{
  "ticker": {
    "uuid": "ee308401-5fb6-4443-b4c0-8823c1aba90f",
    "symbol": "Y03",
    "name": "Yeo Hiap Seng 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": 77.154,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -67.234,
    "architecture_energy": 54.603,
    "architecture_maturity": 4.705,
    "architecture_confidence": 86.341,
    "architecture_tenure": "New",
    "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": 25.32,
        "rotation_up": 12.21,
        "upward_expansion": 9.27,
        "deceleration": 42.5,
        "rotation_down": 65.92,
        "downward_expansion": 82.6
      },
      "activity_lines": [
        0.575333,
        0.578909,
        0.587275,
        0.588746
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 0.57,
    "trend_reference": 0.589948,
    "distance_from_trend": -0.033813,
    "trend_direction": "Weakening",
    "fair_value": 0.554783,
    "distance_from_fair_value": 0.027429,
    "fair_value_direction": "Weakening",
    "relative_strength": -18.850168,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.035672,
    "excess_performance": -0.190507,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.033813,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.002355,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.027429,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.099011,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.188502,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.162756,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.035672,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.18709,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 117800,
      "relative_activity": 1.218579,
      "balance": 0.18709,
      "dry_up": 1.573653,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.026316,
      "annualized_volatility": 0.128,
      "from_high_reference": -0.095238,
      "from_low_reference": 0.017857
    },
    "levels": {
      "trend_reference": 0.589948,
      "fair_value_reference": 0.554783,
      "structural_low": 0.56,
      "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": 27,
        "median_return": 0.0,
        "positive_rate": 0.444444,
        "directional_follow_through": 0.444444,
        "median_excess_return": -0.003812,
        "regime_survival": 0.740741,
        "best_return": 0.094338,
        "worst_return": -0.110345,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
        "median_return": -0.003704,
        "positive_rate": 0.416667,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.026248,
        "regime_survival": 0.583333,
        "best_return": 0.178066,
        "worst_return": -0.14557,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.022989,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.714286,
        "median_excess_return": -0.071651,
        "regime_survival": 0.714286,
        "best_return": 0.149792,
        "worst_return": -0.187521,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.066553,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.144655,
        "regime_survival": 0.5,
        "best_return": 0.130943,
        "worst_return": -0.206199,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-10-18",
        "end": "2024-11-15",
        "tenure": "Developing",
        "return": 0.072728,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-11-22",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": 0.008695,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-03",
        "end": "2025-04-04",
        "tenure": "Established",
        "return": -0.008697,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-11",
        "end": "2025-04-18",
        "tenure": "New",
        "return": 0.027777,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-25",
        "end": "2025-05-16",
        "tenure": "New",
        "return": 0.027274,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-23",
        "end": "2025-06-13",
        "tenure": "New",
        "return": 0.054544,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2025-09-19",
        "tenure": "Developing",
        "return": 0.052172,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-26",
        "end": "2026-01-23",
        "tenure": "Established",
        "return": 0.008265,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-30",
        "end": "2026-05-08",
        "tenure": "Established",
        "return": 0.066116,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2026-06-12",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-06-19",
        "end": "2026-07-10",
        "tenure": "New",
        "return": -0.02521,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-17",
        "end": "2026-07-31",
        "tenure": "New",
        "return": 0.017544,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
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        "typical_volume": 97960.0,
        "trend": 0.58834,
        "fair_value": 0.554684,
        "relative_strength": -9.796173,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -39.251338,
        "energy": 14.99857,
        "activity_lines": [
          0.587209,
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      },
      {
        "date": "2026-05-01",
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        "volume": 227300,
        "typical_volume": 105665.0,
        "trend": 0.588662,
        "fair_value": 0.554745,
        "relative_strength": -6.389434,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 54.646041,
        "energy": 28.185506,
        "activity_lines": [
          0.592054,
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          0.588782
        ]
      },
      {
        "date": "2026-05-08",
        "close": 0.625,
