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dct:description "This is just to test..."; "2026-06-30T23:59:00.0+02:00"^^xsd:dateTime; "2026-06-02T00:00:00.0+02:00"^^xsd:dateTime; rdfs:label "Preset test project"; orcid:0000-0002-1267-0234; this: . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0002-1267-0234 . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-06-09T20:34:25.070+02:00"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCwUtewGCpT5vIfXYE1bmf/Uqu1ojqnWdYxv+ySO80ul8Gu7m8KoyPAwuvaPj0lvPtHrg000qMmkxzKhYknEjq8v7EerxZNYp5B3/3+5ZpuWOYAs78UnQVjbHSmDdmryr4D4VvvNIiUmd0yxci47dTFUj4DvfHnGd6hVe5+goqdcwIDAQAB"; npx:hasSignature "aOdpWcvrji7LqIjLMIqXRc04+Vdeeyr4/2BEMYmwTrLApm3PRtKuiw+WBLWpXoRhzGdG9s02qX6ZIezaa1JNmBpfpXiQOtAo8H+OMpwd0wxZ8zO2JM5PVQ80TVgxrzUlBAWpzOB3NH0Pgi8O3LeSQ8ceUzjeOpf2YuWY5KZiCBY="; 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npx:hasSignature "bOpYj0SbtHYeaih3oz/fhCJ6S8oPQAPtRBs13m1x2kVFo98o/HwuURACWjfW5suze+IC9GfBV1vcoJyngKfg0LudZjq34Ig1SqRaXhXtii950z60LBc/MVN12mjLMpAGSChHMY8HT5HOe5/vdUj1FHBTh/lNAfSP197G8kH21QE="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description """

The TDCC-LSH FAIR Fellowship Programme supports professionals in Life Sciences & Health to dedicate focused time addressing real-world data challenges in their organizations. Over one year, each fellow dedicates 0.2 FTE to tackle a specific FAIR data implementation challenge, guided by an expert coach and supported by a collaborative cohort of peers.


This inaugural cohort brings together data stewards, researchers, and data specialists from across the Netherlands, each working to strengthen how research data is managed, shared, and utilized in their institutions. Their diverse use cases reflect the varied challenges facing the LSH research community in implementing FAIR principles.

"""; rdfs:label "TDCC-LSH FAIR Fellowship Programme"; orcid:0000-0003-1062-5576; . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0003-1062-5576 . } sub:pubinfo { orcid:0000-0003-1062-5576 foaf:name "Gerhard Burger" . this: dct:created "2026-06-09T10:02:35.879Z"^^xsd:dateTime; dct:creator orcid:0000-0003-1062-5576; dct:license ; npx:introduces ; npx:supersedes ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCKS0JLO/bGqK4GRv2E0dDCoFK5OAXtAsN8qrRCmaeMeBq/lp6gk/4vQ+/mbd2qZHt7bu0fbYWBmFwYDgxU3HqErq4mGo7JZ1UoKoNsEjq+pJCwv0sa5TsLfd1N/3xb0JLqouru63QrzS0VIPM0+X4Kar1SpZgxlpRapRc5NFZkUwIDAQAB"; npx:hasSignature "bYq4r5FAwtqg6mXXQ2m6XVX84rjQkBfCfjbBYFYJphXP4gWWVuNxPUVs+VqvxuKX35VzmB1WY3TtnXrOb0qnOSQb9wQNzY9TKfHUSyVjiBgLaDOd3DQdtIi1UuZlovDWazh9/jg649cn8AhzLbTxmqGxxRy9oXm7ZyeYQyO6pWI="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0003-1062-5576 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "Introductory training event covering the global overview of the training, and an introduction to nanopubs, the DS Wizard, and FIPs."; "2026-06-09T17:00:00.0+01:00"^^xsd:dateTime; "2026-06-09T15:00:00.0+01:00"^^xsd:dateTime; rdfs:label "June 9 FAIR Training"; orcid:0000-0003-1062-5576; this: . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0003-1062-5576 . } sub:pubinfo { orcid:0000-0003-1062-5576 foaf:name "Gerhard Burger" . this: dct:created "2026-06-08T08:36:48.960Z"^^xsd:dateTime; dct:creator orcid:0000-0003-1062-5576; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCKS0JLO/bGqK4GRv2E0dDCoFK5OAXtAsN8qrRCmaeMeBq/lp6gk/4vQ+/mbd2qZHt7bu0fbYWBmFwYDgxU3HqErq4mGo7JZ1UoKoNsEjq+pJCwv0sa5TsLfd1N/3xb0JLqouru63QrzS0VIPM0+X4Kar1SpZgxlpRapRc5NFZkUwIDAQAB"; npx:hasSignature "Je66w/JI4kutE5bF1v8b+IB2CyHPUYQIcM/I9pENTxRCVTQTabgwv1LJQM8lm+O4Sh0Ict+EeBUnDHLYlMP6HhP57uuOLxDeJj9gte4iVnutLZORcIKKUqHLBanvhY3+ZECB/W9hnwo7Pbj5drWW8IRHwfxJ/hqWd6WgVG6boTg="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0003-1062-5576 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "The Personal Exposure Health Vocabularies group focuses on collaborative management of vocabularies supporting FAIRification efforts in the domain of chemical risk assessment and personal exposure health."; rdfs:label "Personal Exposure Health Vocabularies group"; orcid:0000-0001-8327-0142; this: . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0001-8327-0142 . } sub:pubinfo { orcid:0000-0001-8327-0142 foaf:name "Gertjan Bisschop" . this: dct:created "2026-06-05T08:15:42.735Z"^^xsd:dateTime; dct:creator orcid:0000-0001-8327-0142; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCPJNIL29lI1tYIGSKyU72Bm3YCXna2egamVUTRfzD6H9jQFY88EBCpapTKZ/ZUa3nq4P4Y7v6buh0P2wHQdExsscpaa21fFsqPD61JFzgJNV/SoFjwYL017NWOy1qb+goSMusQOUUh3bHQjfK6rn8Rqx+ywMqlVzzFq1aoRVcN0QIDAQAB"; npx:hasSignature "VSH5JP4YCdx4usz+tc+FBpURQzFH1mWhQyD8006KiNtWFE3YSk4XTb+XfSTN5PGwGzMQw/rfplMaFDTroz+9x3Wk8JrHtBp+3MsdMtBJaOzYM3T2Um+8xykKw5Wb47LFmbuMNWka/1XUTMdDNXzXnrrsubg4TnS2gc1XaS3L5po="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0001-8327-0142 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix ns1: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description """

Plant specialized metabolites are a major source of innovative pharmaceuticals, novel foods, and biobased natural products. However, resolving the metabolic pathways that biosynthesize these compounds remains a key scientific challenge, as plant biosynthetic genes are often genomically dispersed and duplicated, resulting in highly branched, diversified, and promiscuous underlying metabolic networks. Additionally, knowledge of plant metabolic pathway knowledge remains scattered across disconnected resources, with limited interoperable annotations, and valuable experimental multi-omics datasets remain siloed and underused. To address these gaps, we developed the Linked Open Data knowledge graph PlantMetWiki (https://plantmetwiki.bioinformatics.nl/), the first semantically enriched knowledge base for querying experimentally validated pathway information for plant biosynthetic reactions, including predictions of biosynthetic gene clusters. Still, researchers lack an open, standardized, and reusable AI-ready format for integrating new datasets with community knowledge. Additionally, there is no framework to systematically link computational evidence from bioinformatics tools and paired plant transcriptomics-metabolomics datasets to predict or validate pathway-level knowledge.

