IND

LOGAN, REBEKAH

44% Democratic / 56% Republican · 0% unclassifiedDerived from contributionsZIP cluster 600152025–2026Exact 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$250

Number of transactions1

Recipient committees1

Transaction date rangeMar 31, 2026through Mar 31, 2026

Compliance review · No open linked indicators

Automated review indicators, not findings of a violation. Exact reported records are linked; identity is not independently verified. Reported lobbyist-bundling disclosures are not counted as issues.

Latest cycle-wide scan: Sep 12, 2026 · Index refreshed: Sep 12, 2026. Coverage is limited to loaded records and implemented checks.

Scan coverage and freshness

Receipt eligibility: last successful scan Sep 12, 2026 · latest scheduled check skipped (Sep 12, 2026).
Integrity: last successful scan Sep 7, 2026 · indexed scan status completed.
Fundraising patterns: last successful scan Sep 7, 2026 · indexed scan status completed.

No open indicators are linked in the published index. This is not a compliance clearance.

Across the cycle, some findings could not be linked safely to entities; ambiguous identities are withheld.

Reported identity evidence

Raw context retained from FEC Schedule A rows

Reported names linked: LOGAN, REBEKAH
Reported ZIPs seen: 60015
Locations seen: DEERFIELD IL
Occupation and employer: VP US REGULATORY AFFAIRS LUNDBECK LLCIndustry: Healthcare & Pharmaceuticals · Lundbeck LLC ↗
What is linked: Exact filed name + first five ZIP digits within this cycle

Industry: Healthcare & Pharmaceuticalsvia Lundbeck 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: VP US REGULATORY AFFAIRS
Interpretation: Not yet classified

GovMoneyGraph occupation model v1 · Accepted interpretations only. These labels do not establish income, wealth, or a compliance finding.

Loading reported occupation interpretations…

How these records are matched

A conservative grouping of federal contribution rows with this exact filed name and five-digit ZIP. ZIP+4 extensions are retained as evidence but ignored for matching. This is a reported identity cluster, not yet a verified person-level entity.

Contributions by recipient party and committee type

Recipient party from FEC registration, linked candidates, or affirmative support activity

Recipient party affiliation

Contributions grouped by each recipient’s reported party or inferred alignment

Mixed-party destinationsDerived from contributions$250100% of displayed positive totals1 transactions · 1 recipient committees

Recipient committee type

Type of political committee receiving the contribution

PAC$2501 transactions · 1 recipient committees

Party totals describe recipients, not the contributor’s party registration or beliefs. FEC-reported and linked-candidate parties take precedence over inferred activity. Opposition to a candidate does not count as support for another party. Open a recipient to inspect its classification evidence and separate support and opposition disclosures.

Money network

Contributor-to-committee connections sized by absolute reported transaction total

Connected entity party

Connections per side

Showing 0 of 0 loaded matching connections on the left and 1 of 1 on the right, up to 10 per side by absolute amount. This is not the full transaction history. Party filters include mixed-party contributions or activity. Full connection amounts are shown, not just the selected party’s share. Party labels use reported party information or inferred contributions/activity—not an individual’s party registration.

Democratic Republican Mixed-party contributions Other / independent Not classifiedLine width = absolute amountShown totals: $0 in · $250 out

Contributions by recipient committee

1 recipient committees · largest reported totals first · expand an arrow for transactions

Reported totals sum current non-memo transactions, including reported refund entries, and can include both a conduit’s and a recipient’s report of the same contribution. These are not verified net contributions after refunds. Expand a recipient to inspect transaction types, reporting sides and source records.

Full contribution ledger · 10 rows per pageAll contributions

Reported total$2501 reported transactions

C00491118 · PACLUNDBECK LLC EMPLOYEE POLITICAL ACTION COMMITTEEMixed activity · 44% Democratic / 56% Republican · 0% unclassifiedInferred from activityFEC registration · 2026 cycleRegistered location: DEERFIELDILConnected organization: LUNDBECK LLC

