Triple
T5023399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valenciennes |
E112910
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Université Polytechnique Hauts-de-France
Université Polytechnique Hauts-de-France is a French public university known for its focus on science, technology, and engineering, located in the city of Valenciennes in northern France.
|
E488915
|
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 Polytechnique Hauts-de-France | Statement: [Valenciennes, hasUniversity, Université Polytechnique Hauts-de-France]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Université Polytechnique Hauts-de-France Context triple: [Valenciennes, hasUniversity, Université Polytechnique Hauts-de-France]
-
A.
University of Lille
The University of Lille is a major French public research university located in the city of Lille, known for its large student population and broad range of academic disciplines.
-
B.
Université Paris-Est
Université Paris-Est is a French higher education and research consortium in the Paris region that brings together several universities and prestigious grandes écoles.
-
C.
Université de Lorraine
Université de Lorraine is a major French public research university located in the Grand Est region, known for its multidisciplinary programs and strong emphasis on science, engineering, and technology.
-
D.
University of Nancy
The University of Nancy was a French higher education institution known for its strong programs in mathematics and sciences and for educating influential figures such as Alexander Grothendieck.
-
E.
University of Orléans
The University of Orléans is a historic French university, renowned as a major Renaissance center for legal and humanist studies that attracted many prominent scholars and reformers.
- 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 Polytechnique Hauts-de-France Triple: [Valenciennes, hasUniversity, Université Polytechnique Hauts-de-France]
Generated description
Université Polytechnique Hauts-de-France is a French public university known for its focus on science, technology, and engineering, located in the city of Valenciennes in northern France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Université Polytechnique Hauts-de-France Target entity description: Université Polytechnique Hauts-de-France is a French public university known for its focus on science, technology, and engineering, located in the city of Valenciennes in northern France.
-
A.
University of Lille
The University of Lille is a major French public research university located in the city of Lille, known for its large student population and broad range of academic disciplines.
-
B.
Université Paris-Est
Université Paris-Est is a French higher education and research consortium in the Paris region that brings together several universities and prestigious grandes écoles.
-
C.
Université de Lorraine
Université de Lorraine is a major French public research university located in the Grand Est region, known for its multidisciplinary programs and strong emphasis on science, engineering, and technology.
-
D.
University of Nancy
The University of Nancy was a French higher education institution known for its strong programs in mathematics and sciences and for educating influential figures such as Alexander Grothendieck.
-
E.
University of Orléans
The University of Orléans is a historic French university, renowned as a major Renaissance center for legal and humanist studies that attracted many prominent scholars and reformers.
- 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_69bd4435c2f48190be593158cbfcf8a3 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73670578819099a56112950708a8 |
completed | March 20, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c60de2c81908208f93a4bd0ce55 |
completed | March 21, 2026, 1:25 p.m. |
| NEDg | Description generation | batch_69be9dfae0688190a1b6112adfce72d9 |
completed | March 21, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9e902e3881909f2662cf8f086cd9 |
completed | March 21, 2026, 1:35 p.m. |
Created at: March 20, 2026, 1:36 p.m.