Therefore, in this BioHackathon project, we aim to:

  1. Co-develop a community-supported Minimum Information Standard (MIS) for predicted plant pathway knowledge representation;
  2. Design validation schemas to integrate experimental multi-omics datasets and predictions in alignment with the MIS;
  3. Establish methods to align pathway-related predictions across bioinformatics pipelines and approaches for scoring and prioritization of these predictions based on evidence strength, provenance, and community-defined criteria.

These outcomes will enable scalable community annotation of pathway information, improved integration of multi-omics data, prioritization of candidate pathway components, and more reproducible and transparent bioinformatics analyses.

"""; "2026-11-13T17:00:00.0+01:00"^^xsd:dateTime; "2026-11-09T09:00:00.0+01:00"^^xsd:dateTime; rdfs:label "BioHackathon Europe 2026 Project 3: Developing Open Standards for a Semantic Framework in Plant Specialized Metabolism"; orcid:0000-0002-1267-0234, orcid:0000-0002-9472-918X; . } sub:provenance { sub:assertion prov:wasDerivedFrom . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-06-03T13:18:30.899Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:supersedes ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ns1:RAcTpoh5Ra0ssqmcpOgWdaZ_YiPE6demO6cpw-2RvSNs8; nt:wasCreatedFromPubinfoTemplate , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "znn3+RVKWJ1J+9x+mhJjPe6N4kNvrN31ukMxJRc9tj6xMg4A/U3XtTbrGG2UdPuFwd0FI9jV9zsMt5GyXuYp02cdTof/JzzU4P6dzjCh5+lDhkO2WI8A8ZJExPIN4lshuRYa1Ee3niSMZNYL4+VSSa2tnUF3PwaKShCmRBCMEyM="; 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Agenda:
  • Yuanxi Fu: “Nanopublication for Documenting Scholarly Growth” - Many contemporary scholarly big-data infrastructures focus on the public-facing dimensions of scholarship, such as publications, funding records, citations, and institutional affiliations. In contrast, this talk explores how nanopublications might provide an infrastructure for documenting a scholar’s intellectual growth over time.
  • Christian Meesters: “Software Provenance with Snakemake” - Why workflow managers are essential on HPC and how Snakemake automates reproducibility. Live demo: running a workflow, generating an HTML report with publication-ready figures, and exporting software metadata as a nanopublication, plus a mini visual knowledge graph via a single plugin.
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Im Hands-on Lab erhalten die Teilnehmenden neben einem Überblick über die Aktivitäten des SIL auch eine praxisorientierte Einführung in Nanopublikationen. In der modernen Bibliotheks- und Forschungsdatenlandschaft stellt das Kuratieren von Metadaten und Forschungsdaten einen kontinuierlichen Prozess dar, an dem zahlreiche Personen und technische Systeme beteiligt sind. Diese Kuratierungsprozesse bleiben jedoch häufig unsichtbar, was die Koordination, Nachnutzbarkeit sowie die Einschätzung von Aufwand und Nutzen erschwert. Nanopublikationen bieten hierfür einen vielversprechenden Ansatz: Sie ermöglichen es, kleinste wissenschaftliche Aussagen oder Kuratierungsereignisse als eigenständige, zitierbare und maschinenlesbare Einheiten im Linked-Open-Data-Format RDF – dem Fundament des Semantic Web – zu veröffentlichen.

Nach einer kurzen Einführung in die grundlegende Struktur von Nanopublikationen (Assertion, Provenance, Publication Info) vermittelt dieses Hands-on Lab die praktischen Grundlagen ihrer Erstellung. Mithilfe von Werkzeugen wie Nanodash und Nanopub Query werden exemplarisch Kuratierungsereignisse – etwa die Korrektur eines Metadatensatzes oder die Verknüpfung von Identifikatoren – als Nanopublikationen modelliert und publiziert.

Die Folien für die Session sind auf Zenodo unter der DOI 10.5281/zenodo.20302097 verfügbar.

Bitte bringen Sie einen eigenen Laptop mit. Vorkenntnisse in Linked Data sind hilfreich, jedoch nicht zwingend erforderlich.

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The Three-Point FAIRification Framework (3PFF) provides practical “how to” guidance to stakeholders seeking to “go FAIR”. The principle goal of the 3PFF is to maximize reuse of existing resources, optimize interoperability, and accelerate convergence on standards and technologies supporting FAIR data and services.

