{
  "ticker": {
    "uuid": "cb6a4581-5389-4e46-af94-cdfb1b084c55",
    "symbol": "5JK",
    "name": "Hiap Hoe Limited",
    "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": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 93.504,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Momentum cooling",
    "architecture_gate": "mixed",
    "architecture_direction": -25.109,
    "architecture_energy": 24.913,
    "architecture_maturity": 29.213,
    "architecture_confidence": 67.764,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 40.64,
        "rotation_up": 24.94,
        "upward_expansion": 10.9,
        "deceleration": 52.8,
        "rotation_down": 45.07,
        "downward_expansion": 47.9
      },
      "activity_lines": [
        0.640667,
        0.644,
        0.655924,
        0.662656
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 0.64,
    "trend_reference": 0.661973,
    "distance_from_trend": -0.033193,
    "trend_direction": "Improving",
    "fair_value": 0.589233,
    "distance_from_fair_value": 0.086159,
    "fair_value_direction": "Weakening",
    "relative_strength": -11.839581,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.06529,
    "excess_performance": -0.220125,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.033193,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.060063,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.086159,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.079549,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.118396,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.208104,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.06529,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.472134,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 27700,
      "relative_activity": 0.742329,
      "balance": 0.472134,
      "dry_up": 0.396623,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.054042,
      "annualized_volatility": 0.239208,
      "from_high_reference": -0.161776,
      "from_low_reference": 0.249278
    },
    "levels": {
      "trend_reference": 0.661973,
      "fair_value_reference": 0.589233,
      "structural_low": 0.59,
      "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": 9,
        "median_return": 0.0,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.013942,
        "regime_survival": 0.555556,
        "best_return": 0.082191,
        "worst_return": -0.044303,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.0,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.074077,
        "regime_survival": 0.25,
        "best_return": 0.03766,
        "worst_return": -0.077238,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.146155,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.097493,
        "regime_survival": 0.333333,
        "best_return": 0.327102,
        "worst_return": 0.044531,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 0.149938,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.223317,
        "regime_survival": 0.0,
        "best_return": 0.149938,
        "worst_return": 0.149938,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-07-26",
        "end": "2024-12-27",
        "tenure": "Established",
        "return": -0.037623,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-03",
        "end": "2025-01-24",
        "tenure": "New",
        "return": -0.060869,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-31",
        "end": "2025-06-06",
        "tenure": "Established",
        "return": -0.090352,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-13",
        "end": "2025-07-25",
        "tenure": "Developing",
        "return": 0.055556,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-01",
        "end": "2025-08-08",
        "tenure": "New",
        "return": 0.009174,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-15",
        "end": "2025-10-10",
        "tenure": "Developing",
        "return": -0.055688,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-17",
        "end": "2025-11-21",
        "tenure": "Developing",
        "return": -0.009346,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-28",
        "end": "2025-12-19",
        "tenure": "New",
        "return": 0.028302,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-12-26",
        "end": "2026-01-23",
        "tenure": "Developing",
        "return": 0.018349,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-01-30",
        "end": "2026-02-06",
        "tenure": "New",
        "return": 0.120968,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-03-27",
        "tenure": "Developing",
        "return": -0.089041,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-04-03",
        "end": "2026-04-17",
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        "return": -0.006993,
        "active": false
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      {
        "regime": "upward_expansion",
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        "end": "2026-05-15",
        "tenure": "New",
        "return": -0.021214,
        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-05-22",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.044776,
        "active": true
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    ],
    "chart_path": [
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      },
      {
        "date": "2026-04-24",
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        "date": "2026-05-01",
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      },
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        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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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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        "typical_volume": 212580.0,
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      },
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        "date": "2026-06-19",
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        "typical_volume": 169395.0,
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      },
      {
        "date": "2026-06-26",
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        "trend": 0.640689,
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        "relative_strength": -2.679798,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
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        "direction": 1.268023,
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        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "trend": 0.644622,
        "fair_value": 0.58992,
        "relative_strength": -3.574755,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "volume": 21200,
        "typical_volume": 66235.0,
        "trend": 0.648556,
        "fair_value": 0.589754,
        "relative_strength": -7.459504,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": 0.677081,
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        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 0.65,
        "volume": 7000,
        "typical_volume": 48565.0,
        "trend": 0.652325,
        "fair_value": 0.589557,
        "relative_strength": -8.049649,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -23.745646,
        "energy": 20.759953,
        "activity_lines": [
          0.65,
          0.653091,
          0.664509,
          0.665997
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.64,
        "volume": 1300,
        "typical_volume": 45905.0,
        "trend": 0.65576,
        "fair_value": 0.589418,
        "relative_strength": -10.518893,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -29.090249,
        "energy": 22.091381,
        "activity_lines": [
          0.646667,
          0.649727,
          0.661617,
          0.665202
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.635,
        "volume": 23200,
        "typical_volume": 41145.0,
        "trend": 0.658701,
        "fair_value": 0.589279,
        "relative_strength": -11.640675,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -29.960136,
        "energy": 23.36668,
        "activity_lines": [
          0.642333,
          0.646091,
          0.658531,
          0.663863
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.64,
        "volume": 27700,
        "typical_volume": 37315.0,
        "trend": 0.661973,
        "fair_value": 0.589233,
        "relative_strength": -11.839581,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -25.109278,
        "energy": 24.913343,
        "activity_lines": [
          0.640667,
          0.644,
          0.655924,
          0.662656
        ]
      }
    ],
    "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."
    }
  }
}