{
  "ticker": {
    "uuid": "612efdcb-f744-4221-9815-6df04193f83d",
    "symbol": "Z77",
    "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": -64.554,
    "architecture_energy": 41.49,
    "architecture_maturity": 38.186,
    "architecture_confidence": 86.763,
    "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": 38.42,
        "rotation_up": 26.07,
        "upward_expansion": 5.67,
        "deceleration": 54.26,
        "rotation_down": 39.64,
        "downward_expansion": 72.0
      },
      "activity_lines": [
        4.378667,
        4.388182,
        4.449095,
        4.553011
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.166667
    },
    "latest_close": 4.29,
    "trend_reference": 4.645667,
    "distance_from_trend": -0.076559,
    "trend_direction": "Weakening",
    "fair_value": 3.489808,
    "distance_from_fair_value": 0.229294,
    "fair_value_direction": "Weakening",
    "relative_strength": -20.86175,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.093023,
    "excess_performance": -0.247858,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.076559,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.017483,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.229294,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.178599,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.208618,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.175464,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.093023,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.542894,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 406290,
      "relative_activity": 0.429555,
      "balance": 0.542894,
      "dry_up": 0.473209,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.039089,
      "annualized_volatility": 0.184362,
      "from_high_reference": -0.184411,
      "from_low_reference": 0.097187
    },
    "levels": {
      "trend_reference": 4.645667,
      "fair_value_reference": 3.489808,
      "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": 12,
        "median_return": 0.01233,
        "positive_rate": 0.583333,
        "directional_follow_through": 0.416667,
        "median_excess_return": 0.007316,
        "regime_survival": 0.666667,
        "best_return": 0.1125,
        "worst_return": -0.020921,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.031328,
        "positive_rate": 0.833333,
        "directional_follow_through": 0.166667,
        "median_excess_return": 0.030421,
        "regime_survival": 0.5,
        "best_return": 0.09292,
        "worst_return": -0.012397,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.013199,
        "positive_rate": 0.75,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.020157,
        "regime_survival": 0.5,
        "best_return": 0.066667,
        "worst_return": -0.085938,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.168142,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.168186,
        "regime_survival": 0.333333,
        "best_return": 0.384615,
        "worst_return": -0.025,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-01-26",
        "end": "2024-03-22",
        "tenure": "Developing",
        "return": 0.05,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-03-29",
        "end": "2024-04-19",
        "tenure": "New",
        "return": -0.071146,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-06-07",
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        "return": 0.045643,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-10-25",
        "tenure": "Established",
        "return": 0.253906,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-01",
        "end": "2025-01-31",
        "tenure": "Established",
        "return": 0.084416,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-07",
        "end": "2025-10-17",
        "tenure": "Extended",
        "return": 0.280488,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-24",
        "end": "2025-11-07",
        "tenure": "New",
        "return": 0.067285,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-12-26",
        "tenure": "Developing",
        "return": -0.057851,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-01-02",
        "end": "2026-02-13",
        "tenure": "Developing",
        "return": 0.072052,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-04-24",
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        "return": -0.081511,
        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-01",
        "end": "2026-05-08",
        "tenure": "New",
        "return": 0.024017,
        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-05-29",
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        "return": -0.095634,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2026-06-12",
        "tenure": "New",
        "return": -0.007009,
        "active": false
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      {
        "regime": "downward_expansion",
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        "return": -0.011521,
        "active": true
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      },
      {
        "date": "2026-05-01",
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        "relative_strength": -5.499439,
        "stage": 3,
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        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2026-05-08",
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        "gate": "mixed",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
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        "modifier": "Recompressing",
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      },
      {
        "date": "2026-05-22",
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        "modifier": "Momentum cooling",
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        "energy": 28.916548,
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      },
      {
        "date": "2026-05-29",
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        "modifier": "Momentum cooling",
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      },
      {
        "date": "2026-06-05",
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        "trend": 4.717667,
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        "relative_strength": -13.403448,
        "stage": 4,
        "regime": "rotation_down",
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        "gate": "mixed",
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      },
      {
        "date": "2026-06-12",
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        "relative_strength": -13.317345,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "stage": 4,
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        "energy": 76.631887,
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      },
      {
        "date": "2026-07-03",
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        "volume": 47220,
        "typical_volume": 1031856.0,
        "trend": 4.672667,
        "fair_value": 3.430641,
        "relative_strength": -12.162772,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "direction": -60.236721,
        "energy": 58.405046,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "volume": 411870,
        "typical_volume": 1017676.0,
        "trend": 4.665,
        "fair_value": 3.442372,
        "relative_strength": -16.406159,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -55.420293,
        "energy": 40.044085,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 4.43,
        "volume": 525730,
        "typical_volume": 994749.5,
        "trend": 4.661,
        "fair_value": 3.454103,
        "relative_strength": -16.327742,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -42.200255,
        "energy": 30.497964,
        "activity_lines": [
          4.424667,
          4.402727,
          4.520095,
          4.607054
        ]
      },
      {
        "date": "2026-07-24",
        "close": 4.4,
        "volume": 370240,
        "typical_volume": 977054.0,
        "trend": 4.655667,
        "fair_value": 3.465321,
        "relative_strength": -17.784045,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -41.337703,
        "energy": 31.755923,
        "activity_lines": [
          4.42,
          4.396182,
          4.496,
          4.590215
        ]
      },
      {
        "date": "2026-07-31",
        "close": 4.44,
        "volume": 488060,
        "typical_volume": 968096.5,
        "trend": 4.651,
        "fair_value": 3.478141,
        "relative_strength": -17.379637,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -40.14503,
        "energy": 29.854494,
        "activity_lines": [
          4.424667,
          4.404364,
          4.478476,
          4.576301
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.29,
        "volume": 406290,
        "typical_volume": 945839.0,
        "trend": 4.645667,
        "fair_value": 3.489808,
        "relative_strength": -20.86175,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.554,
        "energy": 41.489716,
        "activity_lines": [
          4.378667,
          4.388182,
          4.449095,
          4.553011
        ]
      }
    ],
    "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."
    }
  }
}