KING, EDWARD
Reported identity cluster · not a verified person-level entity.
Contribution summary
Latest amendment per committee transaction ID · memo rows excluded from net
Reported identity evidence
Raw context retained from FEC Schedule A rows
- Reported names linked
- KING, EDWARD · KING, EDWARD D. · KING, EDWARD D. DR.
- Reported ZIPs seen
- 34471
- Occupation and employer
- CENTRAL FLORIDA UROLOGY SPECIALISTSPHYSICIAN/UROLOGISTPHYSICIANADVANCED UROLOGY INSTITUTEUROLOGISTADVANCED UROLOGY INSTITUTEUROLOGISTADVANCED UROLOGY INSTITUTE FL
- What is linked
- Compatible names blocked on ZIP5 or corroborated across addresses by employer, occupation, and state
- Industry
- Not yet classified
Industry not yet classified for PHYSICIAN/UROLOGIST · ADVANCED UROLOGY INSTITUTE · ADVANCED UROLOGY INSTITUTE FL.
Loading reported occupation interpretations…
How these records are matched
A high-confidence grouping of compatible filed-name and address variants corroborated by reported employer, occupation, and location evidence. 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
Recipient committee type
Type of political committee receiving the contribution
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
Showing 0 of 0 loaded matching connections on the left and 6 of 6 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.
Contributions by recipient committee
6 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.
Candidate campaign receiving transfers
DUNN, NEAL PATRICK MD, FACSRepublicanFEC reportedU.S. House · Florida · District 2
Receiving campaign: FRIENDS OF NEAL DUNN
Candidate details & sources
FEC candidate ID:
H6FL02208· 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.
Candidate campaign receiving transfers
BERA, AMERISHDemocraticFEC reportedU.S. House · California · District 6
Receiving campaign: BERA FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H0CA03078· 2023–2024 reporting cycleCandidate campaign receiving transfers
BUCHANAN, VERNONRepublicanFEC reportedU.S. House · Florida · District 16
Receiving campaign: VERN BUCHANAN FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H6FL13148· 2023–2024 reporting cycleCandidate campaign receiving transfers
CRAPO, MICHAEL DRepublicanFEC reportedU.S. Senate · Idaho · Statewide
Receiving campaign: MIKE CRAPO FOR US SENATE
Candidate details & sources
FEC candidate ID:
S8ID00027· 2023–2024 reporting cycleCandidate campaign receiving transfers
DAINES, STEVERepublicanFEC reportedU.S. Senate · Montana · Statewide
Receiving campaign: STEVE DAINES FOR MONTANA
Candidate details & sources
FEC candidate ID:
S2MT00096· 2023–2024 reporting cycleCandidate campaign receiving transfers
DOGGETT, LLOYDDemocraticFEC reportedU.S. House · Texas · District 37
Receiving campaign: DOGGETT FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H4TX10028· 2023–2024 reporting cycle
Show 14 more candidate connections (19 total)
Candidate campaign receiving transfers
DUNN, NEAL PATRICK MD, FACSRepublicanFEC reportedU.S. House · Florida · District 2
Receiving campaign: FRIENDS OF NEAL DUNN
Candidate details & sources
FEC candidate ID:
H6FL02208· 2023–2024 reporting cycleCandidate campaign receiving transfers
GUTHRIE, S. BRETT HON.RepublicanFEC reportedU.S. House · Kentucky · District 2
Receiving campaign: GUTHRIE FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8KY02031· 2023–2024 reporting cycleCandidate campaign receiving transfers
MARKEY, EDWARD SEN.DemocraticFEC reportedU.S. Senate · Massachusetts · Statewide
Receiving campaign: THE MARKEY COMMITTEE
Candidate details & sources
FEC candidate ID:
S4MA00028· 2023–2024 reporting cycleCandidate campaign receiving transfers
MCCORMICK, RICHARD DEAN DR.RepublicanFEC reportedU.S. House · Georgia · District 7
