Triple

T1451731
Position Surface form Disambiguated ID Type / Status
Subject OWL 2 QL E31305 entity
Predicate subClassOf P1244 FINISHED
Object Description Logic
Description Logic is a family of formal knowledge representation languages used to model and reason about the concepts and relationships within a domain, forming the logical foundation of ontology languages like OWL.
E165805 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Description Logic | Statement: [OWL 2 QL, subClassOf, Description Logic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Description Logic
Context triple: [OWL 2 QL, subClassOf, Description Logic]
  • A. Science of Logic
    Science of Logic is a foundational philosophical work by G.W.F. Hegel that systematically develops his dialectical method and metaphysical account of concepts, being, and reality.
  • B. Logic
    Logic is an American rapper, singer, songwriter, and record producer known for his intricate lyricism, concept albums, and work addressing mental health and social issues.
  • C. Logik
    Logik is a foundational work on formal logic by German philosopher and mathematician Gottlob Frege, contributing significantly to the development of modern logic and the philosophy of language.
  • D. Logic and Knowledge
    Logic and Knowledge is a collection of philosophical and logical essays by Bertrand Russell that includes influential papers on language, logic, and epistemology.
  • E. Introduction to Logical Theory
    Introduction to Logical Theory is a mid-20th-century philosophical work by P. F. Strawson that critically examines traditional formal logic and its relation to ordinary language.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Description Logic
Triple: [OWL 2 QL, subClassOf, Description Logic]
Generated description
Description Logic is a family of formal knowledge representation languages used to model and reason about the concepts and relationships within a domain, forming the logical foundation of ontology languages like OWL.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Description Logic
Target entity description: Description Logic is a family of formal knowledge representation languages used to model and reason about the concepts and relationships within a domain, forming the logical foundation of ontology languages like OWL.
  • A. Science of Logic
    Science of Logic is a foundational philosophical work by G.W.F. Hegel that systematically develops his dialectical method and metaphysical account of concepts, being, and reality.
  • B. Logic
    Logic is an American rapper, singer, songwriter, and record producer known for his intricate lyricism, concept albums, and work addressing mental health and social issues.
  • C. Logik
    Logik is a foundational work on formal logic by German philosopher and mathematician Gottlob Frege, contributing significantly to the development of modern logic and the philosophy of language.
  • D. Logic and Knowledge
    Logic and Knowledge is a collection of philosophical and logical essays by Bertrand Russell that includes influential papers on language, logic, and epistemology.
  • E. Introduction to Logical Theory
    Introduction to Logical Theory is a mid-20th-century philosophical work by P. F. Strawson that critically examines traditional formal logic and its relation to ordinary language.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: subClassOf
Context triple: [OWL 2 QL, subClassOf, Description Logic]
  • A. subclassOf chosen
    Indicates that one class is a more specific type of another class, inheriting its characteristics as a subset of it.
  • B. tiltingSubClass
    Indicates that one class is a specialized tilting-related subclass or refinement of another class within a hierarchical relationship.
  • C. hasSubConcept
    Indicates that one concept is a more specific, subordinate, or narrower idea within the scope of another, more general concept.
  • D. belongsToSubfamily
    Indicates that one entity is a member of, or classified within, a specific subfamily of another entity.
  • E. isClassifiedUnder
    Indicates that one entity is categorized or grouped within a broader class, type, or category represented by another entity.
  • F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a499171a28819085b993a3ac78e363 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c57bc0908190a57e6bc3d20d5e3c completed March 1, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08c6f7c881908d1ef9f7897895a6 completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad0a53fa6c8190bc44e8a3f9aec62f completed March 8, 2026, 5:34 a.m.
NED2 Entity disambiguation (via description) batch_69ad0aefb1c88190a368d68454a0b9d0 completed March 8, 2026, 5:36 a.m.
PD Predicate disambiguation batch_69a4c47cdbd0819092022344a2f4ad7b completed March 1, 2026, 10:58 p.m.
Created at: March 1, 2026, 8 p.m.