StarIntel GPT Auto Dig
← Flock Safety

Investigate Los Angeles County Sheriff's Department - Walnut-Diamond Bar Station Flock implementation

investigation-targetatlas-indexed-leadconfidence 0.82schema 0.9.0

Locality recursion target for Los Angeles County Sheriff's Department - Walnut-Diamond Bar Station in Walnut, Los Angeles County, California.

Metadata

StarIntel IDstarintel:investigation-target:aos008735: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

"Los Angeles County Sheriff's Department - Walnut-Diamond Bar Station" "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 Los Angeles County Sheriff's Department - Walnut-Diamond Bar Station, and what sharing relationships exist?

Scope Type

locality

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

  • starintel:org:flock-safety

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

Selection Reason
  • The City of Walnut installed Flock Safety automated license plate readers. Only the city administrator and the Los Angeles County Sheriff's Department can access the data.

Status

queued

Target

Los Angeles County Sheriff's Department - Walnut-Diamond Bar Station 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-ca

Recursion Depth
2
Research Status

queued

Root Target Id

starintel:investigation-target:flock-national

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

Geospatial

City

Walnut

Country

United States

Country Code

US

County

Los Angeles County

Jurisdiction

Walnut, Los Angeles County, California

State

California

Extensions

Starintel.Atlas Seed
Agency

Los Angeles County Sheriff's Department - Walnut-Diamond Bar Station

Aos Number

AOS008735

Atlas Summary

The City of Walnut installed Flock Safety automated license plate readers. Only the city administrator and the Los Angeles County Sheriff's Department can access the data.

City

Walnut

County

Los Angeles County

Ori9

XX0000872ALPR

State Code

CA

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:aos008735: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": "\"Los Angeles County Sheriff's Department - Walnut-Diamond Bar Station\" \"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 Los Angeles County Sheriff's Department - Walnut-Diamond Bar Station, and what sharing relationships exist?",
    "scope_type": "locality",
    "score": 0.72,
    "seed_ids": [
      "starintel:investigation-target:flock-state:ca",
      "starintel:org:flock-safety",
      "starintel:source:atlas-of-surveillance-alpr-export-2026-07-25"
    ],
    "selection_reason": [
      "The City of Walnut installed Flock Safety automated license plate readers. Only the city administrator and the Los Angeles County Sheriff's Department can access the data."
    ],
    "status": "queued",
    "target": "Los Angeles County Sheriff's Department - Walnut-Diamond Bar Station 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": "Los Angeles County Sheriff's Department - Walnut-Diamond Bar Station",
      "aos_number": "AOS008735",
      "atlas_summary": "The City of Walnut installed Flock Safety automated license plate readers. Only the city administrator and the Los Angeles County Sheriff's Department can access the data.",
      "city": "Walnut",
      "county": "Los Angeles County",
      "ori9": "XX0000872ALPR",
      "state_code": "CA"
    }
  },
  "geospatial": {
    "city": "Walnut",
    "country": "United States",
    "country_code": "US",
    "county": "Los Angeles County",
    "jurisdiction": "Walnut, Los Angeles County, California",
    "state": "California"
  },
  "handling": {
    "pii": false,
    "sensitive": false,
    "visibility": "public"
  },
  "related_ids": [
    "starintel:investigation-target:flock-state:ca",
    "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": "City of Walnut",
      "title": "City of Walnut",
      "uri": "https://www.cityofwalnut.org/home/showpublisheddocument?id=15639",
      "url": "https://www.cityofwalnut.org/home/showpublisheddocument?id=15639"
    }
  ],
  "summary": "Locality recursion target for Los Angeles County Sheriff's Department - Walnut-Diamond Bar Station in Walnut, Los Angeles County, California.",
  "title": "Investigate Los Angeles County Sheriff's Department - Walnut-Diamond Bar Station Flock implementation",
  "verification": {
    "status": "atlas-indexed-lead",
    "verified": false
  },
  "version": 1,
  "workflow": {
    "max_depth": 3,
    "priority": 0.72,
    "queue": "flock-locality-ca",
    "recursion_depth": 2,
    "research_status": "queued",
    "root_target_id": "starintel:investigation-target:flock-national",
    "selected_from": [
      "starintel:investigation-target:flock-state:ca"
    ]
  }
}