Triple

T2096255
Position Surface form Disambiguated ID Type / Status
Subject Émile Durkheim E32787 entity
Predicate employer P7 FINISHED
Object University of Bordeaux
The University of Bordeaux is a major French public research university historically notable as a pioneering center for sociology, where Émile Durkheim held one of the first academic chairs in the discipline.
E376933 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: University of Bordeaux | Statement: [Émile Durkheim, employer, University of Bordeaux]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Bordeaux
Context triple: [Émile Durkheim, employer, University of Bordeaux]
  • A. University of Toulouse
    The University of Toulouse is a historic French higher education and research institution located in the city of Toulouse, known for its strong programs in science, engineering, and the humanities.
  • B. University of Nantes
    The University of Nantes is a major French public university located in the city of Nantes, offering a wide range of academic programs and research activities across multiple disciplines.
  • C. University of Clermont-Ferrand
    The University of Clermont-Ferrand was a French higher education institution in Clermont-Ferrand known for its role in mid-20th-century academic life and for employing notable intellectuals such as Michel Foucault.
  • D. University of Orléans
    The University of Orléans is a historic French university, renowned as a major Renaissance center for legal and humanist studies that attracted many prominent scholars and reformers.
  • E. University of Montpellier
    The University of Montpellier is one of the oldest universities in the world, a major French public research institution renowned for its strengths in medicine, science, and law.
  • 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: University of Bordeaux
Triple: [Émile Durkheim, employer, University of Bordeaux]
Generated description
The University of Bordeaux is a major French public research university historically notable as a pioneering center for sociology, where Émile Durkheim held one of the first academic chairs in the discipline.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Bordeaux
Target entity description: The University of Bordeaux is a major French public research university historically notable as a pioneering center for sociology, where Émile Durkheim held one of the first academic chairs in the discipline.
  • A. University of Toulouse
    The University of Toulouse is a historic French higher education and research institution located in the city of Toulouse, known for its strong programs in science, engineering, and the humanities.
  • B. University of Nantes
    The University of Nantes is a major French public university located in the city of Nantes, offering a wide range of academic programs and research activities across multiple disciplines.
  • C. University of Clermont-Ferrand
    The University of Clermont-Ferrand was a French higher education institution in Clermont-Ferrand known for its role in mid-20th-century academic life and for employing notable intellectuals such as Michel Foucault.
  • D. University of Orléans
    The University of Orléans is a historic French university, renowned as a major Renaissance center for legal and humanist studies that attracted many prominent scholars and reformers.
  • E. University of Montpellier
    The University of Montpellier is one of the oldest universities in the world, a major French public research institution renowned for its strengths in medicine, science, and law.
  • 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_69a885eba0708190999696a45cbec816 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abba9b1f048190b82adfb7d8814173 completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69b48810202c8190a2a8d5ae849b6d9e completed March 13, 2026, 9:56 p.m.
NEDg Description generation batch_69b48a9a55fc8190bc7de7c2c1e9bf76 completed March 13, 2026, 10:07 p.m.
NED2 Entity disambiguation (via description) batch_69b4a3d9377481909bc0392a1176601b completed March 13, 2026, 11:55 p.m.
Created at: March 4, 2026, 7:43 p.m.