Snapshot
- subject_area: Copper futures (HG)
- target_market_code: copper
- ticker: null
- regime_state: tightening
- beliefs_count: 2
- top_risk_flag: data_quality_skew_low_authority_share
- generated_at: 2026-03-11T17:20:00Z
- sentiment_word: Bullish
- late_breaking_alerts_count: 0
- kill_switch_markets_count: 0
Signal Table
| market | belief_id | claim | prob | dir | vel | horizon | kill_switch | fragility |
|---|---|---|---|---|---|---|---|---|
| copper | B-copper-001 | Copper futures are biased higher over the next 24h as scarcity/inventory tightness and deficit narratives remain dominant, with incremental systematic/CTA demand supportive. | 62 | up | accelerating | 24h | false | 54 |
| copper | B-copper-002 | Near-term downside is limited but pullback risk is non-trivial because the move is crowded/extended and supported by mixed-quality sources; volatility and sharp mean reversion remain plausible within 6–24h. | 38 | mixed | stable | 6h | false | 54 |
Data Dump (Machine Use)
{ "workflow_6B_CIS_output": { "snapshot_id": "6B_copper_2026-03-11T17:20:00Z", "timestamp_utc": "2026-03-11T17:20:00Z", "primary_asset_focus": { "name": "Copper futures (HG)", "market_code": "copper" }, "headline_sentiment_word": "Bullish", "headline_conviction_score_0_100": 67, "headline_fragility_score_0_100": 54, "commodity_registry": [ "crude_oil", "gold", "natural_gas", "copper", "silver", "wheat", "corn", "uranium", "lithium", "coffee" ], "target_market_code": "copper", "target_resolution_source": "explicit", "scope_mode": "single_market", "analyzed_markets": [ "copper" ], "regime_state": "tightening", "beliefs": [ { "belief_id": "B-copper-001", "market": "copper", "claim": "Copper futures are biased higher over the next 24h as scarcity/inventory tightness and deficit narratives remain dominant, with incremental systematic/CTA demand supportive.", "probability_pct": 62, "direction": "up", "velocity": "accelerating", "horizon": "24h", "drivers": [ "inventory scarcity / low unencumbered stocks", "refined/ concentrate tightness signals (e.g., low/zero TC/RC narrative)", "supply disruption / mine supply uncertainty", "trend-following/CTA incremental long bias" ], "contradicted_by": [ "risk-off tape and profit-taking at/near record highs", "visible warehouse builds that can mask tightness narrative", "policy/trade uncertainty that could hit demand expectations" ] }, { "belief_id": "B-copper-002", "market": "copper", "claim": "Near-term downside is limited but pullback risk is non-trivial because the move is crowded/extended and supported by mixed-quality sources; volatility and sharp mean reversion remain plausible within 6\u201324h.", "probability_pct": 38, "direction": "mixed", "velocity": "stable", "horizon": "6h", "drivers": [ "record/near-record price framing increases profit-taking sensitivity", "mixed visibility of inventories (builds vs unencumbered tightness)", "headline/policy shock sensitivity" ], "contradicted_by": [ "persistent structural deficit framing", "ongoing supply-side constraint signals" ] } ], "market_state_table": [ { "market": "copper", "directional_state": "bullish", "momentum_state": "strengthening", "reversal_risk": "medium", "state_change": "unchanged", "conviction_score_0_100": 67, "freshness_confidence": "medium", "catalyst_type": "fresh_directional", "stale_suppression_applied": false, "thesis_kill_switch": false, "late_breaking_alert": false, "fragility_score_0_100": 54, "supporting_belief_ids": [ "B-copper-001", "B-copper-002" ] } ], "risk_flags": [ { "flag": "data_quality_skew_low_authority_share", "severity": "medium", "market": "copper", "details": "A meaningful