Triple

T6848560
Position Surface form Disambiguated ID Type / Status
Subject ESSEC Business School E157956 entity
Predicate campus P269 FINISHED
Object Cergy campus
Cergy campus is the main site of ESSEC Business School in the Paris metropolitan area, known for hosting its flagship business and management programs.
E624082 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: Cergy campus | Statement: [ESSEC Business School, campus, Cergy campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cergy campus
Context triple: [ESSEC Business School, campus, Cergy campus]
  • A. Saint-Quentin-en-Yvelines campus
    Saint-Quentin-en-Yvelines campus is a major site of the Université de Versailles Saint-Quentin-en-Yvelines, hosting a range of academic, research, and student life facilities in the Yvelines department near Paris.
  • B. Mantes-en-Yvelines campus
    Mantes-en-Yvelines campus is a satellite site of the Université de Versailles Saint-Quentin-en-Yvelines that hosts various academic programs and research activities in the Yvelines department of the Île-de-France region.
  • C. Vélizy campus
    Vélizy campus is a site of the Université de Versailles Saint-Quentin-en-Yvelines located in Vélizy-Villacoublay, France, hosting higher education and research facilities.
  • D. Noisy-le-Grand campus
    Noisy-le-Grand campus is a primary site of the ESIEE Paris engineering school located in the eastern suburbs of Paris, France.
  • E. Nouville campus
    Nouville campus is the main campus of the University of New Caledonia, located in Nouméa and serving as a central hub for the institution’s teaching, research, and student life.
  • 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: Cergy campus
Triple: [ESSEC Business School, campus, Cergy campus]
Generated description
Cergy campus is the main site of ESSEC Business School in the Paris metropolitan area, known for hosting its flagship business and management programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cergy campus
Target entity description: Cergy campus is the main site of ESSEC Business School in the Paris metropolitan area, known for hosting its flagship business and management programs.
  • A. Saint-Quentin-en-Yvelines campus
    Saint-Quentin-en-Yvelines campus is a major site of the Université de Versailles Saint-Quentin-en-Yvelines, hosting a range of academic, research, and student life facilities in the Yvelines department near Paris.
  • B. Mantes-en-Yvelines campus
    Mantes-en-Yvelines campus is a satellite site of the Université de Versailles Saint-Quentin-en-Yvelines that hosts various academic programs and research activities in the Yvelines department of the Île-de-France region.
  • C. Vélizy campus
    Vélizy campus is a site of the Université de Versailles Saint-Quentin-en-Yvelines located in Vélizy-Villacoublay, France, hosting higher education and research facilities.
  • D. Noisy-le-Grand campus
    Noisy-le-Grand campus is a primary site of the ESIEE Paris engineering school located in the eastern suburbs of Paris, France.
  • E. Nouville campus
    Nouville campus is the main campus of the University of New Caledonia, located in Nouméa and serving as a central hub for the institution’s teaching, research, and student life.
  • 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_69c6882ed4c081909dc465a7cf8838be completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d7ce3e7481908e0472b8faafa473 completed March 27, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fcdf3888190b95b2ce10964793b completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c7364f945081909ea72e90931dbf24 completed March 28, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69c736fad2d08190b5c07d2c74f9e94c completed March 28, 2026, 2:03 a.m.
Created at: March 27, 2026, 2:20 p.m.