{
  "ticker": {
    "uuid": "37340074-d925-4792-ac15-52adbb15ad00",
    "symbol": "4310",
    "name": "Knowledge Economic City Company",
    "exchange": "SAU",
    "country": "SA",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^TASI.SR",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2c",
    "phase_label": "Stage 2C \u00b7 Late advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 90.4,
    "architecture_energy": 95.679,
    "architecture_maturity": 24.0,
    "architecture_confidence": 78.876,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 14.28,
        "rotation_up": 86.24,
        "upward_expansion": 97.65,
        "deceleration": 41.84,
        "rotation_down": 8.05,
        "downward_expansion": 21.98
      },
      "activity_lines": [
        14.704667,
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        12.873048,
        12.536387
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 15.73,
    "trend_reference": 12.273667,
    "distance_from_trend": 0.281606,
    "trend_direction": "Improving",
    "fair_value": 13.698718,
    "distance_from_fair_value": 0.148283,
    "fair_value_direction": "Improving",
    "relative_strength": 29.790679,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.249404,
    "excess_performance": 0.281234,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.281606,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.027171,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.148283,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.3142,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.297907,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.364591,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.249404,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 4.570941,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 3303624,
      "relative_activity": 1.751137,
      "balance": 4.570941,
      "dry_up": 3.019349,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.055993,
      "annualized_volatility": 0.383645,
      "from_high_reference": -0.021766,
      "from_low_reference": 0.426111
    },
    "levels": {
      "trend_reference": 12.273667,
      "fair_value_reference": 13.698718,
      "structural_low": 11.03,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 10,
        "median_return": -0.075843,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.055014,
        "regime_survival": 0.4,
        "best_return": 0.06383,
        "worst_return": -0.141333,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.121651,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.166667,
        "median_excess_return": -0.058053,
        "regime_survival": 0.166667,
        "best_return": 0.07967,
        "worst_return": -0.24026,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.178068,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.132804,
        "regime_survival": 0.0,
        "best_return": -0.026099,
        "worst_return": -0.216165,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.211537,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.160709,
        "regime_survival": 0.25,
        "best_return": 0.215659,
        "worst_return": -0.395795,
        "sufficient": false
      }
    ],
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        "end": "2025-03-14",
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        "return": -0.146617,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-05-09",
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      },
      {
        "regime": "balance",
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-07-25",
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        "return": 0.0,
        "active": false
      },
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        "regime": "downward_expansion",
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        "end": "2026-01-23",
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        "regime": "balance",
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        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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      {
        "date": "2026-05-01",
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        "typical_volume": 934781.2,
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        "fair_value": 13.929936,
        "relative_strength": -6.893633,
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        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
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        "fair_value": 13.886987,
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        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 919775.9,
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        "stage": 4,
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        "energy": 13.509923,
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 882719.35,
        "trend": 11.927667,
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        "relative_strength": -5.780491,
        "stage": 4,
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        "direction": -50.056289,
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-19",
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        "energy": 17.312224,
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 922964.15,
        "trend": 11.904,
        "fair_value": 13.762436,
        "relative_strength": 2.70529,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 27.603466,
        "energy": 22.111501,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
        "close": 12.53,
        "volume": 1050297,
        "typical_volume": 926289.4,
        "trend": 11.921,
        "fair_value": 13.746603,
        "relative_strength": 4.550286,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 31.991768,
        "energy": 44.889223,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 12.56,
        "volume": 1246868,
        "typical_volume": 945566.0,
        "trend": 11.937333,
        "fair_value": 13.730705,
        "relative_strength": 5.101204,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 29.024444,
        "energy": 52.649906,
        "activity_lines": [
          12.35,
          12.094364,
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      },
      {
        "date": "2026-07-17",
        "close": 12.01,
        "volume": 743200,
        "typical_volume": 953276.3,
        "trend": 11.937333,
        "fair_value": 13.705128,
        "relative_strength": 1.456483,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 28.416808,
        "energy": 48.959909,
        "activity_lines": [
          12.297333,
          12.107455,
          11.917857,
          11.908495
        ]
      },
      {
        "date": "2026-07-24",
        "close": 15.18,
        "volume": 14687666,
        "typical_volume": 1637901.25,
        "trend": 12.042667,
        "fair_value": 13.701667,
        "relative_strength": 26.830406,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 92.712536,
        "energy": 86.654296,
        "activity_lines": [
          13.274,
          12.689455,
          12.243524,
          12.117699
        ]
      },
      {
        "date": "2026-07-31",
        "close": 14.95,
        "volume": 4050238,
        "typical_volume": 1751095.55,
        "trend": 12.147667,
        "fair_value": 13.694936,
        "relative_strength": 26.825312,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 89.874856,
        "energy": 92.084128,
        "activity_lines": [
          13.943333,
          13.164909,
          12.530333,
          12.305269
        ]
      },
      {
        "date": "2026-08-07",
        "close": 15.73,
        "volume": 3303624,
        "typical_volume": 1886559.85,
        "trend": 12.273667,
        "fair_value": 13.698718,
        "relative_strength": 29.790679,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 90.399799,
        "energy": 95.678679,
        "activity_lines": [
          14.704667,
          13.726727,
          12.873048,
          12.536387
        ]
      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}