Triple

T1179111
Position Surface form Disambiguated ID Type / Status
Subject Clermont-Ferrand E25094 entity
Predicate hasUniversity P113 FINISHED
Object Université Clermont Auvergne
Université Clermont Auvergne is a French public university known for its research and teaching across a wide range of disciplines in the Auvergne region.
E152856 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: Université Clermont Auvergne | Statement: [Clermont-Ferrand, hasUniversity, Université Clermont Auvergne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Université Clermont Auvergne
Context triple: [Clermont-Ferrand, hasUniversity, Université Clermont Auvergne]
  • 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 Grenoble
    The University of Grenoble was a historic French higher education institution in Grenoble known for its strong programs in the humanities and sciences before being reorganized into several successor universities.
  • C. 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.
  • D. University of Nîmes
    The University of Nîmes is a French public higher education institution located in the city of Nîmes, offering multidisciplinary programs in areas such as law, arts, sciences, and social sciences.
  • E. 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.
  • 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: Université Clermont Auvergne
Triple: [Clermont-Ferrand, hasUniversity, Université Clermont Auvergne]
Generated description
Université Clermont Auvergne is a French public university known for its research and teaching across a wide range of disciplines in the Auvergne region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Université Clermont Auvergne
Target entity description: Université Clermont Auvergne is a French public university known for its research and teaching across a wide range of disciplines in the Auvergne region.
  • 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 Grenoble
    The University of Grenoble was a historic French higher education institution in Grenoble known for its strong programs in the humanities and sciences before being reorganized into several successor universities.
  • C. 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.
  • D. University of Nîmes
    The University of Nîmes is a French public higher education institution located in the city of Nîmes, offering multidisciplinary programs in areas such as law, arts, sciences, and social sciences.
  • E. 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.
  • 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_69a494267b4c819088c97a59182bf56a completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd1226fc819083d526ecd22af8ef completed March 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbf15b1e08190a9c75bc7bc467197 completed March 8, 2026, 12:13 a.m.
NEDg Description generation batch_69acbfa308148190a27f5433abcb2a18 completed March 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69acc0912bf481909bd27111b4daaa0b completed March 8, 2026, 12:19 a.m.
Created at: March 1, 2026, 7:45 p.m.