[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$apiParty6fBuHLCPZ1LTYs42XHdVbjpSDOYYPYzyxeAGwSN5Tp8":3,"$apiPartyfd3UchufgjK4G3qx7FHFFdsR0SayX2mmrEfm4FFdFDs":563,"$apiPartyfd3UchufgjK4G3qx7FHFFdsR0SayX2mmrEfm4FFdFDs$H93EERW16b":563},{"product_data":4,"scene_data":21,"task_data":407,"modality_data":441,"domain_data":478},[5,9,12,15,18],{"name":6,"value":7,"add_value":8,"describe":8},"Rivo","1","",{"name":10,"value":11,"add_value":8,"describe":8},"Cubo","2",{"name":13,"value":14,"add_value":8,"describe":8},"Moye","3",{"name":16,"value":17,"add_value":8,"describe":8},"Juro","4",{"name":19,"value":20,"add_value":8,"describe":8},"Ordo","5",[22,73,135,197,232,267,302,337,372],{"name":23,"value":7,"add_value":24,"describe":25,"children":26},"Home & Indoor","sofa","AI enhances everyday home life. Our datasets cover real indoor scenes to support smart devices, robotics, and home intelligence.",[27,29,31,33,35,37,40,43,46,49,52,55,58,61,64,67,70],{"name":28,"value":7},"Living Room",{"name":30,"value":11},"Bedroom",{"name":32,"value":14},"Kitchen",{"name":34,"value":17},"Dining Area",{"name":36,"value":20},"Bathroom",{"name":38,"value":39},"Entrance \u002F Foyer","6",{"name":41,"value":42},"Corridor \u002F Hallway","7",{"name":44,"value":45},"Staircase","8",{"name":47,"value":48},"Home Office","9",{"name":50,"value":51},"Hobby \u002F Game Room","10",{"name":53,"value":54},"Worship Space","11",{"name":56,"value":57},"Garage","12",{"name":59,"value":60},"Utility \u002F Laundry Room","13",{"name":62,"value":63},"Pantry","14",{"name":65,"value":66},"Basement","15",{"name":68,"value":69},"Garden","16",{"name":71,"value":72},"Balcony","17",{"name":74,"value":11,"add_value":75,"describe":76,"children":77},"Office & Educational","workshop","AI is reshaping work and learning. Our datasets capture offices and classrooms to power automation and next-generation productivity tools.",[78,81,84,87,90,93,96,99,102,105,108,111,114,117,120,123,126,129,132],{"name":79,"value":80},"Open Office","18",{"name":82,"value":83},"Private Office","19",{"name":85,"value":86},"Co-working Space","20",{"name":88,"value":89},"Reception \u002F Lobby","21",{"name":91,"value":92},"Conference Room","22",{"name":94,"value":95},"Huddle Room \u002F Booth","23",{"name":97,"value":98},"Lecture Hall \u002F Auditorium","24",{"name":100,"value":101},"Classroom","25",{"name":103,"value":104},"Science Laboratory","26",{"name":106,"value":107},"Library","27",{"name":109,"value":110},"Design Studio","28",{"name":112,"value":113},"Pantry \u002F Breakroom","29",{"name":115,"value":116},"Cafeteria \u002F Canteen","30",{"name":118,"value":119},"Restroom (Commercial)","31",{"name":121,"value":122},"Gymnasium \u002F Sports Hall","32",{"name":124,"value":125},"Server Room","33",{"name":127,"value":128},"Mailroom \u002F Logistics","34",{"name":130,"value":131},"Janitorial Closet","35",{"name":133,"value":134},"Corridor \u002F Elevators","36",{"name":136,"value":14,"add_value":137,"describe":138,"children":139},"Healthcare & Medical","love-and-help","AI is advancing modern healthcare. Our datasets include clinics and hospitals to enable clinical insights and medical automation.",[140,143,146,149,152,155,158,161,164,167,170,173,176,179,182,185,188,191,194],{"name":141,"value":142},"Operating Theatre \u002F OR","37",{"name":144,"value":145},"Consultation Room","38",{"name":147,"value":148},"Treatment Room","39",{"name":150,"value":151},"Dental Clinic","40",{"name":153,"value":154},"Inpatient Ward","41",{"name":156,"value":157},"Nurse Station","42",{"name":159,"value":160},"ICU","43",{"name":162,"value":163},"NICU (Neonatal ICU)","44",{"name":165,"value":166},"Emergency Room (ER)","45",{"name":168,"value":169},"Hospital Corridor","46",{"name":171,"value":172},"Waiting Area","47",{"name":174,"value":175},"CT\u002FMRI","48",{"name":177,"value":178},"Medical Laboratory","49",{"name":180,"value":181},"Phlebotomy Room","50",{"name":183,"value":184},"Rehabilitation Gym","51",{"name":186,"value":187},"Assisted Living Room","52",{"name":189,"value":190},"Pharmacy","53",{"name":192,"value":193},"Sterile Processing Dept","54",{"name":195,"value":196},"Medical Storage","55",{"name":198,"value":17,"add_value":199,"describe":200,"children":201},"Business & Public Service","business","AI is elevating commercial and public services. Our datasets span retail, dining, and service centers to improve intelligent operations.",[202,205,208,211,214,217,220,223,226,229],{"name":203,"value":204},"Shopping Mall Atrium","86",{"name":206,"value":207},"Supermarket Shelf","87",{"name":209,"value":210},"Self-Checkout Counter","88",{"name":212,"value":213},"Restaurant Dining Hall","89",{"name":215,"value":216},"Commercial Kitchen","90",{"name":218,"value":219},"Hotel Lobby","91",{"name":221,"value":222},"Subway Platform","92",{"name":224,"value":225},"Security Checkpoint","93",{"name":227,"value":228},"Underground Parking","94",{"name":230,"value":231},"Bank Teller Zone","95",{"name":233,"value":20,"add_value":234,"describe":235,"children":236},"Industrial & Manufacturing","robot-arm","AI is modernizing industry. Our datasets capture factories and logistics spaces to support robotics and intelligent manufacturing.",[237,240,243,246,249,252,255,258,261,264],{"name":238,"value":239},"Final Assembly Line","96",{"name":241,"value":242},"Quality Control Station","97",{"name":244,"value":245},"Robotic Welding Cell","98",{"name":247,"value":248},"CNC Machining Center","99",{"name":250,"value":251},"Cleanroom","100",{"name":253,"value":254},"Automated Warehouse","101",{"name":256,"value":257},"Loading Dock","102",{"name":259,"value":260},"Sorting Center","103",{"name":262,"value":263},"Chemical Plant","104",{"name":265,"value":266},"Power Substation","105",{"name":268,"value":39,"add_value":269,"describe":270,"children":271},"Transportation & Driving","car","AI is revolutionizing mobility. Our datasets capture road networks, vehicle dynamics and traffic scenarios to support autonomous driving and intelligent transportation systems.",[272,275,278,281,284,287,290,293,296,299],{"name":273,"value":274},"Urban Intersection","56",{"name":276,"value":277},"Highway \u002F Expressway","57",{"name":279,"value":280},"Tunnel","58",{"name":282,"value":283},"Roundabout","59",{"name":285,"value":286},"School \u002F Hospital Zone","60",{"name":288,"value":289},"Toll Station","61",{"name":291,"value":292},"Construction Zone","62",{"name":294,"value":295},"Parking Garage","63",{"name":297,"value":298},"Driver Cabin","64",{"name":300,"value":301},"Adverse Weather","65",{"name":303,"value":42,"add_value":304,"describe":305,"children":306},"Outdoor & Construction","tent-tree","AI is optimizing outdoor operations. Our datasets capture construction sites, open-air work zones and outdoor infrastructure to support smart construction and autonomous outdoor machinery.",[307,310,313,316,319,322,325,328,331,334],{"name":308,"value":309},"Excavation Site","66",{"name":311,"value":312},"Scaffolding Area","67",{"name":314,"value":315},"Material Storage Yard","68",{"name":317,"value":318},"Site Entrance","69",{"name":320,"value":321},"Roadwork Zone","70",{"name":323,"value":324},"Bridge Infrastructure","71",{"name":326,"value":327},"Transmission Line","72",{"name":329,"value":330},"Open-pit Mine","73",{"name":332,"value":333},"Tunneling Site","74",{"name":335,"value":336},"Post-Disaster Rubble","75",{"name":338,"value":45,"add_value":339,"describe":340,"children":341},"Nature, Aerial & Aquatic","global-loop","AI is exploring the natural world. Our datasets capture terrestrial landscapes, aerial vistas and aquatic ecosystems to support environmental monitoring and autonomous exploration systems.",[342,345,348,351,354,357,360,363,366,369],{"name":343,"value":344},"Deep Forest","76",{"name":346,"value":347},"Farmland \u002F Crops","77",{"name":349,"value":350},"River \u002F Lake","78",{"name":352,"value":353},"Open Ocean","79",{"name":355,"value":356},"Underwater Coral Reef","80",{"name":358,"value":359},"Fish Farm","81",{"name":361,"value":362},"Mountain Terrain","82",{"name":364,"value":365},"Urban Low Altitude","83",{"name":367,"value":368},"Fire Scene","84",{"name":370,"value":371},"Desert \u002F Gobi","85",{"name":373,"value":48,"add_value":374,"describe":375,"children":376},"Virtul & Digital","siri","AI is reshaping the virtual realm. Our datasets capture digital twins, virtual environments and simulated spaces to support metaverse development