Receiving campaign: FRIENDS OF MCCORMICK
Candidate details & sources
FEC candidate ID:
H0GA07273· 2023–2024 reporting cycleCandidate campaign receiving transfers
MURPHY, GREGORY FRANCIS DR.RepublicanFEC reportedU.S. House · North Carolina · District 3
Receiving campaign: FRIENDS TO ELECT DR. GREG MURPHY TO CONGRESS
Candidate details & sources
FEC candidate ID:
H0NC03172· 2023–2024 reporting cycleCandidate campaign receiving transfers
NEAL, RICHARD EDemocraticFEC reportedU.S. House · Massachusetts · District 1
Receiving campaign: RICHARD E NEAL FOR CONGRESS COMMITTEE
Candidate details & sources
FEC candidate ID:
H8MA02041· 2023–2024 reporting cycleCandidate campaign receiving transfers
ONDER, ROBERT FOR JR.RepublicanFEC reportedU.S. House · Missouri · District 3
Receiving campaign: ONDER FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H4MO03221· 2023–2024 reporting cycleCandidate campaign receiving transfers
ONDER, ROBERT FRANK JRRepublicanFEC reportedU.S. House · Missouri · District 9
Receiving campaign: ONDER FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8MO09146· 2023–2024 reporting cycleCandidate campaign receiving transfers
PALLONE, FRANK JRDemocraticFEC reportedU.S. House · New Jersey · District 6
Receiving campaign: PALLONE FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8NJ03073· 2023–2024 reporting cycleCandidate campaign receiving transfers
PAUL, RANDRepublicanFEC reportedU.S. Senate · Kentucky · Statewide
Receiving campaign: RAND PAUL FOR US SENATE
Candidate details & sources
FEC candidate ID:
S0KY00156· 2023–2024 reporting cycleCandidate campaign receiving transfers
RUIZ, RAUL DR.DemocraticFEC reportedU.S. House · California · District 25
Receiving campaign: DR. RAUL RUIZ FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H2CA36439· 2023–2024 reporting cycleCandidate campaign receiving transfers
SANDERS, BERNARDIndependentFEC reportedU.S. Senate · Vermont · Statewide
Receiving campaign: FRIENDS OF BERNIE SANDERS
Candidate details & sources
FEC candidate ID:
S4VT00033· 2023–2024 reporting cycleCandidate campaign receiving transfers
SCHRIER, KIM DR.DemocraticFEC reportedU.S. House · Washington · District 8
Receiving campaign: DR KIM SCHRIER FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8WA08189· 2023–2024 reporting cycleCandidate campaign receiving transfers
WYDEN, RONALD L.DemocraticFEC reportedU.S. Senate · Oregon · Statewide
Receiving campaign: WYDEN FOR SENATE
Candidate details & sources
FEC candidate ID:
S6OR00110· 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.
Candidate campaign receiving transfers
BALDERSON, WILLIAM TROYRepublicanFEC reportedU.S. House · Ohio · District 12
Receiving campaign: BALDERSON FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8OH12180· 2023–2024 reporting cycleCandidate campaign receiving transfers
BALDWIN, TAMMYDemocraticFEC reportedU.S. Senate · Wisconsin · Statewide
Receiving campaign: TAMMY BALDWIN FOR SENATE
Candidate details & sources
FEC candidate ID:
S2WI00219· 2023–2024 reporting cycleCandidate campaign receiving transfers
BARRASSO, JOHN ARepublicanFEC reportedU.S. Senate · Wyoming · Statewide
Receiving campaign: FRIENDS OF JOHN BARRASSO
Candidate details & sources
FEC candidate ID:
S6WY00068· 2023–2024 reporting cycleCandidate campaign receiving transfers
BERA, AMERISHDemocraticFEC reportedU.S. House · California · District 6
Receiving campaign: BERA FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H0CA03078· 2023–2024 reporting cycleCandidate campaign receiving transfers
BEYER, DONALD STERNOFF JR.DemocraticFEC reportedU.S. House · Virginia · District 8
Receiving campaign: FRIENDS OF DON BEYER
Candidate details & sources
FEC candidate ID:
H4VA08224· 2023–2024 reporting cycle
