Triple
T4314656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Montpellier |
E94157
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
Béziers campus
Béziers campus is a satellite campus of the University of Montpellier located in the city of Béziers, France, offering higher education and research facilities.
|
E435827
|
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: Béziers campus | Statement: [University of Montpellier, hasCampus, Béziers campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Béziers campus Context triple: [University of Montpellier, hasCampus, Béziers campus]
-
A.
Aix-en-Provence campus
Aix-en-Provence campus is a major site of Aix-Marseille University located in the historic city of Aix-en-Provence, hosting a wide range of academic, research, and student life facilities.
-
B.
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.
-
C.
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.
-
D.
Toulouse city campus
Toulouse city campus is an urban campus of the University of Toulouse, integrating university facilities into the heart of the city’s academic and cultural life.
-
E.
Montpellier city campus
Montpellier city campus is an urban campus of the University of Montpellier, integrating university facilities into the historic and modern fabric of the city of Montpellier in southern 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: Béziers campus Triple: [University of Montpellier, hasCampus, Béziers campus]
Generated description
Béziers campus is a satellite campus of the University of Montpellier located in the city of Béziers, France, offering higher education and research facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Béziers campus Target entity description: Béziers campus is a satellite campus of the University of Montpellier located in the city of Béziers, France, offering higher education and research facilities.
-
A.
Aix-en-Provence campus
Aix-en-Provence campus is a major site of Aix-Marseille University located in the historic city of Aix-en-Provence, hosting a wide range of academic, research, and student life facilities.
-
B.
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.
-
C.
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.
-
D.
Toulouse city campus
Toulouse city campus is an urban campus of the University of Toulouse, integrating university facilities into the heart of the city’s academic and cultural life.
-
E.
Montpellier city campus
Montpellier city campus is an urban campus of the University of Montpellier, integrating university facilities into the historic and modern fabric of the city of Montpellier in southern 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_69b3451886588190a3dd1305ea7c58dc |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b350f4448481908be2c7df9cc71bb9 |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e4ef0ca881908d9811183adc26c4 |
completed | March 14, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69b5e5b3ba208190b6cb5e40f9e744e8 |
completed | March 14, 2026, 10:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e62af694819086b3eddb71f591d2 |
completed | March 14, 2026, 10:50 p.m. |
Created at: March 12, 2026, 11:12 p.m.