@prefix this: . @prefix sub: . @prefix np: . @prefix nt: . @prefix xsd: . @prefix skos: . @prefix rdfs: . @prefix orcid: . @prefix gen: . @prefix dct: . @prefix rdf: . @prefix npx: . @prefix pk: . @prefix prov: . @prefix foaf: . 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: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 ; nt:statementOrder "1" . sub:st02 rdf:object sub:label; rdf:predicate rdfs:label; rdf:subject ; nt:statementOrder "2" . sub:st03 rdf:object sub:hypothesis; rdf:predicate pk:evaluatesHypothesis; rdf:subject ; 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 ; 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 ; nt:statementOrder "9" . sub:st10 a nt:OptionalStatement; rdf:object sub:confidence; rdf:predicate pk:hasConfidence; rdf:subject ; nt:statementOrder "10" . sub:st11 a nt:OptionalStatement; rdf:object sub:verdict; rdf:predicate pk:hasVerdict; rdf:subject ; nt:statementOrder "11" . sub:st12 a nt:OptionalStatement; rdf:object sub:reasoning; rdf:predicate rdfs:comment; rdf:subject ; nt:statementOrder "12" . sub:st13 a nt:OptionalStatement, nt:RepeatableStatement; rdf:object sub:evidenceFor; rdf:predicate pk:evidenceFor; rdf:subject ; nt:statementOrder "13" . sub:st14 a nt:OptionalStatement, nt:RepeatableStatement; rdf:object sub:evidenceAgainst; rdf:predicate pk:evidenceAgainst; rdf:subject ; 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. The assessment's identifier is minted from this nanopublication's artifact code."; dct:isVersionOf ; rdfs:label "ProbKnow LLM assessment of a hypothesis"; gen:governedBy ; 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" . a nt:IntroducedResource; rdfs:label "this assessment" . } 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 "2026-10-01T07:30:43Z"^^xsd:dateTime; dct:creator orcid:0000-0002-1267-0234; dct:license ; npx:embeds sub:template; npx:introduces ; npx:supersedes ; rdfs:label "ProbKnow LLM assessment of a hypothesis"; skos:changeNote "Introduced resources are now minted from the nanopublication's artifact code (pkr:/RA…), so they are unique by construction; the pipeline may still use its own ids under the same namespace. References to other ProbKnow resources are guided choices searched on the network."; nt:wasCreatedFromProvenanceTemplate ; nt:wasCreatedFromPubinfoTemplate , , , ; nt:wasCreatedFromTemplate . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCwUtewGCpT5vIfXYE1bmf/Uqu1ojqnWdYxv+ySO80ul8Gu7m8KoyPAwuvaPj0lvPtHrg000qMmkxzKhYknEjq8v7EerxZNYp5B3/3+5ZpuWOYAs78UnQVjbHSmDdmryr4D4VvvNIiUmd0yxci47dTFUj4DvfHnGd6hVe5+goqdcwIDAQAB"; npx:hasSignature "pP9PdG2yAL2QtjteObWxa7y4j2aJAJiQmtfP/H39hlg7E9UdmyEShVgLLlZUf4DgeLJ4S8XBhFt6RlSjM/sL6YkDHB+hrJcjefrh738ETOzc8LRFZfvSZxzxaoz6u9L/LjTRgteSsNzACsHv5W32twEtLqHy3aR2K3wsa6QXLJA="; npx:hasSignatureTarget this:; npx:signedBy orcid:0000-0002-1267-0234 . }