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A bilingual channel around BiblioCon 2026 in Berlin, the annual conference of the German-speaking library-associated communities."""; "2026-05-22T14:00:00.0+02:00"^^xsd:dateTime; "2026-05-19T11:00:00.0+02:00"^^xsd:dateTime; rdfs:label "BiblioCon2026"; ; orcid:0000-0001-9488-1870 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0001-9488-1870 . } sub:pubinfo { orcid:0000-0001-9488-1870 foaf:name "Daniel Mietchen" . this: dct:created "2026-05-12T08:24:17.317Z"^^xsd:dateTime; dct:creator orcid:0000-0001-9488-1870; dct:license ; npx:introduces ; npx:supersedes ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCW+VopfbAsAusLtasUe5QnVQL4ovdEXZRd7/44ZfSOuSYBr9BOFBxBoxBpfdCij85m1UHz3Dvb9YLSfx8oSyhdGhBFO4m6zimJ1hpnHQe5jA1cvF6PRYznWgQAhwC4RaYhZJ4MkzVMxXmWTI+8hYRn4oC2+qsg7DJjiS+cttD3tQIDAQAB"; npx:hasSignature "WtGSDiccjvOFbMc0xacNiyz7oiA8zS7SVXDP73jYz1YsDpjeLgGcm6+mrQQpyyjmCVKFvq4woHQwCOQw3Bry6V+rZZMLfjT05ypBJJbRSYz1HYm3r+BOo9UOixW9EHNm/1iPpIi80pVeF+l/8BstKRSGVdPgIoMSEkzLl0LMCoE="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0001-9488-1870 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "This is a special segment of Nano Session #31 dedicated to Knowledge Graph Conference (KGC) participants. 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np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "The FIP training session number 6."; "2026-05-05T17:30:00.0+02:00"^^xsd:dateTime; "2026-05-05T15:00:00.0+02:00"^^xsd:dateTime; rdfs:label "FIP.38.T.6 | FAIR Implementation Profile Training Session 6"; orcid:0000-0002-1267-0234, orcid:0000-0003-2195-3997 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0003-2195-3997 . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-05-05T08:56:50.851Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "uqFUaqdje6RpwgenvF49AcCkQVbWOwWwSyHfeiVk+73ej9om4t1XPJw7/zlKV/TdkpkZ5Rn4f2AgO9R6KXLIcm2HwHv+eLeYFEZczBTWgG2vBJePP0mRSeaayMnoQTItgyzZGS2I5PxoCaz9Km61OoIaWlgEYlV550Bj7bCIc7g="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "This space is dedicated to exploring nanopublications as a framework for modeling provenance research data. It investigates how granular, structured assertions about ownership, sources, and evidence can be published as interoperable, citable units, supporting transparency, traceability, and the representation of uncertainty and conflicting claims."; rdfs:label "Exploring Nanopublications for Provenance Research Data"; orcid:0000-0003-3196-6230 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0003-3196-6230 . } sub:pubinfo { orcid:0000-0003-3196-6230 foaf:name "Michael Müller" . this: dct:created "2026-05-05T07:03:27.832Z"^^xsd:dateTime; dct:creator orcid:0000-0003-3196-6230; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEArBqEMxyHIHIXgzuFaGXq4WG3v43jwnbsKQn1UhG/dXSgUDuimkSg9fTPLebP+sS3XwdpA6lLhzH9+tnLALHbEpG6bJN97JUxXbT+BOJ3PVto65oeNTh0k+T1najVgAta1WaaiLFG8zwMUhIC8Q9aX9SOB4RfXVEgnZkepE/KOfsLtr5tkm02wbigpR3uH6WnqGqXfEOeQNZSB/pgkWWh6qo8AlVF453boPwTSqoSYd4RAqNwmpn8IOLt6jHdzRnsSREFUD4d7iu/isO/tm4QsYfvkNlJ0tqWTWVW25c35e/n95R7ZC9tHGIXkkX4ouoKjMNvoQaUr4QKLMvr1A4o2wIDAQAB"; npx:hasSignature "ZD3Eq3p162k2w4i6v87f0BoWQAhRrwS1y7v0Fd6Mpmnxgc9JDxOd+5E/BEeExvuEcF7cOITKmmTGVWg0UNAiW3A+BOYB8md6S2q5gOaQA7CHoKDU4E/E7WJ7UIaIQjfzmzst6TJ3sTl2MIrYC/QiY8k0f+uRx9qAvFer96kRZII8ggzvJt0AKOXsKdwuQTIvTHuCQgcr1hN2bns1jsE86QYmzPl9vfQ+cnmJ8VgFgD0+Rx6ov5neybI+tn48HR4aliek4533X83CiC42RGVKIInUFUkFFacSe1LFQtlFc4Y4PUDGPzA8GUXq9nGksMdUtri7d3PGci2AoCQHXQmsXw=="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0003-3196-6230 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description """

In this session, we will take a deep dive into the core components of the nanopublication ecosystem (Registry, Query, Nanodash) and explore how they interact. Through practical examples and real-world use cases, we will illustrate how this ecosystem enables decentralized, verifiable, and reusable knowledge publishing.

Links:

"""; "2026-05-05T17:00:00.0+02:00"^^xsd:dateTime; "2026-05-05T16:00:00.0+02:00"^^xsd:dateTime; rdfs:label "Nano Session #31"; orcid:0000-0001-8492-0354, orcid:0000-0002-1267-0234, orcid:0009-0009-0118-9195 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0009-0009-0118-9195 . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . orcid:0009-0009-0118-9195 foaf:name "Virginia Balseiro" . this: dct:created "2026-05-04T13:02:31.143Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234, orcid:0009-0009-0118-9195; dct:license , ; npx:introduces ; npx:supersedes ; npx:wasCreatedAt ; prov:wasDerivedFrom ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , , , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "GFcTQVhQjzfY0pNFPIpDaZJnoyrOcix/LD/dmbknD5ntQNOKmHAo7JZnVAzoNwohSrvCyrFSfV+OyhuYdQEAyoXEbPiNbWv6E5huKFWCYqXOd2Ng2VnpFQcYQCxdDTha9FCYtjbm6U6r+8ySNScGhqnVRk6ngcH5ADzcpHcQjjI="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "Mass spectrometry research confronts challenges endemic to data-intensive science: vendor-specific proprietary formats from multiple Mass Spectrometry instruments, complex multi-consortium governance, and the near-impossibility of tracking provenance across thousands of heterogeneous digital objects spanning clinical samples, instrument logs, processing workflows, and publications. Traditional approaches that retrofit FAIR principles onto existing repositories fail at scale and perpetuate the research integrity and reproducibility crises. This project addresses this systemic failure by implementing nanopublication-based FAIR Digital Objects (FDOs) as minimal, but precise metadata tags at the source, combining automated and human curated machine-actionable assertions that establish unambiguous provenance chains before data enters any workflow. This source-level FAIRification demonstrates that trusted AI in biomedicine requires fundamentally reliable data infrastructure where agentic AI can automatically assess the quality, context, and trustworthiness of every datum from its moment of creation."; "2025-07-15T00:00:00.0Z"^^xsd:dateTime; "2025-10-15T00:00:00.0Z"^^xsd:dateTime; rdfs:label "Knowledge Pixels Incubator #4: FAIRification of mass spectrometry workflows using FDOs"; orcid:0000-0001-8888-635X, orcid:0000-0002-1267-0234 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0002-1267-0234 . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-04-28T06:33:05.551Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:supersedes ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "zf+8J4eykEOzDq+dbQWvp0TmHvlWJUcSKOA1ifqYKgIwZKu/ZpM9Dl4vo4w0mmyC+h6HV47yXHv80+xIz2iJjnhooWpKCNXftNQD7z0r+X+bCXVeU5h4jekJAM0Pjrl7SEflSTqoPRkIEiA04W6eVBA2jS2q8LkxLFbmq6ADqTo="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix ns1: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "The UCDS group researches how various users interact with systems and consume and produce data. We are interested in the many socio-technical challenges related to a sustainable, inclusive and fair Digital Society."; rdfs:label "User-Centric Data Science"; ; orcid:0000-0001-8772-7904, orcid:0000-0001-9079-039X, orcid:0000-0002-1267-0234, orcid:0000-0002-7748-4715 . } sub:provenance { sub:assertion prov:wasDerivedFrom . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-04-27T14:18:21.335Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ns1:RAcTpoh5Ra0ssqmcpOgWdaZ_YiPE6demO6cpw-2RvSNs8; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "cxNltoKvz8SPhyV5/725UM51tOihsEENIeULvonr1kZgUi7T8Yixz59rl4JDo1WteUfIGs4E+r+mqhZmCFkbYtEDqxOF5d/yq9EZhszKHSzgGUUUDTpK8tdDCioJjlrsvgpu50j8uQ8PSq+p1fbLYwJ98OzwpJxyMw0lM1vZ+x4="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix ns1: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "Open and accurate citation data are a key component of transparent, reproducible and interconnected research. The Workshop on Citation Extraction and Parsing (CiteX 2026) provides an interdisciplinary forum for researchers, developers and practitioners to discuss current advances in the automated detection, structuring and provision of bibliographic references."; "2026-05-29T17:00:00.0+02:00"^^xsd:dateTime; "2026-05-28T09:00:00.0+02:00"^^xsd:dateTime; rdfs:label "CiteX 2026: Workshop on Citation Extraction and Parsing"; ; orcid:0000-0002-1267-0234, orcid:0000-0002-1784-2920 . } sub:provenance { sub:assertion prov:wasDerivedFrom . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-04-24T06:39:23.329Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ns1:RAcTpoh5Ra0ssqmcpOgWdaZ_YiPE6demO6cpw-2RvSNs8; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "YSKIUw//r2xe4NgSfJspaODXIaxGGXUsuvPs+tE3jbBuQiyY9dba+QnkxXdb03mZ4asIxgu9/qnesdjsCMnmpJvnUmD16PBjkfUiLOiskeV4Fh2SYvFb7jLchZkbeD1Y8JG/mDEbIYTpe2ClmEEOWvWq9RnaT/A5yNjYdgvrIcs="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description """In this session, we will take a deep dive into the core components of the nanopublication ecosystem (Registry, Query, Nanodash) and explore how they interact. Through practical examples and real-world use cases, we will illustrate how this ecosystem enables decentralized, verifiable, and reusable knowledge publishing. The session will conclude with an open discussion in which participants can engage with the presented use cases, share experiences, and explore future possibilities within the nanopublication ecosystem."""; "2026-05-05T17:00:00.0+02:00"^^xsd:dateTime; "2026-05-05T16:00:00.0+02:00"^^xsd:dateTime; rdfs:label "Nano Session #31"; orcid:0000-0001-8492-0354, orcid:0000-0002-1267-0234, orcid:0009-0009-0118-9195 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0009-0009-0118-9195 . } sub:pubinfo { orcid:0009-0009-0118-9195 foaf:name "Virginia Balseiro" . this: dct:created "2026-04-21T13:12:31.271Z"^^xsd:dateTime; dct:creator orcid:0009-0009-0118-9195; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCFJNRSo0AhDh7EfwM3nZXQbACb8v6F7tKGOj4Mnc/VuEu0CqzwyomaSvXmfwIKeHmCGCdIrL7tMes3U3K7qJ6c3m5j9U1SDBA+d6UDGvBKSN4X8vvRHzH+PNZyegn3Wu+liXjq+4bnGdTdhPRdRFO9DjSb+rpAfaH21md4qRhCewIDAQAB"; npx:hasSignature "gdQfZ/ScRpAXCAKJlWXKEiZjnMnGiCUu/SeIhMm9WbfsWrzoVGXOQMqXOuf4cR80Hw+9SZmAi7cZZqzrlW+2KJDLh6Xtpv3R74ySA8yk3vdcVmHCvxWt76qsVMaCUC7RLDUKUpRKXBfZJNCDUj0Aw6+CQc7BmGnF0ZEQWIgUmV8="; npx:hasSignatureTarget this:; npx:signedBy orcid:0009-0009-0118-9195 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description """