Candidate campaign receiving transfers
ALLEN, RICHARD WRepublicanFEC reported
U.S. House · Georgia · District 12
Election 2026 · Incumbent · Current candidate
Receiving campaign: RICK W. ALLEN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2GA12121 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
AUCHINCLOSS, JAKEDemocraticFEC reported
U.S. House · Massachusetts · District 4
Election 2026 · Incumbent · Current candidate
Receiving campaign: JAKE AUCHINCLOSS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0MA04192 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
BARRAGAN, NANETTEDemocraticFEC reported
U.S. House · California · District 44
Election 2026 · Incumbent · Current candidate
Receiving campaign: BARRAGAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6CA44103 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
BERA, AMERISHDemocraticFEC reported
U.S. House · California · District 3
Election 2026 · Incumbent · Current candidate
Receiving campaign: BERA FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0CA03078 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
BIGGS, SHERIRepublicanFEC reported
U.S. House · South Carolina · District 3
Election 2026 · Incumbent · Current candidate
Receiving campaign: SHERI BIGGS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4SC01313 · 2025–2026 reporting cycle

Show 55 more candidate connections (60 total)

Candidate campaign receiving transfers
BILIRAKIS, GUS MRepublicanFEC reported
U.S. House · Florida · District 12
Election 2026 · Incumbent · Current candidate
Receiving campaign: BILIRAKIS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6FL09070 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
BOST, MICHAELRepublicanFEC reported
U.S. House · Illinois · District 12
Election 2026 · Incumbent · Current candidate
Receiving campaign: MIKE BOST FOR CONGRESS COMMITTEE
Candidate details & sources
FEC candidate ID: H4IL12060 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
CAPITO, SHELLEY MOORERepublicanFEC reported
U.S. Senate · West Virginia · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: CAPITO FOR WEST VIRGINIA
Candidate details & sources
FEC candidate ID: S4WV00159 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
CARTER, EARL LEROYRepublicanFEC reported
U.S. Senate · Georgia · Statewide
Election 2026 · Challenger · Current candidate
Receiving campaign: BUDDY CARTER FOR SENATE
Candidate details & sources
FEC candidate ID: S6GA00374 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
CARTER, TROY A. SR.DemocraticFEC reported
U.S. House · Louisiana · District 2
Election 2026 · Incumbent · Current candidate
Receiving campaign: TROY CARTER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2LA02149 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
CASSIDY, WILLIAM M.RepublicanFEC reported
U.S. Senate · Louisiana · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: BILL CASSIDY FOR US SENATE
Candidate details & sources
FEC candidate ID: S4LA00107 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
COLE, TOMRepublicanFEC reported
U.S. House · Oklahoma · District 4
Election 2026 · Incumbent · Current candidate
Receiving campaign: COLE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2OK04055 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
COLLINS, SUSAN M.RepublicanFEC reported
U.S. Senate · Maine · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: COLLINS FOR SENATOR
Candidate details & sources
FEC candidate ID: S6ME00159 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
COONS, CHRISTOPHER A.DemocraticFEC reported
U.S. Senate · Delaware · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: CHRIS COONS FOR DELAWARE
Candidate details & sources
FEC candidate ID: S0DE00092 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
DAVIS, DONDemocraticFEC reported
U.S. House · North Carolina · District 1
Election 2026 · Incumbent · Current candidate
Receiving campaign: DON DAVIS FOR NC
Candidate details & sources
FEC candidate ID: H2NC02287 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
DEAN, MADELEINEDemocraticFEC reported
U.S. House · Pennsylvania · District 4
Election 2026 · Incumbent · Current candidate
Receiving campaign: MAD 4 PA PAC
Candidate details & sources
FEC candidate ID: H8PA04116 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
DEGETTE, DIANA LDemocraticFEC reported
U.S. House · Colorado · District 1
Election 2026 · Incumbent · Current candidate
Receiving campaign: DIANA DEGETTE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6CO01141 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
DELBENE, SUZAN KDemocraticFEC reported
U.S. House · Washington · District 1
Election 2026 · Incumbent · Current candidate
Receiving campaign: DELBENE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0WA08046 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
DUNN, NEAL PATRICK MD, FACSRepublicanFEC reported
U.S. House · Florida · District 2
Election 2026 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF NEAL DUNN
Candidate details & sources
FEC candidate ID: H6FL02208 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
FEENSTRA, RANDALLRepublicanFEC reported
U.S. House · Iowa · District 4
Election 2026 · Incumbent · Current candidate
Receiving campaign: FEENSTRA FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0IA04145 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
FOSTER, G. WILLIAM (BILL)DemocraticFEC reported
