{
  "ticker": {
    "uuid": "e9c318ec-d28c-4d61-9836-450f75d7a575",
    "symbol": "BDA",
    "name": "PNE Industries Ltd",
    "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": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "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": -84.569,
    "architecture_energy": 87.175,
    "architecture_maturity": 16.385,
    "architecture_confidence": 73.451,
    "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": 10.59,
        "rotation_up": 8.23,
        "upward_expansion": 18.94,
        "deceleration": 37.01,
        "rotation_down": 86.22,
        "downward_expansion": 96.94
      },
      "activity_lines": [
        0.394333,
        0.408818,
        0.418773,
        0.424691
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -1.0
    },
    "latest_close": 0.38,
    "trend_reference": 0.43669,
    "distance_from_trend": -0.129818,
    "trend_direction": "Weakening",
    "fair_value": 0.452473,
    "distance_from_fair_value": -0.16017,
    "fair_value_direction": "Weakening",
    "relative_strength": -27.905241,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.190697,
    "excess_performance": -0.345532,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.129818,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.032699,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.16017,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.047784,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.279052,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.12222,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.190697,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.056226,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 264500,
      "relative_activity": 3.686411,
      "balance": 1.056226,
      "dry_up": 1.394425,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.04849,
      "annualized_volatility": 0.278632,
      "from_high_reference": -0.285231,
      "from_low_reference": 0.0
    },
    "levels": {
      "trend_reference": 0.43669,
      "fair_value_reference": 0.452473,
      "structural_low": 0.38,
      "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": 29,
        "median_return": 0.0,
        "positive_rate": 0.482759,
        "directional_follow_through": 0.448276,
        "median_excess_return": -3.7e-05,
        "regime_survival": 0.689655,
        "best_return": 0.123287,
        "worst_return": -0.155843,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
        "median_return": -0.002836,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.026331,
        "regime_survival": 0.416667,
        "best_return": 0.114059,
        "worst_return": -0.165469,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
        "median_return": -0.024103,
        "positive_rate": 0.125,
        "directional_follow_through": 0.875,
        "median_excess_return": -0.106122,
        "regime_survival": 0.5,
        "best_return": 0.054348,
        "worst_return": -0.251799,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.12918,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.235676,
        "regime_survival": 0.5,
        "best_return": -0.054733,
        "worst_return": -0.179169,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-11-22",
        "end": "2025-03-07",
        "tenure": "Established",
        "return": 0.16572,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-03-14",
        "end": "2025-03-28",
        "tenure": "New",
        "return": -0.009901,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "return": 0.020407,
        "active": false
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        "end": "2026-02-06",
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        "active": false
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        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2026-03-20",
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        "relative_strength": -12.693504,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -27.22366,
        "energy": 24.665591,
        "activity_lines": [
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          0.448193,
          0.452398
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      },
      {
        "date": "2026-05-01",
        "close": 0.415172,
        "volume": 40000,
        "typical_volume": 51255.0,
        "trend": 0.451241,
        "fair_value": 0.469054,
        "relative_strength": -16.004056,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -66.320058,
        "energy": 42.821912,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
        "close": 0.415172,
        "volume": 94500,
        "typical_volume": 53930.0,
        "trend": 0.450682,
        "fair_value": 0.46774,
        "relative_strength": -15.683238,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
        "close": 0.43,
        "volume": 35800,
        "typical_volume": 54285.0,
        "trend": 0.450933,
        "fair_value": 0.466547,
        "relative_strength": -13.455007,
        "stage": 4,
        "regime": "downward_expansion",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "volume": 29500,
        "typical_volume": 53545.0,
        "trend": 0.450859,
        "fair_value": 0.46546,
        "relative_strength": -15.1667,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -54.108082,
        "energy": 36.237934,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 60205.0,
        "trend": 0.451452,
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        "relative_strength": -10.267569,
        "stage": 4,
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        "modifier": "Early contraction",
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        "energy": 20.138949,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
        "close": 0.43,
        "volume": 9000,
        "typical_volume": 52485.0,
        "trend": 0.451545,
        "fair_value": 0.463498,
        "relative_strength": -13.102138,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -32.782143,
        "energy": 17.803212,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 0.44,
        "volume": 19000,
        "typical_volume": 48405.0,
        "trend": 0.451972,
        "fair_value": 0.46218,
        "relative_strength": -10.272146,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
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      },
      {
        "date": "2026-06-19",
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        "typical_volume": 47285.0,
        "trend": 0.452406,
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        "relative_strength": -11.72501,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "energy": 14.447263,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 0.45,
        "volume": 0,
        "typical_volume": 46390.0,
        "trend": 0.45285,
        "fair_value": 0.459639,
        "relative_strength": -10.236005,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -0.146236,
        "energy": 11.781228,
        "activity_lines": [
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          0.441599
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      },
      {
        "date": "2026-07-03",
        "close": 0.415,
        "volume": 28400,
        "typical_volume": 47810.0,
        "trend": 0.451177,
        "fair_value": 0.458623,
        "relative_strength": -17.501508,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -33.795842,
        "energy": 16.362538,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 0.43,
        "volume": 134700,
        "typical_volume": 54045.0,
        "trend": 0.449529,
        "fair_value": 0.457703,
        "relative_strength": -17.512057,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -30.525728,
        "energy": 15.123421,
        "activity_lines": [
          0.432667,
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          0.431423,
          0.437791
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      },
      {
        "date": "2026-07-17",
        "close": 0.41,
        "volume": 23000,
        "typical_volume": 55040.0,
        "trend": 0.447373,
        "fair_value": 0.456383,
        "relative_strength": -21.376793,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -53.299994,
        "energy": 38.955284,
        "activity_lines": [
          0.424,
          0.429909,
          0.429305,
          0.43524
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.395,
        "volume": 10200,
        "typical_volume": 54805.0,
        "trend": 0.444717,
        "fair_value": 0.454966,
        "relative_strength": -24.768584,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -75.731304,
        "energy": 71.104715,
        "activity_lines": [
          0.412333,
          0.423182,
          0.426064,
          0.431861
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.395,
        "volume": 102500,
        "typical_volume": 59485.0,
        "trend": 0.441429,
        "fair_value": 0.453577,
        "relative_strength": -24.731648,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.367794,
        "energy": 78.565789,
        "activity_lines": [
          0.404,
          0.417091,
          0.423061,
          0.428654
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.38,
        "volume": 264500,
        "typical_volume": 71750.0,
        "trend": 0.43669,
        "fair_value": 0.452473,
        "relative_strength": -27.905241,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -84.569119,
        "energy": 87.175133,
        "activity_lines": [
          0.394333,
          0.408818,
          0.418773,
          0.424691
        ]
      }
    ],
    "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."
    }
  }
}