Triple

T3312400
Position Surface form Disambiguated ID Type / Status
Subject Ouagadougou E69602 entity
Predicate hasUniversity P113 FINISHED
Object University Joseph Ki-Zerbo
University Joseph Ki-Zerbo is a major public university in Burkina Faso, recognized as one of the country’s leading centers for higher education and research.
E345727 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 Joseph Ki-Zerbo | Statement: [Ouagadougou, hasUniversity, University Joseph Ki-Zerbo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University Joseph Ki-Zerbo
Context triple: [Ouagadougou, hasUniversity, University Joseph Ki-Zerbo]
  • A. Cheikh Anta Diop University
    Cheikh Anta Diop University is a major public research university in Senegal and one of West Africa’s leading centers of higher education.
  • B. 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.
  • 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 Kinshasa
    The University of Kinshasa is a major public higher education and research institution in the Democratic Republic of the Congo’s capital city.
  • E. 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.
  • 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 Joseph Ki-Zerbo
Triple: [Ouagadougou, hasUniversity, University Joseph Ki-Zerbo]
Generated description
University Joseph Ki-Zerbo is a major public university in Burkina Faso, recognized as one of the country’s leading centers for higher education and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University Joseph Ki-Zerbo
Target entity description: University Joseph Ki-Zerbo is a major public university in Burkina Faso, recognized as one of the country’s leading centers for higher education and research.
  • A. Cheikh Anta Diop University
    Cheikh Anta Diop University is a major public research university in Senegal and one of West Africa’s leading centers of higher education.
  • B. 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.
  • 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 Kinshasa
    The University of Kinshasa is a major public higher education and research institution in the Democratic Republic of the Congo’s capital city.
  • E. 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.
  • 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_69ad85a0bb048190a5458d2738012d61 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0eddf488190b7f05b3903b96d4b completed March 8, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3f3ece08190b488be792d57a653 completed March 12, 2026, 5:12 p.m.
NEDg Description generation batch_69b2fa431f4c819088c6e0afd4f2f774 completed March 12, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69b2fe1d4f9c8190a8d4f1206c551671 completed March 12, 2026, 5:55 p.m.
Created at: March 8, 2026, 3:11 p.m.