{
  "ticker": {
    "uuid": "771abf8c-c5ee-4513-9df9-1eaa0bcc6dbc",
    "symbol": "TSE",
    "name": "Thai Solar Energy 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": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 81.029,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 42.248,
    "architecture_energy": 30.511,
    "architecture_maturity": 27.214,
    "architecture_confidence": 83.206,
    "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": 36.72,
        "rotation_up": 47.4,
        "upward_expansion": 70.9,
        "deceleration": 53.71,
        "rotation_down": 21.23,
        "downward_expansion": 9.57
      },
      "activity_lines": [
        0.799333,
        0.788727,
        0.793857,
        0.748968
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.666667
    },
    "latest_close": 0.79,
    "trend_reference": 0.668333,
    "distance_from_trend": 0.182045,
    "trend_direction": "Improving",
    "fair_value": 0.924623,
    "distance_from_fair_value": -0.145598,
    "fair_value_direction": "Weakening",
    "relative_strength": 18.996988,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.926829,
    "excess_performance": 0.734504,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.182045,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.19988,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.145598,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.02092,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.18997,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.445886,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.926829,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.044416,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 17015900,
      "relative_activity": 0.184589,
      "balance": 1.044416,
      "dry_up": 0.442176,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.097371,
      "annualized_volatility": 0.745368,
      "from_high_reference": -0.268519,
      "from_low_reference": 1.323529
    },
    "levels": {
      "trend_reference": 0.668333,
      "fair_value_reference": 0.924623,
      "structural_low": 0.34,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 10,
        "median_return": -0.064596,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.044632,
        "regime_survival": 0.6,
        "best_return": 0.08547,
        "worst_return": -0.28125,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.082988,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.122491,
        "regime_survival": 0.0,
        "best_return": 0.065789,
        "worst_return": -0.296875,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.0625,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.171008,
        "regime_survival": 0.0,
        "best_return": 0.014401,
        "worst_return": -0.1741,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.285764,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.211873,
        "regime_survival": 0.0,
        "best_return": -0.243648,
        "worst_return": -0.327879,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-03-15",
        "end": "2024-09-20",
        "tenure": "Extended",
        "return": -0.1,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-10-04",
        "tenure": "New",
        "return": -0.086207,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-10-18",
        "tenure": "New",
        "return": -0.045455,
        "active": false
      },
      {
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-22",
        "end": "2025-07-25",
        "tenure": "Extended",
        "return": -0.548387,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-09-12",
        "tenure": "Developing",
        "return": 0.108696,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-10-17",
        "tenure": "Developing",
        "return": -0.28125,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-24",
        "end": "2026-01-30",
        "tenure": "Established",
        "return": -0.145833,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "active": false
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      {
        "regime": "balance",
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      {
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      {
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 97867390.0,
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        "stage": 3,
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      },
      {
        "date": "2026-07-31",
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        "typical_volume": 98730015.0,
        "trend": 0.656667,
        "fair_value": 0.932881,
        "relative_strength": 18.930559,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 42.821268,
        "energy": 31.310561,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 0.79,
        "volume": 17015900,
        "typical_volume": 92182615.0,
        "trend": 0.668333,
        "fair_value": 0.924623,
        "relative_strength": 18.996988,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 42.247648,
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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."
    }
  }
}