Triple

T380708
Position Surface form Disambiguated ID Type / Status
Subject Valence E8671 entity
Predicate hasUniversityInstitution P783 FINISHED
Object Université Grenoble Alpes campus in Valence
Université Grenoble Alpes campus in Valence is a regional branch of the Université Grenoble Alpes that offers higher education and research programs serving students in the Drôme-Ardèche area of southeastern France.
E48517 NE FINISHED

How this triple was built (5 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 Grenoble Alpes campus in Valence | Statement: [Valence, hasUniversityInstitution, Université Grenoble Alpes campus in Valence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Université Grenoble Alpes campus in Valence
Context triple: [Valence, hasUniversityInstitution, Université Grenoble Alpes campus in Valence]
  • A. Université Paris-Saclay
    Université Paris-Saclay is a leading French research-intensive university cluster near Paris, renowned for its strengths in science, engineering, and innovation.
  • B. Université Côte d’Azur
    Université Côte d’Azur is a French public research university based in the French Riviera region, known for its interdisciplinary programs and strong emphasis on innovation and international collaboration.
  • C. University of Strasbourg
    The University of Strasbourg is a major French public research university known for its long academic tradition, multidisciplinary programs, and location in the historic city of Strasbourg near the German border.
  • D. 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.
  • E. University of Neuchâtel
    The University of Neuchâtel is a public Swiss university located in the French-speaking city of Neuchâtel, known for its research and teaching in fields such as law, economics, humanities, and natural sciences.
  • 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 Grenoble Alpes campus in Valence
Triple: [Valence, hasUniversityInstitution, Université Grenoble Alpes campus in Valence]
Generated description
Université Grenoble Alpes campus in Valence is a regional branch of the Université Grenoble Alpes that offers higher education and research programs serving students in the Drôme-Ardèche area of southeastern France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Université Grenoble Alpes campus in Valence
Target entity description: Université Grenoble Alpes campus in Valence is a regional branch of the Université Grenoble Alpes that offers higher education and research programs serving students in the Drôme-Ardèche area of southeastern France.
  • A. Université Paris-Saclay
    Université Paris-Saclay is a leading French research-intensive university cluster near Paris, renowned for its strengths in science, engineering, and innovation.
  • B. Université Côte d’Azur
    Université Côte d’Azur is a French public research university based in the French Riviera region, known for its interdisciplinary programs and strong emphasis on innovation and international collaboration.
  • C. University of Strasbourg
    The University of Strasbourg is a major French public research university known for its long academic tradition, multidisciplinary programs, and location in the historic city of Strasbourg near the German border.
  • D. 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.
  • E. University of Neuchâtel
    The University of Neuchâtel is a public Swiss university located in the French-speaking city of Neuchâtel, known for its research and teaching in fields such as law, economics, humanities, and natural sciences.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasUniversityInstitution
Context triple: [Valence, hasUniversityInstitution, Université Grenoble Alpes campus in Valence]
  • A. hasMajorUniversity
    Indicates that a location or region contains at least one prominent, large, or academically significant university.
  • B. hasPublicUniversityCampus chosen
    Indicates that a public university maintains or operates a campus at the specified location.
  • C. hasFormerInstitution
    Indicates that an entity was previously affiliated with, employed by, or enrolled in a particular institution in the past.
  • D. associatedWithInstitution
    Indicates that an entity has a formal or recognized connection or affiliation with an institution.
  • E. servesInstitution
    Indicates that one entity provides services or functions in support of a particular institution.
  • F. None of above.

Provenance (6 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec2c95088190a603bb1ee076ebd6 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3faffa5848190b77503516f3d0ba6 completed March 1, 2026, 8:38 a.m.
NEDg Description generation batch_69a3fb912d9881909d8eb02cdae70163 completed March 1, 2026, 8:40 a.m.
NED2 Entity disambiguation (via description) batch_69a3fd99e73c8190b5a92856ca0a4b82 completed March 1, 2026, 8:49 a.m.
PD Predicate disambiguation batch_69a2e964d4b481909290e474b0341e3c completed Feb. 28, 2026, 1:11 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.