and intelligent digital interaction.",[377,380,383,386,389,392,395,398,401,404],{"name":378,"value":379},"VR Social Space","106",{"name":381,"value":382},"Synthetic Driving Sim","107",{"name":384,"value":385},"Digital Twin City","108",{"name":387,"value":388},"FPS \u002F MOBA Game","109",{"name":390,"value":391},"Robotics Gym","110",{"name":393,"value":394},"AR Navigation","111",{"name":396,"value":397},"Virtual Showroom","112",{"name":399,"value":400},"Code \u002F IDE Interface","113",{"name":402,"value":403},"App GUI Screen","114",{"name":405,"value":406},"Synthetic Face\u002FID","115",[408,411,414,417,420,423,426,429,432,435,438],{"name":409,"value":7,"add_value":410,"describe":8},"Classification","rubric",{"name":412,"value":11,"add_value":413,"describe":8},"Detection","radar",{"name":415,"value":14,"add_value":416,"describe":8},"Segmentation","segmentation",{"name":418,"value":17,"add_value":419,"describe":8},"Tacking","crosshairs",{"name":421,"value":20,"add_value":422,"describe":8},"Estimation","streamline",{"name":424,"value":39,"add_value":425,"describe":8},"QA","qa",{"name":427,"value":42,"add_value":428,"describe":8},"Recognition","finger-scan",{"name":430,"value":45,"add_value":431,"describe":8},"Control","control",{"name":433,"value":48,"add_value":434,"describe":8},"Extraction","extraction",{"name":436,"value":51,"add_value":437,"describe":8},"Retrieval","retrieval",{"name":439,"value":54,"add_value":440,"describe":8},"Forecast","forecast",[442,445,448,451,454,457,460,463,466,469,472,475],{"name":443,"value":7,"add_value":444,"describe":8},"Audio","audio",{"name":446,"value":11,"add_value":447,"describe":8},"Image","image",{"name":449,"value":14,"add_value":450,"describe":8},"Text","text",{"name":452,"value":17,"add_value":453,"describe":8},"Video","video",{"name":455,"value":20,"add_value":456,"describe":8},"Multi","multi",{"name":458,"value":39,"add_value":459,"describe":8},"Document","document",{"name":461,"value":42,"add_value":462,"describe":8},"Time-Series","time-series",{"name":464,"value":45,"add_value":465,"describe":8},"3D cloud","cloud",{"name":467,"value":48,"add_value":468,"describe":8},"Code","code",{"name":470,"value":51,"add_value":471,"describe":8},"Event","event",{"name":473,"value":54,"add_value":474,"describe":8},"Motion","motion",{"name":476,"value":57,"add_value":477,"describe":8},"Interaction","interaction",[479,482,487,491,494,499,504,509,514,519,524,528,532,536,540,544,548,552,556,559],{"id":480,"value":480,"name":233,"intro":481,"add_value":234,"describe":481},2,"智能质检：利用图像识别、多模态模型对产品外观或声音、振动等数据进行分析，自动识别缺陷，提高质量控制效率。\n工业知识问答与文档理解：通过大模型理解和总结技术文档、操作手册，实现快速问答、知识检索和培训支持。\n安全监测与风险预警：实时分析视频、传感器和操作日志，识别潜在危险行为或异常状态，提前预警，保障人员和设备安全。",{"id":483,"value":483,"name":484,"intro":485,"add_value":486,"describe":485},3,"Finance & Insurance","风险评估与预测：分析大量客户数据，评估信用风险、市场风险等，预测违约概率、股价走势等，辅助金融机构决策。\n智能投顾：根据客户风险偏好、资产状况等，提供个性化投资组合建议，实时调整投资策略。\n反欺诈检测：通过分析交易数据、用户行为，识别异常交易和欺诈行为，保障金融安全。","funds",{"id":488,"value":488,"name":489,"intro":490,"add_value":269,"describe":490},1,"Transport & Automotive","智能座舱：打造多模态交互的 AI 座舱，通过语音、手势、面部识别等实现人机交互，如语音控制导航、音乐播放。\n驾驶员状态监测：识别疲劳、分心、抽烟、打电话等行为，通过大模型判断危险等级，触发相应提醒或干预机制。\n智能驾驶：AI 用于环境感知、路径规划与决策控制，使车辆能识别道路、行人、障碍物等，实现自适应巡航、自动泊车、车道保持等功能，提升驾驶安全性与便利性。",{"id":492,"value":492,"name":136,"intro":493,"add_value":137,"describe":493},4,"医学影像诊断：分析 CT、MRI 等影像，辅助医生检测疾病、识别病灶，如 AI 系统可快速发现肺部结节。\n医患对话助手：通过自然语言处理理解患者问题，提供初步健康建议或就诊指导，缓解医生接诊压力。\n智能健康管理：根据用户健康数据，提供个性化健康建议、疾病预警，如智能手环结合 AI 分析用户运动、睡眠、心率等数据。",{"id":495,"value":495,"name":496,"intro":497,"add_value":498,"describe":497},6,"Smart Devices","多模态交互：支持语音、手势、眼神等多种交互方式，如 AI 眼镜可通过语音指令实现翻译、搜索功能。\n智能感知与处理：使设备能感知环境、理解用户需求，如智能音箱根据环境噪音自动调节音量。\n个性化服务：根据用户使用习惯和偏好，提供个性化功能与服务，如智能手表为用户定制运动健身计划。","microscope",{"id":500,"value":500,"name":501,"intro":502,"add_value":503,"describe":502},8,"Law & Government","智能法律问答：面向公众或企业用户，提供合规、劳动法、婚姻继承、知识产权等常见法律问题的智能解答。\n合同审查与风险识别：利用大模型分析合同内容，识别潜在风险条款、漏洞或不合理约定，提升合同审核质量。\n法律知识图谱构建：自动梳理法规、案例、条文之间的引用关系，构建语义化知识图谱，支持智能分析和推理。","hammer",{"id":505,"value":505,"name":506,"intro":507,"add_value":508,"describe":507},7,"Education & Training","个性化学习：根据学生学习进度、能力和知识掌握情况，推送个性化学习内容与练习，如智能辅导系统为学生制定专属学习计划。\n智能教学辅助：AI 助教协助教师进行作业批改、答疑解惑，还可分析教学数据，为教师提供教学反馈，优化教学方法。