Global, federated graph of scientific claims as LinkedData

Scientific knowledge is currently scattered across papers, repositories, and disconnected platforms, with no structured way to trace how claims connect to evidence or how arguments develop. Nanoarguments builds a framework and tools for creating, browsing, and contributing to a global, federated graph of scientific discourse and evidence. Researchers and their communities can collaboratively structure claims, evidence chains, and discussion as nanopublications, which are small, cryptographically signed Linked Data snippets with precise provenance and authorship, published to a decentralized peer-to-peer network. The project builds upon the Nanodash interface to help users browse, edit, and aggregate discourse and evidence graphs, and integrates with dokieli to enable in-context authoring of nanopublications as inline annotations while reading or writing a document. A bidirectional ActivityPub connector bridges the nanopublication network and the fediverse, allowing discourse threads to start as social exchanges and crystallize into persistent, machine-readable evidence records. The project will be piloted with early adopter research groups in discourse and evidence modeling. All components will be released as open-source modules that other systems can build upon.

"""; "2026-04-09T00:00:00.0+02:00"^^xsd:dateTime; rdfs:label "Nanoarguments"; ; orcid:0000-0001-8492-0354, orcid:0000-0002-1267-0234, orcid:0009-0008-3635-347X, orcid:0009-0009-0118-9195 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0002-1267-0234 . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-04-21T11:42:03.030Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:supersedes ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "9/1XI6yjunOTpKyIKjChJBksT7qNiaWIqlRfcY6JgFsj25mGzJAxi3U4YjN36aQ8HiQ/uX1lEof+H61gbefE4E9Y1SnkTdT59UjxG5hzIYQUss5GlSoq3cDh4Ghlb8TzVg/Nl7v1Wbu7koqqOAgxnfQFEqBPuTte7lBygwIjKKQ="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "Connected Data London is the conference that brings together the graph database community, supporting both newcomers and seasoned practitioners."; "2026-11-12T18:00:00.0Z"^^xsd:dateTime; "2026-11-11T09:00:00.0Z"^^xsd:dateTime; rdfs:label "Connected Data London 2026"; ; orcid:0000-0001-8492-0354 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0001-8492-0354 . } sub:pubinfo { orcid:0000-0001-8492-0354 foaf:name "Ashley Caselli" . this: dct:created "2026-04-17T09:08:58.808Z"^^xsd:dateTime; dct:creator orcid:0000-0001-8492-0354; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCaQXE2B2hJ6QdWxaWerU4F/XOtCQdj2OkdrIYd1kpMY9hIUh8boxaO3uOBeqvvqKLf5HjpRF4DT1eghOSsa2Dhd5HRTM/XIamvwWkHpN4oB3Ml19pAAzjTqczYmFLfgG67mGL5+vSA8VEdHtKQCrvP4SpTibMBP1qaxt3k1tqD6wIDAQAB"; npx:hasSignature "H0/Z7LfJuIWRcJUXrFELu61QSDa8GxW87mxm0SSrON2/+JTS4gmdHLfglxvkP1OizTYttSaShEfDtOegMarptr6c3kWHGoR7aIqfxvOS8adgxxAqpi+fZ0pbXTWzpQtaqwHyvATlk82vwWHu58DSTBV/tk4gESWa5gS8Ztt7WzI="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0001-8492-0354 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "Plant specialized metabolites are a major source of medicines, novel foods, and natural products, yet the knowledge needed to discover and characterize them remains scattered across publications, databases, and tools. This project uses nanopublications to build PlantMetWiki, a queryable, community-driven knowledge base that links experimentally characterized plant biosynthetic pathways with repositories such as PlantCyc, plantiSMASH, MIBiG, and LOTUS. By representing pathway data, multi-omics predictions, and community annotations as nanopublications, the knowledge base enables machine-readable sharing and continuous integration of new findings. Researchers will be able to query across experimental and predicted data to prioritize promising biosynthetic candidates for wet-lab validation, while contributing their own results back to the community as Linked Open Data."; "2026-09-30T00:00:00.0+02:00"^^xsd:dateTime; "2026-04-01T00:00:00.0+02:00"^^xsd:dateTime; rdfs:label "Knowledge Pixels Incubator #5: A community-driven linked knowledge base for plant specialized metabolism"; orcid:0000-0002-1267-0234, orcid:0000-0002-9472-918X . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0002-1267-0234 . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-04-16T12:45:34.746Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:supersedes ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "pIRoqhukYjW/y9VEtU+4WEzmrvwdfDPXilrAyWokZwJA1Bd+OZnaTPVhxVVjMk+k3MD1fhd8czMcwN+jGEngxX41BKULrPymtdvF5cn5wRDmJWJjnRGiwdLTw1S0xGe2ftRV1mq4bQJaFtiBOZV+TuCpAnCgPE2TfnElv9JfvyU="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "In this incubator project, we will develop an approach for an integrated analysis of metadata collected with two different, DCAT-AP compliant metadata systems: (1) nanopublication templates of the FAIR Funding Framework (FFF) and (2) the metadata scheme that forms the basis for the National Health Metadata Catalogue (under development in the Netherlands) with metadata on datasets that are available for secondary use. The National Catalogue is a mandatory implementation for the European Health Data Space (EHDS) in each EU-member state. The FFF provides a uniform approach for funders and research organisations aiming to collect reusable (FAIR) information for tracking research outputs and funder activities, using nanopublication-based metadata on components of the (1) funder’s grant procedures, (2) research lifecycles, and (3) tools and services used in research domains. The project aims to deliver a scalable approach for creating rich, machine-actionable information on projects, datasets and other outputs. The approach must facilitate dataset-related metadata to get exposed on the EHDS-National Catalogue. 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Agenda:
  • Mitja Zdouc: Natural Product Research Data: from one star to five stars. https://zdouc-lab.github.io/zdouc-lab-website/
  • Roberto Pizzolotto: Biodiversity structured information, from species list to network through nanopublications
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dct:description """A two-part hackathon on 13 February 2026 taking place in Leiden as part of the Perspectives on Scientific Error conference (11-13 February 2026).

