IND

MCMAHAN, ROBERT

22% Democratic / 77% Republican · 0% unclassifiedDerived from contributionsZIP cluster 626892023–2024Exact name + ZIP5

Reported identity cluster · not a verified person-level entity.

Contribution summary

Latest amendment per committee transaction ID · memo rows excluded from net

Reported transaction total$20

Number of transactions1

Recipient committees1

Transaction date rangeNov 30, 2023through Nov 30, 2023

Reported identity evidence

Raw context retained from FEC Schedule A rows

Reported names linked: MCMAHAN, ROBERT
Reported ZIPs seen: 62689
Locations seen: THAYER IL
Occupation and employer: MGR -PLANT III VULCAN CONSTRUCTION MAT LLIndustry: Energy, Utilities & Mining · Vulcan Materials Company ↗
What is linked: Exact filed name + first five ZIP digits within this cycle

Industry: Energy, Utilities & Miningvia Vulcan Materials Company

Derived from reported employer mappings, not an FEC-reported industry or company contribution.

Reported occupation interpretations

Employment status, occupation family, and title describe historical reported occupation text, not current employment. Different values can come from different receipts or linked names. Employer industries remain separate.

Reported occupation: MGR -PLANT III
Interpretation: Not yet classified

GovMoneyGraph occupation model v1 · Accepted interpretations only. These labels do not establish income, wealth, or a compliance finding.

Loading reported occupation interpretations…

How these records are matched

A conservative grouping of federal contribution rows with this exact filed name and five-digit ZIP. ZIP+4 extensions are retained as evidence but ignored for matching. This is a reported identity cluster, not yet a verified person-level entity.

Contributions by recipient party and committee type

Recipient party from FEC registration, linked candidates, or affirmative support activity

Recipient party affiliation

Contributions grouped by each recipient’s reported party or inferred alignment

Mixed-party destinationsDerived from contributions$20100% of displayed positive totals1 transactions · 1 recipient committees

Recipient committee type

Type of political committee receiving the contribution

PAC$201 transactions · 1 recipient committees

Party totals describe recipients, not the contributor’s party registration or beliefs. FEC-reported and linked-candidate parties take precedence over inferred activity. Opposition to a candidate does not count as support for another party. Open a recipient to inspect its classification evidence and separate support and opposition disclosures.

Money network

Contributor-to-committee connections sized by absolute reported transaction total

Connected entity party

Connections per side

Showing 0 of 0 loaded matching connections on the left and 1 of 1 on the right, up to 10 per side by absolute amount. This is not the full transaction history. Party filters include mixed-party contributions or activity. Full connection amounts are shown, not just the selected party’s share. Party labels use reported party information or inferred contributions/activity—not an individual’s party registration.

Democratic Republican Mixed-party contributions Other / independent Not classifiedLine width = absolute amountShown totals: $0 in · $20 out

Contributions by recipient committee

1 recipient committees · largest reported totals first · expand an arrow for transactions

Reported totals sum current non-memo transactions, including reported refund entries, and can include both a conduit’s and a recipient’s report of the same contribution. These are not verified net contributions after refunds. Expand a recipient to inspect transaction types, reporting sides and source records.

Full contribution ledger · 10 rows per pageAll contributions

Reported total$201 reported transactions

C00116020 · PACVULCAN MATERIALS COMPANY POLITICAL ACTION COMMITTEEMixed activity · 22% Democratic / 77% Republican · 0% unclassifiedInferred from activityFEC registration · 2024 cycleRegistered location: BIRMINGHAMAL

Candidate campaign receiving transfers
ADERHOLT, ROBERT B. REP.RepublicanFEC reported
U.S. House · Alabama · District 4
Election 2024 · Incumbent · Current candidate
Receiving campaign: ROBERT ADERHOLT FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6AL04098 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
AGUILAR, PETEDemocraticFEC reported
U.S. House · California · District 33
Election 2024 · Incumbent · Current candidate
Receiving campaign: PETE AGUILAR FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA31125 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BEAN, AARON P.RepublicanFEC reported
U.S. House · Florida · District 4
Election 2024 · Incumbent · Current candidate
Receiving campaign: AARON BEAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2FL04211 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BEYER, DONALD STERNOFF JR.DemocraticFEC reported
U.S. House · Virginia · District 8
Election 2024 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF DON BEYER
Candidate details & sources
FEC candidate ID: H4VA08224 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BRITT, KATIE BOYDRepublicanFEC reported
U.S. Senate · Alabama · Statewide
Election 2028 · Incumbent · Current candidate
Receiving campaign: BRITT FOR ALABAMA INC
Candidate details & sources
FEC candidate ID: S2AL00145 · 2023–2024 reporting cycle

