Triple

T12273212
Position Surface form Disambiguated ID Type / Status
Subject Archie Mafeje E292521 entity
Predicate employer P7 FINISHED
Object University of Namibia
The University of Namibia is the largest public higher education institution in Namibia, offering a wide range of academic programs and serving as a key center for research and national development.
E256715 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 Namibia | Statement: [Archie Mafeje, employer, University of Namibia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Namibia
Context triple: [Archie Mafeje, employer, University of Namibia]
  • A. Namibia University of Science and Technology
    Namibia University of Science and Technology is a leading public institution in Namibia specializing in science, engineering, technology, and applied research.
  • B. University of Namibia main campus
    The University of Namibia main campus is the primary campus of Namibia’s national public university, located in the capital city of Windhoek and serving as its central hub for teaching, research, and administration.
  • C. 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.
  • D. 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.
  • E. University of Venda
    The University of Venda is a South African public university located in Thohoyandou, Limpopo, known for serving rural communities and offering a wide range of undergraduate and postgraduate programs.
  • 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 Namibia
Triple: [Archie Mafeje, employer, University of Namibia]
Generated description
The University of Namibia is the largest public higher education institution in Namibia, offering a wide range of academic programs and serving as a key center for research and national development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Namibia
Target entity description: The University of Namibia is the largest public higher education institution in Namibia, offering a wide range of academic programs and serving as a key center for research and national development.
  • A. Namibia University of Science and Technology
    Namibia University of Science and Technology is a leading public institution in Namibia specializing in science, engineering, technology, and applied research.
  • B. University of Namibia main campus chosen
    The University of Namibia main campus is the primary campus of Namibia’s national public university, located in the capital city of Windhoek and serving as its central hub for teaching, research, and administration.
  • C. 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.
  • D. 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.
  • E. University of Venda
    The University of Venda is a South African public university located in Thohoyandou, Limpopo, known for serving rural communities and offering a wide range of undergraduate and postgraduate programs.
  • F. None of above.

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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cee7158819093fff74db6867896 completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e6b50a48190b1beabd149d5830f completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9386548190a749445a404db3a2 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f6207f164c8190b663a50ee3c761d6 completed May 2, 2026, 4:04 p.m.
Created at: April 8, 2026, 9:52 p.m.