Triple

T2908532
Position Surface form Disambiguated ID Type / Status
Subject Pierre Mauroy E63625 entity
Predicate educatedAt P5 FINISHED
Object École normale nationale d’apprentissage de Cachan
École normale nationale d’apprentissage de Cachan was a French teacher-training institution specializing in vocational and technical education, located in Cachan near Paris.
E498873 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: École normale nationale d’apprentissage de Cachan | Statement: [Pierre Mauroy, educatedAt, École normale nationale d’apprentissage de Cachan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: École normale nationale d’apprentissage de Cachan
Context triple: [Pierre Mauroy, educatedAt, École normale nationale d’apprentissage de Cachan]
  • A. École Normale (Paris)
    École Normale (Paris) is a prestigious French higher education institution in Paris known for training many of the country’s leading scientists, intellectuals, and educators.
  • B. Université d’Évry-Val-d’Essonne
    Université d’Évry-Val-d’Essonne is a French public university located in Évry, south of Paris, known for its programs in science, technology, and social sciences and its integration into the Paris-Saclay academic cluster.
  • C. Université de Versailles Saint-Quentin-en-Yvelines
    Université de Versailles Saint-Quentin-en-Yvelines is a French public university in the Île-de-France region known for its programs in science, engineering, social sciences, and environmental studies.
  • D. Collège de Juilly
    Collège de Juilly was a prestigious French Catholic boarding school near Paris, renowned from the 17th to 19th centuries for educating many prominent figures of the French elite.
  • E. Université Gustave Eiffel
    Université Gustave Eiffel is a French public research university specializing in transportation, urban planning, and sustainable cities, formed from the merger of several institutions including engineering and research schools.
  • 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: École normale nationale d’apprentissage de Cachan
Triple: [Pierre Mauroy, educatedAt, École normale nationale d’apprentissage de Cachan]
Generated description
École normale nationale d’apprentissage de Cachan was a French teacher-training institution specializing in vocational and technical education, located in Cachan near Paris.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: École normale nationale d’apprentissage de Cachan
Target entity description: École normale nationale d’apprentissage de Cachan was a French teacher-training institution specializing in vocational and technical education, located in Cachan near Paris.
  • A. École Normale (Paris)
    École Normale (Paris) is a prestigious French higher education institution in Paris known for training many of the country’s leading scientists, intellectuals, and educators.
  • B. Université d’Évry-Val-d’Essonne
    Université d’Évry-Val-d’Essonne is a French public university located in Évry, south of Paris, known for its programs in science, technology, and social sciences and its integration into the Paris-Saclay academic cluster.
  • C. Université de Versailles Saint-Quentin-en-Yvelines
    Université de Versailles Saint-Quentin-en-Yvelines is a French public university in the Île-de-France region known for its programs in science, engineering, social sciences, and environmental studies.
  • D. Collège de Juilly
    Collège de Juilly was a prestigious French Catholic boarding school near Paris, renowned from the 17th to 19th centuries for educating many prominent figures of the French elite.
  • E. Université Gustave Eiffel
    Université Gustave Eiffel is a French public research university specializing in transportation, urban planning, and sustainable cities, formed from the merger of several institutions including engineering and research schools.
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0d1dcf881909b3ae58d7cdfd9cd completed March 7, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69bed8f0f4088190ba66d5e3c6642c9a completed March 21, 2026, 5:44 p.m.
NEDg Description generation batch_69bed99bf7408190b9d647612e097350 completed March 21, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_69bed9b553008190a9a6309026598b6d completed March 21, 2026, 5:47 p.m.
Created at: March 6, 2026, 10:11 p.m.