Triple

T213810
Position Surface form Disambiguated ID Type / Status
Subject Emmanuel Macron E4773 entity
Predicate educatedAt P5 FINISHED
Object École nationale d'administration
The École nationale d'administration is an elite French grande école that has historically trained many of the country’s top civil servants and political leaders.
 E28931 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 d'administration | Statement: [Emmanuel Macron, educatedAt, École nationale d'administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: École nationale d'administration
Context triple: [Emmanuel Macron, educatedAt, École nationale d'administration]
  • A. Sciences Po
    Sciences Po is a prestigious French university renowned for its programs in political science, international relations, and social sciences.
  • B. 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.
  • C. Université Paris Cité
    Université Paris Cité is a major multidisciplinary public research university in Paris, France, formed from the merger of several historic Parisian institutions and known for its strong programs in science, medicine, and the humanities.
  • D. Sorbonne University
    Sorbonne University is a major public research university in Paris renowned for its historic humanities, science, and medical faculties.
  • E. HEC Montréal
    HEC Montréal is a leading French-language business school in Montreal, Canada, renowned for its management education and research.
  • 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 d'administration
Triple: [Emmanuel Macron, educatedAt, École nationale d'administration]
Generated description
The École nationale d'administration is an elite French grande école that has historically trained many of the country’s top civil servants and political leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: École nationale d'administration
Target entity description: The École nationale d'administration is an elite French grande école that has historically trained many of the country’s top civil servants and political leaders.
  • A. Sciences Po
    Sciences Po is a prestigious French university renowned for its programs in political science, international relations, and social sciences.
  • B. 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.
  • C. Université Paris Cité
    Université Paris Cité is a major multidisciplinary public research university in Paris, France, formed from the merger of several historic Parisian institutions and known for its strong programs in science, medicine, and the humanities.
  • D. Sorbonne University
    Sorbonne University is a major public research university in Paris renowned for its historic humanities, science, and medical faculties.
  • E. HEC Montréal
    HEC Montréal is a leading French-language business school in Montreal, Canada, renowned for its management education and research.
  • 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_69a2575cb1dc8190a01ad332426dc339 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c32ae208190a03d504ef43ea659 completed Feb. 28, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a35878158c81908fba5b3cb4bfd054 completed Feb. 28, 2026, 9:04 p.m.
NEDg Description generation batch_69a3598f22a08190898aec7b86cc06f4 completed Feb. 28, 2026, 9:09 p.m.
NED2 Entity disambiguation (via description) batch_69a359f3ee8c8190834a6e2dd90bc062 completed Feb. 28, 2026, 9:11 p.m.
Created at: Feb. 28, 2026, 2:52 a.m.