{
  "ticker": {
    "uuid": "3a96969f-280d-4824-9dc6-bf2ba44abdb4",
    "symbol": "5HV",
    "name": "Koh Brothers Eco Engineering 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": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 70.841,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 4.597,
    "architecture_energy": 9.017,
    "architecture_maturity": 47.21,
    "architecture_confidence": 91.457,
    "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": 53.62,
        "rotation_up": 21.78,
        "upward_expansion": 50.39,
        "deceleration": 78.57,
        "rotation_down": 29.62,
        "downward_expansion": 26.05
      },
      "activity_lines": [
        0.131467,
        0.134582,
        0.137646,
        0.129263
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.166667
    },
    "latest_close": 0.12,
    "trend_reference": 0.116397,
    "distance_from_trend": 0.030954,
    "trend_direction": "Improving",
    "fair_value": 0.055349,
    "distance_from_fair_value": 1.168057,
    "fair_value_direction": "Weakening",
    "relative_strength": 0.789884,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.503345,
    "excess_performance": 0.34851,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.030954,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.199901,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.168057,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -1.053316,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.007899,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.684563,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.503345,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.715678,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 33870300,
      "relative_activity": 0.360859,
      "balance": 0.715678,
      "dry_up": 0.386479,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.140141,
      "annualized_volatility": 0.756202,
      "from_high_reference": -0.339192,
      "from_low_reference": 0.670379
    },
    "levels": {
      "trend_reference": 0.116397,
      "fair_value_reference": 0.055349,
      "structural_low": 0.07184,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 10,
        "median_return": -0.036965,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.04258,
        "regime_survival": 0.7,
        "best_return": 0.173907,
        "worst_return": -0.111099,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 7e-05,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.058891,
        "regime_survival": 0.25,
        "best_return": 0.24995,
        "worst_return": -0.183344,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.0,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.121386,
        "regime_survival": 0.0,
        "best_return": 1.04996,
        "worst_return": -0.166675,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 1.568602,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 1.418709,
        "regime_survival": 0.0,
        "best_return": 3.4999,
        "worst_return": -0.362695,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-06-30",
        "end": "2024-04-26",
        "tenure": "Extended",
        "return": -0.303034,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-06-28",
        "tenure": "Developing",
        "return": 0.227279,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-08-02",
        "tenure": "Developing",
        "return": -0.206905,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-10-04",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2024-11-01",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-04-18",
        "tenure": "Established",
        "return": 0.366686,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "active": false
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      {
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        "return": 0.760861,
        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2026-01-16",
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      {
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      {
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        "active": true
      }
    ],
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 91420820.0,
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        "relative_strength": 22.289915,
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      },
      {
        "date": "2026-07-31",
        "close": 0.133,
        "volume": 26087000,
        "typical_volume": 92423245.0,
        "trend": 0.115158,
        "fair_value": 0.054765,
        "relative_strength": 13.084029,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 27.245196,
        "energy": 19.467163,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 0.12,
        "volume": 33870300,
        "typical_volume": 93860280.0,
        "trend": 0.116397,
        "fair_value": 0.055349,
        "relative_strength": 0.789884,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 4.597336,
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        "activity_lines": [
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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."
    }
  }
}