StarIntel GPT Auto Dig
← Wef Columbus

UrbanOS code, fork, deployment, and reuse lineage

investigation-targetqueuedconfidence 0.94schema 0.9.0

Depth 6 recursive target emitted from the completed WEF dataset Depth 5 pass.

Metadata

StarIntel IDstarintel:investigation-target:wef-depth-6-urbanos-reuse-lineage
Datasetwef
Schema0.9.0
Version1
Updated2026-07-26T04:05:00Z

Type-specific data

Breadth
30
Depth
6
Hypotheses
  • Primary records may reveal additional implementation, governance, financial, or diffusion mechanisms.

  • Observed continuity may be explained by local institutional design without external command.

In Scope
  • repository inventory

  • commit history

  • fork graph

  • license history

  • deployment manifests

  • city references

  • vendor reuse

  • archived documentation

Max Depth
7
Objectives
  • repository inventory

  • commit history

  • fork graph

  • license history

  • deployment manifests

  • city references

  • vendor reuse

  • archived documentation

Out Of Scope
  • unsupported allegations

  • private personal data

  • inference presented as fact

Preferred Sources
  • executed agreements

  • official correspondence

  • procurement files

  • meeting records

  • source repositories

  • official filings

Priority
0.94
Required Dtypes
  • source

  • person

  • org

  • relation

  • contract

  • financial-observation

  • event

  • analysis

  • research-pass

Research Question

Which UrbanOS and Smart Columbus repositories were transferred, forked, deployed, maintained, licensed, or reused by other cities, vendors, universities, or WEF-linked networks?

Scope Type

recursive_depth_6

Score
0.94
Seed Ids
  • starintel:product:urbanos-smart-cities-data-platform

  • starintel:org:urbanos-public

  • starintel:source:smart-columbus-grant-era-reports-index

Selection Reason
  • unresolved primary-record gap

  • high implementation relevance

  • selected from Depth 5 analysis

Status

queued

Target

Smart City Challenge open-source technical reuse

Target Id

starintel:investigation-target:wef-depth-6-urbanos-reuse-lineage

Target Type

recursive_documentary_investigation

Assessment

Confidence
0.94

Verification

Status

queued

Verified
False

Provenance

Agent

GPT-5.6 Thinking

Method

Primary-source recursive OSINT with bounded inference

Run Id

wef-columbus-depth-5-2026-07-26

Skill

auto-dig;web-research;create-starintel-documents;select-recursive-targets

Lineage

Derived From
  • starintel:analysis:wef-columbus-depth-5-policy-contract-implementation

Generation
6

Workflow

Max Depth
7
Next Action

collect and normalize primary records

Priority
0.94
Queue

wef-depth-6

Recursion Depth
6
Research Status

queued

Root Target Id

starintel:org:city-of-columbus

Selected From
  • starintel:product:urbanos-smart-cities-data-platform

  • starintel:org:urbanos-public

  • starintel:source:smart-columbus-grant-era-reports-index

Selection Reason
  • recursive expansion from completed Depth 5 pass

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:wef-depth-6-urbanos-reuse-lineage",
  "assessment": {
    "confidence": 0.94
  },
  "data": {
    "breadth": 30,
    "depth": 6,
    "hypotheses": [
      "Primary records may reveal additional implementation, governance, financial, or diffusion mechanisms.",
      "Observed continuity may be explained by local institutional design without external command."
    ],
    "in_scope": [
      "repository inventory",
      "commit history",
      "fork graph",
      "license history",
      "deployment manifests",
      "city references",
      "vendor reuse",
      "archived documentation"
    ],
    "max_depth": 7,
    "objectives": [
      "repository inventory",
      "commit history",
      "fork graph",
      "license history",
      "deployment manifests",
      "city references",
      "vendor reuse",
      "archived documentation"
    ],
    "out_of_scope": [
      "unsupported allegations",
      "private personal data",
      "inference presented as fact"
    ],
    "preferred_sources": [
      "executed agreements",
      "official correspondence",
      "procurement files",
      "meeting records",
      "source repositories",
      "official filings"
    ],
    "priority": 0.94,
    "required_dtypes": [
      "source",
      "person",
      "org",
      "relation",
      "contract",
      "financial-observation",
      "event",
      "analysis",
      "research-pass"
    ],
    "research_question": "Which UrbanOS and Smart Columbus repositories were transferred, forked, deployed, maintained, licensed, or reused by other cities, vendors, universities, or WEF-linked networks?",
    "scope_type": "recursive_depth_6",
    "score": 0.94,
    "seed_ids": [
      "starintel:product:urbanos-smart-cities-data-platform",
      "starintel:org:urbanos-public",
      "starintel:source:smart-columbus-grant-era-reports-index"
    ],
    "selection_reason": [
      "unresolved primary-record gap",
      "high implementation relevance",
      "selected from Depth 5 analysis"
    ],
    "status": "queued",
    "target": "Smart City Challenge open-source technical reuse",
    "target_id": "starintel:investigation-target:wef-depth-6-urbanos-reuse-lineage",
    "target_type": "recursive_documentary_investigation"
  },
  "dataset": "wef",
  "date_added": "2026-07-26T04:05:00Z",
  "date_updated": "2026-07-26T04:05:00Z",
  "dtype": "investigation-target",
  "evidence": [],
  "lineage": {
    "derived_from": [
      "starintel:analysis:wef-columbus-depth-5-policy-contract-implementation"
    ],
    "generation": 6
  },
  "provenance": {
    "agent": "GPT-5.6 Thinking",
    "method": "Primary-source recursive OSINT with bounded inference",
    "run_id": "wef-columbus-depth-5-2026-07-26",
    "skill": "auto-dig;web-research;create-starintel-documents;select-recursive-targets"
  },
  "schema_version": "0.9.0",
  "sources": [
    {
      "accessed_at": "2026-07-26T04:05:00Z",
      "credibility": 0.98,
      "kind": "research_packet",
      "publisher": "StarIntel GPT Auto-Dig",
      "title": "WEF–Columbus Depth 4 governance and replication analysis",
      "uri": "https://github.com/lost-rob0t/starintel-gpt-auto-dig/blob/main/digs/wef-columbus/2026-07-25-depth-4-analysis/starintel-documents.jsonl",
      "url": "https://github.com/lost-rob0t/starintel-gpt-auto-dig/blob/main/digs/wef-columbus/2026-07-25-depth-4-analysis/starintel-documents.jsonl"
    }
  ],
  "summary": "Depth 6 recursive target emitted from the completed WEF dataset Depth 5 pass.",
  "tags": [
    "wef",
    "columbus",
    "recursive-research",
    "depth-6"
  ],
  "title": "UrbanOS code, fork, deployment, and reuse lineage",
  "verification": {
    "status": "queued",
    "verified": false
  },
  "version": 1,
  "workflow": {
    "max_depth": 7,
    "next_action": "collect and normalize primary records",
    "priority": 0.94,
    "queue": "wef-depth-6",
    "recursion_depth": 6,
    "research_status": "queued",
    "root_target_id": "starintel:org:city-of-columbus",
    "selected_from": [
      "starintel:product:urbanos-smart-cities-data-platform",
      "starintel:org:urbanos-public",
      "starintel:source:smart-columbus-grant-era-reports-index"
    ],
    "selection_reason": [
      "recursive expansion from completed Depth 5 pass"
    ]
  }
}