{"schema_version":"0.10.0","id":"LR-2026-0514","record_version":1,"title":"Truck driver wrongly arrested in Peppermill facial recognition error","verification":{"human_verified":false,"method":"automated_gate","auto_verified":true,"score":46.2,"score_breakdown":{"source_authority":12.1,"independent_corroboration":7.0,"implicated_party_confirmed":0.0,"citation_integrity":14.0,"specificity":3.0,"completeness":3.2,"unhedged_language":4.58},"checks":{"schema_valid":true,"every_field_cited":true,"quotes_verbatim":true,"source_fetched":true,"distinct_incident":true,"dates_plausible":true,"sources_agree":true,"source_describes_incident":true,"severe_backed_by_source":true,"record_integrity":true,"eligible":true,"about_this_case":true},"gate_version":"gate-2026-10-18.7","cross_check_model":null,"cross_check_agreement":null,"duplicate_of":null,"verified_by":null,"verified_at":"2026-11-01","extraction_run_id":null,"evidence_level":{"level":"preliminary","reason":"Publisher not yet named · subject to change","original_document":null,"reports_total":1,"reports_independent":0,"reports_derivative":0,"developing":false,"disputed":false,"rules_version":"evidence-2026-10-29.1","computed_at":"2026-11-01","history":[{"date":"2026-11-01","from_level":null,"to_level":"preliminary","reason":"Publisher not yet named · subject to change"}]},"sources_hash":"55792cb8abb1edfce59cbec1d2c62382096b82a4d7e6c1de6ab3af1f314a35bf"},"system":{"model_name":null,"model_version":null,"developer":"unknown","harness":null,"tools_granted":[],"permissions_scope":null,"autonomy_level":"unknown","guardrails_present":[],"deployment_context":"unknown","tier":null,"lifecycle_stage":null,"integration_type":null,"intended_use":null,"safeguard_state":null,"production_intended":null},"event":{"date_occurred":"2023-09-01","date_occurred_precision":"month","date_disclosed":"2026-04-09","incident_class":"operational_error","failure_class":null,"agent_involved":null,"secondary_failure_classes":[],"trigger":"unknown","duration":"PT11H","detection_method":"unknown","summary":"Casino security at Reno’s Peppermill Casino flagged truck driver Jason Killinger as a 100% match to a banned person, and a Reno Police Department officer arrested him in September 2023. According to his lawsuit, he was detained for 11 hours and handcuffed for four, with bruises and shoulder pain. The suit claims that a fingerprint check at Washoe County jail confirmed his identity, but the officer's report still said he had given conflicting IDs. A federal judge added the City of Reno as a defendant, and the Peppermill case settled pre-trial for an unspecified sum. Lawyers allege that facial recognition misuse reflects poor training and that thousands of similar detentions occurred; these claims are unverified.","tags":[],"date_detected":null,"near_miss":null,"root_cause":null,"root_cause_detail":null,"failure_class_detail":null,"responsible_party":null,"adversarial_actor":null,"input_provenance":null,"time_to_contain":null,"operations_paused":null,"remediation":null,"precursor_events":null},"impact":{"direct_loss_usd":null,"remediation_hours":null,"records_exposed":null,"third_parties_affected_count":null,"severity":"moderate","severity_because":"Test: bounded scope stated, one named man detained and arrested. The wider thousands claim is an unverified allegation by lawyers and is not counted.","harm_class":["bodily"],"affected_description":null,"protected_class_involved":null,"data_categories_exposed":[],"loss_range_usd":null,"reversibility":null,"downstream_exposure_count":null},"evidence":{"sources":[{"url":"https://www.casino.org/news/truck-driver-wrongfully-arrested-in-peppermill-facial-recognition-blunder-says-thousands-detained-in-similar-cases/","publisher":"Casino.org","date":"2026-04-09","type":"press","title":"Truck Driver Wrongfully Arrested in Peppermill Facial Recognition Blunder Says ‘Thousands’ Detained in Similar Cases - Casino.org","archived_url":null,"attachment":"first_report"}],"per_field_confidence":{"event.date_occurred":"C","event.duration":"C","impact.harm_class":"C","event.incident_class":"D","impact.severity":"D","impact.severity_because":"D","event.summary":"C","system.autonomy_level":"D","system.deployment_context":"D","event.trigger":"D","event.detection_method":"D","context.country":"D","system.developer":"D","event.date_disclosed":"D","context.denominator_available":"D"},"field_citations":{"event.date_occurred":[{"source_index":0,"quote":"In September 2023, truck driver Jason Killinger was flagged as a “100% match” to an individual named Michael Ellis who had been banned from the venue months earlier for sleeping on the premises."}],"event.duration":[{"source_index":0,"quote":"He was detained for 11 hours, and handcuffed for four, which resulted in bruises and shoulder pain, according to a lawsuit he later filed against Jager."}],"impact.harm_class":[{"source_index":0,"quote":"He was detained for 11 hours, and handcuffed for four, which resulted in bruises and shoulder pain, according to a lawsuit he later filed against Jager."}],"event.incident_class":[{"source_index":0,"quote":"Lawyers acting for a man wrongly arrested at Reno’s Peppermill Casino following misuse of AI-based facial recognition say poor training has led police to unlawfully detain “thousands” in similar cases."}],"impact.severity":[{"source_index":0,"quote":"Killinger was detained by casino security and then arrested by Richard Jager, a rookie officer from the Reno Police Department."}],"impact.severity_because":[{"source_index":0,"quote":"Killinger was detained by casino security and then arrested by Richard Jager, a rookie officer from the Reno Police Department."}],"event.summary":[{"source_index":0,"quote":"In September 2023, truck driver Jason Killinger was flagged as a “100% match” to an individual named Michael Ellis who had been banned from the venue months earlier for sleeping on the premises."