https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/Head https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/assertion https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/provenance https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/pubinfo https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/assertion https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/agendaItem http://purl.org/dc/terms/description Is all research worth considering? Even with a doubtful yes, the question becomes how to gain a holistic view of 180,000 Parkinson's disease (PD)-related papers. Large language models can read them, but they answer in a stochastic way, as they were trained. Knowledge graphs are a method to force the LLM to consider deterministic relations before answering. But constructing meaningful KGs by human effort is limited — as was our goal, twenty years ago, of creating a semantic web based on ontologies. sciai-lab constructs the ontology from the data it extracts from the literature. The first round used a simple schema that showed the LLM what to extract; by studying the extractions, each successive schema became more sophisticated. In the meantime we have built an ontology (v0.2, on BioPortal) with 21 entity types, 29 relation types and more than one million assertions. Every assertion is a femto-publication. We don't ask the researcher to change their ways. We are retrofitting the prose. https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/agendaItem http://purl.org/dc/terms/isPartOf https://w3id.org/spaces/nanopub/nanosessions/session35 https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/agendaItem http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/kpxl/gen/terms/AgendaItem https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/agendaItem http://www.w3.org/2000/01/rdf-schema#label Johannes Keizer: "sciai-lab: ontology-guided AI to mobilize research data" https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/provenance https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0009-0009-0118-9195 https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/pubinfo https://orcid.org/0009-0009-0118-9195 http://xmlns.com/foaf/0.1/name Virginia Balseiro https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 http://purl.org/dc/terms/created 2026-10-12T13:40:48.677Z https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 http://purl.org/dc/terms/creator https://orcid.org/0009-0009-0118-9195 https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 http://purl.org/nanopub/x/introduces https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/agendaItem https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 http://purl.org/nanopub/x/wasCreatedAt https://nanodash.knowledgepixels.com/ https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 http://www.w3.org/2000/01/rdf-schema#label Agenda item: Johannes Keizer: "sciai-lab: ontology-guided AI to mobilize research data" https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate https://w3id.org/np/RA7lSq6MuK_TIC6JMSHvLtee3lpLoZDOqLJCLXevnrPoU https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate https://w3id.org/np/RACJ58Gvyn91LqCKIO9zu1eijDQIeEff28iyDrJgjSJF8 https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate https://w3id.org/np/RAukAcWHRDlkqxk7H2XNSegc1WnHI569INvNr-xdptDGI https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RAS7it61imwNngMFOOsqmAU3POt3i-Rl0h7sKZbATo1kE https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/sig http://purl.org/nanopub/x/hasPublicKey MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCFJNRSo0AhDh7EfwM3nZXQbACb8v6F7tKGOj4Mnc/VuEu0CqzwyomaSvXmfwIKeHmCGCdIrL7tMes3U3K7qJ6c3m5j9U1SDBA+d6UDGvBKSN4X8vvRHzH+PNZyegn3Wu+liXjq+4bnGdTdhPRdRFO9DjSb+rpAfaH21md4qRhCewIDAQAB https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/sig http://purl.org/nanopub/x/hasSignature GICoOPjLT85S21m6cYemZt8WNYyDZIklsc1OJGgch3Xdwo1I8ZaetFplTtiVhAfys4iJY77yoCBUDzjFc6jW5V3bnn6Ke479/UDWylWURrgKENFE3TdtX/JqI0MpSfMlEFjKf9y2zeMEboI5cxHqvEk8tSSTg6hN11cExFQq3yI= https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0 https://w3id.org/np/RAZ2obCoaSzPvMpG9a1vRsQpXM3HCuQ5rOFPpRYxXVJY0/sig http://purl.org/nanopub/x/signedBy https://orcid.org/0009-0009-0118-9195 https://w3id.org/spaces/nanopub/nanosessions/session35 https://w3id.org/np/o/ntemplate/hasLabelFromApi Nano Session #35