{
  "ticker": {
    "uuid": "b14c14ee-dc7f-442b-b5b2-fbde5f178131",
    "symbol": "2838",
    "name": "Union Bank of Taiwan",
    "exchange": "TAI",
    "country": "TW",
    "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": "2026-08-14",
    "benchmark": "^TWII",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 35.797,
    "architecture_energy": 21.222,
    "architecture_maturity": 57.163,
    "architecture_confidence": 74.763,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 42.39,
        "rotation_up": 24.03,
        "upward_expansion": 55.91,
        "deceleration": 91.05,
        "rotation_down": 28.08,
        "downward_expansion": 19.58
      },
      "activity_lines": [
        20.35,
        20.622569,
        20.227165,
        19.840202
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.166667
    },
    "latest_close": 19.9,
    "trend_reference": 19.234086,
    "distance_from_trend": 0.034622,
    "trend_direction": "Improving",
    "fair_value": 14.512652,
    "distance_from_fair_value": 0.371217,
    "fair_value_direction": "Improving",
    "relative_strength": -22.204209,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.143337,
    "excess_performance": -0.298035,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.034622,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.052322,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.371217,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.029572,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.222042,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.039818,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.143337,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.266868,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 13415427,
      "relative_activity": 1.268568,
      "balance": 1.266868,
      "dry_up": 1.257881,
      "accumulation_observations": 5,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.046866,
      "annualized_volatility": 0.208111,
      "from_high_reference": -0.103871,
      "from_low_reference": 0.298307
    },
    "levels": {
      "trend_reference": 19.234086,
      "fair_value_reference": 14.512652,
      "structural_low": 17.405197,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 17,
        "median_return": 0.027211,
        "positive_rate": 0.764706,
        "directional_follow_through": 0.764706,
        "median_excess_return": 0.00611,
        "regime_survival": 0.411765,
        "best_return": 0.211073,
        "worst_return": -0.079643,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": 0.063011,
        "positive_rate": 0.9,
        "directional_follow_through": 0.9,
        "median_excess_return": -0.037702,
        "regime_survival": 0.2,
        "best_return": 0.224247,
        "worst_return": -0.137952,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": 0.122366,
        "positive_rate": 0.857143,
        "directional_follow_through": 0.857143,
        "median_excess_return": -0.103316,
        "regime_survival": 0.0,
        "best_return": 0.236956,
        "worst_return": -0.09006,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.172253,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.233923,
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        "best_return": 0.297242,
        "worst_return": 0.088735,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-01-26",
        "end": "2024-02-02",
        "tenure": "New",
        "return": 0.010563,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-02-09",
        "end": "2024-03-08",
        "tenure": "Developing",
        "return": 0.038869,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-03-15",
        "end": "2024-08-09",
        "tenure": "Established",
        "return": 0.041408,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-12-27",
        "tenure": "Established",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-02-28",
        "tenure": "Developing",
        "return": 0.029508,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-04-25",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2025-05-16",
        "tenure": "New",
        "return": 0.033033,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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      {
        "regime": "upward_expansion",
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      {
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        "active": true
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      },
      {
        "date": "2026-07-31",
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      },
      {
        "date": "2026-08-07",
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        "typical_volume": 10534980.45,
        "trend": 19.152465,
        "fair_value": 14.462794,
        "relative_strength": -17.227734,
        "stage": 3,
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        "modifier": "Re-accelerating",
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        "direction": 42.149551,
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      },
      {
        "date": "2026-08-14",
        "close": 19.9,
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        "typical_volume": 10575255.4,
        "trend": 19.234086,
        "fair_value": 14.512652,
        "relative_strength": -22.204209,
        "stage": 3,
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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."
    }
  }
}