Triple
T5468350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Liège |
E122768
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
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.
|
E523300
|
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: HEC Liège – Management School of the University of Liège | Statement: [University of Liège, hasFaculty, HEC Liège – Management School of the University of Liège]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HEC Liège – Management School of the University of Liège Context triple: [University of Liège, hasFaculty, HEC Liège – Management School of the University of Liège]
-
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.
EDHEC Business School
EDHEC Business School is a leading French grande école and international business school renowned for its finance programs, research, and global campuses.
-
C.
Audencia Business School
Audencia Business School is a prestigious French grande école de commerce known for its high-ranking management programs and international focus.
-
D.
Grenoble École de Management
Grenoble École de Management is a leading French business school renowned for its strong focus on technology, innovation, and international management education.
-
E.
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.
- 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: HEC Liège – Management School of the University of Liège Triple: [University of Liège, hasFaculty, HEC Liège – Management School of the University of Liège]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HEC Liège – Management School of the University of Liège Target entity description: 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.
-
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.
EDHEC Business School
EDHEC Business School is a leading French grande école and international business school renowned for its finance programs, research, and global campuses.
-
C.
Audencia Business School
Audencia Business School is a prestigious French grande école de commerce known for its high-ranking management programs and international focus.
-
D.
Grenoble École de Management
Grenoble École de Management is a leading French business school renowned for its strong focus on technology, innovation, and international management education.
-
E.
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.
- 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_69bd4643f16081908d7f29e08096115a |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd92198ea08190a08357f3756572a2 |
completed | March 20, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf48903dc48190b4e5a0c22545d6cc |
completed | March 22, 2026, 1:40 a.m. |
| NEDg | Description generation | batch_69bf4c5821e4819084671d314d3501d1 |
completed | March 22, 2026, 1:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4cd7bc9c8190adafb3eb12c669d2 |
completed | March 22, 2026, 1:58 a.m. |
Created at: March 20, 2026, 2:09 p.m.