        "volume": 159400,
        "typical_volume": 110545.0,
        "trend": 0.589954,
        "fair_value": 0.554845,
        "relative_strength": -2.574577,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 77.665567,
        "energy": 66.078386,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
        "close": 0.6,
        "volume": 210200,
        "typical_volume": 116225.0,
        "trend": 0.590252,
        "fair_value": 0.554959,
        "relative_strength": -7.523303,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 53.74615,
        "energy": 55.337502,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "volume": 66300,
        "typical_volume": 116180.0,
        "trend": 0.590549,
        "fair_value": 0.554957,
        "relative_strength": -8.711121,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 53.053583,
        "energy": 55.661079,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 0.61,
        "volume": 104800,
        "typical_volume": 116420.0,
        "trend": 0.591341,
        "fair_value": 0.555135,
        "relative_strength": -6.360974,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 58.304962,
        "energy": 57.371474,
        "activity_lines": [
          0.606718,
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      },
      {
        "date": "2026-06-05",
        "close": 0.605,
        "volume": 50500,
        "typical_volume": 115025.0,
        "trend": 0.592128,
        "fair_value": 0.555193,
        "relative_strength": -7.11772,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 51.724509,
        "energy": 31.507657,
        "activity_lines": [
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          0.59454
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      },
      {
        "date": "2026-06-12",
        "close": 0.6,
        "volume": 2000,
        "typical_volume": 111630.0,
        "trend": 0.592425,
        "fair_value": 0.555278,
        "relative_strength": -7.105948,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 48.437614,
        "energy": 27.177857,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
        "close": 0.595,
        "volume": 6300,
        "typical_volume": 100580.0,
        "trend": 0.592555,
        "fair_value": 0.555331,
        "relative_strength": -10.470602,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 33.363913,
        "energy": 18.467771,
        "activity_lines": [
          0.600667,
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          0.597689,
          0.595214
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      },
      {
        "date": "2026-06-26",
        "close": 0.58,
        "volume": 60300,
        "typical_volume": 89920.0,
        "trend": 0.592186,
        "fair_value": 0.555287,
        "relative_strength": -12.316277,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 5.655377,
        "energy": 11.556657,
        "activity_lines": [
          0.593333,
          0.598326,
          0.596308,
          0.594404
        ]
      },
      {
        "date": "2026-07-03",
        "close": 0.58,
        "volume": 20000,
        "typical_volume": 81665.0,
        "trend": 0.591816,
        "fair_value": 0.555186,
        "relative_strength": -12.8237,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -24.201999,
        "energy": 26.436467,
        "activity_lines": [
          0.587333,
          0.594741,
          0.594979,
          0.593618
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      },
      {
        "date": "2026-07-10",
        "close": 0.58,
        "volume": 134400,
        "typical_volume": 85540.0,
        "trend": 0.591608,
        "fair_value": 0.555229,
        "relative_strength": -15.949069,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -25.392784,
        "energy": 39.579851,
        "activity_lines": [
          0.583333,
          0.591182,
          0.593704,
          0.592855
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      },
      {
        "date": "2026-07-17",
        "close": 0.57,
        "volume": 406500,
        "typical_volume": 97465.0,
        "trend": 0.590905,
        "fair_value": 0.555122,
        "relative_strength": -17.55626,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -36.741227,
        "energy": 55.388377,
        "activity_lines": [
          0.577667,
          0.586182,
          0.591505,
          0.591461
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.58,
        "volume": 54900,
        "typical_volume": 94825.0,
        "trend": 0.590697,
        "fair_value": 0.555165,
        "relative_strength": -16.805623,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -33.22889,
        "energy": 52.953653,
        "activity_lines": [
          0.577333,
          0.584,
          0.59036,
          0.590758
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.58,
        "volume": 29300,
        "typical_volume": 93080.0,
        "trend": 0.59049,
        "fair_value": 0.554948,
        "relative_strength": -16.896392,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -57.627864,
        "energy": 52.863076,
        "activity_lines": [
          0.578,
          0.582182,
          0.58929,
          0.590068
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.57,
        "volume": 117800,
        "typical_volume": 96670.0,
        "trend": 0.589948,
        "fair_value": 0.554783,
        "relative_strength": -18.850168,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.234269,
        "energy": 54.602666,
        "activity_lines": [
          0.575333,
          0.578909,
          0.587275,
          0.588746
        ]
      }
    ],
    "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."
    }
  }
}