{
  "ticker": {
    "uuid": "7655cd37-8e81-4c1e-9bd1-58c97a8a8e35",
    "symbol": "KB",
    "name": "KB Financial Group Inc",
    "exchange": "NYSE",
    "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": "SPY",
    "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": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 71.312,
    "architecture_energy": 68.672,
    "architecture_maturity": 20.757,
    "architecture_confidence": 79.853,
    "architecture_tenure": "New",
    "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": 23.31,
        "rotation_up": 73.46,
        "upward_expansion": 89.85,
        "deceleration": 43.06,
        "rotation_down": 10.87,
        "downward_expansion": 14.18
      },
      "activity_lines": [
        120.37,
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        112.182,
        110.039766
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 124.01,
    "trend_reference": 106.954453,
    "distance_from_trend": 0.159466,
    "trend_direction": "Improving",
    "fair_value": 68.128438,
    "distance_from_fair_value": 0.820238,
    "fair_value_direction": "Improving",
    "relative_strength": 15.069938,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.196406,
    "excess_performance": 0.070781,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.159466,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.095556,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.820238,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.018812,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.150699,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.024477,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.196406,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.745561,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1083661,
      "relative_activity": 0.850672,
      "balance": 0.745561,
      "dry_up": 1.1045,
      "accumulation_observations": 3,
      "distribution_observations": 5
    },
    "risk": {
      "range_context": 0.075106,
      "annualized_volatility": 0.396013,
      "from_high_reference": -0.013131,
      "from_low_reference": 0.65201
    },
    "levels": {
      "trend_reference": 106.954453,
      "fair_value_reference": 68.128438,
      "structural_low": 94.715,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 30,
        "median_return": 0.013965,
        "positive_rate": 0.566667,
        "directional_follow_through": 0.566667,
        "median_excess_return": 0.001409,
        "regime_survival": 0.7,
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        "worst_return": -0.142448,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
        "median_return": 0.031441,
        "positive_rate": 0.727273,
        "directional_follow_through": 0.727273,
        "median_excess_return": 0.027444,
        "regime_survival": 0.363636,
        "best_return": 0.16855,
        "worst_return": -0.2017,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": 0.143399,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.007616,
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        "worst_return": -0.218756,
        "sufficient": true
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      {
        "horizon": "Full cycle",
        "sample_count": 4,
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        "worst_return": -0.103376,
        "sufficient": false
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        "active": false
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      {
        "regime": "upward_expansion",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "tenure": "Developing",
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        "active": false
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      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-31",
        "end": "2025-05-09",
        "tenure": "Established",
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        "active": false
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      {
        "regime": "rotation_up",
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        "regime": "deceleration",
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        "end": "2025-09-19",
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        "active": false
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        "active": false
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        "regime": "balance",
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      },
      {
        "date": "2026-04-17",
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      },
      {
        "date": "2026-04-24",
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      },
      {
        "date": "2026-05-01",
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      },
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        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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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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      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 1313016.65,
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        "fair_value": 65.964244,
        "relative_strength": 19.131814,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2026-07-17",
        "close": 119.37,
        "volume": 1491195,
        "typical_volume": 1315771.3,
        "trend": 103.592853,
        "fair_value": 66.511564,
        "relative_strength": 16.721404,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 69.111101,
        "energy": 62.753001,
        "activity_lines": [
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          108.670381,
          107.116107
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      },
      {
        "date": "2026-07-24",
        "close": 117.43,
        "volume": 1557621,
        "typical_volume": 1270906.4,
        "trend": 104.634951,
        "fair_value": 67.031313,
        "relative_strength": 15.085806,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.117895,
        "energy": 68.565447,
        "activity_lines": [
          116.748667,
          112.474909,
          109.704905,
          108.008826
        ]
      },
      {
        "date": "2026-07-31",
        "close": 117.82,
        "volume": 1495561,
        "typical_volume": 1277991.4,
        "trend": 105.715476,
        "fair_value": 67.55713,
        "relative_strength": 13.670807,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 59.371624,
        "energy": 68.49567,
        "activity_lines": [
          118.177333,
          113.960909,
          110.692381,
          108.859475
        ]
      },
      {
        "date": "2026-08-07",
        "close": 124.01,
        "volume": 1083661,
        "typical_volume": 1273887.9,
        "trend": 106.954453,
        "fair_value": 68.128438,
        "relative_strength": 15.069938,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 71.311576,
        "energy": 68.672386,
        "activity_lines": [
          120.37,
          116.337091,
          112.182,
          110.039766
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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."
    }
  }
}