Show 57 more candidate connections (62 total)

Candidate campaign receiving transfers
BROWNLEY, JULIADemocraticFEC reported
U.S. House · California · District 26
Election 2024 · Incumbent · Current candidate
Receiving campaign: JULIA BROWNLEY FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA00120 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CAMMACK, KATRepublicanFEC reported
U.S. House · Florida · District 3
Election 2024 · Incumbent · Current candidate
Receiving campaign: KAT FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0FL03175 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CARBAJAL, SALUD O.DemocraticFEC reported
U.S. House · California · District 24
Election 2024 · Incumbent · Current candidate
Receiving campaign: SALUD CARBAJAL FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6CA24303 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CARTER, EARL LEROYRepublicanFEC reported
U.S. House · Georgia · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: BUDDY CARTER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4GA01039 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CASSIDY, WILLIAM M.RepublicanFEC reported
U.S. Senate · Louisiana · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: BILL CASSIDY FOR US SENATE
Candidate details & sources
FEC candidate ID: S4LA00107 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CISCOMANI, JUANRepublicanFEC reported
U.S. House · Arizona · District 6
Election 2024 · Incumbent · Current candidate
Receiving campaign: CISCOMANI FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2AZ02360 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CLYBURN, JAMES E.DemocraticFEC reported
U.S. House · South Carolina · District 6
Election 2024 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF JIM CLYBURN
Candidate details & sources
FEC candidate ID: H2SC02042 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
COLLINS, MICHAEL A JRRepublicanFEC reported
U.S. House · Georgia · District 10
Election 2024 · Incumbent · Current candidate
Receiving campaign: COLLINS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4GA10071 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CORREA, LOUDemocraticFEC reported
U.S. House · California · District 46
Election 2024 · Incumbent · Current candidate
Receiving campaign: LOU CORREA FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6CA46116 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
COSTA, JIMDemocraticFEC reported
U.S. House · California · District 21
Election 2024 · Incumbent · Current candidate
Receiving campaign: JIM COSTA FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4CA20082 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CRAMER, KEVIN MR.RepublicanFEC reported
U.S. Senate · North Dakota · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: CRAMER FOR SENATE
Candidate details & sources
FEC candidate ID: S8ND00120 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CRAWFORD, ERIC ALAN RICKRepublicanFEC reported
U.S. House · Arkansas · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: CRAWFORD FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0AR01083 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CUELLAR, HENRY R.DemocraticFEC reported
U.S. House · Texas · District 28
Election 2024 · Incumbent · Current candidate
Receiving campaign: TEXANS FOR HENRY CUELLAR CONGRESSIONAL CAMPAIGN
Candidate details & sources
FEC candidate ID: H2TX23082 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
DIAZ-BALART, MARIORepublicanFEC reported
U.S. House · Florida · District 26
Election 2024 · Incumbent · Current candidate
Receiving campaign: MARIO DIAZ-BALART FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2FL25018 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
ELLZEY, JOHN KEVIN SR.RepublicanFEC reported
U.S. House · Texas · District 6
Election 2024 · Incumbent · Current candidate
Receiving campaign: JAKE ELLZEY FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8TX06266 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
EMMER, THOMAS EARL JR.RepublicanFEC reported
U.S. House · Minnesota · District 6
Election 2024 · Incumbent · Current candidate
Receiving campaign: EMMER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4MN06087 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
FERGUSON, ANDERSON DREW IVRepublicanFEC reported
U.S. House · Georgia · District 3
Election 2024 · Incumbent · Current candidate
Receiving campaign: DREW FERGUSON FOR CONGRESS INC.
Candidate details & sources
FEC candidate ID: H6GA03113 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
FLEISCHMANN, CHARLES JRepublicanFEC reported
U.S. House · Tennessee · District 3
Election 2024 · Incumbent · Current candidate
Receiving campaign: CHUCK FLEISCHMANN FOR CONGRESS COMMITTEE, INC.
Candidate details & sources
FEC candidate ID: H0TN03254 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
GARBARINO, ANDREWRepublicanFEC reported
U.S. House · New York · District 2
Election 2024 · Incumbent · Current candidate
Receiving campaign: GARBARINO FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0NY02234 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
GONZALES, ERNEST ANTHONY TONY IIRepublicanFEC reported
U.S. House · Texas · District 23
Election 2024 · Incumbent · Current candidate
Receiving campaign: TONY GONZALES FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0TX35015 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
