{
  "ticker": {
    "uuid": "5ad9d4e5-1d5d-4fe5-b376-b4bb340655ff",
    "symbol": "ITB",
    "name": "Imperial Brands PLC",
    "exchange": "GER",
    "country": "DE",
    "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": "^GDAXI",
    "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": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -12.535,
    "architecture_energy": 13.758,
    "architecture_maturity": 21.449,
    "architecture_confidence": 57.081,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 54.81,
        "rotation_up": 34.23,
        "upward_expansion": 32.07,
        "deceleration": 44.66,
        "rotation_down": 21.74,
        "downward_expansion": 42.73
      },
      "activity_lines": [
        32.921334,
        32.747455,
        32.503548,
        32.991649
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.166667
    },
    "latest_close": 32.57,
    "trend_reference": 33.725692,
    "distance_from_trend": -0.034267,
    "trend_direction": "Weakening",
    "fair_value": 27.554587,
    "distance_from_fair_value": 0.182017,
    "fair_value_direction": "Weakening",
    "relative_strength": -11.918035,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.131622,
    "excess_performance": -0.196262,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.034267,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.025227,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.182017,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.012663,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.11918,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.030527,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.131622,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.228142,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 140114,
      "relative_activity": 1.475453,
      "balance": 1.228142,
      "dry_up": 1.373263,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.043005,
      "annualized_volatility": 0.22549,
      "from_high_reference": -0.134442,
      "from_low_reference": 0.053939
    },
    "levels": {
      "trend_reference": 33.725692,
      "fair_value_reference": 27.554587,
      "structural_low": 30.903123,
      "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": 6,
        "median_return": 0.012639,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.010006,
        "regime_survival": 0.333333,
        "best_return": 0.073906,
        "worst_return": -0.080189,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.027539,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.024887,
        "regime_survival": 0.25,
        "best_return": 0.088268,
        "worst_return": -0.077034,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.02769,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.006613,
        "regime_survival": 0.0,
        "best_return": 0.071398,
        "worst_return": -0.016019,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 0.254429,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.147272,
        "regime_survival": 0.0,
        "best_return": 0.254429,
        "worst_return": 0.254429,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-12-08",
        "end": "2024-03-01",
        "tenure": "Established",
        "return": -0.040896,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-03-08",
        "end": "2024-05-10",
        "tenure": "Developing",
        "return": 0.100249,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-17",
        "end": "2025-05-30",
        "tenure": "Extended",
        "return": 0.549804,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-06-06",
        "end": "2025-08-15",
        "tenure": "Developing",
        "return": 0.031778,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-22",
        "end": "2025-10-10",
        "tenure": "Developing",
        "return": -0.003329,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-17",
        "end": "2025-11-28",
        "tenure": "Developing",
        "return": 0.080272,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-12-05",
        "end": "2026-01-09",
        "tenure": "Developing",
        "return": -0.062466,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-16",
        "end": "2026-01-30",
        "tenure": "New",
        "return": 0.007106,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-02-06",
        "end": "2026-02-13",
        "tenure": "New",
        "return": -0.01589,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-20",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": -0.047747,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-03",
        "end": "2026-04-17",
        "tenure": "New",
        "return": -0.090343,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-04-24",
        "end": "2026-05-01",
        "tenure": "New",
        "return": 0.019737,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-05-08",
        "end": "2026-07-17",
        "tenure": "Developing",
        "return": 0.075484,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.012132,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 87739.2,
        "trend": 18.181112,
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        "relative_strength": -8.137544,
        "stage": 4,
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      },
      {
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      },
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      {
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      },
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        "trend": 35.024631,
        "fair_value": 26.067709,
        "relative_strength": -10.013458,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -45.934525,
        "energy": 51.368138,
        "activity_lines": [
          33.833108,
          34.757466,
          35.191135,
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        ]
      },
      {
        "date": "2026-04-24",
        "close": 31.525333,
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        "typical_volume": 96563.45,
        "trend": 34.901796,
        "fair_value": 26.149059,
        "relative_strength": -8.215626,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -55.452102,
        "energy": 68.801158,
        "activity_lines": [
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      },
      {
        "date": "2026-05-01",
        "close": 32.147541,
        "volume": 57046,
        "typical_volume": 96517.4,
        "trend": 34.848027,
        "fair_value": 26.23708,
        "relative_strength": -6.834004,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -70.318626,
