{
  "ticker": {
    "uuid": "2e242098-2a11-49bf-98dc-7c47371d690e",
    "symbol": "PTTEP",
    "name": "PTT Exploration and Production 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": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "up",
    "architecture_direction": 41.421,
    "architecture_energy": 42.842,
    "architecture_maturity": 51.769,
    "architecture_confidence": 66.495,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 32.82,
        "rotation_up": 73.37,
        "upward_expansion": 65.72,
        "deceleration": 53.82,
        "rotation_down": 6.73,
        "downward_expansion": 18.72
      },
      "activity_lines": [
        148.1,
        143.554545,
        144.016667,
        144.211628
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 149.0,
    "trend_reference": 141.094105,
    "distance_from_trend": 0.056033,
    "trend_direction": "Improving",
    "fair_value": 122.798882,
    "distance_from_fair_value": 0.213366,
    "fair_value_direction": "Weakening",
    "relative_strength": 2.712268,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.214449,
    "excess_performance": 0.022124,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.056033,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.095849,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.213366,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.010583,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.027123,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.079065,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.214449,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.652074,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 110010800,
      "relative_activity": 1.435319,
      "balance": 2.652074,
      "dry_up": 1.390244,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.037945,
      "annualized_volatility": 0.255663,
      "from_high_reference": -0.091463,
      "from_low_reference": 0.483029
    },
    "levels": {
      "trend_reference": 141.094105,
      "fair_value_reference": 122.798882,
      "structural_low": 121.723358,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 7,
        "median_return": 0.023697,
        "positive_rate": 0.857143,
        "directional_follow_through": 0.142857,
        "median_excess_return": 0.025459,
        "regime_survival": 0.285714,
        "best_return": 0.073559,
        "worst_return": -0.059016,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.111595,
        "positive_rate": 0.6,
        "directional_follow_through": 0.4,
        "median_excess_return": 0.095911,
        "regime_survival": 0.0,
        "best_return": 0.298578,
        "worst_return": -0.119763,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.104305,
        "positive_rate": 0.8,
        "directional_follow_through": 0.2,
        "median_excess_return": 0.139244,
        "regime_survival": 0.0,
        "best_return": 0.481566,
        "worst_return": -0.140805,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.072703,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.217059,
        "regime_survival": 0.0,
        "best_return": 0.644827,
        "worst_return": -0.151611,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-04",
        "end": "2025-07-18",
        "tenure": "New",
        "return": 0.077982,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-07-25",
        "end": "2025-08-22",
        "tenure": "Developing",
        "return": 0.003411,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-29",
        "end": "2025-09-05",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-12",
        "end": "2025-09-26",
        "tenure": "New",
        "return": 0.044248,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-03",
        "end": "2025-10-17",
        "tenure": "New",
        "return": -0.078947,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-24",
        "end": "2025-10-31",
        "tenure": "New",
        "return": -0.040359,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-07",
        "end": "2025-11-14",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-21",
        "end": "2025-12-12",
        "tenure": "New",
        "return": 0.023697,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-12-19",
        "end": "2025-12-26",
        "tenure": "New",
        "return": 0.032407,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-02",
        "end": "2026-01-16",
        "tenure": "New",
        "return": 0.026549,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-01-23",
        "end": "2026-02-06",
        "tenure": "New",
        "return": 0.07173,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-13",
        "end": "2026-05-08",
        "tenure": "Established",
        "return": 0.134446,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-05-15",
        "end": "2026-07-03",
        "tenure": "Developing",
        "return": -0.123333,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-10",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": 0.0681,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 132.992996,
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        "typical_volume": 34894940.0,
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        "relative_strength": 6.733884,
        "stage": 3,
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        "modifier": "Value reclamation",
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      },
      {
        "date": "2023-08-25",
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      },
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      },
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      },
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      },
      {
        "date": "2026-07-03",
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      },
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 86758193.85,
        "trend": 136.980626,
        "fair_value": 122.482057,
        "relative_strength": -1.201142,
        "stage": 2,
        "regime": "rotation_down",
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        "gate": "up",
        "direction": 9.615665,
        "energy": 20.466912,
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      },
      {
        "date": "2026-07-24",
        "close": 150.0,
        "volume": 127670200,
        "typical_volume": 84604013.85,
        "trend": 138.390109,
        "fair_value": 122.607662,
        "relative_strength": 1.516428,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "up",
        "direction": 45.499289,
        "energy": 27.298804,
        "activity_lines": [
          142.9,
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      },
      {
        "date": "2026-07-31",
        "close": 149.0,
        "volume": 63203200,
        "typical_volume": 78605923.85,
        "trend": 139.717956,
        "fair_value": 122.713754,
        "relative_strength": 2.043116,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "up",
        "direction": 49.465561,
        "energy": 41.559015,
        "activity_lines": [
          146.133333,
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      },
      {
        "date": "2026-08-07",
        "close": 149.0,
        "volume": 110010800,
        "typical_volume": 76645538.85,
        "trend": 141.094105,
        "fair_value": 122.798882,
        "relative_strength": 2.712268,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "up",
        "direction": 41.420928,
        "energy": 42.8422,
        "activity_lines": [
          148.1,
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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."
    }
  }
}