{
  "ticker": {
    "uuid": "4444fd6f-5e02-4d93-90bb-c859d1f7a7a3",
    "symbol": "5VP",
    "name": "GDS Global 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": -42.886,
    "architecture_energy": 28.365,
    "architecture_maturity": 52.226,
    "architecture_confidence": 88.878,
    "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": 36.35,
        "rotation_up": 25.38,
        "upward_expansion": 14.96,
        "deceleration": 46.54,
        "rotation_down": 37.64,
        "downward_expansion": 64.96
      },
      "activity_lines": [
        0.055867,
        0.055309,
        0.057,
        0.058077
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 0.058,
    "trend_reference": 0.059933,
    "distance_from_trend": -0.032258,
    "trend_direction": "Weakening",
    "fair_value": 0.062231,
    "distance_from_fair_value": -0.067985,
    "fair_value_direction": "Weakening",
    "relative_strength": -24.537435,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.064516,
    "excess_performance": -0.219351,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.032258,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.094207,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.067985,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.064321,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.245374,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.098331,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.064516,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.25363,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1685000,
      "relative_activity": 0.403569,
      "balance": 0.25363,
      "dry_up": 0.155679,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.058355,
      "annualized_volatility": 0.382553,
      "from_high_reference": -0.408163,
      "from_low_reference": 0.16
    },
    "levels": {
      "trend_reference": 0.059933,
      "fair_value_reference": 0.062231,
      "structural_low": 0.05,
      "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": 28,
        "median_return": 0.0,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.392857,
        "median_excess_return": -0.031872,
        "regime_survival": 0.785714,
        "best_return": 0.514286,
        "worst_return": -0.169492,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": 0.00691,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.033161,
        "regime_survival": 0.4,
        "best_return": 0.525,
        "worst_return": -0.307692,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.020581,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.079697,
        "regime_survival": 0.5,
        "best_return": 0.65,
        "worst_return": -0.3,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.050847,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.189288,
        "regime_survival": 0.333333,
        "best_return": 0.742857,
        "worst_return": -0.461538,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-30",
        "end": "2024-12-13",
        "tenure": "Established",
        "return": -0.050847,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-12-20",
        "end": "2025-01-10",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-17",
        "end": "2025-05-02",
        "tenure": "Established",
        "return": -0.089286,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-09",
        "end": "2025-06-13",
        "tenure": "Developing",
        "return": 0.218182,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-20",
        "end": "2025-07-11",
        "tenure": "New",
        "return": -0.033333,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-07-18",
        "end": "2025-08-01",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-08",
        "end": "2025-09-05",
        "tenure": "Developing",
        "return": -0.047619,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-12",
        "end": "2025-10-03",
        "tenure": "New",
        "return": 0.083333,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-10",
        "end": "2026-01-16",
        "tenure": "Established",
        "return": -0.089744,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-23",
        "end": "2026-01-30",
        "tenure": "New",
        "return": -0.072464,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-02-06",
        "end": "2026-03-13",
        "tenure": "Developing",
        "return": -0.016129,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-20",
        "end": "2026-05-29",
        "tenure": "Developing",
        "return": 0.032258,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-06-05",
        "end": "2026-06-26",
        "tenure": "New",
        "return": -0.145161,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-07-03",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": 0.074074,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 5.0,
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      },
      {
        "date": "2026-07-17",
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        "direction": -83.116828,
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          0.057429,
          0.058811
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 4483990.0,
        "trend": 0.060733,
        "fair_value": 0.062013,
        "relative_strength": -25.429921,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.123198,
        "energy": 70.721276,
        "activity_lines": [
          0.053667,
          0.055182,
          0.057281,
          0.058529
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.056,
        "volume": 200000,
        "typical_volume": 4116565.0,
        "trend": 0.060267,
        "fair_value": 0.062115,
        "relative_strength": -26.723393,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.003593,
        "energy": 46.253286,
        "activity_lines": [
          0.054533,
          0.055036,
          0.057033,
          0.058224
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.058,
        "volume": 1685000,
        "typical_volume": 4175245.0,
        "trend": 0.059933,
        "fair_value": 0.062231,
        "relative_strength": -24.537435,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -42.886022,
        "energy": 28.364781,
        "activity_lines": [
          0.055867,
          0.055309,
          0.057,
          0.058077
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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."
    }
  }
}