Triple

T3153783
Position Surface form Disambiguated ID Type / Status
Subject University of Orléans E65936 entity
Predicate hasInstitute P186 FINISHED
Object INSPE Centre-Val de Loire
INSPE Centre-Val de Loire is a French higher education institute specializing in teacher training and education sciences, serving the Centre-Val de Loire region.
E331400 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: INSPE Centre-Val de Loire | Statement: [University of Orléans, hasInstitute, INSPE Centre-Val de Loire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: INSPE Centre-Val de Loire
Context triple: [University of Orléans, hasInstitute, INSPE Centre-Val de Loire]
  • A. Angers campus
    Angers campus is the main university site in the city of Angers, France, hosting a range of academic faculties, research facilities, and student services for the University of Angers.
  • B. Rocquencourt
    Rocquencourt is a commune in north-central France that historically hosted key NATO military command facilities.
  • C. Cholet campus
    Cholet campus is a satellite campus of the University of Angers located in the town of Cholet, France, offering higher education programs and student services.
  • D. Poitiers campus
    Poitiers campus is the main site of the University of Poitiers, hosting a wide range of academic, research, and student life facilities in the city of Poitiers, France.
  • E. Poitiers campus
    Poitiers campus is one of Sciences Po’s regional campuses in France, known for its specialized programs and international focus.
  • 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: INSPE Centre-Val de Loire
Triple: [University of Orléans, hasInstitute, INSPE Centre-Val de Loire]
Generated description
INSPE Centre-Val de Loire is a French higher education institute specializing in teacher training and education sciences, serving the Centre-Val de Loire region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: INSPE Centre-Val de Loire
Target entity description: INSPE Centre-Val de Loire is a French higher education institute specializing in teacher training and education sciences, serving the Centre-Val de Loire region.
  • A. Angers campus
    Angers campus is the main university site in the city of Angers, France, hosting a range of academic faculties, research facilities, and student services for the University of Angers.
  • B. Rocquencourt
    Rocquencourt is a commune in north-central France that historically hosted key NATO military command facilities.
  • C. Cholet campus
    Cholet campus is a satellite campus of the University of Angers located in the town of Cholet, France, offering higher education programs and student services.
  • D. Poitiers campus
    Poitiers campus is the main site of the University of Poitiers, hosting a wide range of academic, research, and student life facilities in the city of Poitiers, France.
  • E. Poitiers campus
    Poitiers campus is one of Sciences Po’s regional campuses in France, known for its specialized programs and international focus.
  • 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_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5c3d6d481908c296e9e09c07f6f completed March 8, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b22503ba208190814ab2bfbe380c42 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b225ee67c48190879edf50981641ab completed March 12, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69b22659f79c81908f33769dff3cc57d completed March 12, 2026, 2:35 a.m.
Created at: March 8, 2026, 3:05 p.m.