Triple
T1002130
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wallonia |
E21626
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E122768
|
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 Liège | Statement: [Wallonia, hasUniversity, University of Liège]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Liège Context triple: [Wallonia, hasUniversity, University of Liège]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
University of Neuchâtel
The University of Neuchâtel is a public Swiss university located in the French-speaking city of Neuchâtel, known for its research and teaching in fields such as law, economics, humanities, and natural sciences.
-
E.
University of Strasbourg
The University of Strasbourg is a major French public research university known for its long academic tradition, multidisciplinary programs, and location in the historic city of Strasbourg near the German border.
- 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 Liège Triple: [Wallonia, hasUniversity, University of Liège]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Liège Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
University of Neuchâtel
The University of Neuchâtel is a public Swiss university located in the French-speaking city of Neuchâtel, known for its research and teaching in fields such as law, economics, humanities, and natural sciences.
-
E.
University of Strasbourg
The University of Strasbourg is a major French public research university known for its long academic tradition, multidisciplinary programs, and location in the historic city of Strasbourg near the German border.
- 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_69ac428ba1d88190bd2fd9d3de699291 |
completed | March 7, 2026, 3:21 p.m. |
| NEDg | Description generation | batch_69ac42f4d51c81908a39c05213da4633 |
completed | March 7, 2026, 3:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac436720a88190b88ffd74956f5bf5 |
completed | March 7, 2026, 3:25 p.m. |
Created at: March 1, 2026, 7:41 p.m.