Use Cases & Implementations

Interactive blueprint map showing which TAB-SEB steps were applied in each case study, which actors were responsible, and how each phase was concretely addressed.

§1 — Blueprint Application Map

Select a case study to see which steps were implemented (coloured) and which were not applied (dimmed). Click any step to read implementation details. Toggle actor roles to highlight responsibilities.

Steps: 16 / 16 implemented
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§2 — Research Outputs by Case Study

All tangible outputs produced through each implementation, organised by case study. Corresponds to the thematic sections in External Resources, here re-anchored to their producing context.

Aldrovandi

Ulisse Aldrovandi Digital Twin

CHANGES Data Collection Templates and Samples

Type
Tabular templates and sample datasets (CSV, ODS)
Authors
Arianna Moretti; Sebastian Barzaghi
Scope
Object metadata and digitisation-process paradata
Covers steps
1.1, 1.2, 1.5

Standardised spreadsheets for collecting exhibition-object metadata and phase-oriented digitisation paradata. The deposit combines operational templates and instructional samples so the tabular layer can be reused before RDF generation.

Aldrovandi Digital Twin CSV Datasets

Title
CSV Datasets on Exhibited Objects and Digitisation Process from "The Other Renaissance" Exhibition Digital Twin
Type
Versioned tabular dataset release
Covers steps
1.5, 2.1

Two CSV datasets functioning as the tabular input layer for CHAD-KG. They capture both object-centred description and process-centred provenance in a form designed for direct Morph-KGChad processing.

Morph-KGChad

Type
Open-source CSV-to-RDF materialisation pipeline
Authors
Arianna Moretti; Sebastian Barzaghi
Target model
CHAD-AP
Covers steps
1.6, 2.1, 2.2, 2.3

Extension of Morph-KGC for reproducible RDF materialisation of CHANGES-aligned tabular datasets. Packages YARRRML mappings, INI configuration, UDFs, orchestrator, monitoring, and quality checks.

Morph-KGChad: INI Configuration and YARRRML Mapping Files

Type
Executable configuration release
Author
Arianna Moretti
Contents
1 INI file and 2 YARRRML mapping files
Covers steps
1.6, 2.1

Versioned deposit of the configuration layer used to operationalise Morph-KGChad. Preserves the exact mapping and runtime artefacts required to reproduce the materialisation workflow transparently.

CHAD-ASK: Facilitating Domain Knowledge Formalisation in View of LOD Conversion

Type
Survey-to-mapping generation approach and software
Authors
Arianna Moretti; Sebastian Barzaghi
Outputs
YARRRML mapping rules and Morph-KGC INI configuration
Covers steps
1.4, 1.6, 2.1

Semi-automatic method converting structured questionnaire answers into executable materialisation artefacts. Reframes mapping authoring as guided conceptual elicitation so non-RML users can contribute directly to the conversion setup.

CHAD-KG: TTL Serialised RDF Dataset of Exhibited Objects and Digitisation Process

Authors
Sebastian Barzaghi; Arianna Moretti
Type
RDF knowledge graph dump (Turtle)
Access model
Zenodo release, SPARQL endpoint, static HTML layer
Covers steps
3.1, 3.2, 3.3, 3.4

RDF dump generated through Morph-KGChad and expressed in CHAD-AP. Integrates object description and digitisation-process paradata into a FAIR-oriented, versioned semantic publication.

Aldrovandi Digital Twin FAIRness Assessment Matrix

Type
Assessment matrix (Table 2 in the Data Intelligence article)
Authors
Barzaghi et al.
Function
Reusable 3-level evaluation pattern for heritage collections
Covers steps
4.1, 4.2, 4.3

Compact evidence table adapting an existing heritage-oriented FAIR rubric. Included as a reusable quality-control pattern for auditable, cross-case comparison of implementation choices.

Capellini

Giovanni Capellini Palaeontological Records

CHANGES Data Collection Templates (Capellini pilot)

Type
Tabular template reuse (subset of CHANGES templates)
Authors
Arianna Moretti; Sebastian Barzaghi
Covers steps
1.1, 1.2

Partial reuse of the CHANGES data collection templates for the Capellini palaeontological pilot. Only data identification and harmonisation steps were formally applied before research-requirement formalisation.