Session title:
Making Errors and Uncertainty FAIR: A Nanopublications Hackathon for Machine-Actionable Scientific Error Reporting

Session abstract:
Communicating and reusing estimations of uncertainty and error is critical for interpreting scientifically relevant observations but currently hampered by poor consistency and documentation. These errors arise from diverse sources, including linguistic ambiguity, computational bugs, systematic biases, unstable measurements and missing data. Despite its central role in quality control, data integration, and decision-making, uncertainty is often underreported or informally expressed. Nanopublications offer an ideal, structured, and machine-actionable framework to address this challenge by providing a scalable solution that transcends traditional, narrative-based methods. Their design combines precise assertions with rich provenance, allowing researchers to clearly state an observation or claim (e.g., regarding an error or uncertain measurement) while simultaneously linking to its full supporting history and context. Expressed as interoperable RDF triples, nanopublications are openly published on a decentralized network as FAIR Digital Objects, making this essential information easily discoverable, integratable, and processable by automated systems across various scientific domains. The Metabolomics and Analytics Center (MAC) at Leiden Academic Center for Drug Research is developing a nanopublication-based reporting framework to capture three critical uncertainty types inherent in high-throughput mass spectrometry data: those related to detection limits/sensitivity, physical/chemical instabilities (such as evaporation or oxidation), and ambiguities from structural isomers. This hackathon will leverage the MAC's developments to explore nanopublications as a universal, scalable, and machine-actionable mechanism for communicating errors, uncertainty, and related concepts across scientific domains, using metabolomics as a core case study. Participants will be introduced to nanopublication principles and decentralized publication infrastructures through hands-on experience with user-friendly interfaces and templates. To lower barriers to participation, no technical prerequisites are assumed; participants only need to authenticate via ORCID in a browser [so come prepared with your ORCID credentials at hand!]. We'll show metabolomics examples from MAC that include uncertainty and error reporting. Participants are encouraged to bring their own examples of errors, uncertainties, and data quality issues from any scholarly domain. By the end of the hackathon, participants will have created and published nanopublications describing real error and uncertainty scenarios and gained practical experience with FAIR, machine-actionable error communication.

For slides, see DOI: 10.5281/zenodo.18627181."""; "2026-02-13T16:55:00.0+01:00"^^xsd:dateTime; "2026-02-13T09:50:00.0+01:00"^^xsd:dateTime; rdfs:label "Nanopublications Hackathon"; orcid:0000-0001-8492-0354, orcid:0000-0001-8888-635X, orcid:0000-0001-9488-1870, orcid:0000-0002-1267-0234, orcid:0009-0009-0118-9195 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0001-8492-0354, orcid:0000-0001-9488-1870, orcid:0000-0002-1267-0234, orcid:0009-0009-0118-9195 . } sub:pubinfo { orcid:0000-0001-9488-1870 foaf:name "Daniel Mietchen" . this: dct:created "2026-02-13T13:59:45.041Z"^^xsd:dateTime; dct:creator orcid:0000-0001-9488-1870; dct:license ; npx:introduces ; npx:supersedes ; npx:wasCreatedAt ; prov:wasDerivedFrom , ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , , , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCW+VopfbAsAusLtasUe5QnVQL4ovdEXZRd7/44ZfSOuSYBr9BOFBxBoxBpfdCij85m1UHz3Dvb9YLSfx8oSyhdGhBFO4m6zimJ1hpnHQe5jA1cvF6PRYznWgQAhwC4RaYhZJ4MkzVMxXmWTI+8hYRn4oC2+qsg7DJjiS+cttD3tQIDAQAB"; npx:hasSignature "jCy66km6c0Qz93QCdwBL6BMyf1H1FktyXwkx9YW/+jK3fMfYz+hccjPVl7AkfyTCK3jM577TbaDL7EWi+CYmHRj5r34drZiRdOGd2WjQLMc+tSvTG516dCaQ1hxxPKNWD+utgFcHftifNkebuwNLqsvSjvHHTJKrBq/rA/fXHn8="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0001-9488-1870 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "This is the Space for the community studying biodiversity in urban environments."; rdfs:label "Urban Biodiversity"; orcid:0000-0001-9488-1870, orcid:0000-0002-1267-0234, orcid:0000-0002-2186-5033, orcid:0000-0002-4587-3476 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0002-1267-0234 . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-02-09T10:45:02.943Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "Y2uaXrI8PxQIsHM36xbJBXPGwA2HIahBt3R7FqslIwPt71nMX6AJbIuUmJAt3M0C/rgbx6s1PkuleBPdGWz8MKmxdZyL7NKUUlEFMDaxCs0PHVqRr8N3uTKXfb4tAs2U7MVxo+Eq4KFrHx9XVqdxV8QFGd0Xp0mGSb0PkuZG3lQ="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "This is the Space for the community researching the use of AI in education."; rdfs:label "AI in Education"; orcid:0000-0002-1267-0234 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0002-1267-0234 . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-02-08T07:53:09.930Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "8AMicyiF9INebcpRuUq4UY6eo/xaUSJn22DlnWwFxhDvea76B64dJqAX3wqdODehapAnNg4YUsvW8lh2vW8pkj2dllwB+NOmKN3Nfg3A+kRRMJVw7crIOu3FOOompe/owT08N/x+D8keG1bG0xjErRfvEHxvZUdhGr81QyAYLvU="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description """8th workshop \"Perspectives on Scientific Error\", taking place on February 11-13, 2026, in Leiden.

