SIC Relationship Intelligence

Ownership, Politics & Transport Graph

Trace companies, beneficial ownership claims, directors, politicians, vessels, aircraft and source-verified movement records. Every edge retains its dataset and confidence.

Graph focus

PRAGMATICS, LLC

Direct relationships & discovery leads

14 relationships in the loaded graph sample, not the complete network. Includes unconfirmed leads, labelled separately. Read each row from subject to counterpart. Accounting consolidation is not a claim of equity ownership. A relationship does not transfer sanctions status or establish wrongdoing.

Distinct counterparts
14
Source-attributed rows
13
Unconfirmed leads
1
Named source datasets
1

Sources represented: usaspending_fy2026_bulk. Counts describe this displayed sample, not all records or all possible chains.

Directional relationships, source-supplied dates and original evidence links
SubjectRelationshipCounterpartDates & evidence
PRAGMATICS, LLCPublished identifier cross-referenceSource-attributed relationshipPRAGMATICS, LLCCurrent status not supplied
  • Imported source referenceA publisher, dataset or entity link is not independently verified evidence of this exact relationship.
usaspending_fy2026_bulk
Department of Health and Human ServicesGovernment contract awardSource-attributed relationshipPRAGMATICS, LLCCurrent status not suppliedusaspending_fy2026_bulk
Federal Communications CommissionGovernment contract awardSource-attributed relationshipPRAGMATICS, LLCCurrent status not suppliedusaspending_fy2026_bulk
HEATHER GERCZAKRegistered corporate role inSource-attributed relationshipPRAGMATICS, LLCCurrent status not suppliedusaspending_fy2026_bulk
ROBERT MARCUSRegistered corporate role inSource-attributed relationshipPRAGMATICS, LLCCurrent status not suppliedusaspending_fy2026_bulk
PRAGMATICS, LLCUSAspending reported parent recipient; not proven beneficial ownershipDiscovery lead — unconfirmedINTEGRAL FEDERAL, INC.Current status not suppliedusaspending_fy2026_bulk
General Services AdministrationGovernment contract awardSource-attributed relationshipPRAGMATICS, LLCCurrent status not suppliedusaspending_fy2026_bulk
PATRICIA HALLRegistered corporate role inSource-attributed relationshipPRAGMATICS, LLCCurrent status not suppliedusaspending_fy2026_bulk
JOHN HUMPHREYRegistered corporate role inSource-attributed relationshipPRAGMATICS, LLCCurrent status not suppliedusaspending_fy2026_bulk
MANUEL MENDEZRegistered corporate role inSource-attributed relationshipPRAGMATICS, LLCCurrent status not suppliedusaspending_fy2026_bulk
WAYNE WILKINSONRegistered corporate role inSource-attributed relationshipPRAGMATICS, LLCCurrent status not suppliedusaspending_fy2026_bulk
BENJAMIN JOHNSTONRegistered corporate role inSource-attributed relationshipPRAGMATICS, LLCCurrent status not suppliedusaspending_fy2026_bulk
Department of DefenseGovernment contract awardSource-attributed relationshipPRAGMATICS, LLCCurrent status not suppliedusaspending_fy2026_bulk
AMANDA WINDLERegistered corporate role inSource-attributed relationshipPRAGMATICS, LLCCurrent status not suppliedusaspending_fy2026_bulk
Explore the wider network →
Network intelligence65 loaded links · 1 discovery candidates

Relationship signals

Broad discovery graph with explicit confidence tiers. Candidate links never create a sanctions status.

1. Discover
Start broad; dashed lines are possible links, not established facts.
2. Inspect
Select a line to see its confidence and matching reasons.
3. Tighten
Optionally narrow to source-attributed relationships.
Loaded entities
65
32 visible
Loaded links
65
15 direct
Source datasets
1
in this network
Discovery candidates
1
explicitly marked, not discarded
PRAGMATICS, LLCORGPRAGMATICS, LLCORGDepartment of Health a…ORGFederal Communications…ORGHEATHER GERCZAKORGROBERT MARCUSORGINTEGRAL FEDERAL, INC.ORGGeneral Services Admin…ORGPATRICIA HALLORGJOHN HUMPHREYORGMANUEL MENDEZORGWAYNE WILKINSONORGBENJAMIN JOHNSTONORGDepartment of DefenseORGAMANDA WINDLEORGNATIVE VILLAGE OF EKLU…ORGARKANSAS DEPARTMENT OF…ORGL SAKVARELIDZE NATIONA…ORGPAGE ALLIANCE FOR COMM…ORGNATIVE VILLAGE OF PORT…ORGBIOPTICS TECHNOLOGY LLCORGFLUSHING HOSPITAL MEDI…ORGSKILS'KINORGDISABILITY RIGHTS RHOD…ORGM^3 PUBLIC BENEFIT CORP.ORGCELLSBIN, INC.ORGCONOPTICS INCORGTHE BOARD OF TRUSTEES …ORGSOUTHEASTERN COMMUNITY…ORGHIGHLAND TELEPHONE COO…ORGLINK COMPUTER CORPORAT…ORGCOMPUTER AND TECHNOLOG…ORG
Politician / PEPOfficial sanctions recordAircraftVesselMovement recordsOfficial travel filingPolitical committeeFARA disclosurePossible link
Movement records identify an aircraft or vessel, not its passengers. Ownership and control links require verification against the cited official record before use.
Evidence corridors

