   person_id: ocd-person/b62cfb62-68b6-4804-a1ff-f0259e7513b4
 other_names:
-- name: Committee on Gaming
-- name: Gaming Committee
 - name: House Committee on Gaming
 - name: House Gaming
 - name: House Gaming Committee
diff --git a/data/ms/committees/lower-Housing-054b048a-0a83-4574-9c6b-4c096bb095d1.yml b/data/ms/committees/lower-Housing-054b048a-0a83-4574-9c6b-4c096bb095d1.yml
index 8265d60108..0a856d3148 100644
--- a/data/ms/committees/lower-Housing-054b048a-0a83-4574-9c6b-4c096bb095d1.yml
+++ b/data/ms/committees/lower-Housing-054b048a-0a83-4574-9c6b-4c096bb095d1.yml
@@ -26,8 +26,6 @@ members:
   role: member
   person_id: ocd-person/defa75f7-917e-42da-9d2c-403ad80d1995
 other_names:
-- name: Committee on Housing
 - name: House Committee on Housing
 - name: House Housing
 - name: House Housing Committee
-- name: Housing Committee
diff --git a/data/ms/committees/lower-Insurance-927571ef-7172-4c9b-ab30-514947bb7e65.yml b/data/ms/committees/lower-Insurance-927571ef-7172-4c9b-ab30-514947bb7e65.yml
index 9636f6e0b1..04bb38ba9a 100644
--- a/data/ms/committees/lower-Insurance-927571ef-7172-4c9b-ab30-514947bb7e65.yml
+++ b/data/ms/committees/lower-Insurance-927571ef-7172-4c9b-ab30-514947bb7e65.yml
@@ -74,8 +74,6 @@ members:
   role: member
   person_id: ocd-person/fa44d12a-cb19-426b-94d3-6fb68b4095c8
 other_names:
-- name: Committee on Insurance
 - name: House Committee on Insurance
 - name: House Insurance
 - name: House Insurance Committee
-- name: Insurance Committee
diff --git a/data/ms/committees/lower-Investigate-State-Offices-a700f33b-7196-4220-b2ed-5aa6b293ed52.yml b/data/ms/committees/lower-Investigate-State-Offices-a700f33b-7196-4220-b2ed-5aa6b293ed52.yml
index 69674fc98f..8cf3f6a5ad 100644
--- a/data/ms/committees/lower-Investigate-State-Offices-a700f33b-7196-4220-b2ed-5aa6b293ed52.yml
+++ b/data/ms/committees/lower-Investigate-State-Offices-a700f33b-7196-4220-b2ed-5aa6b293ed52.yml
@@ -38,8 +38,6 @@ members:
   role: member
   person_id: ocd-person/c655558e-dfac-468a-a633-85f380c538b6
 other_names:
-- name: Committee on Investigate State Offices
 - name: House Committee on Investigate State Offices
 - name: House Investigate State Offices
 - name: House Investigate State Offices Committee
-- name: Investigate State Offices Committee
diff --git a/data/ms/committees/lower-Municipalities-982c1209-ef06-4601-9c0b-66de038faa16.yml b/data/ms/committees/lower-Municipalities-982c1209-ef06-4601-9c0b-66de038faa16.yml
index 5b24379e79..2dd609d3bd 100644
--- a/data/ms/committees/lower-Municipalities-982c1209-ef06-4601-9c0b-66de038faa16.yml
+++ b/data/ms/committees/lower-Municipalities-982c1209-ef06-4601-9c0b-66de038faa16.yml
@@ -62,8 +62,6 @@ members:
   role: member
   person_id: ocd-person/3312edf4-798e-4333-b2c8-4d73f246de01
 other_names:
-- name: Committee on Municipalities
 - name: House Committee on Municipalities
 - name: House Municipalities
 - name: House Municipalities Committee
-- name: Municipalities Committee
diff --git a/data/ms/committees/lower-Rules-8defb488-518e-4f14-9039-5647437b1a29.yml b/data/ms/committees/lower-Rules-8defb488-518e-4f14-9039-5647437b1a29.yml
index 87c26e3b97..9b662941aa 100644
--- a/data/ms/committees/lower-Rules-8defb488-518e-4f14-9039-5647437b1a29.yml
