IND

MALDONADO, EVE

74% Democratic · 25% unclassifiedDerived from contributionsZIP cluster 200062023–20242 linked variants · corroborated heuristic

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$21.3K

Number of transactions17

Recipient committees11

Transaction date rangeJan 5, 2024through Oct 11, 2024

Reported identity evidence

Raw context retained from FEC Schedule A rows

Reported names linked: MALDONADO, EVE
Reported ZIPs seen: 20006 · 20007
Locations seen: WASHINGTON DC
Occupation and employer: CONSULTANT HOLLAND & KNIGHTIndustry: Legal & Professional Services · Holland & Knight LLP ↗PRINCIPAL EVOLVE STRATEGIES, LLCSENIOR POLICY ADVISOR HOLLAND & KNIGHTIndustry: Legal & Professional Services · Holland & Knight LLP ↗SENIOR POLICY ADVISOR HOLLAND & KNIGHT LLPIndustry: Legal & Professional Services · Holland & Knight LLP ↗
What is linked: Compatible names blocked on ZIP5 or corroborated across addresses by employer, occupation, and state

Industry: Legal & Professional Servicesvia Holland & Knight LLP

Industry not yet classified for EVOLVE STRATEGIES, LLC.

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: CONSULTANT
Employment status: Employed
Occupation family: Consulting
Seniority / title: Unknown
Interpreted label: Consulting

Reported occupation: PRINCIPAL
Employment status: Blank / unknown
Occupation family: Unknown
Seniority / title: Partner / principal
Interpreted label: Blank / unknown · Partner / principal

Reported occupation: SENIOR POLICY ADVISOR
Employment status: Employed
Occupation family: Unknown
Seniority / title: Unknown
Interpreted label: Unknown

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 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

Democratic destinationsDerived from contributions$16,25076.5% of displayed positive totals16 transactions · 10 recipient committees

Party not yet classifiedUnclassified$5,00023.5% of displayed positive totals1 transactions · 1 recipient committees

Recipient committee type

Type of political committee receiving the contribution

Candidate campaign$4,2509 transactions · 6 recipient committees

Joint fundraising committee$3,0002 transactions · 1 recipient committees

Leadership PAC$8,0004 transactions · 2 recipient committees

Party committee$1,0001 transactions · 1 recipient committees

Super PAC$5,0001 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 10 of 11 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 · $21K out

Contributions by recipient committee

11 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$21,25017 reported transactions

C00771238 · Leadership PACDEFEND THE DREAM96% Democratic-aligned activity · 0% unclassifiedInferred from activityFEC registration · 2024 cycleRegistered location: LOS ANGELESCAConnected organization: PADILLA

Candidate campaign receiving transfers
ALLRED, COLINDemocraticFEC reported
U.S. Senate · Texas · Statewide
Election 2024 · Challenger · Current candidate
Receiving campaign: COLIN ALLRED FOR SENATE
Candidate details & sources
FEC candidate ID: S4TX00722 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
ALSOBROOKS, ANGELADemocraticFEC reported
U.S. Senate · Maryland · Statewide
Election 2024 · Open seat · Current candidate
Receiving campaign: ALSOBROOKS FOR SENATE
Candidate details & sources
FEC candidate ID: S4MD00327 · 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
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
BROWN, SHERRODDemocraticFEC reported
U.S. Senate · Ohio · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF SHERROD BROWN
Candidate details & sources
FEC candidate ID: S6OH00163 · 2023–2024 reporting cycle

Show 36 more candidate connections (41 total)

