Triple

T5751688
Position Surface form Disambiguated ID Type / Status
Subject Dunkirk, France E126867 entity
Predicate hasUniversity P113 FINISHED
Object 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.
 E543859 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 du Littoral Côte d’Opale campus | Statement: [Dunkirk, France, hasUniversity, Université du Littoral Côte d’Opale campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Université du Littoral Côte d’Opale campus
Context triple: [Dunkirk, France, hasUniversity, Université du Littoral Côte d’Opale campus]
  • A. 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.
  • B. 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.
  • 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. Lille Catholic University
    Lille Catholic University is a private Catholic higher education institution in Lille, France, offering a wide range of academic programs and research activities.
  • E. University of Toulon
    The University of Toulon is a French public university located in the Provence-Alpes-Côte d’Azur region, offering a range of academic and research programs in fields such as science, technology, law, economics, and the humanities.
  • 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 du Littoral Côte d’Opale campus
Triple: [Dunkirk, France, hasUniversity, Université du Littoral Côte d’Opale campus]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Université du Littoral Côte d’Opale campus
Target entity description: 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.
  • A. 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.
  • B. 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.
  • 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. Lille Catholic University
    Lille Catholic University is a private Catholic higher education institution in Lille, France, offering a wide range of academic programs and research activities.
  • E. University of Toulon
    The University of Toulon is a French public university located in the Provence-Alpes-Côte d’Azur region, offering a range of academic and research programs in fields such as science, technology, law, economics, and the humanities.
  • 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_69c00832aedc81909899801b141fa3b4 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0288b580c81909e1289982b106695 completed March 22, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e3a50b88190a943b2d91d3c5b8e completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c0880ef8608190a602c7b9c7f753fb completed March 23, 2026, 12:23 a.m.
NED2 Entity disambiguation (via description) batch_69c088cff95481908a8e04e763269062 completed March 23, 2026, 12:26 a.m.
Created at: March 22, 2026, 3:48 p.m.