Triple
T14229218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Belgian universities |
E352706
|
entity |
| Predicate | includeInstitution |
P3814
|
FINISHED |
| Object |
Louvain School of Management
Louvain School of Management is a leading Belgian business school known for its research-driven management education and internationally recognized programs.
|
E547273
|
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: Louvain School of Management | Statement: [Belgian universities, includeInstitution, Louvain School of Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louvain School of Management Context triple: [Belgian universities, includeInstitution, Louvain School of Management]
-
A.
Solvay Business School
Solvay Business School is a leading Brussels-based business school known for its rigorous economics and management programs and strong ties to industry and European institutions.
-
B.
SKEMA Business School
SKEMA Business School is a leading French grande école and international business school known for its global campuses and strong focus on innovation, management, and digital transformation.
-
C.
HEC Liège – Management School of the University of Liège
HEC Liège – Management School of the University of Liège is a leading Belgian business school offering management and economics education and research within the University of Liège.
-
D.
UCLouvain Louvain-la-Neuve
UCLouvain Louvain-la-Neuve is the main campus of the Université catholique de Louvain, a major French-speaking university located in the planned town of Louvain-la-Neuve in Walloon Brabant, Belgium.
-
E.
Université libre de Bruxelles
Université libre de Bruxelles is a major French-speaking public research university in Brussels, Belgium, known for its strong emphasis on academic freedom and scientific excellence.
- 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: Louvain School of Management Triple: [Belgian universities, includeInstitution, Louvain School of Management]
Generated description
Louvain School of Management is a leading Belgian business school known for its research-driven management education and internationally recognized programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louvain School of Management Target entity description: Louvain School of Management is a leading Belgian business school known for its research-driven management education and internationally recognized programs.
-
A.
Solvay Business School
Solvay Business School is a leading Brussels-based business school known for its rigorous economics and management programs and strong ties to industry and European institutions.
-
B.
SKEMA Business School
SKEMA Business School is a leading French grande école and international business school known for its global campuses and strong focus on innovation, management, and digital transformation.
-
C.
HEC Liège – Management School of the University of Liège
HEC Liège – Management School of the University of Liège is a leading Belgian business school offering management and economics education and research within the University of Liège.
-
D.
UCLouvain Louvain-la-Neuve
chosen
UCLouvain Louvain-la-Neuve is the main campus of the Université catholique de Louvain, a major French-speaking university located in the planned town of Louvain-la-Neuve in Walloon Brabant, Belgium.
-
E.
Université libre de Bruxelles
Université libre de Bruxelles is a major French-speaking public research university in Brussels, Belgium, known for its strong emphasis on academic freedom and scientific excellence.
- F. None of above.
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_69d8278adc7c8190a9218d69bce3c4e6 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de622a48508190bbfedb762bd1674d |
completed | April 14, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd2819bfec8190b555632338c53740 |
completed | May 8, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69fd2c3388f0819085aa203ec88fe81e |
completed | May 8, 2026, 12:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd2cc71b248190aa78697c5bc397e6 |
completed | May 8, 2026, 12:22 a.m. |
Created at: April 10, 2026, 1:07 a.m.