| # Benchmark interfaces |
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| The three interfaces represent the same broad behavioral tasks with different user-context representations. |
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| ## Direct |
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| Direct provides behavioral history in `input_text`. |
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| - Belief: prior market questions, choices, and position-derived confidence, followed by a target market. |
| - Trade: prior current-market and other-market trades plus the target decision context. |
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| Belief Direct has train, validation, and test files. Trade Direct also has all three splits. |
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| ## Profile |
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| Profile replaces or summarizes substantial behavior history with a generated wallet profile. |
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| Belief profile rows add: |
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| ```text |
| profile_generator_model, generated_profile |
| ``` |
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| Trade profile rows add: |
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| ```text |
| profile_generator_model, wallet_profile |
| ``` |
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| The profile files identify the generator model at row level and store the generated representation alongside each model-ready instance. |
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| Belief Profile has train, validation, and test files. Trade Profile releases validation and test benchmark files plus `profiles_test.jsonl`. |
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| ## Retrieval |
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| Retrieval augments the prediction context with records from support wallets excluded from the fixed experiment-wallet set. |
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| Belief retrieval rows add: |
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| ```text |
| retrieval_method, retrieved_support |
| ``` |
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| The accompanying metadata specifies exact event-slug matching, strict historical filtering, same-wallet exclusion, and top-5 latest matches. |
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| Trade retrieval rows add: |
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| ```text |
| retrieval_method, retrieved_market_traces |
| ``` |
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| Trade Retrieval releases validation and test files. Individual rows expose the retrieval method and retrieved traces. |
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| ## Cross-interface alignment |
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| Use `sample_id` to compare interfaces. For Belief, released Direct, Profile, and Retrieval split counts match. |
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