Triple

T12273144
Position Surface form Disambiguated ID Type / Status
Subject Steve Biko E292520 entity
Predicate placeOfBirth P1 FINISHED
Object Tarkastad, Eastern Cape, South Africa
Tarkastad, Eastern Cape, South Africa, is a small rural town historically notable as the birthplace of anti-apartheid activist Steve Biko.
 E974716 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: Tarkastad, Eastern Cape, South Africa | Statement: [Steve Biko, placeOfBirth, Tarkastad, Eastern Cape, South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tarkastad, Eastern Cape, South Africa
Context triple: [Steve Biko, placeOfBirth, Tarkastad, Eastern Cape, South Africa]
  • A. Qunu, Eastern Cape, South Africa
    Qunu, in South Africa’s Eastern Cape province, is a rural village best known as the childhood home and final resting place of Nelson Mandela.
  • B. Tsomo, Eastern Cape, South Africa
    Tsomo is a small rural town in South Africa’s Eastern Cape province, known as the birthplace of prominent anti-apartheid activist and political leader Albertina Sisulu.
  • C. Kwahlabisa, KwaZulu-Natal, South Africa
    Kwahlabisa is a rural town in the KwaZulu-Natal province of South Africa, known as the birthplace of Zulu King Misuzulu Zulu kaZwelithini.
  • D. amaHlubi of Eastern Cape
    amaHlubi of Eastern Cape are a regional subgroup of the broader Hlubi people in South Africa, maintaining distinct cultural traditions, lineage, and historical ties within the Eastern Cape province.
  • E. Bizana, Eastern Cape, South Africa
    Bizana is a rural town in South Africa’s Eastern Cape province, historically notable as the birthplace of anti-apartheid activist Winnie Madikizela-Mandela.
  • 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: Tarkastad, Eastern Cape, South Africa
Triple: [Steve Biko, placeOfBirth, Tarkastad, Eastern Cape, South Africa]
Generated description
Tarkastad, Eastern Cape, South Africa, is a small rural town historically notable as the birthplace of anti-apartheid activist Steve Biko.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tarkastad, Eastern Cape, South Africa
Target entity description: Tarkastad, Eastern Cape, South Africa, is a small rural town historically notable as the birthplace of anti-apartheid activist Steve Biko.
  • A. Qunu, Eastern Cape, South Africa
    Qunu, in South Africa’s Eastern Cape province, is a rural village best known as the childhood home and final resting place of Nelson Mandela.
  • B. Tsomo, Eastern Cape, South Africa
    Tsomo is a small rural town in South Africa’s Eastern Cape province, known as the birthplace of prominent anti-apartheid activist and political leader Albertina Sisulu.
  • C. Kwahlabisa, KwaZulu-Natal, South Africa
    Kwahlabisa is a rural town in the KwaZulu-Natal province of South Africa, known as the birthplace of Zulu King Misuzulu Zulu kaZwelithini.
  • D. amaHlubi of Eastern Cape
    amaHlubi of Eastern Cape are a regional subgroup of the broader Hlubi people in South Africa, maintaining distinct cultural traditions, lineage, and historical ties within the Eastern Cape province.
  • E. Bizana, Eastern Cape, South Africa
    Bizana is a rural town in South Africa’s Eastern Cape province, historically notable as the birthplace of anti-apartheid activist Winnie Madikizela-Mandela.
  • 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_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.