{
  "ticker": {
    "uuid": "a22aa4fa-2932-4565-a47e-3cb34522280c",
    "symbol": "ALLA",
    "name": "Alla 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": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 64.114,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 48.382,
    "architecture_energy": 26.431,
    "architecture_maturity": 57.157,
    "architecture_confidence": 54.383,
    "architecture_tenure": "Established",
    "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": 40.48,
        "rotation_up": 41.95,
        "upward_expansion": 73.13,
        "deceleration": 64.17,
        "rotation_down": 22.42,
        "downward_expansion": 2.13
      },
      "activity_lines": [
        1.168667,
        1.167636,
        1.165718,
        1.158755
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 1.17,
    "trend_reference": 1.1445,
    "distance_from_trend": 0.02228,
    "trend_direction": "Improving",
    "fair_value": 1.203483,
    "distance_from_fair_value": -0.027822,
    "fair_value_direction": "Weakening",
    "relative_strength": -9.650482,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.084746,
    "excess_performance": -0.10758,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.02228,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.026995,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.027822,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.015393,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.096505,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.009798,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.084746,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.209844,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1151900,
      "relative_activity": 0.694374,
      "balance": 1.209844,
      "dry_up": 0.787538,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.021696,
      "annualized_volatility": 0.112143,
      "from_high_reference": -0.016807,
      "from_low_reference": 0.123144
    },
    "levels": {
      "trend_reference": 1.1445,
      "fair_value_reference": 1.203483,
      "structural_low": 1.041719,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 14,
        "median_return": -0.004,
        "positive_rate": 0.357143,
        "directional_follow_through": 0.357143,
        "median_excess_return": -0.003349,
        "regime_survival": 0.785714,
        "best_return": 0.134503,
        "worst_return": -0.097938,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": -0.020833,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.046701,
        "regime_survival": 0.4,
        "best_return": 0.256579,
        "worst_return": -0.203488,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.036094,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.020635,
        "regime_survival": 0.333333,
        "best_return": 0.25,
        "worst_return": -0.215628,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.021187,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.076798,
        "regime_survival": 0.0,
        "best_return": 0.204882,
        "worst_return": -0.247256,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
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        "color": "green",
        "start": "2024-01-05",
        "end": "2024-02-09",
        "tenure": "Developing",
        "return": 0.006579,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-02-23",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-07-12",
        "tenure": "Developing",
        "return": -0.06287,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "tenure": "New",
        "return": 0.047945,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-02",
        "end": "2024-09-13",
        "tenure": "Developing",
        "return": 0.125,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-09-27",
        "tenure": "New",
        "return": 0.04375,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "tenure": "New",
        "return": -0.06536,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-21",
        "end": "2025-12-12",
        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "balance",
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        "active": true
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    ],
    "chart_path": [
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        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 2039380.0,
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        "stage": 3,
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        "modifier": "Established expansion",
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          1.17,
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          1.163211,
          1.153329
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 1747845.0,
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        "fair_value": 1.202139,
        "relative_strength": -12.025767,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
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        "direction": 49.155496,
        "energy": 28.837544,
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          1.170667,
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        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.16,
        "volume": 1142200,
        "typical_volume": 1652215.0,
        "trend": 1.141453,
        "fair_value": 1.202931,
        "relative_strength": -11.367677,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 46.254059,
        "energy": 26.389776,
        "activity_lines": [
          1.168,
          1.167273,
          1.164807,
          1.156914
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.17,
        "volume": 1151900,
        "typical_volume": 1658905.0,
        "trend": 1.1445,
        "fair_value": 1.203483,
        "relative_strength": -9.650482,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 48.381924,
        "energy": 26.430861,
        "activity_lines": [
          1.168667,
          1.167636,
          1.165718,
          1.158755
        ]
      }
    ],
    "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."
    }
  }
}