{
  "ticker": {
    "uuid": "42f967c6-12cd-41b8-bba0-3eb4c941f131",
    "symbol": "G20",
    "name": "GP 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": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 91.02,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 75.3,
    "architecture_energy": 55.487,
    "architecture_maturity": 52.207,
    "architecture_confidence": 47.668,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 26.04,
        "rotation_up": 44.34,
        "upward_expansion": 75.1,
        "deceleration": 76.76,
        "rotation_down": 28.01,
        "downward_expansion": 8.77
      },
      "activity_lines": [
        0.586941,
        0.585703,
        0.57499,
        0.562155
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.166667
    },
    "latest_close": 0.6,
    "trend_reference": 0.54673,
    "distance_from_trend": 0.097433,
    "trend_direction": "Improving",
    "fair_value": 0.492483,
    "distance_from_fair_value": 0.218317,
    "fair_value_direction": "Improving",
    "relative_strength": -3.617352,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.176471,
    "excess_performance": 0.021635,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.097433,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.049401,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.218317,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.073178,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.036174,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.067172,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.176471,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.159836,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 36000,
      "relative_activity": 0.595583,
      "balance": 1.159836,
      "dry_up": 1.694102,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.025698,
      "annualized_volatility": 0.157065,
      "from_high_reference": 0.0,
      "from_low_reference": 0.278947
    },
    "levels": {
      "trend_reference": 0.54673,
      "fair_value_reference": 0.492483,
      "structural_low": 0.505,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 8,
        "median_return": -0.012741,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.002284,
        "regime_survival": 0.125,
        "best_return": 0.029999,
        "worst_return": -0.054053,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.015551,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.007375,
        "regime_survival": 0.0,
        "best_return": 0.085507,
        "worst_return": -0.090091,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.066372,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.003862,
        "regime_survival": 0.0,
        "best_return": 0.095845,
        "worst_return": -0.090091,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.0819,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.015727,
        "regime_survival": 0.0,
        "best_return": 0.121075,
        "worst_return": -0.099282,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-11-29",
        "end": "2024-12-06",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-12-13",
        "end": "2025-01-31",
        "tenure": "Developing",
        "return": -0.031249,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-07",
        "end": "2025-02-28",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-07",
        "end": "2025-03-21",
        "tenure": "New",
        "return": -0.01,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-03-28",
        "end": "2025-04-18",
        "tenure": "New",
        "return": -0.068628,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-25",
        "end": "2025-05-09",
        "tenure": "New",
        "return": 0.010639,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-05-16",
        "end": "2025-05-30",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-06",
        "end": "2025-07-25",
        "tenure": "Developing",
        "return": 0.05102,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-01",
        "end": "2025-10-17",
        "tenure": "Developing",
        "return": 0.000299,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-24",
        "end": "2025-11-14",
        "tenure": "New",
        "return": 0.029999,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-11-21",
        "end": "2026-03-20",
        "tenure": "Established",
        "return": 0.013743,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-27",
        "end": "2026-04-24",
        "tenure": "Developing",
        "return": 0.039216,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-01",
        "end": "2026-07-24",
        "tenure": "Established",
        "return": 0.078431,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-31",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.038961,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 50385.0,
        "trend": 0.540113,
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      },
      {
        "date": "2023-08-25",
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      },
      {
        "date": "2023-09-01",
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        "typical_volume": 56355.0,
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        "date": "2023-09-08",
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        "date": "2023-09-15",
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      },
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        "date": "2023-09-22",
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 52685.0,
        "trend": 0.511151,
        "fair_value": 0.488811,
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        "stage": 2,
        "regime": "upward_expansion",
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        "date": "2026-05-08",
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      },
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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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        "trend": 0.52371,
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        "relative_strength": 2.600802,
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      {
        "date": "2026-06-12",
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "trend": 0.532578,
        "fair_value": 0.490457,
        "relative_strength": 1.555373,
        "stage": 2,
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        "energy": 86.944609,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "volume": 11000,
        "typical_volume": 53255.0,
        "trend": 0.534578,
        "fair_value": 0.490758,
        "relative_strength": 0.925327,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
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      },
      {
        "date": "2026-07-10",
        "close": 0.582353,
        "volume": 85300,
        "typical_volume": 55920.0,
        "trend": 0.53699,
        "fair_value": 0.491087,
        "relative_strength": -3.105112,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 63.964325,
        "energy": 66.387997,
        "activity_lines": [
          0.584745,
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          0.562199,
          0.550567
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      },
      {
        "date": "2026-07-17",
        "close": 0.582353,
        "volume": 223900,
        "typical_volume": 65315.0,
        "trend": 0.539569,
        "fair_value": 0.491388,
        "relative_strength": -3.723587,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 59.879722,
        "energy": 54.432885,
        "activity_lines": [
          0.582882,
          0.581155,
          0.565543,
          0.553494
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.582353,
        "volume": 52100,
        "typical_volume": 64585.0,
        "trend": 0.54198,
        "fair_value": 0.491744,
        "relative_strength": -4.929387,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 47.985776,
        "energy": 45.550183,
        "activity_lines": [
          0.582196,
          0.582364,
          0.568567,
          0.556254
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.5775,
        "volume": 97600,
        "typical_volume": 64150.0,
        "trend": 0.544064,
        "fair_value": 0.492041,
        "relative_strength": -6.186434,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 45.076976,
        "energy": 41.440371,
        "activity_lines": [
          0.580735,
          0.582283,
          0.570856,
          0.558546
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.6,
        "volume": 36000,
        "typical_volume": 60445.0,
        "trend": 0.54673,
        "fair_value": 0.492483,
        "relative_strength": -3.617352,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 75.300328,
        "energy": 55.486703,
        "activity_lines": [
          0.586941,
          0.585703,
          0.57499,
          0.562155
        ]
      }
    ],
    "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."
    }
  }
}