{"status": "ok", "architecture": {"architecture_title": "师融百工·本体工具统御五层数仓 (Ontology + DIM ➔ ODS [核心关键] ➔ DWD ➔ DWS ➔ ADS)", "why_ods_is_core_key": "ODS（操作型源事实冻结层）是整个经济与产业数据底座的核心关键枢纽：① 它原样冻结 V10.9 工作簿 22 张核心表的 54,413 条非空实证记录与 149 个官方信源的原始采集报文；② 强制锁定『统计报告期 (publish_period) ≠ 入湖采集日 (ingest_time)』、原始量纲单位与 SHA-256 证据指纹，绝不因下游指标调整而污染源事实；③ 只要 DIM 六大公共维表与 ODS 四大源事实队列稳固，往后的 DWD 明细清洗、DWS 省域/产业链汇总、ADS 态势感知大屏均可随政校企需求变化在秒级动态衍生重构。", "layers": [{"stage_no": 1, "layer_code": "ONTOLOGY", "title_zh": "① 🧠 领域本体工具 (Ontology Engine)", "highlight": "9大核心概念类 · 10项业务公理", "tables": ["eids_industry_ontology_schema.json", "dim.dim_eids_ontology_axiom_registry_t"], "summary": "定义区域、产业链、链主、宏观指标、专业标准与权威信源的严格定义域/值域与互斥公理，阻断跨层混同。"}, {"stage_no": 2, "layer_code": "DIM", "title_zh": "② 🧭 DIM 六大公共维度主脊", "highlight": "31省+21地市 · 95类(239项)产业链 · 2033专业 · 149信源", "tables": ["dim.dim_eids_region_province_t (53行)", "dim.dim_eids_industrial_chain_t (239链/1,048环节)", "dim.dim_eids_major_standard_t (1,605映射/758新标)", "dim.dim_eids_authoritative_source_t (149唯一官方信源)", "dim.dim_eids_metric_caliber_dict_t (463字段字典)"], "summary": "横向贯通统御全库的法定编码主脊（行政区划码、GB/T 4754 四位码、USCC 信用码、部颁专业代码）。"}, {"stage_no": 3, "layer_code": "ODS", "title_zh": "③ 📦 ODS 源事实四队列 (★核心关键)", "highlight": "54,413 条不可变冻结源事实", "tables": ["ods.ods_eids_provincial_chain_fact_t (12,188行)", "ods.ods_eids_chain_leader_fact_t (14,885行)", "ods.ods_eids_policy_and_event_fact_t (22,192行)", "ods.ods_eids_major_alignment_fact_t (5,148行)"], "summary": "不可变冻结原始实证值、源站 URL、发布期与 SHA-256 哈希；支撑下游 DWD/DWS/ADS 随业务需求任意调整重算。"}, {"stage_no": 4, "layer_code": "DWD", "title_zh": "④ 🔬 DWD 实证清洗与补齐工单层", "highlight": "2,515已验USCC · 37项字段补齐台账", "tables": ["dwd.dwd_eids_verified_chain_leader_t", "dwd.dwd_eids_field_enrichment_workorder_t", "dwd.dwd_eids_change_transition_audit_t"], "summary": "执行 USCC 18位校验位核验、同名异码争议主体隔离、量纲统一折算（亿元/万元）及 37 项待补字段精准派单。"}, {"stage_no": 5, "layer_code": "DWS", "title_zh": "⑤ 📊 DWS 省域与产教多维主题层", "highlight": "53区域×239省域链×535高职职本专业矩阵", "tables": ["dws.dws_eids_provincial_chain_cube_t", "dws.dws_eids_regional_macro_1078_summary_t", "dws.dws_eids_major_industry_alignment_t"], "summary": "按省域、产业链上中下游环节、国标门类与专业群按需动态汇总，支持任意业务口径即席切片。"}, {"stage_no": 6, "layer_code": "ADS", "title_zh": "⑥ 🚀 ADS 态势感知决策驾驶舱", "highlight": "6大业务透镜 · 三模态双视口联机服务", "tables": ["ads.ads_eids_situational_cockpit_kpi_t", "ads.ads_eids_dual_domain_synergy_view_t"], "summary": "直接驱动 eids.liuzengyu.com 宏观态势大盘、省域产业链图谱、链主企业名录与高校专业适配预警。"