StarIntel GPT Auto Dig
← Wef Columbus

UrbanOS-Public publishes the Smart Cities Data Platform

relationsource-backedconfidence 0.98schema 0.9.0

The public repository documents a distributed smart-city ingestion, storage, streaming, and analytics platform.

Metadata

StarIntel IDstarintel:relation:urbanos-public-publishes-smart-cities-data-platform
Datasetwef
Schema0.9.0
Version1
Updated2026-07-26T04:05:00Z

Type-specific data

Confidence
0.98
Directed
True
Object

starintel:product:urbanos-smart-cities-data-platform

Predicate

publishes

Subject

starintel:org:urbanos-public

Assessment

Confidence
0.98

Verification

Status

source-backed

Verified
True

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-4-governance-replication-continuity

Generation
5

Workflow

Max Depth
6
Recursion Depth
5
Research Status

completed

Root Target Id

starintel:org:city-of-columbus

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:relation:urbanos-public-publishes-smart-cities-data-platform",
  "assessment": {
    "confidence": 0.98
  },
  "data": {
    "confidence": 0.98,
    "directed": true,
    "object": "starintel:product:urbanos-smart-cities-data-platform",
    "predicate": "publishes",
    "subject": "starintel:org:urbanos-public"
  },
  "dataset": "wef",
  "date_added": "2026-07-26T04:05:00Z",
  "date_updated": "2026-07-26T04:05:00Z",
  "dtype": "relation",
  "evidence": [],
  "lineage": {
    "derived_from": [
      "starintel:analysis:wef-columbus-depth-4-governance-replication-continuity"
    ],
    "generation": 5
  },
  "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": "source_repository",
      "publisher": "UrbanOS-Public",
      "title": "UrbanOS-Public/smartcitiesdata",
      "uri": "https://github.com/UrbanOS-Public/smartcitiesdata",
      "url": "https://github.com/UrbanOS-Public/smartcitiesdata"
    }
  ],
  "summary": "The public repository documents a distributed smart-city ingestion, storage, streaming, and analytics platform.",
  "tags": [
    "wef",
    "columbus",
    "recursive-research",
    "depth-5"
  ],
  "title": "UrbanOS-Public publishes the Smart Cities Data Platform",
  "verification": {
    "status": "source-backed",
    "verified": true
  },
  "version": 1,
  "workflow": {
    "max_depth": 6,
    "recursion_depth": 5,
    "research_status": "completed",
    "root_target_id": "starintel:org:city-of-columbus"
  }
}