{
  "ticker": {
    "uuid": "5e489402-db1c-4fb9-acff-bed9d288cfe9",
    "symbol": "H22",
    "name": "Hong Leong Asia Ltd.",
    "exchange": "SES",
    "country": "SG",
    "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": "^STI",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 55.867,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -28.234,
    "architecture_energy": 15.062,
    "architecture_maturity": 23.993,
    "architecture_confidence": 62.606,
    "architecture_tenure": "New",
    "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": 55.64,
        "rotation_up": 24.55,
        "upward_expansion": 15.41,
        "deceleration": 41.17,
        "rotation_down": 33.61,
        "downward_expansion": 63.07
      },
      "activity_lines": [
        2.892667,
        2.842,
        2.956856,
        2.983568
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 3.08,
    "trend_reference": 3.018664,
    "distance_from_trend": 0.020319,
    "trend_direction": "Improving",
    "fair_value": 1.443523,
    "distance_from_fair_value": 1.133669,
    "fair_value_direction": "Weakening",
    "relative_strength": -4.788427,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.079331,
    "excess_performance": -0.234166,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.020319,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.065879,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.133669,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.515635,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.047884,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.345674,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.079331,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.409877,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 8289200,
      "relative_activity": 1.070042,
      "balance": 1.409877,
      "dry_up": 1.213556,
      "accumulation_observations": 4,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.097403,
      "annualized_volatility": 0.460992,
      "from_high_reference": -0.206186,
      "from_low_reference": 0.844864
    },
    "levels": {
      "trend_reference": 3.018664,
      "fair_value_reference": 1.443523,
      "structural_low": 2.4,
      "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": 24,
        "median_return": -0.011073,
        "positive_rate": 0.375,
        "directional_follow_through": 0.583333,
        "median_excess_return": -0.006906,
        "regime_survival": 0.875,
        "best_return": 0.075188,
        "worst_return": -0.057142,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.026162,
        "positive_rate": 0.375,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.013126,
        "regime_survival": 0.625,
        "best_return": 0.085937,
        "worst_return": -0.085715,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.007143,
        "positive_rate": 0.2,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.05474,
        "regime_survival": 0.6,
        "best_return": 0.016393,
        "worst_return": -0.11865,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.065367,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.074452,
        "regime_survival": 0.333333,
        "best_return": 0.400627,
        "worst_return": -0.11865,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-01-26",
        "end": "2024-05-17",
        "tenure": "Established",
        "return": 0.016668,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-24",
        "end": "2024-06-28",
        "tenure": "Developing",
        "return": -0.032521,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-07-19",
        "tenure": "New",
        "return": 0.125,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2024-12-27",
        "tenure": "Developing",
        "return": 0.124224,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "return": 0.182794,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-05-09",
        "tenure": "New",
        "return": 0.018691,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "return": 0.99889,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-01-16",
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        "active": false
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        "regime": "upward_expansion",
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        "active": false
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      {
        "regime": "rotation_down",
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        "return": 0.070896,
        "active": false
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      {
        "regime": "downward_expansion",
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        "return": 0.073171,
        "active": true
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      },
      {
        "date": "2026-04-17",
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      },
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      },
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      },
      {
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      {
        "date": "2026-06-05",
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      },
      {
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      },
      {
        "date": "2026-06-26",
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        "relative_strength": -4.348901,
        "stage": 3,
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      },
      {
        "date": "2026-07-03",
        "close": 2.66,
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        "trend": 2.944566,
        "fair_value": 1.371418,
        "relative_strength": -9.071747,
        "stage": 3,
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        "modifier": "Re-accelerating",
        "gate": "mixed",
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 1.385057,
        "relative_strength": -12.410534,
        "stage": 3,
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        "gate": "mixed",
        "direction": -37.975512,
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      },
      {
        "date": "2026-07-17",
        "close": 2.61,
        "volume": 12642200,
        "typical_volume": 7890505.0,
        "trend": 2.972105,
        "fair_value": 1.398248,
        "relative_strength": -15.545032,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -40.889846,
        "energy": 59.306407,
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          2.688667,
          2.845455,
          2.968454,
          2.992802
        ]
      },
      {
        "date": "2026-07-24",
        "close": 2.87,
        "volume": 9791600,
        "typical_volume": 7921100.0,
        "trend": 2.98859,
        "fair_value": 1.412901,
        "relative_strength": -8.795145,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -58.088595,
        "energy": 56.417649,
        "activity_lines": [
          2.727333,
          2.819818,
          2.958077,
          2.986215
        ]
      },
      {
        "date": "2026-07-31",
        "close": 2.87,
        "volume": 6880800,
        "typical_volume": 7853855.0,
        "trend": 3.002437,
        "fair_value": 1.427612,
        "relative_strength": -9.793151,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -54.688604,
        "energy": 34.538644,
        "activity_lines": [
          2.778667,
          2.806545,
          2.947702,
          2.978564
        ]
      },
      {
        "date": "2026-08-07",
        "close": 3.08,
        "volume": 8289200,
        "typical_volume": 7746615.0,
        "trend": 3.018664,
        "fair_value": 1.443523,
        "relative_strength": -4.788427,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -28.234186,
        "energy": 15.061632,
        "activity_lines": [
          2.892667,
          2.842,
          2.956856,
          2.983568
        ]
      }
    ],
    "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."
    }
  }
}