{
  "ticker": {
    "uuid": "1f4d9d41-2268-40d7-8992-c3976dadd570",
    "symbol": "G0I",
    "name": "Nam Lee Pressed Metal Industries 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": 3,
    "stage_name": "Distribution",
    "phase": "3c",
    "phase_label": "Stage 3C \u00b7 Breakdown watch",
    "transition": "stage_3_to_4_watch",
    "transition_label": "Stage 3 \u2192 4 watch",
    "confidence": 63.746,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -82.316,
    "architecture_energy": 76.423,
    "architecture_maturity": 10.735,
    "architecture_confidence": 80.929,
    "architecture_tenure": "New",
    "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": 26.67,
        "rotation_up": 11.64,
        "upward_expansion": 18.4,
        "deceleration": 34.27,
        "rotation_down": 75.52,
        "downward_expansion": 89.4
      },
      "activity_lines": [
        0.64,
        0.656273,
        0.670762,
        0.674443
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 0.605,
    "trend_reference": 0.679153,
    "distance_from_trend": -0.109184,
    "trend_direction": "Improving",
    "fair_value": 0.389903,
    "distance_from_fair_value": 0.551667,
    "fair_value_direction": "Weakening",
    "relative_strength": -16.972265,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.104261,
    "excess_performance": -0.259096,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.109184,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.046331,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.551667,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.53591,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.169723,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.423939,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.104261,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.557824,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 776200,
      "relative_activity": 1.467866,
      "balance": 0.557824,
      "dry_up": 0.503078,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.048951,
      "annualized_volatility": 0.281757,
      "from_high_reference": -0.200637,
      "from_low_reference": 0.403325
    },
    "levels": {
      "trend_reference": 0.679153,
      "fair_value_reference": 0.389903,
      "structural_low": 0.6,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 22,
        "median_return": 0.0,
        "positive_rate": 0.363636,
        "directional_follow_through": 0.363636,
        "median_excess_return": -0.013402,
        "regime_survival": 0.863636,
        "best_return": 0.059998,
        "worst_return": -0.068967,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.016129,
        "positive_rate": 0.375,
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        "median_excess_return": -0.040084,
        "regime_survival": 0.625,
        "best_return": 0.061227,
        "worst_return": -0.075472,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.018866,
        "positive_rate": 0.4,
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        "median_excess_return": -0.045546,
        "regime_survival": 0.4,
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        "worst_return": -0.080646,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 0.333333,
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        "worst_return": -0.137598,
        "sufficient": false
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      {
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      {
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        "regime": "upward_expansion",
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        "end": "2025-03-14",
        "tenure": "Established",
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        "regime": "deceleration",
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        "end": "2025-03-28",
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      },
      {
        "date": "2026-04-17",
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      },
      {
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      },
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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": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 1476815.0,
        "trend": 0.653857,
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        "relative_strength": 7.788172,
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        "direction": 30.201455,
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 1360080.0,
        "trend": 0.659126,
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        "relative_strength": 9.158481,
        "stage": 2,
        "regime": "balance",
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      },
      {
        "date": "2026-06-19",
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        "stage": 2,
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 1046875.0,
        "trend": 0.669019,
        "fair_value": 0.375288,
        "relative_strength": 3.662916,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 20.851075,
        "energy": 12.942677,
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          0.681667,
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        ]
      },
      {
        "date": "2026-07-03",
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        "volume": 7500,
        "typical_volume": 958390.0,
        "trend": 0.673177,
        "fair_value": 0.377933,
        "relative_strength": 3.620386,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 911070.0,
        "trend": 0.675058,
        "fair_value": 0.380386,
        "relative_strength": -5.214311,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": -1.178487,
        "energy": 6.1078,
        "activity_lines": [
          0.677,
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      },
      {
        "date": "2026-07-17",
        "close": 0.665,
        "volume": 68800,
        "typical_volume": 675950.0,
        "trend": 0.676946,
        "fair_value": 0.382871,
        "relative_strength": -5.364741,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -24.551741,
        "energy": 19.406795,
        "activity_lines": [
          0.672,
          0.676636,
          0.681857,
          0.681949
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.675,
        "volume": 52700,
        "typical_volume": 579420.0,
        "trend": 0.679327,
        "fair_value": 0.385421,
        "relative_strength": -5.433395,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -20.65362,
        "energy": 25.241999,
        "activity_lines": [
          0.671667,
          0.675364,
          0.68131,
          0.681824
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.64,
        "volume": 166400,
        "typical_volume": 539415.0,
        "trend": 0.680063,
        "fair_value": 0.387774,
        "relative_strength": -11.063097,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -70.580627,
        "energy": 61.035493,
        "activity_lines": [
          0.660333,
          0.668727,
          0.677571,
          0.679286
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.605,
        "volume": 776200,
        "typical_volume": 528795.0,
        "trend": 0.679153,
        "fair_value": 0.389903,
        "relative_strength": -16.972265,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -82.316026,
        "energy": 76.423037,
        "activity_lines": [
          0.64,
          0.656273,
          0.670762,
          0.674443
        ]
      }
    ],
    "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."
    }
  }
}