share of supporting narratives appear to be reinforced by lower-tier / single-source items; conviction capped and fragility elevated." }, { "flag": "overextension_volatility_risk", "severity": "medium", "market": "copper", "details": "Record/near-record framing + CTA participation can amplify intraday swings and pullbacks despite bullish structure." }, { "flag": "inventory_signal_ambiguity", "severity": "medium", "market": "copper", "details": "Tight 'unencumbered' availability vs reports of visible warehouse builds increases contradiction risk in the short run." }, { "flag": "policy_trade_uncertainty_overhang", "severity": "low", "market": "copper", "details": "Trade/tariff/legal-policy headlines can rapidly change demand expectations; monitor for sudden sentiment flips." } ], "candidate_actions": [ { "market": "copper", "action": "watch_long_bias", "confidence": "medium", "trigger_condition": "Bullish pressure remains dominant in fresh (<=24h) evidence and no high-trust opposing catalyst emerges." }, { "market": "copper", "action": "volatility_watch", "confidence": "high", "trigger_condition": "Intraday narrative shifts around inventory prints, China demand policy headlines, or systematic flow commentary." }, { "market": "copper", "action": "reversal_watch", "confidence": "medium", "trigger_condition": "Fresh (<=6h) opposing macro/risk-off catalyst coincides with a contradiction spike and weakening momentum." }, { "market": "copper", "action": "stay_flat", "confidence": "low", "trigger_condition": "Signals become highly mixed (directional score within [-20,+20]) with rising contradiction and sparse fresh evidence." } ], "paper_trade_signal_pack": { "bullish_markets": [ "copper" ], "bearish_markets": [], "neutral_mixed_markets": [], "high_reversal_risk_markets": [] }, "signal_timeseries": { "resolution": "1h", "lookback_hours": 24, "bucket_timezone": "UTC", "buckets": [ { "bucket_start_utc": "2026-03-10T17:00:00Z", "bucket_end_utc": "2026-03-10T18:00:00Z", "directional_score_signed": 10, "bullish_pressure_score": 18, "bearish_pressure_score": 8, "net_sentiment_score": 10, "velocity_score": 0, "acceleration_score": 0, "contradiction_ratio": 0.28, "fresh_evidence_count": 0, "stale_evidence_count": 3, "conviction_score_0_100": 34, "fragility_score_0_100": 62, "dominant_state": "neutral_mixed" }, { "bucket_start_utc": "2026-03-10T18:00:00Z", "bucket_end_utc": "2026-03-10T19:00:00Z", "directional_score_signed": 10, "bullish_pressure_score": 18, "bearish_pressure_score": 8, "net_sentiment_score": 10, "velocity_score": 0, "acceleration_score": 0, "contradiction_ratio": 0.28, "fresh_evidence_count": 1, "stale_evidence_count": 2, "conviction_score_0_100": 36, "fragility_score_0_100": 61, "dominant_state": "neutral_mixed" }, { "bucket_start_utc": "2026-03-10T19:00:00Z", "bucket_end_utc": "2026-03-10T20:00:00Z", "directional_score_signed": 12, "bullish_pressure_score": 20, "bearish_pressure_score": 8, "net_sentiment_score": 12, "velocity_score": 2, "acceleration_score": 2, "contradiction_ratio": 0.27, "fresh_evidence_count": 0, "stale_evidence_count": 3, "conviction_score_0_100": 35, "fragility_score_0_100": 62, "dominant_state": "neutral_mixed" }, { "bucket_start_utc": "2026-03-10T20:00:00Z", "bucket_end_utc": "2026-03-10T21:00:00Z", "directional_score_signed": 12, "bullish_pressure_score": 20, "bearish_pressure_score": 8, "net_sentiment_score": 12, "velocity_score": 0, "acceleration_score": -2, "contradiction_ratio": 0.27, "fresh_evidence_count": 0, "stale_evidence_count": 3, "conviction_score_0_100": 34, "fragility_score_0_100": 