Show 48 more candidate connections (53 total)
Candidate campaign receiving transfers
BLUNT ROCHESTER, LISADemocraticFEC reportedU.S. Senate · Delaware · Statewide
Receiving campaign: LISA BLUNT ROCHESTER FOR SENATE
Candidate details & sources
FEC candidate ID:
S4DE00060· 2023–2024 reporting cycleCandidate campaign receiving transfers
BROWNLEY, JULIADemocraticFEC reportedU.S. House · California · District 26
Receiving campaign: JULIA BROWNLEY FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H2CA00120· 2023–2024 reporting cycleCandidate campaign receiving transfers
BUCHANAN, VERNONRepublicanFEC reportedU.S. House · Florida · District 16
Receiving campaign: VERN BUCHANAN FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H6FL13148· 2023–2024 reporting cycleCandidate campaign receiving transfers
CALVERT, KENRepublicanFEC reportedU.S. House · California · District 41
Receiving campaign: KEN CALVERT FOR CONGRESS COMMITTEE
Candidate details & sources
FEC candidate ID:
H2CA37023· 2023–2024 reporting cycleCandidate campaign receiving transfers
CARAVEO, YADIRADemocraticFEC reportedU.S. House · Colorado · District 8
Receiving campaign: CARAVEO FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H2CO08020· 2023–2024 reporting cycleCandidate campaign receiving transfers
CARTER, EARL LEROYRepublicanFEC reportedU.S. House · Georgia · District 1
Receiving campaign: BUDDY CARTER FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H4GA01039· 2023–2024 reporting cycleCandidate campaign receiving transfers
CASEY, ROBERT P. JR.DemocraticFEC reportedU.S. Senate · Pennsylvania · Statewide
Receiving campaign: BOB CASEY FOR SENATE INC
Candidate details & sources
FEC candidate ID:
S6PA00217· 2023–2024 reporting cycleCandidate campaign receiving transfers
CASSIDY, WILLIAM M.RepublicanFEC reportedU.S. Senate · Louisiana · Statewide
Receiving campaign: BILL CASSIDY FOR US SENATE
Candidate details & sources
FEC candidate ID:
S4LA00107· 2023–2024 reporting cycleCandidate campaign receiving transfers
COLE, TOMRepublicanFEC reportedU.S. House · Oklahoma · District 4
Receiving campaign: COLE FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H2OK04055· 2023–2024 reporting cycleCandidate campaign receiving transfers
DELAURO, ROSA LDemocraticFEC reportedU.S. House · Connecticut · District 3
Receiving campaign: FRIENDS OF ROSA DELAURO
Candidate details & sources
FEC candidate ID:
H0CT03072· 2023–2024 reporting cycleCandidate campaign receiving transfers
DELBENE, SUZAN KDemocraticFEC reportedU.S. House · Washington · District 1
Receiving campaign: DELBENE FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H0WA08046· 2023–2024 reporting cycleCandidate campaign receiving transfers
DOGGETT, LLOYDDemocraticFEC reportedU.S. House · Texas · District 37
Receiving campaign: DOGGETT FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H4TX10028· 2023–2024 reporting cycleCandidate campaign receiving transfers
DUNN, NEAL PATRICK MD, FACSRepublicanFEC reportedU.S. House · Florida · District 2
Receiving campaign: FRIENDS OF NEAL DUNN
Candidate details & sources
FEC candidate ID:
H6FL02208· 2023–2024 reporting cycleCandidate campaign receiving transfers
FITZPATRICK, BRIANRepublicanFEC reportedU.S. House · Pennsylvania · District 1
Receiving campaign: BRIAN FITZPATRICK FOR ALL OF US
Candidate details & sources
FEC candidate ID:
H6PA08277· 2023–2024 reporting cycleCandidate campaign receiving transfers
GUTHRIE, S. BRETT HON.RepublicanFEC reportedU.S. House · Kentucky · District 2
Receiving campaign: GUTHRIE FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8KY02031· 2023–2024 reporting cycleCandidate campaign receiving transfers
HOGAN, LARRYRepublicanFEC reportedU.S. Senate · Maryland · Statewide
Receiving campaign: HOGAN FOR MARYLAND INC.
