The Pelagios Network
@pelagios.bsky.social
810 followers 330 following 25 posts
The Pelagios Network (https://pelagios.org/) is a community of researchers, scientists and curators using Linked Data methods and tools to investigate the past.
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Given current events, this seems to be the right time for us, Pelagios, to be joining bluer skies. Who are we? We are a free and open association of equal and interdependent Partners from the digital humanities, GLAM sector, and data science field, working to make linking data online really easy.
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Also, if you are a scholar of the Ancient Near East, consider sending us your stuff! It will be published in our edited collection for Nature:

www.nature.com/collections/...
Sketching out the users and usability of the LLM infused LOD cookbook — the who, what, how? Courtesy of @miaout.bsky.social & co
Blackboard with notes about what the cookbook is for, for whom, and how
The final group working on applications — essentially, what can a cultural heritage professional do with the automated list of disambiguated named entities? But what's going on behind the curtain?
Meanwhile, work continues furiously on articulating the following two stages of the LLM-LOD pipeline: the reconciliation process itself and then the evaluation of it
A room showing people working at laptops A room showing people working at laptops
Rob Sanderson explaining to a thoughtful-looking Leif Isaksen how our LLM pipeline for preparing the automated reconciliation of named entities to authority files (like Wikidata, Pleiades, Nomisma, etc.) is going to work.
Rob Sanderson explaining to Leif Isaksen how our LLM pipeline for preparing reconciliation of named entities is going to work
Some real-time coding happening, courtesy of Rob Sanderson
Person working at a computer with a screen behind showing computer code
Day 3 of Enriching Digital Heritage with LLMs + LOD www.lorentzcenter.nl/enriching-di.... From NER to disambiguation: the data group using the latest tech to sketch out how MCPs can generate candidates for linking NER outputs to authority files
Sketch in chalk of the process for generating candidates for matching NER output to authority files
In Leiden right now we've just begun a weeklong workshop on exploring the transformative potential of combining Large Language Models (LLMs) & Linked Open Data (LOD) to enrich cultural heritage metadata in ways that foster FAIR usage www.lorentzcenter.nl/enriching-di... Watch this space for outcomes
Center for Scientific Workshops in All Disciplines - Enriching Digital Heritage with LLMs and Linked Open Data
www.lorentzcenter.nl
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The "LOD People" activity of the @pelagios.bsky.social Network (pelagios.org/activities/p...) has been collecting samples of data from digital datasets that record historical persons (whether in LOD, TEI XML, CSV, or any other open format.

(Do you have any such data we could look at?)
People
Works towards consensus and standards for common representation of historical people in structured Linked Open Data
pelagios.org
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If you haven’t checked in on #IMMARKUS lately—we’ve added even more transcription services. Run OCR or transcription using:

• Anthropic Claude
• Azure Computer Vision
• Google Gemini
• Google Vision
• LLaMA & Qwen via kluster.ai
OCR.space
• OpenAI GPT
• Volcano Engine

More coming—stay tuned!
A screenshot of the IMMARKUS transcription wizard, showing the dropdown menu of service options.
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Sketching out an idea for a future #liiive feature:

• Write about a IIIF object
• Embed annotation snippets (links or images).
• Everything stays connected—click a snippet to move the viewer. Maybe even a bit of #scrollytelling?

Curious what you think—would you use this? #DigitalHumanities #IIIF
User interface concept for an "essay" feature in #liiive. Images shows the user interface with a new overlay panel containing text about the IIIF object (the 1507 Waldseemüller map). The text includes an embedded annotation snippet image and an annotation link. The viewer (right side) shows the same annotated region as the snippet.
You can find yourself in this #DH2025 state-of-the-union. In our small way, we are prioritizing "care over speed, sufficiency over spectacle, community over competition", by sharing knowledge, giving advice & building resilience into tool development (thanks to Partners like @performant.bsky.social)
Here's a write-up of my keynote from #DH2025, since academic publishing is slow and this was written for right now. roopikarisam.com/talks-cat/dh...
Slide with title Digital Humanities for a World Unmade, blue background with stylized images of a Dutch windmill, Leaning Tower of Pisa, Hagia Sofia, Big Ben, and the Singaporean lion.
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And if you aren’t at #DH2025, ping any of us — happy to chat :)

