Triple

T18262556
Position Surface form Disambiguated ID Type / Status
Subject Université de Lorraine E437398 entity
Predicate hasEngineeringSchool P52636 FINISHED
Object École Nationale Supérieure d’Électricité et de Mécanique (ENSEM)
École Nationale Supérieure d’Électricité et de Mécanique (ENSEM) is a French grande école of engineering specializing in electrical and mechanical engineering, located in Nancy and integrated into the Université de Lorraine.
E1314848 NE FINISHED

How this triple was built (5 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 Nationale Supérieure d’Électricité et de Mécanique (ENSEM) | Statement: [Université de Lorraine, hasEngineeringSchool, École Nationale Supérieure d’Électricité et de Mécanique (ENSEM)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: École Nationale Supérieure d’Électricité et de Mécanique (ENSEM)
Context triple: [Université de Lorraine, hasEngineeringSchool, École Nationale Supérieure d’Électricité et de Mécanique (ENSEM)]
  • A. École nationale supérieure d’arts et métiers
    École nationale supérieure d’arts et métiers is a prestigious French grande école specializing in engineering and industrial technologies, known for training high-level engineers and technical leaders.
  • B. Conservatoire national des arts et métiers
    The Conservatoire national des arts et métiers is a prestigious French public higher education and research institution specializing in engineering, technology, and applied sciences, with a historic mission to promote industrial and scientific progress.
  • C. École supérieure d'électricité
    École supérieure d'électricité, commonly known as Supélec, was a prestigious French grande école specializing in electrical engineering and related fields.
  • D. École Centrale des Arts et Manufactures
    École Centrale des Arts et Manufactures is a prestigious French engineering grande école renowned for training leading industrial and civil engineers.
  • E. École des Ingénieurs de la Ville de Paris
    École des Ingénieurs de la Ville de Paris was a prestigious French engineering school specializing in urban engineering and public works, particularly for the City of Paris.
  • 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 Nationale Supérieure d’Électricité et de Mécanique (ENSEM)
Triple: [Université de Lorraine, hasEngineeringSchool, École Nationale Supérieure d’Électricité et de Mécanique (ENSEM)]
Generated description
École Nationale Supérieure d’Électricité et de Mécanique (ENSEM) is a French grande école of engineering specializing in electrical and mechanical engineering, located in Nancy and integrated into the Université de Lorraine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: École Nationale Supérieure d’Électricité et de Mécanique (ENSEM)
Target entity description: École Nationale Supérieure d’Électricité et de Mécanique (ENSEM) is a French grande école of engineering specializing in electrical and mechanical engineering, located in Nancy and integrated into the Université de Lorraine.
  • A. École nationale supérieure d’arts et métiers
    École nationale supérieure d’arts et métiers is a prestigious French grande école specializing in engineering and industrial technologies, known for training high-level engineers and technical leaders.
  • B. Conservatoire national des arts et métiers
    The Conservatoire national des arts et métiers is a prestigious French public higher education and research institution specializing in engineering, technology, and applied sciences, with a historic mission to promote industrial and scientific progress.
  • C. École supérieure d'électricité
    École supérieure d'électricité, commonly known as Supélec, was a prestigious French grande école specializing in electrical engineering and related fields.
  • D. École Centrale des Arts et Manufactures
    École Centrale des Arts et Manufactures is a prestigious French engineering grande école renowned for training leading industrial and civil engineers.
  • E. École des Ingénieurs de la Ville de Paris
    École des Ingénieurs de la Ville de Paris was a prestigious French engineering school specializing in urban engineering and public works, particularly for the City of Paris.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasEngineeringSchool
Context triple: [Université de Lorraine, hasEngineeringSchool, École Nationale Supérieure d’Électricité et de Mécanique (ENSEM)]
  • A. hasTechnicalCollege chosen
    Indicates that an entity possesses, includes, or is associated with a technical college as part of its structure or offerings.
  • B. hasTechnicalUniversity
    Indicates that a place or organization possesses or hosts a technical university as part of its institutions or infrastructure.
  • C. hasSchoolIn
    Indicates that a school is located within or operates in a specified place or region.
  • D. hasColleges
    Indicates that an entity possesses, contains, or is associated with one or more colleges.
  • E. schoolOf
    Indicates that an educational institution is the one where a person studied, worked, or is otherwise academically affiliated.
  • F. None of above.

Provenance (6 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ff77882c81909774aefc57ccca3e completed April 19, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3f4a9e08190814c8fc05bf28d26 completed May 12, 2026, 11:12 p.m.
NEDg Description generation batch_6a03b4748aa48190a69855ba8e9563dd completed May 12, 2026, 11:15 p.m.
NED2 Entity disambiguation (via description) batch_6a03b4f794148190b01d310db48c2d6e completed May 12, 2026, 11:17 p.m.
PD Predicate disambiguation batch_69e44fcdee748190bae6fb76e0cb22f3 completed April 19, 2026, 3:45 a.m.
Created at: April 10, 2026, 10:34 a.m.