{
  "ticker": {
    "uuid": "3f52b526-30e5-423c-a096-32eaf6b2b90e",
    "symbol": "VARDMNPOLY",
    "name": "Vardhman Polytex 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": 62.999,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -59.532,
    "architecture_energy": 62.63,
    "architecture_maturity": 11.499,
    "architecture_confidence": 91.1,
    "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": 24.83,
        "rotation_up": 11.45,
        "upward_expansion": 13.96,
        "deceleration": 37.6,
        "rotation_down": 68.61,
        "downward_expansion": 89.63
      },
      "activity_lines": [
        6.248,
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        6.656571,
        6.839613
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 6.48,
    "trend_reference": 6.958333,
    "distance_from_trend": -0.068743,
    "trend_direction": "Improving",
    "fair_value": 8.704472,
    "distance_from_fair_value": -0.255555,
    "fair_value_direction": "Weakening",
    "relative_strength": -10.350759,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.021148,
    "excess_performance": 0.022561,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.068743,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.004572,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.255555,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.062989,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.103508,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.051938,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.021148,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.333165,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1713649,
      "relative_activity": 1.983861,
      "balance": 0.333165,
      "dry_up": 1.36478,
      "accumulation_observations": 1,
      "distribution_observations": 5
    },
    "risk": {
      "range_context": 0.098528,
      "annualized_volatility": 0.498832,
      "from_high_reference": -0.386364,
      "from_low_reference": 0.270588
    },
    "levels": {
      "trend_reference": 6.958333,
      "fair_value_reference": 8.704472,
      "structural_low": 5.72,
      "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": 18,
        "median_return": -0.031183,
        "positive_rate": 0.444444,
        "directional_follow_through": 0.555556,
        "median_excess_return": -0.013673,
        "regime_survival": 0.777778,
        "best_return": 0.405343,
        "worst_return": -0.15869,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.049849,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.428571,
        "median_excess_return": 0.025581,
        "regime_survival": 0.428571,
        "best_return": 0.413473,
        "worst_return": -0.187234,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.01244,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.093897,
        "regime_survival": 0.5,
        "best_return": 1.624365,
        "worst_return": -0.212791,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.739502,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.638887,
        "regime_survival": 0.0,
        "best_return": 1.692708,
        "worst_return": -0.213705,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "balance",
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        "end": "2024-12-27",
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        "return": 0.001616,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "tenure": "Developing",
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      {
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      },
      {
        "regime": "rotation_down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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      {
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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        "gate": "up",
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      },
      {
        "date": "2026-05-15",
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        "date": "2026-05-22",
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      },
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        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "date": "2026-06-12",
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      },
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      {
        "date": "2026-06-26",
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        "gate": "mixed",
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 2655952.65,
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 1483699.2,
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        "relative_strength": -10.582561,
        "stage": 4,
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        "gate": "mixed",
        "direction": -14.095178,
        "energy": 9.681458,
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      },
      {
        "date": "2026-07-17",
        "close": 6.39,
        "volume": 1076733,
        "typical_volume": 1095081.9,
        "trend": 6.943667,
        "fair_value": 8.700754,
        "relative_strength": -13.286451,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -30.805382,
        "energy": 33.188855,
        "activity_lines": [
          6.668667,
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          6.894857,
          6.99043
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      },
      {
        "date": "2026-07-24",
        "close": 6.01,
        "volume": 1055836,
        "typical_volume": 930796.7,
        "trend": 6.931333,
        "fair_value": 8.702549,
        "relative_strength": -15.567659,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -71.273971,
        "energy": 65.16378,
        "activity_lines": [
          6.41,
          6.635455,
          6.790333,
          6.930194
        ]
      },
      {
        "date": "2026-07-31",
        "close": 5.97,
        "volume": 869340,
        "typical_volume": 813447.85,
        "trend": 6.922667,
        "fair_value": 8.703414,
        "relative_strength": -17.431922,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -71.112074,
        "energy": 71.58843,
        "activity_lines": [
          6.210667,
          6.501273,
          6.694381,
          6.868172
        ]
      },
      {
        "date": "2026-08-07",
        "close": 6.48,
        "volume": 1713649,
        "typical_volume": 863794.7,
        "trend": 6.958333,
        "fair_value": 8.704472,
        "relative_strength": -10.350759,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -59.532232,
        "energy": 62.630323,
        "activity_lines": [
          6.248,
          6.469455,
          6.656571,
          6.839613
        ]
      }
    ],
    "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."
    }
  }
}