{
  "ticker": {
    "uuid": "2a7d2ac4-3313-4959-beba-23439091ae80",
    "symbol": "MGPI",
    "name": "MGP Ingredients Inc",
    "exchange": "NASDAQ",
    "country": "US",
    "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": "QQQ",
    "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": -30.59,
    "architecture_energy": 17.053,
    "architecture_maturity": 89.905,
    "architecture_confidence": 65.374,
    "architecture_tenure": "Established",
    "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": 54.6,
        "rotation_up": 27.76,
        "upward_expansion": 17.73,
        "deceleration": 46.3,
        "rotation_down": 21.02,
        "downward_expansion": 51.73
      },
      "activity_lines": [
        17.62,
        17.377273,
        17.611287,
        18.12536
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.0
    },
    "latest_close": 17.53,
    "trend_reference": 19.359923,
    "distance_from_trend": -0.094521,
    "trend_direction": "Weakening",
    "fair_value": 50.295129,
    "distance_from_fair_value": -0.651457,
    "fair_value_direction": "Improving",
    "relative_strength": -30.620544,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.323801,
    "excess_performance": -0.511254,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.094521,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.107547,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.651457,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.007906,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.306205,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.045353,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.323801,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.553615,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 994371,
      "relative_activity": 0.990605,
      "balance": 0.553615,
      "dry_up": 0.884195,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.085325,
      "annualized_volatility": 0.518484,
      "from_high_reference": -0.416702,
      "from_low_reference": 0.11514
    },
    "levels": {
      "trend_reference": 19.359923,
      "fair_value_reference": 50.295129,
      "structural_low": 15.72,
      "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": 33,
        "median_return": 0.00832,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.454545,
        "median_excess_return": -0.013974,
        "regime_survival": 0.878788,
        "best_return": 0.17957,
        "worst_return": -0.156412,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": -0.094772,
        "positive_rate": 0.2,
        "directional_follow_through": 0.8,
        "median_excess_return": -0.143178,
        "regime_survival": 0.7,
        "best_return": 0.212622,
        "worst_return": -0.227313,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.222028,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.833333,
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        "regime_survival": 0.833333,
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        "worst_return": -0.392891,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
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        "regime_survival": 0.666667,
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        "worst_return": -0.612101,
        "sufficient": false
      }
    ],
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        "regime": "upward_expansion",
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        "end": "2023-09-08",
        "tenure": "Developing",
        "return": -0.000131,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2023-10-13",
        "tenure": "Developing",
        "return": -0.087182,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2023-11-17",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "end": "2024-10-04",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-10-11",
        "tenure": "New",
        "return": 0.0,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-06-27",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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      {
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      {
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        "energy": 29.259999,
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 1069133.7,
        "trend": 19.792496,
        "fair_value": 51.573397,
        "relative_strength": -27.857028,
        "stage": 4,
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        "modifier": "Established contraction",
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        "energy": 22.40641,
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      },
      {
        "date": "2026-07-31",
        "close": 17.7,
        "volume": 939302,
        "typical_volume": 1040948.8,
        "trend": 19.590062,
        "fair_value": 50.94378,
        "relative_strength": -27.28305,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -32.590155,
        "energy": 17.523463,
        "activity_lines": [
          17.596,
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      },
      {
        "date": "2026-08-07",
        "close": 17.53,
        "volume": 994371,
        "typical_volume": 1003802.1,
        "trend": 19.359923,
        "fair_value": 50.295129,
        "relative_strength": -30.620544,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -30.589539,
        "energy": 17.053102,
        "activity_lines": [
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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."
    }
  }
}