Triple

T18656454
Position Surface form Disambiguated ID Type / Status
Subject Rupiah Banda E456076 entity
Predicate educated at P5 FINISHED
Object Rusangu University — NE NERFINISHED

How this triple was built (3 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: Rusangu University | Statement: [Rupiah Banda, educated at, Rusangu University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rusangu University
Context triple: [Rupiah Banda, educated at, Rusangu University]
  • A. Maseno University
    Maseno University is a public university in Kenya known for its comprehensive academic programs and research, particularly serving students in the western Nyanza region.
  • B. Nkumba University
    Nkumba University is a private higher education institution in Uganda known for offering a range of undergraduate and postgraduate programs in fields such as business, education, social sciences, and applied sciences.
  • C. University of Lusaka
    The University of Lusaka is a private higher education institution in Zambia’s capital that offers a range of undergraduate and postgraduate programs across fields such as business, law, health sciences, and social sciences.
  • D. Soroti University
    Soroti University is a public higher education institution in Soroti, Uganda, offering university-level academic and professional programs.
  • E. Busoga University
    Busoga University is a private higher education institution in Uganda that offers a range of undergraduate and postgraduate programs, particularly serving students from the Busoga sub-region.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rusangu University
Target entity description: Rusangu University is a Seventh-day Adventist institution of higher learning in Zambia known for integrating Christian values with academic programs.
  • A. Maseno University
    Maseno University is a public university in Kenya known for its comprehensive academic programs and research, particularly serving students in the western Nyanza region.
  • B. Nkumba University
    Nkumba University is a private higher education institution in Uganda known for offering a range of undergraduate and postgraduate programs in fields such as business, education, social sciences, and applied sciences.
  • C. University of Lusaka
    The University of Lusaka is a private higher education institution in Zambia’s capital that offers a range of undergraduate and postgraduate programs across fields such as business, law, health sciences, and social sciences.
  • D. Soroti University
    Soroti University is a public higher education institution in Soroti, Uganda, offering university-level academic and professional programs.
  • E. Busoga University
    Busoga University is a private higher education institution in Uganda that offers a range of undergraduate and postgraduate programs, particularly serving students from the Busoga sub-region.
  • F. None of above. chosen

Provenance (2 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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55084ca3481909ff3fd9045f25dcd completed April 19, 2026, 10 p.m.
Created at: April 10, 2026, 11:47 a.m.