NRW.social

Simon Worthington🧵 8/8 - At TIB <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> is based in the Open Science Lab <a href="https://openbiblio.social/@tibosl" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@tibosl</a> and makes use of expertise from the NFDI4Culture <a href="https://nfdi.social/@nfdi4culture" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@nfdi4culture</a> which are clustered around <a href="https://openbiblio.social/tags/LOD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LOD</a> and <a href="https://wikis.world/@Wikibase" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@Wikibase</a> (cultural heritage consortium of the larger German National Research Data Infrastructure Consortium) projects: <a href="https://openbiblio.social/tags/Wikibase4Research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Wikibase4Research</a>, Computational Publishing Service <a href="https://openbiblio.social/tags/CPS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CPS</a> and <a href="https://openbiblio.social/tags/Antelope" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Antelope</a> (terminology service). The following services can be found no the NFDI4Culture website - <a href="https://nfdi4culture.de/services.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://nfdi4culture.de/services.html</a>

Simon Worthington🧵 7/8 - <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> TIB <a href="https://openbiblio.social/tags/knowledgegraph" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#knowledgegraph</a> expertise further supports the work - ClimateKG partners with and is supported in knowledge graph expertise by Lab Knowledge Infrastructures led by Dr Markus Stocker. <a href="https://www.tib.eu/en/research-development/research-groups-and-labs/knowledge-infrastructures" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.tib.eu/en/research-development/research-groups-and-labs/knowledge-infrastructures</a> | One project of the lab is looking at how fully computational papers can be created, athored as <a href="https://openbiblio.social/tags/reborn" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#reborn</a> papers with specific IPCC examples 'The global impacts of COVID-19 lockdowns on urban air pollution: A critical review and recommendations' <a href="https://doi.org/10.48366/dvy9yr04" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.48366/dvy9yr04</a>

Simon Worthington🧵 6/8 - <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> is based at TIB and makes use of the knowledge graph work going on in T&D. TIB is one of the largest science libraries in the world and is a global hub for knowledge graph R&D — service development, and infrastructure provision — especially the Open Research Knowledge Graph (ORKG). <a href="https://orkg.org/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://orkg.org/</a> - as an examples ORKG Curation grants <a href="https://orkg.org/page/curation-grants-2024-call-for-applications" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://orkg.org/page/curation-grants-2024-call-for-applications</a> | AI assisted search <a href="https://ask.orkg.org/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://ask.orkg.org/</a> <a href="https://openbiblio.social/tags/climatechange" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#climatechange</a> <a href="https://openbiblio.social/tags/knowledge" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#knowledge</a> <a href="https://openbiblio.social/tags/graphs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#graphs</a> <a href="https://ask.orkg.org/s/j5hiede20dy1jni" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://ask.orkg.org/s/j5hiede20dy1jni</a>

Simon Worthington🧵 3/8 - ClimateKG comes directly out of the five year old <a href="https://openbiblio.social/tags/semanticClimate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#semanticClimate</a> open research group founded by Dr. Gitanjali Yadav of the National Institute of Plant Genome Research <a href="https://openbiblio.social/tags/NIPGR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NIPGR</a> Delhi, Dr Peter Murray-Rust of Cambridge University, and Simon Worthington (TIB) which works on software tool development for semantic enrichment. <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a>. Photo: National Conclave on AI and Ethics - <a href="https://semanticclimate.github.io/p/en/past-events/AI_Ethics/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://semanticclimate.github.io/p/en/past-events/AI_Ethics/</a>

Simon Worthington🧵 2/8 - Climate Knowledge Graph is a development project for a service to structuring large climate change corpora to be machine readable, for re-publishing, and AI LLM search — all using open science methods. <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> - see an outline here <a href="https://github.com/TIBHannover/climate-knowledge-graph" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/TIBHannover/climate-knowledge-graph</a>

Simon Worthingtonjob offer at <a href="https://openbiblio.social/@tibhannover" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@tibhannover</a> working on building a knowedge graph for UN IPCC Reports - Software Developer (m/f/d) <a href="https://www.tib.eu/en/tib/careers-and-apprenticeships/vacancies/details/stellenausschreibung-nr-20-2025" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.tib.eu/en/tib/careers-and-apprenticeships/vacancies/details/stellenausschreibung-nr-20-2025</a> deadline April 20 <a href="https://openbiblio.social/tags/FediHire" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#FediHire</a> <a href="https://openbiblio.social/tags/fedijobs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#fedijobs</a> <a href="https://openbiblio.social/tags/getfedihired" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#getfedihired</a> - Some context and background on the project <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> <a href="https://openbiblio.social/tags/semanticClimate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#semanticClimate</a> <a href="https://openbiblio.social/tags/knowledgegraph" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#knowledgegraph</a> 🧵 1/8

