{
  "ticker": {
    "uuid": "05b2a531-218c-499f-b1d5-2a4148c1460f",
    "symbol": "TNL",
    "name": "Thanulux 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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -73.767,
    "architecture_energy": 70.01,
    "architecture_maturity": 44.978,
    "architecture_confidence": 94.975,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 4.03,
        "rotation_up": 25.28,
        "upward_expansion": 12.0,
        "deceleration": 51.11,
        "rotation_down": 65.11,
        "downward_expansion": 87.67
      },
      "activity_lines": [
        18.626667,
        18.950909,
        20.014762,
        20.858071
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.833333
    },
    "latest_close": 18.5,
    "trend_reference": 21.778006,
    "distance_from_trend": -0.150519,
    "trend_direction": "Weakening",
    "fair_value": 29.145039,
    "distance_from_fair_value": -0.365244,
    "fair_value_direction": "Weakening",
    "relative_strength": -31.343408,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.195915,
    "excess_performance": -0.388241,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.150519,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.049785,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.365244,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.073919,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.313434,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.060222,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.195915,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.176101,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 9900,
      "relative_activity": 7.2,
      "balance": 0.176101,
      "dry_up": 2.981818,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.030769,
      "annualized_volatility": 0.15351,
      "from_high_reference": -0.345642,
      "from_low_reference": 0.010929
    },
    "levels": {
      "trend_reference": 21.778006,
      "fair_value_reference": 29.145039,
      "structural_low": 18.299999,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 30,
        "median_return": -0.002299,
        "positive_rate": 0.4,
        "directional_follow_through": 0.533333,
        "median_excess_return": -0.011888,
        "regime_survival": 0.833333,
        "best_return": 0.318182,
        "worst_return": -0.185185,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": 0.021605,
        "positive_rate": 0.5,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.018044,
        "regime_survival": 0.6,
        "best_return": 0.343074,
        "worst_return": -0.189655,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.012989,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.004883,
        "regime_survival": 0.333333,
        "best_return": 1.054473,
        "worst_return": -0.15464,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.023213,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.011004,
        "regime_survival": 0.0,
        "best_return": 0.466201,
        "worst_return": -0.19867,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-11-03",
        "end": "2023-11-24",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-12-01",
        "end": "2024-09-06",
        "tenure": "Extended",
        "return": 0.037523,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-09-13",
        "end": "2024-09-27",
        "tenure": "New",
        "return": 0.027586,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-11-15",
        "tenure": "Developing",
        "return": -0.087838,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-02-21",
        "tenure": "Established",
        "return": -0.035461,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-02-28",
        "end": "2025-03-07",
        "tenure": "New",
        "return": -0.053435,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-14",
        "end": "2025-09-26",
        "tenure": "Extended",
        "return": -0.052084,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-10-10",
        "tenure": "New",
        "return": -0.094828,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-10-24",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2026-02-27",
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        "active": false
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      {
        "regime": "deceleration",
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        "end": "2026-03-13",
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        "return": 0.025751,
        "active": false
      },
      {
        "regime": "balance",
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        "fair_value": 30.619873,
        "relative_strength": -17.761491,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 18.364954,
        "energy": 48.720167,
        "activity_lines": [
          23.566667,
          23.581773,
          23.363204,
          23.2812
        ]
      },
      {
        "date": "2026-05-01",
        "close": 23.0,
        "volume": 1000,
        "typical_volume": 330.0,
        "trend": 23.319631,
        "fair_value": 30.553355,
        "relative_strength": -20.832687,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -18.689832,
        "energy": 25.094592,
        "activity_lines": [
          23.373333,
          23.481818,
          23.35013,
          23.249241
        ]
      },
      {
        "date": "2026-05-08",
        "close": 21.6,
        "volume": 2500,
        "typical_volume": 455.0,
        "trend": 23.186597,
        "fair_value": 30.479392,
        "relative_strength": -25.321211,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "mixed",
        "direction": -62.39911,
        "energy": 56.669642,
        "activity_lines": [
          22.753333,
          23.134545,
          23.203294,
          23.138297
