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        "source": "local_step3_metrics",
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        "status": "exact",
        "row_count": 54,
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        "name": "importerFirstShipmentDates",
        "source": "local_step3_metrics",
        "status": "exact",
        "row_count": 92
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        "name": "importerLastShipmentDates",
        "source": "local_step3_metrics",
        "status": "exact",
        "row_count": 92
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        "name": "importerOriginBreakdown",
        "source": "local_step3_metrics",
        "status": "exact",
        "row_count": 95
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      {
        "name": "unitPriceTrend",
        "source": "local_step3_metrics",
        "status": "exact",
        "row_count": 5
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      {
        "name": "hsOriginCrosstab",
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        "status": "exact",
        "row_count": 8,
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      {
        "name": "hsBreakdownExtended",
        "source": "local_step3_metrics",
        "status": "exact",
        "row_count": 1
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      {
        "name": "hsSubcodeYearly",
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        "status": "exact",
        "row_count": 5,
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        "name": "tierOriginCrosstab",
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        "status": "exact",
        "row_count": 12
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      {
        "name": "importerHsBreakdown",
        "source": "local_step3_metrics",
        "status": "exact",
        "row_count": 92
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      {
        "name": "importerSupplierCount",
        "source": "local_step3_metrics",
        "status": "exact",
        "row_count": 92
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    "invariants_passed": true,
    "oracle_max_diff_abs": 63,
    "oracle_max_diff_rel": 2.1724137931034484,
    "oracle_checked": 10,
    "oracle_skipped": 3,
    "oracle_skipped_critical": 0,
    "banned_names_found": 0,
    "conclusion_count": 17
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      "id": "marketPhase",
      "value": "repairing",
      "label": "处于修复阶段",
      "ruleId": "mfr.market_trend.v1",
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      "value": "available",
      "label": "供应商数据完整",
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          "path": "dataAvailability.supplier.visible",
          "value": true
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      "id": "chinaPosition",
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      "label": "中国接近饱和",
      "ruleId": "mfr.china_position.v1",
      "evidence": [
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          "path": "market.targetBandChinaShareFob",
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    "chinaShareTrend": {
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      "label": "中国份额上升",
      "ruleId": "mfr.china_share_trend.v1",
      "evidence": [
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          "path": "market.chinaZoom.shareSeries5y[0].share",
          "value": 0.7767814930284898
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        {
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          "value": 0.9952922869755683
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        {
          "path": "_delta_pp",
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    },
    "targetCompetitionBand": {
      "id": "targetCompetitionBand",
      "value": "high",
      "label": "推荐切入高价位段",
      "ruleId": "mfr.target_competition_band.v1",
      "evidence": [
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          "path": "priceBands.high.fobShare",
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        {
          "path": "priceBands.high.chinaShare",
          "value": 0.8590200516042229
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        {
          "path": "priceBands.high.importerCount",
          "value": 56
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      ]
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    "supplierCompetition": {
      "id": "supplierCompetition",
      "value": "high_density",
      "label": "中国供应商竞争密集",
      "ruleId": "mfr.supplier_competition.v1",
      "evidence": [
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          "path": "market.chinaSupplierShareFob",
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        {
          "path": "market.chinaSupplierCount",
          "value": 38
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      ]
    },
    "nextActionChinaPosition": {
      "id": "nextActionChinaPosition",
      "value": "upgrade_or_defend",
      "label": "已饱和 · 重点保留并向高值客户升级",
      "ruleId": "mfr.next_action.china_position.v1",
      "evidence": [
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          "path": "conclusions.chinaPosition.value",
          "value": "saturated"
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    },
    "nextActionMarketGrowth": {
      "id": "nextActionMarketGrowth",
      "value": "share_take",
      "label": "市场体量稳定 · 重点是抢份额而非创造需求",
      "ruleId": "mfr.next_action.market_growth.v1",
      "evidence": [
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    "importerConcentration": {
      "id": "importerConcentration",
      "value": "broad_channel",
      "label": "进口商分散 · 需要广撒网 + 渠道型销售",
      "ruleId": "mfr.importer_concentration.v1",
      "evidence": [
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    "heroPositioning": {
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      "value": "saturated_contracting",
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      "ruleId": "mfr.hero_positioning.v1",
      "evidence": [
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          "value": "repairing"
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        {
          "path": "conclusions.chinaPosition.value",
          "value": "saturated"
        }
      ]
    },
    "targetBandReason": {
      "id": "targetBandReason",
      "value": "least_saturated_fallback",
      "label": "全段位均偏饱和 · 选择相对最未饱和段位",
      "ruleId": "mfr.target_band_reason.v1",
      "evidence": [
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    },
    "battleEntryAngle": {
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      "value": "adjacent_band",
      "label": "相邻段位渗透",
      "ruleId": "mfr.battle_entry_angle.v1",
      "evidence": [
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          "path": "market.targetBandChinaShareFob",
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    },
    "battleProductFocus": {
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      "value": "available",
      "label": "HS 子编码产品方向已识别",
      "ruleId": "mfr.battle_product_focus.v1",
      "evidence": [
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    "nextActionImporterPool": {
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      "value": "no_pool",
      "label": "无明显候选 cohort",
      "ruleId": "mfr.next_action.importer_pool.v1",
      "evidence": [
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          "path": "_midUp_count",
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    "nextActionSupplierDensity": {
      "id": "nextActionSupplierDensity",
      "value": "crowded",
      "label": "中国供应商已密集 · 差异化竞争",
      "ruleId": "mfr.next_action.supplier_density.v1",
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          "path": "conclusions.supplierCompetition.value",
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    "advisorySeasonality": {
      "id": "advisorySeasonality",
      "value": "strong",
      "label": "季节性信号显著",
      "ruleId": "mfr.advisory.seasonality.v1",
      "evidence": [
        {
          "path": "market.seasonalIsWeak",
          "value": false
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      ]
    },
    "advisoryMethodNote": {
      "id": "advisoryMethodNote",
      "value": "kmeans",
      "label": "价位带由 k-means 聚类得出",
      "ruleId": "mfr.advisory.method_note.v1",
      "evidence": [
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}
