Smart Columbus projects continued and were designed for replication

{
  "_id": "starintel:observation:smart-columbus-project-continuation-and-replication",
  "assessment": {
    "confidence": 0.98
  },
  "data": {
    "instrument": "official final report",
    "method": "Review of June 2021 City program summary",
    "observation_type": "program_continuation_and_replication",
    "observed_at": "2021-06-01T00:00:00Z",
    "observer_id": "starintel:org:city-of-columbus",
    "subject_id": "starintel:org:smart-columbus",
    "value": {
      "continued_projects": 5,
      "replication_mechanisms": [
        "open-source software",
        "technical documentation",
        "deployment playbooks"
      ],
      "total_projects": 8
    }
  },
  "dataset": "starintel-wef-columbus-depth-4-2026-07-25",
  "date_added": "2026-07-25T21:15:00Z",
  "date_updated": "2026-07-25T21:15:00Z",
  "dtype": "observation",
  "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"
    }
  ],
  "summary": "The 2021 program summary states that five of eight projects continued after grant funding and that open-source software, technical documentation, and deployment playbooks were intended for reuse by other cities and agencies.",
  "tags": [
    "wef-columbus",
    "recursive-research",
    "depth-4"
  ],
  "title": "Smart Columbus projects continued and were designed for replication",
  "verification": {
    "status": "source-backed",
    "verified": true
  },
  "version": 1,
  "workflow": {
    "max_depth": 6,
    "recursion_depth": 4,
    "research_status": "completed",
    "root_target_id": "starintel:org:city-of-columbus"
  }
}