Triple

T8374372
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Education, University of Pretoria E197538 entity
Predicate locatedIn P40 FINISHED
Object Groenkloof, Pretoria
Groenkloof, Pretoria is a suburb of Pretoria, South Africa, known for hosting the University of Pretoria’s Groenkloof campus and various educational and residential facilities.
E735397 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: Groenkloof, Pretoria | Statement: [Faculty of Education, University of Pretoria, locatedIn, Groenkloof, Pretoria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Groenkloof, Pretoria
Context triple: [Faculty of Education, University of Pretoria, locatedIn, Groenkloof, Pretoria]
  • A. Arcadia, Pretoria
    Arcadia, Pretoria is a historic inner-city suburb of South Africa’s administrative capital, known for its diplomatic missions, cultural institutions, and proximity to key government landmarks.
  • B. Braamfontein
    Braamfontein is a central Johannesburg neighborhood known as a major cultural, educational, and judicial hub of South Africa.
  • C. Roodepoort
    Roodepoort is a suburban city on the western side of Johannesburg in South Africa, known for its residential areas, shopping centers, and proximity to the Witwatersrand hills.
  • D. Rosebank, Johannesburg
    Rosebank, Johannesburg is a vibrant, upmarket commercial and residential suburb known for its shopping malls, restaurants, art galleries, and business offices in northern Johannesburg, South Africa.
  • E. Mitchells Plain
    Mitchells Plain is a large, predominantly residential township in Cape Town, South Africa, known for its dense population, socio-economic challenges, and vibrant community life.
  • 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: Groenkloof, Pretoria
Triple: [Faculty of Education, University of Pretoria, locatedIn, Groenkloof, Pretoria]
Generated description
Groenkloof, Pretoria is a suburb of Pretoria, South Africa, known for hosting the University of Pretoria’s Groenkloof campus and various educational and residential facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Groenkloof, Pretoria
Target entity description: Groenkloof, Pretoria is a suburb of Pretoria, South Africa, known for hosting the University of Pretoria’s Groenkloof campus and various educational and residential facilities.
  • A. Arcadia, Pretoria
    Arcadia, Pretoria is a historic inner-city suburb of South Africa’s administrative capital, known for its diplomatic missions, cultural institutions, and proximity to key government landmarks.
  • B. Braamfontein
    Braamfontein is a central Johannesburg neighborhood known as a major cultural, educational, and judicial hub of South Africa.
  • C. Roodepoort
    Roodepoort is a suburban city on the western side of Johannesburg in South Africa, known for its residential areas, shopping centers, and proximity to the Witwatersrand hills.
  • D. Rosebank, Johannesburg
    Rosebank, Johannesburg is a vibrant, upmarket commercial and residential suburb known for its shopping malls, restaurants, art galleries, and business offices in northern Johannesburg, South Africa.
  • E. Mitchells Plain
    Mitchells Plain is a large, predominantly residential township in Cape Town, South Africa, known for its dense population, socio-economic challenges, and vibrant community life.
  • 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_69ca82f56730819080cec5d991c76f4c completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80a996ec819083ce2607c0cdab7f completed March 31, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce1d14baf88190bc260efda7d0fc0d completed April 2, 2026, 7:39 a.m.
NEDg Description generation batch_69ce20e2506081908d53ec4ff3861551 completed April 2, 2026, 7:55 a.m.
NED2 Entity disambiguation (via description) batch_69ce2267cdd88190a8fdb44fd65a694a completed April 2, 2026, 8:01 a.m.
Created at: March 30, 2026, 6:01 p.m.