Triple

T10652416
Position Surface form Disambiguated ID Type / Status
Subject Transkei E251004 entity
Predicate laterLeader P95168 FINISHED
Object Bantu Holomisa
Bantu Holomisa is a South African politician and former military leader best known as the co-founder and long-time president of the United Democratic Movement (UDM).
E879464 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: Bantu Holomisa | Statement: [Transkei, laterLeader, Bantu Holomisa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bantu Holomisa
Context triple: [Transkei, laterLeader, Bantu Holomisa]
  • A. Fulatha Tshabalala
    Fulatha Tshabalala was a Ndebele woman best known as the mother of Lobengula Khumalo, the second and last king of the Northern Ndebele (Matabele) kingdom in what is now Zimbabwe.
  • B. Thembi Radebe
    Thembi Radebe is a notable individual who has brought recognition to the surname Radebe, likely through achievements in a public or professional field.
  • C. Moroka Lembede
    Moroka Lembede was a South African anti-apartheid activist and founding president of the African National Congress Youth League, known for his influential role in shaping militant African nationalism.
  • D. Peter Mokaba
    Peter Mokaba was a prominent South African anti-apartheid activist and politician who became a leading figure in the African National Congress Youth League and later served as a national government minister.
  • E. Malusi Gigaba
    Malusi Gigaba is a South African politician who has held several key ministerial positions in the post-apartheid government and is a prominent figure within the African National Congress.
  • 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: Bantu Holomisa
Triple: [Transkei, laterLeader, Bantu Holomisa]
Generated description
Bantu Holomisa is a South African politician and former military leader best known as the co-founder and long-time president of the United Democratic Movement (UDM).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bantu Holomisa
Target entity description: Bantu Holomisa is a South African politician and former military leader best known as the co-founder and long-time president of the United Democratic Movement (UDM).
  • A. Fulatha Tshabalala
    Fulatha Tshabalala was a Ndebele woman best known as the mother of Lobengula Khumalo, the second and last king of the Northern Ndebele (Matabele) kingdom in what is now Zimbabwe.
  • B. Thembi Radebe
    Thembi Radebe is a notable individual who has brought recognition to the surname Radebe, likely through achievements in a public or professional field.
  • C. Moroka Lembede
    Moroka Lembede was a South African anti-apartheid activist and founding president of the African National Congress Youth League, known for his influential role in shaping militant African nationalism.
  • D. Peter Mokaba
    Peter Mokaba was a prominent South African anti-apartheid activist and politician who became a leading figure in the African National Congress Youth League and later served as a national government minister.
  • E. Malusi Gigaba
    Malusi Gigaba is a South African politician who has held several key ministerial positions in the post-apartheid government and is a prominent figure within the African National Congress.
  • 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_69d6aa5a4c4881908f39be6efe5981e5 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f31b72d081908ec8029cd9f6d814 completed April 9, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d98857ec248190bb655d36981a000a completed April 10, 2026, 11:31 p.m.
NEDg Description generation batch_69d98ae8403c81908a229aa06bd0388a completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98ce9ba0c8190a7c62fa670e23705 completed April 10, 2026, 11:51 p.m.
Created at: April 8, 2026, 9:06 p.m.