{
  "ticker": {
    "uuid": "8fe17492-c49a-4ef0-ada5-819576181b0a",
    "symbol": "KKP",
    "name": "Kiatnakin Phatra Bank 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": 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": 72.656,
    "architecture_energy": 69.769,
    "architecture_maturity": 100.0,
    "architecture_confidence": 74.556,
    "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": 1.21,
        "rotation_up": 81.41,
        "upward_expansion": 90.0,
        "deceleration": 62.73,
        "rotation_down": 11.5,
        "downward_expansion": 12.0
      },
      "activity_lines": [
        111.766667,
        107.204545,
        98.112932,
        91.447231
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 112.5,
    "trend_reference": 83.196341,
    "distance_from_trend": 0.352223,
    "trend_direction": "Improving",
    "fair_value": 53.352272,
    "distance_from_fair_value": 1.108626,
    "fair_value_direction": "Improving",
    "relative_strength": 35.20672,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.635493,
    "excess_performance": 0.443168,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.352223,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.192223,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.108626,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.431397,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.352067,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.150357,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.635493,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.923355,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 50304700,
      "relative_activity": 1.954524,
      "balance": 2.923355,
      "dry_up": 2.10916,
      "accumulation_observations": 5,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.053846,
      "annualized_volatility": 0.285176,
      "from_high_reference": -0.074074,
      "from_low_reference": 1.16179
    },
    "levels": {
      "trend_reference": 83.196341,
      "fair_value_reference": 53.352272,
      "structural_low": 66.177438,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 33,
        "median_return": 0.0,
        "positive_rate": 0.484848,
        "directional_follow_through": 0.484848,
        "median_excess_return": 0.004498,
        "regime_survival": 0.787879,
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        "worst_return": -0.099099,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
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        "worst_return": -0.246377,
        "sufficient": true
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        "horizon": "Extended",
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        "sufficient": true
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        "horizon": "Full cycle",
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        "worst_return": -0.283166,
        "sufficient": false
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        "end": "2024-03-15",
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      },
      {
        "date": "2026-07-17",
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        "volume": 27054600,
        "typical_volume": 19329720.0,
        "trend": 78.193557,
        "fair_value": 52.02782,
        "relative_strength": 29.605042,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
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        "energy": 93.341188,
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      },
      {
        "date": "2026-07-24",
        "close": 118.0,
        "volume": 82105600,
        "typical_volume": 21985900.0,
        "trend": 80.00004,
        "fair_value": 52.496443,
        "relative_strength": 42.152774,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
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        "direction": 96.808883,
        "energy": 92.932968,
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      },
      {
        "date": "2026-07-31",
        "close": 111.0,
        "volume": 57673800,
        "typical_volume": 23776110.0,
        "trend": 81.549471,
        "fair_value": 52.922776,
        "relative_strength": 33.877276,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 72.181883,
        "energy": 69.814342,
        "activity_lines": [
          110.433333,
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        ]
      },
      {
        "date": "2026-08-07",
        "close": 112.5,
        "volume": 50304700,
        "typical_volume": 25737575.0,
        "trend": 83.196341,
        "fair_value": 53.352272,
        "relative_strength": 35.20672,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 72.656046,
        "energy": 69.769147,
        "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."
    }
  }
}