WEF–Columbus recursive research pass — Depth 4
Recursive expansion of Depth 3 governance, contract, grant, document, personnel, and public-development targets.
Metadata
| StarIntel ID | starintel:research-pass:wef-columbus-depth-4-2026-07-25 |
|---|---|
| Dataset | starintel-wef-columbus-depth-4-2026-07-25 |
| Schema | 0.9.0 |
| Version | 1 |
| Updated | 2026-07-25T21:15:00Z |
Type-specific data
- Agent Identity
GPT-5.6 Thinking auto-dig agent
- Classification Rules
Separate facts, inference, and unresolved questions.
Treat authorized contract ceilings as distinct from outlays.
Treat Schedule L reporting as a disclosure requiring details, not proof of misconduct.
Treat economic-development collaboration as support, not proof of a specific incentive amount.
Create each new document, person, organization, contract, relation, and source as a Depth 5 seed.
- Completed At
2026-07-25T21:15:00Z
- Counterevidence Ids
- Finding Ids
starintel:relation:columbus-partnership-c6-legally-distinct-c3
starintel:observation:columbus-partnership-c6-schedule-l-2024
starintel:event:smart-columbus-three-funding-streams-2021
starintel:observation:smart-columbus-project-continuation-and-replication
starintel:contract:hntb-smart-lighting-phase-4-lifecycle-2022-2026
starintel:relation:jobsohio-supported-andhealth-expansion
starintel:relation:columbus-partnership-c6-legally-distinct-c3
starintel:contract:hntb-smart-lighting-phase-4-lifecycle-2022-2026
starintel:event:andhealth-expansion-2022-public-support
starintel:event:andhealth-expansion-2025-public-support
- Findings
- Confidence
0.99- Finding
Two legally distinct Columbus Partnership nonprofit entities are documented.
- Support Ids
starintel:org:columbus-partnership-c6
starintel:org:the-columbus-partnership-c3
starintel:relation:columbus-partnership-c6-legally-distinct-c3
- Confidence
0.98- Finding
Grant-era outputs were built for continuation and replication through open-source components and playbooks.
- Support Ids
starintel:source:smart-columbus-usdot-program-summary-2021
starintel:observation:smart-columbus-project-continuation-and-replication
- Confidence
0.99- Finding
HNTB's Smart Lighting lifecycle and two subconsultants are documented.
- Support Ids
starintel:contract:hntb-smart-lighting-phase-4-lifecycle-2022-2026
starintel:relation:hntb-subcontracted-emh-and-t-smart-lighting
starintel:relation:hntb-subcontracted-barr-smart-lighting
- Confidence
0.99- Finding
AndHealth expansion support connects JobsOhio, One Columbus, Ohio Development, and Columbus.
- Support Ids
starintel:event:andhealth-expansion-2022-public-support
starintel:event:andhealth-expansion-2025-public-support
- Confidence
0.99- Finding
Eleven current Smart Columbus staff roles create a new delivery-network frontier.
- Support Ids
starintel:person:cami-albaugh
starintel:person:hailey-allison
starintel:person:mike-anderson
starintel:person:arash-ghazvini
starintel:person:norah-goldman
starintel:person:tosin-guobadia
starintel:person:brayan-pabon-gomez
starintel:person:ayaz-hyder
starintel:person:karina-sanchez
starintel:person:dylan-sansone
starintel:person:andreya-veintimilla
- Iteration
4- Method
Breadth-first recursive expansion using corpus-first identity checks and primary or filing-derived sources.
- Narrative Role
recursive governance, finance, contract, and replication expansion
- Research Question
What new people, organizations, contracts, legal entities, financial observations, and source documents appear when all Depth 3 seeds are expanded?
