{
  "ticker": {
    "uuid": "504f8c9a-fb67-4ce0-b6ca-f14d17184fb4",
    "symbol": "GRAND",
    "name": "Grande Asset Hotels and Property 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": "1a",
    "phase_label": "Stage 1A \u00b7 Bottoming",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -36.552,
    "architecture_energy": 14.875,
    "architecture_maturity": 100.0,
    "architecture_confidence": 76.794,
    "architecture_tenure": "Extended",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 47.94,
        "rotation_up": 23.28,
        "upward_expansion": 13.82,
        "deceleration": 40.46,
        "rotation_down": 36.5,
        "downward_expansion": 61.49
      },
      "activity_lines": [
        0.022667,
        0.022182,
        0.023048,
        0.02428
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 0.02,
    "trend_reference": 0.026,
    "distance_from_trend": -0.230769,
    "trend_direction": "Weakening",
    "fair_value": 0.080641,
    "distance_from_fair_value": -0.751987,
    "fair_value_direction": "Weakening",
    "relative_strength": -45.717206,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.333333,
    "excess_performance": -0.525658,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.230769,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.113636,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.751987,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.061511,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.457172,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.176243,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.333333,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.201192,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 6764300,
      "relative_activity": 0.667635,
      "balance": 1.201192,
      "dry_up": 1.61181,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.576923,
      "annualized_volatility": 1.716563,
      "from_high_reference": -0.6,
      "from_low_reference": 1.0
    },
    "levels": {
      "trend_reference": 0.026,
      "fair_value_reference": 0.080641,
      "structural_low": 0.01,
      "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": 42,
        "median_return": 0.0,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.404762,
        "median_excess_return": -0.026428,
        "regime_survival": 0.833333,
        "best_return": 0.666667,
        "worst_return": -0.375,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 14,
        "median_return": -0.022727,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.062253,
        "regime_survival": 0.642857,
        "best_return": 0.333333,
        "worst_return": -0.5,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
        "median_return": -0.215385,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.227117,
        "regime_survival": 0.625,
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        "worst_return": -0.5,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 5,
        "median_return": -0.333333,
        "positive_rate": 0.2,
        "directional_follow_through": 0.8,
        "median_excess_return": -0.425683,
        "regime_survival": 0.8,
        "best_return": 0.157895,
        "worst_return": -0.7,
        "sufficient": true
      }
    ],
    "ledger": [
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        "label": "Downward Expansion",
        "color": "red",
        "start": "2022-06-24",
        "end": "2022-09-02",
        "tenure": "Developing",
        "return": 0.105263,
        "active": false
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      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2023-03-10",
        "tenure": "Established",
        "return": 0.0,
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      },
      {
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      },
      {
        "regime": "downward_expansion",
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "end": "2024-11-01",
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        "regime": "deceleration",
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        "color": "amber",
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        "tenure": "New",
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        "active": false
      },
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      },
      {
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      },
      {
        "date": "2026-07-24",
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        "volume": 28904200,
        "typical_volume": 9617025.0,
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        "relative_strength": -48.158734,
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        "energy": 31.482994,
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          0.02,
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          0.022952,
          0.024495
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      },
      {
        "date": "2026-07-31",
        "close": 0.03,
        "volume": 3529800,
        "typical_volume": 9793515.0,
        "trend": 0.026667,
        "fair_value": 0.081859,
        "relative_strength": -20.422968,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -20.462431,
        "energy": 10.09064,
        "activity_lines": [
          0.023333,
          0.022727,
          0.023476,
          0.02471
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.02,
        "volume": 6764300,
        "typical_volume": 10131730.0,
        "trend": 0.026,
        "fair_value": 0.080641,
        "relative_strength": -45.717206,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -36.552307,
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        "activity_lines": [
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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."
    }
  }
}