Full reasoning traces for five LLM multi-agent coordination configurations evaluated on 100 resolved Polymarket binary prediction markets. Includes the Murphy decomposition leaderboard from the companion paper.
Datasets
Open datasets released alongside ForesightFlow research. All datasets are published under CC-BY-4.0 unless otherwise noted.
A curated validation set mapping eight publicly documented episodes of suspected informed trading on Polymarket to concrete on-chain market identifiers. Cases span 2023–2026 and cover 24 individual markets across military and geopolitical actions, corporate proprietary disclosures, and regulatory decisions.
Fill-side behavioral clusters, feature tiers, and per-market microstructure signatures from 13.36M OrderFilled events on Polymarket CTFExchange (43,116 markets, 77,203 addresses, 2026-04-21 to 2026-04-27). k-means k=5 archetypes, 6 feature tiers, Spearman bilateral analysis with BH-FDR correction. Bundle 3 of the PMXT family; companion to Paper 4 of the Event-Linked Perpetuals research programme.
Per-(engine/mechanic, leverage, class) summary statistics from two counterfactual simulation experiments on 13,000+ resolved Polymarket binary-event markets. E2 compares three margin-engine variants on survivability and drawdown; E3 compares four resolution-zone mechanics (R0–R3) on final-hour liquidation rates, bad-debt frequency, and average PnL. Bundle 2 of the PMXT family; companion to Paper 1 of the Event-Linked Perpetuals research programme.
Per-market stylized-fact measurements (SF1–SF9) for 13,314 resolved Polymarket binary-event markets over 2026-04-21 to 2026-04-27. Empirical foundation for Paper 1 of the Event-Linked Perpetuals research programme.
Deadline Information Leakage Scores (ILS^dl) for 88 Polymarket markets across military/geopolitical, regulatory, and corporate categories. Includes LLM-recovered event dates (T_event), bootstrap confidence intervals, and the full 2,375-market attrition chain. Snapshot: 2020–2026.
Per-category maximum-likelihood exponential hazard fits for the time-to-event distribution on Polymarket deadline-resolved contracts. Headline: military_geopolitics λ=0.241 events/day, 95% CI [0.143, 0.365], half-life 2.9 days (KS p=0.425, n=18, adequate). Baseline survival function for the deadline-ILS framework.
Population-scale Information Leakage Score (ILS) computations for 4,801 resolved Polymarket markets. Anchored at t_resolve − 24h proxy for 99.9% of records (4,796 markets); 5 markets carry a genuinely event-anchored timestamp. Includes multi-window ILS variants (30min, 2h, 6h, 24h, 7d), top-wallet concentration (HHI), and scope-condition flags. For event-anchored analysis on a smaller, deeper sample, use polymarket-deadline-ils-v3.
A three-class classification of 911,237 Polymarket markets by resolution mechanism (deadline_resolved, event_resolved, unclassifiable). Snapshot cutoff 2026-04-27. Released as a methodological resource for ILS-based informed-trading research.
Public-event and news-arrival timestamps for 2,052 resolved Polymarket markets, recovered across three methodological tiers: UMA Oracle proposer evidence (Tier 1, n=12, confidence 0.95), GDELT proxy (Tier 2, n=1,993, confidence 0.60), and LLM-assisted multi-source verification (Tier 3, n=47, confidence 0.80–0.90). Snapshot: 2022-12–2026-04.