Triple

T11574398
Position Surface form Disambiguated ID Type / Status
Subject Central Region, Ghana E274465 entity
Predicate hasEducationalInstitution P113 FINISHED
Object University of Education, Winneba
The University of Education, Winneba is a major public university in Ghana specializing in the training of professional teachers and educational practitioners.
E935739 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 Education, Winneba | Statement: [Central Region, Ghana, hasEducationalInstitution, University of Education, Winneba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Education, Winneba
Context triple: [Central Region, Ghana, hasEducationalInstitution, University of Education, Winneba]
  • A. University of Professional Studies Accra
    The University of Professional Studies Accra is a public university in Ghana renowned for its focus on business, management, and professional studies.
  • B. University of Cape Coast
    The University of Cape Coast is a prominent public university in Ghana known for its teacher education, research, and coastal campus overlooking the Atlantic Ocean.
  • C. University of Ghana
    The University of Ghana is the country’s oldest and largest public university, renowned as a leading center of higher education and research in West Africa.
  • D. Kumasi College of Science and Technology
    Kumasi College of Science and Technology was a higher education institution in Ghana that later became part of Kwame Nkrumah University of Science and Technology (KNUST), one of the country’s leading science and technology universities.
  • E. Cape Coast Technical University
    Cape Coast Technical University is a public tertiary institution in Cape Coast, Ghana, specializing in technical and vocational education and training.
  • 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 Education, Winneba
Triple: [Central Region, Ghana, hasEducationalInstitution, University of Education, Winneba]
Generated description
The University of Education, Winneba is a major public university in Ghana specializing in the training of professional teachers and educational practitioners.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Education, Winneba
Target entity description: The University of Education, Winneba is a major public university in Ghana specializing in the training of professional teachers and educational practitioners.
  • A. University of Professional Studies Accra
    The University of Professional Studies Accra is a public university in Ghana renowned for its focus on business, management, and professional studies.
  • B. University of Cape Coast
    The University of Cape Coast is a prominent public university in Ghana known for its teacher education, research, and coastal campus overlooking the Atlantic Ocean.
  • C. University of Ghana
    The University of Ghana is the country’s oldest and largest public university, renowned as a leading center of higher education and research in West Africa.
  • D. Kumasi College of Science and Technology
    Kumasi College of Science and Technology was a higher education institution in Ghana that later became part of Kwame Nkrumah University of Science and Technology (KNUST), one of the country’s leading science and technology universities.
  • E. Cape Coast Technical University
    Cape Coast Technical University is a public tertiary institution in Cape Coast, Ghana, specializing in technical and vocational education and training.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89048120c81908258f984711f7dd4 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e8a776ea40819084912ad2459c5be9 completed April 22, 2026, 10:48 a.m.
NEDg Description generation batch_69e8aa378edc8190807451b1855a4502 completed April 22, 2026, 11 a.m.
NED2 Entity disambiguation (via description) batch_69e8b05117988190aa029efa250053db completed April 22, 2026, 11:26 a.m.
Created at: April 8, 2026, 9:38 p.m.