{
  "ticker": {
    "uuid": "da176e28-94f3-432c-b216-5cd89737d421",
    "symbol": "ETE",
    "name": "Eastern Technical Engineering 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": 48.206,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": -16.286,
    "architecture_energy": 10.562,
    "architecture_maturity": 42.046,
    "architecture_confidence": 61.831,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 56.36,
        "rotation_up": 27.28,
        "upward_expansion": 7.6,
        "deceleration": 53.97,
        "rotation_down": 36.21,
        "downward_expansion": 44.6
      },
      "activity_lines": [
        0.572667,
        0.573636,
        0.577762,
        0.581183
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Stable",
      "price_acceptance": -0.5
    },
    "latest_close": 0.58,
    "trend_reference": 0.579667,
    "distance_from_trend": 0.000575,
    "trend_direction": "Weakening",
    "fair_value": 0.868247,
    "distance_from_fair_value": -0.331988,
    "fair_value_direction": "Improving",
    "relative_strength": -19.410841,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.035714,
    "excess_performance": -0.156611,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.000575,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.024678,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.331988,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.026046,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.194108,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.04716,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.035714,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.97122,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 93700,
      "relative_activity": 0.113968,
      "balance": 0.97122,
      "dry_up": 0.976543,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.086207,
      "annualized_volatility": 0.282171,
      "from_high_reference": -0.292683,
      "from_low_reference": 0.288889
    },
    "levels": {
      "trend_reference": 0.579667,
      "fair_value_reference": 0.868247,
      "structural_low": 0.45,
      "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": 19,
        "median_return": -0.043269,
        "positive_rate": 0.157895,
        "directional_follow_through": 0.157895,
        "median_excess_return": -0.050792,
        "regime_survival": 0.631579,
        "best_return": 0.257143,
        "worst_return": -0.140187,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.119872,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.149387,
        "regime_survival": 0.25,
        "best_return": 0.148514,
        "worst_return": -0.254386,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.174295,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.166667,
        "median_excess_return": -0.197806,
        "regime_survival": 0.333333,
        "best_return": 0.238119,
        "worst_return": -0.403509,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.222617,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.152969,
        "regime_survival": 0.75,
        "best_return": 0.156931,
        "worst_return": -0.368421,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2023-10-27",
        "end": "2023-11-17",
        "tenure": "New",
        "return": 0.044943,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-11-24",
        "end": "2023-12-08",
        "tenure": "New",
        "return": 0.210526,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-12-15",
        "end": "2024-01-12",
        "tenure": "Developing",
        "return": 0.257143,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-01-19",
        "end": "2024-02-23",
        "tenure": "Developing",
        "return": -0.044117,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-03-01",
        "end": "2024-06-14",
        "tenure": "Established",
        "return": -0.068959,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-06-28",
        "tenure": "New",
        "return": -0.018519,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-07-05",
        "end": "2024-09-27",
        "tenure": "Established",
        "return": 0.037736,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-10-04",
        "end": "2024-11-15",
        "tenure": "Developing",
        "return": -0.157895,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-22",
        "end": "2025-05-16",
        "tenure": "Established",
        "return": -0.152174,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-23",
        "end": "2025-07-11",
        "tenure": "Developing",
        "return": -0.093333,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-07-18",
        "end": "2025-08-29",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
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        "end": "2025-11-21",
        "tenure": "Developing",
        "return": -0.135135,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-28",
        "end": "2026-03-13",
        "tenure": "Established",
        "return": -0.107692,
        "active": false
      },
      {
        "regime": "balance",
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        "color": "blue",
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        "tenure": "Established",
        "return": -0.033333,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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      },
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        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 441855.0,
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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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      },
      {
        "date": "2026-05-29",
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        "date": "2026-06-05",
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      {
        "date": "2026-06-12",
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      {
        "date": "2026-06-26",
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        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -9.046504,
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        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "volume": 103600,
        "typical_volume": 751245.0,
        "trend": 0.581667,
        "fair_value": 0.887563,
        "relative_strength": -23.026451,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -7.014926,
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      },
      {
        "date": "2026-07-10",
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        "volume": 235100,
        "typical_volume": 752770.0,
        "trend": 0.580333,
        "fair_value": 0.886213,
        "relative_strength": -24.036058,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -18.497002,
        "energy": 9.395471,
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          0.575333,
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      },
      {
        "date": "2026-07-17",
        "close": 0.57,
        "volume": 293900,
        "typical_volume": 744315.0,
        "trend": 0.579333,
        "fair_value": 0.881049,
        "relative_strength": -24.087373,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -18.598661,
        "energy": 12.762012,
        "activity_lines": [
          0.573333,
          0.575273,
          0.581095,
          0.58243
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      },
      {
        "date": "2026-07-24",
        "close": 0.58,
        "volume": 2710100,
        "typical_volume": 861685.0,
        "trend": 0.580333,
        "fair_value": 0.876012,
        "relative_strength": -22.303264,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -14.621867,
        "energy": 8.065029,
        "activity_lines": [
          0.574667,
          0.575818,
          0.580524,
          0.582473
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.56,
        "volume": 113800,
        "typical_volume": 843610.0,
        "trend": 0.579667,
        "fair_value": 0.872097,
        "relative_strength": -23.389349,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -23.681516,
        "energy": 17.267062,
        "activity_lines": [
          0.57,
          0.572364,
          0.578143,
          0.581161
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.58,
        "volume": 93700,
        "typical_volume": 822160.0,
        "trend": 0.579667,
        "fair_value": 0.868247,
        "relative_strength": -19.410841,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -16.286066,
        "energy": 10.562281,
        "activity_lines": [
          0.572667,
          0.573636,
          0.577762,
          0.581183
        ]
      }
    ],
    "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."
    }
  }
}