{
  "ticker": {
    "uuid": "a1211ac9-dc1e-4f9c-a43b-ac16b6499e6d",
    "symbol": "TAKUNI",
    "name": "Takuni 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": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 21.218,
    "architecture_energy": 12.358,
    "architecture_maturity": 34.692,
    "architecture_confidence": 68.582,
    "architecture_tenure": "Developing",
    "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": 49.26,
        "rotation_up": 27.98,
        "upward_expansion": 62.61,
        "deceleration": 82.02,
        "rotation_down": 28.91,
        "downward_expansion": 14.95
      },
      "activity_lines": [
        0.387333,
        0.392,
        0.387095,
        0.382172
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 0.37,
    "trend_reference": 0.375,
    "distance_from_trend": -0.013333,
    "trend_direction": "Improving",
    "fair_value": 0.766282,
    "distance_from_fair_value": -0.517149,
    "fair_value_direction": "Improving",
    "relative_strength": -18.914706,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.057143,
    "excess_performance": -0.135182,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.013333,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.022727,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.517149,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.029593,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.189147,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.06547,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.057143,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.351399,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 5137100,
      "relative_activity": 0.41213,
      "balance": 1.351399,
      "dry_up": 0.456473,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.068607,
      "annualized_volatility": 0.356785,
      "from_high_reference": -0.372881,
      "from_low_reference": 0.275862
    },
    "levels": {
      "trend_reference": 0.375,
      "fair_value_reference": 0.766282,
      "structural_low": 0.29,
      "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": 12,
        "median_return": -0.04619,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.023823,
        "regime_survival": 0.666667,
        "best_return": 0.152174,
        "worst_return": -0.23913,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": -0.105263,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.093366,
        "regime_survival": 0.2,
        "best_return": 0.23913,
        "worst_return": -0.339623,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.022004,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.090609,
        "regime_survival": 0.25,
        "best_return": 0.826531,
        "worst_return": -0.512786,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.454307,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.530476,
        "regime_survival": 0.5,
        "best_return": 1.457909,
        "worst_return": -0.549296,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-02-02",
        "tenure": "Developing",
        "return": -0.037736,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-02-09",
        "end": "2024-08-23",
        "tenure": "Extended",
        "return": -0.339869,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-11-01",
        "tenure": "Developing",
        "return": -0.237288,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-11-29",
        "tenure": "New",
        "return": 0.043478,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-12-06",
        "end": "2025-07-18",
        "tenure": "Extended",
        "return": -0.4,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-09-12",
        "tenure": "Developing",
        "return": 0.3,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "tenure": "Developing",
        "return": -0.132075,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-11-14",
        "tenure": "New",
        "return": -0.204545,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-12-26",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "active": true
      }
    ],
    "chart_path": [
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "volume": 10177000,
        "typical_volume": 12640525.0,
        "trend": 0.372333,
        "fair_value": 0.789872,
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        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 60.985177,
        "energy": 61.526954,
        "activity_lines": [
          0.406667,
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          0.386238,
          0.38028
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      },
      {
        "date": "2026-07-24",
        "close": 0.39,
        "volume": 4293000,
        "typical_volume": 12443335.0,
        "trend": 0.373667,
        "fair_value": 0.781987,
        "relative_strength": -17.005163,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 56.064474,
        "energy": 51.092837,
        "activity_lines": [
          0.402667,
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        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.39,
        "volume": 3152200,
        "typical_volume": 12464010.0,
        "trend": 0.374667,
        "fair_value": 0.774231,
        "relative_strength": -15.659942,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 52.050204,
        "energy": 31.534254,
        "activity_lines": [
          0.398,
          0.395818,
          0.388286,
          0.382473
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.37,
        "volume": 5137100,
        "typical_volume": 12464745.0,
        "trend": 0.375,
        "fair_value": 0.766282,
        "relative_strength": -18.914706,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 21.218379,
        "energy": 12.357742,
        "activity_lines": [
          0.387333,
          0.392,
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          0.382172
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      }
    ],
    "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."
    }
  }
}