{
  "ticker": {
    "uuid": "5087c819-5594-476c-9ceb-00b01f6adf82",
    "symbol": "CPL",
    "name": "CPL Group Public Company Limited",
    "exchange": "SET",
    "country": "TH",
    "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": "^SET.BK",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 91.784,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "up",
    "architecture_direction": 48.971,
    "architecture_energy": 27.152,
    "architecture_maturity": 35.174,
    "architecture_confidence": 64.818,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 38.96,
        "rotation_up": 42.08,
        "upward_expansion": 74.47,
        "deceleration": 56.99,
        "rotation_down": 20.63,
        "downward_expansion": 3.47
      },
      "activity_lines": [
        0.684667,
        0.681818,
        0.677429,
        0.670731
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 0.69,
    "trend_reference": 0.663667,
    "distance_from_trend": 0.039679,
    "trend_direction": "Weakening",
    "fair_value": 1.09359,
    "distance_from_fair_value": -0.36905,
    "fair_value_direction": "Improving",
    "relative_strength": -17.992516,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.078125,
    "excess_performance": -0.1142,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.039679,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.006487,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.36905,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.082518,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.179925,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.05049,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.078125,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.120059,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 619700,
      "relative_activity": 0.25673,
      "balance": 1.120059,
      "dry_up": 0.39423,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.060201,
      "annualized_volatility": 0.30744,
      "from_high_reference": -0.439024,
      "from_low_reference": 0.169492
    },
    "levels": {
      "trend_reference": 0.663667,
      "fair_value_reference": 1.09359,
      "structural_low": 0.59,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 14,
        "median_return": -0.003597,
        "positive_rate": 0.142857,
        "directional_follow_through": 0.142857,
        "median_excess_return": -0.022323,
        "regime_survival": 0.642857,
        "best_return": 0.264865,
        "worst_return": -0.121951,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.026127,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.055813,
        "regime_survival": 0.333333,
        "best_return": 1.0,
        "worst_return": -0.107914,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.008693,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.001864,
        "regime_survival": 0.25,
        "best_return": 0.550562,
        "worst_return": -0.084859,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.425,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.271227,
        "regime_survival": 0.0,
        "best_return": 0.418983,
        "worst_return": -0.453237,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-07-07",
        "end": "2024-02-23",
        "tenure": "Extended",
        "return": -0.319444,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-03-01",
        "end": "2024-03-29",
        "tenure": "Developing",
        "return": 0.043478,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-04-05",
        "end": "2024-06-14",
        "tenure": "Developing",
        "return": -0.05036,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-21",
        "end": "2024-08-30",
        "tenure": "Developing",
        "return": 0.067227,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-09-06",
        "end": "2024-09-27",
        "tenure": "New",
        "return": -0.122093,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-04",
        "end": "2024-10-18",
        "tenure": "New",
        "return": -0.071895,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-25",
        "end": "2024-11-29",
        "tenure": "Developing",
        "return": -0.065693,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-06",
        "end": "2025-01-03",
        "tenure": "Developing",
        "return": -0.126984,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-10",
        "end": "2025-08-01",
        "tenure": "Extended",
        "return": -0.234694,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-08",
        "end": "2025-08-22",
        "tenure": "New",
        "return": -0.029703,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-29",
        "end": "2025-10-24",
        "tenure": "Developing",
        "return": -0.221053,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-10-31",
        "end": "2025-11-28",
        "tenure": "Developing",
        "return": -0.054795,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-05",
        "end": "2026-04-17",
        "tenure": "Established",
        "return": -0.135135,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-24",
        "end": "2026-08-07",
        "tenure": "Established",
        "return": -0.028169,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 2.12,
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        "typical_volume": 5496980.0,
        "trend": 2.382667,
        "fair_value": 2.107002,
        "relative_strength": -12.183014,
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        "modifier": "Early contraction",
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        "energy": 42.981192,
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      },
      {
        "date": "2023-08-25",
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      },
      {
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      },
      {
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      },
      {
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      },
      {
        "date": "2023-09-22",
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      {
        "date": "2026-04-24",
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 2134330.0,
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        "modifier": "Balance after decline",
        "gate": "mixed",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "volume": 1122600,
        "typical_volume": 2102175.0,
        "trend": 0.662333,
        "fair_value": 1.138269,
        "relative_strength": -22.479244,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
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        "energy": 15.359692,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 0.7,
        "volume": 7593200,
        "typical_volume": 2430960.0,
        "trend": 0.662667,
        "fair_value": 1.12891,
        "relative_strength": -20.110527,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 51.101099,
        "energy": 31.653248,
        "activity_lines": [
          0.682667,
          0.676727,
          0.669905,
          0.665591
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      },
      {
        "date": "2026-07-17",
        "close": 0.68,
        "volume": 1842300,
        "typical_volume": 2397255.0,
        "trend": 0.662333,
        "fair_value": 1.119808,
        "relative_strength": -22.67516,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 44.010279,
        "energy": 27.284294,
        "activity_lines": [
          0.684667,
          0.677818,
          0.671667,
          0.66671
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.68,
        "volume": 880000,
        "typical_volume": 2399580.0,
        "trend": 0.662667,
        "fair_value": 1.110705,
        "relative_strength": -22.261489,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 46.615571,
        "energy": 32.358417,
        "activity_lines": [
          0.683333,
          0.678727,
          0.673524,
          0.667849
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.68,
        "volume": 464400,
        "typical_volume": 2393050.0,
        "trend": 0.662667,
        "fair_value": 1.101859,
        "relative_strength": -20.81951,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 45.338695,
        "energy": 32.465102,
        "activity_lines": [
          0.682667,
          0.679273,
          0.675143,
          0.668968
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.69,
        "volume": 619700,
        "typical_volume": 2413820.0,
        "trend": 0.663667,
        "fair_value": 1.09359,
        "relative_strength": -17.992516,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 48.970801,
        "energy": 27.151873,
        "activity_lines": [
          0.684667,
          0.681818,
          0.677429,
          0.670731
        ]
      }
    ],
    "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."
    }
  }
}