{
  "ticker": {
    "uuid": "b7f53d6f-2006-41b1-a32e-91101ff6feab",
    "symbol": "ER0",
    "name": "KSH 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": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -59.547,
    "architecture_energy": 47.852,
    "architecture_maturity": 32.684,
    "architecture_confidence": 88.481,
    "architecture_tenure": "Developing",
    "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": 16.92,
        "rotation_up": 20.34,
        "upward_expansion": 7.14,
        "deceleration": 56.42,
        "rotation_down": 54.04,
        "downward_expansion": 78.14
      },
      "activity_lines": [
        0.315,
        0.317,
        0.327833,
        0.334118
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 0.315,
    "trend_reference": 0.341333,
    "distance_from_trend": -0.077148,
    "trend_direction": "Weakening",
    "fair_value": 0.268338,
    "distance_from_fair_value": 0.173892,
    "fair_value_direction": "Weakening",
    "relative_strength": -25.487254,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.1,
    "excess_performance": -0.254835,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.077148,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.041125,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.173892,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.164646,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.254873,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.230433,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.1,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.208641,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 357100,
      "relative_activity": 0.316389,
      "balance": 1.208641,
      "dry_up": 0.614349,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.046398,
      "annualized_volatility": 0.20704,
      "from_high_reference": -0.248529,
      "from_low_reference": 0.185391
    },
    "levels": {
      "trend_reference": 0.341333,
      "fair_value_reference": 0.268338,
      "structural_low": 0.31,
      "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": 26,
        "median_return": 0.0,
        "positive_rate": 0.384615,
        "directional_follow_through": 0.461538,
        "median_excess_return": -0.015668,
        "regime_survival": 0.730769,
        "best_return": 0.07576,
        "worst_return": -0.204082,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": 0.006705,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.027386,
        "regime_survival": 0.5,
        "best_return": 0.108682,
        "worst_return": -0.236842,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.04693,
        "positive_rate": 0.4,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.037332,
        "regime_survival": 0.4,
        "best_return": 0.058809,
        "worst_return": -0.216664,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.018922,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.015735,
        "regime_survival": 0.5,
        "best_return": 1.010185,
        "worst_return": -0.311113,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-04-19",
        "end": "2024-11-22",
        "tenure": "Extended",
        "return": -0.155248,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-11-29",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": 0.102563,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-01-03",
        "end": "2025-01-17",
        "tenure": "New",
        "return": 0.119049,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-01-24",
        "end": "2025-03-14",
        "tenure": "Developing",
        "return": -0.021741,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-03-21",
        "end": "2025-04-04",
        "tenure": "New",
        "return": -0.044444,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-11",
        "end": "2025-05-16",
        "tenure": "Developing",
        "return": 0.143615,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-23",
        "end": "2025-05-30",
        "tenure": "New",
        "return": 0.093027,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-06-06",
        "end": "2025-06-13",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-20",
        "end": "2025-11-21",
        "tenure": "Established",
        "return": 0.541445,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-28",
        "end": "2026-01-30",
        "tenure": "Developing",
        "return": -0.041667,
        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-04-03",
        "tenure": "Developing",
        "return": -0.014286,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-04-10",
        "end": "2026-05-08",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "return": -0.123288,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2026-08-07",
        "tenure": "Developing",
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        "active": true
      }
    ],
    "chart_path": [
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        "typical_volume": 504630.0,
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      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 1224355.0,
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        "fair_value": 0.267897,
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        "stage": 4,
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        "direction": -63.039811,
        "energy": 68.368141,
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          0.319667,
          0.324909,
          0.335024,
          0.340151
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      },
      {
        "date": "2026-07-24",
        "close": 0.31,
        "volume": 308700,
        "typical_volume": 1107860.0,
        "trend": 0.3445,
        "fair_value": 0.268032,
        "relative_strength": -25.544724,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -73.233107,
        "energy": 60.842536,
        "activity_lines": [
          0.316333,
          0.320727,
          0.332119,
          0.337817
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      },
      {
        "date": "2026-07-31",
        "close": 0.315,
        "volume": 979300,
        "typical_volume": 1127470.0,
        "trend": 0.342833,
        "fair_value": 0.268171,
        "relative_strength": -24.728058,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -62.698517,
        "energy": 50.574349,
        "activity_lines": [
          0.315667,
          0.318455,
          0.329905,
          0.335914
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.315,
        "volume": 357100,
        "typical_volume": 1128675.0,
        "trend": 0.341333,
        "fair_value": 0.268338,
        "relative_strength": -25.487254,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -59.546755,
        "energy": 47.852252,
        "activity_lines": [
          0.315,
          0.317,
          0.327833,
          0.334118
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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."
    }
  }
}