Triple

T782033
Position Surface form Disambiguated ID Type / Status
Subject Nantes E16517 entity
Predicate hasUniversity P113 FINISHED
Object 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.
E129396 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 Nantes | Statement: [Nantes, hasUniversity, University of Nantes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Nantes
Context triple: [Nantes, hasUniversity, University of Nantes]
  • 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 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.
  • 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 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.
  • 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 Nantes
Triple: [Nantes, hasUniversity, University of Nantes]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Nantes
Target entity description: 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.
  • 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 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.
  • 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 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.
  • 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_69a4936ad1fc81908f190208059ccf78 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a765ba688190ab328bb159583077 completed March 1, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac598bddf88190afc565deec2357a1 completed March 7, 2026, 4:59 p.m.
NEDg Description generation batch_69ac5a8106f881908889e779b43931b9 completed March 7, 2026, 5:04 p.m.
NED2 Entity disambiguation (via description) batch_69ac5ae66abc81909f1d9a563e9e7248 completed March 7, 2026, 5:05 p.m.
Created at: March 1, 2026, 7:37 p.m.