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.