Triple

T13766739
Position Surface form Disambiguated ID Type / Status
Subject Fulatha Tshabalala E330765 entity
Predicate hasLastName P18 FINISHED
Object Tshabalala
Tshabalala is a common Southern African surname, particularly associated with Zulu- and Ndebele-speaking communities.
E1058629 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: Tshabalala | Statement: [Fulatha Tshabalala, hasLastName, Tshabalala]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tshabalala
Context triple: [Fulatha Tshabalala, hasLastName, Tshabalala]
  • A. Winston Ntshona
    Winston Ntshona was a South African actor and playwright renowned for his politically charged stage work and his collaborations with Athol Fugard and John Kani, including the Tony Award-winning play "Sizwe Banzi Is Dead."
  • B. Thalmus Rasulala
    Thalmus Rasulala was an American actor known for his roles in 1970s film and television, particularly in blaxploitation cinema and popular TV series.
  • C. Luke Malaba
    Luke Malaba is a Zimbabwean jurist who has served as the Chief Justice of Zimbabwe.
  • D. Radebe
    Radebe is a South African surname associated with several prominent figures in business, politics, and sports.
  • E. Lucas Radebe
    Lucas Radebe is a retired South African footballer best known as a long-serving defender and captain for Leeds United and the South African national team, Bafana Bafana.
  • 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: Tshabalala
Triple: [Fulatha Tshabalala, hasLastName, Tshabalala]
Generated description
Tshabalala is a common Southern African surname, particularly associated with Zulu- and Ndebele-speaking communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tshabalala
Target entity description: Tshabalala is a common Southern African surname, particularly associated with Zulu- and Ndebele-speaking communities.
  • A. Winston Ntshona
    Winston Ntshona was a South African actor and playwright renowned for his politically charged stage work and his collaborations with Athol Fugard and John Kani, including the Tony Award-winning play "Sizwe Banzi Is Dead."
  • B. Thalmus Rasulala
    Thalmus Rasulala was an American actor known for his roles in 1970s film and television, particularly in blaxploitation cinema and popular TV series.
  • C. Luke Malaba
    Luke Malaba is a Zimbabwean jurist who has served as the Chief Justice of Zimbabwe.
  • D. Radebe
    Radebe is a South African surname associated with several prominent figures in business, politics, and sports.
  • E. Lucas Radebe
    Lucas Radebe is a retired South African footballer best known as a long-serving defender and captain for Leeds United and the South African national team, Bafana Bafana.
  • 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_69d81c583b0081909e408a17db517a21 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0227f2c48190983ccc9395e4e7a2 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a864c0ac81909e5fcd134ea66414 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a94390988190bcaedcda0b691fbb completed May 3, 2026, 8 p.m.
NED2 Entity disambiguation (via description) batch_69f7a9fe250c8190b66062e7fcea8d86 completed May 3, 2026, 8:03 p.m.
Created at: April 9, 2026, 10:10 p.m.