Triple

T2031952
Position Surface form Disambiguated ID Type / Status
Subject Entebbe E44536 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object 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.
E225491 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: Nkumba University | Statement: [Entebbe, hasHigherEducationInstitution, Nkumba University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nkumba University
Context triple: [Entebbe, hasHigherEducationInstitution, Nkumba University]
  • A. University of Nairobi
    The University of Nairobi is Kenya’s oldest and largest public university, renowned for its research, teaching, and leadership in higher education across East Africa.
  • B. 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.
  • C. Kisumu Campus
    Kisumu Campus is a regional branch of the University of Nairobi located in Kisumu, Kenya, offering various academic programs and services to students in the western part of the country.
  • D. University of Zambia
    The University of Zambia is the largest and oldest public university in Zambia, recognized as the country’s premier institution for higher education and research.
  • E. St. Paul’s University College
    St. Paul’s University College is a small, affiliated post-secondary institution connected to the University of Waterloo in Ontario, Canada, offering academic programs and residence services within a close-knit campus community.
  • 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: Nkumba University
Triple: [Entebbe, hasHigherEducationInstitution, Nkumba University]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nkumba University
Target entity description: 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.
  • A. University of Nairobi
    The University of Nairobi is Kenya’s oldest and largest public university, renowned for its research, teaching, and leadership in higher education across East Africa.
  • B. 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.
  • C. Kisumu Campus
    Kisumu Campus is a regional branch of the University of Nairobi located in Kisumu, Kenya, offering various academic programs and services to students in the western part of the country.
  • D. University of Zambia
    The University of Zambia is the largest and oldest public university in Zambia, recognized as the country’s premier institution for higher education and research.
  • E. St. Paul’s University College
    St. Paul’s University College is a small, affiliated post-secondary institution connected to the University of Waterloo in Ontario, Canada, offering academic programs and residence services within a close-knit campus community.
  • 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_69a889144f2481909932f0746a93023d completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9313134819088133fb69b8f606f completed March 7, 2026, 5:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0b00d0a48190bcd1924df2786e41 completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0b8d82d08190ba1117f9d6cee67d completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c4baba08190ac7cf45a4649d3c5 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:38 p.m.