IND

KAPUSTKA, JEFF

100% DemocraticDerived from contributionsZIP cluster 973612023–2024Exact 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 transactions99

Recipient committees6

Transaction date rangeJun 15, 2023through Dec 31, 2024

Reported identity evidence

Raw context retained from FEC Schedule A rows

Reported names linked: KAPUSTKA, JEFF
Reported ZIPs seen: 97361
Locations seen: MONMOUTH OR
Occupation and employer: IT PROGRAMMER ANALYST CITY OF SALEM OREGONPROGRAMMER ANALYST CITY OF SALEMPROGRAMMER ANALYST CITY OF SALEM OREGON
What is linked: Exact filed name + first five ZIP digits within this cycle

Industry: Not yet classified

Industry not yet classified for CITY OF SALEM OREGON · CITY OF SALEM.

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: IT PROGRAMMER ANALYST
Interpretation: Not yet classified

Reported occupation: PROGRAMMER ANALYST
Employment status: Employed
Occupation family: Software / technology
Seniority / title: Unknown
Interpreted label: Software / technology

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$2,125100% of displayed positive totals99 transactions · 6 recipient committees

Recipient committee type

Type of political committee receiving the contribution

Candidate campaign$67030 transactions · 1 recipient committees

Hybrid PAC$68034 transactions · 1 recipient committees

PAC$57525 transactions · 3 recipient committees

Party committee$20010 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 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.

Democratic Republican Mixed-party contributions Other / independent Not classifiedLine width = absolute amountShown totals: $0 in · $2.1K out

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.

Full contribution ledger · 10 rows per pageAll contributions

Reported total$2,12599 reported transactions

C00341396 · Hybrid PACMOVEON.ORG POLITICAL ACTION100% Democratic-aligned activityInferred from activityFEC registration · 2024 cycleRegistered location: WASHINGTONDCConnected organization: NONE

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
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
BOWMAN, JAMAALDemocraticFEC reported
U.S. House · New York · District 16
Election 2024 · Incumbent · Current candidate
Receiving campaign: BOWMAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0NY16143 · 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 28 more candidate connections (33 total)

Candidate campaign receiving transfers
BUSH, CORIDemocraticFEC reported
U.S. House · Missouri · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: CORI BUSH FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8MO01143 · 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
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
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
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
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
FROST, MAXWELL ALEJANDRODemocraticFEC reported
U.S. House · Florida · District 10
Election 2024 · Incumbent · Current candidate
Receiving campaign: MAXWELL ALEJANDRO FROST FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2FL10259 · 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
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
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
JAYAPAL, PRAMILADemocraticFEC reported
U.S. House · Washington · District 7
Election 2024 · Incumbent · Current candidate
Receiving campaign: PRAMILA FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6WA07458 · 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
LEE, SUMMERDemocraticFEC reported
U.S. House · Pennsylvania · District 12
Election 2024 · Incumbent · Current candidate
Receiving campaign: SUMMER LEE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2PA18200 · 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
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
OMAR, ILHANDemocraticFEC reported
U.S. House · Minnesota · District 5
Election 2024 · Incumbent · Current candidate
Receiving campaign: ILHAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8MN05239 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
POCAN, MARKDemocraticFEC reported
U.S. House · Wisconsin · District 2
Election 2024 · Incumbent · Current candidate
Receiving campaign: MARK POCAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2WI02124 · 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
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
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
SHANKLAND, KATRINADemocraticFEC reported
U.S. House · Wisconsin · District 3
Election 2024 · Challenger · Current candidate
Receiving campaign: KATRINA SHANKLAND FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4WI03201 · 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
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
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
VASQUEZ, GABRIELDemocraticFEC reported
U.S. House · New Mexico · District 2
Election 2024 · Incumbent · Current candidate
Receiving campaign: GABE VASQUEZ FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2NM02191 · 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$68034 reported transactions

C00639591 · Candidate campaignALEXANDRIA OCASIO-CORTEZ FOR CONGRESSDemocraticFEC reportedFEC registration · 2024 cycleRegistered location: CORONANYConnected organization: THE SQUAD VICTORY FUND

Principal candidate campaign
OCASIO-CORTEZ, ALEXANDRIADemocraticFEC reported
U.S. House · New York · District 14
Election 2024 · Incumbent · Current candidate
Candidate details & sources
FEC candidate ID: H8NY15148 · 2023–2024 reporting cycle

