Reproducibility / source capability

Method before interpretation

A public record is a real trace, but only within the observational capability of the process that produced it. The method preserves that boundary before combining channels.

Collect without interpreting

Archive source payloads with URL, retrieval time, requested window, status, file hash, and source licence.

Register observational capability

For every channel, record what physical or institutional relation it projects, its temporal grain, publication lag, revision behaviour, identity key, and known blind spots.

Freeze definitions

Specify windows, unit mappings, normalisation, thresholds, and derived fields before reading the result.

Derive within the lens boundary

Calculate cadence, volume, diversity, gaps, declarations, metered presence, and cross-lens alignment without upgrading them into internal-condition claims.

Run correction and maturity audits

Check whether another lens changes the interpretation, and whether each source is mature enough for the same as-of date.

Publish observation and non-claim together

Every public result carries its date, scope, method version, source basis, unresolved gaps, and what cannot be inferred.

Core source lenses

LensWhat it can representPrimary limitation
BOALFAccepted BM action timing, direction, level, and visible cadence.Not all physical operation or contracted services are visible in BM acceptances.
B1610Settlement-period metered volume and physical presence.Lagged and temporally coarse; not an internal response curve.
MEL / MILDeclared maximum export and import limits.A declaration is not a direct measurement of physical condition or availability cause.
PN / FPNDeclared physical intention.Requires precise identity and temporal alignment before delivery comparison.
EAC / service recordsPotential contracted-service scope outside visible BM actions.Contract award does not establish dispatch or delivery.
REMITPublic disclosure of qualifying unavailability events.No matched event does not prove full availability; cause and maintenance detail remain limited.
REPD / registriesProject identity, status, capacity, and geography context.Periodic updates, naming differences, and project-to-BMU mapping can create lag or ambiguity.

Source links, licences, and attribution are maintained on the Data Sources page.