{
  "ticker": {
    "uuid": "d8f6ed00-66c7-417e-a000-3067e87ad0de",
    "symbol": "1229",
    "name": "Lien Hwa Industrial Holdings Corporation",
    "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": 4,
    "stage_name": "Declining",
    "phase": "4c",
    "phase_label": "Stage 4C \u00b7 Repair watch",
    "transition": "stage_4_to_1_watch",
    "transition_label": "Stage 4 \u2192 1 repair watch",
    "confidence": 50.784,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 12.588,
    "architecture_energy": 13.862,
    "architecture_maturity": 12.614,
    "architecture_confidence": 46.219,
    "architecture_tenure": "Developing",
    "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": 53.6,
        "rotation_up": 45.71,
        "upward_expansion": 34.72,
        "deceleration": 32.94,
        "rotation_down": 19.91,
        "downward_expansion": 18.72
      },
      "activity_lines": [
        40.786667,
        40.63929,
        39.96719,
        40.165427
      ],
      "activity_state": "Compressed",
      "activity_direction": "Stable",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 40.799999,
    "trend_reference": 40.714633,
    "distance_from_trend": 0.002097,
    "trend_direction": "Weakening",
    "fair_value": 46.639065,
    "distance_from_fair_value": -0.125197,
    "fair_value_direction": "Improving",
    "relative_strength": -32.884864,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.032533,
    "excess_performance": -0.473905,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.002097,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.033769,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.125197,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.092099,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.328849,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.091577,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.032533,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 4.148359,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 9378953,
      "relative_activity": 0.620077,
      "balance": 4.148359,
      "dry_up": 0.87841,
      "accumulation_observations": 5,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.049258,
      "annualized_volatility": 0.186723,
      "from_high_reference": -0.150632,
      "from_low_reference": 0.144412
    },
    "levels": {
      "trend_reference": 40.714633,
      "fair_value_reference": 46.639065,
      "structural_low": 35.651508,
      "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": 13,
        "median_return": 0.013716,
        "positive_rate": 0.692308,
        "directional_follow_through": 0.692308,
        "median_excess_return": -0.003288,
        "regime_survival": 0.615385,
        "best_return": 0.059211,
        "worst_return": -0.105027,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.02746,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.01955,
        "regime_survival": 0.0,
        "best_return": 0.165692,
        "worst_return": -0.088302,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.011977,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.114959,
        "regime_survival": 0.25,
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        "worst_return": -0.243822,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
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        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.310414,
        "regime_survival": 0.333333,
        "best_return": 0.186253,
        "worst_return": -0.138193,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
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        "end": "2023-11-17",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-01-05",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "tenure": "Developing",
        "return": 0.043077,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Developing",
        "return": -0.032496,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-06-28",
        "tenure": "Developing",
        "return": 0.025526,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-08-30",
        "tenure": "Developing",
        "return": -0.013913,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-11-01",
        "tenure": "Developing",
        "return": 0.009983,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-08",
        "end": "2025-08-01",
        "tenure": "Extended",
        "return": -0.165708,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-09-12",
        "tenure": "Developing",
        "return": 0.045702,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Developing",
        "return": -0.033674,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2026-07-03",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "balance",
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        "tenure": "Developing",
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        "active": true
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    ],
    "chart_path": [
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      {
        "date": "2026-07-10",
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 15679888.4,
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        "stage": 4,
        "regime": "balance",
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        "energy": 18.799915,
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      },
      {
        "date": "2026-07-31",
        "close": 40.349998,
        "volume": 11804600,
        "typical_volume": 15359738.35,
        "trend": 40.933064,
        "fair_value": 46.755518,
        "relative_strength": -31.310864,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "direction": -5.199724,
        "energy": 13.810487,
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      },
      {
        "date": "2026-08-07",
        "close": 40.650002,
        "volume": 9569605,
        "typical_volume": 15146850.15,
        "trend": 40.818221,
        "fair_value": 46.69378,
        "relative_strength": -31.630714,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -5.233485,
        "energy": 12.921385,
        "activity_lines": [
          40.76,
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      },
      {
        "date": "2026-08-14",
        "close": 40.799999,
        "volume": 9378953,
        "typical_volume": 15125463.2,
        "trend": 40.714633,
        "fair_value": 46.639065,
        "relative_strength": -32.884864,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 12.58842,
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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."
    }
  }
}