63, "dominant_state": "neutral_mixed" }, { "bucket_start_utc": "2026-03-10T21:00:00Z", "bucket_end_utc": "2026-03-10T22:00:00Z", "directional_score_signed": 12, "bullish_pressure_score": 20, "bearish_pressure_score": 8, "net_sentiment_score": 12, "velocity_score": 0, "acceleration_score": 0, "contradiction_ratio": 0.27, "fresh_evidence_count": 0, "stale_evidence_count": 2, "conviction_score_0_100": 35, "fragility_score_0_100": 62, "dominant_state": "neutral_mixed" }, { "bucket_start_utc": "2026-03-10T22:00:00Z", "bucket_end_utc": "2026-03-10T23:00:00Z", "directional_score_signed": 14, "bullish_pressure_score": 22, "bearish_pressure_score": 8, "net_sentiment_score": 14, "velocity_score": 2, "acceleration_score": 2, "contradiction_ratio": 0.26, "fresh_evidence_count": 0, "stale_evidence_count": 2, "conviction_score_0_100": 36, "fragility_score_0_100": 61, "dominant_state": "neutral_mixed" }, { "bucket_start_utc": "2026-03-10T23:00:00Z", "bucket_end_utc": "2026-03-11T00:00:00Z", "directional_score_signed": 14, "bullish_pressure_score": 22, "bearish_pressure_score": 8, "net_sentiment_score": 14, "velocity_score": 0, "acceleration_score": -2, "contradiction_ratio": 0.26, "fresh_evidence_count": 0, "stale_evidence_count": 2, "conviction_score_0_100": 36, "fragility_score_0_100": 61, "dominant_state": "neutral_mixed" }, { "bucket_start_utc": "2026-03-11T00:00:00Z", "bucket_end_utc": "2026-03-11T01:00:00Z", "directional_score_signed": 15, "bullish_pressure_score": 24, "bearish_pressure_score": 9, "net_sentiment_score": 15, "velocity_score": 1, "acceleration_score": 1, "contradiction_ratio": 0.26, "fresh_evidence_count": 0, "stale_evidence_count": 2, "conviction_score_0_100": 37, "fragility_score_0_100": 60, "dominant_state": "neutral_mixed" }, { "bucket_start_utc": "2026-03-11T01:00:00Z", "bucket_end_utc": "2026-03-11T02:00:00Z", "directional_score_signed": 15, "bullish_pressure_score": 24, "bearish_pressure_score": 9, "net_sentiment_score": 15, "velocity_score": 0, "acceleration_score": -1, "contradiction_ratio": 0.26, "fresh_evidence_count": 0, "stale_evidence_count": 2, "conviction_score_0_100": 37, "fragility_score_0_100": 60, "dominant_state": "neutral_mixed" }, { "bucket_start_utc": "2026-03-11T02:00:00Z", "bucket_end_utc": "2026-03-11T03:00:00Z", "directional_score_signed": 16, "bullish_pressure_score": 25, "bearish_pressure_score": 9, "net_sentiment_score": 16, "velocity_score": 1, "acceleration_score": 1, "contradiction_ratio": 0.25, "fresh_evidence_count": 0, "stale_evidence_count": 2, "conviction_score_0_100": 38, "fragility_score_0_100": 60, "dominant_state": "neutral_mixed" }, { "bucket_start_utc": "2026-03-11T03:00:00Z", "bucket_end_utc": "2026-03-11T04:00:00Z", "directional_score_signed": 16, "bullish_pressure_score": 25, "bearish_pressure_score": 9, "net_sentiment_score": 16, "velocity_score": 0, "acceleration_score": -1, "contradiction_ratio": 0.25, "fresh_evidence_count": 0, "stale_evidence_count": 2, "conviction_score_0_100": 38, "fragility_score_0_100": 60, "dominant_state": "neutral_mixed" }, { "bucket_start_utc": "2026-03-11T04:00:00Z", "bucket_end_utc": "2026-03-11T05:00:00Z", "directional_score_signed": 18, "bullish_pressure_score": 27, "bearish_pressure_score": 9, "net_sentiment_score": 18, "velocity_score": 2, "acceleration_score": 2, "contradiction_ratio": 0.24, "fresh_evidence_count": 0, "stale_evidence_count": 2, "conviction_score_0_100": 40, "fragility_score_0_100": 59, "dominant_state": "neutral_mixed" }, { "bucket_start_utc": "2026-03-11T05:00:00Z", "bucket_end_utc": "2026-03-11T06:00:00Z", "directional_score_signed": 20, "bullish_pressure_score": 30, "bearish_pressure_score": 10, "net_sentiment_score": 