{
  "ticker": {
    "uuid": "9b8d3c7a-ff91-4998-ac1c-bc993996dbb5",
    "symbol": "Z74",
    "name": "Singapore Telecommunications 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": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "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": -51.465,
    "architecture_energy": 37.07,
    "architecture_maturity": 49.988,
    "architecture_confidence": 64.392,
    "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": 28.95,
        "rotation_up": 25.86,
        "upward_expansion": 16.66,
        "deceleration": 64.5,
        "rotation_down": 41.52,
        "downward_expansion": 66.66
      },
      "activity_lines": [
        4.341011,
        4.336843,
        4.414236,
        4.528909
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 4.3,
    "trend_reference": 4.633744,
    "distance_from_trend": -0.072025,
    "trend_direction": "Weakening",
    "fair_value": 3.368603,
    "distance_from_fair_value": 0.276494,
    "fair_value_direction": "Weakening",
    "relative_strength": -20.251561,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.088983,
    "excess_performance": -0.243818,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.072025,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.020556,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.276494,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.194035,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.202516,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.181604,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.088983,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.526152,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 131238000,
      "relative_activity": 0.954234,
      "balance": 0.526152,
      "dry_up": 1.169801,
      "accumulation_observations": 3,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.039564,
      "annualized_volatility": 0.192548,
      "from_high_reference": -0.184061,
      "from_low_reference": 0.118618
    },
    "levels": {
      "trend_reference": 4.633744,
      "fair_value_reference": 3.368603,
      "structural_low": 4.23,
      "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": 6,
        "median_return": 0.03728,
        "positive_rate": 0.833333,
        "directional_follow_through": 0.166667,
        "median_excess_return": 0.03134,
        "regime_survival": 0.5,
        "best_return": 0.130818,
        "worst_return": -0.002265,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": 0.067994,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.075187,
        "regime_survival": 0.0,
        "best_return": 0.113543,
        "worst_return": 0.054853,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.062544,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.016212,
        "regime_survival": 0.0,
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        "worst_return": 0.057094,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.113104,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.112692,
        "regime_survival": 0.0,
        "best_return": 0.212013,
        "worst_return": 0.014195,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "end": "2024-02-09",
        "tenure": "Developing",
        "return": -0.052632,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-02-16",
        "end": "2024-03-22",
        "tenure": "Developing",
        "return": 0.063025,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-04-19",
        "tenure": "New",
        "return": -0.071146,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "Developing",
        "return": 0.045643,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-01-31",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-10-17",
        "tenure": "Extended",
        "return": 0.316448,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-11-07",
        "tenure": "New",
        "return": 0.074246,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "return": -0.04144,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-02-13",
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        "return": 0.072052,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "return": -0.031746,
        "active": false
      },
      {
        "regime": "deceleration",
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        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "tenure": "New",
        "return": -0.004662,
        "active": false
      },
      {
        "regime": "downward_expansion",
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        "active": true
      }
    ],
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      },
      {
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 132865485.8,
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        "fair_value": 3.341099,
        "relative_strength": -19.341432,
        "stage": 4,
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        "modifier": "Early contraction",
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        "direction": -62.280321,
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      },
      {
        "date": "2026-07-31",
        "close": 4.44,
        "volume": 201020700,
        "typical_volume": 137937015.8,
        "trend": 4.639077,
        "fair_value": 3.3553,
        "relative_strength": -16.916185,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -45.854154,
        "energy": 37.116809,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 4.3,
        "volume": 131238000,
        "typical_volume": 137532335.8,
        "trend": 4.633744,
        "fair_value": 3.368603,
        "relative_strength": -20.251561,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -51.465303,
        "energy": 37.070117,
        "activity_lines": [
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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."
    }
  }
}