Triple

T3699392
Position Surface form Disambiguated ID Type / Status
Subject Maseru E78539 entity
Predicate hasUniversity P113 FINISHED
Object National University of Lesotho (main administration presence)
The National University of Lesotho (main administration presence) is the principal public higher education institution of Lesotho, overseeing academic and administrative functions for the country’s university system.
E380983 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: National University of Lesotho (main administration presence) | Statement: [Maseru, hasUniversity, National University of Lesotho (main administration presence)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National University of Lesotho (main administration presence)
Context triple: [Maseru, hasUniversity, National University of Lesotho (main administration presence)]
  • A. 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.
  • B. University of Botswana
    The University of Botswana is the largest and oldest public university in Botswana, recognized as the country’s premier institution for higher education and research.
  • 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. Sol Plaatje University
    Sol Plaatje University is a public university in Kimberley, South Africa, named after the writer and activist Sol Plaatje and known for its focus on heritage, education, and rural development.
  • E. Kwaluseni Campus
    Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
  • 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: National University of Lesotho (main administration presence)
Triple: [Maseru, hasUniversity, National University of Lesotho (main administration presence)]
Generated description
The National University of Lesotho (main administration presence) is the principal public higher education institution of Lesotho, overseeing academic and administrative functions for the country’s university system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National University of Lesotho (main administration presence)
Target entity description: The National University of Lesotho (main administration presence) is the principal public higher education institution of Lesotho, overseeing academic and administrative functions for the country’s university system.
  • A. 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.
  • B. University of Botswana
    The University of Botswana is the largest and oldest public university in Botswana, recognized as the country’s premier institution for higher education and research.
  • 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. Sol Plaatje University
    Sol Plaatje University is a public university in Kimberley, South Africa, named after the writer and activist Sol Plaatje and known for its focus on heritage, education, and rural development.
  • E. Kwaluseni Campus
    Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
  • 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_69ad85e3b1888190abc983e06968696d completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc513d26c8190bfdf25f62af8c6ca completed March 8, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3df86bc819088db92eecee69fd3 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c7e579d4819090edfa8a858c40c4 completed March 14, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69b4c86511e48190872b3d85019bc013 completed March 14, 2026, 2:31 a.m.
Created at: March 8, 2026, 3:26 p.m.