+++ b/data/ms/committees/lower-Rules-8defb488-518e-4f14-9039-5647437b1a29.yml
@@ -44,8 +44,6 @@ members:
   role: member
   person_id: ocd-person/d79acfe3-5991-41ae-b245-f7b7f877febb
 other_names:
-- name: Committee on Rules
 - name: House Committee on Rules
 - name: House Rules
 - name: House Rules Committee
-- name: Rules Committee
diff --git a/data/ms/committees/lower-Technology-04637c6e-640f-42cd-bbc3-01746df350a7.yml b/data/ms/committees/lower-Technology-04637c6e-640f-42cd-bbc3-01746df350a7.yml
index f8c26885ef..4b31b2eead 100644
--- a/data/ms/committees/lower-Technology-04637c6e-640f-42cd-bbc3-01746df350a7.yml
+++ b/data/ms/committees/lower-Technology-04637c6e-640f-42cd-bbc3-01746df350a7.yml
@@ -38,8 +38,6 @@ members:
   role: member
   person_id: ocd-person/56158045-4973-4fd2-9589-01ad212f2975
 other_names:
-- name: Committee on Technology
 - name: House Committee on Technology
 - name: House Technology
 - name: House Technology Committee
-- name: Technology Committee
diff --git a/data/ms/committees/lower-Tourism-c0f05ff9-bc4a-4b61-94e1-39d9ffb1667d.yml b/data/ms/committees/lower-Tourism-c0f05ff9-bc4a-4b61-94e1-39d9ffb1667d.yml
index fc8d353905..346da51576 100644
--- a/data/ms/committees/lower-Tourism-c0f05ff9-bc4a-4b61-94e1-39d9ffb1667d.yml
+++ b/data/ms/committees/lower-Tourism-c0f05ff9-bc4a-4b61-94e1-39d9ffb1667d.yml
@@ -74,8 +74,6 @@ members:
   role: member
   person_id: ocd-person/56158045-4973-4fd2-9589-01ad212f2975
 other_names:
-- name: Committee on Tourism
 - name: House Committee on Tourism
 - name: House Tourism
 - name: House Tourism Committee
-- name: Tourism Committee
diff --git a/data/ms/committees/lower-Universities-and-Colleges-6f251056-be48-4921-8def-4a8fc18f63c5.yml b/data/ms/committees/lower-Universities-and-Colleges-6f251056-be48-4921-8def-4a8fc18f63c5.yml
index cd22376ae9..e1bca1f67f 100644
--- a/data/ms/committees/lower-Universities-and-Colleges-6f251056-be48-4921-8def-4a8fc18f63c5.yml
+++ b/data/ms/committees/lower-Universities-and-Colleges-6f251056-be48-4921-8def-4a8fc18f63c5.yml
@@ -92,8 +92,6 @@ members:
   role: member
   person_id: ocd-person/df77d55d-10c7-4ecb-9ed9-b8f989da339e
 other_names:
-- name: Committee on Universities and Colleges
 - name: House Committee on Universities and Colleges
 - name: House Universities and Colleges
 - name: House Universities and Colleges Committee
-- name: Universities and Colleges Committee
diff --git a/data/ms/committees/lower-Wildlife-Fisheries-and-Parks-eae2a3f5-67d3-4ef3-b16a-0b7ebad2259e.yml b/data/ms/committees/lower-Wildlife-Fisheries-and-Parks-eae2a3f5-67d3-4ef3-b16a-0b7ebad2259e.yml
index a6786301ca..ce8f7e13f1 100644
--- a/data/ms/committees/lower-Wildlife-Fisheries-and-Parks-eae2a3f5-67d3-4ef3-b16a-0b7ebad2259e.yml
+++ b/data/ms/committees/lower-Wildlife-Fisheries-and-Parks-eae2a3f5-67d3-4ef3-b16a-0b7ebad2259e.yml
@@ -74,8 +74,6 @@ members:
   role: member
   person_id: ocd-person/c0d8a1af-3036-4aee-89e7-f98cc40203cd
 other_names:
-- name: Committee on Wildlife, Fisheries and Parks
 - name: House Committee on Wildlife, Fisheries and Parks
 - name: House Wildlife, Fisheries and Parks
 - name: House Wildlife, Fisheries and Parks Committee
-- name: Wildlife, Fisheries and Parks Committee