GONZALEZ, VICENTEDemocraticFEC reported
U.S. House · Texas · District 34
Election 2024 · Incumbent · Current candidate
Receiving campaign: VICENTE GONZALEZ FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6TX15162 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
GRANGER, KAYRepublicanFEC reported
U.S. House · Texas · District 12
Election 2024 · Incumbent · Current candidate
Receiving campaign: KAY GRANGER CAMPAIGN FUND
Candidate details & sources
FEC candidate ID: H6TX12060 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
GRAVES, SAMUEL B. JR.RepublicanFEC reported
U.S. House · Missouri · District 6
Election 2024 · Incumbent · Current candidate
Receiving campaign: GRAVES FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0MO06073 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
GUTHRIE, S. BRETT HON.RepublicanFEC reported
U.S. House · Kentucky · District 2
Election 2024 · Incumbent · Current candidate
Receiving campaign: GUTHRIE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8KY02031 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
HAGERTY, BILLRepublicanFEC reported
U.S. Senate · Tennessee · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: TEAM HAGERTY
Candidate details & sources
FEC candidate ID: S0TN00169 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
KEAN, THOMAS H. JR.RepublicanFEC reported
U.S. House · New Jersey · District 7
Election 2024 · Incumbent · Current candidate
Receiving campaign: KEAN FOR CONGRESS INC
Candidate details & sources
FEC candidate ID: H0NJ07261 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
LARSEN, RICKDemocraticFEC reported
U.S. House · Washington · District 2
Election 2024 · Incumbent · Current candidate
Receiving campaign: CITIZENS TO ELECT RICK LARSEN
Candidate details & sources
FEC candidate ID: H0WA02080 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
LUTTRELL, MORGAN JOERepublicanFEC reported
U.S. House · Texas · District 8
Election 2024 · Incumbent · Current candidate
Receiving campaign: TEXANS FOR MORGAN LUTTRELL
Candidate details & sources
FEC candidate ID: H2TX08182 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MACE, NANCYRepublicanFEC reported
U.S. House · South Carolina · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: NANCY MACE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0SC01394 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MAST, BRIANRepublicanFEC reported
U.S. House · Florida · District 21
Election 2024 · Incumbent · Current candidate
Receiving campaign: MAST FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6FL18097 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MCCAUL, MICHAELRepublicanFEC reported
U.S. House · Texas · District 10
Election 2024 · Incumbent · Current candidate
Receiving campaign: MCCAUL FOR CONGRESS, INC
Candidate details & sources
FEC candidate ID: H4TX10093 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
NEHLS, TROYRepublicanFEC reported
U.S. House · Texas · District 22
Election 2024 · Incumbent · Current candidate
Receiving campaign: NEHLS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0TX22302 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
NEWHOUSE, DANRepublicanFEC reported
U.S. House · Washington · District 4
Election 2024 · Incumbent · Current candidate
Receiving campaign: DAN NEWHOUSE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4WA04104 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
PALMER, GARYRepublicanFEC reported
U.S. House · Alabama · District 6
Election 2024 · Incumbent · Current candidate
Receiving campaign: GARY PALMER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4AL06098 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
PANETTA, JIMMYDemocraticFEC reported
U.S. House · California · District 19
Election 2024 · Incumbent · Current candidate
Receiving campaign: JIMMY PANETTA FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6CA20152 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
PAYNE, DONALD M MR. JRDemocraticFEC reported
U.S. House · New Jersey · District 10
Election 2024 · Incumbent · Current candidate
Receiving campaign: DONALD M PAYNE JR FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2NJ10154 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
PELTOLA, MARYDemocraticFEC reported
U.S. House · Alaska · At-large
Election 2024 · Incumbent · Current candidate
Receiving campaign: MARY PELTOLA FOR ALASKA
Candidate details & sources
FEC candidate ID: H2AK01158 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
PFLUGER, AUGUST LEE IIRepublicanFEC reported
U.S. House · Texas · District 11
Election 2024 · Incumbent · Current candidate
Receiving campaign: AUGUST PFLUGER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0TX11230 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
ROGERS, MICHAELRepublicanFEC reported
U.S. House · Alabama · District 3
Election 2024 · Incumbent · Current candidate
Receiving campaign: MIKE ROGERS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2AL03032 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
ROUZER, DAVIDRepublicanFEC reported
U.S. House · North Carolina · District 7
Election 2024 · Incumbent · Current candidate
Receiving campaign: DAVID ROUZER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2NC07096 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
