{"schema_version":"0.10.0","id":"LR-2026-0852","record_version":2,"title":"Autonomous Grab shuttle nearly collides with girl in Punggol","verification":{"human_verified":false,"method":"automated_gate","auto_verified":true,"score":43.8,"score_breakdown":{"source_authority":12.1,"independent_corroboration":7.0,"implicated_party_confirmed":0.0,"citation_integrity":14.0,"specificity":0.0,"completeness":3.52,"unhedged_language":5.0},"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":"2026-11-06","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":true,"disputed":false,"rules_version":"evidence-2026-10-29.1","computed_at":"2026-11-06","history":[{"date":"2026-11-06","from_level":null,"to_level":"preliminary","reason":"Publisher not yet named · subject to change"}]},"sources_hash":"583602f1a2abd04af351cd9f4ef5fba01766f4670cac08b1915cfc7cded05444"},"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":null,"date_disclosed":"2026-11-06","incident_class":"operational_error","failure_class":null,"agent_involved":true,"secondary_failure_classes":[],"trigger":"unknown","duration":null,"detection_method":"victim","summary":"An autonomous shuttle operated by Grab and WeRide seemingly failed to detect a child at a pedestrian crossing in Punggol while turning.","tags":[],"date_detected":null,"near_miss":true,"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":"negligible","severity_because":"negligible, because no effect beyond the system itself; nothing left changed: A collision was avoided and no injury or loss is reported.","harm_class":["none_materialised"],"affected_description":"A young girl who was about to cross at a pedestrian light","protected_class_involved":null,"data_categories_exposed":[],"loss_range_usd":null,"reversibility":null,"downstream_exposure_count":null},"evidence":{"sources":[{"url":"https://www.stomp.sg/singapore-seen/autonomous-shuttle-nearly-collides-girl-punggol-grab-reviewing-incident","publisher":"Stomp Singapore","date":"2026-11-06","type":"press","title":"Autonomous shuttle nearly collides with girl in Punggol, Grab reviewing incident","archived_url":null,"attachment":"first_report"}],"per_field_confidence":{"system.developer":"D","system.autonomy_level":"D","system.deployment_context":"D","event.near_miss":"C","event.agent_involved":"C","event.incident_class":"D","event.detection_method":"D","event.summary":"D","event.date_disclosed":"D","event.trigger":"D","impact.harm_class":"D","impact.affected_description":"C","impact.severity":"D","context.denominator_available":"D","context.country":"D","impact.severity_because":"D"},"field_citations":{"event.near_miss":[{"source_index":0,"quote":"A young girl who was about to cross while the green man was on thankfully managed to step back in time, avoiding a collision."}],"event.agent_involved":[{"source_index":0,"quote":"If you happen to come across any Grab autonomous (AI-driven) vehicles, please stay alert and exercise extra caution, even when you have the green light and the right of way."}],"event.incident_class":[{"source_index":0,"quote":"Unfortunately, the autonomous shuttle — operated by Grab and WeRide — seemingly fails to detect the child and continues on its way, despite slowing down slightly while turning."}],"event.detection_method":[{"source_index":0,"quote":"He added that he had called the hotline printed on the back of the vehicle and was told that the company is aware of the incident and is looking into it."}],"impact.harm_class":[{"source_index":0,"quote":"A young girl who was about to cross while the green man was on thankfully managed to step back in time, avoiding a collision."}],"impact.affected_description":[{"source_index":0,"quote":"A young girl who was about to cross while the green man was on thankfully managed to step back in time, avoiding a collision."}],"event.summary":[{"source_index":0,"quote":"Unfortunately, the autonomous shuttle — operated by Grab and WeRide — seemingly fails to detect the child and continues on its way, despite slowing down slightly while turning."}],"impact.severity":[{"source_index":0,"quote":"A young girl who was about to cross while the green man was on thankfully managed to step back in time, avoiding a collision."}],"impact.severity_because":[{"source_index":0,"quote":"A young girl who was about to cross while the green man was on thankfully managed to step back in time, avoiding a collision."}]},"notes_on_gaps":"Trigger omitted: no source states a cause. Root cause not written: no source names what failed; review is ongoing. Detection_method 'victim' is a judgement: the passer-by driver was a witness, not the affected pedestrian, and the source does not say who first noticed, so this may better be unknown; the dashcam driver was the first noticer stated. Failure_class not written: the sources state no mechanism matching the list. Year of occurrence taken from the publication date. Country SG inferred from place names. Tools, permissions, autonomy level, guardrails, model and version not stated. Severity negligible rests on no stated injury; the shuttle's detection failure is described as 'seemingly'. event.date_occurred: a source described it but did not state it; left null. system.tier: not set; no operator named and deployment_context is not a lab's. [aggregated by claude-sonnet-5-5, aggregate-2026-09-27.1, 2026-11-06] system.developer: no source names the developer. system.autonomy_level: no source states the arrangement. system.deployment_context: no source states where it ran. event.incident_class: A plain failure to detect with no adversary named and no goal-directed element; the system acted unintentionally.. event.detection_method: classified from described behaviour. event.summary: classified from described behaviour. event.date_disclosed: the date the source's feed lists; no sentence in the article we hold states it. event.trigger: no source states a cause. impact.harm_class: The chunk states a collision was avoided and no injury or loss is reported.. context.denominator_available: no denominator is available for this incident. context.country: no source states the operator's location."},"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":"An autonomous shuttle operated by Grab and WeRide was making a left turn at a Punggol junction at about 8.11am on Nov 5. Tools and permissions are not stated.","quote":"Stomper Faris Kamsani was driving along Punggol Field Walk at about 8.11am on Nov 5 when he spotted an autonomous vehicle in front making a turn at a traffic junction.","source_index":0,"grade":"C"},{"step":"went_wrong","text":"The shuttle seemingly failed to detect a child at a crossing and kept driving while turning. The specific rule breached is not named.","quote":"Unfortunately, the autonomous shuttle — operated by Grab and WeRide — seemingly fails to detect the child and continues on its way, despite slowing down slightly while turning.","source_index":0,"grade":"C"},{"step":"reached","text":"A young girl about to cross was nearly struck but stepped back in time. The scope was one pedestrian near-miss at one junction.","quote":"A young girl who was about to cross while the green man was on thankfully managed to step back in time, avoiding a collision.","source_index":0,"grade":"C"},{"step":"caught","text":"A driver behind the shuttle, Faris Kamsani, noticed it and recorded dashcam footage. He then called the hotline on the vehicle.","quote":"Dashcam footage shared with Stomp shows the vehicle’s left signal light blinking as it makes a left turn, at a junction where a woman and a child are waiting to cross.","source_index":0,"grade":"C"},{"step":"done","text":"No containment or control change is stated. Grab says it is reviewing the incident with the LTA and WeRide.","quote":"We are aware of this incident and are closely reviewing it together with the Land Transport Authority (LTA) and our partner WeRide.","source_index":0,"grade":"C"}],"model":"claude-sonnet-5-5","prompt_version":"aggregate-2026-09-27.1","extracted_at":"2026-11-06","source_urls":["https://www.stomp.sg/singapore-seen/autonomous-shuttle-nearly-collides-girl-punggol-grab-reviewing-incident"]}}