diff --git a/data/ms/committees/upper-Agriculture-d7f984bd-9b90-426b-b0b0-9e4994b7cd41.yml b/data/ms/committees/upper-Agriculture-d7f984bd-9b90-426b-b0b0-9e4994b7cd41.yml
index 2f4d1adc23..21cf01cc34 100644
--- a/data/ms/committees/upper-Agriculture-d7f984bd-9b90-426b-b0b0-9e4994b7cd41.yml
+++ b/data/ms/committees/upper-Agriculture-d7f984bd-9b90-426b-b0b0-9e4994b7cd41.yml
@@ -50,8 +50,6 @@ members:
   role: member
   person_id: ocd-person/bd335f00-4e41-4972-b8f4-f2249b410614
 other_names:
-- name: Agriculture Committee
-- name: Committee on Agriculture
 - name: Senate Agriculture
 - name: Senate Agriculture Committee
 - name: Senate Committee on Agriculture
diff --git a/data/ms/committees/upper-Constitution-1376161a-c2bd-4151-af4f-afbce47f9446.yml b/data/ms/committees/upper-Constitution-1376161a-c2bd-4151-af4f-afbce47f9446.yml
index f60dc932ab..6bea22f4a5 100644
--- a/data/ms/committees/upper-Constitution-1376161a-c2bd-4151-af4f-afbce47f9446.yml
+++ b/data/ms/committees/upper-Constitution-1376161a-c2bd-4151-af4f-afbce47f9446.yml
@@ -38,8 +38,6 @@ members:
   role: member
   person_id: ocd-person/eaa39996-c8a7-4568-b01e-d7685667227b
 other_names:
-- name: Committee on Constitution
-- name: Constitution Committee
 - name: Senate Committee on Constitution
 - name: Senate Constitution
 - name: Senate Constitution Committee
diff --git a/data/ms/committees/upper-Corrections-4b76befb-c0de-4e3e-a260-413d5f283604.yml b/data/ms/committees/upper-Corrections-4b76befb-c0de-4e3e-a260-413d5f283604.yml
index 33f19325b9..82826f3dd8 100644
--- a/data/ms/committees/upper-Corrections-4b76befb-c0de-4e3e-a260-413d5f283604.yml
+++ b/data/ms/committees/upper-Corrections-4b76befb-c0de-4e3e-a260-413d5f283604.yml
@@ -44,8 +44,6 @@ members:
   role: member
   person_id: ocd-person/f1012c43-9559-4f7a-8b70-8dd9cf88bab1
 other_names:
-- name: Committee on Corrections
-- name: Corrections Committee
 - name: Senate Committee on Corrections
 - name: Senate Corrections
 - name: Senate Corrections Committee
diff --git a/data/ms/committees/upper-County-Affairs-b65cad0c-bda7-4873-b99c-68177407e5db.yml b/data/ms/committees/upper-County-Affairs-b65cad0c-bda7-4873-b99c-68177407e5db.yml
index 2ebb4dde94..61613613b4 100644
--- a/data/ms/committees/upper-County-Affairs-b65cad0c-bda7-4873-b99c-68177407e5db.yml
+++ b/data/ms/committees/upper-County-Affairs-b65cad0c-bda7-4873-b99c-68177407e5db.yml
@@ -38,8 +38,6 @@ members:
   role: member
   person_id: ocd-person/d618a68e-ed3a-47a5-be24-852af75d9ab3
 other_names:
-- name: Committee on County Affairs
-- name: County Affairs Committee
 - name: Senate Committee on County Affairs
 - name: Senate County Affairs
 - name: Senate County Affairs Committee
diff --git a/data/ms/committees/upper-Drug-Policy-ebe44fe1-3fec-4131-961d-6a8e5666d84c.yml b/data/ms/committees/upper-Drug-Policy-ebe44fe1-3fec-4131-961d-6a8e5666d84c.yml
index 5a0bf78482..87e30adbdc 100644
--- a/data/ms/committees/upper-Drug-Policy-ebe44fe1-3fec-4131-961d-6a8e5666d84c.yml
+++ b/data/ms/committees/upper-Drug-Policy-ebe44fe1-3fec-4131-961d-6a8e5666d84c.yml
@@ -44,8 +44,6 @@ members:
   role: member
   person_id: ocd-person/eb5bde8b-1497-4a27-9806-128cf68cb00d
 other_names:
-- name: Committee on Drug Policy
-- name: Drug Policy Committee
 - name: Senate Committee on Drug Policy