Reported total$67030 reported transactions

C00633404 · PACSTOP REPUBLICANS100% Democratic-aligned activityInferred from activityFEC registration · 2024 cycleRegistered location: EVANSTONILConnected organization: STOP THESE OPPRESSIVE PEOPLE: TYRANTS RACISTS UNQUALIFIEDS MISOGYNISTS PROPAGANDISTS (STOP TRUMP)

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$45519 reported transactions

C00042366 · Party committeeDSCCDemocraticFEC reportedFEC registration · 2024 cycleRegistered location: WASHINGTONDCConnected organization: COLORADO SENATE VICTORY 2016

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$20010 reported transactions

C00513176 · PACCONGRESSIONAL PROGRESSIVE CAUCUS PAC100% Democratic-aligned activityInferred from activityFEC registration · 2024 cycleRegistered location: WASHINGTONDCConnected organization: NONE

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
BOWMAN, JAMAALDemocraticFEC reported
U.S. House · New York · District 16
Election 2024 · Incumbent · Current candidate
Receiving campaign: BOWMAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0NY16143 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
BUSH, CORIDemocraticFEC reported
U.S. House · Missouri · District 1
Election 2024 · Incumbent · Current candidate
Receiving campaign: CORI BUSH FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8MO01143 · 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
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

Show 18 more candidate connections (23 total)

Candidate campaign receiving transfers
FRIEDMAN, LAURADemocraticFEC reported
U.S. House · California · District 30
Election 2024 · Open seat · Current candidate
Receiving campaign: LAURA FRIEDMAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4CA30149 · 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
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
KERR, JOSEPHDemocraticFEC reported
U.S. House · California · District 40
Election 2024 · Challenger · Current candidate
Receiving campaign: JOE KERR FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4CA40098 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
LEE, SHEILA JACKSONDemocraticFEC reported
U.S. House · Texas · District 18
Election 2024 · Incumbent · Current candidate
Receiving campaign: SHEILA JACKSON LEE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4TX18054 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
LEE, SUMMERDemocraticFEC reported
U.S. House · Pennsylvania · District 12
Election 2024 · Incumbent · Current candidate
Receiving campaign: SUMMER LEE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2PA18200 · 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
LOW, EVANDemocraticFEC reported
U.S. House · California · District 16
Election 2024 · Open seat · Current candidate
Receiving campaign: EVAN LOW FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4CA16239 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
MCBRIDE, SARAH ELIZABETHDemocraticFEC reported
U.S. House · Delaware · At-large
Election 2024 · Open seat · Current candidate
Receiving campaign: MCBRIDE FOR DELAWARE INC.
Candidate details & sources
FEC candidate ID: H4DE00045 · 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
OMAR, ILHANDemocraticFEC reported
U.S. House · Minnesota · District 5
Election 2024 · Incumbent · Current candidate
Receiving campaign: ILHAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8MN05239 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
REGUNBERG, AARONDemocraticFEC reported
U.S. House · Rhode Island · District 1
Election 2023 · Open seat · Current candidate
Receiving campaign: AARON REGUNBERG FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4RI01216 · 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
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
SIMON, LATEEFAHDemocraticFEC reported
U.S. House · California · District 12
Election 2024 · Open seat · Current candidate
Receiving campaign: LATEEFAH FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4CA12154 · 2023–2024 reporting cycle
Candidate campaign receiving transfers
SOTO, DARRENDemocraticFEC reported
U.S. House · Florida · District 9
Election 2024 · Incumbent · Current candidate
Receiving campaign: DARREN SOTO FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6FL09179 · 2023–2024 reporting cycle

Reported total$603 reported transactions

C00651042 · PACMOMS FED UPDemocraticFEC reportedFEC registration · 2024 cycleRegistered location: TUCSONAZ

Associated candidate
KIRKPATRICK, ANNDemocraticFEC reported
U.S. House · Arizona · District 2
Election 2022 · Incumbent · Prior-cycle candidate
Candidate details & sources
FEC candidate ID: H8AZ01104 · 2023–2024 reporting cycle

A registered candidate association does not make this an authorized campaign committee or establish that these contributions went directly to that candidate.

Reported total$603 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.