https://w3id.org/np/RALyOabgB4coZ24ShEqg9VPlg-Kg6_R_9Q-4yfyVV4jRY
.trig | .trig.txt | .jelly | .jelly.txt | .jsonld | .jsonld.txt | .nq | .nq.txt | .xml | .xml.txt
@prefix this: <https://w3id.org/np/RALyOabgB4coZ24ShEqg9VPlg-Kg6_R_9Q-4yfyVV4jRY> .
@prefix sub: <https://w3id.org/np/RALyOabgB4coZ24ShEqg9VPlg-Kg6_R_9Q-4yfyVV4jRY/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix nt: <https://w3id.org/np/o/ntemplate/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix orcid: <https://orcid.org/> .
@prefix gen: <https://w3id.org/kpxl/gen/terms/> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix npx: <http://purl.org/nanopub/x/> .
@prefix pk: <https://w3id.org/probknow/ontology/> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix foaf: <http://xmlns.com/foaf/0.1/> .
sub:Head {
this: a np:Nanopublication;
np:hasAssertion sub:assertion;
np:hasProvenance sub:provenance;
np:hasPublicationInfo sub:pubinfo .
}
sub:assertion {
dct:identifier rdfs:label "has the identifier" .
rdf:type rdfs:label "is a" .
rdfs:comment rdfs:label "has the comment" .
rdfs:label rdfs:label "has the label" .
sub:assessment a nt:ExternalUriPlaceholder, nt:IntroducedResource;
rdfs:label "identifier of the assessment";
nt:hasPrefix "https://w3id.org/probknow/resource/assessment/";
nt:hasPrefixLabel "pkr:assessment/" .
sub:confidence a nt:LiteralPlaceholder;
rdfs:label "the model's confidence in its probability, from 0 to 1";
nt:hasDatatype xsd:double .
sub:evidenceAgainst a nt:LongLiteralPlaceholder;
rdfs:label "a point of evidence against the hypothesis" .
sub:evidenceFor a nt:LongLiteralPlaceholder;
rdfs:label "a point of evidence supporting the hypothesis" .
sub:hypothesis a nt:ExternalUriPlaceholder;
rdfs:label "the hypothesis being evaluated";
nt:hasPrefix "https://w3id.org/probknow/resource/hypothesis/";
nt:hasPrefixLabel "pkr:hypothesis/" .
sub:hypothesisCode a nt:LiteralPlaceholder;
rdfs:label "the hypothesis code (e.g. H1)" .
sub:hypothesisLabel a nt:LiteralPlaceholder;
rdfs:label "the hypothesis in one sentence" .
sub:label a nt:LiteralPlaceholder;
rdfs:label "short label of the assessment" .
sub:model a nt:ExternalUriPlaceholder;
rdfs:label "the language model that made the assessment";
nt:hasPrefix "https://w3id.org/probknow/resource/model/";
nt:hasPrefixLabel "pkr:model/" .
sub:modelLabel a nt:LiteralPlaceholder;
rdfs:label "the model's name and version" .
sub:probability a nt:LiteralPlaceholder;
rdfs:label "probability that the hypothesis is true, from 0 to 1";
nt:hasDatatype xsd:double .
sub:reasoning a nt:LongLiteralPlaceholder;
rdfs:label "the model's reasoning" .
sub:st01 rdf:object pk:LLMClaimAssessment;
rdf:predicate rdf:type;
rdf:subject sub:assessment;
nt:statementOrder "1" .
sub:st02 rdf:object sub:label;
rdf:predicate rdfs:label;
rdf:subject sub:assessment;
nt:statementOrder "2" .
sub:st03 rdf:object sub:hypothesis;
rdf:predicate pk:evaluatesHypothesis;
rdf:subject sub:assessment;
nt:statementOrder "3" .
sub:st04 rdf:object sub:hypothesisLabel;
rdf:predicate rdfs:label;
rdf:subject sub:hypothesis;
nt:statementOrder "4" .
sub:st05 a nt:OptionalStatement;
rdf:object sub:hypothesisCode;
rdf:predicate dct:identifier;
rdf:subject sub:hypothesis;
nt:statementOrder "5" .
sub:st06 rdf:object sub:model;
rdf:predicate pk:assessedBy;
rdf:subject sub:assessment;
nt:statementOrder "6" .
sub:st07 rdf:object pk:Model;
rdf:predicate rdf:type;
rdf:subject sub:model;
nt:statementOrder "7" .
sub:st08 rdf:object sub:modelLabel;
rdf:predicate rdfs:label;
rdf:subject sub:model;
nt:statementOrder "8" .
sub:st09 a nt:OptionalStatement;
rdf:object sub:probability;
rdf:predicate pk:hasProbability;
rdf:subject sub:assessment;
nt:statementOrder "9" .
