Triple

T517622
Position Surface form Disambiguated ID Type / Status
Subject Desmond Tutu E10742 entity
Predicate birthPlace P1 FINISHED
Object Klerksdorp, Transvaal, South Africa
Klerksdorp, Transvaal, South Africa is a historic mining city in the North West Province known as one of the country’s oldest European settlements and the birthplace of Archbishop Desmond Tutu.
 E64557 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: Klerksdorp, Transvaal, South Africa | Statement: [Desmond Tutu, birthPlace, Klerksdorp, Transvaal, South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Klerksdorp, Transvaal, South Africa
Context triple: [Desmond Tutu, birthPlace, Klerksdorp, Transvaal, South Africa]
  • A. Lichtenburg, Transvaal
    Lichtenburg, Transvaal was a town in the former Transvaal province of South Africa, historically notable as a rural Boer settlement and later for its role in regional agriculture and diamond discoveries.
  • B. Krugersdorp
    Krugersdorp is a historic mining town in South Africa known for its gold deposits and location on the West Rand of the Gauteng province.
  • C. Randburg
    Randburg is a residential and commercial suburb in the north of Johannesburg, South Africa, known for its shopping centers, business districts, and leafy neighborhoods.
  • D. Greytown
    Greytown is a small town in KwaZulu-Natal, South Africa, historically notable as the birthplace of Boer general and first South African Prime Minister Louis Botha.
  • E. 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.
  • 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: Klerksdorp, Transvaal, South Africa
Triple: [Desmond Tutu, birthPlace, Klerksdorp, Transvaal, South Africa]
Generated description
Klerksdorp, Transvaal, South Africa is a historic mining city in the North West Province known as one of the country’s oldest European settlements and the birthplace of Archbishop Desmond Tutu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Klerksdorp, Transvaal, South Africa
Target entity description: Klerksdorp, Transvaal, South Africa is a historic mining city in the North West Province known as one of the country’s oldest European settlements and the birthplace of Archbishop Desmond Tutu.
  • A. Lichtenburg, Transvaal
    Lichtenburg, Transvaal was a town in the former Transvaal province of South Africa, historically notable as a rural Boer settlement and later for its role in regional agriculture and diamond discoveries.
  • B. Krugersdorp
    Krugersdorp is a historic mining town in South Africa known for its gold deposits and location on the West Rand of the Gauteng province.
  • C. Randburg
    Randburg is a residential and commercial suburb in the north of Johannesburg, South Africa, known for its shopping centers, business districts, and leafy neighborhoods.
  • D. Greytown
    Greytown is a small town in KwaZulu-Natal, South Africa, historically notable as the birthplace of Boer general and first South African Prime Minister Louis Botha.
  • E. 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.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f19d81d48190bd65a02059fc8473 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a42d1a348190abc23d22bda5d9a2 completed March 1, 2026, 8:40 p.m.
NEDg Description generation batch_69a4a4a83cb48190a5d80557c5573ab2 completed March 1, 2026, 8:42 p.m.
NED2 Entity disambiguation (via description) batch_69a4a52e4ae081909f880462479fc51f completed March 1, 2026, 8:44 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.