        "energy": 76.980862,
        "activity_lines": [
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          34.55131,
          34.776003
        ]
      },
      {
        "date": "2026-05-08",
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        "volume": 107454,
        "typical_volume": 99787.0,
        "trend": 34.738666,
        "fair_value": 26.321947,
        "relative_strength": -8.865369,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.944165,
        "energy": 83.594092,
        "activity_lines": [
          31.918411,
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      },
      {
        "date": "2026-05-15",
        "close": 31.861128,
        "volume": 118479,
        "typical_volume": 104122.2,
        "trend": 34.689204,
        "fair_value": 26.415108,
        "relative_strength": -6.226778,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.512748,
        "energy": 77.008457,
        "activity_lines": [
          31.753805,
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          33.94859,
          34.37089
        ]
      },
      {
        "date": "2026-05-22",
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        "typical_volume": 107433.1,
        "trend": 34.66597,
        "fair_value": 26.514493,
        "relative_strength": -7.641821,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.548942,
        "energy": 54.854756,
        "activity_lines": [
          32.036926,
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          33.761173,
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 31.35,
        "volume": 88915,
        "typical_volume": 107148.55,
        "trend": 34.598503,
        "fair_value": 26.607122,
        "relative_strength": -11.820818,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.715927,
        "energy": 49.966464,
        "activity_lines": [
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          34.021524
        ]
      },
      {
        "date": "2026-06-05",
        "close": 31.809999,
        "volume": 11087,
        "typical_volume": 103418.0,
        "trend": 34.4945,
        "fair_value": 26.701507,
        "relative_strength": -9.198728,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -59.673361,
        "energy": 44.470331,
        "activity_lines": [
          31.825905,
          31.989494,
          33.228742,
          33.841621
        ]
      },
      {
        "date": "2026-06-12",
        "close": 32.610001,
        "volume": 7298,
        "typical_volume": 100190.55,
        "trend": 34.433916,
        "fair_value": 26.797767,
        "relative_strength": -6.356806,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -46.234765,
        "energy": 34.044382,
        "activity_lines": [
          32.092075,
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          33.72004
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      },
      {
        "date": "2026-06-19",
        "close": 31.58,
        "volume": 10293,
        "typical_volume": 96845.05,
        "trend": 34.307749,
        "fair_value": 26.886069,
        "relative_strength": -10.412446,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.962999,
        "energy": 39.308852,
        "activity_lines": [
          31.937333,
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          33.535916
        ]
      },
      {
        "date": "2026-06-26",
        "close": 32.48,
        "volume": 13705,
        "typical_volume": 90819.05,
        "trend": 34.189692,
        "fair_value": 26.983122,
        "relative_strength": -6.679332,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -43.696337,
        "energy": 29.660829,
        "activity_lines": [
          32.101333,
          32.022253,
          32.699466,
          33.417997
        ]
      },
      {
        "date": "2026-07-03",
        "close": 32.700001,
        "volume": 10298,
        "typical_volume": 86431.35,
        "trend": 34.070176,
        "fair_value": 27.079959,
        "relative_strength": -10.013046,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -40.142258,
        "energy": 23.68985,
        "activity_lines": [
          32.346,
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          32.604585,
          33.321888
        ]
      },
      {
        "date": "2026-07-10",
        "close": 31.940001,
        "volume": 56232,
        "typical_volume": 85746.45,
        "trend": 33.957242,
        "fair_value": 27.171382,
        "relative_strength": -9.541139,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -43.819767,
        "energy": 26.461962,
        "activity_lines": [
          32.247334,
          32.139065,
          32.457375,
          33.184457
        ]
      },
      {
        "date": "2026-07-17",
        "close": 33.82,
        "volume": 179424,
        "typical_volume": 90454.0,
        "trend": 33.903718,
        "fair_value": 27.271602,
        "relative_strength": -3.351113,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -18.338343,
        "energy": 15.054505,
        "activity_lines": [
          32.766667,
          32.463294,
          32.511459,
          33.175603
        ]
      },
      {
        "date": "2026-07-24",
        "close": 32.970001,
        "volume": 128722,
        "typical_volume": 90953.35,
        "trend": 33.833585,
        "fair_value": 27.365019,
        "relative_strength": -6.793398,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -17.670622,
        "energy": 15.172103,
        "activity_lines": [
          32.922001,
          32.589819,
          32.502728,
          33.115363
        ]
      },
      {
        "date": "2026-07-31",
        "close": 33.12,
        "volume": 73379,
        "typical_volume": 91406.55,
        "trend": 33.773987,
        "fair_value": 27.461566,
        "relative_strength": -8.187901,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -12.301926,
        "energy": 12.762776,
        "activity_lines": [
          33.034667,
          32.723455,
          32.521391,
          33.069325
        ]
      },
      {
        "date": "2026-08-07",
        "close": 32.57,
        "volume": 140114,
        "typical_volume": 94963.4,
        "trend": 33.725692,
        "fair_value": 27.554587,
        "relative_strength": -11.918035,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -12.535252,
        "energy": 13.758055,
        "activity_lines": [
          32.921334,
          32.747455,
          32.503548,
          32.991649
        ]
      }
    ],
    "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."
    }
  }
}