Triple

T717427
Position Surface form Disambiguated ID Type / Status
Subject Occitanie E14341 entity
Predicate hasUniversity P113 FINISHED
Object 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.
E92718 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 Toulouse | Statement: [Occitanie, hasUniversity, University of Toulouse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Toulouse
Context triple: [Occitanie, hasUniversity, University of Toulouse]
  • A. 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.
  • B. University of Aix-Marseille
    The University of Aix-Marseille is a major French public research university in the Provence region, known for its long academic tradition and broad range of disciplines.
  • C. University of Reims Champagne-Ardenne
    The University of Reims Champagne-Ardenne is a French public university located in the Grand Est region, known for its multidisciplinary programs and research in fields such as science, humanities, law, and health.
  • D. University of Bourges
    The University of Bourges was a prominent Renaissance-era French university renowned for its law faculty, which attracted many notable European jurists and statesmen.
  • E. University of Angers
    The University of Angers is a French public university located in Angers, known for its long academic tradition and comprehensive range of disciplines in law, humanities, sciences, and professional 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: University of Toulouse
Triple: [Occitanie, hasUniversity, University of Toulouse]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Toulouse
Target entity description: 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.
  • A. 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.
  • B. University of Aix-Marseille
    The University of Aix-Marseille is a major French public research university in the Provence region, known for its long academic tradition and broad range of disciplines.
  • C. University of Reims Champagne-Ardenne
    The University of Reims Champagne-Ardenne is a French public university located in the Grand Est region, known for its multidisciplinary programs and research in fields such as science, humanities, law, and health.
  • D. University of Bourges
    The University of Bourges was a prominent Renaissance-era French university renowned for its law faculty, which attracted many notable European jurists and statesmen.
  • E. University of Angers
    The University of Angers is a French public university located in Angers, known for its long academic tradition and comprehensive range of disciplines in law, humanities, sciences, and professional 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_69a4934a36e081909e7abef98b898a4e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a577658881909c12951d63d96377 completed March 1, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a673329a0c8190b725b9863ba4c162 completed March 3, 2026, 5:35 a.m.
NEDg Description generation batch_69a673afbd308190863aea2ff0f650cb completed March 3, 2026, 5:37 a.m.
NED2 Entity disambiguation (via description) batch_69a6743f50d0819089885836b9668466 completed March 3, 2026, 5:40 a.m.
Created at: March 1, 2026, 7:37 p.m.