\n虚拟学习环境：利用 AI 创建虚拟实验、历史场景等，让学生沉浸式学习，如在虚拟化学实验室中进行实验操作。","degree-hat",{"id":510,"value":510,"name":511,"intro":512,"add_value":513,"describe":512},5,"Agriculture & Food","作物病虫害识别与防治：通过图像识别分析农作物叶片、果实等症状，识别病虫害类型，给出防治建议，减少产量损失。\n农产品质量检测：利用图像和传感器数据，识别果蔬等农产品的成熟度、外观缺陷，进行自动分级，提高市场竞争力。\n农情监测与预测：利用卫星遥感、气象和传感器数据，结合大模型预测作物长势、干旱、洪涝等农情变化。","ph-farm",{"id":515,"value":515,"name":516,"intro":517,"add_value":518,"describe":517},9,"Retail & E-commerce","智能客服：通过自然语言对话理解用户需求，提供产品推荐、订单查询、退换货支持等服务，提升客户满意度。\n个性化营销推荐：基于用户浏览、购买、偏好等行为数据，生成个性化推荐内容与优惠策略，提高转化率和客单价。\n商品内容生成：自动撰写商品标题、卖点描述、使用说明等内容，适用于海量SKU的内容生产与多语言发布。","buy",{"id":520,"value":520,"name":521,"intro":522,"add_value":523,"describe":8},10,"Security & Protection",null,"safe-shield-line",{"id":525,"value":525,"name":526,"intro":522,"add_value":527,"describe":8},11,"Environment & Climate","weather",{"id":529,"value":529,"name":530,"intro":522,"add_value":531,"describe":8},12,"Energy & Resource","energy-leaf",{"id":533,"value":533,"name":534,"intro":522,"add_value":535,"describe":8},13,"Express & Logistics","speed-outline",{"id":537,"value":537,"name":538,"intro":522,"add_value":539,"describe":8},15,"Sports","baseball-outline",{"id":541,"value":541,"name":542,"intro":522,"add_value":543,"describe":8},16,"General Data","daily-booth",{"id":545,"value":545,"name":546,"intro":522,"add_value":547,"describe":8},17,"Content & Media","media",{"id":549,"value":549,"name":550,"intro":522,"add_value":551,"describe":8},18,"Construction","construction",{"id":553,"value":553,"name":554,"intro":522,"add_value":555,"describe":8},19,"IT & Telecom","tech",{"id":557,"value":557,"name":558,"intro":522,"add_value":498,"describe":8},20,"Science & Research",{"id":560,"value":560,"name":561,"intro":522,"add_value":562,"describe":8},21,"Language & Culture","lang",{"id":564,"unique_code":565,"title":566,"icon":8,"intro":567,"cate":483,"detail":568,"create_time":569,"update_time":570,"price":571,"view_count":572,"download_count":573,"unit":573,"amount":574,"is_create_order":573,"enterprise_id":488,"seo_keywords":575,"seo_description":576,"data_format":577,"file_size":578,"apply_scene":579,"training_task":580,"version":581,"dataset_type_id":492,"dataset_scene_id":553,"sample_file":582,"banner":8,"unit_name":8,"cate_name":449,"icon_url":8,"banner_url":8,"sample_file_url":8,"data_dict":583,"qa_list":639,"sample_metadatas":656,"text_sample_content":702,"enterprise_name":703,"enterprise_logo":704,"data_distribution":705},1137,"d15b48330557a27cc096c4e64251ff66","5G Core Network Registration Procedure Deductive Reasoning Dataset","Train models to infer the next step and reachable states in 5G core registration from states, messages, and explicit rules.","\u003Cp>Focused on 5G core network registration procedures, each example provides an initial state, observed messages, and explicit process rules, then asks the model to infer state changes, eligible next steps, or conditions that block progress. Examples include a derived conclusion and its reasoning basis, supporting the development and evaluation of rule-following and deductive reasoning in telecommunications protocol scenarios. Use the dataset for reasoning SFT, procedure logic validation, and 5G core network question-answering applications.\u003C\u002Fp>","2026-10-10 20:11:59","2026-10-19 17:19:07","0.00",25,0,5000,"5G core dataset, registration procedure reasoning, deductive reasoning data, 5G registration, telecom protocol QA, reasoning SFT, core network rules, network state inference","Deductive reasoning QA for 5G core registration, covering states, messages, process rules, next steps, and blocking conditions for reasoning SFT.","JSON","0.5GB","5G core network registration, telecom protocol validation, network procedure analysis","deductive reasoning, state transition prediction, protocol rule verification","V1.0","rivo\u002Fsample-packages\u002F83159871-87d3-472b-bd21-75d28779a47d\u002F20261010.zip",[584,589,594,599,604,609,614,619,624,629,634],{"id":573,"name":585,"field":586,"intro":587,"type":588},"File Name","file_name","File name","string",{"id":590,"name":591,"field":592,"intro":593,"type":588},8268,"Reasoning Question","question","Records the question to be answered using the states, messages, and process