RUTHERFORD, JOHNRepublicanFEC reported
U.S. House · Florida · District 5
Election 2024 · Incumbent · Current candidate
Receiving campaign: CITIZENS FOR JOHN RUTHERFORD
Candidate details & sources
FEC candidate ID: H6FL04105 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SALAZAR, MARIA ELVIRARepublicanFEC reported
U.S. House · Florida · District 27
Election 2024 · Incumbent · Current candidate
Receiving campaign: SALAZAR FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8FL27185 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SCHNEIDER, BRADLEY S.DemocraticFEC reported
U.S. House · Illinois · District 10
Election 2024 · Incumbent · Current candidate
Receiving campaign: SCHNEIDER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2IL10068 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SEWELL, TERRI A.DemocraticFEC reported
U.S. House · Alabama · District 7
Election 2024 · Incumbent · Current candidate
Receiving campaign: TERRI SEWELL FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0AL07086 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SMITH, ADRIANRepublicanFEC reported
U.S. House · Nebraska · District 3
Election 2024 · Incumbent · Current candidate
Receiving campaign: ADRIAN SMITH FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6NE03115 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
STANTON, GREGDemocraticFEC reported
U.S. House · Arizona · District 4
Election 2024 · Incumbent · Current candidate
Receiving campaign: STANTON FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8AZ09040 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
STRONG, DALE WHITNEYRepublicanFEC reported
U.S. House · Alabama · District 5
Election 2024 · Incumbent · Current candidate
Receiving campaign: DALE STRONG FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2AL05102 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
THOMPSON, MIKE MR.DemocraticFEC reported
U.S. House · California · District 4
Election 2024 · Incumbent · Current candidate
Receiving campaign: MIKE THOMPSON FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8CA01109 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
TUBERVILLE, THOMAS HRepublicanFEC reported
U.S. Senate · Alabama · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: TUBERVILLE FOR SENATE, INC.
Candidate details & sources
FEC candidate ID: S0AL00230 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
VALADAO, DAVIDRepublicanFEC reported
U.S. House · California · District 22
Election 2024 · Incumbent · Current candidate
Receiving campaign: VALADAO FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA20094 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
VAN DREW, JEFF MRRepublicanFEC reported
U.S. House · New Jersey · District 2
Election 2024 · Incumbent · Current candidate
Receiving campaign: VAN DREW FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8NJ02166 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
VAN DUYNE, ELIZABETH ANNRepublicanFEC reported
U.S. House · Texas · District 24
Election 2024 · Incumbent · Current candidate
Receiving campaign: BETH VAN DUYNE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0TX24209 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
VEASEY, MARC ALLISONDemocraticFEC reported
U.S. House · Texas · District 33
Election 2024 · Incumbent · Current candidate
Receiving campaign: MARC VEASEY CONGRESSIONAL CAMPAIGN COMMITTEE
Candidate details & sources
FEC candidate ID: H2TX33073 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
WALTZ, MICHAELRepublicanFEC reported
U.S. House · Florida · District 6
Election 2024 · Incumbent · Current candidate
Receiving campaign: MICHAEL WALTZ FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8FL06148 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
WESTERMAN, BRUCERepublicanFEC reported
U.S. House · Arkansas · District 4
Election 2024 · Incumbent · Current candidate
Receiving campaign: WESTERMAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4AR04048 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
WICKER, ROGER SEN.RepublicanFEC reported
U.S. Senate · Mississippi · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: WICKER FOR SENATE
Candidate details & sources
FEC candidate ID: S8MS00196 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
WITTMAN, ROBERT J. MR.RepublicanFEC reported
U.S. House · Virginia · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: ROB WITTMAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8VA01147 · 2023–2024 reporting cycle

These campaigns received reported contributions or transfers from this committee during the selected cycle. This is not a complete participant list or an allocation of any individual donor's gift; other recipients may include parties and PACs.

Reported total$201 reported transactions

Source & identity status

Trace every claim back to the public record

Source agencyFederal Election Commission

Grouping keyExact name + ZIP

Cycle2023–2024

Search official FEC records

The FEC publishes names and addresses as reported, but does not assign a persistent ID to each individual contributor. GovMoneyGraph links variants here only when employer and location or occupation evidence corroborates compatible names; conflicting middle initials remain separate. These heuristic clusters stay reviewable until promoted into the persistent entity graph through the labeled gold-set process.