StarIntel GPT Auto Dig
← Wef Columbus

HNTB Smart Lighting subcontract and product-evaluation chain

investigation-targetqueuedconfidence 0.92schema 0.9.0

Depth 5 recursive target selected from new Depth 4 records.

Metadata

StarIntel IDstarintel:investigation-target:wef-columbus-depth-5-hntb-smart-lighting-subconsultants
Datasetstarintel-wef-columbus-depth-4-2026-07-25
Schema0.9.0
Version1
Updated2026-07-25T21:15:00Z

Type-specific data

Breadth
25
Depth
5
Hypotheses
  • Documentary records may reveal additional governance or implementation mechanisms.

  • Observed network continuity may be explained by institutional design without centralized command.

In Scope
  • executed contract

  • subconsultant agreements

  • product scoring

  • pilot results

  • purchase orders

  • invoices

Max Depth
6
Objectives
  • executed contract

  • subconsultant agreements

  • product scoring

  • pilot results

  • purchase orders

  • invoices

Out Of Scope
  • unsupported allegations

  • private personal data

Preferred Sources
  • primary government records

  • executed agreements

  • official filings

  • board minutes

  • source repositories

Priority
0.92
Required Dtypes
  • source

  • person

  • org

  • relation

  • contract

  • grant

  • financial-observation

  • analysis

  • research-pass

Research Question

What work did HNTB, EMH&T, and Barr perform, which products were evaluated, and how were recommendations translated into procurement?

Scope Type

recursive_depth_5

Score
0.92
Seed Ids
  • starintel:contract:hntb-smart-lighting-phase-4-lifecycle-2022-2026

  • starintel:org:emh-and-t-inc

  • starintel:org:barr-engineering

Selection Reason
  • new Depth 4 entity or document

  • high graph connectivity

  • unresolved primary-record gap

Status

queued

Target

HNTB Smart Lighting subcontract and product-evaluation chain

Target Id

starintel:investigation-target:wef-columbus-depth-5-hntb-smart-lighting-subconsultants

Target Type

contract_network

Assessment

Confidence
0.92

Verification

Status

queued

Verified
False

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

Max Depth
6
Next Action

collect and normalize primary records

Priority
0.92
Queue

wef-columbus-depth-5

Recursion Depth
5
Research Status

queued

Root Target Id

starintel:org:city-of-columbus

Selected From
  • starintel:contract:hntb-smart-lighting-phase-4-lifecycle-2022-2026

  • starintel:org:emh-and-t-inc

  • starintel:org:barr-engineering

Selection Reason
  • recursive expansion from Depth 4

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:wef-columbus-depth-5-hntb-smart-lighting-subconsultants",
  "assessment": {
    "confidence": 0.92
  },
  "data": {
    "breadth": 25,
    "depth": 5,
    "hypotheses": [
      "Documentary records may reveal additional governance or implementation mechanisms.",
      "Observed network continuity may be explained by institutional design without centralized command."
    ],
    "in_scope": [
      "executed contract",
      "subconsultant agreements",
      "product scoring",
      "pilot results",
      "purchase orders",
      "invoices"
    ],
    "max_depth": 6,
    "objectives": [
      "executed contract",
      "subconsultant agreements",
      "product scoring",
      "pilot results",
      "purchase orders",
      "invoices"
    ],
    "out_of_scope": [
      "unsupported allegations",
      "private personal data"
    ],
    "preferred_sources": [
      "primary government records",
      "executed agreements",
      "official filings",
      "board minutes",
      "source repositories"
    ],
    "priority": 0.92,
    "required_dtypes": [
      "source",
      "person",
      "org",
      "relation",
      "contract",
      "grant",
      "financial-observation",
      "analysis",
      "research-pass"
    ],
    "research_question": "What work did HNTB, EMH&T, and Barr perform, which products were evaluated, and how were recommendations translated into procurement?",
    "scope_type": "recursive_depth_5",
    "score": 0.92,
    "seed_ids": [
      "starintel:contract:hntb-smart-lighting-phase-4-lifecycle-2022-2026",
      "starintel:org:emh-and-t-inc",
      "starintel:org:barr-engineering"
    ],
    "selection_reason": [
      "new Depth 4 entity or document",
      "high graph connectivity",
      "unresolved primary-record gap"
    ],
    "status": "queued",
    "target": "HNTB Smart Lighting subcontract and product-evaluation chain",
    "target_id": "starintel:investigation-target:wef-columbus-depth-5-hntb-smart-lighting-subconsultants",
    "target_type": "contract_network"
  },
  "dataset": "starintel-wef-columbus-depth-4-2026-07-25",
  "date_added": "2026-07-25T21:15:00Z",
  "date_updated": "2026-07-25T21:15:00Z",
  "dtype": "investigation-target",
  "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": [],
  "summary": "Depth 5 recursive target selected from new Depth 4 records.",
  "tags": [
    "wef-columbus",
    "recursive-research",
    "depth-4"
  ],
  "title": "HNTB Smart Lighting subcontract and product-evaluation chain",
  "verification": {
    "status": "queued",
    "verified": false
  },
  "version": 1,
  "workflow": {
    "max_depth": 6,
    "next_action": "collect and normalize primary records",
    "priority": 0.92,
    "queue": "wef-columbus-depth-5",
    "recursion_depth": 5,
    "research_status": "queued",
    "root_target_id": "starintel:org:city-of-columbus",
    "selected_from": [
      "starintel:contract:hntb-smart-lighting-phase-4-lifecycle-2022-2026",
      "starintel:org:emh-and-t-inc",
      "starintel:org:barr-engineering"
    ],
    "selection_reason": [
      "recursive expansion from Depth 4"
    ]
  }
}