20, "velocity_score": 2, "acceleration_score": 0, "contradiction_ratio": 0.24, "fresh_evidence_count": 0, "stale_evidence_count": 2, "conviction_score_0_100": 42, "fragility_score_0_100": 58, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T06:00:00Z", "bucket_end_utc": "2026-03-11T07:00:00Z", "directional_score_signed": 20, "bullish_pressure_score": 30, "bearish_pressure_score": 10, "net_sentiment_score": 20, "velocity_score": 0, "acceleration_score": -2, "contradiction_ratio": 0.24, "fresh_evidence_count": 0, "stale_evidence_count": 2, "conviction_score_0_100": 42, "fragility_score_0_100": 58, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T07:00:00Z", "bucket_end_utc": "2026-03-11T08:00:00Z", "directional_score_signed": 22, "bullish_pressure_score": 32, "bearish_pressure_score": 10, "net_sentiment_score": 22, "velocity_score": 2, "acceleration_score": 2, "contradiction_ratio": 0.23, "fresh_evidence_count": 0, "stale_evidence_count": 1, "conviction_score_0_100": 44, "fragility_score_0_100": 57, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T08:00:00Z", "bucket_end_utc": "2026-03-11T09:00:00Z", "directional_score_signed": 22, "bullish_pressure_score": 32, "bearish_pressure_score": 10, "net_sentiment_score": 22, "velocity_score": 0, "acceleration_score": -2, "contradiction_ratio": 0.23, "fresh_evidence_count": 0, "stale_evidence_count": 1, "conviction_score_0_100": 44, "fragility_score_0_100": 57, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T09:00:00Z", "bucket_end_utc": "2026-03-11T10:00:00Z", "directional_score_signed": 24, "bullish_pressure_score": 35, "bearish_pressure_score": 11, "net_sentiment_score": 24, "velocity_score": 2, "acceleration_score": 2, "contradiction_ratio": 0.22, "fresh_evidence_count": 1, "stale_evidence_count": 1, "conviction_score_0_100": 48, "fragility_score_0_100": 56, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T10:00:00Z", "bucket_end_utc": "2026-03-11T11:00:00Z", "directional_score_signed": 26, "bullish_pressure_score": 38, "bearish_pressure_score": 12, "net_sentiment_score": 26, "velocity_score": 2, "acceleration_score": 0, "contradiction_ratio": 0.22, "fresh_evidence_count": 0, "stale_evidence_count": 1, "conviction_score_0_100": 49, "fragility_score_0_100": 56, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T11:00:00Z", "bucket_end_utc": "2026-03-11T12:00:00Z", "directional_score_signed": 28, "bullish_pressure_score": 41, "bearish_pressure_score": 13, "net_sentiment_score": 28, "velocity_score": 2, "acceleration_score": 0, "contradiction_ratio": 0.21, "fresh_evidence_count": 0, "stale_evidence_count": 1, "conviction_score_0_100": 51, "fragility_score_0_100": 55, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T12:00:00Z", "bucket_end_utc": "2026-03-11T13:00:00Z", "directional_score_signed": 30, "bullish_pressure_score": 44, "bearish_pressure_score": 14, "net_sentiment_score": 30, "velocity_score": 2, "acceleration_score": 0, "contradiction_ratio": 0.21, "fresh_evidence_count": 1, "stale_evidence_count": 1, "conviction_score_0_100": 54, "fragility_score_0_100": 55, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T13:00:00Z", "bucket_end_utc": "2026-03-11T14:00:00Z", "directional_score_signed": 32, "bullish_pressure_score": 46, "bearish_pressure_score": 14, "net_sentiment_score": 32, "velocity_score": 2, "acceleration_score": 0, "contradiction_ratio": 0.2, "fresh_evidence_count": 0, "stale_evidence_count": 1, "conviction_score_0_100": 55, "fragility_score_0_100": 55, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T14:00:00Z", "bucket_end_utc": "2026-03-11T15:00:00Z", "directional_score_signed": 