Triple

T783672
Position Surface form Disambiguated ID Type / Status
Subject Ghent University E16553 entity
Predicate hasDoctoralSchool P19585 FINISHED
Object Doctoral Schools of Ghent University
The Doctoral Schools of Ghent University are the university’s structured framework for organizing, supporting, and enhancing PhD training and research across its various disciplines.
E16553 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: Doctoral Schools of Ghent University | Statement: [Ghent University, hasDoctoralSchool, Doctoral Schools of Ghent University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctoral Schools of Ghent University
Context triple: [Ghent University, hasDoctoralSchool, Doctoral Schools of Ghent University]
  • A. Ghent University
    Ghent University is a major public research university in Ghent, Belgium, known for its broad range of academic programs and strong international research profile.
  • B. Conference of Rectors of the Universities in Belgium
    The Conference of Rectors of the Universities in Belgium is a national association that brings together the leaders of Belgian universities to coordinate higher education policy, representation, and collaboration.
  • C. Catholic University of Leuven
    The Catholic University of Leuven is a historic Belgian institution of higher education and research that emerged from the medieval University of Leuven and became a major center of Catholic scholarship in Europe.
  • D. Vrije Universiteit Brussel
    Vrije Universiteit Brussel is a major Dutch-speaking research university in Brussels, Belgium, known for its strong emphasis on academic freedom, innovation, and international collaboration.
  • E. Universiteiten van Nederland
    Universiteiten van Nederland is the association representing Dutch research universities, coordinating their collective interests in education, research, and policy.
  • 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: Doctoral Schools of Ghent University
Triple: [Ghent University, hasDoctoralSchool, Doctoral Schools of Ghent University]
Generated description
The Doctoral Schools of Ghent University are the university’s structured framework for organizing, supporting, and enhancing PhD training and research across its various disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctoral Schools of Ghent University
Target entity description: The Doctoral Schools of Ghent University are the university’s structured framework for organizing, supporting, and enhancing PhD training and research across its various disciplines.
  • A. Ghent University chosen
    Ghent University is a major public research university in Ghent, Belgium, known for its broad range of academic programs and strong international research profile.
  • B. Conference of Rectors of the Universities in Belgium
    The Conference of Rectors of the Universities in Belgium is a national association that brings together the leaders of Belgian universities to coordinate higher education policy, representation, and collaboration.
  • C. Catholic University of Leuven
    The Catholic University of Leuven is a historic Belgian institution of higher education and research that emerged from the medieval University of Leuven and became a major center of Catholic scholarship in Europe.
  • D. Vrije Universiteit Brussel
    Vrije Universiteit Brussel is a major Dutch-speaking research university in Brussels, Belgium, known for its strong emphasis on academic freedom, innovation, and international collaboration.
  • E. Universiteiten van Nederland
    Universiteiten van Nederland is the association representing Dutch research universities, coordinating their collective interests in education, research, and policy.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasDoctoralSchool
Context triple: [Ghent University, hasDoctoralSchool, Doctoral Schools of Ghent University]
  • A. hasDoctoralProgram
    Indicates that an institution or academic unit offers and administers a doctoral-level degree program.
  • B. hasDoctoralPrograms
    Indicates that an institution offers one or more doctoral-level academic degree programs.
  • C. hasDoctoralDegreeFrom
    Indicates that an individual holds a doctoral-level academic degree that was awarded by a specified institution.
  • D. hasMedicalCollege
    Indicates that one entity possesses, hosts, or includes a medical college as part of its organization or structure.
  • E. studiedUnder
    Indicates that one entity received instruction, training, or mentorship from another, typically in an academic or apprenticeship context.
  • F. None of above. chosen

Provenance (7 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_69a4936ad1fc81908f190208059ccf78 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a7686d0881908c2a4395059be02c completed March 1, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6733c2e608190962440d6ef637784 completed March 3, 2026, 5:35 a.m.
NEDg Description generation batch_69a673ccc2308190a887ada146290de8 completed March 3, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69a6742d7ba881909385cbc51a2ed7bd completed March 3, 2026, 5:39 a.m.
PD Predicate disambiguation batch_69a4a50db97c8190a1c55673f4a357b4 completed March 1, 2026, 8:43 p.m.
PDg Predicate description generation batch_69a4a67e69288190b3dc278c5bd94155 completed March 1, 2026, 8:50 p.m.
Created at: March 1, 2026, 7:37 p.m.