 - name: Senate Drug Policy
 - name: Senate Drug Policy Committee
diff --git a/data/ms/committees/upper-Education-85febb10-572f-43bd-958b-234488c024f4.yml b/data/ms/committees/upper-Education-85febb10-572f-43bd-958b-234488c024f4.yml
index 33d6dfb760..714b3b644d 100644
--- a/data/ms/committees/upper-Education-85febb10-572f-43bd-958b-234488c024f4.yml
+++ b/data/ms/committees/upper-Education-85febb10-572f-43bd-958b-234488c024f4.yml
@@ -56,8 +56,6 @@ members:
   role: member
   person_id: ocd-person/4b5fb3d4-b284-4886-bb0b-4c00febb1724
 other_names:
-- name: Committee on Education
-- name: Education Committee
 - name: Senate Committee on Education
 - name: Senate Education
 - name: Senate Education Committee
diff --git a/data/ms/committees/upper-Energy-274ff9df-6c32-498a-9670-23faaf472190.yml b/data/ms/committees/upper-Energy-274ff9df-6c32-498a-9670-23faaf472190.yml
index 104711e063..dae9136362 100644
--- a/data/ms/committees/upper-Energy-274ff9df-6c32-498a-9670-23faaf472190.yml
+++ b/data/ms/committees/upper-Energy-274ff9df-6c32-498a-9670-23faaf472190.yml
@@ -56,8 +56,6 @@ members:
   role: member
   person_id: ocd-person/61c65e25-07c9-445c-8cef-1e6d53cbbfb3
 other_names:
-- name: Committee on Energy
-- name: Energy Committee
 - name: Senate Committee on Energy
 - name: Senate Energy
 - name: Senate Energy Committee
diff --git a/data/ms/committees/upper-Enrolled-Bills-db589d92-b87c-4be4-8846-bd2c32258e18.yml b/data/ms/committees/upper-Enrolled-Bills-db589d92-b87c-4be4-8846-bd2c32258e18.yml
index 52ba53b58f..dd9bca7794 100644
--- a/data/ms/committees/upper-Enrolled-Bills-db589d92-b87c-4be4-8846-bd2c32258e18.yml
+++ b/data/ms/committees/upper-Enrolled-Bills-db589d92-b87c-4be4-8846-bd2c32258e18.yml
@@ -26,8 +26,6 @@ members:
   role: member
   person_id: ocd-person/eaa39996-c8a7-4568-b01e-d7685667227b
 other_names:
-- name: Committee on Enrolled Bills
-- name: Enrolled Bills Committee
 - name: Senate Committee on Enrolled Bills
 - name: Senate Enrolled Bills
 - name: Senate Enrolled Bills Committee
diff --git a/data/ms/committees/upper-Ethics-04d3043b-3bbe-4ebe-834a-217a5b2cae97.yml b/data/ms/committees/upper-Ethics-04d3043b-3bbe-4ebe-834a-217a5b2cae97.yml
index 77d3c4ce24..1fd37a5a9a 100644
--- a/data/ms/committees/upper-Ethics-04d3043b-3bbe-4ebe-834a-217a5b2cae97.yml
+++ b/data/ms/committees/upper-Ethics-04d3043b-3bbe-4ebe-834a-217a5b2cae97.yml
@@ -38,8 +38,6 @@ members:
   role: member
   person_id: ocd-person/f1012c43-9559-4f7a-8b70-8dd9cf88bab1
 other_names:
-- name: Committee on Ethics
-- name: Ethics Committee
 - name: Senate Committee on Ethics
 - name: Senate Ethics
 - name: Senate Ethics Committee
diff --git a/data/ms/committees/upper-Executive-Contingent-Fund-cbf0c195-8884-4a0b-8221-2cc11b356f15.yml b/data/ms/committees/upper-Executive-Contingent-Fund-cbf0c195-8884-4a0b-8221-2cc11b356f15.yml
index 7eb1bdc049..f33cc1e6b2 100644
--- a/data/ms/committees/upper-Executive-Contingent-Fund-cbf0c195-8884-4a0b-8221-2cc11b356f15.yml
+++ b/data/ms/committees/upper-Executive-Contingent-Fund-cbf0c195-8884-4a0b-8221-2cc11b356f15.yml
@@ -26,8 +26,6 @@ members:
   role: member
   person_id: ocd-person/cc7b9351-ea3c-4436-8cc7-9ec0f34b3e0a
 other_names:
-- name: Committee on Executive Contingent Fund
