Triple

T8045061

Position	Surface form	Disambiguated ID	Type / Status
Subject	Arras	`E187526`	entity
Predicate	hasEducationalInstitution	`P113`	FINISHED
Object	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.	`E706902`	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: University of Artois (Arras campus) | Statement: [Arras, hasEducationalInstitution, University of Artois (Arras campus)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: University of Artois (Arras campus)
Context triple: [Arras, hasEducationalInstitution, University of Artois (Arras campus)]

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. University of Reims Champagne-Ardenne
The University of Reims Champagne-Ardenne is a French public university located in the Grand Est region, known for its multidisciplinary programs and research in fields such as science, humanities, law, and health.
C. 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.
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 Dijon
The University of Dijon was a French higher education institution in Dijon, historically known for its law and humanities faculties and for educating notable Central European political figures such as Edvard Beneš.
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: University of Artois (Arras campus)
Triple: [Arras, hasEducationalInstitution, University of Artois (Arras campus)]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: University of Artois (Arras campus)
Target entity description: 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.

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. University of Reims Champagne-Ardenne
The University of Reims Champagne-Ardenne is a French public university located in the Grand Est region, known for its multidisciplinary programs and research in fields such as science, humanities, law, and health.
C. 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.
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 Dijon
The University of Dijon was a French higher education institution in Dijon, historically known for its law and humanities faculties and for educating notable Central European political figures such as Edvard Beneš.
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_69ca82b00cb48190b59a300f70e97bd7`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb3f4c79388190aecee6e313071a17`	completed	March 31, 2026, 3:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cc570cfad08190a8ed35ef2a47f497`	completed	March 31, 2026, 11:21 p.m.
NEDg	Description generation	`batch_69cc58acba3c8190b7d09aa23b5f10f8`	completed	March 31, 2026, 11:28 p.m.
NED2	Entity disambiguation (via description)	`batch_69cc5cc9161c8190aae90f453f6d98c0`	completed	March 31, 2026, 11:46 p.m.

Created at: March 30, 2026, 5:24 p.m.