IND

CAPUTO, LISA

49% Democratic / 50% Republican · 1% unclassifiedDerived from contributionsZIP cluster 554232025–2026Exact 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$2.5K

Number of transactions1

Recipient committees1

Transaction date rangeSep 19, 2025through Sep 19, 2025

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: CAPUTO, LISA
Reported ZIPs seen: 55423
Locations seen: RICHFIELD MN
Occupation and employer: MEMBER, BOARD OF DIRECTORS BEST BUY CO., INC.Industry: Retail, Food & Consumer Goods · Best Buy Co., Inc. ↗
What is linked: Exact filed name + first five ZIP digits within this cycle

Industry: Retail, Food & Consumer Goodsvia Best Buy Co., Inc.

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: MEMBER, BOARD OF DIRECTORS
Employment status: Blank / unknown
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 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$2,500100% of displayed positive totals1 transactions · 1 recipient committees

Recipient committee type

Type of political committee receiving the contribution

PAC$2,5001 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 · $2.5K 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$2,5001 reported transactions

C00405076 · PACBEST BUY CO., INC. EMPLOYEE POLITICAL FORUMMixed activity · 49% Democratic / 50% Republican · 1% unclassifiedInferred from activityFEC registration · 2026 cycleRegistered location: RICHFIELDMNConnected organization: BEST BUY CO., INC.

Candidate campaign receiving transfers
AGUILAR, PETEDemocraticFEC reported
U.S. House · California · District 33
Election 2026 · Incumbent · Current candidate
Receiving campaign: PETE AGUILAR FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2CA31125 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
ALSOBROOKS, ANGELADemocraticFEC reported
U.S. Senate · Maryland · Statewide
Election 2030 · Incumbent · Current candidate
Receiving campaign: ALSOBROOKS FOR SENATE
Candidate details & sources
FEC candidate ID: S4MD00327 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
AMO, GABRIEL FDemocraticFEC reported
U.S. House · Rhode Island · District 1
Election 2026 · Incumbent · Current candidate
Receiving campaign: GABE AMO FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4RI01265 · 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

Show 55 more candidate connections (60 total)