Candidate details & sources
FEC candidate ID:
S4MD00483· 2023–2024 reporting cycleCandidate campaign receiving transfers
HUDSON, RICHARD L. JR.RepublicanFEC reportedU.S. House · North Carolina · District 9
Receiving campaign: HUDSON FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H2NC08185· 2023–2024 reporting cycleCandidate campaign receiving transfers
JOYCE, JOHNRepublicanFEC reportedU.S. House · Pennsylvania · District 13
Receiving campaign: DR JOHN JOYCE FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8PA13125· 2023–2024 reporting cycleCandidate campaign receiving transfers
KAINE, TIMOTHY MICHAELDemocraticFEC reportedU.S. Senate · Virginia · Statewide
Receiving campaign: KAINE FOR VIRGINIA
Candidate details & sources
FEC candidate ID:
S2VA00142· 2023–2024 reporting cycleCandidate campaign receiving transfers
KELLY, GEORGE J JRRepublicanFEC reportedU.S. House · Pennsylvania · District 16
Receiving campaign: MIKE KELLY FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H0PA03271· 2023–2024 reporting cycleCandidate campaign receiving transfers
KELLY, ROBINDemocraticFEC reportedU.S. House · Illinois · District 2
Receiving campaign: ROBIN KELLY FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H2IL02172· 2023–2024 reporting cycleCandidate campaign receiving transfers
KIGGANS, JENNIFERRepublicanFEC reportedU.S. House · Virginia · District 2
Receiving campaign: KIGGANS FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H2VA02064· 2023–2024 reporting cycleCandidate campaign receiving transfers
LETLOW, JULIARepublicanFEC reportedU.S. House · Louisiana · District 5
Receiving campaign: JULIA LETLOW FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H2LA05126· 2023–2024 reporting cycleCandidate campaign receiving transfers
MARSHALL, ROGER WRepublicanFEC reportedU.S. Senate · Kansas · Statewide
Receiving campaign: KANSANS FOR MARSHALL
Candidate details & sources
FEC candidate ID:
S0KS00315· 2023–2024 reporting cycleCandidate campaign receiving transfers
MCCOLLUM, BETTYDemocraticFEC reportedU.S. House · Minnesota · District 4
Receiving campaign: MCCOLLUM FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H0MN04049· 2023–2024 reporting cycleCandidate campaign receiving transfers
MCCORMICK, RICHARD DEAN DR.RepublicanFEC reportedU.S. House · Georgia · District 7
Receiving campaign: FRIENDS OF MCCORMICK
Candidate details & sources
FEC candidate ID:
H0GA07273· 2023–2024 reporting cycleCandidate campaign receiving transfers
MCMORRIS RODGERS, CATHYRepublicanFEC reportedU.S. House · Washington · District 5
Receiving campaign: CATHY MCMORRIS RODGERS FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H4WA05077· 2023–2024 reporting cycleCandidate campaign receiving transfers
MILLER-MEEKS, MARIANNETTE JANERepublicanFEC reportedU.S. House · Iowa · District 1
Receiving campaign: MILLER-MEEKS FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8IA02043· 2023–2024 reporting cycleCandidate campaign receiving transfers
MILLER, CAROL DEVINERepublicanFEC reportedU.S. House · West Virginia · District 1
Receiving campaign: CAROL FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8WV03097· 2023–2024 reporting cycleCandidate campaign receiving transfers
MOORE, BLAKERepublicanFEC reportedU.S. House · Utah · District 1
Receiving campaign: BLAKE MOORE FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H0UT01205· 2023–2024 reporting cycleCandidate campaign receiving transfers
MOORE, GWEN SDemocraticFEC reportedU.S. House · Wisconsin · District 4
Receiving campaign: MOORE FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H4WI04183· 2023–2024 reporting cycleCandidate campaign receiving transfers
MURPHY, GREGORY FRANCIS DR.RepublicanFEC reportedU.S. House · North Carolina · District 3
Receiving campaign: FRIENDS TO ELECT DR. GREG MURPHY TO CONGRESS
Candidate details & sources
FEC candidate ID:
H0NC03172· 2023–2024 reporting cycleCandidate campaign receiving transfers
PALLONE, FRANK JRDemocraticFEC reportedU.S. House · New Jersey · District 6
Receiving campaign: PALLONE FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8NJ03073· 2023–2024 reporting cycleCandidate campaign receiving transfers
