{ "ticker": { "uuid": "c7c0fe47-7e9f-4e48-85d3-313629a38efa", "symbol": "CTO", "name": "Hong Lai Huat Group 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": 55.427, "architecture_regime": "downward_expansion", "architecture_regime_label": "Downward Expansion", "architecture_modifier": "Early contraction", "architecture_gate": "down", "architecture_direction": -63.788, "architecture_energy": 70.95, "architecture_maturity": 11.556, "architecture_confidence": 91.277, "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": 14.79, "rotation_up": 12.31, "upward_expansion": 16.49, "deceleration": 37.56, "rotation_down": 70.86, "downward_expansion": 92.15 }, "activity_lines": [ 0.072, 0.074182, 0.078814, 0.080806 ], "activity_state": "Wide", "activity_direction": "Expanding", "rotation_direction": "Weakening", "price_acceptance": -0.833333 }, "latest_close": 0.072, "trend_reference": 0.081767, "distance_from_trend": -0.119446, "trend_direction": "Improving", "fair_value": 0.05559, "distance_from_fair_value": 0.295203, "fair_value_direction": "Weakening", "relative_strength": -12.954348, "relative_strength_direction": "Weakening", "price_momentum": 0.014085, "excess_performance": -0.140751, "evidence": [ { "label": "Price vs Trend", "positive": false, "value": -0.119446, "read": "Below" }, { "label": "Trend direction", "positive": true, "value": 0.044719, "read": "Rising" }, { "label": "Price vs current Fair Value", "positive": true, "value": 0.295203, "read": "Premium" }, { "label": "Fair Value direction", "positive": false, "value": -0.461513, "read": "Moving away" }, { "label": "Relative Strength vs benchmark", "positive": false, "value": -0.129543, "read": "Lagging" }, { "label": "Relative strength direction", "positive": false, "value": -0.556362, "read": "Weakening" }, { "label": "Price momentum", "positive": true, "value": 0.014085, "read": "Positive" }, { "label": "Volume balance", "positive": false, "value": 0.535606, "read": "Supply-led" } ], "volume": { "latest": 2837400, "relative_activity": 0.301787, "balance": 0.535606, "dry_up": 0.087144, "accumulation_observations": 1, "distribution_observations": 1 }, "risk": { "range_context": 0.088675, "annualized_volatility": 0.521482, "from_high_reference": -0.300971, "from_low_reference": 0.714286 }, "levels": { "trend_reference": 0.081767, "fair_value_reference": 0.05559, "structural_low": 0.063, "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": 29, "median_return": 0.0, "positive_rate": 0.482759, "directional_follow_through": 0.37931, "median_excess_return": -0.006796, "regime_survival": 0.758621, "best_return": 0.4, "worst_return": -0.176471, "sufficient": true }, { "horizon": "Intermediate", "sample_count": 11, "median_return": -0.029851, "positive_rate": 0.454545, "directional_follow_through": 0.545455, "median_excess_return": -0.02153, "regime_survival": 0.636364, "best_return": 0.264706, "worst_return": -0.428571, "sufficient": true }, { "horizon": "Extended", "sample_count": 6, "median_return": -0.075758, "positive_rate": 0.333333, "directional_follow_through": 0.5, "median_excess_return": -0.158458, "regime_survival": 0.5, "best_return": 0.794118, "worst_return": -0.392857, "sufficient": true }, { "horizon": "Full cycle", 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"rotation_down", "label": "Rotation Down", "color": "orange", "start": "2025-04-18", "end": "2025-04-25", "tenure": "New", "return": 0.0, "active": false }, { "regime": "balance", "label": "Balance", "color": "blue", "start": "2025-05-02", "end": "2025-05-16", "tenure": "New", "return": -0.058824, "active": false }, { "regime": "downward_expansion", "label": "Downward Expansion", "color": "red", "start": "2025-05-23", "end": "2025-08-29", "tenure": "Established", "return": 0.083333, "active": false }, { "regime": "balance", "label": "Balance", "color": "blue", "start": "2025-09-05", "end": "2025-11-28", "tenure": "Established", "return": 0.234043, "active": false }, { "regime": "upward_expansion", "label": "Upward Expansion", "color": "green", "start": "2025-12-05", "end": "2026-02-20", "tenure": "Developing", "return": 0.042254, "active": false }, { "regime": "deceleration", "label": "Deceleration", "color": "amber", "start": "2026-02-27", "end": "2026-03-06", "tenure": "New", 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0.082073, 0.084843, 0.083854 ] }, { "date": "2026-07-03", "close": 0.081, "volume": 0, "typical_volume": 20987785.0, "trend": 0.0822, "fair_value": 0.055397, "relative_strength": 7.675959, "stage": 3, "regime": "rotation_down", "modifier": "Supply rotation", "gate": "mixed", "direction": -20.015071, "energy": 42.190965, "activity_lines": [ 0.078667, 0.081291, 0.084486, 0.083798 ] }, { "date": "2026-07-10", "close": 0.076, "volume": 418000, "typical_volume": 20555465.0, "trend": 0.082167, "fair_value": 0.055442, "relative_strength": -3.374213, "stage": 3, "regime": "rotation_down", "modifier": "Supply rotation", "gate": "mixed", "direction": -27.091675, "energy": 39.028694, "activity_lines": [ 0.0778, 0.079818, 0.083605, 0.083398 ] }, { "date": "2026-07-17", "close": 0.073, "volume": 23500, "typical_volume": 17845020.0, "trend": 0.082067, "fair_value": 0.055487, "relative_strength": -8.114202, "stage": 3, "regime": "rotation_down", "modifier": "Supply rotation", "gate": "mixed", "direction": -40.994141, "energy": 43.828743, "activity_lines": [ 0.076133, 0.078091, 0.082429, 0.082806 ] }, { "date": "2026-07-24", "close": 0.074, "volume": 61700, "typical_volume": 15432420.0, "trend": 0.082133, "fair_value": 0.055538, "relative_strength": -8.383615, "stage": 4, "regime": "rotation_down", "modifier": "Supply rotation", "gate": "mixed", "direction": -36.114485, "energy": 40.076015, "activity_lines": [ 0.075133, 0.076964, 0.081395, 0.082286 ] }, { "date": "2026-07-31", "close": 0.069, "volume": 354700, "typical_volume": 12667565.0, "trend": 0.0818, "fair_value": 0.055551, "relative_strength": -15.371076, "stage": 4, "regime": "rotation_down", "modifier": "Structural failure", "gate": "down", "direction": -76.729499, "energy": 73.109875, "activity_lines": [ 0.072867, 0.075164, 0.07991, 0.081439 ] }, { "date": "2026-08-07", "close": 0.072, "volume": 2837400, "typical_volume": 9401985.0, "trend": 0.081767, "fair_value": 0.05559, "relative_strength": -12.954348, "stage": 4, "regime": "downward_expansion", "modifier": "Early contraction", "gate": "down", "direction": -63.788286, "energy": 70.949955, "activity_lines": [ 0.072, 0.074182, 0.078814, 0.080806 ] } ], "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." } } }