sub:st10 a nt:OptionalStatement;
rdf:object sub:confidence;
rdf:predicate pk:hasConfidence;
rdf:subject sub:assessment;
nt:statementOrder "10" .
sub:st11 a nt:OptionalStatement;
rdf:object sub:verdict;
rdf:predicate pk:hasVerdict;
rdf:subject sub:assessment;
nt:statementOrder "11" .
sub:st12 a nt:OptionalStatement;
rdf:object sub:reasoning;
rdf:predicate rdfs:comment;
rdf:subject sub:assessment;
nt:statementOrder "12" .
sub:st13 a nt:OptionalStatement, nt:RepeatableStatement;
rdf:object sub:evidenceFor;
rdf:predicate pk:evidenceFor;
rdf:subject sub:assessment;
nt:statementOrder "13" .
sub:st14 a nt:OptionalStatement, nt:RepeatableStatement;
rdf:object sub:evidenceAgainst;
rdf:predicate pk:evidenceAgainst;
rdf:subject sub:assessment;
nt:statementOrder "14" .
sub:template a nt:AssertionTemplate;
dct:description "An assessment of a ProbKnow hypothesis made by a language model acting as evaluator: the model's probability that the hypothesis is true, its self-reported confidence, a verdict, its reasoning, and the points of evidence for and against.";
dct:isVersionOf sub:llmAssessmentKind;
rdfs:label "ProbKnow LLM assessment of a hypothesis";
gen:governedBy <https://w3id.org/spaces/probknow>;
nt:hasNanopubLabelPattern "${label}";
nt:hasStatement sub:st01, sub:st02, sub:st03, sub:st04, sub:st05, sub:st06, sub:st07,
sub:st08, sub:st09, sub:st10, sub:st11, sub:st12, sub:st13, sub:st14;
nt:hasTag "ProbKnow";
nt:hasTargetNanopubType pk:LLMClaimAssessment .
sub:verdict a nt:LiteralPlaceholder;
rdfs:label "short categorical verdict (e.g. Plausible)" .
pk:LLMClaimAssessment rdfs:label "LLM claim assessment" .
pk:Model rdfs:label "language model" .
pk:assessedBy rdfs:label "is assessed by" .
pk:evaluatesHypothesis rdfs:label "evaluates the hypothesis" .
pk:evidenceAgainst rdfs:label "has evidence against" .
pk:evidenceFor rdfs:label "has evidence for" .
pk:hasConfidence rdfs:label "has the confidence" .
pk:hasProbability rdfs:label "has the probability" .
pk:hasVerdict rdfs:label "has the verdict" .
}
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 "2026-10-01T06:55:31Z"^^xsd:dateTime;
dct:creator orcid:0000-0002-1267-0234;
dct:license <https://creativecommons.org/licenses/by/4.0/>;
npx:embeds sub:template;
npx:introduces sub:llmAssessmentKind;
rdfs:label "ProbKnow LLM assessment of a hypothesis";
nt:wasCreatedFromProvenanceTemplate <https://w3id.org/np/RA7lSq6MuK_TIC6JMSHvLtee3lpLoZDOqLJCLXevnrPoU>;
nt:wasCreatedFromPubinfoTemplate <https://w3id.org/np/RACJ58Gvyn91LqCKIO9zu1eijDQIeEff28iyDrJgjSJF8>,
<https://w3id.org/np/RAukAcWHRDlkqxk7H2XNSegc1WnHI569INvNr-xdptDGI>;
nt:wasCreatedFromTemplate <https://w3id.org/np/RAWwJ-TzFhUJN5l6cTUIeCIUqqzS8ek-_zumlDczSUipk/template> .
sub:sig npx:hasAlgorithm "RSA";
npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCwUtewGCpT5vIfXYE1bmf/Uqu1ojqnWdYxv+ySO80ul8Gu7m8KoyPAwuvaPj0lvPtHrg000qMmkxzKhYknEjq8v7EerxZNYp5B3/3+5ZpuWOYAs78UnQVjbHSmDdmryr4D4VvvNIiUmd0yxci47dTFUj4DvfHnGd6hVe5+goqdcwIDAQAB";
npx:hasSignature "P9nssiNpyXLaHVWWPdOayUHpJUoIIhv3CaOd9IAGfajAmF5213Je0zRGIg3NvQ1iBnRXQi7bU5l4YVRIQaHEm35lUiqHV6wMFdYttIJuijSOIG2QIjSd0Be15OftxResGhaLrODJYAXpp8Q3tCtPiAHxQGLjMyGhPZ17kxVQ42M=";
npx:hasSignatureTarget this:;
npx:signedBy orcid:0000-0002-1267-0234 .
}