{
  "ticker": {
    "uuid": "b2dfb4ab-8d30-43b3-bd52-3c8ca9d74cd7",
    "symbol": "ZB9",
    "name": "Union Steel 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": -80.471,
    "architecture_energy": 91.766,
    "architecture_maturity": 70.499,
    "architecture_confidence": 93.2,
    "architecture_tenure": "Extended",
    "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": 0.17,
        "rotation_up": 15.59,
        "upward_expansion": 21.97,
        "deceleration": 37.01,
        "rotation_down": 78.66,
        "downward_expansion": 99.97
      },
      "activity_lines": [
        0.478667,
        0.483455,
        0.49069,
        0.499473
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -1.0
    },
    "latest_close": 0.475,
    "trend_reference": 0.517,
    "distance_from_trend": -0.081238,
    "trend_direction": "Weakening",
    "fair_value": 0.517775,
    "distance_from_fair_value": -0.082612,
    "fair_value_direction": "Weakening",
    "relative_strength": -28.446219,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.188034,
    "excess_performance": -0.342869,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.081238,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.066971,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.082612,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.12022,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.284462,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.085235,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.188034,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.139683,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 3000,
      "relative_activity": 0.107875,
      "balance": 0.139683,
      "dry_up": 0.350593,
      "accumulation_observations": 0,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.016194,
      "annualized_volatility": 0.208667,
      "from_high_reference": -0.264729,
      "from_low_reference": 0.0
    },
    "levels": {
      "trend_reference": 0.517,
      "fair_value_reference": 0.517775,
      "structural_low": 0.475,
      "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": 17,
        "median_return": -0.009803,
        "positive_rate": 0.352941,
        "directional_follow_through": 0.588235,
        "median_excess_return": -0.02349,
        "regime_survival": 0.882353,
        "best_return": 0.174317,
        "worst_return": -0.114035,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.04655,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.013057,
        "regime_survival": 0.5,
        "best_return": 0.336956,
        "worst_return": -0.158333,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.210526,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.123986,
        "regime_survival": 0.333333,
        "best_return": 0.217822,
        "worst_return": -0.183333,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.492031,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.361891,
        "regime_survival": 0.5,
        "best_return": 0.789468,
        "worst_return": 0.194594,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-05-12",
        "end": "2023-06-23",
        "tenure": "Developing",
        "return": 0.115936,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2023-06-30",
        "end": "2023-07-07",
        "tenure": "New",
        "return": -0.024095,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-07-14",
        "end": "2023-11-24",
        "tenure": "Established",
        "return": 0.22327,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-12-01",
        "end": "2024-01-05",
        "tenure": "Developing",
        "return": 0.119318,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-07-26",
        "tenure": "Extended",
        "return": 0.907767,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-02",
        "end": "2024-10-25",
        "tenure": "Established",
        "return": 0.007752,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-11-01",
        "end": "2025-01-03",
        "tenure": "Developing",
        "return": -0.067212,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-10",
        "end": "2025-05-16",
        "tenure": "Established",
        "return": 0.0099,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-23",
        "end": "2025-06-06",
        "tenure": "New",
        "return": 0.158879,
        "active": false
      },
      {
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        "active": false
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      {
        "regime": "upward_expansion",
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        "end": "2025-08-29",
        "tenure": "Developing",
        "return": -0.008265,
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "return": 0.0,
        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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        "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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        "date": "2026-05-08",
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        "date": "2026-05-15",
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        "date": "2026-05-22",
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      },
      {
        "date": "2026-07-03",
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        "relative_strength": -23.835808,
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 38910.0,
        "trend": 0.532,
        "fair_value": 0.511818,
        "relative_strength": -26.289756,
        "stage": 4,
        "regime": "downward_expansion",
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        "gate": "down",
        "direction": -63.706755,
        "energy": 48.956953,
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      },
      {
        "date": "2026-07-17",
        "close": 0.485,
        "volume": 4000,
        "typical_volume": 38295.0,
        "trend": 0.5285,
        "fair_value": 0.51331,
        "relative_strength": -26.765832,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -79.962034,
        "energy": 90.726701,
        "activity_lines": [
          0.488667,
          0.492,
          0.497262,
          0.508796
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.475,
        "volume": 10000,
        "typical_volume": 36555.0,
        "trend": 0.525,
        "fair_value": 0.514739,
        "relative_strength": -28.567021,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -95.943666,
        "energy": 98.188591,
        "activity_lines": [
          0.483667,
          0.488364,
          0.494619,
          0.505344
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.48,
        "volume": 22000,
        "typical_volume": 30870.0,
        "trend": 0.521,
        "fair_value": 0.516336,
        "relative_strength": -27.605518,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.869275,
        "energy": 88.806092,
        "activity_lines": [
          0.481667,
          0.486182,
          0.492786,
          0.502441
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.475,
        "volume": 3000,
        "typical_volume": 27810.0,
        "trend": 0.517,
        "fair_value": 0.517775,
        "relative_strength": -28.446219,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -80.47135,
        "energy": 91.765752,
        "activity_lines": [
          0.478667,
          0.483455,
          0.49069,
          0.499473
        ]
      }
    ],
    "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."
    }
  }
}