Candidate campaign receiving transfers
BEAN, AARON P.RepublicanFEC reported
U.S. House · Florida · District 4
Election 2026 · Incumbent · Current candidate
Receiving campaign: AARON BEAN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2FL04211 · 2025–2026 reporting cycle
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
BONAMICI, SUZANNE MS.DemocraticFEC reported
U.S. House · Oregon · District 1
Election 2026 · Incumbent · Current candidate
Receiving campaign: BONAMICI FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2OR01133 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
CAREY, MIKERepublicanFEC reported
U.S. House · Ohio · District 15
Election 2026 · Incumbent · Current candidate
Receiving campaign: CAREY FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2OH15228 · 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
CASTOR, KATHYDemocraticFEC reported
U.S. House · Florida · District 14
Election 2026 · Incumbent · Current candidate
Receiving campaign: CASTOR FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6FL11126 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
CLARK, KATHERINEDemocraticFEC reported
U.S. House · Massachusetts · District 5
Election 2026 · Incumbent · Current candidate
Receiving campaign: KATHERINE CLARK FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4MA05084 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
CLARKE, YVETTE DDemocraticFEC reported
U.S. House · New York · District 9
Election 2026 · Incumbent · Current candidate
Receiving campaign: CLARKE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4NY11138 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
CLYBURN, JAMES EDemocraticFEC reported
U.S. House · South Carolina · District 6
Election 2026 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF JIM CLYBURN
Candidate details & sources
FEC candidate ID: H2SC02042 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
CRAPO, MICHAEL DRepublicanFEC reported
U.S. Senate · Idaho · Statewide
Election 2028 · Incumbent · Current candidate
Receiving campaign: MIKE CRAPO FOR US SENATE
Candidate details & sources
FEC candidate ID: S8ID00027 · 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
EMMER, THOMAS EARL JR.RepublicanFEC reported
U.S. House · Minnesota · District 6
Election 2026 · Incumbent · Current candidate
Receiving campaign: EMMER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4MN06087 · 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
FINSTAD, BRADRepublicanFEC reported
U.S. House · Minnesota · District 1
Election 2026 · Incumbent · Current candidate
Receiving campaign: FINSTAD FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2MN01223 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
FISCHBACH, MICHELLERepublicanFEC reported
U.S. House · Minnesota · District 7
Election 2026 · Incumbent · Current candidate
Receiving campaign: FISCHBACH FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0MN07091 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
GALLEGO, RUBENDemocraticFEC reported
U.S. Senate · Arizona · Statewide
Election 2030 · Incumbent · Current candidate
Receiving campaign: GALLEGO FOR ARIZONA
Candidate details & sources
FEC candidate ID: S4AZ00139 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
GOMEZ, JIMMYDemocraticFEC reported
U.S. House · California · District 34
Election 2026 · Incumbent · Current candidate
Receiving campaign: JIMMY GOMEZ FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8CA34266 · 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
HERN, KEVINRepublicanFEC reported
U.S. House · Oklahoma · District 1
Election 2026 · Incumbent · Current candidate
Receiving campaign: HERN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8OK01157 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
HORSFORD, STEVEN ALEXZANDERDemocraticFEC reported
U.S. House · Nevada · District 4
Election 2026 · Incumbent · Current candidate
Receiving campaign: NEVADANS FOR STEVEN HORSFORD
Candidate details & sources
FEC candidate ID: H2NV04011 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
JOHNSON, DUSTYRepublicanFEC reported
U.S. House · South Dakota · At-large
Election 2026 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF DUSTY JOHNSON
Candidate details & sources
FEC candidate ID: H8SD01055 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
JOHNSON, JAMES MICHAELRepublicanFEC reported
U.S. House · Louisiana · District 4
Election 2026 · Incumbent · Current candidate
Receiving campaign: MIKE JOHNSON FOR LOUISIANA
Candidate details & sources
FEC candidate ID: H6LA04138 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
JOYCE, DAVID P.RepublicanFEC reported
U.S. House · Ohio · District 14
Election 2026 · Incumbent · Current candidate
Receiving campaign: FRIENDS OF DAVE JOYCE
Candidate details & sources
FEC candidate ID: H2OH14064 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
KNOTT, BRADRepublicanFEC reported
U.S. House · North Carolina · District 13
Election 2026 · Incumbent · Current candidate
Receiving campaign: BRAD KNOTT FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4NC13116 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
LEE, SUSIEDemocraticFEC reported
U.S. House · Nevada · District 3
Election 2026 · Incumbent · Current candidate
Receiving campaign: SUSIE LEE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6NV04020 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
LOFGREN, ZOEDemocraticFEC reported
U.S. House · California · District 18
Election 2026 · Incumbent · Current candidate
Receiving campaign: LOFGREN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4CA16049 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
