IND

MCCALL, BRADLEY T.

55% Democratic / 43% Republican · 1% unclassifiedDerived from contributionsZIP cluster 282042023–2024Exact 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$1.3K

Number of transactions2

Recipient committees1

Transaction date rangeAug 28, 2023through Aug 13, 2024

Reported identity evidence

Raw context retained from FEC Schedule A rows

Reported names linked: MCCALL, BRADLEY T.
Reported ZIPs seen: 28204
Locations seen: CHARLOTTE NC
Occupation and employer: RADIATION ONCOLOGIST SERO
What is linked: Exact filed name + first five ZIP digits within this cycle

Industry: Not yet classified

Industry not yet classified for SERO.

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: RADIATION ONCOLOGIST
Employment status: Employed
Occupation family: Physician
Seniority / title: Unknown
Interpreted label: Physician

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$1,250100% of displayed positive totals2 transactions · 1 recipient committees

Recipient committee type

Type of political committee receiving the contribution

PAC$1,2502 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 · $1.3K 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$1,2502 reported transactions

C00384602 · PACAMERICAN SOCIETY FOR RADIATION ONCOLOGY PAC (''ASTRO-PAC'')Mixed activity · 55% Democratic / 43% Republican · 1% unclassifiedInferred from activityFEC registration · 2024 cycleRegistered location: ARLINGTONVAConnected organization: AMERICAN SOCIETY FOR RADIATION ONCOLOGY

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
ARRINGTON, JODEYRepublicanFEC reported
U.S. House · Texas · District 19
Election 2024 · Incumbent · Current candidate
Receiving campaign: TEXANS FOR JODEY ARRINGTON
Candidate details & sources
FEC candidate ID: H6TX19099 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BALDERSON, WILLIAM TROYRepublicanFEC reported
U.S. House · Ohio · District 12
Election 2024 · Incumbent · Current candidate
Receiving campaign: BALDERSON FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8OH12180 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BALDWIN, TAMMYDemocraticFEC reported
U.S. Senate · Wisconsin · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: TAMMY BALDWIN FOR SENATE
Candidate details & sources
FEC candidate ID: S2WI00219 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BARRAGAN, NANETTEDemocraticFEC reported
U.S. House · California · District 44
Election 2024 · Incumbent · Current candidate
Receiving campaign: BARRAGAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6CA44103 · 2023–2024 reporting cycle

Show 57 more candidate connections (62 total)