rules.",{"id":595,"name":596,"field":597,"intro":598,"type":588},8269,"Initial State","initial_state","Records the known core network or registration procedure state at the start of the reasoning task.",{"id":600,"name":601,"field":602,"intro":603,"type":588},8270,"Process Rules","process_rules","Records the explicit rules provided in the prompt for determining state changes, next steps, or blocking conditions.",{"id":605,"name":606,"field":607,"intro":608,"type":588},8271,"Reachable State","reachable_state","Specifies a state reachable under the given rules; may be empty when the question does not involve state inference.",{"id":610,"name":611,"field":612,"intro":613,"type":588},8272,"Reasoning Basis","reasoning_basis","Explains how the conclusion follows from the states, messages, and explicit process rules in the prompt.",{"id":615,"name":616,"field":617,"intro":618,"type":588},8273,"Scenario Context","scenario_context","Describes the scenario and relevant context for this registration procedure reasoning example.",{"id":620,"name":621,"field":622,"intro":623,"type":588},8274,"Observed Messages","observed_messages","Records the registration procedure messages explicitly provided in the prompt and their order.",{"id":625,"name":626,"field":627,"intro":628,"type":588},8275,"Blocking Condition","blocking_condition","Specifies a condition that prevents the procedure from continuing or makes the target state unreachable; may be empty if there is no blocker or the question is unrelated.",{"id":630,"name":631,"field":632,"intro":633,"type":588},8276,"Derived Conclusion","derived_conclusion","Provides the direct answer inferred from the prompt, including a reachable state, next step, or blocking determination.",{"id":635,"name":636,"field":637,"intro":638,"type":588},8277,"Eligible Next Step","applicable_next_step","Specifies a next step whose rule prerequisites are met and that can be executed under the current conditions; may be empty if none applies or the question is unrelated.",[640,644,648,652],{"id":641,"question":642,"answer":643},5998,"What does the dataset contain?","Examples focus on 5G core network registration and include scenario context, an initial state, observed messages, process rules, and a reasoning question. They also provide a conclusion, reachable state, eligible next step, blocking condition, and reasoning basis. Whether an individual field is populated depends on the question.",{"id":645,"question":646,"answer":647},5999,"What capabilities is the dataset designed to train?","The data is suitable for reasoning SFT, helping models derive conclusions from the states, messages, and rules provided in each prompt rather than merely repeat telecommunications terminology. It can also support evaluation of rule application, state inference, and explanation in registration procedure QA.",{"id":649,"question":650,"answer":651},6000,"What are the dataset size and quality specifications?","The available information does not specify the number of examples, file format, or coverage proportions. Check the product listing and delivery documentation before purchase or integration. The schema includes explicit rule and reasoning-basis fields to help verify that conclusions follow from the given conditions.",{"id":653,"question":654,"answer":655},6001,"How can I obtain the data, and what are the licensing terms?","Please refer to the product listing or the provider's delivery and license terms for access methods, available formats, and permitted uses. Before using the data for training, evaluation, or commercial projects, confirm usage rights, redistribution restrictions, and the exact delivery contents.",[657,674,688],{"id":658,"relate_table":659,"relate_id":660,"file_size":573,"file_name":661,"path":8,"duration":573,"cate":483,"file_format":662,"audio_rate":8,"audio_channel":522,"audio_bit_depth":522,"quality":8,"annotation":663,"cate_name":664,"question":665,"initial_state":666,"process_rules":667,"reachable_state":668,"reasoning_basis":669,"scenario_context":670,"observed_messages":671,"blocking_condition":672,"derived_conclusion":673,"applicable_next_step":8},14812,"union_cubo",1618019486,"样例_3.json","json","{\"question\": \"Can this attempt reach REGISTERED based on the observed messages and rules? Identify the blocking condition.