{
  "ticker": {
    "uuid": "48454b6c-9d2e-4a21-9616-e3ef870d6074",
    "symbol": "HBLENGINE",
    "name": "HBL ENGINEERING LTD",
    "exchange": "NSI",
    "country": "IN",
    "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": "^NSEI",
    "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": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -20.967,
    "architecture_energy": 47.536,
    "architecture_maturity": 4.604,
    "architecture_confidence": 74.738,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 40.12,
        "rotation_up": 17.0,
        "upward_expansion": 26.3,
        "deceleration": 48.27,
        "rotation_down": 65.64,
        "downward_expansion": 51.3
      },
      "activity_lines": [
        723.716659,
        750.914541,
        769.139761,
        759.74502
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 727.099976,
    "trend_reference": 751.568205,
    "distance_from_trend": -0.032556,
    "trend_direction": "Weakening",
    "fair_value": 604.036665,
    "distance_from_fair_value": 0.203735,
    "fair_value_direction": "Weakening",
    "relative_strength": -8.886401,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.071013,
    "excess_performance": -0.027303,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.032556,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.053601,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.203735,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.331454,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.088864,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.245116,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.071013,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.559007,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 3782513,
      "relative_activity": 0.696248,
      "balance": 1.559007,
      "dry_up": 0.720261,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.071771,
      "annualized_volatility": 0.328675,
      "from_high_reference": -0.350288,
      "from_low_reference": 0.186134
    },
    "levels": {
      "trend_reference": 751.568205,
      "fair_value_reference": 604.036665,
      "structural_low": 613.0,
      "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": 3,
        "median_return": -0.062359,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.031334,
        "regime_survival": 0.333333,
        "best_return": 0.284896,
        "worst_return": -0.123893,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": -0.026014,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.012934,
        "regime_survival": 0.0,
        "best_return": 0.021645,
        "worst_return": -0.073674,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.014484,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.027577,
        "regime_survival": 0.0,
        "best_return": 0.051488,
        "worst_return": -0.080456,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 0.927384,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.82636,
        "regime_survival": 0.0,
        "best_return": 0.927384,
        "worst_return": 0.927384,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-12-06",
        "end": "2024-12-13",
        "tenure": "New",
        "return": 0.030393,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-12-20",
        "end": "2025-01-10",
        "tenure": "New",
        "return": -0.128323,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-17",
        "end": "2025-02-07",
        "tenure": "New",
        "return": -0.012469,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-14",
        "end": "2025-04-25",
        "tenure": "Developing",
        "return": 0.020258,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-02",
        "end": "2025-05-30",
        "tenure": "Developing",
        "return": 0.21975,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-06-06",
        "end": "2025-07-11",
        "tenure": "Developing",
        "return": 0.006836,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-18",
        "end": "2025-12-05",
        "tenure": "Established",
        "return": 0.342322,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-12-12",
        "end": "2026-01-09",
        "tenure": "Developing",
        "return": 0.081922,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-16",
        "end": "2026-01-23",
        "tenure": "New",
        "return": -0.112995,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-01-30",
        "end": "2026-02-27",
        "tenure": "Developing",
        "return": -0.123893,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-06",
        "end": "2026-05-08",
        "tenure": "Developing",
        "return": 0.252992,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-05-15",
        "end": "2026-06-05",
        "tenure": "New",
        "return": 0.029795,
        "active": false
      },
      {
        "regime": "balance",
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        "end": "2026-07-31",
        "tenure": "Developing",
        "return": -0.071807,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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      },
      {
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 5553394.05,
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        "fair_value": 597.532349,
        "relative_strength": -8.948742,
        "stage": 4,
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      },
      {
        "date": "2026-07-31",
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        "volume": 4326402,
        "typical_volume": 5492576.45,
        "trend": 756.531181,
        "fair_value": 600.792778,
        "relative_strength": -8.975128,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -22.465961,
        "energy": 35.060365,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 727.099976,
        "volume": 3782513,
        "typical_volume": 5432712.25,
        "trend": 751.568205,
        "fair_value": 604.036665,
        "relative_strength": -8.886401,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -20.966555,
        "energy": 47.535644,
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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."
    }
  }
}