- Source Ids
starintel:source:smart-columbus-grant-era-reports-index
starintel:source:smart-columbus-usdot-program-summary-2021
starintel:source:columbus-partnership-c6-form990-2024
starintel:source:columbus-partnership-c3-form990-2024
starintel:source:columbus-ordinance-1424-2026
starintel:source:jobsohio-andhealth-expansion-2025
starintel:source:one-columbus-andhealth-expansion-2022
- Started At
2026-07-25T20:35:00Z
- Supporting Record Ids
starintel:relation:columbus-partnership-c6-legally-distinct-c3
starintel:observation:columbus-partnership-c6-schedule-l-2024
starintel:event:smart-columbus-three-funding-streams-2021
starintel:observation:smart-columbus-project-continuation-and-replication
starintel:contract:hntb-smart-lighting-phase-4-lifecycle-2022-2026
starintel:relation:jobsohio-supported-andhealth-expansion
- Unresolved Target Ids
starintel:investigation-target:wef-columbus-depth-5-columbus-partnership-legal-financial-flows
starintel:investigation-target:wef-columbus-depth-5-grant-era-replication-lineage
starintel:investigation-target:wef-columbus-depth-5-hntb-smart-lighting-subconsultants
starintel:investigation-target:wef-columbus-depth-5-andhealth-public-assistance
starintel:investigation-target:wef-columbus-depth-5-smart-columbus-team-project-map
Assessment
- Confidence
0.98
Verification
- Status
source-backed
- Verified
True
Provenance
- Agent
GPT-5.6 Thinking
- Run Id
wef-columbus-depth-4-2026-07-25
- Skill
auto-dig;search-starintel-json-db;create-starintel-documents;select-recursive-targets
Lineage
- Derived From
starintel:research-pass:wef-columbus-depth-3-2026-07-25
- Generation
4
Workflow
- Completed At
2026-07-25T21:15:00Z
- Max Depth
6- Priority
0.96- Queue
wef-columbus
- Recursion Depth
4- Research Status
completed
- Root Target Id
starintel:org:city-of-columbus
- Selected From
starintel:investigation-target:wef-columbus-depth-4-personnel-board-governance
starintel:investigation-target:wef-columbus-depth-4-vendor-contract-lifecycle
starintel:investigation-target:wef-columbus-depth-4-private-grant-replication
starintel:investigation-target:wef-columbus-depth-4-andhealth-public-private-continuity
- Selection Reason
operator-directed breadth-first recursion
Related records
- starintel:contract:hntb-smart-lighting-phase-4-lifecycle-2022-2026
- starintel:event:andhealth-expansion-2022-public-support
- starintel:event:andhealth-expansion-2025-public-support
- starintel:event:smart-columbus-three-funding-streams-2021
- starintel:investigation-target:wef-columbus-depth-4-andhealth-public-private-continuity
- starintel:investigation-target:wef-columbus-depth-4-personnel-board-governance
- starintel:investigation-target:wef-columbus-depth-4-private-grant-replication
- starintel:investigation-target:wef-columbus-depth-4-vendor-contract-lifecycle
- starintel:investigation-target:wef-columbus-depth-5-andhealth-public-assistance
- starintel:investigation-target:wef-columbus-depth-5-columbus-partnership-legal-financial-flows
- starintel:investigation-target:wef-columbus-depth-5-grant-era-replication-lineage
- starintel:investigation-target:wef-columbus-depth-5-hntb-smart-lighting-subconsultants
- starintel:investigation-target:wef-columbus-depth-5-smart-columbus-team-project-map
- starintel:observation:columbus-partnership-c6-schedule-l-2024
- starintel:observation:smart-columbus-project-continuation-and-replication
- starintel:org:city-of-columbus
- starintel:org:columbus-partnership-c6
- starintel:org:the-columbus-partnership-c3
- starintel:person:andreya-veintimilla
- starintel:person:arash-ghazvini
- starintel:person:ayaz-hyder
- starintel:person:brayan-pabon-gomez
- starintel:person:cami-albaugh
- starintel:person:dylan-sansone
- starintel:person:hailey-allison
- starintel:person:karina-sanchez
- starintel:person:mike-anderson
- starintel:person:norah-goldman
- starintel:person:tosin-guobadia
- starintel:relation:columbus-partnership-c6-legally-distinct-c3
- starintel:relation:hntb-subcontracted-barr-smart-lighting
- starintel:relation:hntb-subcontracted-emh-and-t-smart-lighting
- starintel:relation:jobsohio-supported-andhealth-expansion
- starintel:research-pass:wef-columbus-depth-3-2026-07-25
- starintel:source:columbus-ordinance-1424-2026
- starintel:source:columbus-partnership-c3-form990-2024
- starintel:source:columbus-partnership-c6-form990-2024
- starintel:source:jobsohio-andhealth-expansion-2025
- starintel:source:one-columbus-andhealth-expansion-2022
- starintel:source:smart-columbus-grant-era-reports-index
- starintel:source:smart-columbus-usdot-program-summary-2021
Sources
- Smart Columbus Program Summary — June 2021City of Columbus · credibility 0.95 · retrieved 2026-07-25T21:15:00Z
- Columbus Partnership Form 990 — fiscal year 2024ProPublica Nonprofit Explorer · credibility 0.95 · retrieved 2026-07-25T21:15:00Z
- The Columbus Partnership Form 990 — fiscal year 2024ProPublica Nonprofit Explorer · credibility 0.95 · retrieved 2026-07-25T21:15:00Z
- Columbus Ordinance 1424-2026City of Columbus · credibility 0.95 · retrieved 2026-07-25T21:15:00Z
- AndHealth Expanding Office Space in Downtown ColumbusJobsOhio · credibility 0.95 · retrieved 2026-07-25T21:15:00Z
Generated Org node
Download Org sourceRaw JSON
{
"_id": "starintel:research-pass:wef-columbus-depth-4-2026-07-25",
"assessment": {
"confidence": 0.98
},
"data": {
"agent_identity": "GPT-5.6 Thinking auto-dig agent",
"classification_rules": [
"Separate facts, inference, and unresolved questions.",
"Treat authorized contract ceilings as distinct from outlays.",
"Treat Schedule L reporting as a disclosure requiring details, not proof of misconduct.",
"Treat economic-development collaboration as support, not proof of a specific incentive amount.",
"Create each new document, person, organization, contract, relation, and source as a Depth 5 seed."
