Triple

T1079649
Position Surface form Disambiguated ID Type / Status
Subject Pierre Bourdieu E23917 entity
Predicate employer P7 FINISHED
Object École des hautes études en sciences sociales
École des hautes études en sciences sociales is a prestigious French graduate institution in Paris renowned for advanced research and teaching in the social sciences and humanities.
E188121 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 des hautes études en sciences sociales | Statement: [Pierre Bourdieu, employer, École des hautes études en sciences sociales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: École des hautes études en sciences sociales
Context triple: [Pierre Bourdieu, employer, École des hautes études en sciences sociales]
  • A. Sciences Po
    Sciences Po is a prestigious French university renowned for its programs in political science, international relations, and social sciences.
  • B. Université Marc-Bloch
    Université Marc-Bloch was a humanities-focused French university in Strasbourg that later became part of the reconstituted University of Strasbourg.
  • 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. Université Paris Nanterre
    Université Paris Nanterre is a major French public university in the Paris region, known for its strong programs in law, social sciences, and humanities and its historic role in the May 1968 student protests.
  • E. Université de Versailles Saint-Quentin-en-Yvelines
    Université de Versailles Saint-Quentin-en-Yvelines is a French public university in the Île-de-France region known for its programs in science, engineering, social sciences, and environmental studies.
  • 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 des hautes études en sciences sociales
Triple: [Pierre Bourdieu, employer, École des hautes études en sciences sociales]
Generated description
École des hautes études en sciences sociales is a prestigious French graduate institution in Paris renowned for advanced research and teaching in the social sciences and humanities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: École des hautes études en sciences sociales
Target entity description: École des hautes études en sciences sociales is a prestigious French graduate institution in Paris renowned for advanced research and teaching in the social sciences and humanities.
  • A. Sciences Po
    Sciences Po is a prestigious French university renowned for its programs in political science, international relations, and social sciences.
  • B. Université Marc-Bloch
    Université Marc-Bloch was a humanities-focused French university in Strasbourg that later became part of the reconstituted University of Strasbourg.
  • 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. Université Paris Nanterre
    Université Paris Nanterre is a major French public university in the Paris region, known for its strong programs in law, social sciences, and humanities and its historic role in the May 1968 student protests.
  • E. Université de Versailles Saint-Quentin-en-Yvelines
    Université de Versailles Saint-Quentin-en-Yvelines is a French public university in the Île-de-France region known for its programs in science, engineering, social sciences, and environmental studies.
  • 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_69a493f1ddf48190a99d54b00e99f8ce completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b94509d08190964509ea4a2d7912 completed March 1, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad67f0651881909314e8761a7a7a5b completed March 8, 2026, 12:13 p.m.
NEDg Description generation batch_69ad6918ebd4819085cd74c172e5c72e completed March 8, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_69ad697d0edc8190b94e61b57f0c65ee completed March 8, 2026, 12:20 p.m.
Created at: March 1, 2026, 7:42 p.m.