Simon Worthington🧵 9/9 How did we get here. <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> comes out of the five year old <a href="https://openbiblio.social/tags/semanticClimate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#semanticClimate</a> (<a href="https://openbiblio.social/tags/sC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#sC</a>) open research group founded by Dr. Gitanjali Yadav of the National Institute of Plant Genome Research (NIPGR), Delhi, Dr Peter Murray-Rust of Cambridge University, and Simon Worthington. We works on software tool development for semantic enrichment. <a href="https://openbiblio.social/tags/semanticClimate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#semanticClimate</a> is active on a daily basis as a community and NIPGR supports an internship programme, hackathons, & outreach. Web: <a href="https://semanticclimate.github.io/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://semanticclimate.github.io/</a>

Simon Worthington🧵 8/9 The 'Goal': Dissemination of IPCC Reports and <a href="https://openbiblio.social/tags/climatechange" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#climatechange</a> lit using <a href="https://openbiblio.social/tags/semantification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#semantification</a> as a basis. <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> is aimed at being a service for indexing and publishing. Status: Prototype (PoC) #1: 'IPCC Reports and City Climate Change Plans: Proof of concept prototype - Open Climate Reader' <a href="https://semanticclimate.github.io/city-open-climate-reader/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://semanticclimate.github.io/city-open-climate-reader/</a> - Currently interfaces are for search and <a href="https://openbiblio.social/tags/RAG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RAG</a> <a href="https://openbiblio.social/tags/LLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LLM</a> - all built on <a href="https://openbiblio.social/tags/openscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#openscience</a> based <a href="https://openbiblio.social/tags/digitalsoveriegn" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#digitalsoveriegn</a> tech. The goal sits off in future, over the horizon - but its we're going

Simon Worthington🧵 7/9 <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> foundational software: Dictionaries, machine learning, etc. This all comes from team <a href="https://openbiblio.social/tags/semanticClimate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#semanticClimate</a>. Status: Production. Here is a live demo that explains the tool chain of <a href="https://colab.research.google.com/github/semanticClimate/sC-tools-demo/blob/main/TTWW_demo_sC_tools.ipynb" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://colab.research.google.com/github/semanticClimate/sC-tools-demo/blob/main/TTWW_demo_sC_tools.ipynb</a> for machine learning and <a href="https://openbiblio.social/tags/TBL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TBL</a> 5*-ification of data - shout out to the developers DEVELOPERS: 1. pygetpapers - Ayush Garg 2. amilib - Peter Murray-Rust 2. docanalysis - Shweata N Hegde 2. Jupyter notebooks - Parijat Bhadra, Renu Kumari

Simon Worthington🧵 5/9 Data relationship model: Status Pre-alpha - This will be the core of 2025 work. The content has been preped, the <a href="https://openbiblio.social/tags/Wikibase" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Wikibase</a> infra is ready. Plans are to <a href="https://openbiblio.social/tags/KISS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#KISS</a> and build up a simple framework for the <a href="https://openbiblio.social/tags/climate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#climate</a> community to connect to. Experiments have been made on <a href="https://openbiblio.social/tags/Wikibasecloud" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Wikibasecloud</a> <a href="https://kg-ipclimatec-reports.wikibase.cloud/wiki/Main_Page" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://kg-ipclimatec-reports.wikibase.cloud/wiki/Main_Page</a> - thanks to Egon Willighagen, Lars Willighagen 🚀 <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> <a href="https://openbiblio.social/tags/semanticClimate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#semanticClimate</a>

Simon Worthington🧵 4/9 IPCC Glossary semantification and enhancement. The 800+ terms from AR5 and AR6 have had several experimental rounds carried out: Screenscraped to GitHub, loaded into a Wikibase install, demonstrated as a index to tag documents, rendered out to Paged Media CSS with Wikipedia enhancements, and translation to Hindi. <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> <a href="https://openbiblio.social/tags/semanticClimate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#semanticClimate</a> - In <a href="https://openbiblio.social/tags/wikibase" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#wikibase</a> <a href="https://climatekg.semanticclimate.net/index.php?title=IPCC_Begriffe" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://climatekg.semanticclimate.net/index.php?title=IPCC_Begriffe</a> as Paged Media CSS using <a href="https://openbiblio.social/tags/vivliostyle" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#vivliostyle</a> <a href="https://vivliostyle.vercel.app/#src=https://raw.githubusercontent.com/semanticClimate/glossary-demo/main/ipccglossary.jsonld" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://vivliostyle.vercel.app/#src=https://raw.githubusercontent.com/semanticClimate/glossary-demo/main/ipccglossary.jsonld</a>

