01
Identity
Establish the observable subject — entity, asset, instrument — and the identifiers that keep one observation from being mistaken for another.
Simulation · All loan data on this site is test data · Information products, not securities
ms2now.com
Knowledge architecture
A Knowledge Token is a proposed consumable representation of a qualified observation. Its usefulness depends on a transparent relationship between what was observed, the evidence supporting it, and the boundary of what can be concluded.
01
Establish the observable subject — entity, asset, instrument — and the identifiers that keep one observation from being mistaken for another.
02
Preserve the connection between a structured field and the source observation: the filing, the period, and the schedule line it came from.
03
Separate supported knowledge from uncertainty, missing information, and conclusions the evidence does not establish.
What it carries
Built from audited filings
Daily machine-readable records from BDC 10-Ks, 10-Qs, and audited notes.
The records support valuation feeds and comps, and over time a spread-by-tenor curve. The ledger stays the authority. The token does not replace it.
Controlled publication
01
Entities and assets stay linked to the source observations they came from.
02
Supported knowledge is separated from uncertainty and from information that is simply missing.
03
Artifacts are released through publication manifests, receipts, and independent verification.
04
Published artifacts stay separate from the interfaces and applications that consume them.