Triple

T9975554
Position Surface form Disambiguated ID Type / Status
Subject University of Lyon E196317 entity
Predicate hasMember P10 FINISHED
Object École Nationale des Travaux Publics de l'État
École Nationale des Travaux Publics de l'État is a prestigious French grande école specializing in civil engineering and public works, training high-level engineers and officials for infrastructure and territorial development.
E834046 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 Nationale des Travaux Publics de l'État | Statement: [University of Lyon, hasMember, École Nationale des Travaux Publics de l'État]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: École Nationale des Travaux Publics de l'État
Context triple: [University of Lyon, hasMember, École Nationale des Travaux Publics de l'État]
  • A. École des Ponts et Chaussées
    École des Ponts et Chaussées is one of France’s oldest and most prestigious engineering schools, renowned for training civil engineers and leaders in infrastructure, transportation, and environmental engineering.
  • B. 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.
  • C. 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.
  • D. National School of Engineering
    The National School of Engineering is a leading Haitian engineering institution within the State University of Haiti, training professionals in fields such as civil, electrical, and mechanical engineering.
  • E. École d’architecture de la ville et des territoires Paris-Est
    École d’architecture de la ville et des territoires Paris-Est was a French architecture school near Paris known for its focus on urban planning, territorial development, and innovative architectural education.
  • 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 des Travaux Publics de l'État
Triple: [University of Lyon, hasMember, École Nationale des Travaux Publics de l'État]
Generated description
École Nationale des Travaux Publics de l'État is a prestigious French grande école specializing in civil engineering and public works, training high-level engineers and officials for infrastructure and territorial development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: École Nationale des Travaux Publics de l'État
Target entity description: École Nationale des Travaux Publics de l'État is a prestigious French grande école specializing in civil engineering and public works, training high-level engineers and officials for infrastructure and territorial development.
  • A. École des Ponts et Chaussées
    École des Ponts et Chaussées is one of France’s oldest and most prestigious engineering schools, renowned for training civil engineers and leaders in infrastructure, transportation, and environmental engineering.
  • B. 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.
  • C. 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.
  • D. National School of Engineering
    The National School of Engineering is a leading Haitian engineering institution within the State University of Haiti, training professionals in fields such as civil, electrical, and mechanical engineering.
  • E. École d’architecture de la ville et des territoires Paris-Est
    École d’architecture de la ville et des territoires Paris-Est was a French architecture school near Paris known for its focus on urban planning, territorial development, and innovative architectural education.
  • 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_69ca82eea2b88190a0e511d21a31f386 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb84b47308190aa2f94fa7320cdc3 completed April 2, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69d257c9f6cc81908256dc1e8d6c3fea completed April 5, 2026, 12:38 p.m.
NEDg Description generation batch_69d258b6d9c0819096dbd3e85dc6adfc completed April 5, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69d25981db3c8190b7b4935cdcc1fe1c completed April 5, 2026, 12:45 p.m.
Created at: March 30, 2026, 8:48 p.m.