{
  "ticker": {
    "uuid": "2ed243db-8e23-41cb-bc13-1cdeae4ce456",
    "symbol": "LPE",
    "name": "Laurent-Perrier S.A.",
    "exchange": "PAR",
    "country": "FR",
    "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": "^FCHI",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 56.87,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -30.034,
    "architecture_energy": 16.114,
    "architecture_maturity": 32.21,
    "architecture_confidence": 74.775,
    "architecture_tenure": "Developing",
    "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": 46.96,
        "rotation_up": 26.84,
        "upward_expansion": 17.02,
        "deceleration": 39.64,
        "rotation_down": 35.71,
        "downward_expansion": 62.36
      },
      "activity_lines": [
        84.519411,
        84.304116,
        84.947002,
        85.484332
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      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.166667
    },
    "latest_close": 86.0,
    "trend_reference": 86.565147,
    "distance_from_trend": -0.006529,
    "trend_direction": "Weakening",
    "fair_value": 101.343183,
    "distance_from_fair_value": -0.151398,
    "fair_value_direction": "Improving",
    "relative_strength": -9.764052,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.059081,
    "excess_performance": -0.112392,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.006529,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.029103,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.151398,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.043761,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.097641,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.00391,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.059081,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 11.282563,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2499,
      "relative_activity": 0.256259,
      "balance": 11.282563,
      "dry_up": 0.494188,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.040339,
      "annualized_volatility": 0.204344,
      "from_high_reference": -0.131313,
      "from_low_reference": 0.081761
    },
    "levels": {
      "trend_reference": 86.565147,
      "fair_value_reference": 101.343183,
      "structural_low": 79.5,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 28,
        "median_return": -0.006458,
        "positive_rate": 0.392857,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.001486,
        "regime_survival": 0.821429,
        "best_return": 0.07033,
        "worst_return": -0.107143,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": -0.002079,
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        "regime_survival": 0.666667,
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        "worst_return": -0.133841,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.045569,
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        "worst_return": -0.116518,
        "sufficient": true
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      {
        "horizon": "Full cycle",
        "sample_count": 3,
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      {
        "regime": "upward_expansion",
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        "close": 86.0,
        "volume": 1607,
        "typical_volume": 3563.5,
        "trend": 90.42,
        "fair_value": 104.963313,
        "relative_strength": -8.301168,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -55.696277,
        "energy": 37.446093,
        "activity_lines": [
          85.839999,
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          87.708571,
          88.985806
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      },
      {
        "date": "2026-05-01",
        "close": 84.199997,
        "volume": 507,
        "typical_volume": 3225.3,
        "trend": 90.3,
        "fair_value": 104.684696,
        "relative_strength": -9.467627,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.402202,
        "energy": 37.867855,
        "activity_lines": [
          85.386665,
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          87.268571,
          88.584516
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      },
      {
        "date": "2026-05-08",
        "close": 84.0,
        "volume": 1981,
        "typical_volume": 2939.8,
        "trend": 90.126666,
        "fair_value": 104.368426,
        "relative_strength": -9.373067,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.530177,
        "energy": 36.791142,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
        "close": 84.400002,
        "volume": 1396,
        "typical_volume": 2936.9,
        "trend": 89.673333,
        "fair_value": 104.091091,
        "relative_strength": -6.86809,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.67648,
        "energy": 38.714208,
        "activity_lines": [
          84.653333,
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          86.479047,
          87.808602
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      },
      {
        "date": "2026-05-22",
        "close": 83.400002,
        "volume": 6338,
        "typical_volume": 3129.85,
        "trend": 89.333333,
        "fair_value": 103.807345,
        "relative_strength": -9.557353,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.681606,
        "energy": 50.751799,
