{
  "ticker": {
    "uuid": "94517a8a-3b0e-46d1-a9da-282cf23b1382",
    "symbol": "KTB",
    "name": "Krung Thai 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": 85.905,
    "architecture_energy": 94.519,
    "architecture_maturity": 100.0,
    "architecture_confidence": 79.198,
    "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": 0.17,
        "rotation_up": 88.2,
        "upward_expansion": 99.82,
        "deceleration": 39.06,
        "rotation_down": 8.26,
        "downward_expansion": 21.82
      },
      "activity_lines": [
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      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 45.0,
    "trend_reference": 34.158962,
    "distance_from_trend": 0.31737,
    "trend_direction": "Improving",
    "fair_value": 21.274944,
    "distance_from_fair_value": 1.115164,
    "fair_value_direction": "Improving",
    "relative_strength": 30.925516,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.686092,
    "excess_performance": 0.493767,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.31737,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.152971,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.115164,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.42593,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.309255,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.196094,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.686092,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 5.0,
        "read": "Demand-led"
      }
    ],
    "volume": {
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      "relative_activity": 1.272674,
      "balance": 5.0,
      "dry_up": 1.410464,
      "accumulation_observations": 6,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.038889,
      "annualized_volatility": 0.225627,
      "from_high_reference": -0.021739,
      "from_low_reference": 1.051132
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    "levels": {
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      "fair_value_reference": 21.274944,
      "structural_low": 27.157163,
      "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": 43,
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        "directional_follow_through": 0.674419,
        "median_excess_return": 0.01972,
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        "worst_return": -0.088723,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 14,
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        "worst_return": -0.064677,
        "sufficient": true
      },
      {
        "horizon": "Extended",
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        "sufficient": true
      },
      {
        "horizon": "Full cycle",
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        "sufficient": false
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      },
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        "regime": "deceleration",
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      {
        "regime": "balance",
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      },
      {
        "regime": "downward_expansion",
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      },
      {
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      },
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        "date": "2026-07-17",
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 286370088.75,
        "trend": 32.955421,
        "fair_value": 20.912377,
        "relative_strength": 26.679261,
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      },
      {
        "date": "2026-07-31",
        "close": 44.25,
        "volume": 328293900,
        "typical_volume": 285901073.75,
        "trend": 33.548593,
        "fair_value": 21.091518,
        "relative_strength": 29.070274,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 88.915675,
        "energy": 95.894626,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 45.0,
        "volume": 371530300,
        "typical_volume": 291928873.75,
        "trend": 34.158962,
        "fair_value": 21.274944,
        "relative_strength": 30.925516,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 85.905193,
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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."
    }
  }
}