40, "bullish_pressure_score": 56, "bearish_pressure_score": 16, "net_sentiment_score": 40, "velocity_score": 8, "acceleration_score": 6, "contradiction_ratio": 0.2, "fresh_evidence_count": 2, "stale_evidence_count": 1, "conviction_score_0_100": 62, "fragility_score_0_100": 54, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T15:00:00Z", "bucket_end_utc": "2026-03-11T16:00:00Z", "directional_score_signed": 50, "bullish_pressure_score": 66, "bearish_pressure_score": 16, "net_sentiment_score": 50, "velocity_score": 10, "acceleration_score": 2, "contradiction_ratio": 0.19, "fresh_evidence_count": 2, "stale_evidence_count": 1, "conviction_score_0_100": 66, "fragility_score_0_100": 54, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T16:00:00Z", "bucket_end_utc": "2026-03-11T17:00:00Z", "directional_score_signed": 58, "bullish_pressure_score": 74, "bearish_pressure_score": 16, "net_sentiment_score": 58, "velocity_score": 8, "acceleration_score": -2, "contradiction_ratio": 0.2, "fresh_evidence_count": 2, "stale_evidence_count": 0, "conviction_score_0_100": 70, "fragility_score_0_100": 54, "dominant_state": "bullish" } ] }, "recent_half_hour_overlay": { "enabled": true, "resolution": "30m", "lookback_hours": 6, "buckets": [ { "bucket_start_utc": "2026-03-11T11:00:00Z", "bucket_end_utc": "2026-03-11T11:30:00Z", "directional_score_signed": 27, "bullish_pressure_score": 40, "bearish_pressure_score": 13, "net_sentiment_score": 27, "velocity_score": 0, "acceleration_score": 0, "contradiction_ratio": 0.21, "fresh_evidence_count": 0, "stale_evidence_count": 1, "conviction_score_0_100": 50, "fragility_score_0_100": 55, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T11:30:00Z", "bucket_end_utc": "2026-03-11T12:00:00Z", "directional_score_signed": 29, "bullish_pressure_score": 42, "bearish_pressure_score": 13, "net_sentiment_score": 29, "velocity_score": 2, "acceleration_score": 2, "contradiction_ratio": 0.21, "fresh_evidence_count": 0, "stale_evidence_count": 1, "conviction_score_0_100": 52, "fragility_score_0_100": 55, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T12:00:00Z", "bucket_end_utc": "2026-03-11T12:30:00Z", "directional_score_signed": 30, "bullish_pressure_score": 44, "bearish_pressure_score": 14, "net_sentiment_score": 30, "velocity_score": 1, "acceleration_score": -1, "contradiction_ratio": 0.21, "fresh_evidence_count": 1, "stale_evidence_count": 1, "conviction_score_0_100": 54, "fragility_score_0_100": 55, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T12:30:00Z", "bucket_end_utc": "2026-03-11T13:00:00Z", "directional_score_signed": 31, "bullish_pressure_score": 45, "bearish_pressure_score": 14, "net_sentiment_score": 31, "velocity_score": 1, "acceleration_score": 0, "contradiction_ratio": 0.21, "fresh_evidence_count": 0, "stale_evidence_count": 1, "conviction_score_0_100": 54, "fragility_score_0_100": 55, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T13:00:00Z", "bucket_end_utc": "2026-03-11T13:30:00Z", "directional_score_signed": 32, "bullish_pressure_score": 46, "bearish_pressure_score": 14, "net_sentiment_score": 32, "velocity_score": 1, "acceleration_score": 0, "contradiction_ratio": 0.2, "fresh_evidence_count": 0, "stale_evidence_count": 1, "conviction_score_0_100": 55, "fragility_score_0_100": 55, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T13:30:00Z", "bucket_end_utc": "2026-03-11T14:00:00Z", "directional_score_signed": 33, "bullish_pressure_score": 47, "bearish_pressure_score": 14, "net_sentiment_score": 33, "velocity_score": 1, "acceleration_score": 0, "contradiction_ratio": 0.2, "fresh_evidence_count": 0, "stale_evidence_count": 