Candidate campaign receiving transfers
BERA, AMERISHDemocraticFEC reported
U.S. House · California · District 6
Election 2024 · Incumbent · Current candidate
Receiving campaign: BERA FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0CA03078 · 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
BILIRAKIS, GUS MRepublicanFEC reported
U.S. House · Florida · District 12
Election 2024 · Incumbent · Current candidate
Receiving campaign: BILIRAKIS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6FL09070 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BLACKBURN, MARSHA MRS.RepublicanFEC reported
U.S. Senate · Tennessee · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: MARSHA FOR SENATE
Candidate details & sources
FEC candidate ID: S8TN00337 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BLUNT ROCHESTER, LISADemocraticFEC reported
U.S. Senate · Delaware · Statewide
Election 2024 · Open seat · Current candidate
Receiving campaign: LISA BLUNT ROCHESTER FOR SENATE
Candidate details & sources
FEC candidate ID: S4DE00060 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BOYLE, BRENDAN FDemocraticFEC reported
U.S. House · Pennsylvania · District 2
Election 2024 · Incumbent · Current candidate
Receiving campaign: CITIZENS FOR BOYLE
Candidate details & sources
FEC candidate ID: H4PA13199 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BUCSHON, LARRY D.RepublicanFEC reported
U.S. House · Indiana · District 8
Election 2024 · Incumbent · Current candidate
Receiving campaign: BUCSHON FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0IN08114 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BURGESS, MICHAEL C. DR.RepublicanFEC reported
U.S. House · Texas · District 26
Election 2024 · Incumbent · Current candidate
Receiving campaign: MICHAEL BURGESS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2TX26093 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CARAVEO, YADIRADemocraticFEC reported
U.S. House · Colorado · District 8
Election 2024 · Incumbent · Current candidate
Receiving campaign: CARAVEO FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CO08020 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CARDENAS, TONYDemocraticFEC reported
U.S. House · California · District 29
Election 2024 · Incumbent · Current candidate
Receiving campaign: TONY CARDENAS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA28113 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CAREY, MIKERepublicanFEC reported
U.S. House · Ohio · District 15
Election 2024 · Incumbent · Current candidate
Receiving campaign: CAREY FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2OH15228 · 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
CRAIG, ANGELA DAWNDemocraticFEC reported
U.S. House · Minnesota · District 2
Election 2024 · Incumbent · Current candidate
Receiving campaign: ANGIE CRAIG FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6MN02131 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
DUNN, NEAL PATRICK MD, FACSRepublicanFEC reported
U.S. House · Florida · District 2
Election 2024 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF NEAL DUNN
Candidate details & sources
FEC candidate ID: H6FL02208 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
EVANS, DWIGHTDemocraticFEC reported
U.S. House · Pennsylvania · District 3
Election 2024 · Incumbent · Current candidate
Receiving campaign: DWIGHT EVANS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6PA02171 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
FISCHBACH, MICHELLERepublicanFEC reported
U.S. House · Minnesota · District 7
Election 2024 · Incumbent · Current candidate
Receiving campaign: FISCHBACH FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0MN07091 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
FITZPATRICK, BRIANRepublicanFEC reported
U.S. House · Pennsylvania · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: BRIAN FITZPATRICK FOR ALL OF US
Candidate details & sources
FEC candidate ID: H6PA08277 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
FLETCHER, ELIZABETHDemocraticFEC reported
U.S. House · Texas · District 7
Election 2024 · Incumbent · Current candidate
Receiving campaign: ELIZABETH PANNILL FLETCHER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8TX07140 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
GLUESENKAMP PEREZ, MARIEDemocraticFEC reported
U.S. House · Washington · District 3
Election 2024 · Incumbent · Current candidate
Receiving campaign: MARIE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2WA03217 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
GOMEZ, JIMMYDemocraticFEC reported
U.S. House · California · District 34
Election 2024 · Incumbent · Current candidate
Receiving campaign: JIMMY GOMEZ FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8CA34266 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
GOTTHEIMER, JOSHDemocraticFEC reported
U.S. House · New Jersey · District 5
Election 2024 · Incumbent · Current candidate
Receiving campaign: JOSH GOTTHEIMER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6NJ05171 · 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
HARSHBARGER, DIANARepublicanFEC reported
U.S. House · Tennessee · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: DIANA FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0TN01118 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
HORSFORD, STEVEN ALEXZANDERDemocraticFEC reported
U.S. House · Nevada · District 4
Election 2024 · Incumbent · Current candidate
Receiving campaign: NEVADANS FOR STEVEN HORSFORD
Candidate details & sources
FEC candidate ID: H2NV04011 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
JAMES, JOHNRepublicanFEC reported
U.S. House · Michigan · District 10
Election 2024 · Incumbent · Current candidate
Receiving campaign: JOHN JAMES FOR CONGRESS, INC.
Candidate details & sources
FEC candidate ID: H2MI10150 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
JEFFRIES, HAKEEMDemocraticFEC reported
U.S. House · New York · District 8
Election 2024 · Incumbent · Current candidate
Receiving campaign: JEFFRIES FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2NY10092 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
JOHNSON, JAMES MICHAELRepublicanFEC reported
U.S. House · Louisiana · District 4
Election 2024 · Incumbent · Current candidate
Receiving campaign: MIKE JOHNSON FOR LOUISIANA
Candidate details & sources
FEC candidate ID: H6LA04138 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
JOYCE, JOHNRepublicanFEC reported
U.S. House · Pennsylvania · District 13
Election 2024 · Incumbent · Current candidate
Receiving campaign: DR JOHN JOYCE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8PA13125 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
KELLY, GEORGE J JRRepublicanFEC reported
U.S. House · Pennsylvania · District 16
