{
  "ticker": {
    "uuid": "6aa0d49c-6261-4850-8248-cac36cfdca12",
    "symbol": "5SO",
    "name": "Duty Free International 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": -59.577,
    "architecture_energy": 44.186,
    "architecture_maturity": 54.873,
    "architecture_confidence": 96,
    "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": 17.03,
        "rotation_up": 19.33,
        "upward_expansion": 6.7,
        "deceleration": 46.15,
        "rotation_down": 54.87,
        "downward_expansion": 80.03
      },
      "activity_lines": [
        0.066467,
        0.067164,
        0.068738,
        0.069942
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Stable",
      "price_acceptance": -0.666667
    },
    "latest_close": 0.066,
    "trend_reference": 0.0718,
    "distance_from_trend": -0.08078,
    "trend_direction": "Weakening",
    "fair_value": 0.07589,
    "distance_from_fair_value": -0.130316,
    "fair_value_direction": "Weakening",
    "relative_strength": -28.97671,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.164557,
    "excess_performance": -0.319392,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.08078,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.082624,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.130316,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.078548,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.289767,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.202321,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.164557,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.367319,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 95200,
      "relative_activity": 0.312449,
      "balance": 0.367319,
      "dry_up": 0.487052,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.059441,
      "annualized_volatility": 0.337793,
      "from_high_reference": -0.3125,
      "from_low_reference": 0.015385
    },
    "levels": {
      "trend_reference": 0.0718,
      "fair_value_reference": 0.07589,
      "structural_low": 0.065,
      "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": 22,
        "median_return": 0.0,
        "positive_rate": 0.454545,
        "directional_follow_through": 0.454545,
        "median_excess_return": -0.019791,
        "regime_survival": 0.818182,
        "best_return": 0.145158,
        "worst_return": -0.134121,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.082212,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.094832,
        "regime_survival": 0.625,
        "best_return": 0.602616,
        "worst_return": -0.136361,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.018992,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.088727,
        "regime_survival": 0.25,
        "best_return": 0.469049,
        "worst_return": -0.248217,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.373933,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.201671,
        "regime_survival": 0.0,
        "best_return": 0.430129,
        "worst_return": -0.339897,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-03-31",
        "end": "2023-04-21",
        "tenure": "New",
        "return": 0.061067,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-04-28",
        "end": "2023-07-21",
        "tenure": "Established",
        "return": 0.082087,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-07-28",
        "end": "2023-09-01",
        "tenure": "Developing",
        "return": -0.182386,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2023-09-08",
        "end": "2023-10-20",
        "tenure": "Developing",
        "return": -0.195949,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-10-27",
        "end": "2024-05-31",
        "tenure": "Extended",
        "return": -0.248217,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-06-07",
        "end": "2024-07-05",
        "tenure": "Developing",
        "return": -0.168544,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-07-12",
        "end": "2024-09-27",
        "tenure": "Developing",
        "return": 0.128354,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-10-04",
        "end": "2024-12-13",
        "tenure": "Developing",
        "return": -0.140839,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-12-20",
        "end": "2025-01-24",
        "tenure": "Developing",
        "return": 0.20635,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-31",
        "end": "2025-07-25",
        "tenure": "Established",
        "return": 0.159845,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-01",
        "end": "2025-12-12",
        "tenure": "Established",
        "return": 0.133333,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-01-23",
        "tenure": "Developing",
        "return": -0.0375,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-01-30",
        "end": "2026-02-20",
        "tenure": "New",
        "return": -0.050633,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2026-08-07",
        "tenure": "Established",
        "return": -0.108108,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "date": "2026-04-24",
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      },
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        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 295735.0,
        "trend": 0.0735,
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        "relative_strength": -26.986087,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.035695,
        "energy": 39.119955,
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          0.067333,
          0.068327,
          0.069857,
          0.071168
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      },
      {
        "date": "2026-07-24",
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        "volume": 337600,
        "typical_volume": 296235.0,
        "trend": 0.073067,
        "fair_value": 0.076698,
        "relative_strength": -26.461465,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -53.217655,
        "energy": 35.311876,
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          0.067467,
          0.068036,
          0.069586,
          0.070813
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.066,
        "volume": 141600,
        "typical_volume": 301940.0,
        "trend": 0.072433,
        "fair_value": 0.076269,
        "relative_strength": -28.608459,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -59.42642,
        "energy": 44.924433,
        "activity_lines": [
          0.066867,
          0.067527,
          0.069148,
          0.070357
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.066,
        "volume": 95200,
        "typical_volume": 304690.0,
        "trend": 0.0718,
        "fair_value": 0.07589,
        "relative_strength": -28.97671,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -59.577017,
        "energy": 44.185835,
        "activity_lines": [
          0.066467,
          0.067164,
          0.068738,
          0.069942
        ]
      }
    ],
    "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."
    }
  }
}