LUJAN, BEN RAYDemocraticFEC reported
U.S. Senate · New Mexico · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: PEOPLE FOR BEN
Candidate details & sources
FEC candidate ID: S0NM00058 · 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
MCCLAIN, LISARepublicanFEC reported
U.S. House · Michigan · District 9
Election 2026 · Incumbent · Current candidate
Receiving campaign: LISA MCCLAIN FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0MI10287 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MCCOLLUM, BETTYDemocraticFEC reported
U.S. House · Minnesota · District 4
Election 2026 · Incumbent · Current candidate
Receiving campaign: MCCOLLUM FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0MN04049 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MCDONALD RIVET, KRISTENDemocraticFEC reported
U.S. House · Michigan · District 8
Election 2026 · Incumbent · Current candidate
Receiving campaign: KRISTEN FOR MICHIGAN
Candidate details & sources
FEC candidate ID: H4MI08218 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MCGARVEY, MORGANDemocraticFEC reported
U.S. House · Kentucky · District 3
Election 2026 · Incumbent · Current candidate
Receiving campaign: MORGAN MCGARVEY FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2KY03206 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MENENDEZ, ROBERTDemocraticFEC reported
U.S. House · New Jersey · District 8
Election 2026 · Challenger · Current candidate
Receiving campaign: MENENDEZ FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2NJ13075 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MENENDEZ, ROBERT J.DemocraticFEC reported
U.S. House · New Jersey · District 8
Election 2026 · Incumbent · Current candidate
Receiving campaign: MENENDEZ FOR CONGRESS
Candidate details & sources
FEC candidate ID: H2NJ08232 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MILLER, CAROL DEVINERepublicanFEC reported
U.S. House · West Virginia · District 1
Election 2026 · Incumbent · Current candidate
Receiving campaign: CAROL FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8WV03097 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
MOORE, BLAKERepublicanFEC reported
U.S. House · Utah · District 2
Election 2026 · Incumbent · Current candidate
Receiving campaign: BLAKE MOORE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0UT01205 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
NEAL, RICHARD EDemocraticFEC reported
U.S. House · Massachusetts · District 1
Election 2026 · Incumbent · Current candidate
Receiving campaign: RICHARD E NEAL FOR CONGRESS COMMITTEE
Candidate details & sources
FEC candidate ID: H8MA02041 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
NEGUSE, JOSEPHDemocraticFEC reported
U.S. House · Colorado · District 2
Election 2026 · Incumbent · Current candidate
Receiving campaign: JOE NEGUSE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8CO02160 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
NUNN, ZACHRepublicanFEC reported
U.S. House · Iowa · District 3
Election 2026 · Incumbent · Current candidate
Receiving campaign: IOWANS FOR ZACH NUNN
Candidate details & sources
FEC candidate ID: H2IA03119 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
PANETTA, JIMMYDemocraticFEC reported
U.S. House · California · District 19
Election 2026 · Incumbent · Current candidate
Receiving campaign: JIMMY PANETTA FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6CA20152 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
REED, JOHN F.DemocraticFEC reported
U.S. Senate · Rhode Island · Statewide
Election 2026 · Incumbent · Current candidate
Receiving campaign: THE REED COMMITTEE
Candidate details & sources
FEC candidate ID: S6RI00163 · 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
SCALISE, STEVE MRRepublicanFEC reported
U.S. House · Louisiana · District 1
Election 2026 · Incumbent · Current candidate
Receiving campaign: SCALISE FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0LA01087 · 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
SEWELL, TERRI A.DemocraticFEC reported
U.S. House · Alabama · District 7
Election 2026 · Incumbent · Current candidate
Receiving campaign: TERRI SEWELL FOR CONGRESS
Candidate details & sources
FEC candidate ID: H0AL07086 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
SMITH, ADRIANRepublicanFEC reported
U.S. House · Nebraska · District 3
Election 2026 · Incumbent · Current candidate
Receiving campaign: ADRIAN SMITH FOR CONGRESS
Candidate details & sources
FEC candidate ID: H6NE03115 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
SMITH, JASON TRepublicanFEC reported
U.S. House · Missouri · District 8
Election 2026 · Incumbent · Current candidate
Receiving campaign: JASON SMITH FOR CONGRESS
Candidate details & sources
FEC candidate ID: H4MO08162 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
STAUBER, PETER ALLENRepublicanFEC reported
U.S. House · Minnesota · District 8
Election 2026 · Incumbent · Current candidate
Receiving campaign: PETE STAUBER FOR CONGRESS
Candidate details & sources
FEC candidate ID: H8MN08043 · 2025–2026 reporting cycle
Candidate campaign receiving transfers
STRICKLAND, MARILYNDemocraticFEC reported
U.S. House · Washington · District 10
Election 2026 · Incumbent · Current candidate
Receiving campaign: STRICKLAND FOR WASHINGTON
Candidate details & sources
FEC candidate ID: H0WA10034 · 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
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

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$2,5001 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.