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It tackles practical needs like formally acknowledging contributors, pointing out issues such as broken identifiers, and documenting the state of dynamically changing resources."; "2026-04-30T23:59:59.0Z"^^xsd:dateTime; "2025-08-01T00:00:00.0Z"^^xsd:dateTime; rdfs:label "nanopublication-Enhanced Open Science Communication (nEOSC)"; ; orcid:0000-0001-9488-1870, orcid:0000-0002-1267-0234 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0001-9488-1870, orcid:0000-0002-1267-0234 . } sub:pubinfo { orcid:0000-0001-9488-1870 foaf:name "Daniel Mietchen" . orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-02-04T23:10:29.262Z"^^xsd:dateTime; dct:creator orcid:0000-0001-9488-1870, orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:wasCreatedAt ; prov:wasDerivedFrom ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCW+VopfbAsAusLtasUe5QnVQL4ovdEXZRd7/44ZfSOuSYBr9BOFBxBoxBpfdCij85m1UHz3Dvb9YLSfx8oSyhdGhBFO4m6zimJ1hpnHQe5jA1cvF6PRYznWgQAhwC4RaYhZJ4MkzVMxXmWTI+8hYRn4oC2+qsg7DJjiS+cttD3tQIDAQAB"; npx:hasSignature "Dq4coY7bsdJ5y28bmP5aL94pNkGbmWpX2JTWzJ1axMZgGjDAiRHsXL2ynlGleywp8Bq+vVcdKQ7gmzYVoa2LuHjGNhHNwr2FYzM3d3+PHu9AngmYwiQYtluep34EMgwO0eH+BnlzEAOWUAvdIJQNueRCOJV60yQnGTJi1P1/vAY="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0001-9488-1870 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description """A two-part hackathon on 13 February 2026 taking place in Leiden as part of the Perspectives on Scientific Error conference (11-13 February 2026). Session title: Making Errors and Uncertainty FAIR: A Nanopublications Hackathon for Machine-Actionable Scientific Error Reporting Session abstract: Communicating and reusing estimations of uncertainty and error is critical for interpreting scientifically relevant observations but currently hampered by poor consistency and documentation. These errors arise from diverse sources, including linguistic ambiguity, computational bugs, systematic biases, unstable measurements and missing data. Despite its central role in quality control, data integration, and decision-making, uncertainty is often underreported or informally expressed. Nanopublications offer an ideal, structured, and machine-actionable framework to address this challenge by providing a scalable solution that transcends traditional, narrative-based methods. Their design combines precise assertions with rich provenance, allowing researchers to clearly state an observation or claim (e.g., regarding an error or uncertain measurement) while simultaneously linking to its full supporting history and context. Expressed as interoperable RDF triples, nanopublications are openly published on a decentralized network as FAIR Digital Objects, making this essential information easily discoverable, integratable, and processable by automated systems across various scientific domains. The Metabolomics and Analytics Center (MAC) at Leiden Academic Center for Drug Research is developing a nanopublication-based reporting framework to capture three critical uncertainty types inherent in high-throughput mass spectrometry data: those related to detection limits/sensitivity, physical/chemical instabilities (such as evaporation or oxidation), and ambiguities from structural isomers. This hackathon will leverage the MAC's developments to explore nanopublications as a universal, scalable, and machine-actionable mechanism for communicating errors, uncertainty, and related concepts across scientific domains, using metabolomics as a core case study. Participants will be introduced to nanopublication principles and decentralized publication infrastructures through hands-on experience with user-friendly interfaces and templates. To lower barriers to participation, no technical prerequisites are assumed; participants only need to authenticate via ORCID in a browser [so come prepared with your ORCID credentials at hand!]. We'll show metabolomics examples from MAC that include uncertainty and error reporting. Participants are encouraged to bring their own examples of errors, uncertainties, and data quality issues from any scholarly domain. By the end of the hackathon, participants will have created and published nanopublications describing real error and uncertainty scenarios and gained practical experience with FAIR, machine-actionable error communication."""; "2026-02-13T16:55:00.0+01:00"^^xsd:dateTime; "2026-02-13T09:50:00.0+01:00"^^xsd:dateTime; rdfs:label "Nanopublications Hackathon"; orcid:0000-0001-8492-0354, orcid:0000-0001-8888-635X, orcid:0000-0001-9488-1870, orcid:0000-0002-1267-0234, orcid:0009-0009-0118-9195 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0001-8492-0354, orcid:0000-0001-9488-1870, orcid:0000-0002-1267-0234, orcid:0009-0009-0118-9195 . } sub:pubinfo { orcid:0000-0001-9488-1870 foaf:name "Daniel Mietchen" . this: dct:created "2026-02-04T21:46:32.305Z"^^xsd:dateTime; dct:creator orcid:0000-0001-9488-1870; dct:license ; npx:introduces ; npx:wasCreatedAt ; prov:wasDerivedFrom ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCW+VopfbAsAusLtasUe5QnVQL4ovdEXZRd7/44ZfSOuSYBr9BOFBxBoxBpfdCij85m1UHz3Dvb9YLSfx8oSyhdGhBFO4m6zimJ1hpnHQe5jA1cvF6PRYznWgQAhwC4RaYhZJ4MkzVMxXmWTI+8hYRn4oC2+qsg7DJjiS+cttD3tQIDAQAB"; npx:hasSignature "fnTslMJVUYO9P8q6Kd8QqwEMQ+nU/PpP7/xTXqjEKNfLjLeiIpHIolrOor2GnQ3U/hQEXbpLyeDzoj/g2hopNc+SxEjOOysS86DiIszlP8OGqRcb/ZSm68bIsuBgVk0fIvQ5esIFbSVOgqpkkmqjjdutNb3fy+ypVt9uzPE1PLU="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0001-9488-1870 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "A two-part hackathon at the Perspectives on Scientific Error conference in Leiden 11-13 February 2026."; "2026-02-13T16:55:00.0+01:00"^^xsd:dateTime; "2026-02-13T09:50:00.0+01:00"^^xsd:dateTime; rdfs:label "Nanopublications Hackathon"; orcid:0000-0001-8492-0354, orcid:0000-0001-8888-635X, orcid:0000-0001-9488-1870, orcid:0000-0002-1267-0234, orcid:0009-0009-0118-9195 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0001-8492-0354, orcid:0000-0001-9488-1870, orcid:0000-0002-1267-0234, orcid:0009-0009-0118-9195 . } sub:pubinfo { orcid:0000-0001-9488-1870 foaf:name "Daniel Mietchen" . this: dct:created "2026-02-04T13:51:32.377Z"^^xsd:dateTime; dct:creator orcid:0000-0001-9488-1870; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCW+VopfbAsAusLtasUe5QnVQL4ovdEXZRd7/44ZfSOuSYBr9BOFBxBoxBpfdCij85m1UHz3Dvb9YLSfx8oSyhdGhBFO4m6zimJ1hpnHQe5jA1cvF6PRYznWgQAhwC4RaYhZJ4MkzVMxXmWTI+8hYRn4oC2+qsg7DJjiS+cttD3tQIDAQAB"; npx:hasSignature "Htsy/48l1rxBCapy5udgNNyMMQFA3HTi6LAxYJ3f7PgmXS2yzAIw0ui+5PqwcxkhaHDKoCLelSWaEZRCIX9HCpiE9P3wGEPOZo0CHvXN9sJazfNUb3Cj5jVfKQLU0mZHrYOzJVsE+zHpbYpbpUW0GvGa17/2pNFukd3tDrs5+Hk="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0001-9488-1870 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description """