We’ve been working on all sorts of open source tools, and I am *personally* quite excited about the mapping tools and the annotation tools because, well, #PlaceNerd and #LitNerd. I map and mark things up for fun 😅
We’re pleased to announce Performant Studio, an open source, standards-based software toolkit for #digitalhumanities projects. Ask @nicklaiacona.bsky.social about it if you see him at #dh2025! www.performantsoftware.com/studio/
Performant Studio
We partner with scholars in the humanities to build software for research and education.
www.performantsoftware.com
Also this from @museologi.st, from a few months back — upping again for those at #dh2025. Dan is a one-man punk cultural heritage operation.
UK heritage at risk heritage-at-risk.museologi.st#/5.33/-2.114... — a #Peripleo instance @museologi.st knocked up on a rainy afternoon, scraping / parsing open data from Historic England (4600 places) with 11.5k links to Wikidata, National Heritage List for England, a church near, listed buildings
Heritage at Risk - viewed using Peripleo
A viewer using Peripleo to show Historic England's Heritage at Risk data
https://heritage-at-risk.museologi.st/#/5.33/-2.1147/52.5241/mode=points—
Retweeting with Dan's bluesky handle, @museologi.st, so that he can get the kudos he deserves — and in case this work is of interest to folks at #dh2025
The amazing Dan Pett has been at it again. Using @aboutgeo.bsky.social liiive.now Dan explains how to DIY your own IIIF: add image to cms, create manifest, put manifest into Rainer's magic, download annotations, paste text into cms, manifest recreates. Try it yourself! museologi.st/blog/iiif-di...
Setting up a IIIF system
Instructions on how to set up IIIF services on AWS using Cantaloupe, Directus and S3
museologi.st
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ATRIUM is calling for Archaeologists to send them audio/video recordings wanted for testing the Speech Transcription Portal in English, Dutch, German and Italian. Help develop this new service! More information: www.ariadne-research-infrastructure.eu/2025/07/18/a...
ATRIUM - Recordings wanted for testing the Transcription Portal on picture of archaeologists on site
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#TEIFriday
A reminder that if you have #EpiDoc related announcements (projects, jobs, publications, training) that you'd like to announce via Current Epigraphy, contact the EpiDoc rep, and they can circulate it for you. currentepigraphy.org/about/
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Chatbot project starting to take shape... #DigitalHumanities #DH2025 #IIIF #LLM
Preview of the chatbot interface of the "Machina Emblematica" project. A scanned page from the "Symbola Emblematica" is shown on the left, the conversational interface (text, image thumbnails and text input field) is shown on the right.
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Image annotation with LLMs is a big trend at #DH2025. Work being done across several projects, including our humble poster tomorrow, featuring work on emblem classification and RAG with Michela Vignoli at AIT and @aboutgeo.bsky.social.
Looking forward to hearing "Exploring the “Great Unseen” in Medieval Manuscripts: Instance-Level Labeling of Legacy Image Collections with Zero-Shot Models" next from Christofer Meinecke, Estelle Guéville, and David Wrisley
#DH2025
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#DH2025, we're delighted to share a Turing's Humanities and Data Science event in Oxford and online on 25th Sept with a panel asking: 'How far can data science and the humanities help to answer each other’s questions?'

Express your interest here: digitalscholarship.web.ox.ac.uk/event/networ...
Network power: the humanities and data science in collaboration
Free event. Registration required.
digitalscholarship.web.ox.ac.uk
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The Pelagios Network’s People Activity are holding a Sample Data Gathering Sprint
29 July, 12 - 1pm, Online via Zoom (register for link)
Organisers: Gabriel Bodard (London) and Jun Ogawa (Tokyo)

https://ics.sas.ac.uk/events/linked-open-data-people-data-gathering-sprint
Pelagios is proud to count Performant & Rainer as Partners. Together, we are trying to build methods/tools for annotating & structuring data "in the round", where different Partners contribute knowledge, resource and/or funding, towards distributive resilience. Join our community of practice #dh2025
Performant Studio is a set of smaller sharper tools which you can use together or separately, and which integrate nicely with others, including Recogito Studio, the TEI and IIIF annotation platform we built in collaboration with @aboutgeo.bsky.social, University of Bonn and others. #dh2025
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Sorry to have only found your post now (still getting used to bluesky!). For an e.g. of Recogito in the wild: www.literarygeographies.net/index.php/LitGeogs/article/view/316 NB: There's now the new&shiny recogitostudio.org - fully supported & modular, to enable plugins. Do get in touch if interested
Recogito Studio
An Extensible Platform for Collaborative, Standards-Based Annotation of TEI Text, IIIF Images, and PDFs. Modern, Open Source, and Easy to Use.
recogitostudio.org
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#DH friends: I just came across the Recogito project by @pelagios.bsky.social & have been sharing it with students who are planning #mapping projects building on NER place names.

Nice annotation tool; built-in map; shareable/exportable.

Have any of you been using Recogito?

recogito.pelagios.org
Semantic Annotation without the pointy brackets
Work on texts and images. Identify and mark named entities. Use your data in other tools or connect to other data on the Web. Without the need to learn code.
recogito.pelagios.org