-- name: Executive Contingent Fund Committee
 - name: Senate Committee on Executive Contingent Fund
 - name: Senate Executive Contingent Fund
 - name: Senate Executive Contingent Fund Committee
diff --git a/data/ms/committees/upper-Forestry-32263b7d-62cb-4f80-90ff-c71474960788.yml b/data/ms/committees/upper-Forestry-32263b7d-62cb-4f80-90ff-c71474960788.yml
index a4e83741c5..39afa75e26 100644
--- a/data/ms/committees/upper-Forestry-32263b7d-62cb-4f80-90ff-c71474960788.yml
+++ b/data/ms/committees/upper-Forestry-32263b7d-62cb-4f80-90ff-c71474960788.yml
@@ -38,8 +38,6 @@ members:
   role: member
   person_id: ocd-person/61c65e25-07c9-445c-8cef-1e6d53cbbfb3
 other_names:
-- name: Committee on Forestry
-- name: Forestry Committee
 - name: Senate Committee on Forestry
 - name: Senate Forestry
 - name: Senate Forestry Committee
diff --git a/data/ms/committees/upper-Gaming-d3587c6b-26dd-451c-97a6-a6c8e462043f.yml b/data/ms/committees/upper-Gaming-d3587c6b-26dd-451c-97a6-a6c8e462043f.yml
index b9d2442831..6c29b5427a 100644
--- a/data/ms/committees/upper-Gaming-d3587c6b-26dd-451c-97a6-a6c8e462043f.yml
+++ b/data/ms/committees/upper-Gaming-d3587c6b-26dd-451c-97a6-a6c8e462043f.yml
@@ -38,8 +38,6 @@ members:
   role: member
   person_id: ocd-person/0fde8bcf-e43a-4b39-a9a5-b7869424e2d9
 other_names:
-- name: Committee on Gaming
-- name: Gaming Committee
 - name: Senate Committee on Gaming
 - name: Senate Gaming
 - name: Senate Gaming Committee
diff --git a/data/ms/committees/upper-Housing-24684999-9543-4027-b10b-465320a4a16b.yml b/data/ms/committees/upper-Housing-24684999-9543-4027-b10b-465320a4a16b.yml
index 75caf9be7f..c4d2e90ef7 100644
--- a/data/ms/committees/upper-Housing-24684999-9543-4027-b10b-465320a4a16b.yml
+++ b/data/ms/committees/upper-Housing-24684999-9543-4027-b10b-465320a4a16b.yml
@@ -32,8 +32,6 @@ members:
   role: member
   person_id: ocd-person/61c65e25-07c9-445c-8cef-1e6d53cbbfb3
 other_names:
-- name: Committee on Housing
-- name: Housing Committee
 - name: Senate Committee on Housing
 - name: Senate Housing
 - name: Senate Housing Committee
diff --git a/data/ms/committees/upper-Insurance-6237b1d1-fbfc-455a-9d4d-314e0596d26c.yml b/data/ms/committees/upper-Insurance-6237b1d1-fbfc-455a-9d4d-314e0596d26c.yml
index 94dc6f5275..8e812a2b42 100644
--- a/data/ms/committees/upper-Insurance-6237b1d1-fbfc-455a-9d4d-314e0596d26c.yml
+++ b/data/ms/committees/upper-Insurance-6237b1d1-fbfc-455a-9d4d-314e0596d26c.yml
@@ -50,8 +50,6 @@ members:
   role: member
   person_id: ocd-person/8467b994-f651-446b-b77f-0632ff790ff8
 other_names:
-- name: Committee on Insurance
-- name: Insurance Committee
 - name: Senate Committee on Insurance
 - name: Senate Insurance
 - name: Senate Insurance Committee
diff --git a/data/ms/committees/upper-Investigate-State-Offices-8b3a4836-bd23-48a6-a960-051630b3a152.yml b/data/ms/committees/upper-Investigate-State-Offices-8b3a4836-bd23-48a6-a960-051630b3a152.yml
index ef58e11732..94f1aa89a5 100644
--- a/data/ms/committees/upper-Investigate-State-Offices-8b3a4836-bd23-48a6-a960-051630b3a152.yml
+++ b/data/ms/committees/upper-Investigate-State-Offices-8b3a4836-bd23-48a6-a960-051630b3a152.yml
@@ -38,8 +38,6 @@ members:
   role: member
   person_id: ocd-person/d618a68e-ed3a-47a5-be24-852af75d9ab3
