{
  "ticker": {
    "uuid": "4863d579-b76d-4a17-ad5c-e413d42fbbf5",
    "symbol": "5TT",
    "name": "Keong Hong Holdings 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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -92.981,
    "architecture_energy": 96.371,
    "architecture_maturity": 54.0,
    "architecture_confidence": 76.303,
    "architecture_tenure": "Established",
    "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": 11.38,
        "rotation_up": 8.58,
        "upward_expansion": 21.87,
        "deceleration": 37.04,
        "rotation_down": 81.0,
        "downward_expansion": 92.87
      },
      "activity_lines": [
        0.114533,
        0.121964,
        0.130781,
        0.137637
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 0.1,
    "trend_reference": 0.146133,
    "distance_from_trend": -0.315693,
    "trend_direction": "Weakening",
    "fair_value": 0.13675,
    "distance_from_fair_value": -0.268739,
    "fair_value_direction": "Weakening",
    "relative_strength": -47.891949,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.415205,
    "excess_performance": -0.57004,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.315693,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.060437,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.268739,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.177145,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.478919,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.236203,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.415205,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.866078,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 5000,
      "relative_activity": 0.101906,
      "balance": 0.866078,
      "dry_up": 0.45399,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.076923,
      "annualized_volatility": 0.558246,
      "from_high_reference": -0.6,
      "from_low_reference": 0.0
    },
    "levels": {
      "trend_reference": 0.146133,
      "fair_value_reference": 0.13675,
      "structural_low": 0.1,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 39,
        "median_return": -0.014493,
        "positive_rate": 0.282051,
        "directional_follow_through": 0.512821,
        "median_excess_return": -0.022397,
        "regime_survival": 0.846154,
        "best_return": 0.394366,
        "worst_return": -0.280702,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 13,
        "median_return": -0.068966,
        "positive_rate": 0.307692,
        "directional_follow_through": 0.692308,
        "median_excess_return": -0.086122,
        "regime_survival": 0.692308,
        "best_return": 1.380282,
        "worst_return": -0.3875,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.148387,
        "positive_rate": 0.142857,
        "directional_follow_through": 0.857143,
        "median_excess_return": -0.25878,
        "regime_survival": 0.571429,
        "best_return": 1.366197,
        "worst_return": -0.384615,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.257463,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.333552,
        "regime_survival": 0.75,
        "best_return": 0.4,
        "worst_return": -0.5,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-11-01",
        "end": "2024-11-22",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-29",
        "end": "2024-12-20",
        "tenure": "New",
        "return": -0.133333,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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      {
        "regime": "rotation_up",
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        "end": "2025-03-07",
        "tenure": "Developing",
        "return": -0.226087,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-14",
        "end": "2025-04-18",
        "tenure": "Developing",
        "return": -0.27551,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-25",
        "end": "2025-05-30",
        "tenure": "Developing",
        "return": 0.422535,
        "active": false
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      {
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        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-20",
        "end": "2025-10-17",
        "tenure": "Established",
        "return": 0.46087,
        "active": false
      },
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        "regime": "deceleration",
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        "color": "amber",
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        "end": "2025-11-21",
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        "return": -0.119048,
        "active": false
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        "fair_value": 0.147224,
        "relative_strength": -16.029613,
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        "modifier": "Early contraction",
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        "energy": 86.800304,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 72515.0,
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      },
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        "date": "2026-05-15",
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        "regime": "downward_expansion",
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        "activity_lines": [
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      },
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        "date": "2026-05-22",
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        "trend": 0.156533,
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        "energy": 14.243577,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 65455.0,
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 63830.0,
        "trend": 0.154433,
        "fair_value": 0.143218,
        "relative_strength": -27.306883,
        "stage": 4,
        "regime": "downward_expansion",
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        "date": "2026-06-12",
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        "stage": 4,
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      },
      {
        "date": "2026-06-26",
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        "relative_strength": -28.868083,
        "stage": 4,
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        "gate": "down",
        "direction": -66.406806,
        "energy": 85.19865,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "volume": 0,
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        "trend": 0.151567,
        "fair_value": 0.139006,
        "relative_strength": -29.401407,
        "stage": 4,
        "regime": "downward_expansion",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "volume": 0,
        "typical_volume": 47390.0,
        "trend": 0.150967,
        "fair_value": 0.13859,
        "relative_strength": -31.85307,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 77.734279,
        "activity_lines": [
          0.132,
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      },
      {
        "date": "2026-07-17",
        "close": 0.132,
        "volume": 0,
        "typical_volume": 44610.0,
        "trend": 0.150333,
        "fair_value": 0.138205,
        "relative_strength": -31.679922,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.06919,
        "energy": 67.855121,
        "activity_lines": [
          0.132,
          0.133964,
          0.139314,
          0.144705
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.13,
        "volume": 100,
        "typical_volume": 44615.0,
        "trend": 0.1494,
        "fair_value": 0.137853,
        "relative_strength": -33.063224,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -66.922848,
        "energy": 58.172011,
        "activity_lines": [
          0.131333,
          0.132345,
          0.137895,
          0.143394
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.108,
        "volume": 84000,
        "typical_volume": 48815.0,
        "trend": 0.147833,
        "fair_value": 0.137327,
        "relative_strength": -43.964431,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -91.177546,
        "energy": 75.766443,
        "activity_lines": [
          0.123467,
          0.127364,
          0.134571,
          0.140723
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.1,
        "volume": 5000,
        "typical_volume": 49065.0,
        "trend": 0.146133,
        "fair_value": 0.13675,
        "relative_strength": -47.891949,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -92.981028,
        "energy": 96.371191,
        "activity_lines": [
          0.114533,
          0.121964,
          0.130781,
          0.137637
        ]
      }
    ],
    "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."
    }
  }
}