Triple

T1002131
Position Surface form Disambiguated ID Type / Status
Subject Wallonia E21626 entity
Predicate hasUniversity P113 FINISHED
Object University of Namur
The University of Namur is a Belgian higher education and research institution located in the city of Namur, offering a wide range of academic programs across various disciplines.
 E127822 NE FINISHED

How this triple was built (4 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: University of Namur | Statement: [Wallonia, hasUniversity, University of Namur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Namur
Context triple: [Wallonia, hasUniversity, University of Namur]
  • A. University of Liège
    The University of Liège is a major public research university in Liège, Belgium, known for its comprehensive academic programs and significant contributions to science and innovation in the French-speaking region.
  • B. 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.
  • 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. 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.
  • E. Lille Catholic University
    Lille Catholic University is a private Catholic higher education institution in Lille, France, offering a wide range of academic programs and research activities.
  • 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: University of Namur
Triple: [Wallonia, hasUniversity, University of Namur]
Generated description
The University of Namur is a Belgian higher education and research institution located in the city of Namur, offering a wide range of academic programs across various disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Namur
Target entity description: The University of Namur is a Belgian higher education and research institution located in the city of Namur, offering a wide range of academic programs across various disciplines.
  • A. University of Liège
    The University of Liège is a major public research university in Liège, Belgium, known for its comprehensive academic programs and significant contributions to science and innovation in the French-speaking region.
  • B. 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.
  • 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. 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.
  • E. Lille Catholic University
    Lille Catholic University is a private Catholic higher education institution in Lille, France, offering a wide range of academic programs and research activities.
  • F. None of above. chosen

Provenance (5 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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4fcbc04819098d2125518f62ae7 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac537f6bb08190a94eb40bcc821224 completed March 7, 2026, 4:34 p.m.
NEDg Description generation batch_69ac547824ec81908d82adc7bc4f2812 completed March 7, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_69ac54c54980819087b62aaeff80b9df completed March 7, 2026, 4:39 p.m.
Created at: March 1, 2026, 7:41 p.m.