Triple

T3406755
Position Surface form Disambiguated ID Type / Status
Subject Cotonou E71791 entity
Predicate hasUniversity P113 FINISHED
Object University of Abomey-Calavi (campuses in Cotonou)
The University of Abomey-Calavi is one of Benin’s largest and most important public universities, offering a wide range of academic programs and research activities across multiple campuses, including those in Cotonou.
 E355884 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 Abomey-Calavi (campuses in Cotonou) | Statement: [Cotonou, hasUniversity, University of Abomey-Calavi (campuses in Cotonou)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Abomey-Calavi (campuses in Cotonou)
Context triple: [Cotonou, hasUniversity, University of Abomey-Calavi (campuses in Cotonou)]
  • A. University of Benin
    The University of Benin is a major Nigerian public university located in Benin City, recognized for its wide range of academic programs and research contributions.
  • B. Université Omar Bongo
    Université Omar Bongo is a major public university in Gabon, recognized as the country’s principal institution of higher education and research.
  • C. Université Félix Houphouët-Boigny
    Université Félix Houphouët-Boigny is the largest and most prominent public university in Côte d'Ivoire, located in Abidjan and serving as a major center for higher education and research in West Africa.
  • D. University of Bamako
    The University of Bamako is a major public higher education institution in Mali’s capital, serving as a central hub for academic research and professional training in the country.
  • E. Gamal Abdel Nasser University of Conakry
    Gamal Abdel Nasser University of Conakry is a major public higher education and research institution in Guinea’s capital, known especially for its programs in science, technology, and medicine.
  • 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 Abomey-Calavi (campuses in Cotonou)
Triple: [Cotonou, hasUniversity, University of Abomey-Calavi (campuses in Cotonou)]
Generated description
The University of Abomey-Calavi is one of Benin’s largest and most important public universities, offering a wide range of academic programs and research activities across multiple campuses, including those in Cotonou.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Abomey-Calavi (campuses in Cotonou)
Target entity description: The University of Abomey-Calavi is one of Benin’s largest and most important public universities, offering a wide range of academic programs and research activities across multiple campuses, including those in Cotonou.
  • A. University of Benin
    The University of Benin is a major Nigerian public university located in Benin City, recognized for its wide range of academic programs and research contributions.
  • B. Université Omar Bongo
    Université Omar Bongo is a major public university in Gabon, recognized as the country’s principal institution of higher education and research.
  • C. Université Félix Houphouët-Boigny
    Université Félix Houphouët-Boigny is the largest and most prominent public university in Côte d'Ivoire, located in Abidjan and serving as a major center for higher education and research in West Africa.
  • D. University of Bamako
    The University of Bamako is a major public higher education institution in Mali’s capital, serving as a central hub for academic research and professional training in the country.
  • E. Gamal Abdel Nasser University of Conakry
    Gamal Abdel Nasser University of Conakry is a major public higher education and research institution in Guinea’s capital, known especially for its programs in science, technology, and medicine.
  • 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_69ad85ac312481909e7027ced1456a9f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb8ec68c88190913df5f6cafad9e9 completed March 8, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bd8c0ec8190bd44d33fc031c845 completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34fbd85f081908dc7121e7f68a838 completed March 12, 2026, 11:43 p.m.
NED2 Entity disambiguation (via description) batch_69b350f1d2988190990417816bf5f028 completed March 12, 2026, 11:49 p.m.
Created at: March 8, 2026, 3:15 p.m.