StarIntel GPT Auto Dig
← Flock Safety

Investigate Liberty Township Police Department Flock implementation

investigation-targetatlas-indexed-leadconfidence 0.82schema 0.9.0

Locality recursion target for Liberty Township Police Department in Liberty Township, Trumbull County, Ohio.

Metadata

StarIntel IDstarintel:investigation-target:aos011705:locality
Datasetflock-safety-national-state-locality-seed-2026-07-25
Schema0.9.0
Version1
Updated2026-07-25T17:58:54-04:00

Type-specific data

Actor

starintel-auto-dig

Breadth
10
Depth
2
Max Depth
3
Objectives
  • Find contracts, purchase orders, grants, renewals, prices, and resellers

  • Identify officials, administrators, records staff, vendor personnel, and lobbyists

  • Obtain policy, retention, sharing, user rosters, audits, misuse investigations, and termination records

Priority
0.72
Query

"Liberty Township Police Department" "Flock Safety" contract purchase council policy audit lobbyist

Required Dtypes
  • org

  • person

  • relation

  • contract

  • procurement

  • lobbying-filing

  • policy

  • event

  • analysis

  • investigation-target

Research Question

Who implemented, funded, approved, administered, audited, renewed, opposed, or terminated Flock Safety at Liberty Township Police Department, and what sharing relationships exist?

Scope Type

locality

Score
0.72
Seed Ids
  • starintel:investigation-target:flock-state:oh

  • starintel:org:flock-safety

  • starintel:source:atlas-of-surveillance-alpr-export-2026-07-25

Selection Reason
  • The Liberty Township Police Department purchased six Flock Safety automated license plate readers in 2022.

Status

queued

Target

Liberty Township Police Department Flock Safety implementation

Target Type

local-government-or-law-enforcement-implementation

Assessment

Confidence
0.82
Priority
0.72

Verification

Status

atlas-indexed-lead

Verified
False

Handling

Pii
False
Sensitive
False
Visibility

public

Workflow

Max Depth
3
Priority
0.72
Queue

flock-locality-oh

Recursion Depth
2
Research Status

queued

Root Target Id

starintel:investigation-target:flock-national

Selected From
  • starintel:investigation-target:flock-state:oh

Geospatial

City

Liberty Township

Country

United States

Country Code

US

County

Trumbull County

Jurisdiction

Liberty Township, Trumbull County, Ohio

State

Ohio

Extensions

Starintel.Atlas Seed
Agency

Liberty Township Police Department

Aos Number

AOS011705

Atlas Summary

The Liberty Township Police Department purchased six Flock Safety automated license plate readers in 2022.

City

Liberty Township

County

Trumbull County

Ori9

OH0780300ALPR

State Code

OH

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:aos011705:locality",
  "assessment": {
    "confidence": 0.82,
    "priority": 0.72
  },
  "data": {
    "actor": "starintel-auto-dig",
    "breadth": 10,
    "depth": 2,
    "max_depth": 3,
    "objectives": [
      "Find contracts, purchase orders, grants, renewals, prices, and resellers",
      "Identify officials, administrators, records staff, vendor personnel, and lobbyists",
      "Obtain policy, retention, sharing, user rosters, audits, misuse investigations, and termination records"
    ],
    "priority": 0.72,
    "query": "\"Liberty Township Police Department\" \"Flock Safety\" contract purchase council policy audit lobbyist",
    "required_dtypes": [
      "org",
      "person",
      "relation",
      "contract",
      "procurement",
      "lobbying-filing",
      "policy",
      "event",
      "analysis",
      "investigation-target"
    ],
    "research_question": "Who implemented, funded, approved, administered, audited, renewed, opposed, or terminated Flock Safety at Liberty Township Police Department, and what sharing relationships exist?",
    "scope_type": "locality",
    "score": 0.72,
    "seed_ids": [
      "starintel:investigation-target:flock-state:oh",
      "starintel:org:flock-safety",
      "starintel:source:atlas-of-surveillance-alpr-export-2026-07-25"
    ],
    "selection_reason": [
      "The Liberty Township Police Department purchased six Flock Safety automated license plate readers in 2022."
    ],
    "status": "queued",
    "target": "Liberty Township Police Department Flock Safety implementation",
    "target_type": "local-government-or-law-enforcement-implementation"
  },
  "dataset": "flock-safety-national-state-locality-seed-2026-07-25",
  "date_added": "2026-07-25T17:58:54-04:00",
  "date_updated": "2026-07-25T17:58:54-04:00",
  "dtype": "investigation-target",
  "evidence": [],
  "extensions": {
    "starintel.atlas_seed": {
      "agency": "Liberty Township Police Department",
      "aos_number": "AOS011705",
      "atlas_summary": "The Liberty Township Police Department purchased six Flock Safety automated license plate readers in 2022.",
      "city": "Liberty Township",
      "county": "Trumbull County",
      "ori9": "OH0780300ALPR",
      "state_code": "OH"
    }
  },
  "geospatial": {
    "city": "Liberty Township",
    "country": "United States",
    "country_code": "US",
    "county": "Trumbull County",
    "jurisdiction": "Liberty Township, Trumbull County, Ohio",
    "state": "Ohio"
  },
  "handling": {
    "pii": false,
    "sensitive": false,
    "visibility": "public"
  },
  "related_ids": [
    "starintel:investigation-target:flock-state:oh",
    "starintel:org:flock-safety",
    "starintel:source:atlas-of-surveillance-alpr-export-2026-07-25"
  ],
  "schema_version": "0.9.0",
  "sources": [
    {
      "kind": "web",
      "name": "Atlas of Surveillance ALPR search",
      "publisher": "Electronic Frontier Foundation",
      "title": "Atlas of Surveillance ALPR search",
      "uri": "https://www.atlasofsurveillance.org/search?sort=state_asc&technologies=automated-license-plate-readers",
      "url": "https://www.atlasofsurveillance.org/search?sort=state_asc&technologies=automated-license-plate-readers"
    },
    {
      "kind": "web",
      "name": "Tribune Chronicle",
      "title": "Tribune Chronicle",
      "uri": "https://www.tribtoday.com/news/local-news/2022/06/liberty-adding-license-plate-readers/",
      "url": "https://www.tribtoday.com/news/local-news/2022/06/liberty-adding-license-plate-readers/"
    }
  ],
  "summary": "Locality recursion target for Liberty Township Police Department in Liberty Township, Trumbull County, Ohio.",
  "title": "Investigate Liberty Township Police Department Flock implementation",
  "verification": {
    "status": "atlas-indexed-lead",
    "verified": false
  },
  "version": 1,
  "workflow": {
    "max_depth": 3,
    "priority": 0.72,
    "queue": "flock-locality-oh",
    "recursion_depth": 2,
    "research_status": "queued",
    "root_target_id": "starintel:investigation-target:flock-national",
    "selected_from": [
      "starintel:investigation-target:flock-state:oh"
    ]
  }
}