Candidate campaign receiving transfers
CANTWELL, MARIADemocraticFEC reported
U.S. Senate · Washington · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF MARIA
Candidate details & sources
FEC candidate ID: S8WA00194 · 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
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
CASEY, ROBERT P. JR.DemocraticFEC reported
U.S. Senate · Pennsylvania · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: BOB CASEY FOR SENATE INC
Candidate details & sources
FEC candidate ID: S6PA00217 · 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
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
GALLEGO, RUBENDemocraticFEC reported
U.S. Senate · Arizona · Statewide
Election 2024 · Open seat · Current candidate
Receiving campaign: GALLEGO FOR ARIZONA
Candidate details & sources
FEC candidate ID: S4AZ00139 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
GILLIBRAND, KIRSTENDemocraticFEC reported
U.S. Senate · New York · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: GILLIBRAND FOR SENATE
Candidate details & sources
FEC candidate ID: S0NY00410 · 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
GRAY, ADAM C.DemocraticFEC reported
U.S. House · California · District 13
Election 2024 · Challenger · Current candidate
Receiving campaign: ADAM GRAY FOR CONGRESS RECOUNT FUND
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
HEINRICH, MARTINDemocraticFEC reported
U.S. Senate · New Mexico · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: MARTIN HEINRICH FOR SENATE
Candidate details & sources
FEC candidate ID: S2NM00088 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
HIRONO, MAZIE K.DemocraticFEC reported
U.S. Senate · Hawaii · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF MAZIE HIRONO
Candidate details & sources
FEC candidate ID: S2HI00106 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
KAINE, TIMOTHY MICHAELDemocraticFEC reported
U.S. Senate · Virginia · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: KAINE FOR VIRGINIA
Candidate details & sources
FEC candidate ID: S2VA00142 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
KIM, ANDYDemocraticFEC reported
U.S. Senate · New Jersey · Statewide
Election 2024 · Open seat · Current candidate
Receiving campaign: ANDY KIM FOR NEW JERSEY
Candidate details & sources
FEC candidate ID: S4NJ00466 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
KING, ANGUS S. JR.IndependentFEC reported
U.S. Senate · Maine · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: ANGUS KING FOR U.S. SENATE CAMPAIGN
Candidate details & sources
FEC candidate ID: S2ME00109 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
KLOBUCHAR, AMYDemocraticFEC reported
U.S. Senate · Minnesota · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: KLOBUCHAR FOR MINNESOTA
Candidate details & sources
FEC candidate ID: S6MN00267 · 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
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
MENENDEZ, ROBERT J.DemocraticFEC reported
U.S. House · New Jersey · District 8
Election 2024 · Incumbent · Current candidate
Receiving campaign: MENENDEZ FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2NJ08232 · 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
MUCARSEL-POWELL, DEBBIEDemocraticFEC reported
U.S. Senate · Florida · Statewide
Election 2024 · Challenger · Current candidate
Receiving campaign: DEBBIE FOR FLORIDA
Candidate details & sources
FEC candidate ID: S4FL00611 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
OSBORN, DANIndependentFEC reported
U.S. Senate · Nebraska · Statewide
Election 2024 · Challenger · Current candidate
Receiving campaign: OSBORN FOR SENATE
Candidate details & sources
FEC candidate ID: S4NE00207 · 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
POU, NELIDADemocraticFEC reported
U.S. House · New Jersey · District 9
Election 2024 · Challenger · Current candidate
Receiving campaign: NELLIE POU FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4NJ09194 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
RIVAS, LUZDemocraticFEC reported
U.S. House · California · District 29
Election 2024 · Open seat · Current candidate
Receiving campaign: LUZ RIVAS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4CA29141 · 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
ROSEN, JACKYDemocraticFEC reported
U.S. Senate · Nevada · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: ROSEN FOR NEVADA
Candidate details & sources
FEC candidate ID: S8NV00156 · 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
SCHIFF, ADAMDemocraticFEC reported
U.S. Senate · California · Statewide
Election 2024 · Open seat · Current candidate
Receiving campaign: SCHIFF FOR SENATE
Candidate details & sources
FEC candidate ID: S4CA00555 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SLOTKIN, ELISSADemocraticFEC reported
U.S. Senate · Michigan · Statewide
Election 2024 · Open seat · Current candidate
Receiving campaign: ELISSA SLOTKIN FOR MICHIGAN
Candidate details & sources
FEC candidate ID: S4MI00470 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
TESTER, R. JONDemocraticFEC reported
U.S. Senate · Montana · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: MONTANANS FOR TESTER
Candidate details & sources
FEC candidate ID: S6MT00162 · 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
WHITEHOUSE, SHELDONDemocraticFEC reported
U.S. Senate · Rhode Island · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: WHITEHOUSE FOR SENATE
Candidate details & sources
FEC candidate ID: S6RI00221 · 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

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$5,0002 reported transactions

C00836338 · Super PACCAMPAIGN FOR DEMOCRACY GROUPParty not classifiedUnclassifiedFEC registration · 2024 cycleRegistered location: SACRAMENTOCAConnected organization: CAMPAIGN FOR DEMOCRACY COMMITTEE

No candidate connection found in the registration links or sender-reported committee transfers checked for this cycle. Conduit routing and independent spending are not included in this check.