],
"completed_at": "2026-07-25T21:15:00Z",
"counterevidence_ids": [],
"finding_ids": [
"starintel:relation:columbus-partnership-c6-legally-distinct-c3",
"starintel:observation:columbus-partnership-c6-schedule-l-2024",
"starintel:event:smart-columbus-three-funding-streams-2021",
"starintel:observation:smart-columbus-project-continuation-and-replication",
"starintel:contract:hntb-smart-lighting-phase-4-lifecycle-2022-2026",
"starintel:relation:jobsohio-supported-andhealth-expansion",
"starintel:relation:columbus-partnership-c6-legally-distinct-c3",
"starintel:contract:hntb-smart-lighting-phase-4-lifecycle-2022-2026",
"starintel:event:andhealth-expansion-2022-public-support",
"starintel:event:andhealth-expansion-2025-public-support"
],
"findings": [
{
"confidence": 0.99,
"finding": "Two legally distinct Columbus Partnership nonprofit entities are documented.",
"support_ids": [
"starintel:org:columbus-partnership-c6",
"starintel:org:the-columbus-partnership-c3",
"starintel:relation:columbus-partnership-c6-legally-distinct-c3"
]
},
{
"confidence": 0.98,
"finding": "Grant-era outputs were built for continuation and replication through open-source components and playbooks.",
"support_ids": [
"starintel:source:smart-columbus-usdot-program-summary-2021",
"starintel:observation:smart-columbus-project-continuation-and-replication"
]
},
{
"confidence": 0.99,
"finding": "HNTB's Smart Lighting lifecycle and two subconsultants are documented.",
"support_ids": [
"starintel:contract:hntb-smart-lighting-phase-4-lifecycle-2022-2026",
"starintel:relation:hntb-subcontracted-emh-and-t-smart-lighting",
"starintel:relation:hntb-subcontracted-barr-smart-lighting"
]
},
{
"confidence": 0.99,
"finding": "AndHealth expansion support connects JobsOhio, One Columbus, Ohio Development, and Columbus.",
"support_ids": [
"starintel:event:andhealth-expansion-2022-public-support",
"starintel:event:andhealth-expansion-2025-public-support"
]
},
{
"confidence": 0.99,
"finding": "Eleven current Smart Columbus staff roles create a new delivery-network frontier.",
"support_ids": [
"starintel:person:cami-albaugh",
"starintel:person:hailey-allison",
"starintel:person:mike-anderson",
"starintel:person:arash-ghazvini",
"starintel:person:norah-goldman",
"starintel:person:tosin-guobadia",
"starintel:person:brayan-pabon-gomez",
"starintel:person:ayaz-hyder",
"starintel:person:karina-sanchez",
"starintel:person:dylan-sansone",
"starintel:person:andreya-veintimilla"
]
}
],
"iteration": 4,
"method": "Breadth-first recursive expansion using corpus-first identity checks and primary or filing-derived sources.",
"narrative_role": "recursive governance, finance, contract, and replication expansion",
"research_question": "What new people, organizations, contracts, legal entities, financial observations, and source documents appear when all Depth 3 seeds are expanded?",
"source_ids": [
"starintel:source:smart-columbus-grant-era-reports-index",
"starintel:source:smart-columbus-usdot-program-summary-2021",
"starintel:source:columbus-partnership-c6-form990-2024",
"starintel:source:columbus-partnership-c3-form990-2024",
"starintel:source:columbus-ordinance-1424-2026",
"starintel:source:jobsohio-andhealth-expansion-2025",
"starintel:source:one-columbus-andhealth-expansion-2022"
],
"started_at": "2026-07-25T20:35:00Z",
"supporting_record_ids": [
"starintel:relation:columbus-partnership-c6-legally-distinct-c3",
"starintel:observation:columbus-partnership-c6-schedule-l-2024",
"starintel:event:smart-columbus-three-funding-streams-2021",
"starintel:observation:smart-columbus-project-continuation-and-replication",
"starintel:contract:hntb-smart-lighting-phase-4-lifecycle-2022-2026",
"starintel:relation:jobsohio-supported-andhealth-expansion"
],
"unresolved_target_ids": [
"starintel:investigation-target:wef-columbus-depth-5-columbus-partnership-legal-financial-flows",
"starintel:investigation-target:wef-columbus-depth-5-grant-era-replication-lineage",
