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Bridging Archaeological Samian Ware Data and the Knowledge Graph: Potentials and Challenges of Using Wikidata as a Linking Hub Cover

Bridging Archaeological Samian Ware Data and the Knowledge Graph: Potentials and Challenges of Using Wikidata as a Linking Hub

Open Access
|Jan 2026

Figures & Tables

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Figure 1

Distribution of Roman Samian Ware (terra sigillata) manufactured in production centres in the western Roman Empire, using Samian Research data. Allard W. Mees, CC BY 4.0.

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Figure 2

Differential marketing of marbled Samian during the 1st century AD. Allard W. Mees, CC BY 4.0.

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Figure 3

Directed trading focused on the civil Roman towns en route towards the Roman military camps during the 1st century AD. Export distances of Samian produced at La Graufesenque and percentages of the total export per site. On the horizontal x-axis, the distance in kilometres is displayed, and on the vertical y-axis, the export percentages are shown. Allard Mees, CC BY 4.0.

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Figure 4

Least cost routing of Samian Ware from Banassac to Carnuntum. Allard Mees, CC BY 4.0.

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Figure 5

Scheme of the Federated Knowledge Graph Ecosystem. Florian Thiery and Andreas Noback, CC BY 4.0.

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Figure 6

LOSW Linked Pipe as Data Flow Diagram. Florian Thiery, Timo Homburg, Martina Trognitz, CC BY 4.0.

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Figure 7

A: Schematic representation of AMT modelling. B: Samian vessel form type string “15/17 OR 18 OR 18/31” according to the Dragendorff form type catalogue as RDF and SPARQL. Florian Thiery, Allard W. Mees, and Dennis Gottwald, CC BY 4.0.

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Figure 8

A labelled graphic showing the organisation of information on Wikidata with the Decibalus suicide Samian vessel. Florian Thiery & Allard W. Mees, CC BY 4.0, via Wikimedia Commons.7

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Figure 9

Rubbing of a decorated Samian vessel depicting the suicide of the Dacian king Decibalus during the reign of Trajan. Allard W. Mees, CC BY 4.0, via Wikimedia Commons.8

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Figure 10

Schematic data model of the fuzzy-sl Wikibase. Florian Thiery, CC BY 4.0.

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Figure 11

Semantic overview on the LOSW Ontology. Florian Thiery, Allard W. Mees, Dennis Gottwald, CC BY 4.0.

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Figure 12

A: SPARQL query within the NFDI4Objects Knowledge Graph. B: Visualisation of Samian Research production centres and their kiln regions in QGIS. Florian Thiery, CC BY 4.0.

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Figure 13

A: 3876 LOSW Discovery Sites. B: 103 LOSW Production Centres. C: LOSW 11 Kiln regions on Wikidata queried via (A) https://w.wiki/6EBu; (B) https://w.wiki/6EBx; (C) https://w.wiki/FmeX on 2025-10-22; CC0, Wikidata Community.

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Figure 14

A: Samian Ware findspots in the fuzzy-sl Wikibase from London and Southwark. B: findspots and potter dies; Licence: map: CC BY 4.0, fuzzy-sl Wikibase; potter dies: LEIZA/Samian Research.

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Figure 15

The workflow from the Samian Research relational database and its analysis with the SPARQLing Unicorn QGIS Plugin. Florian Thiery and Allard W. Mees, CC BY 4.0.

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Figure 16

A: Distribution of Samian Ware produced at La Graufesenque by the samian potter Vitalis i (red) and amphoras of type Dressel 20 made by an amphora potter Vitalis (black) produced in the Baetica area. B: Distribution of Samian Ware produced at Les Martres-de-Veyre by the samian potter Vitalis iii (red) and amphoras of type Dressel 20 made by an amphora potter Vitalis (black) produced in the Baetica area. Allard W. Mees and Florian Thiery, CC BY 4.0.

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Figure 17

Aggregated individual sites as Limes sections and their relative Allen time intervals as RDF. Florian Thiery, CC BY 4.0.

DOI: https://doi.org/10.5334/johd.427 | Journal eISSN: 2059-481X
Language: English
Submitted on: Oct 25, 2025
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Accepted on: Dec 18, 2025
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Published on: Jan 27, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Allard W. Mees, Florian Thiery, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.