Reported total$5,0001 reported transactions

C00744946 · Joint fundraising committeeHARRIS VICTORY FUND100% Democratic-aligned activityInferred from activityFEC registration · 2024 cycleRegistered location: WASHINGTONDC

Candidate campaign receiving transfers
BIDEN, JOSEPH R JRDemocraticFEC reported
President · Nationwide
Election 2024 · Incumbent · Current candidate
Receiving campaign: HARRIS FOR PRESIDENT
Candidate details & sources
FEC candidate ID: P80000722 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
HARRIS, KAMALADemocraticFEC reported
President · Nationwide
Election 2024 · Challenger · Current candidate
Receiving campaign: HARRIS FOR PRESIDENT
Candidate details & sources
FEC candidate ID: P00009423 · 2023–2024 reporting cycle

Reported total$3,0002 reported transactions

C00855437 · Leadership PACMAKE EVERY DAY COUNT89% Democratic-aligned activity · 11% unclassifiedInferred from activityFEC registration · 2024 cycleRegistered location: LOS ANGELESCAConnected organization: BUTLER, LAPHONZA

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
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
BROWN, SHERRODDemocraticFEC reported
U.S. Senate · Ohio · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF SHERROD BROWN
Candidate details & sources
FEC candidate ID: S6OH00163 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
CASEY, ROBERT P. JR.DemocraticFEC reported
U.S. Senate · Pennsylvania · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: BOB CASEY FOR SENATE INC
Candidate details & sources
FEC candidate ID: S6PA00217 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
ROSEN, JACKYDemocraticFEC reported
U.S. Senate · Nevada · Statewide
Election 2024 · Incumbent · Current candidate
Receiving campaign: ROSEN FOR NEVADA
Candidate details & sources
FEC candidate ID: S8NV00156 · 2023–2024 reporting cycle

Reported total$3,0002 reported transactions

C00010603 · Party committeeDNC SERVICES CORP / DEMOCRATIC NATIONAL COMMITTEEDemocraticFEC reportedFEC registration · 2024 cycleRegistered location: WASHINGTONDCConnected organization: DEMOCRATIC GRASSROOTS VICTORY FUND

No candidate connection found in the registration links or sender-reported committee transfers checked for this cycle. Conduit routing and independent spending are not included in this check.

Reported total$1,0001 reported transactions

C00650408 · Candidate campaignJESSICA MORSE FOR CONGRESSDemocraticFEC reportedFEC registration · 2024 cycleRegistered location: SACRAMENTOCAConnected organization: JESSICA MORSE VICTORY FUND

Principal candidate campaign
MORSE, JESSICADemocraticFEC reported
U.S. House · California · District 3
Election 2024 · Challenger · Current candidate
Candidate details & sources
FEC candidate ID: H8CA04210 · 2023–2024 reporting cycle

Reported total$1,0002 reported transactions

C00797795 · Candidate campaignROBERT GARCIA FOR CONGRESSDemocraticFEC reportedFEC registration · 2024 cycleRegistered location: LONG BEACHCAConnected organization: BLUE TO THE FUTURE

Principal candidate campaign
GARCIA, ROBERTDemocraticFEC reported
U.S. House · California · District 42
Election 2024 · Incumbent · Current candidate
Candidate details & sources
FEC candidate ID: H2CA47188 · 2023–2024 reporting cycle

Reported total$1,0001 reported transactions

C00858969 · Candidate campaignEVAN LOW FOR CONGRESSDemocraticFEC reportedFEC registration · 2024 cycleRegistered location: SACRAMENTOCAConnected organization: EQUALITY PROJECT 2024

Principal candidate campaign
LOW, EVANDemocraticFEC reported
U.S. House · California · District 16
Election 2024 · Open seat · Current candidate
Candidate details & sources
FEC candidate ID: H4CA16239 · 2023–2024 reporting cycle

Reported total$1,0002 reported transactions

C00577353 · Candidate campaignBARRAGAN FOR CONGRESSDemocraticFEC reportedFEC registration · 2024 cycleRegistered location: SAN PEDROCA

Principal candidate campaign
BARRAGAN, NANETTEDemocraticFEC reported
U.S. House · California · District 44
Election 2024 · Incumbent · Current candidate
Candidate details & sources
FEC candidate ID: H6CA44103 · 2023–2024 reporting cycle

Reported total$5001 reported transactions

C00792507 · Candidate campaignWILL ROLLINS FOR CONGRESSDemocraticFEC reportedFEC registration · 2024 cycleRegistered location: CORONACAConnected organization: ROLLINS VICTORY FUND

Principal candidate campaign
ROLLINS, WILLDemocraticFEC reported
U.S. House · California · District 41
Election 2024 · Challenger · Current candidate
Candidate details & sources
FEC candidate ID: H2CA42205 · 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 keyCorroborated name/address variants

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.