{
  "ticker": {
    "uuid": "8d3c4e7b-5805-4a34-ad53-e9fd7c32112e",
    "symbol": "STANLY",
    "name": "Thai Stanley Electric 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": "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": 62.272,
    "architecture_energy": 58.056,
    "architecture_maturity": 79.456,
    "architecture_confidence": 68.243,
    "architecture_tenure": "Established",
    "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": 15.71,
        "rotation_up": 50.03,
        "upward_expansion": 81.69,
        "deceleration": 71.29,
        "rotation_down": 27.66,
        "downward_expansion": 10.69
      },
      "activity_lines": [
        236.2,
        234.962425,
        227.462382,
        220.464015
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 233.0,
    "trend_reference": 211.485556,
    "distance_from_trend": 0.10173,
    "trend_direction": "Improving",
    "fair_value": 185.920962,
    "distance_from_fair_value": 0.253221,
    "fair_value_direction": "Improving",
    "relative_strength": 2.067069,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.213542,
    "excess_performance": 0.021217,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.10173,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.076536,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.253221,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.10895,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.020671,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.068597,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.213542,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.509842,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 121700,
      "relative_activity": 0.999343,
      "balance": 1.509842,
      "dry_up": 0.959722,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.034445,
      "annualized_volatility": 0.175051,
      "from_high_reference": -0.052846,
      "from_low_reference": 0.380198
    },
    "levels": {
      "trend_reference": 211.485556,
      "fair_value_reference": 185.920962,
      "structural_low": 192.0,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 32,
        "median_return": 0.004535,
        "positive_rate": 0.5625,
        "directional_follow_through": 0.5625,
        "median_excess_return": 0.004652,
        "regime_survival": 0.6875,
        "best_return": 0.093596,
        "worst_return": -0.090206,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
        "median_return": 0.03353,
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        "directional_follow_through": 0.666667,
        "median_excess_return": -0.008976,
        "regime_survival": 0.5,
        "best_return": 0.1257,
        "worst_return": -0.130631,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": 0.008404,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
        "median_excess_return": 0.023039,
        "regime_survival": 0.285714,
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        "worst_return": -0.125455,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
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        "worst_return": -0.018297,
        "sufficient": false
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      },
      {
        "regime": "deceleration",
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      {
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        "regime": "upward_expansion",
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      {
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        "active": false
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        "regime": "downward_expansion",
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      },
      {
        "date": "2026-04-24",
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        "typical_volume": 52145.0,
        "trend": 189.883674,
        "fair_value": 179.138437,
        "relative_strength": -5.743588,
        "stage": 3,
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        "modifier": "Recompressing",
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        "date": "2026-05-01",
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        "modifier": "Momentum cooling",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "fair_value": 180.027376,
        "relative_strength": -4.792652,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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      },
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        "date": "2026-05-15",
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        "typical_volume": 66410.0,
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      },
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        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 90915.0,
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        "date": "2026-06-05",
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        "relative_strength": -3.906396,
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      },
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        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-26",
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        "relative_strength": 4.034609,
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        "direction": 76.910843,
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      },
      {
        "date": "2026-07-03",
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        "volume": 81500,
        "typical_volume": 95775.0,
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        "fair_value": 183.454576,
        "relative_strength": 3.871431,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 240.0,
        "volume": 430500,
        "typical_volume": 114405.0,
        "trend": 205.018889,
        "fair_value": 183.961362,
        "relative_strength": 4.660925,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 84.985481,
        "energy": 73.521216,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 240.0,
        "volume": 181700,
        "typical_volume": 119750.0,
        "trend": 206.768889,
        "fair_value": 184.452356,
        "relative_strength": 3.575518,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 78.019359,
        "energy": 70.855545,
        "activity_lines": [
          237.084445,
          231.584244,
          221.70143,
          215.187026
        ]
      },
      {
        "date": "2026-07-24",
        "close": 238.0,
        "volume": 88900,
        "typical_volume": 119495.0,
        "trend": 208.435556,
        "fair_value": 184.941058,
        "relative_strength": 2.451542,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 67.686562,
        "energy": 67.052104,
        "activity_lines": [
          238.124445,
          233.437577,
          224.036826,
          217.201936
        ]
      },
      {
        "date": "2026-07-31",
        "close": 236.0,
        "volume": 75200,
        "typical_volume": 119585.0,
        "trend": 210.002223,
        "fair_value": 185.422203,
        "relative_strength": 2.749342,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 65.845757,
        "energy": 65.43926,
        "activity_lines": [
          237.937778,
          234.618183,
          225.986509,
          218.980287
        ]
      },
      {
        "date": "2026-08-07",
        "close": 233.0,
        "volume": 121700,
        "typical_volume": 121780.0,
        "trend": 211.485556,
        "fair_value": 185.920962,
        "relative_strength": 2.067069,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 62.271963,
        "energy": 58.056373,
        "activity_lines": [
          236.2,
          234.962425,
          227.462382,
          220.464015
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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."
    }
  }
}