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Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 08:25:59 UTC · snapshot created 2026-10-03 10:17:34 UTC · last check 2026-10-03 10:30:16 UTC

E.24.CD:11 - SoTA-Echoing

Source familyCurrent lesson for E.24.CDFPF decision
Shimizu and Hitzler 2024, and Eells, Dave, Hitzler, and Shimizu 2024.Current modular-ontology and micropattern work favors ontology units that are understandable, extensible, aligned, reusable, and small enough to assemble.Inspect repeated subject identity and direct-relation rules across named dependent uses; do not treat word frequency, common nouns, or record fields as admission evidence.
Norouzi, Hertling, Waitelonis, and Sack 2025.Current process-ontology ODP extraction work shows that process-like and workflow-like forms can expose implicit design patterns that domain experts need to examine.Recover the objects and predicates hidden by process, record, card, and field-list forms and check them against their subject patterns; do not reopen transformation-flow decisions or import imperative motion metaphors.
Nayyeri et al. 2025, and Oyewale and Soru 2026.Current data-model-to-ontology and enterprise-KG work shows that schemas, documentation, relations, provenance, and validation can reveal ontology candidates while also encouraging schema-shaped overreads.Treat project databases, tables, schemas, and enterprise data models as source material and detection cues for selecting the applicable subject pattern, not as ontology decisions; require bounded scope, agreement with each current subject pattern, and expert validation.
CYC microtheory line.Lineage-only caution: context-bounded knowledge modules are a useful analogy for contradiction locality and scope-bounded ontology fragments.Do not cite CYC as current decisive support for FPF ontic design and do not import CYC architecture as FPF law.
OWL, SKOS, RDF, and triple-store practice.Infrastructure and expression lineage: these lines carry ontology descriptions, vocabulary links, queries, and serialization forms.Use them as expression and publication caution only; they do not substitute for U.Ontic, do not show that labels are ontology, and do not answer FPF ontic modularization by themselves.

Smallest source-currentness reopen trigger: reopen this SoTA slice when a newer ontology-engineering or data-model-to-ontology source changes the selected criteria for reusable subject identity, minimal relation sets, bounded scope, validation, or source-form overread; do not reopen it merely because a new vocabulary, serialization, or KG tool appears.