        "activity_lines": [
          84.066667,
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          86.059048,
          87.403871
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      },
      {
        "date": "2026-05-29",
        "close": 88.400002,
        "volume": 5530,
        "typical_volume": 3328.65,
        "trend": 89.16,
        "fair_value": 103.592023,
        "relative_strength": -4.716,
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        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -33.1997,
        "energy": 21.860539,
        "activity_lines": [
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          87.343656
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      },
      {
        "date": "2026-06-05",
        "close": 91.400002,
        "volume": 306,
        "typical_volume": 3176.35,
        "trend": 89.08,
        "fair_value": 103.401993,
        "relative_strength": -1.770585,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -6.968628,
        "energy": 10.599774,
        "activity_lines": [
          87.573335,
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          86.536191,
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      },
      {
        "date": "2026-06-12",
        "close": 88.400002,
        "volume": 177,
        "typical_volume": 3036.45,
        "trend": 88.793334,
        "fair_value": 103.195763,
        "relative_strength": -6.166698,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -10.062969,
        "energy": 16.922651,
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      },
      {
        "date": "2026-06-19",
        "close": 86.709557,
        "volume": 139,
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        "trend": 88.603652,
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        "relative_strength": -8.373144,
        "stage": 4,
        "regime": "downward_expansion",
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        "gate": "down",
        "direction": -7.992964,
        "energy": 18.660217,
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          88.103187,
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      },
      {
        "date": "2026-06-26",
        "close": 82.617645,
        "volume": 1198,
        "typical_volume": 2966.3,
        "trend": 88.157574,
        "fair_value": 102.723278,
        "relative_strength": -11.995873,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -35.935206,
        "energy": 17.81099,
        "activity_lines": [
          86.421764,
          86.272046,
          86.167784,
          86.92367
        ]
      },
      {
        "date": "2026-07-03",
        "close": 82.227943,
        "volume": 713,
        "typical_volume": 2633.0,
        "trend": 87.738505,
        "fair_value": 102.492639,
        "relative_strength": -13.302088,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "energy": 48.78084,
        "activity_lines": [
          84.662598,
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      },
      {
        "date": "2026-07-10",
        "close": 83.007347,
        "volume": 135561,
        "typical_volume": 9261.45,
        "trend": 87.49875,
        "fair_value": 102.266996,
        "relative_strength": -10.371373,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -57.05383,
        "energy": 57.965734,
        "activity_lines": [
          83.574704,
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          85.434562,
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      },
      {
        "date": "2026-07-17",
        "close": 83.591911,
        "volume": 2295,
        "typical_volume": 9222.35,
        "trend": 87.251814,
        "fair_value": 102.036007,
        "relative_strength": -9.436369,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -55.643056,
        "energy": 61.337712,
        "activity_lines": [
          83.241175,
          84.788903,
          85.21397,
          85.983823
        ]
      },
      {
        "date": "2026-07-24",
        "close": 81.199997,
        "volume": 5124,
        "typical_volume": 9301.95,
        "trend": 86.905147,
        "fair_value": 101.792765,
        "relative_strength": -12.004518,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.99955,
        "energy": 68.508079,
        "activity_lines": [
          82.43088,
          84.022459,
          84.800854,
          85.593384
        ]
      },
      {
        "date": "2026-07-31",
        "close": 86.0,
        "volume": 9359,
        "typical_volume": 9684.75,
        "trend": 86.785147,
        "fair_value": 101.558735,
        "relative_strength": -7.942397,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -47.527715,
        "energy": 30.736031,
        "activity_lines": [
          83.587891,
          84.186924,
          84.875357,
          85.534987
        ]
      },
      {
        "date": "2026-08-07",
        "close": 86.0,
        "volume": 2499,
        "typical_volume": 9751.85,
        "trend": 86.565147,
        "fair_value": 101.343183,
        "relative_strength": -9.764052,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -30.033752,
        "energy": 16.114128,
        "activity_lines": [
          84.519411,
          84.304116,
          84.947002,
          85.484332
        ]
      }
    ],
    "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."
    }
  }
}