1, "conviction_score_0_100": 56, "fragility_score_0_100": 55, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T14:00:00Z", "bucket_end_utc": "2026-03-11T14:30:00Z", "directional_score_signed": 37, "bullish_pressure_score": 53, "bearish_pressure_score": 16, "net_sentiment_score": 37, "velocity_score": 4, "acceleration_score": 3, "contradiction_ratio": 0.2, "fresh_evidence_count": 1, "stale_evidence_count": 1, "conviction_score_0_100": 60, "fragility_score_0_100": 54, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T14:30:00Z", "bucket_end_utc": "2026-03-11T15:00:00Z", "directional_score_signed": 43, "bullish_pressure_score": 59, "bearish_pressure_score": 16, "net_sentiment_score": 43, "velocity_score": 6, "acceleration_score": 2, "contradiction_ratio": 0.19, "fresh_evidence_count": 1, "stale_evidence_count": 1, "conviction_score_0_100": 63, "fragility_score_0_100": 54, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T15:00:00Z", "bucket_end_utc": "2026-03-11T15:30:00Z", "directional_score_signed": 48, "bullish_pressure_score": 64, "bearish_pressure_score": 16, "net_sentiment_score": 48, "velocity_score": 5, "acceleration_score": -1, "contradiction_ratio": 0.19, "fresh_evidence_count": 1, "stale_evidence_count": 1, "conviction_score_0_100": 65, "fragility_score_0_100": 54, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T15:30:00Z", "bucket_end_utc": "2026-03-11T16:00:00Z", "directional_score_signed": 52, "bullish_pressure_score": 68, "bearish_pressure_score": 16, "net_sentiment_score": 52, "velocity_score": 4, "acceleration_score": -1, "contradiction_ratio": 0.19, "fresh_evidence_count": 1, "stale_evidence_count": 0, "conviction_score_0_100": 67, "fragility_score_0_100": 54, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T16:00:00Z", "bucket_end_utc": "2026-03-11T16:30:00Z", "directional_score_signed": 56, "bullish_pressure_score": 72, "bearish_pressure_score": 16, "net_sentiment_score": 56, "velocity_score": 4, "acceleration_score": 0, "contradiction_ratio": 0.2, "fresh_evidence_count": 1, "stale_evidence_count": 0, "conviction_score_0_100": 69, "fragility_score_0_100": 54, "dominant_state": "bullish" }, { "bucket_start_utc": "2026-03-11T16:30:00Z", "bucket_end_utc": "2026-03-11T17:00:00Z", "directional_score_signed": 58, "bullish_pressure_score": 74, "bearish_pressure_score": 16, "net_sentiment_score": 58, "velocity_score": 2, "acceleration_score": -2, "contradiction_ratio": 0.2, "fresh_evidence_count": 1, "stale_evidence_count": 0, "conviction_score_0_100": 70, "fragility_score_0_100": 54, "dominant_state": "bullish" } ] }, "summary": { "timeseries_peak_bullish": 58, "timeseries_peak_bearish": 0, "latest_inflection_direction": "up", "latest_inflection_strength": 18, "signal_regime": "strengthening_bullish" } }, "diagnostics": { "trends_seen": 12, "trends_admitted": 10, "cross_domain_merges": 3, "stale_suppression_count": 0, "reversal_flags_count": 1, "late_breaking_alerts_count": 0, "kill_switch_markets_count": 0, "timeseries_bucket_count": 24, "timeseries_overlay_bucket_count": 12, "target_market_custom": false, "target_market_unresolved": false, "input_gate_degraded": false, "notes": [ "Single-market scope enforced: copper.", "No explicit contradiction objects provided; reversal risk derived from mixed framing (scarcity vs visible builds / risk-off) and overextension sensitivity.", "state_change='unchanged' because no prior state memory was provided in input (unknown_prior).", "Duplicate/near-duplicate ingestion items observed (same source/story repeated); treated as one catalyst cluster for recency weighting." ] }, "completion_state": "ready_for_workflow_8B" }