Triple

T3259633
Position Surface form Disambiguated ID Type / Status
Subject Accra E68377 entity
Predicate hasUniversity P113 FINISHED
Object Ghana Institute of Management and Public Administration E185937 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: Ghana Institute of Management and Public Administration | Statement: [Accra, hasUniversity, Ghana Institute of Management and Public Administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ghana Institute of Management and Public Administration
Context triple: [Accra, hasUniversity, Ghana Institute of Management and Public Administration]
  • A. Ghana Institute of Management and Public Administration chosen
    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.
  • B. 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.
  • C. 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.
  • 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. Yaba College of Technology
    Yaba College of Technology is a prominent Nigerian tertiary institution in Lagos known for its focus on technical and vocational education.
  • 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_69ad858f74408190bcbd07f967cd7bd0 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adafa4f40c81909adfd0f7f568e3ce completed March 8, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e8369b708190aeddf21dd9440d6a completed March 12, 2026, 4:22 p.m.
Created at: March 8, 2026, 3:09 p.m.