Election 2024 · Incumbent · Current candidate
Receiving campaign: MIKE KELLY FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0PA03271 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
KELLY, ROBINDemocraticFEC reported
U.S. House · Illinois · District 2
Election 2024 · Incumbent · Current candidate
Receiving campaign: ROBIN KELLY FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2IL02172 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
KILDEE, DANIEL TDemocraticFEC reported
U.S. House · Michigan · District 8
Election 2024 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF DAN KILDEE
Candidate details & sources
FEC candidate ID: H2MI05119 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
LAHOOD, DARIN MCKAYRepublicanFEC reported
U.S. House · Illinois · District 16
Election 2024 · Incumbent · Current candidate
Receiving campaign: LAHOOD FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6IL18088 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MARSHALL, ROGER WRepublicanFEC reported
U.S. Senate · Kansas · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: KANSANS FOR MARSHALL
Candidate details & sources
FEC candidate ID: S0KS00315 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MCMORRIS RODGERS, CATHYRepublicanFEC reported
U.S. House · Washington · District 5
Election 2024 · Incumbent · Current candidate
Receiving campaign: CATHY MCMORRIS RODGERS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4WA05077 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MENENDEZ, ROBERTIndependentFEC reported
U.S. Senate · New Jersey · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: MENENDEZ FOR SENATE
Candidate details & sources
FEC candidate ID: S6NJ00289 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MILLER-MEEKS, MARIANNETTE JANERepublicanFEC reported
U.S. House · Iowa · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: MILLER-MEEKS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8IA02043 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MOORE, BLAKERepublicanFEC reported
U.S. House · Utah · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: BLAKE MOORE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0UT01205 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MOORE, GWEN SDemocraticFEC reported
U.S. House · Wisconsin · District 4
Election 2024 · Incumbent · Current candidate
Receiving campaign: MOORE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4WI04183 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MURPHY, GREGORY FRANCIS DR.RepublicanFEC reported
U.S. House · North Carolina · District 3
Election 2024 · Incumbent · Current candidate
Receiving campaign: FRIENDS TO ELECT DR. GREG MURPHY TO CONGRESS
Candidate details & sources
FEC candidate ID: H0NC03172 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
NEAL, RICHARD EDemocraticFEC reported
U.S. House · Massachusetts · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: RICHARD E NEAL FOR CONGRESS COMMITTEE
Candidate details & sources
FEC candidate ID: H8MA02041 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
PALLONE, FRANK JRDemocraticFEC reported
U.S. House · New Jersey · District 6
Election 2024 · Incumbent · Current candidate
Receiving campaign: PALLONE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8NJ03073 · 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
PENCE, GREGORY J.RepublicanFEC reported
U.S. House · Indiana · District 6
Election 2024 · Incumbent · Current candidate
Receiving campaign: GREG PENCE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8IN06129 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
PETERS, GARYDemocraticFEC reported
U.S. Senate · Michigan · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: PETERS FOR MICHIGAN
Candidate details & sources
FEC candidate ID: S4MI00355 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
PETERS, SCOTTDemocraticFEC reported
U.S. House · California · District 50
Election 2024 · Incumbent · Current candidate
Receiving campaign: SCOTT PETERS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA52089 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SANCHEZ, LINDADemocraticFEC reported
U.S. House · California · District 38
Election 2024 · Incumbent · Current candidate
Receiving campaign: STAND WITH SANCHEZ
Candidate details & sources
FEC candidate ID: H2CA39078 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SCHOLTEN, HILLARYDemocraticFEC reported
U.S. House · Michigan · District 3
Election 2024 · Incumbent · Current candidate
Receiving campaign: SCHOLTEN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0MI03316 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SCHRIER, KIM DR.DemocraticFEC reported
U.S. House · Washington · District 8
Election 2024 · Incumbent · Current candidate
Receiving campaign: DR KIM SCHRIER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8WA08189 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SHAH, AMISH DR.DemocraticFEC reported
U.S. House · Arizona · District 1
Election 2024 · Challenger · Current candidate
Receiving campaign: AMISH FOR ARIZONA
Candidate details & sources
FEC candidate ID: H4AZ01194 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SIMPSON, MICHAELRepublicanFEC reported
U.S. House · Idaho · District 2
Election 2024 · Incumbent · Current candidate
Receiving campaign: SIMPSON FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8ID02064 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
STEVENS, HALEYDemocraticFEC reported
U.S. House · Michigan · District 11
Election 2024 · Incumbent · Current candidate
Receiving campaign: HALEY STEVENS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8MI11254 · 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
TILLIS, THOM R. SEN.RepublicanFEC reported
U.S. Senate · North Carolina · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: THOM TILLIS COMMITTEE
Candidate details & sources
FEC candidate ID: S4NC00162 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
TONKO, PAUL DAVIDDemocraticFEC reported
U.S. House · New York · District 20
Election 2024 · Incumbent · Current candidate
Receiving campaign: PAUL TONKO FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8NY21203 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
WARNER, MARK ROBERTDemocraticFEC reported
U.S. Senate · Virginia · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF MARK WARNER
Candidate details & sources
FEC candidate ID: S6VA00093 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
WASSERMAN SCHULTZ, DEBBIEDemocraticFEC reported
U.S. House · Florida · District 25
Election 2024 · Incumbent · Current candidate
Receiving campaign: DEBBIE WASSERMAN SCHULTZ FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4FL20023 · 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$1,2502 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.