{
  "ticker": {
    "uuid": "6ae8d505-599e-4893-a418-f19ec2a00337",
    "symbol": "GS",
    "name": "The Goldman Sachs Group, Inc.",
    "exchange": "MEX",
    "country": "MX",
    "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": "^MXX",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 47.474,
    "architecture_energy": 38.574,
    "architecture_maturity": 81.027,
    "architecture_confidence": 64.02,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 30.78,
        "rotation_up": 41.87,
        "upward_expansion": 67.18,
        "deceleration": 65.47,
        "rotation_down": 26.17,
        "downward_expansion": 17.18
      },
      "activity_lines": [
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      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 18096.900391,
    "trend_reference": 16675.577083,
    "distance_from_trend": 0.085234,
    "trend_direction": "Improving",
    "fair_value": 11400.357103,
    "distance_from_fair_value": 0.587398,
    "fair_value_direction": "Improving",
    "relative_strength": 11.699498,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.138805,
    "excess_performance": 0.193472,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.085234,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.060602,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.587398,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.049128,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.116995,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.122896,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.138805,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 9.484976,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2805,
      "relative_activity": 2.303618,
      "balance": 9.484976,
      "dry_up": 1.165975,
      "accumulation_observations": 5,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.046696,
      "annualized_volatility": 0.2465,
      "from_high_reference": -0.091795,
      "from_low_reference": 0.349502
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    "levels": {
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      "fair_value_reference": 11400.357103,
      "structural_low": 14101.345703,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
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    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 32,
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        "positive_rate": 0.5625,
        "directional_follow_through": 0.5625,
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        "worst_return": -0.101591,
        "sufficient": true
      },
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        "horizon": "Intermediate",
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        "sufficient": true
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        "horizon": "Extended",
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        "horizon": "Full cycle",
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      },
      {
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      },
      {
        "date": "2026-07-24",
        "close": 18710.0,
        "volume": 703,
        "typical_volume": 1822.05,
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        "fair_value": 11245.736838,
        "relative_strength": 17.077648,
        "stage": 2,
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        "modifier": "Established expansion",
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      },
      {
        "date": "2026-07-31",
        "close": 17690.550781,
        "volume": 106,
        "typical_volume": 1138.7,
        "trend": 16634.216927,
        "fair_value": 11321.278402,
        "relative_strength": 9.53192,
        "stage": 2,
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        "modifier": "Established expansion",
        "gate": "up",
        "direction": 50.532166,
        "energy": 45.519195,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 18096.900391,
        "volume": 2805,
        "typical_volume": 1217.65,
        "trend": 16675.577083,
        "fair_value": 11400.357103,
        "relative_strength": 11.699498,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
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        "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."
    }
  }
}