Paths to source-list records

Bounded search of the server graph, up to four hops and 48 steps per frontier entity. Includes weak discovery leads. A route never transfers an official status by proximity.

3 returned paths
1
Ranking priority 31/100minimum imported score 40/100 · not a probability1 unconfirmed step(s)incomplete datesdiscovery path
Imported endpoint record: procurement exclusion — U.S. General Services Administration. This status applies to the endpoint record, not automatically to preceding nodes.
Inspect endpoint source
PRAGMATICS, LLC
Company
Registered corporate role in
JOHN HUMPHREY
RegistryPersonRecord
Possible identity match — distinct records
John Humphrey
Person
Why this path ranked here · evidence and caveats
Supporting steps
  • Registered corporate role in: usaspending_fy2026_bulk · source
  • Possible identity match — distinct records: usaspending_fy2026_bulk · unconfirmed lead · source
Legal and analytical limits
  • A network path is contextual intelligence. It does not make every connected person or company sanctioned, restricted, culpable or commonly controlled.
  • This path contains discovery-only links and requires source-by-source review.
  • Dates are incomplete; simultaneous or current connection is not established.
  • Traversal includes reverse-direction steps. This is connectivity, not a directional chain of control.
2
Ranking priority 12/100minimum imported score 40/100 · not a probability2 unconfirmed step(s)incomplete datesdiscovery path
Imported endpoint record: procurement exclusion — U.S. General Services Administration. This status applies to the endpoint record, not automatically to preceding nodes.
Inspect endpoint source
PRAGMATICS, LLC
Company
USAspending reported parent recipient; not proven beneficial ownership
INTEGRAL FEDERAL, INC.
Company
Registered corporate role in
JOHN HUMPHREY
RegistryPersonRecord
Possible identity match — distinct records
John Humphrey
Person
Why this path ranked here · evidence and caveats
Supporting steps
  • USAspending reported parent recipient; not proven beneficial ownership: usaspending_fy2026_bulk · unconfirmed lead · source
  • Registered corporate role in: usaspending_fy2026_bulk · source
  • Possible identity match — distinct records: usaspending_fy2026_bulk · unconfirmed lead · source
Legal and analytical limits
  • A network path is contextual intelligence. It does not make every connected person or company sanctioned, restricted, culpable or commonly controlled.
  • This path contains discovery-only links and requires source-by-source review.
  • Dates are incomplete; simultaneous or current connection is not established.
  • Traversal includes reverse-direction steps. This is connectivity, not a directional chain of control.
3
Ranking priority 1/100minimum imported score 40/100 · not a probability3 unconfirmed step(s)incomplete datesdiscovery path
Imported endpoint record: procurement exclusion — U.S. General Services Administration. This status applies to the endpoint record, not automatically to preceding nodes.
Inspect endpoint source
PRAGMATICS, LLC
Company
Registered corporate role in
JOHN HUMPHREY
RegistryPersonRecord
Possible identity match — distinct records
JOHN HUMPHREY — possible shared identity
IdentityCandidateGroup
Possible identity match — distinct records
JOHN HUMPHREY
RegistryPersonRecord
Possible identity match — distinct records
John Humphrey
Person
Why this path ranked here · evidence and caveats
Supporting steps
  • Registered corporate role in: usaspending_fy2026_bulk · source
  • Possible identity match — distinct records: usaspending_fy2026_bulk · unconfirmed lead · source
  • Possible identity match — distinct records: usaspending_fy2026_bulk · unconfirmed lead · source
  • Possible identity match — distinct records: usaspending_fy2026_bulk · unconfirmed lead · source
Legal and analytical limits
  • A network path is contextual intelligence. It does not make every connected person or company sanctioned, restricted, culpable or commonly controlled.
  • This path contains discovery-only links and requires source-by-source review.
  • Dates are incomplete; simultaneous or current connection is not established.
  • Traversal includes reverse-direction steps. This is connectivity, not a directional chain of control.