{
  "ticker": {
    "uuid": "38c5f95c-2269-42d5-863c-0103060dab94",
    "symbol": "BFI",
    "name": "Tiong Seng Holdings Limited",
    "exchange": "SES",
    "country": "SG",
    "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": "^STI",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -63.981,
    "architecture_energy": 47.674,
    "architecture_maturity": 53.85,
    "architecture_confidence": 93.771,
    "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": 8.1,
        "rotation_up": 20.56,
        "upward_expansion": 7.03,
        "deceleration": 60.1,
        "rotation_down": 58.98,
        "downward_expansion": 82.69
      },
      "activity_lines": [
        0.075067,
        0.077418,
        0.08381,
        0.087555
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.833333
    },
    "latest_close": 0.074,
    "trend_reference": 0.092533,
    "distance_from_trend": -0.200288,
    "trend_direction": "Weakening",
    "fair_value": 0.080205,
    "distance_from_fair_value": -0.077366,
    "fair_value_direction": "Weakening",
    "relative_strength": -32.691938,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.27451,
    "excess_performance": -0.429345,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.200288,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.041436,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.077366,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.369497,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.326919,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.345407,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.27451,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.554531,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 0,
      "relative_activity": 0.0,
      "balance": 0.554531,
      "dry_up": 0.530752,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.130977,
      "annualized_volatility": 0.706024,
      "from_high_reference": -0.463768,
      "from_low_reference": 0.057143
    },
    "levels": {
      "trend_reference": 0.092533,
      "fair_value_reference": 0.080205,
      "structural_low": 0.07,
      "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": 31,
        "median_return": 0.0,
        "positive_rate": 0.419355,
        "directional_follow_through": 0.451613,
        "median_excess_return": -0.02286,
        "regime_survival": 0.806452,
        "best_return": 0.213483,
        "worst_return": -0.262626,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
        "median_return": -0.054054,
        "positive_rate": 0.272727,
        "directional_follow_through": 0.636364,
        "median_excess_return": -0.045646,
        "regime_survival": 0.727273,
        "best_return": 0.146341,
        "worst_return": -0.261364,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.132791,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.833333,
        "median_excess_return": -0.147286,
        "regime_survival": 0.666667,
        "best_return": 0.097561,
        "worst_return": -0.245763,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.138608,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.234196,
        "regime_survival": 0.5,
        "best_return": 0.073171,
        "worst_return": -0.423729,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-06-07",
        "end": "2024-06-14",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-06-21",
        "end": "2024-07-05",
        "tenure": "New",
        "return": 0.016129,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "Developing",
        "return": 0.112903,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-05-09",
        "tenure": "Extended",
        "return": 0.27027,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-05-16",
        "end": "2025-06-06",
        "tenure": "New",
        "return": 0.111111,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-06-13",
        "end": "2025-07-18",
        "tenure": "Developing",
        "return": 0.207317,
        "active": false
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      {
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        "end": "2025-08-15",
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        "return": -0.198113,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-22",
        "end": "2025-10-24",
        "tenure": "Developing",
        "return": -0.043956,
        "active": false
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        "end": "2025-12-19",
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        "return": -0.011905,
        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2026-01-09",
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        "return": 0.235294,
        "active": false
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      {
        "regime": "upward_expansion",
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        "end": "2026-02-13",
        "tenure": "Developing",
        "return": -0.009804,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-02-20",
        "end": "2026-05-22",
        "tenure": "Established",
        "return": -0.116505,
        "active": false
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      {
        "regime": "balance",
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        "return": -0.032967,
        "active": false
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      {
        "regime": "downward_expansion",
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        "color": "red",
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        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.26,
        "active": true
      }
    ],
    "chart_path": [
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        "typical_volume": 44520.0,
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        ]
      },
      {
        "date": "2026-05-01",
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        "typical_volume": 1052715.0,
        "trend": 0.095167,
        "fair_value": 0.080436,
        "relative_strength": -8.037832,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 1059980.0,
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        "stage": 3,
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        "modifier": "Recompressing",
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 1048375.0,
        "trend": 0.096167,
        "fair_value": 0.080577,
        "relative_strength": 0.256712,
        "stage": 2,
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        "energy": 35.239353,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 1054475.0,
        "trend": 0.0963,
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 452095.0,
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        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2026-06-05",
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        "trend": 0.096667,
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        "relative_strength": -15.643708,
        "stage": 3,
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        "modifier": "Upper balance after advance",
        "gate": "mixed",
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 266910.0,
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        "stage": 3,
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      },
      {
        "date": "2026-06-19",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 212245.0,
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        "stage": 3,
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        "modifier": "Early contraction",
        "gate": "down",
        "direction": -78.625206,
        "energy": 67.070551,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 201250.0,
        "trend": 0.0967,
        "fair_value": 0.080353,
        "relative_strength": -34.172176,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "energy": 77.968904,
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      },
      {
        "date": "2026-07-10",
        "close": 0.07,
        "volume": 0,
        "typical_volume": 196760.0,
        "trend": 0.096033,
        "fair_value": 0.080205,
        "relative_strength": -36.248965,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -84.560276,
        "energy": 83.732917,
        "activity_lines": [
          0.0776,
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      },
      {
        "date": "2026-07-17",
        "close": 0.09,
        "volume": 175900,
        "typical_volume": 185985.0,
        "trend": 0.096267,
        "fair_value": 0.080244,
        "relative_strength": -18.058982,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.30799,
        "energy": 69.174091,
        "activity_lines": [
          0.080267,
          0.083909,
          0.088886,
          0.091925
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.07,
        "volume": 97400,
        "typical_volume": 149445.0,
        "trend": 0.0952,
        "fair_value": 0.080192,
        "relative_strength": -36.410439,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.76138,
        "energy": 72.501727,
        "activity_lines": [
          0.076133,
          0.080745,
          0.086833,
          0.09023
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.074,
        "volume": 34600,
        "typical_volume": 145065.0,
        "trend": 0.094267,
        "fair_value": 0.080199,
        "relative_strength": -32.536738,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.285674,
        "energy": 50.468307,
        "activity_lines": [
          0.075333,
          0.078927,
          0.085271,
          0.088862
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.074,
        "volume": 0,
        "typical_volume": 145030.0,
        "trend": 0.092533,
        "fair_value": 0.080205,
        "relative_strength": -32.691938,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.981496,
        "energy": 47.673805,
        "activity_lines": [
          0.075067,
          0.077418,
          0.08381,
          0.087555
        ]
      }
    ],
    "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."
    }
  }
}