Triple

T5666991
Position Surface form Disambiguated ID Type / Status
Subject Polokwane E124879 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object University of Limpopo (nearby)
The University of Limpopo is a public university in South Africa’s Limpopo province, known for serving rural communities and offering a wide range of academic and research programs.
 E538851 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 Limpopo (nearby) | Statement: [Polokwane, hasHigherEducationInstitution, University of Limpopo (nearby)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Limpopo (nearby)
Context triple: [Polokwane, hasHigherEducationInstitution, University of Limpopo (nearby)]
  • A. Polokwane Campus
    Polokwane Campus is a regional branch of the Tshwane University of Technology located in Polokwane, South Africa, offering a range of academic programs and services to students in the Limpopo province.
  • B. Kwaluseni Campus
    Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
  • C. 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.
  • D. Walter Sisulu University East London campus
    Walter Sisulu University East London campus is an urban campus of Walter Sisulu University located in the coastal city of East London in South Africa’s Eastern Cape province.
  • E. Pretoria Campus
    Pretoria Campus is the main urban campus of the Tshwane University of Technology, located in South Africa’s administrative capital city.
  • 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 Limpopo (nearby)
Triple: [Polokwane, hasHigherEducationInstitution, University of Limpopo (nearby)]
Generated description
The University of Limpopo is a public university in South Africa’s Limpopo province, known for serving rural communities and offering a wide range of academic and research programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Limpopo (nearby)
Target entity description: The University of Limpopo is a public university in South Africa’s Limpopo province, known for serving rural communities and offering a wide range of academic and research programs.
  • A. Polokwane Campus
    Polokwane Campus is a regional branch of the Tshwane University of Technology located in Polokwane, South Africa, offering a range of academic programs and services to students in the Limpopo province.
  • B. Kwaluseni Campus
    Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
  • C. 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.
  • D. Walter Sisulu University East London campus
    Walter Sisulu University East London campus is an urban campus of Walter Sisulu University located in the coastal city of East London in South Africa’s Eastern Cape province.
  • E. Pretoria Campus
    Pretoria Campus is the main urban campus of the Tshwane University of Technology, located in South Africa’s administrative capital city.
  • 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_69c00828906881908966f270b8f130cf completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02345004081908858867be48d3885 completed March 22, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04dad0af4819088280f2d97173e9e completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c056a981f881908663c315fe2db829 completed March 22, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69c0573ca734819098de3376ff93c309 completed March 22, 2026, 8:55 p.m.
Created at: March 22, 2026, 3:43 p.m.