Triple

T1411654
Position Surface form Disambiguated ID Type / Status
Subject Lusaka E31817 entity
Predicate hasUniversity P113 FINISHED
Object 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.
 E164763 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 Lusaka | Statement: [Lusaka, hasUniversity, University of Lusaka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Lusaka
Context triple: [Lusaka, hasUniversity, University of Lusaka]
  • A. 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.
  • B. Lusaka Apex Medical University
    Lusaka Apex Medical University is a private medical university in Zambia that focuses on training healthcare professionals and advancing medical education and research.
  • C. University of Swaziland
    The University of Swaziland is the main public higher education institution in Eswatini, offering a range of undergraduate and postgraduate programs across multiple campuses.
  • D. University of Zimbabwe
    The University of Zimbabwe is the oldest and largest public university in Zimbabwe, recognized as the country’s premier institution of higher education and research.
  • E. Midlands State University
    Midlands State University is a public higher education institution in Zimbabwe known for its diverse academic programs and multi-campus system, with its main campus located in Gweru.
  • 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 Lusaka
Triple: [Lusaka, hasUniversity, University of Lusaka]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Lusaka
Target entity description: 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.
  • A. 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.
  • B. Lusaka Apex Medical University
    Lusaka Apex Medical University is a private medical university in Zambia that focuses on training healthcare professionals and advancing medical education and research.
  • C. University of Swaziland
    The University of Swaziland is the main public higher education institution in Eswatini, offering a range of undergraduate and postgraduate programs across multiple campuses.
  • D. University of Zimbabwe
    The University of Zimbabwe is the oldest and largest public university in Zimbabwe, recognized as the country’s premier institution of higher education and research.
  • E. Midlands State University
    Midlands State University is a public higher education institution in Zimbabwe known for its diverse academic programs and multi-campus system, with its main campus located in Gweru.
  • 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_69a49919a994819086528951bc224775 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3e1da988190bc7c187e193539b6 completed March 1, 2026, 10:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08ae530081909695bde0d9c46d41 completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad0975b0c4819095a36f833e15fdae completed March 8, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69ad0a1df32c81908bf57911901f3f9c completed March 8, 2026, 5:33 a.m.
Created at: March 1, 2026, 7:59 p.m.