{
  "ticker": {
    "uuid": "c5581631-09a7-46a1-b63b-16cfc8b770ec",
    "symbol": "SIS",
    "name": "SiS Distribution (Thailand) 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": "2a",
    "phase_label": "Stage 2A \u00b7 Early 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": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 68.862,
    "architecture_energy": 85.723,
    "architecture_maturity": 22.675,
    "architecture_confidence": 80.191,
    "architecture_tenure": "New",
    "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": 7.47,
        "rotation_up": 83.22,
        "upward_expansion": 98.85,
        "deceleration": 39.01,
        "rotation_down": 8.15,
        "downward_expansion": 20.85
      },
      "activity_lines": [
        26.233333,
        24.856364,
        23.695238,
        23.108395
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 26.25,
    "trend_reference": 22.181179,
    "distance_from_trend": 0.183436,
    "trend_direction": "Improving",
    "fair_value": 21.430551,
    "distance_from_fair_value": 0.224887,
    "fair_value_direction": "Improving",
    "relative_strength": 9.430061,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.361949,
    "excess_performance": 0.169624,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.183436,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.082538,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.224887,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.078504,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.094301,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.06936,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.361949,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.188324,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2352500,
      "relative_activity": 0.930745,
      "balance": 1.188324,
      "dry_up": 1.259513,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.059634,
      "annualized_volatility": 0.290935,
      "from_high_reference": -0.045455,
      "from_low_reference": 0.518239
    },
    "levels": {
      "trend_reference": 22.181179,
      "fair_value_reference": 21.430551,
      "structural_low": 19.084888,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 16,
        "median_return": -0.017722,
        "positive_rate": 0.375,
        "directional_follow_through": 0.375,
        "median_excess_return": -0.020904,
        "regime_survival": 0.625,
        "best_return": 0.189543,
        "worst_return": -0.192308,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.009091,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
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        "regime_survival": 0.285714,
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        "worst_return": -0.151459,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.036364,
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        "directional_follow_through": 0.6,
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        "regime_survival": 0.6,
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        "worst_return": -0.390745,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
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        "worst_return": -0.276352,
        "sufficient": false
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      {
        "regime": "balance",
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      },
      {
        "regime": "upward_expansion",
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      },
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "tenure": "New",
        "return": -0.014681,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-07-25",
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      },
      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "return": 0.0625,
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        "regime": "deceleration",
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      },
      {
        "date": "2026-04-24",
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      },
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        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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      },
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        "date": "2026-05-22",
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      },
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        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 2974350.0,
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        "fair_value": 21.120018,
        "relative_strength": 1.081412,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
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          22.68,
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      },
      {
        "date": "2026-07-17",
        "close": 25.75,
        "volume": 4950900,
        "typical_volume": 2874640.0,
        "trend": 21.470047,
        "fair_value": 21.191683,
        "relative_strength": 5.363599,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 81.070281,
        "energy": 77.315428,
        "activity_lines": [
          23.87,
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          22.594286,
          22.195992
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      },
      {
        "date": "2026-07-24",
        "close": 25.75,
        "volume": 3272400,
        "typical_volume": 2720290.0,
        "trend": 21.685919,
        "fair_value": 21.265558,
        "relative_strength": 5.245927,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 78.89937,
        "energy": 84.908924,
        "activity_lines": [
          24.763333,
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          22.920714,
          22.472118
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      },
      {
        "date": "2026-07-31",
        "close": 27.25,
        "volume": 2158100,
        "typical_volume": 2703675.0,
        "trend": 21.95179,
        "fair_value": 21.348497,
        "relative_strength": 12.711027,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 85.148596,
        "energy": 92.006236,
        "activity_lines": [
          25.88,
          24.320909,
          23.369762,
          22.831091
        ]
      },
      {
        "date": "2026-08-07",
        "close": 26.25,
        "volume": 2352500,
        "typical_volume": 2527545.0,
        "trend": 22.181179,
        "fair_value": 21.430551,
        "relative_strength": 9.430061,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 68.86219,
        "energy": 85.723398,
        "activity_lines": [
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          23.108395
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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."
    }
  }
}