Triple
T14582183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Audencia Business School |
E342219
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
Nantes main campus
Nantes main campus is the primary site of Audencia Business School, hosting its core academic, administrative, and student life activities in Nantes, France.
|
E1157609
|
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: Nantes main campus | Statement: [Audencia Business School, hasCampus, Nantes main campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nantes main campus Context triple: [Audencia Business School, hasCampus, Nantes main campus]
-
A.
University of Nantes
The University of Nantes is a major French public university located in the city of Nantes, offering a wide range of academic programs and research activities across multiple disciplines.
-
B.
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.
-
C.
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.
-
D.
Angers campus
Angers campus is the main university site in the city of Angers, France, hosting a range of academic faculties, research facilities, and student services for the University of Angers.
-
E.
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.
- 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: Nantes main campus Triple: [Audencia Business School, hasCampus, Nantes main campus]
Generated description
Nantes main campus is the primary site of Audencia Business School, hosting its core academic, administrative, and student life activities in Nantes, France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nantes main campus Target entity description: Nantes main campus is the primary site of Audencia Business School, hosting its core academic, administrative, and student life activities in Nantes, France.
-
A.
University of Nantes
The University of Nantes is a major French public university located in the city of Nantes, offering a wide range of academic programs and research activities across multiple disciplines.
-
B.
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.
-
C.
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.
-
D.
Angers campus
Angers campus is the main university site in the city of Angers, France, hosting a range of academic faculties, research facilities, and student services for the University of Angers.
-
E.
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.
- 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_69d822ddc0f081909cd8163c7de298cd |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb41e71748190a1deacc819dd26d3 |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff218b93d48190a7e16c3934828aa8 |
completed | May 9, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69ff227b0060819092a08c897719849c |
completed | May 9, 2026, 12:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff238c841c8190b1a88aeb8c428cbc |
completed | May 9, 2026, 12:07 p.m. |
Created at: April 10, 2026, 1:24 a.m.