\", \"initial_state\": \"The UE is deregistered. The AMF has started a registration attempt but has not established a security context.\", \"process_rules\": \"For this scenario, a rejected Authentication Response moves the attempt to AUTHENTICATION_FAILED. From AUTHENTICATION_FAILED, neither Security Mode Command nor Registration Accept is permitted. The attempt cannot enter REGISTERED unless authentication succeeds in a later attempt; no such attempt or success is present in the observed messages.\", \"reachable_state\": \"AUTHENTICATION_FAILED; not REGISTERED.\", \"reasoning_basis\": \"The rejected response directly satisfies the stated condition for AUTHENTICATION_FAILED. The rules explicitly prohibit the steps needed to continue registration from that state, and provide no observed later successful attempt.\", \"scenario_context\": \"A registration attempt fails during authentication. Determine whether the attempt can reach REGISTERED under the rules supplied for this scenario.\", \"observed_messages\": \"1. UE → AMF: Registration Request. 2. AMF → UE: Authentication Request. 3. UE → AMF: Authentication Response, rejected by the AMF.\", \"blocking_condition\": \"The Authentication Response was rejected. From AUTHENTICATION_FAILED, Security Mode Command and Registration Accept are prohibited; no later successful authentication is observed.\", \"derived_conclusion\": \"No. The attempt cannot reach REGISTERED because authentication failed, and the rules prohibit both Security Mode Command and Registration Accept from the resulting state.\", \"applicable_next_step\": \"\"}","文本","Can this attempt reach REGISTERED based on the observed messages and rules? Identify the blocking condition.","The UE is deregistered. The AMF has started a registration attempt but has not established a security context.","For this scenario, a rejected Authentication Response moves the attempt to AUTHENTICATION_FAILED. From AUTHENTICATION_FAILED, neither Security Mode Command nor Registration Accept is permitted. The attempt cannot enter REGISTERED unless authentication succeeds in a later attempt; no such attempt or success is present in the observed messages.","AUTHENTICATION_FAILED; not REGISTERED.","The rejected response directly satisfies the stated condition for AUTHENTICATION_FAILED. The rules explicitly prohibit the steps needed to continue registration from that state, and provide no observed later successful attempt.","A registration attempt fails during authentication. Determine whether the attempt can reach REGISTERED under the rules supplied for this scenario.","1. UE → AMF: Registration Request. 2. AMF → UE: Authentication Request. 3. UE → AMF: Authentication Response, rejected by the AMF.","The Authentication Response was rejected. From AUTHENTICATION_FAILED, Security Mode Command and Registration Accept are prohibited; no later successful authentication is observed.","No. The attempt cannot reach REGISTERED because authentication failed, and the rules prohibit both Security Mode Command and Registration Accept from the resulting state.",{"id":675,"relate_table":659,"relate_id":676,"file_size":573,"file_name":677,"path":8,"duration":573,"cate":483,"file_format":662,"audio_rate":8,"audio_channel":522,"audio_bit_depth":522,"quality":8,"annotation":678,"cate_name":664,"question":679,"initial_state":680,"process_rules":681,"reachable_state":682,"reasoning_basis":683,"scenario_context":684,"observed_messages":685,"blocking_condition":8,"derived_conclusion":686,"applicable_next_step":687},14811,140389114,"样例_2.json","{\"question\": \"What is the next applicable step, and what state is reachable immediately before that step?\", \"initial_state\": \"The UE is deregistered, and a registration attempt is in progress at the AMF.\", \"process_rules\": \"For this scenario, receipt of Security Mode Complete establishes the security context. The AMF may send Registration Accept only after both the security context is established and the subscription profile states that registration is permitted. Sending Registration Accept changes the UE's registration state to REGISTERED. No other message is needed before Registration Accept when both conditions hold.