StarIntel GPT Auto Dig
← Flock Safety

Investigate Lamar University Police Department Flock implementation

investigation-targetatlas-indexed-leadconfidence 0.82schema 0.9.0

Locality recursion target for Lamar University Police Department in Beaumont, Jefferson County, Texas.

Metadata

StarIntel IDstarintel:investigation-target:aos015934: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

"Lamar University 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 Lamar University Police Department, and what sharing relationships exist?

Scope Type

locality

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

  • starintel:org:flock-safety

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

Selection Reason
  • The Lamar University Police Department uses Flock Safety automated license plate readers, according to data obtained in July 2025.

Status

queued

Target

Lamar University 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-tx

Recursion Depth
2
Research Status

queued

Root Target Id

starintel:investigation-target:flock-national

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

Geospatial

City

Beaumont

Country

United States

Country Code

US

County

Jefferson County

Jurisdiction

Beaumont, Jefferson County, Texas

State

Texas

Extensions

Starintel.Atlas Seed
Agency

Lamar University Police Department

Aos Number

AOS015934

Atlas Summary

The Lamar University Police Department uses Flock Safety automated license plate readers, according to data obtained in July 2025.

City

Beaumont

County

Jefferson County

Ori9

TX1231000ALPR

State Code

TX

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:aos015934: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": "\"Lamar University 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 Lamar University Police Department, and what sharing relationships exist?",
    "scope_type": "locality",
    "score": 0.72,
    "seed_ids": [
      "starintel:investigation-target:flock-state:tx",
      "starintel:org:flock-safety",
      "starintel:source:atlas-of-surveillance-alpr-export-2026-07-25"
    ],
    "selection_reason": [
      "The Lamar University Police Department uses Flock Safety automated license plate readers, according to data obtained in July 2025."
    ],
    "status": "queued",
    "target": "Lamar University 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": "Lamar University Police Department",
      "aos_number": "AOS015934",
      "atlas_summary": "The Lamar University Police Department uses Flock Safety automated license plate readers, according to data obtained in July 2025.",
      "city": "Beaumont",
      "county": "Jefferson County",
      "ori9": "TX1231000ALPR",
      "state_code": "TX"
    }
  },
  "geospatial": {
    "city": "Beaumont",
    "country": "United States",
    "country_code": "US",
    "county": "Jefferson County",
    "jurisdiction": "Beaumont, Jefferson County, Texas",
    "state": "Texas"
  },
  "handling": {
    "pii": false,
    "sensitive": false,
    "visibility": "public"
  },
  "related_ids": [
    "starintel:investigation-target:flock-state:tx",
    "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": "Muckrock",
      "title": "Muckrock",
      "uri": "https://www.muckrock.com/foi/johnson-county-2662/texas-public-records-act-request-flock-safety-search-audits-network-sharing-and-general-order-johnson-county-sheriff-189749/#files",
      "url": "https://www.muckrock.com/foi/johnson-county-2662/texas-public-records-act-request-flock-safety-search-audits-network-sharing-and-general-order-johnson-county-sheriff-189749/#files"
    }
  ],
  "summary": "Locality recursion target for Lamar University Police Department in Beaumont, Jefferson County, Texas.",
  "title": "Investigate Lamar University Police Department Flock implementation",
  "verification": {
    "status": "atlas-indexed-lead",
    "verified": false
  },
  "version": 1,
  "workflow": {
    "max_depth": 3,
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    "queue": "flock-locality-tx",
    "recursion_depth": 2,
    "research_status": "queued",
    "root_target_id": "starintel:investigation-target:flock-national",
    "selected_from": [
      "starintel:investigation-target:flock-state:tx"
    ]
  }
}