        ]
      },
      {
        "date": "2026-05-15",
        "close": 22.0,
        "volume": 300,
        "typical_volume": 470.0,
        "trend": 23.091269,
        "fair_value": 30.40952,
        "relative_strength": -24.127128,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -57.844999,
        "energy": 63.433122,
        "activity_lines": [
          22.4,
          22.890909,
          23.100791,
          23.061742
        ]
      },
      {
        "date": "2026-05-22",
        "close": 21.9,
        "volume": 100,
        "typical_volume": 470.0,
        "trend": 23.021855,
        "fair_value": 30.343593,
        "relative_strength": -24.762449,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -71.627676,
        "energy": 87.740799,
        "activity_lines": [
          22.12,
          22.652727,
          22.993098,
          22.984886
        ]
      },
      {
        "date": "2026-05-29",
        "close": 20.799999,
        "volume": 1100,
        "typical_volume": 520.0,
        "trend": 22.919024,
        "fair_value": 30.270614,
        "relative_strength": -29.200681,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -94.017586,
        "energy": 97.461718,
        "activity_lines": [
          21.586666,
          22.250909,
          22.774776,
          22.841541
        ]
      },
      {
        "date": "2026-06-05",
        "close": 20.799999,
        "volume": 0,
        "typical_volume": 515.0,
        "trend": 22.832441,
        "fair_value": 30.197635,
        "relative_strength": -29.108083,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -88.027283,
        "energy": 95.317745,
        "activity_lines": [
          21.233333,
          21.901818,
          22.566965,
          22.704829
        ]
      },
      {
        "date": "2026-06-12",
        "close": 20.799999,
        "volume": 0,
        "typical_volume": 510.0,
        "trend": 22.739359,
        "fair_value": 30.126185,
        "relative_strength": -28.7777,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -81.475533,
        "energy": 93.218006,
        "activity_lines": [
          21.026666,
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          22.368739,
          22.573704
        ]
      },
      {
        "date": "2026-06-19",
        "close": 20.0,
        "volume": 100,
        "typical_volume": 515.0,
        "trend": 22.652106,
        "fair_value": 30.049606,
        "relative_strength": -29.787952,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -94.305321,
        "energy": 97.879887,
        "activity_lines": [
          20.606666,
          21.210909,
          22.104833,
          22.396971
        ]
      },
      {
        "date": "2026-06-26",
        "close": 20.0,
        "volume": 100,
        "typical_volume": 520.0,
        "trend": 22.551855,
        "fair_value": 29.957745,
        "relative_strength": -27.559381,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -86.218221,
        "energy": 95.035882,
        "activity_lines": [
          20.32,
          20.883636,
          21.85525,
          22.225868
        ]
      },
      {
        "date": "2026-07-03",
        "close": 18.9,
        "volume": 2900,
        "typical_volume": 665.0,
        "trend": 22.418187,
        "fair_value": 29.832852,
        "relative_strength": -33.648869,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -96.474098,
        "energy": 98.405617,
        "activity_lines": [
          19.793333,
          20.421818,
          21.515226,
          21.990264
        ]
      },
      {
        "date": "2026-07-10",
        "close": 18.6,
        "volume": 1800,
        "typical_volume": 680.0,
        "trend": 22.274519,
        "fair_value": 29.70298,
        "relative_strength": -34.272623,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -91.929318,
        "energy": 94.674327,
        "activity_lines": [
          19.293333,
          19.989091,
          21.16619,
          21.743929
        ]
      },
      {
        "date": "2026-07-17",
        "close": 18.700001,
        "volume": 2500,
        "typical_volume": 795.0,
        "trend": 22.134184,
        "fair_value": 29.567636,
        "relative_strength": -33.940381,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -79.887603,
        "energy": 72.655729,
        "activity_lines": [
          18.973334,
          19.654545,
          20.849524,
          21.513315
        ]
      },
      {
        "date": "2026-07-24",
        "close": 18.700001,
        "volume": 4000,
        "typical_volume": 955.0,
        "trend": 21.993849,
        "fair_value": 29.430764,
        "relative_strength": -33.442281,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.128983,
        "energy": 70.170334,
        "activity_lines": [
          18.793334,
          19.372727,
          20.554762,
          21.291755
        ]
      },
      {
        "date": "2026-07-31",
        "close": 18.700001,
        "volume": 0,
        "typical_volume": 955.0,
        "trend": 21.928257,
        "fair_value": 29.287778,
        "relative_strength": -31.855175,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -68.32665,
        "energy": 68.251338,
        "activity_lines": [
          18.700001,
          19.150909,
          20.281905,
          21.079249
        ]
      },
      {
        "date": "2026-08-07",
        "close": 18.5,
        "volume": 9900,
        "typical_volume": 1375.0,
        "trend": 21.778006,
        "fair_value": 29.145039,
        "relative_strength": -31.343408,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.766513,
        "energy": 70.01015,
        "activity_lines": [
          18.626667,
          18.950909,
          20.014762,
          20.858071
        ]
      }
    ],
    "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."
    }
  }
}