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Evidence-Driven Intelligence: symbolic-first, sovereign

The 11 transversal AI capabilities, arranged under the four canonical sub-domains: knowledge quality (gap detection, grounding, temporal validity), symbolic inference (cascade, OWL materialization), neural extraction (entity recognition, sovereign transcription) and assistance (context, explanations, local inference, schema-constrained LLM). Four shipped, four partial, three gap. Symbolic always wins; neural is subordinate. Each card carries its real status.

Each column is a canonical sub-domain. Click a capability to open it in the referential.

NS Evidence-Driven Intelligence Transversal Intelligence across all planes · symbolic-first · sovereign 11 capabilities Knowledge Quality NS-1 · NS-2 · NS-6 NS-1 SHIPPED Gap Detection topo gaps · 10 SPARQL queries Gaur taxonomy · custom queries SPARQL NS-2 PARTIAL Grounding Verification Grounding Index · provenance target >0.95 for clinical PROV-O NS-6 GAP Temporal Validity Freshness via PROV-O timestamps domain expiry rules PROV-O Symbolic Inference NS-5 · NS-7 NS-5 SHIPPED Symbolic Cascade 5-stage: OWL→NER→merge→SHACL symbolic always wins OWL · SHACL NS-7 SHIPPED OWL Materialization OWL 2 RL · 9 CONSTRUCT rules fixpoint · 14ms/522 triples sophia · oxigraph Neural Extraction NS-8 · NS-9 NS-8 PARTIAL Entity Recognition Zero-shot NER · candle BERT MiniLM-L6-v2 (22MB) · SKOS candle · BERT NS-9 GAP Sovereign Transcription Audio→text · candle-whisper local-first · multilingual candle · whisper Assistance NS-3 · NS-4 · NS-10 · NS-11 NS-3 PARTIAL Context Generation Agent prompts via CONSTRUCT change triples = change behavior SPARQL NS-4 PARTIAL Auditable Explanations Full PROV-O pipeline (250 LOC) activity, timestamps, agents PROV-O NS-10 GAP Local Inference Small LMs in-browser (WASM) Tier 3 · 3% compute · zero cloud candle NS-11 SHIPPED Schema-Constrained LLM Extraction JSON-Schema-constrained extract stop-reason · ADR-085 contract SHACL · candle
Real statuses, source: capability referential (2026-07-09). Open the NS rubric ›
Shipped — in production Partial — foundation in place, in progress Planned — on the roadmap Gap — identified, not built

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Evidence-driven intelligence runs symbolic-first: the cascade, OWL materialization, gap detection and schema-constrained extraction are shipped and always authoritative. Grounding, explanations, context and entity recognition are partial; temporal validity, sovereign transcription and local inference are the honest gaps. Statuses derived from the referential (capabilities.html cap-NS-1..11, 2026-07-09).