What question did this study set out to answer?

The aim is to present the AUGMANITAI Unified Taxonomy System V2, focusing on its comprehensive term pipeline and schema.

May 9, 2026Open Access

AUGMANITAI Unified Taxonomy System (AUTS) V2 — 5K-Term Pipeline + Schema + Showcase + Audit

Key Points

The aim is to present the AUGMANITAI Unified Taxonomy System V2, focusing on its comprehensive term pipeline and schema.
Developed a pipeline consolidating 1,000 core lexicon terms and 4,000 relational terms into 5,000 total terms.
Implemented JSON-LD/SKOS schema with compliance to ISO standards.
Conducted various reports including duplicate removal and grammar fixes.
Created a structured JSON-LD/SKOS schema anchored in ISO standards.
Delivered a curated showcase of 200 terms along with multiple refined versions.
Generated comprehensive audit reports detailing methodology and term quality.

Abstract

Restricted bundle of 38 files covering die AUTSV2 (AUGMANITAI Unified Taxonomy System V2) Pipeline: konsolidiert AUG (1. 000 AUGMANITAI Core Lexikon Terme) + RPH (4. 000 Relational Phenomenology of Human-AI Interaction Terme) zu 5. 000 Termen unter JSON-LD/SKOS-Schema. Schema-Anker ISO 704: 2022 / ISO 1087: 2019 / ISO 30042: 2019. Files: AUTSV2SCHEMA (JSON-LD/SKOS-Schema mit Domain-Registry), AUTSV2PILOT, AUTSV2SHOWCASE₂00 (kuratiertes 200-Term-Showcase + FINAL + 4 POLISHED-Versionen + REFINED), AUTSV1ORIGINAL + 2 SANITIZED-Backups. Pipeline-Reports (Methodik-Audit-Trail): tier1 dedupe/grammar-fix/neutralize/polish/refine/rejects/score Reports + tier2 dataset Report + HANDOFFADVERSARIAL + sanitizeᵣeport. Pipeline-Skripte (Methodik-Code): SUPERENGINEPROMPT (Methodik-Prompt mit Hard-Rules ISO-704 + Anti-Filler + Distinct-Speech-Acts), adversarialₛcanner. py, engine. py, mergeₑnrichments. py, phaseₐₛanitize. py, phaseₐ2ₑxtractₓrefs. py, phasebₛchemaᵥ2. py, preparebatches. py, processbatch. py, qualityᵥalidator. py, runᵤplift. py, scanbatch. py, superₑngine. py, upliftₑngine. py, plus tier1 curate-scripts. Strict-Wissenschaft, reproduzierbare ISO-704-konforme Term-Korpus-Pipeline.

AUGMANITAI Unified Taxonomy System (AUTS) V2 — 5K-Term Pipeline + Schema + Showcase + Audit

Key Points

Abstract

Cite This Study