{
  "ticker": {
    "uuid": "bb8f7185-65b9-4f31-9011-f7d7b8ac0061",
    "symbol": "HFT",
    "name": "Hwa Fong Rubber (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": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 77.116,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -14.256,
    "architecture_energy": 15.205,
    "architecture_maturity": 36.592,
    "architecture_confidence": 39.744,
    "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": 52.5,
        "rotation_up": 31.72,
        "upward_expansion": 20.27,
        "deceleration": 51.52,
        "rotation_down": 32.84,
        "downward_expansion": 36.27
      },
      "activity_lines": [
        4.046667,
        4.037455,
        4.076762,
        4.098132
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 4.08,
    "trend_reference": 4.097493,
    "distance_from_trend": -0.004269,
    "trend_direction": "Improving",
    "fair_value": 3.853194,
    "distance_from_fair_value": 0.058862,
    "fair_value_direction": "Weakening",
    "relative_strength": -10.751465,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.011782,
    "excess_performance": -0.180543,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.004269,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.032343,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.058862,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.007557,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.107515,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.008731,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.011782,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.395968,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1073100,
      "relative_activity": 0.770183,
      "balance": 2.395968,
      "dry_up": 0.416169,
      "accumulation_observations": 0,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.021493,
      "annualized_volatility": 0.1676,
      "from_high_reference": -0.113043,
      "from_low_reference": 0.250191
    },
    "levels": {
      "trend_reference": 4.097493,
      "fair_value_reference": 3.853194,
      "structural_low": 3.807419,
      "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": 7,
        "median_return": 0.019608,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.285714,
        "median_excess_return": 0.024397,
        "regime_survival": 0.571429,
        "best_return": 0.032051,
        "worst_return": -0.023256,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": 0.058824,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.128485,
        "regime_survival": 0.0,
        "best_return": 0.15847,
        "worst_return": -0.028302,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.027065,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.071357,
        "regime_survival": 0.0,
        "best_return": 0.212014,
        "worst_return": -0.103774,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.111538,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.054873,
        "regime_survival": 0.0,
        "best_return": -0.109868,
        "worst_return": -0.113207,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-01",
        "end": "2024-11-22",
        "tenure": "New",
        "return": -0.078261,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-11-29",
        "end": "2025-01-24",
        "tenure": "Developing",
        "return": 0.014151,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-31",
        "end": "2025-02-07",
        "tenure": "New",
        "return": -0.028169,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-14",
        "end": "2025-06-13",
        "tenure": "Established",
        "return": -0.05314,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-20",
        "end": "2025-06-27",
        "tenure": "New",
        "return": 0.039801,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-07-04",
        "end": "2025-08-08",
        "tenure": "Developing",
        "return": -0.072398,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-15",
        "end": "2025-09-12",
        "tenure": "Developing",
        "return": 0.086294,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-19",
        "end": "2025-10-24",
        "tenure": "Developing",
        "return": -0.129808,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-10-31",
        "end": "2025-11-21",
        "tenure": "New",
        "return": -0.016393,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-28",
        "end": "2025-12-26",
        "tenure": "Developing",
        "return": 0.095745,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-01-02",
        "end": "2026-02-13",
        "tenure": "Developing",
        "return": 0.028708,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-20",
        "end": "2026-04-24",
        "tenure": "Developing",
        "return": 0.051106,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-05-01",
        "end": "2026-07-03",
        "tenure": "Developing",
        "return": -0.038462,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-10",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": 0.02,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 3.348575,
        "volume": 1953400,
        "typical_volume": 1176890.0,
        "trend": 4.018923,
        "fair_value": 4.732027,
        "relative_strength": -20.623787,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -84.149381,
        "energy": 92.530548,
        "activity_lines": [
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      },
      {
        "date": "2023-08-25",
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        "typical_volume": 1189020.0,
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      },
      {
        "date": "2023-09-01",
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      },
      {
        "date": "2023-09-08",
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      },
      {
        "date": "2023-09-15",
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      },
      {
        "date": "2023-09-22",
        "close": 3.678484,
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      },
      {
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      },
      {
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      },
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      },
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      },
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        "date": "2023-10-27",
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      },
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      },
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        "date": "2024-01-05",
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      {
        "date": "2024-01-12",
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      },
      {
        "date": "2026-04-17",
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      },
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        "date": "2026-05-08",
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        "date": "2026-05-15",
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      },
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      },
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        "date": "2026-06-05",
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      {
        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "relative_strength": -11.61666,
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        "direction": -6.877682,
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      },
      {
        "date": "2026-07-03",
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        "volume": 367400,
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        "relative_strength": -14.717114,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 3.839166,
        "relative_strength": -14.572279,
        "stage": 3,
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        "gate": "mixed",
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        "energy": 59.270528,
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      },
      {
        "date": "2026-07-17",
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        "volume": 369100,
        "typical_volume": 1729295.0,
        "trend": 4.081654,
        "fair_value": 3.841861,
        "relative_strength": -15.035249,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -38.984066,
        "energy": 62.498564,
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          4.004,
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          4.101893,
          4.104587
        ]
      },
      {
        "date": "2026-07-24",
        "close": 4.02,
        "volume": 747800,
        "typical_volume": 1485595.0,
        "trend": 4.086865,
        "fair_value": 3.845214,
        "relative_strength": -14.381809,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -34.872375,
        "energy": 54.502803,
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          4.034545,
          4.090286,
          4.10061
        ]
      },
      {
        "date": "2026-07-31",
        "close": 4.06,
        "volume": 129400,
        "typical_volume": 1415810.0,
        "trend": 4.091533,
        "fair_value": 3.848928,
        "relative_strength": -12.100516,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -30.138465,
        "energy": 29.506564,
        "activity_lines": [
          4.025333,
          4.033091,
          4.08219,
          4.098876
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.08,
        "volume": 1073100,
        "typical_volume": 1393305.0,
        "trend": 4.097493,
        "fair_value": 3.853194,
        "relative_strength": -10.751465,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -14.2565,
        "energy": 15.205067,
        "activity_lines": [
          4.046667,
          4.037455,
          4.076762,
          4.098132
        ]
      }
    ],
    "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."
    }
  }
}