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| "@type": "cr:Field", |
| "@id": "https://huggingface.co/datasets/Salesforce/BehaviorBench#records/dataset/Trade/support_set/support_wallet_trades/k4_points", |
| "name": "k4_points", |
| "dataType": "sc:Integer", |
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| "column": "k4_points" |
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| "@type": "cr:Field", |
| "@id": "https://huggingface.co/datasets/Salesforce/BehaviorBench#records/dataset/Trade/support_set/support_wallet_trades/k5_close", |
| "name": "k5_close", |
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| "column": "k5_close" |
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| "dataType": "sc:Integer", |
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| "column": "k5_avg" |
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| ], |
| "rai:dataLimitations": "Observable wallet behavior is an imperfect proxy for internal belief or preference. The sample represents active Polymarket wallets rather than the general population. Belief confidence is concentrated at 0 and 1; ties do not uniquely identify direction. Trade values use estimated mark-price conversion. Generalization beyond this platform and block range is not established.", |
| "rai:dataBiases": "Activity filtering favors active wallets; automated strategies, market makers, hedgers, and arbitrageurs may be overrepresented. Market topics and participation are time-dependent. Generated profiles inherit biases from their generator models.", |
| "rai:personalSensitiveInformation": "The data contain public pseudonymous blockchain wallet addresses and behavioral traces that may support sensitive inferences about financial interests, risk preferences, politics, or sports. No verified real-world identities or demographic attributes are included. Deanonymization and consequential use are not intended.", |
| "rai:dataUseCases": "Intended for research evaluation of personalized behavioral prediction, sequence modeling, profile representations, and retrieval augmentation. Not intended for identity attribution, financial advice, surveillance, credit/employment decisions, law enforcement, or targeting individuals.", |
| "rai:dataSocialImpact": "Potential benefits include reproducible evaluation of personalized systems. Risks include surveillance, profiling, deanonymization, manipulation, and overclaiming psychological inference from financial behavior. Mitigations are documented in docs/RESPONSIBLE_AI.md.", |
| "rai:hasSyntheticData": true, |
| "rai:dataCollection": "Derived from public Polymarket and Polygon on-chain records covering released block heights approximately 30,000,825 through 80,000,000. The release contains processed source tables rather than a complete raw chain archive.", |
| "rai:dataReleaseMaintenance": "Version material corrections in CHANGELOG.md; regenerate checksums and Croissant metadata for each release.", |
| "rai:machineAnnotationTools": "Belief and Trade labels are deterministic transformations of holdings and transactions. Profile interface fields are language-model-generated summaries and retain generator-model metadata where available.", |
| "prov:wasDerivedFrom": [ |
| { |
| "@type": "sc:Dataset", |
| "name": "Public Polymarket and Polygon records", |
| "url": "https://polymarket.com/" |
| } |
| ], |
| "prov:wasGeneratedBy": [ |
| { |
| "@type": "sc:CreateAction", |
| "name": "Belief construction", |
| "description": "Aggregate wallet-market holdings into stance and normalized position imbalance, then create fixed per-wallet temporal splits." |
| }, |
| { |
| "@type": "sc:CreateAction", |
| "name": "Trade construction", |
| "description": "Order transactions by block/log index, reconstruct position changes, derive increase/decrease/close labels and estimated USDC amount, then create fixed per-wallet temporal splits." |
| }, |
| { |
| "@type": "sc:CreateAction", |
| "name": "Benchmark interfaces", |
| "description": "Render Direct prompts, model-generated Profile representations, and Retrieval contexts from support wallets excluded from the experiment set." |
| } |
| ] |
| } |
|
|