 other_names:
-- name: Committee on Investigate State Offices
-- name: Investigate State Offices Committee
 - name: Senate Committee on Investigate State Offices
 - name: Senate Investigate State Offices
 - name: Senate Investigate State Offices Committee
diff --git a/data/ms/committees/upper-Medicaid-4f1e93be-f597-4853-82d2-cb7c2e3b0ee6.yml b/data/ms/committees/upper-Medicaid-4f1e93be-f597-4853-82d2-cb7c2e3b0ee6.yml
index f58e5c6a3a..1d1a3e36c4 100644
--- a/data/ms/committees/upper-Medicaid-4f1e93be-f597-4853-82d2-cb7c2e3b0ee6.yml
+++ b/data/ms/committees/upper-Medicaid-4f1e93be-f597-4853-82d2-cb7c2e3b0ee6.yml
@@ -44,8 +44,6 @@ members:
   role: member
   person_id: ocd-person/eb5bde8b-1497-4a27-9806-128cf68cb00d
 other_names:
-- name: Committee on Medicaid
-- name: Medicaid Committee
 - name: Senate Committee on Medicaid
 - name: Senate Medicaid
 - name: Senate Medicaid Committee
diff --git a/data/ms/committees/upper-Municipalities-0fd9c958-be89-46bc-8b2e-3903616e39e2.yml b/data/ms/committees/upper-Municipalities-0fd9c958-be89-46bc-8b2e-3903616e39e2.yml
index 0234967644..5f3e8a1b51 100644
--- a/data/ms/committees/upper-Municipalities-0fd9c958-be89-46bc-8b2e-3903616e39e2.yml
+++ b/data/ms/committees/upper-Municipalities-0fd9c958-be89-46bc-8b2e-3903616e39e2.yml
@@ -44,8 +44,6 @@ members:
   role: member
   person_id: ocd-person/4b5fb3d4-b284-4886-bb0b-4c00febb1724
 other_names:
-- name: Committee on Municipalities
-- name: Municipalities Committee
 - name: Senate Committee on Municipalities
 - name: Senate Municipalities
 - name: Senate Municipalities Committee
diff --git a/data/ms/committees/upper-Public-Property-690a3fb5-41c1-4bc8-b8f5-d6a095bbe49b.yml b/data/ms/committees/upper-Public-Property-690a3fb5-41c1-4bc8-b8f5-d6a095bbe49b.yml
index d89f9de04c..0c91d5f35d 100644
--- a/data/ms/committees/upper-Public-Property-690a3fb5-41c1-4bc8-b8f5-d6a095bbe49b.yml
+++ b/data/ms/committees/upper-Public-Property-690a3fb5-41c1-4bc8-b8f5-d6a095bbe49b.yml
@@ -32,8 +32,6 @@ members:
   role: member
   person_id: ocd-person/7aef9236-de61-47cf-8243-b5a21fcac9dc
 other_names:
-- name: Committee on Public Property
-- name: Public Property Committee
 - name: Senate Committee on Public Property
 - name: Senate Public Property
 - name: Senate Public Property Committee
diff --git a/data/ms/committees/upper-Rules-88b75a5d-b239-4b64-b07a-5f7f23f76d0a.yml b/data/ms/committees/upper-Rules-88b75a5d-b239-4b64-b07a-5f7f23f76d0a.yml
index aa520ef671..647d81de88 100644
--- a/data/ms/committees/upper-Rules-88b75a5d-b239-4b64-b07a-5f7f23f76d0a.yml
+++ b/data/ms/committees/upper-Rules-88b75a5d-b239-4b64-b07a-5f7f23f76d0a.yml
@@ -26,8 +26,6 @@ members:
   role: member
   person_id: ocd-person/60cdec6e-abad-4d5c-97ca-83da67ed7a67
 other_names:
-- name: Committee on Rules
-- name: Rules Committee
 - name: Senate Committee on Rules
 - name: Senate Rules
 - name: Senate Rules Committee
diff --git a/data/ms/committees/upper-State-Library-95c361f3-93e5-4d25-8521-585d00bb7815.yml b/data/ms/committees/upper-State-Library-95c361f3-93e5-4d25-8521-585d00bb7815.yml
index 8f88630627..9db528e358 100644
--- a/data/ms/committees/upper-State-Library-95c361f3-93e5-4d25-8521-585d00bb7815.yml
