{
  "ticker": {
    "uuid": "72e55b15-d17c-48ef-adb4-e54cfc03f171",
    "symbol": "BILVYAPAR",
    "name": "BIL Vyapar Limited",
    "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": "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": -65.753,
    "architecture_energy": 62.764,
    "architecture_maturity": 100.0,
    "architecture_confidence": 94.952,
    "architecture_tenure": "Extended",
    "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": 6.97,
        "rotation_up": 28.67,
        "upward_expansion": 12.0,
        "deceleration": 60.91,
        "rotation_down": 56.24,
        "downward_expansion": 87.67
      },
      "activity_lines": [
        4.08,
        4.141636,
        4.463095,
        4.862151
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.833333
    },
    "latest_close": 4.08,
    "trend_reference": 5.459667,
    "distance_from_trend": -0.252702,
    "trend_direction": "Weakening",
    "fair_value": 12.798077,
    "distance_from_fair_value": -0.681202,
    "fair_value_direction": "Weakening",
    "relative_strength": -45.348078,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.432545,
    "excess_performance": -0.388836,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.252702,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.211373,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.681202,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.064874,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.453481,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.019521,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.432545,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.691,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 16473,
      "relative_activity": 0.571911,
      "balance": 0.691,
      "dry_up": 1.01973,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.084842,
      "annualized_volatility": 0.519615,
      "from_high_reference": -0.722449,
      "from_low_reference": 0.073684
    },
    "levels": {
      "trend_reference": 5.459667,
      "fair_value_reference": 12.798077,
      "structural_low": 3.8,
      "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": 19,
        "median_return": -0.038797,
        "positive_rate": 0.368421,
        "directional_follow_through": 0.631579,
        "median_excess_return": -0.040877,
        "regime_survival": 0.894737,
        "best_return": 0.734259,
        "worst_return": -0.384956,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.018953,
        "positive_rate": 0.6,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.032963,
        "regime_survival": 0.6,
        "best_return": 0.296269,
        "worst_return": -0.366696,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.102985,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.17632,
        "regime_survival": 0.333333,
        "best_return": 0.130872,
        "worst_return": -0.354693,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.231531,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.42881,
        "regime_survival": 0.5,
        "best_return": 0.003356,
        "worst_return": -0.466418,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-11-24",
        "end": "2024-01-05",
        "tenure": "Developing",
        "return": 0.069277,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-01-12",
        "end": "2024-02-16",
        "tenure": "Developing",
        "return": -0.13835,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-03-22",
        "tenure": "Developing",
        "return": -0.228947,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-04-26",
        "tenure": "Developing",
        "return": 0.16129,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-09-06",
        "tenure": "Established",
        "return": -0.0875,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-09-20",
        "tenure": "New",
        "return": 0.024698,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-10-18",
        "tenure": "New",
        "return": -0.103043,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-01-03",
        "tenure": "Developing",
        "return": -0.040921,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-10",
        "end": "2025-04-04",
        "tenure": "Established",
        "return": -0.19403,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "return": -0.124352,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-05-30",
        "end": "2025-07-04",
        "tenure": "Developing",
        "return": -0.22053,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "return": 0.054908,
        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2025-08-08",
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        "return": -0.042345,
        "active": false
      },
      {
        "regime": "downward_expansion",
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        "start": "2025-08-15",
        "end": "2026-08-07",
        "tenure": "Extended",
        "return": -0.631769,
        "active": true
      }
    ],
    "chart_path": [
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        "fair_value": 14.111282,
        "relative_strength": -41.064439,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -55.374567,
        "energy": 37.79733,
        "activity_lines": [
          5.921333,
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          6.245095,
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      },
      {
        "date": "2026-05-08",
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        "trend": 7.610667,
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        "energy": 50.434557,
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      },
      {
        "date": "2026-05-15",
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        "volume": 5080,
        "typical_volume": 35960.65,
        "trend": 7.390667,
        "fair_value": 13.869808,
        "relative_strength": -43.778632,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -75.759807,
        "energy": 58.567639,
        "activity_lines": [
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          5.99819,
          6.451849
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 33576.8,
        "trend": 7.155333,
        "fair_value": 13.754808,
        "relative_strength": -45.592039,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -79.679293,
        "energy": 81.809376,
        "activity_lines": [
          5.206,
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          5.855476,
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      },
      {
        "date": "2026-05-29",
        "close": 4.62,
        "volume": 37856,
        "typical_volume": 33935.35,
        "trend": 6.923,
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        "relative_strength": -46.777177,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -81.670892,
        "energy": 88.635612,
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      },
      {
        "date": "2026-06-05",
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        "relative_strength": -49.230415,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -85.531849,
        "energy": 93.335336,
        "activity_lines": [
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      {
        "date": "2026-06-12",
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        "typical_volume": 32620.35,
        "trend": 6.445667,
        "fair_value": 13.437436,
        "relative_strength": -52.17986,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 94.296023,
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      },
      {
        "date": "2026-06-19",
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        "stage": 4,
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        "energy": 86.838152,
        "activity_lines": [
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      {
        "date": "2026-06-26",
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        "volume": 0,
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        "trend": 6.103667,
        "fair_value": 13.259551,
        "relative_strength": -47.970871,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -69.013613,
        "energy": 87.412273,
        "activity_lines": [
          4.295333,
          4.558545,
          5.081238,
          5.526581
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      },
      {
        "date": "2026-07-03",
        "close": 4.24,
        "volume": 16201,
        "typical_volume": 29796.3,
        "trend": 6.013333,
        "fair_value": 13.171667,
        "relative_strength": -48.073601,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -69.485753,
        "energy": 83.174848,
        "activity_lines": [
          4.266,
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          4.957905,
          5.406344
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      },
      {
        "date": "2026-07-10",
        "close": 4.19,
        "volume": 40338,
        "typical_volume": 29146.95,
        "trend": 5.904667,
        "fair_value": 13.093397,
        "relative_strength": -47.637953,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -71.857368,
        "energy": 83.021404,
        "activity_lines": [
          4.245333,
          4.356,
          4.843667,
          5.28871
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      },
      {
        "date": "2026-07-17",
        "close": 4.2,
        "volume": 24743,
        "typical_volume": 28723.55,
        "trend": 5.798667,
        "fair_value": 13.025128,
        "relative_strength": -46.552362,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -70.084388,
        "energy": 78.618019,
        "activity_lines": [
          4.234,
          4.294,
          4.742,
          5.178731
        ]
      },
      {
        "date": "2026-07-24",
        "close": 3.99,
        "volume": 31230,
        "typical_volume": 28840.45,
        "trend": 5.676333,
        "fair_value": 12.957756,
        "relative_strength": -46.930854,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -77.593517,
        "energy": 68.845117,
        "activity_lines": [
          4.138667,
          4.215091,
          4.632667,
          5.062043
        ]
      },
      {
        "date": "2026-07-31",
        "close": 4.06,
        "volume": 45041,
        "typical_volume": 29885.6,
        "trend": 5.562,
        "fair_value": 12.872885,
        "relative_strength": -46.2755,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -70.610533,
        "energy": 65.561199,
        "activity_lines": [
          4.098667,
          4.169273,
          4.541476,
          4.957763
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.08,
        "volume": 16473,
        "typical_volume": 28803.45,
        "trend": 5.459667,
        "fair_value": 12.798077,
        "relative_strength": -45.348078,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.753294,
        "energy": 62.763745,
        "activity_lines": [
          4.08,
          4.141636,
          4.463095,
          4.862151
        ]
      }
    ],
    "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."
    }
  }
}