BehaviorBench / docs /data_construction.md
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# Data construction and lineage
This document summarizes the released data lineage.
## Released lineage
### Belief
```text
wallet holdings / position records
-> dataset/Belief/source/data.parquet
-> fixed wallet-level, time-ordered splits
-> benchmark/Belief/{direct,profile,retrieval}
```
The source table summarizes a wallet's dominant held outcome and normalized holding imbalance per market. Split metadata records 2,000 experiment wallets, a 70/15/15 split ratio, ordering by stance block fields and market ID, rolling history, and a 30-item prompt-history cap.
### Trade
```text
trade and market records
-> trade_price_matched.parquet + market_semantic.parquet
-> behavior_fixcost.parquet
-> dataset/Trade/splits/*.parquet
-> benchmark/Trade/{direct,profile,retrieval}
```
## Dataset and benchmark layers
- `dataset/` contains structured source, split, and support data suitable for inspection or task reconstruction.
- `benchmark/` contains model-ready prompts/contexts and targets.
- Parquet and `.jsonl.gz` files in the same benchmark directory are alternative serializations where both are present.