U.S. House · Illinois · District 11
Election 2026 · Incumbent · Current candidate
Receiving campaign: BILL FOSTER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8IL14067 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
GRAY, ADAM C.DemocraticFEC reported
U.S. House · California · District 13
Election 2026 · Incumbent · Current candidate
Receiving campaign: ADAM GRAY FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA13115 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
GRIFFITH, H MORGANRepublicanFEC reported
U.S. House · Virginia · District 9
Election 2026 · Incumbent · Current candidate
Receiving campaign: MORGAN GRIFFITH FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0VA09055 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
GUTHRIE, S. BRETT BRETT HON.RepublicanFEC reported
U.S. House · Kentucky · District 2
Election 2026 · Incumbent · Current candidate
Receiving campaign: GUTHRIE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8KY02031 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
HASSAN, MARGARET WOODDemocraticFEC reported
U.S. Senate · New Hampshire · Statewide
Election 2028 · Incumbent · Current candidate
Receiving campaign: MAGGIE FOR NH
Candidate details & sources
FEC candidate ID: S6NH00091 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
HIRONO, MAZIE K.DemocraticFEC reported
U.S. Senate · Hawaii · Statewide
Election 2030 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF MAZIE HIRONO
Candidate details & sources
FEC candidate ID: S2HI00106 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
HUDSON, RICHARD L. JR.RepublicanFEC reported
U.S. House · North Carolina · District 9
Election 2026 · Incumbent · Current candidate
Receiving campaign: HUDSON FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2NC08185 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
JOYCE, JOHNRepublicanFEC reported
U.S. House · Pennsylvania · District 13
Election 2026 · Incumbent · Current candidate
Receiving campaign: DR JOHN JOYCE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8PA13125 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
KAINE, TIMOTHY MICHAELDemocraticFEC reported
U.S. Senate · Virginia · Statewide
Election 2030 · Incumbent · Current candidate
Receiving campaign: KAINE FOR VIRGINIA
Candidate details & sources
FEC candidate ID: S2VA00142 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
KELLY, ROBINDemocraticFEC reported
U.S. House · Illinois · District 2
Election 2026 · Incumbent · Current candidate
Receiving campaign: ROBIN KELLY FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2IL02172 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
KIGGANS, JENNIFERRepublicanFEC reported
U.S. House · Virginia · District 2
Election 2026 · Incumbent · Current candidate
Receiving campaign: KIGGANS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2VA02064 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
LAHOOD, DARIN MCKAYRepublicanFEC reported
U.S. House · Illinois · District 16
Election 2026 · Incumbent · Current candidate
Receiving campaign: LAHOOD FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6IL18088 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
LANKFORD, JAMES PAULRepublicanFEC reported
U.S. Senate · Oklahoma · Statewide
Election 2028 · Incumbent · Current candidate
Receiving campaign: FAMILIES FOR JAMES LANKFORD
Candidate details & sources
FEC candidate ID: S4OK00232 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
LETLOW, JULIARepublicanFEC reported
U.S. House · Louisiana · District 5
Election 2026 · Incumbent · Current candidate
Receiving campaign: JULIA LETLOW FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2LA05126 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
LUTTRELL, MORGAN JOERepublicanFEC reported
U.S. House · Texas · District 8
Election 2026 · Incumbent · Current candidate
Receiving campaign: TEXANS FOR MORGAN LUTTRELL
Candidate details & sources
FEC candidate ID: H2TX08182 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MALLIOTAKIS, NICOLERepublicanFEC reported
U.S. House · New York · District 11
Election 2026 · Incumbent · Current candidate
Receiving campaign: NICOLE FOR NEW YORK
Candidate details & sources
FEC candidate ID: H0NY11078 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MARSHALL, ROGER WRepublicanFEC reported
U.S. Senate · Kansas · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: KANSANS FOR MARSHALL
Candidate details & sources
FEC candidate ID: S0KS00315 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MATSUI, DORISDemocraticFEC reported
U.S. House · California · District 7
Election 2026 · Incumbent · Current candidate
Receiving campaign: MATSUI FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6CA05195 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MILLER-MEEKS, MARIANNETTE JANERepublicanFEC reported
U.S. House · Iowa · District 1
Election 2026 · Incumbent · Current candidate
Receiving campaign: MILLER-MEEKS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8IA02043 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MOOLENAAR, JOHN MR.RepublicanFEC reported
U.S. House · Michigan · District 2
Election 2026 · Incumbent · Current candidate
Receiving campaign: MOOLENAAR FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4MI04126 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MULLIN, KEVINDemocraticFEC reported
U.S. House · California · District 15
Election 2026 · Incumbent · Current candidate