\", \"reachable_state\": \"Security context established; registration permitted; UE not yet REGISTERED.\", \"reasoning_basis\": \"Security Mode Complete satisfies the stated security-context condition, and the subscription response explicitly permits registration. The rules require both conditions for Registration Accept, and the observed sequence provides both.\", \"scenario_context\": \"A UE's registration attempt has passed authentication and security activation. Subscription authorization is also complete. Determine the next registration message and the state immediately before it is sent.\", \"observed_messages\": \"1. UE → AMF: Registration Request. 2. Authentication completes successfully. 3. AMF → UE: Security Mode Command. 4. UE → AMF: Security Mode Complete. 5. AMF retrieves the UE subscription profile; the response states that registration is permitted.\", \"blocking_condition\": \"\", \"derived_conclusion\": \"Both prerequisites for Registration Accept are satisfied. The AMF may send Registration Accept; immediately before that message, the security context is established, but the UE has not yet entered REGISTERED.\", \"applicable_next_step\": \"AMF → UE: Registration Accept.\"}","What is the next applicable step, and what state is reachable immediately before that step?","The UE is deregistered, and a registration attempt is in progress at the AMF.","For this scenario, receipt of Security Mode Complete establishes the security context. The AMF may send Registration Accept only after both the security context is established and the subscription profile states that registration is permitted. Sending Registration Accept changes the UE's registration state to REGISTERED. No other message is needed before Registration Accept when both conditions hold.","Security context established; registration permitted; UE not yet REGISTERED.","Security Mode Complete satisfies the stated security-context condition, and the subscription response explicitly permits registration. The rules require both conditions for Registration Accept, and the observed sequence provides both.","A UE's registration attempt has passed authentication and security activation. Subscription authorization is also complete. Determine the next registration message and the state immediately before it is sent.","1. UE → AMF: Registration Request. 2. Authentication completes successfully. 3. AMF → UE: Security Mode Command. 4. UE → AMF: Security Mode Complete. 5. AMF retrieves the UE subscription profile; the response states that registration is permitted.","Both prerequisites for Registration Accept are satisfied. The AMF may send Registration Accept; immediately before that message, the security context is established, but the UE has not yet entered REGISTERED.","AMF → UE: Registration Accept.",{"id":689,"relate_table":659,"relate_id":690,"file_size":573,"file_name":691,"path":8,"duration":573,"cate":483,"file_format":662,"audio_rate":8,"audio_channel":522,"audio_bit_depth":522,"quality":8,"annotation":692,"cate_name":664,"question":693,"initial_state":694,"process_rules":695,"reachable_state":696,"reasoning_basis":697,"scenario_context":698,"observed_messages":699,"blocking_condition":8,"derived_conclusion":700,"applicable_next_step":701},14810,1338468649,"样例_1.json","{\"question\": \"What state has been reached, and what next step is permitted by the given rules?\", \"initial_state\": \"The UE is deregistered. The AMF has no authenticated UE context for this attempt.\", \"process_rules\": \"For this scenario, an accepted Authentication Response moves the attempt to AUTHENTICATED. This state does not itself establish a security context. After AUTHENTICATED, and only then, the AMF may send Security Mode Command. The UE can enter REGISTERED only after the later steps specified by additional rules; none are supplied here.\", \"reachable_state\": \"AUTHENTICATED; security context not established; not REGISTERED.\", \"reasoning_basis\": \"The observed Authentication Response was accepted, which satisfies the stated condition for entering AUTHENTICATED. The rules explicitly distinguish that state from having an established security context and authorize Security Mode Command as the next step.