SIE.10:11 - SoTA-Echoing
The best-known line combines constraint validation, ontology-alignment evaluation, provenance, data-quality models, quality management, and user/task validation. The serious defaults are conformance-only testing and aggregate quality scoring. Their defect is not automation or measurement; it is using one layer as a proxy for the whole use. SIE.10 mutates the line into a dependency-aware account with categorical bounded dispositions and representative Work replay.
| Source line | Adopt, adapt, or reject | Role and limit |
|---|---|---|
| SHACL | adapt | Supplies declared RDF graph constraint validation; passing shapes do not establish all semantics, identity, truth, or use fitness. |
| DQV and ISO/IEC 25012:2008 | adapt | Supply quality vocabulary and a data-quality model; select dimensions and measurements by receiving action. |
| ISO 8000-61:2016 | adapt | Contributes data-quality management process questions; process conformance does not prove a particular answer fit. |
| OAEI 2025 results | adapt | Provide alignment-evaluation tasks and evidence; benchmark results do not validate a local correspondence set universally. |
| one conformance gate or aggregate score | reject as sufficient | Unlike layers and hard stops must remain separately visible before a whole-use conclusion. |
Reopen when a relied-on source, model, identifier, correspondence, composition, mapping, realization, interface, quality threshold, or receiving workflow changes; when new evidence defeats a layer; or when a representative case exposes an untested load-bearing obligation.