{
  "ticker": {
    "uuid": "07199f26-1fa9-4470-95c8-f15c4c6c90e0",
    "symbol": "KTBSTMR",
    "name": "KTBST Mixed Freehold and Leasehold Real Estate Investment Trust",
    "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": "2c",
    "phase_label": "Stage 2C \u00b7 Late advance",
    "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": 89.077,
    "architecture_energy": 75.728,
    "architecture_maturity": 100.0,
    "architecture_confidence": 64.821,
    "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": 4.03,
        "rotation_up": 85.49,
        "upward_expansion": 87.67,
        "deceleration": 65.08,
        "rotation_down": 8.87,
        "downward_expansion": 12.0
      },
      "activity_lines": [
        7.073333,
        6.789091,
        6.357655,
        6.078599
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 7.35,
    "trend_reference": 5.747073,
    "distance_from_trend": 0.278912,
    "trend_direction": "Improving",
    "fair_value": 5.221578,
    "distance_from_fair_value": 0.407621,
    "fair_value_direction": "Improving",
    "relative_strength": 17.304953,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.42322,
    "excess_performance": 0.230895,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.278912,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.095547,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.407621,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.334386,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.17305,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.23789,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.42322,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.421263,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1075300,
      "relative_activity": 1.412397,
      "balance": 2.421263,
      "dry_up": 1.918846,
      "accumulation_observations": 5,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.037127,
      "annualized_volatility": 0.174636,
      "from_high_reference": -0.013423,
      "from_low_reference": 0.549542
    },
    "levels": {
      "trend_reference": 5.747073,
      "fair_value_reference": 5.221578,
      "structural_low": 5.022209,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 14,
        "median_return": 0.007605,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
        "median_excess_return": 0.014479,
        "regime_survival": 0.785714,
        "best_return": 0.104,
        "worst_return": -0.058824,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.041865,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": -0.015894,
        "regime_survival": 0.8,
        "best_return": 0.234045,
        "worst_return": -0.04947,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.086085,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.03368,
        "regime_survival": 0.666667,
        "best_return": 0.245459,
        "worst_return": -0.037017,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 0.045882,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.192833,
        "regime_survival": 0.0,
        "best_return": 0.045882,
        "worst_return": 0.045882,
        "sufficient": false
      }
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-07-12",
        "end": "2024-09-06",
        "tenure": "Developing",
        "return": 0.058975,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "end": "2024-10-25",
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        "return": -0.007634,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-11-15",
        "tenure": "New",
        "return": 0.015152,
        "active": false
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      {
        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-12-27",
        "tenure": "New",
        "return": -0.008,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-01-31",
        "tenure": "Developing",
        "return": -0.016,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-07",
        "end": "2025-03-28",
        "tenure": "Developing",
        "return": 0.046872,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
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      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-08-08",
        "tenure": "Established",
        "return": 0.039712,
        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "active": true
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        "energy": 68.337641,
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      },
      {
        "date": "2026-07-24",
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        "relative_strength": 8.56591,
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      },
      {
        "date": "2026-07-31",
        "close": 7.3,
        "volume": 2180100,
        "typical_volume": 722515.0,
        "trend": 5.677377,
        "fair_value": 5.208899,
        "relative_strength": 15.986013,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 93.580656,
        "energy": 76.892517,
        "activity_lines": [
          6.876667,
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          6.2203,
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      },
      {
        "date": "2026-08-07",
        "close": 7.35,
        "volume": 1075300,
        "typical_volume": 761330.0,
        "trend": 5.747073,
        "fair_value": 5.221578,
        "relative_strength": 17.304953,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 89.076586,
        "energy": 75.727912,
        "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."
    }
  }
}