IND

SONEK, JIRI

DemocraticDerived from contributionsZIP cluster 454342023–2024Exact 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$2.1K

Number of transactions9

Recipient committees3

Transaction date rangeAug 3, 2024through Oct 29, 2024

Reported identity evidence

Raw context retained from FEC Schedule A rows

Reported names linked: SONEK, JIRI
Reported ZIPs seen: 45434
Locations seen: BEAVERCREEK OH
Occupation and employer: PHYSIAN PREMIER HEALTHPHYSICIAN PREMIER HEALTHPHYSICIAN PREMIER PHYSICIANS NETWORK
What is linked: Exact filed name + first five ZIP digits within this cycle

Industry: Not yet classified

Industry not yet classified for PREMIER HEALTH · PREMIER PHYSICIANS NETWORK.

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

Reported occupation: PHYSICIAN
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

Democratic destinationsDerived from contributions$2,100100% of displayed positive totals9 transactions · 3 recipient committees

Recipient committee type

Type of political committee receiving the contribution

Candidate campaign$1,5006 transactions · 2 recipient committees

Hybrid PAC$6003 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 3 of 3 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 · $2.1K out

Contributions by recipient committee

3 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$2,1009 reported transactions

C00264697 · Candidate campaignFRIENDS OF SHERROD BROWNDemocraticFEC reportedFEC registration · 2024 cycleRegistered location: WASHINGTONDC

Principal candidate campaign
BROWN, SHERRODDemocraticFEC reported
U.S. Senate · Ohio · Statewide
Election 2024 · Incumbent · Current candidate
Candidate details & sources
FEC candidate ID: S6OH00163 · 2023–2024 reporting cycle

Reported total$1,0004 reported transactions

C00495028 · Hybrid PACHMPDemocraticCurated classificationFEC registration · 2024 cycleRegistered location: WASHINGTONDCConnected organization: MINNESOTA SECOND DISTRICT VICTORY COMMITTEE

Candidate campaign receiving transfers
ALTMAN, SUSAN COPIUSDemocraticFEC reported
U.S. House · New Jersey · District 7
Election 2024 · Challenger · Current candidate
Receiving campaign: ALTMAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4NJ07107 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BACCAM, LANONDemocraticFEC reported
U.S. House · Iowa · District 3
Election 2024 · Challenger · Current candidate
Receiving campaign: BACCAM FOR IOWA
Candidate details & sources
FEC candidate ID: H4IA03172 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BARCA, PETERDemocraticFEC reported
U.S. House · Wisconsin · District 1
Election 2024 · Challenger · Current candidate
Receiving campaign: CITIZENS FOR PETER BARCA
Candidate details & sources
FEC candidate ID: H4WI01197 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BARCA, PETER WILLIAMDemocraticFEC reported
U.S. House · Wisconsin · District 1
Election 2024 · Challenger · Current candidate
Receiving campaign: CITIZENS FOR PETER BARCA
Candidate details & sources
FEC candidate ID: H4WI01056 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BOHANNAN, CHRISTINADemocraticFEC reported
U.S. House · Iowa · District 1
Election 2024 · Challenger · Current candidate
Receiving campaign: CHRISTINA BOHANNAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2IA02111 · 2023–2024 reporting cycle

Show 54 more candidate connections (59 total)