+++ b/data/ms/committees/upper-State-Library-95c361f3-93e5-4d25-8521-585d00bb7815.yml
@@ -26,8 +26,6 @@ members:
   role: member
   person_id: ocd-person/cc7b9351-ea3c-4436-8cc7-9ec0f34b3e0a
 other_names:
-- name: Committee on State Library
 - name: Senate Committee on State Library
 - name: Senate State Library
 - name: Senate State Library Committee
-- name: State Library Committee
diff --git a/data/ms/committees/upper-Technology-b86a3ffa-5b71-4c9f-9b8d-d78db06bfb5a.yml b/data/ms/committees/upper-Technology-b86a3ffa-5b71-4c9f-9b8d-d78db06bfb5a.yml
index f95f413fd5..94077fe2b3 100644
--- a/data/ms/committees/upper-Technology-b86a3ffa-5b71-4c9f-9b8d-d78db06bfb5a.yml
+++ b/data/ms/committees/upper-Technology-b86a3ffa-5b71-4c9f-9b8d-d78db06bfb5a.yml
@@ -32,8 +32,6 @@ members:
   role: member
   person_id: ocd-person/8467b994-f651-446b-b77f-0632ff790ff8
 other_names:
-- name: Committee on Technology
 - name: Senate Committee on Technology
 - name: Senate Technology
 - name: Senate Technology Committee
-- name: Technology Committee
diff --git a/data/ms/committees/upper-Tourism-f4600657-0ef9-4628-8338-2830f38942e9.yml b/data/ms/committees/upper-Tourism-f4600657-0ef9-4628-8338-2830f38942e9.yml
index 7cbf62627e..4e349092f5 100644
--- a/data/ms/committees/upper-Tourism-f4600657-0ef9-4628-8338-2830f38942e9.yml
+++ b/data/ms/committees/upper-Tourism-f4600657-0ef9-4628-8338-2830f38942e9.yml
@@ -44,8 +44,6 @@ members:
   role: member
   person_id: ocd-person/4b5fb3d4-b284-4886-bb0b-4c00febb1724
 other_names:
-- name: Committee on Tourism
 - name: Senate Committee on Tourism
 - name: Senate Tourism
 - name: Senate Tourism Committee
-- name: Tourism Committee
diff --git a/data/ms/committees/upper-Universities-and-Colleges-6df811c7-78f2-4844-91fa-00f712f7d88e.yml b/data/ms/committees/upper-Universities-and-Colleges-6df811c7-78f2-4844-91fa-00f712f7d88e.yml
index 271e4f197e..0323827d70 100644
--- a/data/ms/committees/upper-Universities-and-Colleges-6df811c7-78f2-4844-91fa-00f712f7d88e.yml
+++ b/data/ms/committees/upper-Universities-and-Colleges-6df811c7-78f2-4844-91fa-00f712f7d88e.yml
@@ -50,8 +50,6 @@ members:
   role: member
   person_id: ocd-person/61c65e25-07c9-445c-8cef-1e6d53cbbfb3
 other_names:
-- name: Committee on Universities and Colleges
 - name: Senate Committee on Universities and Colleges
 - name: Senate Universities and Colleges
 - name: Senate Universities and Colleges Committee
-- name: Universities and Colleges Committee
diff --git a/data/ms/committees/upper-Wildlife-Fisheries-and-Parks-79afc914-1088-408b-a392-624a123c478a.yml b/data/ms/committees/upper-Wildlife-Fisheries-and-Parks-79afc914-1088-408b-a392-624a123c478a.yml
index 33d03bf90d..ddc60f374e 100644
--- a/data/ms/committees/upper-Wildlife-Fisheries-and-Parks-79afc914-1088-408b-a392-624a123c478a.yml
+++ b/data/ms/committees/upper-Wildlife-Fisheries-and-Parks-79afc914-1088-408b-a392-624a123c478a.yml
@@ -44,8 +44,6 @@ members:
   role: member
   person_id: ocd-person/70b45762-64ee-4a16-b15a-194e4e3c9bf6
 other_names:
-- name: Committee on Wildlife, Fisheries and Parks
 - name: Senate Committee on Wildlife, Fisheries and Parks
 - name: Senate Wildlife, Fisheries and Parks
 - name: Senate Wildlife, Fisheries and Parks Committee
-- name: Wildlife, Fisheries and Parks Committee