Morph-KGChad (Capellini pilot run)

Type
CSV-to-RDF conversion (pilot)
Covers steps
2.1, 2.3

Morph-KGChad applied to the Capellini records in a focused pilot. RDF generation and qualitative testing were conducted; formal validation and Phase 3 dissemination steps were deferred.

DDC

Digital Damaged Ceramics

Digital Damaged Ceramics CHANGES Data Collection Extended Templates

Type
Extended templates and schema-mapping resources (CSV, JSON)
Authors
Arianna Moretti; Madeleine Daste
Scope
Object metadata, process paradata, header-level harmonisation
Covers steps
1.1, 1.2, 1.3, 1.5

Project-specific templates translated into an English field vocabulary and paired with JSON mappings from original CHANGES headers. Functions as a lightweight schema-translation layer for consistent ingestion and downstream conversion.

Morph-KGChad Digital Damaged Ceramics Extension

Author
Arianna Moretti
Type
Forked conversion stack for a project-specific extension
Adaptations
English headers, structural drift tolerance, extended controlled terms, material modelling
Covers steps
1.6, 2.1, 2.2

Forked version of the CHANGES conversion pipeline adapted to the DDC data model. Supports translated templates, broader controlled-term coverage, and a pragmatic material-description extension in RDF via crm:P45_consists_of.

Digital Damaged Ceramics — RDF and CSV Dataset

Authors
Madeleine Daste; Arianna Moretti
Type
Curated research dataset (CSV and Turtle)
Covers steps
3.1, 3.2, 3.3

Versioned release in both tabular and RDF serialisations. Serves simultaneously as a reusable dissemination output and as a reference instance aligned with the project's extended CHANGES-derived templates.

Digital Damaged Ceramics Website Toolchain and Reproducibility Package

Authors
Arianna Moretti; Madeleine Daste
Type
Website codebase and reproducibility package
Covers steps
3.3, 4.1, 4.3

Package containing the website codebase, data-analysis assets, and semi-automated site-generation materials used for project dissemination. Doubles as a reusable template for similar catalogue-based museum projects.

BnF

BnF Early Modern Bibliographic Dataset

Early Modern BnF Data Collector and Harmoniser

Full title
Early Modern BnF Data Collector and Harmoniser (Actors and Editions Processing, Analysis, and RDF Graph Generation)
Authors
Arianna Moretti; Iiro Tiihonen; Jonas Fischer
Type
Acquisition, harmonisation, analysis, and RDF-generation scripts
Source
Bibliothèque nationale de France SPARQL retrieval workflow
Covers steps
1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 2.1, 2.2, 3.2, 3.3

Repository for producing a BnF-derived Early Modern bibliographic dataset and actor layer with explicit harmonisation diagnostics. Combines staged SPARQL retrieval, unification, duplicate analysis, and final RDF graph generation into a single reproducible package.

OCI

OpenCitations Index

OpenCitations Data Sources Converter

Authors
Arianna Moretti; Arcangelo Massari; Elia Rizzetto; Marta Soricetti
Type
Python software and package
Purpose
Crosswalk and preprocessing of heterogeneous scholarly sources into OCDM-aligned tabular outputs
Supported sources
Crossref, DataCite, PubMed, OpenAIRE, JaLC, mEDRA
Covers steps
1.1, 1.2, 1.3, 1.6, 2.1

Reusable ingestion software that converts multiple bibliographic and citation sources into structured CSV inputs for OpenCitations META and INDEX. Its modular design isolates source-specific logic while reusing shared validation, storage, and normalisation components.

OpenCitations Index (INDEX) — Citation Dataset + Provenance Dataset

Maintainer
OpenCitations
Type
Large-scale open citation and provenance dataset
Licence
CC0
Distributions
CSV, N-Triples, Scholix, website services
Covers steps
1.5, 3.1, 3.2, 3.3, 3.4, 4.2

Open citation database distributing citation links and associated provenance as public dumps and query services. The chapter records both the article-based snapshot and the later updates documented on the official download pages.