Triple
T14531095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EM Lyon Business School |
E340916
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
Saint-Étienne campus
Saint-Étienne campus is one of emlyon business school’s French sites, offering business and management programs within the Saint-Étienne metropolitan area.
|
E1105664
|
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: Saint-Étienne campus | Statement: [EM Lyon Business School, hasCampus, Saint-Étienne campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saint-Étienne campus Context triple: [EM Lyon Business School, hasCampus, Saint-Étienne campus]
-
A.
Clermont-Ferrand campus
Clermont-Ferrand campus is the main university site of Université Clermont Auvergne, hosting a wide range of academic, research, and student life facilities in the city of Clermont-Ferrand, France.
-
B.
Bourges campus
Bourges campus is a satellite campus of the University of Orléans located in the city of Bourges, France, hosting various academic programs and student facilities.
-
C.
Écully campus
Écully campus is the main site of emlyon business school near Lyon, France, known for hosting its flagship business and management programs in a modern, innovation-focused environment.
-
D.
Dijon campus
The Dijon campus is one of Sciences Po’s regional campuses in France, specializing in Central and Eastern European studies within the university’s international undergraduate program.
-
E.
Marseille campus
The Marseille campus is a major site of Aix-Marseille University, hosting a wide range of academic, research, and student life facilities in the city of Marseille, France.
- 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: Saint-Étienne campus Triple: [EM Lyon Business School, hasCampus, Saint-Étienne campus]
Generated description
Saint-Étienne campus is one of emlyon business school’s French sites, offering business and management programs within the Saint-Étienne metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saint-Étienne campus Target entity description: Saint-Étienne campus is one of emlyon business school’s French sites, offering business and management programs within the Saint-Étienne metropolitan area.
-
A.
Clermont-Ferrand campus
Clermont-Ferrand campus is the main university site of Université Clermont Auvergne, hosting a wide range of academic, research, and student life facilities in the city of Clermont-Ferrand, France.
-
B.
Bourges campus
Bourges campus is a satellite campus of the University of Orléans located in the city of Bourges, France, hosting various academic programs and student facilities.
-
C.
Écully campus
Écully campus is the main site of emlyon business school near Lyon, France, known for hosting its flagship business and management programs in a modern, innovation-focused environment.
-
D.
Dijon campus
The Dijon campus is one of Sciences Po’s regional campuses in France, specializing in Central and Eastern European studies within the university’s international undergraduate program.
-
E.
Marseille campus
The Marseille campus is a major site of Aix-Marseille University, hosting a wide range of academic, research, and student life facilities in the city of Marseille, France.
- 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_69d822dac79c8190a84a073f3cbaced5 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dea052d01c81909c8592c351be6f35 |
completed | April 14, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ab24f8c8190bb0e68ebb854844d |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8b686ef081908b3f3ddedde12685 |
completed | May 8, 2026, 7:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8c9920108190ae4eea3e1d990ea2 |
completed | May 8, 2026, 7:11 a.m. |
Created at: April 10, 2026, 1:22 a.m.