Receiving campaign: KEVIN MULLIN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA14162 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MULLIN, MARKWAYNERepublicanFEC reported
U.S. Senate · Oklahoma · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: MULLIN FOR AMERICA
Candidate details & sources
FEC candidate ID: S2OK00186 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MURKOWSKI, LISARepublicanFEC reported
U.S. Senate · Alaska · Statewide
Election 2028 · Incumbent · Current candidate
Receiving campaign: LISA MURKOWSKI FOR US SENATE
Candidate details & sources
FEC candidate ID: S4AK00099 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MURPHY, GREGORY FRANCIS DR.RepublicanFEC reported
U.S. House · North Carolina · District 3
Election 2026 · Incumbent · Current candidate
Receiving campaign: FRIENDS TO ELECT DR. GREG MURPHY TO CONGRESS
Candidate details & sources
FEC candidate ID: H0NC03172 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MURRAY, PATTYDemocraticFEC reported
U.S. Senate · Washington · Statewide
Election 2028 · Incumbent · Current candidate
Receiving campaign: PEOPLE FOR PATTY MURRAY
Candidate details & sources
FEC candidate ID: S2WA00189 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
PALMER, GARYRepublicanFEC reported
U.S. House · Alabama · District 6
Election 2026 · Incumbent · Current candidate
Receiving campaign: GARY PALMER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4AL06098 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
PETERS, SCOTTDemocraticFEC reported
U.S. House · California · District 50
Election 2026 · Incumbent · Current candidate
Receiving campaign: SCOTT PETERS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA52089 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
PFLUGER, AUGUST LEE IIRepublicanFEC reported
U.S. House · Texas · District 11
Election 2026 · Incumbent · Current candidate
Receiving campaign: AUGUST PFLUGER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0TX11230 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
ROGERS, MICHAEL JRepublicanFEC reported
U.S. Senate · Michigan · Statewide
Election 2026 · Open seat · Current candidate
Receiving campaign: ROGERS FOR SENATE
Candidate details & sources
FEC candidate ID: S4MI00595 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
ROSS, DEBORAHDemocraticFEC reported
U.S. House · North Carolina · District 2
Election 2026 · Incumbent · Current candidate
Receiving campaign: DEBORAH ROSS FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0NC02125 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
RUIZ, RAUL DR.DemocraticFEC reported
U.S. House · California · District 25
Election 2026 · Incumbent · Current candidate
Receiving campaign: DR. RAUL RUIZ FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA36439 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
SANCHEZ, LINDADemocraticFEC reported
U.S. House · California · District 41
Election 2026 · Incumbent · Current candidate
Receiving campaign: STAND WITH SANCHEZ
Candidate details & sources
FEC candidate ID: H2CA39078 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
SCHNEIDER, BRADLEY S.DemocraticFEC reported
U.S. House · Illinois · District 10
Election 2026 · Incumbent · Current candidate
Receiving campaign: SCHNEIDER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2IL10068 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
SCHRIER, KIM DR.DemocraticFEC reported
U.S. House · Washington · District 8
Election 2026 · Incumbent · Current candidate
Receiving campaign: DR KIM SCHRIER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8WA08189 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
THOMPSON, MIKE MR.DemocraticFEC reported
U.S. House · California · District 4
Election 2026 · Incumbent · Current candidate
Receiving campaign: MIKE THOMPSON FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8CA01109 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
TILLIS, THOM R SENRepublicanFEC reported
U.S. Senate · North Carolina · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: THOM TILLIS COMMITTEE
Candidate details & sources
FEC candidate ID: S4NC00162 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
VALADAO, DAVIDRepublicanFEC reported
U.S. House · California · District 22
Election 2026 · Incumbent · Current candidate
Receiving campaign: VALADAO FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA20094 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
WALBERG, TIMOTHY L REPRepublicanFEC reported
U.S. House · Michigan · District 5
Election 2026 · Incumbent · Current candidate
Receiving campaign: WALBERG FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4MI07103 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
WARNER, MARK ROBERTDemocraticFEC reported
U.S. Senate · Virginia · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF MARK WARNER
Candidate details & sources
FEC candidate ID: S6VA00093 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
YAKYM, RUDY C. IIIRepublicanFEC reported
U.S. House · Indiana · District 2
Election 2026 · Incumbent · Current candidate
Receiving campaign: RUDY FOR INDIANA
Candidate details & sources
FEC candidate ID: H2IN02295 · 2025–2026 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$2501 reported transactions

Source & identity status

Trace every claim back to the public record

Source agencyFederal Election Commission

Grouping keyExact name + ZIP

Cycle2025–2026

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.