{
  "ticker": {
    "uuid": "2df58fb7-0cad-4042-8fbb-188386e71b1e",
    "symbol": "S69",
    "name": "Serial System Ltd",
    "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": 3,
    "stage_name": "Distribution",
    "phase": "3c",
    "phase_label": "Stage 3C \u00b7 Breakdown watch",
    "transition": "stage_3_to_4_watch",
    "transition_label": "Stage 3 \u2192 4 watch",
    "confidence": 56.128,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "mixed",
    "architecture_direction": -16.977,
    "architecture_energy": 10.033,
    "architecture_maturity": 11.091,
    "architecture_confidence": 58.488,
    "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": 58.21,
        "rotation_up": 22.58,
        "upward_expansion": 11.38,
        "deceleration": 55.57,
        "rotation_down": 44.27,
        "downward_expansion": 41.71
      },
      "activity_lines": [
        0.074067,
        0.074527,
        0.074831,
        0.074289
      ],
      "activity_state": "Compressed",
      "activity_direction": "Stable",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 0.074,
    "trend_reference": 0.074473,
    "distance_from_trend": -0.006348,
    "trend_direction": "Weakening",
    "fair_value": 0.058213,
    "distance_from_fair_value": 0.271188,
    "fair_value_direction": "Weakening",
    "relative_strength": -14.213132,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.001353,
    "excess_performance": -0.153482,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.006348,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.014685,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.271188,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.001045,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.142131,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.202271,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.001353,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.962067,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 263500,
      "relative_activity": 0.053275,
      "balance": 1.962067,
      "dry_up": 0.266099,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.06422,
      "annualized_volatility": 0.340404,
      "from_high_reference": -0.277873,
      "from_low_reference": 0.788131
    },
    "levels": {
      "trend_reference": 0.074473,
      "fair_value_reference": 0.058213,
      "structural_low": 0.05912,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 23,
        "median_return": 0.0,
        "positive_rate": 0.478261,
        "directional_follow_through": 0.478261,
        "median_excess_return": -0.000306,
        "regime_survival": 0.73913,
        "best_return": 0.717397,
        "worst_return": -0.137248,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": 0.019993,
        "positive_rate": 0.555556,
        "directional_follow_through": 0.555556,
        "median_excess_return": -0.072184,
        "regime_survival": 0.444444,
        "best_return": 0.749994,
        "worst_return": -0.195406,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.040006,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.069452,
        "regime_survival": 0.2,
        "best_return": 0.79072,
        "worst_return": -0.310345,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.165919,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.249831,
        "regime_survival": 0.5,
        "best_return": 0.706839,
        "worst_return": -0.392857,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-08-09",
        "end": "2024-08-16",
        "tenure": "New",
        "return": -0.037043,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-08-23",
        "end": "2024-10-11",
        "tenure": "Developing",
        "return": -0.037742,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-12-06",
        "tenure": "Developing",
        "return": -0.020013,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-12-13",
        "end": "2025-05-16",
        "tenure": "Established",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-23",
        "end": "2025-09-12",
        "tenure": "Established",
        "return": 0.069768,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-12-12",
        "tenure": "Established",
        "return": 0.258058,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-12-19",
        "end": "2026-01-02",
        "tenure": "New",
        "return": 0.116883,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-02-13",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "New",
        "return": -0.09877,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-03-20",
        "end": "2026-04-03",
        "tenure": "New",
        "return": -0.083333,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-04-10",
        "end": "2026-05-08",
        "tenure": "Developing",
        "return": 0.085715,
        "active": false
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      {
        "regime": "balance",
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        "active": false
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      {
        "regime": "rotation_up",
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        "return": -0.064103,
        "active": false
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      {
        "regime": "balance",
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        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 6768755.0,
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        "relative_strength": -9.477002,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -1.876355,
        "energy": 6.312817,
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      },
      {
        "date": "2026-07-17",
        "close": 0.075,
        "volume": 875500,
        "typical_volume": 6543715.0,
        "trend": 0.075087,
        "fair_value": 0.058287,
        "relative_strength": -9.275776,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -3.429977,
        "energy": 9.313541,
        "activity_lines": [
          0.0744,
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          0.074712,
          0.074458
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.075,
        "volume": 2297900,
        "typical_volume": 6308475.0,
        "trend": 0.074959,
        "fair_value": 0.058269,
        "relative_strength": -10.848475,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -4.305808,
        "energy": 7.742569,
        "activity_lines": [
          0.074467,
          0.075291,
          0.074877,
          0.074452
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.073,
        "volume": 1827600,
        "typical_volume": 5521215.0,
        "trend": 0.074568,
        "fair_value": 0.058244,
        "relative_strength": -14.044917,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -12.840943,
        "energy": 9.64248,
        "activity_lines": [
          0.074067,
          0.074818,
          0.074809,
          0.074326
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.074,
        "volume": 263500,
        "typical_volume": 4946000.0,
        "trend": 0.074473,
        "fair_value": 0.058213,
        "relative_strength": -14.213132,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -16.977204,
        "energy": 10.032676,
        "activity_lines": [
          0.074067,
          0.074527,
          0.074831,
          0.074289
        ]
      }
    ],
    "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."
    }
  }
}