Library / First Principles Framework (FPF) - Core Conceptual Specification
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A.6.9:11 - SoTA-Echoing

(informative; post-2015 alignment)

SoTA practicePrimary sourceWhat A.6.9 echoesWhat A.6.9 addsStance
Correspondences between viewpointsISO/IEC/IEEE 42010:2022Correspondence is not identity and retains intent and constraints.Separates the direct semantic relation from each proposed use and actual publication or view object.Adopt + specialise
Declarative validation shapesW3C SHACL (2017)Make implicit conditions testable.Uses a profile for relation truth, a claim for bounded-use suitability, and a card only for packaging.Adapt
Scored entity alignment with error analysisBootEA (Sun et al., 2018)Alignment evidence is graded and fallible.Keeps scores and counterexamples as evidence rather than relation identity or a use licence.Adapt
Textual entity matchingBERT-INT (Tang et al., 2020); Ditto (Li et al., 2021)Matchers yield conditional, error-prone correspondences.Requires exact endpoint readings, a falsifiable Bridge predicate, and a separate action-specific claim.Adopt conceptually
Heterogeneous schema matchingSMAT (Zhang et al., 2021)“Match” covers several relation types.Distinguishes relation kind, relation orientation, proposed-use direction, rule, and tolerance.Adapt
Human-in-the-loop matchingMudgal et al. (SIGMOD 2018)Scores require abstention and curated error cases.Uses the exact A.10 evidence or B.3 assurance predicates and preserves explicit negative or blocked outcomes.Adapt