}]}, "dws_dynamic_summary": [{"lens_code": "AUTHORITATIVE_SOURCES", "ods_queue_code": "ODS_Q3_AUTH_SOURCE", "item_count": 149, "total_fact_rows": 95282, "avg_coverage_rate": 98.14, "avg_yield_rate": 99.12}, {"lens_code": "CHAIN_LEADERS", "ods_queue_code": "ODS_Q2_CHAIN_LEADER", "item_count": 576, "total_fact_rows": 576, "avg_coverage_rate": 90.96, "avg_yield_rate": 89.29}, {"lens_code": "DIM_ODS_WAREHOUSE", "ods_queue_code": "ODS_Q4_DW_WORKORDER", "item_count": 37, "total_fact_rows": 186239, "avg_coverage_rate": 8.63, "avg_yield_rate": 100.0}, {"lens_code": "INDUSTRIAL_CHAIN", "ods_queue_code": "ODS_Q1_PROVINCE_CHAIN", "item_count": 239, "total_fact_rows": 16029, "avg_coverage_rate": 96.8, "avg_yield_rate": 87.76}, {"lens_code": "MAJOR_ALIGNMENT", "ods_queue_code": "ODS_Q4_MAJOR_ALIGNMENT", "item_count": 180, "total_fact_rows": 98686, "avg_coverage_rate": 100.0, "avg_yield_rate": 98.5}, {"lens_code": "PROVINCE_MACRO", "ods_queue_code": "ODS_Q1_PROVINCE_MACRO", "item_count": 53, "total_fact_rows": 17011, "avg_coverage_rate": 95.92, "avg_yield_rate": 86.59}], "ontology_axioms": [{"code": "AX-EIDS-01", "title": "统计报告期与入湖采集期严禁混同", "rule": "publish_period (如2025年度/2026H1) ≠ ingest_time (入湖时间戳)，严禁拿采集日充当公报发布期"}, {"code": "AX-EIDS-02", "title": "链主企业法定身份唯一锚定", "rule": "18位统一社会信用代码 (USCC) 必须通过 GB 32100-2015 MOD-31 校验；同码多名争议主体入隔离池，严禁按共享代码强行合并"}, {"code": "AX-EIDS-03", "title": "省域宏观指标与产业链指标严禁串表", "rule": "全省GDP/工业增加值归属 GeoEconomicRegion，未获专项产值公报前严禁直接灌入单个 IndustrialChain"}, {"code": "AX-EIDS-04", "title": "ODS 源事实层不可变冻结核心律", "rule": "ODS 原样冻结 22 张表 54,413 条原始实证与 149 信源快照哈希；下游 DWD/DWS/ADS 一律由 DIM+ODS 派生"}, {"code": "AX-EIDS-05", "title": "758 新教学标准三层次正交映射", "rule": "中职(223)、高职专科(471)、职业本科(64) 按专业代码前两位与层次码严格区分，严禁跨层次同名强转"}, {"code": "AX-EIDS-06", "title": "呼叫中心等跨界环节审慎映射", "rule": "change_transition 中 27 条呼叫中心经营管理记录在未完成人工复核前保持待审，严禁盲目归入现代物流管理(530802)"}, {"code": "AX-EIDS-07", "title": "量纲与币种显式守恒", "rule": "亿元、万元、万人、% 必须在 ODS 与 DWD 层显式携带 unit 字段，跨表聚合前强制执行量纲归一"}, {"code": "AX-EIDS-08", "title": "证据强度 H1-H5 分级准入", "rule": "仅 H1(官方公报/年鉴/部委文件) 与 H2(交易所年报/行业标准) 可进入正式趋势结论，候选推演值一律标记待补齐"}, {"code": "AX-EIDS-09", "title": "外部文本语义沙盒净化", "rule": "企业经营范围与政策正文进入抽取管线前强制执行不可信文本隔离与公式前缀净化"}, {"code": "AX-EIDS-10", "title": "政校企全业务话术纯净律", "rule": "前端视口与业务报告 100% 采用产业经济与产教融合标准术语，零底层工程黑话外泄"}]}