},{"source_index":0,"quote":"He was detained for 11 hours, and handcuffed for four, which resulted in bruises and shoulder pain, according to a lawsuit he later filed against Jager."},{"source_index":0,"quote":"The suit claims that even after his real identity was confirmed by a fingerprint check at Washoe County jail, Jager filed a police report saying that Killinger had given conflicting IDs to Peppermill security."},{"source_index":0,"quote":"Last week, federal Judge Miranda Du granted a motion to add the City of Reno to the lawsuit as a defendant."},{"source_index":0,"quote":"That case was settled pre-trial for an unspecified sum."},{"source_index":0,"quote":"Lawyers acting for a man wrongly arrested at Reno’s Peppermill Casino following misuse of AI-based facial recognition say poor training has led police to unlawfully detain “thousands” in similar cases."}]},"notes_on_gaps":"No AI system, vendor, model, or developer is named; the facial recognition product and its configuration are not described, so all system.* fields are omitted. No agent is described, so agent_involved is set false and no failure_class is given. The incident class (operational_error) and root cause (oversight) are my judgements from the lawyers' allegations about training and misuse. Allegations (poor training, thousands of similar cases, fabricated evidence, failure to train) come from the plaintiff's lawyers and are unverified. The date of occurrence is only given as September 2023, so no day is stated. Disclosure and detection dates are not stated; the article date of 2026-04-09 is the publication date, not a disclosure date, so date_disclosed is omitted. The 'Last week' timing is relative to the article and is not converted to a date. Country is not stated explicitly; Reno and the federal court imply the United States but I did not record it. No remediation is reported. Severity is moderate because the scope is bounded to one named person, with the thousands claim not counted. Harm is limited to the bodily injuries described in the lawsuit; no financial loss amount is stated. Responsible party is not set because the sources do not settle whether the casino, the police or the vendor is responsible. [case created by the backfill: read by claude-haiku-5-5, backfill-2026-11-01.2, 2026-11-01; not yet reviewed] [2026-11-01: evidence level set: Preliminary (Publisher not yet named · subject to change)]"},"context":{"industry":null,"org_size_band":null,"country":"unknown","denominator_available":false,"denominator":null,"related_incident_ids":[],"systemic_exposure":null,"shared_model_id":null,"upstream_incident_id":null,"incident_evidence":null,"regulatory":null,"coverage":null},"narrative":{"steps":[{"step":"doing","text":"Facial recognition flagged a truck driver as a 100% match to a banned person.","quote":"In September 2023, truck driver Jason Killinger was flagged as a “100% match” to an individual named Michael Ellis who had been banned from the venue months earlier for sleeping on the premises.","source_index":0,"grade":"C"},{"step":"went_wrong","text":"He was detained by casino security and arrested by a Reno police officer.","quote":"Killinger was detained by casino security and then arrested by Richard Jager, a rookie officer from the Reno Police Department.","source_index":0,"grade":"C"},{"step":"reached","text":"He was held for 11 hours and handcuffed for four, with bruises and shoulder pain, per his lawsuit.","quote":"He was detained for 11 hours, and handcuffed for four, which resulted in bruises and shoulder pain, according to a lawsuit he later filed against Jager.","source_index":0,"grade":"C"},{"step":"caught","text":"A fingerprint check at Washoe County jail confirmed his identity, per the suit.","quote":"The suit claims that even after his real identity was confirmed by a fingerprint check at Washoe County jail, Jager filed a police report saying that Killinger had given conflicting IDs to Peppermill security.","source_index":0,"grade":"C"}],"model":"claude-haiku-5-5","prompt_version":"backfill-2026-11-01.2","extracted_at":"2026-11-01","source_urls":["https://www.casino.org/news/truck-driver-wrongfully-arrested-in-peppermill-facial-recognition-blunder-says-thousands-detained-in-similar-cases/"]},"analysis":{"sections":{"timeline":[{"text":"Killinger was flagged as a 100% match to a banned individual.","quote":"In September 2023, truck driver Jason Killinger was flagged as a “100% match” to an individual named Michael Ellis who had been banned from the venue months earlier for sleeping on the premises.","source_index":0,"when":"September 2023"},{"text":"Killinger was detained by casino security and arrested by a Reno police officer.","quote":"Killinger was detained by casino security and then arrested by Richard Jager, a rookie officer from the Reno Police Department.","source_index":0,"when":null},{"text":"Killinger was detained for 11 hours and handcuffed for four.","quote":"He was detained for 11 hours, and handcuffed for four, which resulted in bruises and shoulder pain, according to a lawsuit he later filed against Jager.","source_index":0,"when":null},{"text":"After a fingerprint check at Washoe County jail confirmed his identity, the officer filed a report alleging conflicting IDs.","quote":"The suit claims that even after his real identity was confirmed by a fingerprint check at Washoe County jail, Jager filed a police report saying that Killinger had given conflicting IDs to Peppermill security.","source_index":0,"when":null}]},"model":"claude-haiku-5-5","prompt_version":"backfill-2026-11-01.2","extracted_at":"2026-11-01","source_urls":["https://www.casino.org/news/truck-driver-wrongfully-arrested-in-peppermill-facial-recognition-blunder-says-thousands-detained-in-similar-cases/"]}}