ROSEN, JACKYDemocraticFEC reportedU.S. Senate · Nevada · Statewide
Receiving campaign: ROSEN FOR NEVADA
Candidate details & sources
FEC candidate ID:
S8NV00156· 2023–2024 reporting cycleCandidate campaign receiving transfers
ROSS, DEBORAHDemocraticFEC reportedU.S. House · North Carolina · District 2
Receiving campaign: DEBORAH ROSS FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H0NC02125· 2023–2024 reporting cycleCandidate campaign receiving transfers
RUIZ, RAUL DR.DemocraticFEC reportedU.S. House · California · District 25
Receiving campaign: DR. RAUL RUIZ FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H2CA36439· 2023–2024 reporting cycleCandidate campaign receiving transfers
RUPPERSBERGER, C. A. DUTCHDemocraticFEC reportedU.S. House · Maryland · District 2
Receiving campaign: DUTCH RUPPERSBERGER FOR CONGRESS COMMITTEE
Candidate details & sources
FEC candidate ID:
H2MD02160· 2023–2024 reporting cycleCandidate campaign receiving transfers
SCHRIER, KIM DR.DemocraticFEC reportedU.S. House · Washington · District 8
Receiving campaign: DR KIM SCHRIER FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8WA08189· 2023–2024 reporting cycleCandidate campaign receiving transfers
SEWELL, TERRI A.DemocraticFEC reportedU.S. House · Alabama · District 7
Receiving campaign: TERRI SEWELL FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H0AL07086· 2023–2024 reporting cycleCandidate campaign receiving transfers
SHAH, AMISH DR.DemocraticFEC reportedU.S. House · Arizona · District 1
Receiving campaign: AMISH FOR ARIZONA
Candidate details & sources
FEC candidate ID:
H4AZ01194· 2023–2024 reporting cycleCandidate campaign receiving transfers
SIMPSON, MICHAELRepublicanFEC reportedU.S. House · Idaho · District 2
Receiving campaign: SIMPSON FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8ID02064· 2023–2024 reporting cycleCandidate campaign receiving transfers
SOTO, DARRENDemocraticFEC reportedU.S. House · Florida · District 9
Receiving campaign: DARREN SOTO FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H6FL09179· 2023–2024 reporting cycleCandidate campaign receiving transfers
STEEL, MICHELLERepublicanFEC reportedU.S. House · California · District 45
Receiving campaign: MICHELLE STEEL FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H0CA48198· 2023–2024 reporting cycleCandidate campaign receiving transfers
TESTER, R. JONDemocraticFEC reportedU.S. Senate · Montana · Statewide
Receiving campaign: MONTANANS FOR TESTER
Candidate details & sources
FEC candidate ID:
S6MT00162· 2023–2024 reporting cycleCandidate campaign receiving transfers
THOMPSON, MIKE MR.DemocraticFEC reportedU.S. House · California · District 4
Receiving campaign: MIKE THOMPSON FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8CA01109· 2023–2024 reporting cycleCandidate campaign receiving transfers
TONKO, PAUL DAVIDDemocraticFEC reportedU.S. House · New York · District 20
Receiving campaign: PAUL TONKO FOR CONGRESS
Candidate details & sources
FEC candidate ID:
H8NY21203· 2023–2024 reporting cycleCandidate campaign receiving transfers
WHITEHOUSE, SHELDONDemocraticFEC reportedU.S. Senate · Rhode Island · Statewide
Receiving campaign: WHITEHOUSE FOR SENATE
Candidate details & sources
FEC candidate ID:
S6RI00221· 2023–2024 reporting cycleCandidate campaign receiving transfers
WICKER, ROGER SEN.RepublicanFEC reportedU.S. Senate · Mississippi · Statewide
Receiving campaign: WICKER FOR SENATE
Candidate details & sources
FEC candidate ID:
S8MS00196· 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.
Principal candidate campaign
RUIZ, RAUL DR.DemocraticFEC reportedU.S. House · California · District 25
Candidate details & sources
FEC candidate ID:
H2CA36439· 2023–2024 reporting cycle
Principal candidate campaign
DUNN, NEAL PATRICK MD, FACSRepublicanFEC reportedU.S. House · Florida · District 2
Candidate details & sources
FEC candidate ID:
H6FL02208· 2023–2024 reporting cycle
Principal candidate campaign
ESTES, RONRepublicanFEC reportedU.S. House · Kansas · District 4
Candidate details & sources
FEC candidate ID:
H8KS04112· 2023–2024 reporting cycle
Source & identity status
Trace every claim back to the public record
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.