{
  "ticker": {
    "uuid": "06b4f7f3-8566-4663-8e3d-9ecbfdbdfb5f",
    "symbol": "QHHRREIT",
    "name": "Quality Houses Hotel And Residence Freehold And Leasehold Reit",
    "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": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 80.861,
    "architecture_energy": 82.05,
    "architecture_maturity": 78.653,
    "architecture_confidence": 77.196,
    "architecture_tenure": "Extended",
    "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": 0.0,
        "rotation_up": 81.79,
        "upward_expansion": 94.65,
        "deceleration": 44.16,
        "rotation_down": 13.18,
        "downward_expansion": 16.65
      },
      "activity_lines": [
        8.64,
        8.456364,
        8.117699,
        7.817015
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 8.75,
    "trend_reference": 7.395463,
    "distance_from_trend": 0.183158,
    "trend_direction": "Improving",
    "fair_value": 5.892151,
    "distance_from_fair_value": 0.485026,
    "fair_value_direction": "Improving",
    "relative_strength": 13.320874,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.359899,
    "excess_performance": 0.167574,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.183158,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.114887,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.485026,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.126078,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.133209,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.060602,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.359899,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.184247,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 291600,
      "relative_activity": 0.365998,
      "balance": 1.184247,
      "dry_up": 0.757852,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.026807,
      "annualized_volatility": 0.143138,
      "from_high_reference": -0.005682,
      "from_low_reference": 0.624794
    },
    "levels": {
      "trend_reference": 7.395463,
      "fair_value_reference": 5.892151,
      "structural_low": 6.338978,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 37,
        "median_return": 0.007299,
        "positive_rate": 0.540541,
        "directional_follow_through": 0.540541,
        "median_excess_return": 0.020824,
        "regime_survival": 0.783784,
        "best_return": 0.149123,
        "worst_return": -0.069565,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 13,
        "median_return": 0.017876,
        "positive_rate": 0.615385,
        "directional_follow_through": 0.615385,
        "median_excess_return": 0.038148,
        "regime_survival": 0.692308,
        "best_return": 0.165257,
        "worst_return": -0.108333,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
        "median_return": 0.043776,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.068502,
        "regime_survival": 0.625,
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        "worst_return": -0.15,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.139026,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.105167,
        "regime_survival": 0.5,
        "best_return": 0.241128,
        "worst_return": -0.108333,
        "sufficient": false
      }
    ],
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        "regime": "upward_expansion",
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        "color": "green",
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        "end": "2024-07-12",
        "tenure": "Established",
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        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-07-26",
        "tenure": "New",
        "return": 0.007407,
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2024-09-13",
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        "return": 0.0,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
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      {
        "regime": "deceleration",
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        "regime": "balance",
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        "regime": "downward_expansion",
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        "date": "2026-07-03",
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      },
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      },
      {
        "date": "2026-07-17",
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        "volume": 1083000,
        "typical_volume": 1163150.0,
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        "fair_value": 5.82862,
        "relative_strength": 12.434191,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 94.439922,
        "energy": 92.38584,
        "activity_lines": [
          8.4,
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          7.834622,
          7.549496
        ]
      },
      {
        "date": "2026-07-24",
        "close": 8.5,
        "volume": 835900,
        "typical_volume": 1002300.0,
        "trend": 7.233373,
        "fair_value": 5.849211,
        "relative_strength": 8.730651,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 71.465806,
        "energy": 70.998358,
        "activity_lines": [
          8.48,
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          7.636169
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      },
      {
        "date": "2026-07-31",
        "close": 8.6,
        "volume": 204700,
        "typical_volume": 842900.0,
        "trend": 7.313507,
        "fair_value": 5.870442,
        "relative_strength": 11.010953,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 74.411813,
        "energy": 75.649368,
        "activity_lines": [
          8.553333,
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          8.018829,
          7.724338
        ]
      },
      {
        "date": "2026-08-07",
        "close": 8.75,
        "volume": 291600,
        "typical_volume": 796725.0,
        "trend": 7.395463,
        "fair_value": 5.892151,
        "relative_strength": 13.320874,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 80.861266,
        "energy": 82.049847,
        "activity_lines": [
          8.64,
          8.456364,
          8.117699,
          7.817015
        ]
      }
    ],
    "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."
    }
  }
}