Candidate campaign receiving transfers
BUDZINSKI, NIKKIDemocraticFEC reported
U.S. House · Illinois · District 13
Election 2024 · Incumbent · Current candidate
Receiving campaign: NIKKI FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2IL13153 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BYNUM, JANELLEDemocraticFEC reported
U.S. House · Oregon · District 5
Election 2024 · Challenger · Current candidate
Receiving campaign: JANELLE BYNUM FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4OR05304 · 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
CARTWRIGHT, MATTHEW A.DemocraticFEC reported
U.S. House · Pennsylvania · District 8
Election 2024 · Incumbent · Current candidate
Receiving campaign: CARTWRIGHT FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2PA17079 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
COTTER SMASAL, MISSYDemocraticFEC reported
U.S. House · Virginia · District 2
Election 2024 · Challenger · Current candidate
Receiving campaign: MISSY FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4VA02060 · 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
DAVIDS, SHARICEDemocraticFEC reported
U.S. House · Kansas · District 3
Election 2024 · Incumbent · Current candidate
Receiving campaign: SHARICE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8KS03155 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
DAVIS, DONDemocraticFEC reported
U.S. House · North Carolina · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: DON DAVIS FOR NC
Candidate details & sources
FEC candidate ID: H2NC02287 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
DELUZIO, CHRISTOPHERDemocraticFEC reported
U.S. House · Pennsylvania · District 17
Election 2024 · Incumbent · Current candidate
Receiving campaign: CHRIS DELUZIO FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2PA17103 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
ENGEL, KIRSTENDemocraticFEC reported
U.S. House · Arizona · District 6
Election 2024 · Challenger · Current candidate
Receiving campaign: ENGEL FOR ARIZONA
Candidate details & sources
FEC candidate ID: H2AZ02311 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
FIGURES, SHOMARI C.DemocraticFEC reported
U.S. House · Alabama · District 2
Election 2024 · Challenger · Current candidate
Receiving campaign: COMMITTEE TO ELECT SHOMARI FIGURES FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4AL02170 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
FRISCH, ADAMDemocraticFEC reported
U.S. House · Colorado · District 3
Election 2024 · Open seat · Current candidate
Receiving campaign: ADAM FOR COLORADO
Candidate details & sources
FEC candidate ID: H2CO03351 · 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
GOLDEN, JAREDDemocraticFEC reported
U.S. House · Maine · District 2
Election 2024 · Incumbent · Current candidate
Receiving campaign: COMMITTEE TO ELECT JARED GOLDEN
Candidate details & sources
FEC candidate ID: H8ME02185 · 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
GRAY, ADAM C.DemocraticFEC reported
U.S. House · California · District 13
Election 2024 · Challenger · Current candidate
Receiving campaign: ADAM GRAY FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA13115 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
HARDER, JOSHDemocraticFEC reported
U.S. House · California · District 9
Election 2024 · Incumbent · Current candidate
Receiving campaign: JOSH HARDER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8CA10126 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
HAYES, JAHANADemocraticFEC reported
U.S. House · Connecticut · District 5
Election 2024 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF JAHANA HAYES
Candidate details & sources
FEC candidate ID: H8CT05245 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
HERTEL, CURTIS JR.DemocraticFEC reported
U.S. House · Michigan · District 7
Election 2024 · Open seat · Current candidate
Receiving campaign: HERTEL FOR MICHIGAN
Candidate details & sources
FEC candidate ID: H4MI07210 · 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
HOYLE, VALERIEDemocraticFEC reported
U.S. House · Oregon · District 4
Election 2024 · Incumbent · Current candidate
Receiving campaign: VAL HOYLE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2OR04095 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
JONES, MONDAIREDemocraticFEC reported
U.S. House · New York · District 17
Election 2024 · Challenger · Current candidate
Receiving campaign: MONDAIRE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0NY17174 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
KAPTUR, MARCY HON. M.C.DemocraticFEC reported
U.S. House · Ohio · District 9
Election 2024 · Incumbent · Current candidate
Receiving campaign: KAPTUR FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2OH09031 · 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
LANDSMAN, GREGDemocraticFEC reported
U.S. House · Ohio · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: LANDSMAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2OH01194 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
LEE, SUSIEDemocraticFEC reported
U.S. House · Nevada · District 3
Election 2024 · Incumbent · Current candidate
Receiving campaign: SUSIE LEE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6NV04020 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
LEVIN, MIKEDemocraticFEC reported
U.S. House · California · District 49
Election 2024 · Incumbent · Current candidate
Receiving campaign: MIKE LEVIN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8CA49058 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MANNION, JOHN WDemocraticFEC reported
U.S. House · New York · District 22
Election 2024 · Challenger · Current candidate
Receiving campaign: MANNION FOR NEW YORK
Candidate details & sources
FEC candidate ID: H4NY22085 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MCDONALD RIVET, KRISTENDemocraticFEC reported
U.S. House · Michigan · District 8
Election 2024 · Open seat · Current candidate
Receiving campaign: KRISTEN FOR MICHIGAN
Candidate details & sources
FEC candidate ID: H4MI08218 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MIN, DAVEDemocraticFEC reported
U.S. House · California · District 47
Election 2024 · Open seat · Current candidate
Receiving campaign: DAVE MIN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4CA47085 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MRVAN, FRANK J.DemocraticFEC reported
