{ "ticker": { "uuid": "0540c313-b16c-49de-a8d4-461f612d15da", "symbol": "LHFG", "name": "LH Financial Group Public Company Limited", "exchange": "SET", "country": "TH", "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": "^SET.BK", "stage": 2, "stage_name": "Advancing", "phase": "2b", "phase_label": "Stage 2B \u00b7 Advancing", "transition": "stage_2_healthy", "transition_label": "Stage 2 trend intact", "confidence": 96.0, "architecture_regime": "upward_expansion", "architecture_regime_label": "Upward Expansion", "architecture_modifier": "Established expansion", "architecture_gate": "up", "architecture_direction": 68.452, "architecture_energy": 65.11, "architecture_maturity": 100.0, "architecture_confidence": 92.335, "architecture_tenure": "Extended", "architecture": { "interpretation": { "headline": "The weekly architecture is expanding upward.", "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing." }, "scores": { "balance": 17.77, "rotation_up": 63.6, "upward_expansion": 85.18, "deceleration": 63.0, "rotation_down": 20.62, "downward_expansion": 11.85 }, "activity_lines": [ 1.272667, 1.249273, 1.203858, 1.154064 ], "activity_state": "Wide", "activity_direction": "Contracting", "rotation_direction": "Weakening", "price_acceptance": 0.666667 }, "latest_close": 1.28, "trend_reference": 1.08606, "distance_from_trend": 0.178572, "trend_direction": "Improving", "fair_value": 0.852246, "distance_from_fair_value": 0.501914, "fair_value_direction": "Improving", "relative_strength": 17.919928, "relative_strength_direction": "Weakening", "price_momentum": 0.438341, "excess_performance": 0.246016, "evidence": [ { "label": "Price vs Trend", "positive": true, "value": 0.178572, "read": "Above" }, { "label": "Trend direction", "positive": true, "value": 0.145363, "read": "Rising" }, { "label": "Price vs current Fair Value", "positive": true, "value": 0.501914, "read": "Premium" }, { "label": "Fair Value direction", "positive": true, "value": 0.141717, "read": "Closing upward" }, { "label": "Relative Strength vs benchmark", "positive": true, "value": 0.179199, "read": "Leading" }, { "label": "Relative strength direction", "positive": false, "value": -0.001871, "read": "Weakening" }, { "label": "Price momentum", "positive": true, "value": 0.438341, "read": "Positive" }, { "label": "Volume balance", "positive": true, "value": 1.958575, "read": "Demand-led" } ], "volume": { "latest": 55348600, "relative_activity": 1.413425, "balance": 1.958575, "dry_up": 1.603585, "accumulation_observations": 3, "distribution_observations": 1 }, "risk": { "range_context": 0.042668, "annualized_volatility": 0.199576, "from_high_reference": -0.037594, "from_low_reference": 0.807647 }, "levels": { "trend_reference": 1.08606, "fair_value_reference": 0.852246, "structural_low": 0.880345, "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis." }, "outcomes": [ { "horizon": "Near term", "sample_count": 20, "median_return": -0.010684, "positive_rate": 0.35, "directional_follow_through": 0.35, "median_excess_return": -0.022918, "regime_survival": 0.75, "best_return": 0.137255, "worst_return": -0.147368, "sufficient": true }, { "horizon": "Intermediate", "sample_count": 7, "median_return": 0.012987, "positive_rate": 0.571429, "directional_follow_through": 0.571429, "median_excess_return": -0.052495, "regime_survival": 0.571429, "best_return": 0.278481, "worst_return": -0.16917, "sufficient": true }, { "horizon": "Extended", "sample_count": 5, "median_return": -0.083333, "positive_rate": 0.4, "directional_follow_through": 0.4, "median_excess_return": -0.097189, "regime_survival": 0.6, "best_return": 0.547726, "worst_return": -0.207921, "sufficient": true }, { "horizon": "Full cycle", 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18.943577, "stage": 2, "regime": "upward_expansion", "modifier": "Established expansion", "gate": "up", "direction": 81.244604, "energy": 72.365534, "activity_lines": [ 1.252, 1.214, 1.163676, 1.113956 ] }, { "date": "2026-07-24", "close": 1.26, "volume": 109368500, "typical_volume": 36999555.0, "trend": 1.059445, "fair_value": 0.847943, "relative_strength": 15.256103, "stage": 2, "regime": "upward_expansion", "modifier": "Established expansion", "gate": "up", "direction": 65.133201, "energy": 80.240725, "activity_lines": [ 1.264, 1.226545, 1.177832, 1.127753 ] }, { "date": "2026-07-31", "close": 1.26, "volume": 47672100, "typical_volume": 37491235.0, "trend": 1.072738, "fair_value": 0.850087, "relative_strength": 15.985709, "stage": 2, "regime": "upward_expansion", "modifier": "Established expansion", "gate": "up", "direction": 64.637126, "energy": 75.033185, "activity_lines": [ 1.269333, 1.236909, 1.190546, 1.140692 ] }, { "date": "2026-08-07", "close": 1.28, "volume": 55348600, "typical_volume": 39159200.0, "trend": 1.08606, "fair_value": 0.852246, "relative_strength": 17.919928, "stage": 2, "regime": "upward_expansion", "modifier": "Established expansion", "gate": "up", "direction": 68.451572, "energy": 65.110157, "activity_lines": [ 1.272667, 1.249273, 1.203858, 1.154064 ] } ], "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." } } }