Triple
T12286693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Douai |
E292845
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object |
Université d’Artois campus
The Université d’Artois campus in Douai is a regional French higher education site offering university-level programs and research facilities as part of the Université d’Artois network.
|
E974911
|
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: Université d’Artois campus | Statement: [Douai, hasInstitution, Université d’Artois campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Université d’Artois campus Context triple: [Douai, hasInstitution, Université d’Artois campus]
-
A.
University of Artois (Arras campus)
The University of Artois (Arras campus) is a French public university site located in the city of Arras, offering a range of undergraduate and graduate programs across disciplines such as humanities, social sciences, law, and science.
-
B.
Université du Littoral Côte d’Opale campus
Université du Littoral Côte d’Opale campus is a French higher education and research institution located on the northern coast, serving as a key academic center for the Dunkirk area.
-
C.
Villeneuve-d’Ascq campus
Villeneuve-d’Ascq campus is a major site of the University of Lille, known for its large concentration of teaching, research, and student facilities in the Lille metropolitan area of northern France.
-
D.
Université d’Amiens
Université d’Amiens is a French higher education institution located in Amiens, known for its role in regional academic and research activities.
-
E.
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.
- 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: Université d’Artois campus Triple: [Douai, hasInstitution, Université d’Artois campus]
Generated description
The Université d’Artois campus in Douai is a regional French higher education site offering university-level programs and research facilities as part of the Université d’Artois network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Université d’Artois campus Target entity description: The Université d’Artois campus in Douai is a regional French higher education site offering university-level programs and research facilities as part of the Université d’Artois network.
-
A.
University of Artois (Arras campus)
The University of Artois (Arras campus) is a French public university site located in the city of Arras, offering a range of undergraduate and graduate programs across disciplines such as humanities, social sciences, law, and science.
-
B.
Université du Littoral Côte d’Opale campus
Université du Littoral Côte d’Opale campus is a French higher education and research institution located on the northern coast, serving as a key academic center for the Dunkirk area.
-
C.
Villeneuve-d’Ascq campus
Villeneuve-d’Ascq campus is a major site of the University of Lille, known for its large concentration of teaching, research, and student facilities in the Lille metropolitan area of northern France.
-
D.
Université d’Amiens
Université d’Amiens is a French higher education institution located in Amiens, known for its role in regional academic and research activities.
-
E.
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.
- 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_69d6ab690ad081908c0ed3870ec82d53 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91d1ffb208190a4b86d7d4ceee045 |
completed | April 10, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e7315608190963c714a0b128dbb |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f9493d081909a543bcafeb508d1 |
completed | May 2, 2026, 4 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f620ad9ec0819099909142fbad6412 |
completed | May 2, 2026, 4:05 p.m. |
Created at: April 8, 2026, 9:52 p.m.