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Developed index — Engineering

Part hub for WWW-scale semantic and governance platforms, with IEML (computable meaning) as the semantic substrate. Leaf chapters keep implementable detail; this page holds the architecture thesis + primary literature.

At a glance

  • Two layers: meaning (IEML / semantic web) and control (agents, storage contracts, zero-trust humans).
  • Engineering success criterion: auditable promote/export under policy gates.
  • Immutable and image-based operating systems treat the host as a pinable image: atomic updates, rollback, and claims that can be checked — structural, reproducible, attested, or merely observed. Leaf: Immutable and image-based operating systems.

1. Architecture thesis

Engineering architecture thesisNatural language & culture → IEML / USL / paradigms; IEML / USL / paradigms → Ontologies RDF/OWL/JSON-LD; Ontologies RDF/OWL/JSON-LD → Human API, Storage contexts / ChatOps contracts; Human API, Storage contexts / ChatOps contracts → Agent control plane; Agent control plane → Incident / collaboration surfaces.Natural language & cultureIEML / USL / paradigms← computable semantics (Lévy)Ontologies RDF/OWL/JSON-LD← policy gatesHuman API(HDT / Ω)Storage contexts / ChatOps contracts(Avro · Arrow · TritRPC · benchmarks)Agent control planevalidate → run → evidence → replayIncident / collaboration surfaces
Engineering architecture thesisNatural language & culture → IEML / USL / paradigms; IEML / USL / paradigms → Ontologies RDF/OWL/JSON-LD; Ontologies RDF/OWL/JSON-LD → Human API, Storage contexts / ChatOps contracts; Human API, Storage contexts / ChatOps contracts → Agent control plane; Agent control plane → Incident / collaboration surfaces.Natural language & cultureIEML / USL / paradigms← computable semantics (Lévy)Ontologies RDF/OWL/JSON-LD← policy gatesHuman API(HDT / Ω)Storage contexts /ChatOps contracts(Avro · Arrow · TritRPC ·benchmarks)Agent control planevalidate → run → evidence → replayIncident / collaboration surfaces
Figure 1. Architecture thesis: meaning (IEML, ontologies) above a control layer of human and storage contracts, an agent control plane and incident surfaces.

Design laws

  1. Provenance first — every promotion leaves evidence.
  2. Vendor-neutral defaults — measure before adopting specialty stores.
  3. Dual-track semantics — human-readable metalanguage + machine SHACL/RDF.
  4. Zero-trust human surface — consent and minimization on HDT exports.

2. Leaf map

Chapter / nodeRolePrimary sources
WWW PlatformIntegrated engineering essayThis index + org READMEs
IEMLMetalanguage coreLévy (2023) SAGE; intlekt.io; Wikipedia IEML
IEML × RDF × Situation MonitorIEML nine-role phrase + RDF 1.2 (triple terms, reifiers, @ar--rtl) + SM argument map, briefs, concepts, grammar in one graph; SHACL / OWL 2 RL checks; Oxigraph → Neo4j labW3C RDF 1.2 Concepts (CR 2026), Turtle, SHACL, OWL 2 Profiles, SKOS, PROV-O, OntoLex; research/rdf/ run 2026-10-07
Knowledge OSLTRing · TEvEP · RUT · argument map product stackSoletrando doctrine; Global-V4 UI; IEMLdev parser
Agent memory & world-model reposGraphiti · MiroFish · screenpipe · Cua · Strix read against IEML: bi-temporal edges, episodes, entity resolution, swarm simulation, computer-use agentsRepos pinned at commit (2026-10-06); Zep arXiv:2501.13956
standards-storageChatOps / incident contractsrepo README: Avro/Arrow/JSON-LD, TritRPC, 30 workloads
ontogenesisOntology lifecycle + SHACL/SVFrepo README + RDF/OWL specs
human-digital-twinZero-trust human API / Ω latticerepo README; OPA/Rego policy model
TriTRPCDeterministic ternary RPCrepo theory + fixtures
agentplaneBundle execution control planevalidate → place → run → evidence
Immutable and image-based operating systemsImage identity, atomic updates, verification modesOSTree, bootc, NixOS, Silverblue as illustrations

3. Developed content — IEML

Definition (IEML). Information Economy MetaLanguage: constructed language aiming at natural-language-scale expressivity with algebraically computable semantic operations (Pierre Lévy; INTLEKT).

Structural facts used in this bible

  • Emptiness → differentiation (dyad/triad semiotic progression).
  • Nine-role recursive phrases with semantic accent.
  • Dictionary = paradigms of opposition (morpheme positions encode meaning).
  • USL — Uniform Semantic Locator for expressions.

Full paper / primary literature

Citation
Lévy, P. (2023). Semantic computing with IEML. Collective Intelligence / SAGE. DOI trail: https://journals.sagepub.com/doi/10.1177/26339137231207634
Access
Peer-reviewed overview

Lévy research notes

Access
https://pierrelevyblog.com/my-research-in-a-nutshell/

INTLEKT product/docs

Access
https://intlekt.io/ · https://intlekt.io/ieml/

Wikipedia

Access
https://en.wikipedia.org/wiki/IEML

Open language DB examples

Access
https://github.com/Keyne/ieml-language · ieml-dictionary · libieml

Related classical background

  • Saussure — signifier/signified (semiotics).
  • Peirce — triadic sign.
  • Shannon (1948) — quantitative information (complement, not substitute).

4. Immutable and image-based operating systems

Definition. An immutable, image-based operating system treats the running host as a versioned artifact: a tree, image or generation that can be named, replaced as a unit, and rolled back. Public systems such as OSTree, bootc, Fedora Silverblue and NixOS are illustrations of the family, not a product list.

Four verification modes are a useful vocabulary for claims about a running system. Everything else is inventory of a particular stack.

ModeAuditor test
StructuralKernel still says no after reboot, update, and a privileged process inside its box
ReproducibleSecond builder, pinned inputs, byte diff
AttestedTPM quote bound to a published image digest on one hardware profile
ObservedModel internals, traces, seeds — never treated as quotes

What holds. Content-borne code execution is a sandbox problem; content-borne semantic steering is a model problem. Deny-by-default mounts and noexec,nosuid,nodev on data are concrete enough to test. Narrow grants do not close a prompt that travels inside an allowed document; they bound blast radius. Model instruments are observed, not attested.

A conservative pedagogical slice is one pinned image digest, structural mounts, one isolation tier, receipts a validator can reject, and a TPM2 machine if attestation is claimed. Stronger firmware floors, cluster schedulers and microVMs are separate claims, each with its own mode of evidence.

Leaf chapter: Immutable and image-based operating systems.


5. Semantic Web standards (background papers / specs)

SpecRole
Berners-Lee et al. — WWW architectureHypertext + URIs
RDF 1.1 (W3C)Graph data model
OWL 2 (W3C)Ontological constraints
JSON-LD 1.1 (W3C)RDF in JSON
SHACL (W3C)Validation shapes
SPARQL 1.1Query language
RDF 1.2 / SPARQL 1.2 / SHACL 1.2 (W3C drafts, 2026)Triple terms, reifiers, base direction — see IEML × RDF × SM

6. See also

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