Triple

T15562029
Position Surface form Disambiguated ID Type / Status
Subject École nationale supérieure d’arts et métiers E371022 entity
Predicate shortName P43 FINISHED
Object ENSAM
ENSAM is a prestigious French grande école of engineering known for its strong focus on mechanical and industrial engineering and its nationwide network of campuses.
 E1163510 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: ENSAM | Statement: [École nationale supérieure d’arts et métiers, shortName, ENSAM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ENSAM
Context triple: [École nationale supérieure d’arts et métiers, shortName, ENSAM]
  • A. ENAS
    ENAS (Efficient Neural Architecture Search) is a method that dramatically reduces the computational cost of neural architecture search by sharing parameters among many candidate architectures within a single super-network.
  • B. Ense
    Ense is a municipality in the Soest district of North Rhine-Westphalia, Germany, situated along the Möhne River and known for its rural character and historic villages.
  • C. ENS
    ENS is a common abbreviation for the École Normale Supérieure, a prestigious French grande école known for its elite training in the sciences and humanities.
  • D. ENSBA
    ENSBA is the commonly used abbreviation for the École des Beaux-Arts, a prestigious French fine arts school renowned for its influence on art and architecture.
  • E. ENAC
    ENAC is the School of Architecture, Civil and Environmental Engineering at EPFL in Switzerland, encompassing education and research in the built and natural environment.
  • 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: ENSAM
Triple: [École nationale supérieure d’arts et métiers, shortName, ENSAM]
Generated description
ENSAM is a prestigious French grande école of engineering known for its strong focus on mechanical and industrial engineering and its nationwide network of campuses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ENSAM
Target entity description: ENSAM is a prestigious French grande école of engineering known for its strong focus on mechanical and industrial engineering and its nationwide network of campuses.
  • A. ENAS
    ENAS (Efficient Neural Architecture Search) is a method that dramatically reduces the computational cost of neural architecture search by sharing parameters among many candidate architectures within a single super-network.
  • B. Ense
    Ense is a municipality in the Soest district of North Rhine-Westphalia, Germany, situated along the Möhne River and known for its rural character and historic villages.
  • C. ENS
    ENS is a common abbreviation for the École Normale Supérieure, a prestigious French grande école known for its elite training in the sciences and humanities.
  • D. ENSBA
    ENSBA is the commonly used abbreviation for the École des Beaux-Arts, a prestigious French fine arts school renowned for its influence on art and architecture.
  • E. ENAC
    ENAC is the School of Architecture, Civil and Environmental Engineering at EPFL in Switzerland, encompassing education and research in the built and natural environment.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ddb4c0c81909b3f4c75c91f7f3f completed April 16, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456821988190971539b683f6c656 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff46f44b2c81909f65f0ab455c6549 completed May 9, 2026, 2:38 p.m.
NED2 Entity disambiguation (via description) batch_69ff477a63b48190a453cf669dfda228 completed May 9, 2026, 2:40 p.m.
Created at: April 10, 2026, 4:09 a.m.