Triple

T12260163
Position Surface form Disambiguated ID Type / Status
Subject Livingstone Etse Satekla E292200 entity
Predicate educatedAt P5 FINISHED
Object University of Professional Studies, Accra E184820 NE FINISHED

How this triple was built (2 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 Professional Studies, Accra | Statement: [Livingstone Etse Satekla, educatedAt, University of Professional Studies, Accra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Professional Studies, Accra
Context triple: [Livingstone Etse Satekla, educatedAt, University of Professional Studies, Accra]
  • A. University of Professional Studies Accra chosen
    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. 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.
  • E. Ghana Institute of Management and Public Administration
    The Ghana Institute of Management and Public Administration is a leading public tertiary institution in Ghana specializing in management, business, leadership, and public administration education and training.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cd964ec81908241d2b9a96d1025 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60ac1b5148190838b782848e3fa36 completed May 2, 2026, 2:31 p.m.
Created at: April 8, 2026, 9:52 p.m.