This session will be a hands-on, working collaboratively on:

  • \"Hello World\"
  • Customizing user profiles
"""; "2026-02-24T17:00:00.0+01:00"^^xsd:dateTime; "2026-02-24T16:00:00.0+01:00"^^xsd:dateTime; rdfs:label "Nano Session #28"; orcid:0000-0001-8492-0354, orcid:0000-0001-9488-1870, orcid:0000-0002-1267-0234, orcid:0009-0009-0118-9195 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0009-0009-0118-9195 . } sub:pubinfo { orcid:0009-0009-0118-9195 foaf:name "Virginia Balseiro" . this: dct:created "2026-02-04T13:33:39.291Z"^^xsd:dateTime; dct:creator orcid:0009-0009-0118-9195; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCFJNRSo0AhDh7EfwM3nZXQbACb8v6F7tKGOj4Mnc/VuEu0CqzwyomaSvXmfwIKeHmCGCdIrL7tMes3U3K7qJ6c3m5j9U1SDBA+d6UDGvBKSN4X8vvRHzH+PNZyegn3Wu+liXjq+4bnGdTdhPRdRFO9DjSb+rpAfaH21md4qRhCewIDAQAB"; npx:hasSignature "YvhyueaPK+johp+6Ki4tdGWECK57gsq89b1aBZDIjbiwMHLeANK+KHucFv+GbGRmdu+gROgapFM8wP4PEjjmO5nXn1RQTiK0v2sOH5p+LymzAMkgN5CPOFWmeIVeJ9Xpn66MRLCfP/We9QM979qL1omgaMNm+ONViF9yyqWzF10="; npx:hasSignatureTarget this:; npx:signedBy orcid:0009-0009-0118-9195 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "To test and explore views around I-ADOPT variables etc."; rdfs:label "NovaTest"; orcid:0000-0002-1267-0234, orcid:0000-0002-1297-3104, orcid:0009-0002-2913-1293 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0002-1267-0234 . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-01-27T08:18:45.298Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "iZkeVeB/gGDsc7jeDalqRGywCKA0NN9r8/PUnaUAyX9/b6hcr4CiD+XbDyzsMMpPwwQQ99TCAl38nTySfO0jlQh1tCNIMYjvOV9Ff1h8/6k9FPew/1Y5zZVyrIo3ysi1kjU1iRJ5ebsEOA4oVwi5XH3IOxRDf4yanz/pDSkMf6s="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description """Building on Pangeo's founding mission (established in 2016) of promoting open, reproducible, and scalable geoscience, this community focuses on European Earth Observation applications while bridging the gap from research to industry impact. Our focus: 1) Open, reproducible, scalable geoscience (core Pangeo values); 2) Transforming EO findings into machine-actionable knowledge bricks (nanopublications); 3) Creating application-ready contributions with full traceability; 4) Connecting European EO researchers, data scientists, and industry practitioners; Every insight becomes a traceable, citable building block for the next breakthrough."""; "2016-01-01T00:00:00.0+01:00"^^xsd:dateTime; rdfs:label "Pangeo community for open, reproducible, scalable geoscience."; orcid:0000-0002-1784-2920 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0002-1784-2920 . } sub:pubinfo { orcid:0000-0002-1784-2920 foaf:name "Anne Fouilloux" . this: dct:created "2026-01-26T06:17:37.520Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1784-2920; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQDWv2pJnmDsBOq8OlT1aSvYXSuWT34WOp4FYqEzdnn2F0kqzcFevBqWGZDxJWC0lqCrDEuNfp2QFyPe/+nES9dlHGYIhqPi68fwK6ZiNUotRFxXou+rjFznVvUxtCL8Ede79EBHwWN61QtwSIcU12bLoZsNPFlqQASQ93BJuKlihwIDAQAB"; npx:hasSignature "D0FM0hKr2CDtM9GdaanwPDEELpt3gr5SCzGAXEEYmiEirGEqYztf6Y7f52JmlEcfyukK6ElMnBv1HHXFvE6ULnWiljmeeBvmPTMqLfCIBeKb0d1h/kvU6c4vKrxYDmL0wxIvhabTDXNGjPL3ZwU7OfXvPorIAKkBOEAWZKWtzRE="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1784-2920 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "\"Investigating whether DGGS can address key barriers in Earth observation, from spatial data harmonization to AI-ready multi-source integration and analytical reproducibility."; "2026-01-01T00:00:00.0+01:00"^^xsd:dateTime; rdfs:label "Discrete Global Grid Systems for Earth Observation"; orcid:0000-0002-1784-2920 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0002-1784-2920 . } sub:pubinfo { orcid:0000-0002-1784-2920 foaf:name "Anne Fouilloux" . this: dct:created "2026-01-25T09:29:19.798Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1784-2920; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQDWv2pJnmDsBOq8OlT1aSvYXSuWT34WOp4FYqEzdnn2F0kqzcFevBqWGZDxJWC0lqCrDEuNfp2QFyPe/+nES9dlHGYIhqPi68fwK6ZiNUotRFxXou+rjFznVvUxtCL8Ede79EBHwWN61QtwSIcU12bLoZsNPFlqQASQ93BJuKlihwIDAQAB"; npx:hasSignature "ayOKHqnLsjmdYgW06oiXwCpTjH8o6fwFlnGBuIlGTxxg6tfxVIcxPSrqpxZ4vwN15+zMBiMxA5Qzu4qhJe/dwMUZWyDG01vnAY8MyuvteZJjiriPNKQPZeiVJZg76UpP6nCWtEkhOcfXhhsPfYZw7EFDtU9Da6thOL0qDmLrimY="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1784-2920 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description """

This is the group around FAIR Implementation Profiles (FIPs).

