Sources, rights, and provenance
Source categories
- Selected public communications and their source metadata
- Time-aligned public or appropriately licensed market observations
- Annotations with recorded methodology and version context
Rights posture
Each communication and observation source requires a recorded access basis and publication assessment before any derived product is offered.
Structure, labels, and lineage
Entity resolution and normalization
Communications, entities, topics, timestamps, and market observations are modeled separately so the original statement and subsequent labels remain distinguishable.
Lineage
The lineage model links each observation to its source communication, temporal window, market source, classifier version, and analyst-reviewed methodology.
Quality, reconciliation, and versioning
Quality and reconciliation
Quality work covers timestamp normalization, source preservation, classification consistency, and confounder documentation.
Freshness and versioning
The collection is scoped as a bounded historical dataset. No live-feed or update commitment is offered.
Delivery and access discussion
Access state
There is no public signal feed, download, API, or service-level commitment.
Delivery discussion
An authenticated API, a scheduled export, or an agreed structured format can be scoped for this dataset. Coverage, schema, authentication, cadence, versions, rights, and support are defined with the engagement.