U.S. House · Indiana · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: MRVAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0IN01150 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
NICKEL, WILEYDemocraticFEC reported
U.S. Senate · North Carolina · Statewide
Election 2026 · Current candidate
Receiving campaign: WILEY NICKEL FOR NORTH CAROLINA
Candidate details & sources
FEC candidate ID: S6NC00340 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
PAPPAS, CHRISDemocraticFEC reported
U.S. House · New Hampshire · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: CHRIS PAPPAS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8NH01210 · 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
RILEY, JOSHDemocraticFEC reported
U.S. House · New York · District 19
Election 2024 · Challenger · Current candidate
Receiving campaign: JOSH RILEY FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8NY22177 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
ROLLINS, WILLDemocraticFEC reported
U.S. House · California · District 41
Election 2024 · Challenger · Current candidate
Receiving campaign: WILL ROLLINS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA42205 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
RYAN, PATRICKDemocraticFEC reported
U.S. House · New York · District 18
Election 2024 · Incumbent · Current candidate
Receiving campaign: PAT RYAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8NY19223 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SALAS, RUDYDemocraticFEC reported
U.S. House · California · District 22
Election 2024 · Challenger · Current candidate
Receiving campaign: RUDY SALAS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA21233 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SALINAS, ANDREADemocraticFEC reported
U.S. House · Oregon · District 6
Election 2024 · Incumbent · Current candidate
Receiving campaign: ANDREA SALINAS FOR OREGON
Candidate details & sources
FEC candidate ID: H2OR06066 · 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
SORENSEN, ERICDemocraticFEC reported
U.S. House · Illinois · District 17
Election 2024 · Incumbent · Current candidate
Receiving campaign: ERIC SORENSEN FOR ILLINOIS
Candidate details & sources
FEC candidate ID: H2IL17147 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SPANBERGER, ABIGAILDemocraticFEC reported
U.S. House · Virginia · District 7
Election 2024 · Incumbent · Current candidate
Receiving campaign: SPANBERGER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8VA07094 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
STELSON, JANELLEDemocraticFEC reported
U.S. House · Pennsylvania · District 10
Election 2024 · Challenger · Current candidate
Receiving campaign: FRIENDS OF JANELLE STELSON
Candidate details & sources
FEC candidate ID: H4PA10104 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SUOZZI, THOMASDemocraticFEC reported
U.S. House · New York · District 3
Election 2024 · Incumbent · Current candidate
Receiving campaign: SUOZZI FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6NY03247 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SYKES, EMILIADemocraticFEC reported
U.S. House · Ohio · District 13
Election 2024 · Incumbent · Current candidate
Receiving campaign: EMILIA SYKES FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2OH13264 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
TITUS, DINADemocraticFEC reported
U.S. House · Nevada · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: TITUS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8NV03036 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
TRAN, DEREKDemocraticFEC reported
U.S. House · California · District 45
Election 2024 · Challenger · Current candidate
Receiving campaign: DEREK TRAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4CA45170 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
TRANEL, MONICADemocraticFEC reported
U.S. House · Montana · District 1
Election 2024 · Challenger · Current candidate
Receiving campaign: MONICA TRANEL FOR MONTANA
Candidate details & sources
FEC candidate ID: H2MT02092 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
VALLEJO, MICHELLEDemocraticFEC reported
U.S. House · Texas · District 15
Election 2024 · Challenger · Current candidate
Receiving campaign: MICHELLE VALLEJO FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2TX15203 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
VARGAS, ANTHONY 'TONY'DemocraticFEC reported
U.S. House · Nebraska · District 2
Election 2024 · Challenger · Current candidate
Receiving campaign: VARGAS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2NE02132 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
VINDMAN, YEVGENY 'EUGENE'DemocraticFEC reported
U.S. House · Virginia · District 7
Election 2024 · Open seat · Current candidate
Receiving campaign: VINDMAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4VA07234 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
WHITESIDES, GEORGEDemocraticFEC reported
U.S. House · California · District 27
Election 2024 · Challenger · Current candidate
Receiving campaign: GEORGE WHITESIDES FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4CA27111 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
WILD, SUSANDemocraticFEC reported
U.S. House · Pennsylvania · District 7
Election 2024 · Incumbent · Current candidate
Receiving campaign: SUSAN WILD FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8PA15229 · 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$6003 reported transactions

C00703975 · Candidate campaignHARRIS FOR PRESIDENTDemocraticFEC reportedFEC registration · 2024 cycleRegistered location: PHILADELPHIAPAConnected organization: HARRIS VICTORY FUND

Principal candidate campaign
BIDEN, JOSEPH R JRDemocraticFEC reported
President · Nationwide
Election 2024 · Incumbent · Current candidate
Candidate details & sources
FEC candidate ID: P80000722 · 2023–2024 reporting cycle
- FEC candidate record ↗
- FEC candidate–committee linkage (2024) ↗
Principal candidate campaign
HARRIS, KAMALADemocraticFEC reported
President · Nationwide
Election 2024 · Challenger · Current candidate
Candidate details & sources
FEC candidate ID: P00009423 · 2023–2024 reporting cycle

Reported total$5002 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.