Methodology

What the data means. And where its meaning ends.

The experiment separates the modelled economic narrative from physical time and the state of the public blockchain.

An architectural study · Illustrative geometry

Primary issuance

Three non-upgradeable test tokens create synthetic units according to three predefined, versioned profiles. A dedicated issuer signs the issuance. The zero token address represents minting, not an anonymous participant.

Secondary transfer

A registered synthetic holder signs a transfer to another registered holder and pays testnet gas. The event includes a model price. There is no cash leg, DvP, order book or real trade.

Two timelines

simulated_at describes time within the scenario. block_timestamp is the time of recording on the public network. Ninety compressed model days are never presented as ninety days of live operation.

Finality and completeness

A public snapshot accepts only canonical blocks up to a documented finalized boundary. A network reorganization, missing log or discrepancy between the plan and the actual transaction stops publication and requires reconciliation.

Reproducibility

The same generator version, public seed, actor map and deployment configuration produce the same intent plan. Transaction hashes, block times and fees are not deterministic across independent runs. Private keys are never derived from the public seed.

Research limitations

The dataset does not demonstrate fund value, liquidity, investor suitability or compliance of a production financial product. It is used to verify data and process methods.