"starintel:investigation-target:wef-columbus-depth-5-hntb-smart-lighting-subconsultants",
"starintel:investigation-target:wef-columbus-depth-5-andhealth-public-assistance",
"starintel:investigation-target:wef-columbus-depth-5-smart-columbus-team-project-map"
]
},
"dataset": "starintel-wef-columbus-depth-4-2026-07-25",
"date_added": "2026-07-25T21:15:00Z",
"date_updated": "2026-07-25T21:15:00Z",
"dtype": "research-pass",
"evidence": [],
"lineage": {
"derived_from": [
"starintel:research-pass:wef-columbus-depth-3-2026-07-25"
],
"generation": 4
},
"provenance": {
"agent": "GPT-5.6 Thinking",
"run_id": "wef-columbus-depth-4-2026-07-25",
"skill": "auto-dig;search-starintel-json-db;create-starintel-documents;select-recursive-targets"
},
"schema_version": "0.9.0",
"sources": [
{
"accessed_at": "2026-07-25T21:15:00Z",
"credibility": 0.95,
"kind": "government_report",
"publisher": "City of Columbus",
"title": "Smart Columbus Program Summary — June 2021",
"uri": "https://static1.squarespace.com/static/6543abac601e3621dd3fe76d/t/68b832df3dd5017d3a1c12e2/1756902111728/2021-06%2BUSDOT%2BFinal%2BReport%2BExecutive%2BSummary%2B%281%29-compressed-compressed.pdf",
"url": "https://static1.squarespace.com/static/6543abac601e3621dd3fe76d/t/68b832df3dd5017d3a1c12e2/1756902111728/2021-06%2BUSDOT%2BFinal%2BReport%2BExecutive%2BSummary%2B%281%29-compressed-compressed.pdf"
},
{
"accessed_at": "2026-07-25T21:15:00Z",
"credibility": 0.95,
"kind": "irs_derived_filing",
"publisher": "ProPublica Nonprofit Explorer",
"title": "Columbus Partnership Form 990 — fiscal year 2024",
"uri": "https://projects.propublica.org/nonprofits/organizations/352558300",
"url": "https://projects.propublica.org/nonprofits/organizations/352558300"
},
{
"accessed_at": "2026-07-25T21:15:00Z",
"credibility": 0.95,
"kind": "irs_derived_filing",
"publisher": "ProPublica Nonprofit Explorer",
"title": "The Columbus Partnership Form 990 — fiscal year 2024",
"uri": "https://projects.propublica.org/nonprofits/organizations/20580058",
"url": "https://projects.propublica.org/nonprofits/organizations/20580058"
},
{
"accessed_at": "2026-07-25T21:15:00Z",
"credibility": 0.95,
"kind": "government_record",
"publisher": "City of Columbus",
"title": "Columbus Ordinance 1424-2026",
"uri": "https://columbus.legistar.com/LegislationDetail.aspx?FullText=1&GUID=50C99EDC-6138-41FC-A7E1-8672080626A3&ID=8038904",
"url": "https://columbus.legistar.com/LegislationDetail.aspx?FullText=1&GUID=50C99EDC-6138-41FC-A7E1-8672080626A3&ID=8038904"
},
{
"accessed_at": "2026-07-25T21:15:00Z",
"credibility": 0.95,
"kind": "official_project_record",
"publisher": "JobsOhio",
"title": "AndHealth Expanding Office Space in Downtown Columbus",
"uri": "https://www.jobsohio.com/newsroom/news-press/andhealth-expanding-office-space-in-downtown-columbus",
"url": "https://www.jobsohio.com/newsroom/news-press/andhealth-expanding-office-space-in-downtown-columbus"
}
],
"summary": "Recursive expansion of Depth 3 governance, contract, grant, document, personnel, and public-development targets.",
"tags": [
"wef-columbus",
"recursive-research",
"depth-4"
],
"title": "WEF–Columbus recursive research pass — Depth 4",
"verification": {
"status": "source-backed",
"verified": true
},
"version": 1,
"workflow": {
"completed_at": "2026-07-25T21:15:00Z",
"max_depth": 6,
"priority": 0.96,
"queue": "wef-columbus",
"recursion_depth": 4,
"research_status": "completed",
"root_target_id": "starintel:org:city-of-columbus",
"selected_from": [
"starintel:investigation-target:wef-columbus-depth-4-personnel-board-governance",
"starintel:investigation-target:wef-columbus-depth-4-vendor-contract-lifecycle",
"starintel:investigation-target:wef-columbus-depth-4-private-grant-replication",
"starintel:investigation-target:wef-columbus-depth-4-andhealth-public-private-continuity"
],
"selection_reason": [
"operator-directed breadth-first recursion"
]
}
}