\", \"scenario_context\": \"A UE begins a registration attempt with an AMF. Determine the state reached after the messages listed below and identify the rule-authorized next action.\", \"observed_messages\": \"1. UE → AMF: Registration Request. 2. AMF → UE: Identity Request. 3. UE → AMF: Identity Response. 4. AMF → UE: Authentication Request. 5. UE → AMF: Authentication Response, accepted by the AMF.\", \"blocking_condition\": \"\", \"derived_conclusion\": \"The attempt is AUTHENTICATED, but no security context is established yet. The AMF may send Security Mode Command next.\", \"applicable_next_step\": \"AMF → UE: Security Mode Command.\"}","What state has been reached, and what next step is permitted by the given rules?","The UE is deregistered. The AMF has no authenticated UE context for this attempt.","For this scenario, an accepted Authentication Response moves the attempt to AUTHENTICATED. This state does not itself establish a security context. After AUTHENTICATED, and only then, the AMF may send Security Mode Command. The UE can enter REGISTERED only after the later steps specified by additional rules; none are supplied here.","AUTHENTICATED; security context not established; not REGISTERED.","The observed Authentication Response was accepted, which satisfies the stated condition for entering AUTHENTICATED. The rules explicitly distinguish that state from having an established security context and authorize Security Mode Command as the next step.","A UE begins a registration attempt with an AMF. Determine the state reached after the messages listed below and identify the rule-authorized next action.","1. UE → AMF: Registration Request. 2. AMF → UE: Identity Request. 3. UE → AMF: Identity Response. 4. AMF → UE: Authentication Request. 5. UE → AMF: Authentication Response, accepted by the AMF.","The attempt is AUTHENTICATED, but no security context is established yet. The AMF may send Security Mode Command next.","AMF → UE: Security Mode Command.","{\"question\":\"Can this attempt reach REGISTERED based on the observed messages and rules? Identify the blocking condition.\",\"initial_state\":\"The UE is deregistered. The AMF has started a registration attempt but has not established a security context.\",\"process_rules\":\"For this scenario, a rejected Authentication Response moves the attempt to AUTHENTICATION_FAILED. From AUTHENTICATION_FAILED, neither Security Mode Command nor Registration Accept is permitted. The attempt cannot enter REGISTERED unless authentication succeeds in a later attempt; no such attempt or success is present in the observed messages.\",\"reachable_state\":\"AUTHENTICATION_FAILED; not REGISTERED.\",\"reasoning_basis\":\"The rejected response directly satisfies the stated condition for AUTHENTICATION_FAILED. The rules explicitly prohibit the steps needed to continue registration from that state, and provide no observed later successful attempt.\",\"scenario_context\":\"A registration attempt fails during authentication. Determine whether the attempt can reach REGISTERED under the rules supplied for this scenario.\",\"observed_messages\":\"1. UE → AMF: Registration Request. 2. AMF → UE: Authentication Request. 3. UE → AMF: Authentication Response, rejected by the AMF.\",\"blocking_condition\":\"The Authentication Response was rejected. From AUTHENTICATION_FAILED, Security Mode Command and Registration Accept are prohibited; no later successful authentication is observed.\",\"derived_conclusion\":\"No. The attempt cannot reach REGISTERED because authentication failed, and the rules prohibit both Security Mode Command and Registration Accept from the resulting state.\",\"applicable_next_step\":\"\"}","MOBIUSI INC","https:\u002F\u002Fstatic.mobiusi.com\u002Fmobiwusi\u002F20250829\u002F7bf4ac62b4533e2b809998a6f1c5491e.png?Expires=1792463130&OSSAccessKeyId=LTAI5tH8MQqhgeiAtrzCHrxM&Signature=v6Tr8jBrdm4s5wU1SnnyGsYg%2Bhw%3D&x-oss-process=image%2Fresize%2Cm_fill%2Cw_35%2Ch_35",[706,712],{"type":707,"title":708,"count_data":709},"bar","Length distribution",[710],{"name":711,"value":483},"1k lower",{"type":713,"title":714,"count_data":715},"pie","Language distribution",[716],{"name":717,"value":483},"English"]