External links:

"""; rdfs:label "FAIR Implementation Profile (FIP) group"; orcid:0000-0002-1267-0234, orcid:0000-0003-2195-3997 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0002-1267-0234 . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-01-21T10:19:10.337Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:supersedes ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "iRFVJbZLCRC3IpELGFStQl35TxJPsKYh8ABwSZW5PvDRxaK+Q0vf6wvpTzQkvRubNhJdkMPfoLKNoRLNfThwXkA4/P7KYW7atrfM8k63A2dnbNAabOYZJK6+cyySbPjFxwnEzLdoOE0GbmDamoHQzNeLfxKLqrvf2wvIRI3QTl4="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "The group working on the FAIRification Framework."; rdfs:label "FAIRification Framework group"; orcid:0000-0002-1267-0234, orcid:0000-0002-1784-2920, orcid:0000-0003-2195-3997, orcid:0000-0003-4112-6825 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0002-1267-0234 . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-01-14T14:11:31.689Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:supersedes ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "k+BppfRQme2sd1eWRyHhqERFJZo5wJe0e+0SBTWZIMRZYt2xb68n2RT4WN2fd76lO7hi4bFJORMOQgsMVpt3v0+w9A/4orsuHmyL2bX9zNhmGWSjLV5/wN5ChR01HVOKn6SfbheIMziRfwLH9fXvzINHCsPzsQmu2EZfXpJyUKA="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description """

Researchers spend the majority of their time twofold - producing output and then looking for the output of others to, in turn, help them produce more output. For both of these activities, computers assist us. Unfortunately, the latter activity is a challenge because we often provide information in a way that is hard for the computer to understand; computers like structured information to provide meaningful knowledge. Therefore, the more structured our research output, the better computers can help us with our research.


LEIbits is a lean approach to self-reporting research findings in a structured way so that you can in turn more easily find and use them with the help of the computer. For more information see: https://doi.org/10.5281/zenodo.15222956

"""; rdfs:label "LEIbits | Leiden University Publication Bits"; ; orcid:0000-0002-1267-0234, orcid:0000-0002-4182-7560, orcid:0000-0002-4930-2662 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0002-1267-0234 . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-01-14T09:09:13.899Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "Nldl39mE490ZKGOzK7+CMcOKCIPUSEHbHy5OJ8PW6G2yX2ZfHX+xsXzFYSqq1OFLBKMrH/ekgcp9YML9hwxvR/WiFWISL7QsCVVhnI4Fdz8Cv3fd+swoDJCt3m/y4aSyfRta0p1242uhVNejy3ic0LAzcbZ4kMJRHRxVqAJPZxA="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "This is a community on discussing how GenAI can and should be combined with Knowledge Graph."; rdfs:label "GenAI with Knowledge Graphs"; orcid:0000-0002-1267-0234 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0002-1267-0234 . } sub:pubinfo { orcid:0000-0002-1267-0234 foaf:name "Tobias Kuhn" . this: dct:created "2026-01-13T12:25:19.311Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:introduces ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQD4Wj537OijfOWVtsHMznuXKISqBhtGDQZfdO6pbb4hg9EHMcUFGTLbWaPrP783PHv8HMAAPjvEkHLaOHMIknqhaIa5236lfBO3r+ljVdYBElBcLvROmwG+ZGtmPNZf7lMhI15xf5TfoaSa84AFRd5J2EXekK6PhaFQhRm1IpSYtwIDAQAB"; npx:hasSignature "9WDuMILh1OjjuxTvaAVBu6bAsp3Jw83U+CmSrwdTshmm6iRaoZ8feLbeAB2i1oVX7iblIb0biDXkdMO+KIV8wa2PDzSl+2fFAwDHu632ayuvxHbisvCMLMZYKId9sWO/5lQknQYWM4nbLfnbWY8S7G3aQvu78g3IF8vrH2pisgM="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description "Nanosuggestions are a way to express suggestions in a machine-actionable fashion using nanopublications. These suggestions might include bug reports, feature requests or communications of a similar nature."; rdfs:label "Nanosuggestions"; orcid:0000-0001-9488-1870, orcid:0000-0002-1267-0234 . } sub:provenance { sub:assertion prov:wasAttributedTo orcid:0000-0001-9488-1870 . } sub:pubinfo { orcid:0000-0001-9488-1870 foaf:name "Daniel Mietchen" . this: dct:created "2026-01-09T20:56:57.411Z"^^xsd:dateTime; dct:creator orcid:0000-0001-9488-1870; dct:license ; npx:introduces ; npx:supersedes ; npx:wasCreatedAt ; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCW+VopfbAsAusLtasUe5QnVQL4ovdEXZRd7/44ZfSOuSYBr9BOFBxBoxBpfdCij85m1UHz3Dvb9YLSfx8oSyhdGhBFO4m6zimJ1hpnHQe5jA1cvF6PRYznWgQAhwC4RaYhZJ4MkzVMxXmWTI+8hYRn4oC2+qsg7DJjiS+cttD3tQIDAQAB"; npx:hasSignature "C9t0AuPVdWfMM14AneuOh4Z1nxRQXzwma+Wuq+ZQbSYGxEp2spBd2lfLn7omD8h80u2JUv3ogDrDmFduBSDE+sMSQ+SYXLjy4w6duN1wuae40ckeA/qV4bxRK5KjwhGw6WoMMWOJhUWQrDz1EsyGStuV2k/MqS/5HfrPKPSPfLA="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0001-9488-1870 . } @prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix nt: . @prefix npx: . @prefix xsd: . @prefix rdfs: . @prefix orcid: . @prefix prov: . @prefix foaf: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a , ; dct:description """

This workshop explores how researchers can systematically document rich context information on their research projects —from project details and research domain information to methods and data—to enhance research reproducibility and transparency. We introduce nanopublications as a solution for creating machine-actionable metadata that can be embedded directly into research workflows, from grant applications through data management planning to final reporting. Participants will discover how FAIR principles support transparent, reproducible science and learn practical strategies for generating the desired context information without adding burden to research processes. In a hands-on exercise, participants may create their own nanopublications (bring your ORCID and laptop, if you want to do this!), and explore how this approach benefits both current research organization and future knowledge generation. Designed for researchers, data stewards, funders, and policy makers, this workshop combines theoretical insights with practical demonstrations of nanopublication tools and frameworks, enabling participants to implement reproducibility practices within their own research contexts.

Event website

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This is the 27th edition of the Nano Sessions series.

Zoom: https://vu-live.zoom.us/j/91057846609?pwd=ON5eF2Ovs1fY8KQUCnEvSM2Eltfod1.1

This session will feature:

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Come join the Fearless Early Nanopub Adopter Club! :)

This club is for everyone who is experimenting with nanopublications or wants to do so. Just join this club by pressing the \"+\" button next to \"Members\", login with ORCID, and assign yourself as member. Or, if you experience difficulties with this process, just write an email to tobias@knowledgepixels.com.

Members of this club get prioritized feature requests and can claim a free one-on-one call with a core nanopublication/Nanodash developer.

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