Simon Worthington🧵 3/9 Next is a Report top level data structure: Table of Contents (Visualisation) of AR6 70 chapters. Status <a href="https://openbiblio.social/tags/Alpha" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Alpha</a> - the chapters of Sixth Assessment Report — IPCC. Using <a href="https://openbiblio.social/tags/graphvis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#graphvis</a> in Python the chapters and their connections are automatically mapped <a href="https://openbiblio.social/tags/semanticClimate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#semanticClimate</a> <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> <a href="https://github.com/semanticClimate/internship_sC/tree/MEBIN/TOC" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/semanticClimate/internship_sC/tree/MEBIN/TOC</a> The TOC structure is designed to provide a clear and hierarchical representation of report sections, including chapters, glossaries, supplemental materials, and cross-chapter references.

Simon WorthingtonSoftware Developer (m/f/d) job offer at <a href="https://openbiblio.social/@tibhannover" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@tibhannover</a> working on building a knowedge graph for UN IPCC Reports <a href="https://www.tib.eu/en/tib/careers-and-apprenticeships/vacancies/details/stellenausschreibung-nr-20-2025" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.tib.eu/en/tib/careers-and-apprenticeships/vacancies/details/stellenausschreibung-nr-20-2025</a> deadline April 20 <a href="https://openbiblio.social/tags/FediHire" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#FediHire</a> <a href="https://openbiblio.social/tags/fedijobs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#fedijobs</a> <a href="https://openbiblio.social/tags/getfedihired" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#getfedihired</a> <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> <a href="https://openbiblio.social/tags/semanticClimate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#semanticClimate</a> - Here's a breakdown of what we'll be doing over next year - 🧵 1/9

Simon Worthington🧵 6/6 <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> would be able to return a search result that gives links to all the related IPCC Report chapters, but also provide a list of authors, their global locations, the related research paper citations used in the report — all as neat search results and as a full text publication package. The derivative publications would be automatically typeset, available multi-format, and as semantically marked up outputs.😸 Apply for the <a href="https://openbiblio.social/tags/developer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#developer</a> <a href="https://openbiblio.social/tags/job" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#job</a> here: <a href="https://www.tib.eu/en/tib/careers-and-apprenticeships/vacancies/details/stellenausschreibung-nr-20-2025" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.tib.eu/en/tib/careers-and-apprenticeships/vacancies/details/stellenausschreibung-nr-20-2025</a> <a href="https://openbiblio.social/@tibhannover" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@tibhannover</a>

Simon Worthington🧵 5/6 - using <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> the <a href="https://openbiblio.social/tags/IPCC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#IPCC</a> reports can have search and logical reasoning, for example if the following question was asked: ‘How to design a city climate action plan to mitigate against extreme weather such as floods and fires — what are the mitigation policy options — and where are the authoring scientists geographically based?’.

Simon Worthington🧵 4/6 IPCC Reports are published as PDF and some being available as webpages. The <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> project will create a knowledge graph of the reports, initially with the <a href="https://openbiblio.social/tags/openaccess" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#openaccess</a> parts of IPCC Sixth Assessment Report (AR6) <a href="https://www.ipcc.ch/report/ar6/syr/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.ipcc.ch/report/ar6/syr/</a> - to provide two open resources for others to use: 1. a modern open web index for searching IPCC Reports, and: 2. a publishing engine that can package search results. A knowledge graph is a database that precisely describes entities and relationships.

Simon WorthingtonCome work with me! Simon Worthington <a href="https://openbiblio.social/@tibosl" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://openbiblio.social/@tibosl</a> <a href="https://openbiblio.social/@tibhannover" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://openbiblio.social/@tibhannover</a> -–The position: Software Developer (m/f/d) The project: Climate Knowledge Graph – building a ‘publishing’ knowledge graph for dissemination of UN IPCC Reports. Where: TIB – Leibniz Information Centre for Science and Technology and University Library, Germany. Link <a href="https://www.tib.eu/en/tib/careers-and-apprenticeships/vacancies/details/stellenausschreibung-nr-20-2025" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.tib.eu/en/tib/careers-and-apprenticeships/vacancies/details/stellenausschreibung-nr-20-2025</a> <a href="https://openbiblio.social/tags/ClimateKG" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ClimateKG</a> 🌏🌍🌎 – ping for questions <a href="https://openbiblio.social/@mrchristian" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://openbiblio.social/@mrchristian</a>

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