StarIntel GPT Auto Dig
← Wef Columbus

WEF–Columbus recursive research pass — Depth 4

research-passsource-backedconfidence 0.98schema 0.9.0

Recursive expansion of Depth 3 governance, contract, grant, document, personnel, and public-development targets.

Metadata

StarIntel IDstarintel:research-pass:wef-columbus-depth-4-2026-07-25
Datasetstarintel-wef-columbus-depth-4-2026-07-25
Schema0.9.0
Version1
Updated2026-07-25T21:15:00Z

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

    Sources

    Generated Org node

    Download Org source
    Raw 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"
        ]
      }
    }